warning: commands will be executed using /bin/sh
job 1309 at Fri Jun 14 03:38:00 2013
FileBase	/isis3/andresg/Bud/buddy140_060813_reo/buddy140_060813_reo
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1737627 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 579209 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 30499 members 
Mstep: Class 3 contains 30436 members 
Mstep: Class 4 contains 30361 members 
Mstep: Class 5 contains 30516 members 
Mstep: Class 6 contains 30723 members 
Mstep: Class 7 contains 30204 members 
Mstep: Class 8 contains 30434 members 
Mstep: Class 9 contains 30495 members 
Mstep: Class 10 contains 30570 members 
Mstep: Class 11 contains 30436 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 30547 members 
Mstep: Class 14 contains 30542 members 
Mstep: Class 15 contains 30597 members 
Mstep: Class 16 contains 30471 members 
Mstep: Class 17 contains 30564 members 
Mstep: Class 18 contains 30411 members 
Mstep: Class 19 contains 30345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1078.683716 but Gain 2156.281250
Score: -69518544.000000 Penalty: 38813.050781
Iteration 0F: 19 clusters Score -6.951854e+07 nChanged 548601
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7815 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 63686 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 2857 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 42540 members 
Mstep: Class 10 contains 7669 members 
Mstep: Class 11 contains 41809 members 
Mstep: Class 12 contains 3964 members 
Mstep: Class 13 contains 25012 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 8835 members 
Mstep: Class 18 contains 13548 members 
Mstep: Class 19 contains 337031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1901.662964 but Gain 2156.281250
Score: -71779520.000000 Penalty: 36656.769531
Iteration 1F: 18 clusters Score -7.177952e+07 nChanged 141615
Entering Unmasked Mstep 
Mstep: Class 0 contains 957 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 89503 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 989 members 
Mstep: Class 8 contains 8216 members 
Mstep: Class 9 contains 53790 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 53346 members 
Mstep: Class 13 contains 22294 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 7906 members 
Mstep: Class 18 contains 11867 members 
Mstep: Class 19 contains 306277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 952.115417 but Gain 2156.281250
Score: -72026832.000000 Penalty: 34500.488281
Iteration 2F: 17 clusters Score -7.202683e+07 nChanged 122684
Entering Unmasked Mstep 
Mstep: Class 0 contains 692 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 119922 members 
Mstep: Class 5 contains 1084 members 
Mstep: Class 8 contains 12853 members 
Mstep: Class 9 contains 76150 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 74151 members 
Mstep: Class 13 contains 18640 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 2341 members 
Mstep: Class 17 contains 8001 members 
Mstep: Class 18 contains 11301 members 
Mstep: Class 19 contains 236762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1060.249756 but Gain 2156.279297
Score: -72234520.000000 Penalty: 32344.208984
Iteration 3F: 16 clusters Score -7.223452e+07 nChanged 118462
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 4 contains 135544 members 
Mstep: Class 5 contains 1123 members 
Mstep: Class 8 contains 16337 members 
Mstep: Class 9 contains 103707 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 97634 members 
Mstep: Class 13 contains 13560 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 1536 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 10604 members 
Mstep: Class 19 contains 176379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1522.739990 but Gain 2156.281250
Score: -72397456.000000 Penalty: 30187.927734
Iteration 4F: 15 clusters Score -7.239746e+07 nChanged 92747
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 4 contains 129175 members 
Mstep: Class 5 contains 1130 members 
Mstep: Class 8 contains 18648 members 
Mstep: Class 9 contains 130773 members 
Mstep: Class 10 contains 5423 members 
Mstep: Class 11 contains 114595 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 16 contains 2506 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 10366 members 
Mstep: Class 19 contains 144406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1724.481445 but Gain 2156.281250
Score: -72469032.000000 Penalty: 28031.646484
Iteration 5F: 14 clusters Score -7.246903e+07 nChanged 82679
Entering Unmasked Mstep 
Mstep: Class 0 contains 371 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1783 members 
Mstep: Class 4 contains 111986 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 8 contains 20185 members 
Mstep: Class 9 contains 146731 members 
Mstep: Class 10 contains 5339 members 
Mstep: Class 11 contains 132330 members 
Mstep: Class 13 contains 7779 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 10609 members 
Mstep: Class 19 contains 130208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1726.523926 but Gain 2156.279297
Score: -72494480.000000 Penalty: 25875.367188
Iteration 6F: 13 clusters Score -7.249448e+07 nChanged 74997
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 4 contains 98698 members 
Mstep: Class 5 contains 1066 members 
Mstep: Class 8 contains 21107 members 
Mstep: Class 9 contains 142727 members 
Mstep: Class 10 contains 5557 members 
Mstep: Class 11 contains 153820 members 
Mstep: Class 13 contains 6979 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 8312 members 
Mstep: Class 18 contains 11443 members 
Mstep: Class 19 contains 125422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72515528.000000 Penalty: 25875.367188
Iteration 7F: 13 clusters Score -7.251553e+07 nChanged 63198
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 4 contains 89798 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 8 contains 22022 members 
Mstep: Class 9 contains 136805 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 166170 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 9343 members 
Mstep: Class 18 contains 12469 members 
Mstep: Class 19 contains 124529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72536600.000000 Penalty: 25875.367188
Iteration 8F: 13 clusters Score -7.25366e+07 nChanged 53629
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 4 contains 85239 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 8 contains 22903 members 
Mstep: Class 9 contains 138234 members 
Mstep: Class 10 contains 6919 members 
Mstep: Class 11 contains 166672 members 
Mstep: Class 13 contains 6030 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 17 contains 10807 members 
Mstep: Class 18 contains 13213 members 
Mstep: Class 19 contains 123423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72561152.000000 Penalty: 25875.367188
Iteration 9F: 13 clusters Score -7.256115e+07 nChanged 44950
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 4 contains 83963 members 
Mstep: Class 5 contains 771 members 
Mstep: Class 8 contains 23479 members 
Mstep: Class 9 contains 139862 members 
Mstep: Class 10 contains 7804 members 
Mstep: Class 11 contains 165092 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 12878 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 121112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72585416.000000 Penalty: 25875.367188
Iteration 10F: 13 clusters Score -7.258542e+07 nChanged 40564
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 4 contains 84608 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 8 contains 23756 members 
Mstep: Class 9 contains 140017 members 
Mstep: Class 10 contains 8623 members 
Mstep: Class 11 contains 164221 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 17 contains 15290 members 
Mstep: Class 18 contains 13912 members 
Mstep: Class 19 contains 117999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72609744.000000 Penalty: 25875.367188
Iteration 11F: 13 clusters Score -7.260974e+07 nChanged 35437
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 4 contains 86306 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 8 contains 23966 members 
Mstep: Class 9 contains 139917 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 162673 members 
Mstep: Class 13 contains 4449 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 17695 members 
Mstep: Class 18 contains 14165 members 
Mstep: Class 19 contains 114989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72632904.000000 Penalty: 25875.367188
Iteration 12F: 13 clusters Score -7.26329e+07 nChanged 30060
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 4 contains 88971 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 8 contains 24030 members 
Mstep: Class 9 contains 140066 members 
Mstep: Class 10 contains 10433 members 
Mstep: Class 11 contains 160057 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 19799 members 
Mstep: Class 18 contains 14350 members 
Mstep: Class 19 contains 112362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72653848.000000 Penalty: 25875.367188
Iteration 13F: 13 clusters Score -7.265385e+07 nChanged 24766
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 4 contains 92567 members 
Mstep: Class 5 contains 656 members 
Mstep: Class 8 contains 23964 members 
Mstep: Class 9 contains 139672 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 156656 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 21609 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 110568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72671488.000000 Penalty: 25875.367188
Iteration 14Q: 13 clusters Score -7.267149e+07 nChanged 20091
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 4 contains 96908 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 8 contains 23689 members 
Mstep: Class 9 contains 138406 members 
Mstep: Class 10 contains 11900 members 
Mstep: Class 11 contains 153033 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 16 contains 2263 members 
Mstep: Class 17 contains 23167 members 
Mstep: Class 18 contains 14594 members 
Mstep: Class 19 contains 109579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72684352.000000 Penalty: 25875.367188
Iteration 15Q: 13 clusters Score -7.268435e+07 nChanged 16762
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 4 contains 101332 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 8 contains 23217 members 
Mstep: Class 9 contains 136440 members 
Mstep: Class 10 contains 12557 members 
Mstep: Class 11 contains 149635 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 17 contains 24527 members 
Mstep: Class 18 contains 14716 members 
Mstep: Class 19 contains 109227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72694368.000000 Penalty: 25875.367188
Iteration 16Q: 13 clusters Score -7.269437e+07 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 4 contains 105006 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 8 contains 22670 members 
Mstep: Class 9 contains 134498 members 
Mstep: Class 10 contains 13214 members 
Mstep: Class 11 contains 146781 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 25652 members 
Mstep: Class 18 contains 14853 members 
Mstep: Class 19 contains 109270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72701640.000000 Penalty: 25875.367188
Iteration 17Q: 13 clusters Score -7.270164e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 4 contains 108032 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 8 contains 22099 members 
Mstep: Class 9 contains 132640 members 
Mstep: Class 10 contains 13945 members 
Mstep: Class 11 contains 144260 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 26686 members 
Mstep: Class 18 contains 14965 members 
Mstep: Class 19 contains 109512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72707560.000000 Penalty: 25875.367188
Iteration 18Q: 13 clusters Score -7.270756e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 4 contains 110325 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 8 contains 21533 members 
Mstep: Class 9 contains 131177 members 
Mstep: Class 10 contains 14710 members 
Mstep: Class 11 contains 142026 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 27564 members 
Mstep: Class 18 contains 15142 members 
Mstep: Class 19 contains 109782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2080.479492 but Gain 2156.281250
Score: -72712344.000000 Penalty: 23719.085938
Iteration 19Q: 12 clusters Score -7.271234e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 4 contains 112488 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 8 contains 20976 members 
Mstep: Class 9 contains 130219 members 
Mstep: Class 10 contains 15532 members 
Mstep: Class 11 contains 140049 members 
Mstep: Class 13 contains 3263 members 
Mstep: Class 17 contains 28656 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 110079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72717272.000000 Penalty: 23719.085938
Iteration 20F: 12 clusters Score -7.271727e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 4 contains 113408 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 8 contains 20502 members 
Mstep: Class 9 contains 129406 members 
Mstep: Class 10 contains 16387 members 
Mstep: Class 11 contains 138280 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 17 contains 29392 members 
Mstep: Class 18 contains 16024 members 
Mstep: Class 19 contains 110305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72720384.000000 Penalty: 23719.085938
Iteration 21Q: 12 clusters Score -7.272038e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 4 contains 113830 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 8 contains 20081 members 
Mstep: Class 9 contains 128893 members 
Mstep: Class 10 contains 17279 members 
Mstep: Class 11 contains 136617 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 17 contains 30084 members 
Mstep: Class 18 contains 16378 members 
Mstep: Class 19 contains 110508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72723392.000000 Penalty: 23719.085938
Iteration 22Q: 12 clusters Score -7.272339e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 4 contains 113825 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 8 contains 19719 members 
Mstep: Class 9 contains 128516 members 
Mstep: Class 10 contains 18172 members 
Mstep: Class 11 contains 135293 members 
Mstep: Class 13 contains 3389 members 
Mstep: Class 17 contains 30632 members 
Mstep: Class 18 contains 16745 members 
Mstep: Class 19 contains 110706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72725552.000000 Penalty: 23719.085938
Iteration 23Q: 12 clusters Score -7.272555e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 4 contains 113522 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 19404 members 
Mstep: Class 9 contains 128258 members 
Mstep: Class 10 contains 19135 members 
Mstep: Class 11 contains 134098 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 17 contains 31134 members 
Mstep: Class 18 contains 17110 members 
Mstep: Class 19 contains 110872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72727544.000000 Penalty: 23719.085938
Iteration 24Q: 12 clusters Score -7.272754e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 4 contains 113030 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 19170 members 
Mstep: Class 9 contains 128208 members 
Mstep: Class 10 contains 20055 members 
Mstep: Class 11 contains 132839 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 17 contains 31611 members 
Mstep: Class 18 contains 17479 members 
Mstep: Class 19 contains 111051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72729600.000000 Penalty: 23719.085938
Iteration 25Q: 12 clusters Score -7.27296e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 4 contains 112360 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18979 members 
Mstep: Class 9 contains 128392 members 
Mstep: Class 10 contains 20982 members 
Mstep: Class 11 contains 131505 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 17 contains 32081 members 
Mstep: Class 18 contains 17839 members 
Mstep: Class 19 contains 111215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72730952.000000 Penalty: 23719.085938
Iteration 26Q: 12 clusters Score -7.273095e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 4 contains 111699 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18818 members 
Mstep: Class 9 contains 128444 members 
Mstep: Class 10 contains 21896 members 
Mstep: Class 11 contains 130391 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 17 contains 32507 members 
Mstep: Class 18 contains 18157 members 
Mstep: Class 19 contains 111354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72732368.000000 Penalty: 23719.085938
Iteration 27Q: 12 clusters Score -7.273237e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 4 contains 111032 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18719 members 
Mstep: Class 9 contains 128356 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 129395 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 17 contains 32846 members 
Mstep: Class 18 contains 18490 members 
Mstep: Class 19 contains 111510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72734104.000000 Penalty: 23719.085938
Iteration 28Q: 12 clusters Score -7.27341e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 4 contains 110473 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18635 members 
Mstep: Class 9 contains 128122 members 
Mstep: Class 10 contains 23830 members 
Mstep: Class 11 contains 128412 members 
Mstep: Class 13 contains 3972 members 
Mstep: Class 17 contains 33145 members 
Mstep: Class 18 contains 18771 members 
Mstep: Class 19 contains 111638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72736248.000000 Penalty: 23719.085938
Iteration 29Q: 12 clusters Score -7.273625e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 4 contains 109858 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18580 members 
Mstep: Class 9 contains 127839 members 
Mstep: Class 10 contains 24770 members 
Mstep: Class 11 contains 127521 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 17 contains 33413 members 
Mstep: Class 18 contains 19048 members 
Mstep: Class 19 contains 111790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72738440.000000 Penalty: 23719.085938
Iteration 30Q: 12 clusters Score -7.273844e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 4 contains 109256 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18534 members 
Mstep: Class 9 contains 127504 members 
Mstep: Class 10 contains 25611 members 
Mstep: Class 11 contains 126714 members 
Mstep: Class 13 contains 4480 members 
Mstep: Class 17 contains 33639 members 
Mstep: Class 18 contains 19340 members 
Mstep: Class 19 contains 111922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72740048.000000 Penalty: 23719.085938
Iteration 31Q: 12 clusters Score -7.274005e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 4 contains 108705 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18518 members 
Mstep: Class 9 contains 127076 members 
Mstep: Class 10 contains 26381 members 
Mstep: Class 11 contains 125993 members 
Mstep: Class 13 contains 4841 members 
Mstep: Class 17 contains 33827 members 
Mstep: Class 18 contains 19624 members 
Mstep: Class 19 contains 112040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72742072.000000 Penalty: 23719.085938
Iteration 32Q: 12 clusters Score -7.274207e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 4 contains 108205 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18505 members 
Mstep: Class 9 contains 126644 members 
Mstep: Class 10 contains 27081 members 
Mstep: Class 11 contains 125357 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 17 contains 33946 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 112132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72744640.000000 Penalty: 23719.085938
Iteration 33Q: 12 clusters Score -7.274464e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 4 contains 107660 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18511 members 
Mstep: Class 9 contains 126167 members 
Mstep: Class 10 contains 27722 members 
Mstep: Class 11 contains 124846 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 17 contains 34051 members 
Mstep: Class 18 contains 20178 members 
Mstep: Class 19 contains 112198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72746360.000000 Penalty: 23719.085938
Iteration 34Q: 12 clusters Score -7.274636e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 4 contains 107164 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 8 contains 18521 members 
Mstep: Class 9 contains 125574 members 
Mstep: Class 10 contains 28301 members 
Mstep: Class 11 contains 124480 members 
Mstep: Class 13 contains 6084 members 
Mstep: Class 17 contains 34163 members 
Mstep: Class 18 contains 20465 members 
Mstep: Class 19 contains 112257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72748280.000000 Penalty: 23719.085938
Iteration 35Q: 12 clusters Score -7.274828e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 4 contains 106716 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 8 contains 18536 members 
Mstep: Class 9 contains 124972 members 
Mstep: Class 10 contains 28846 members 
Mstep: Class 11 contains 124188 members 
Mstep: Class 13 contains 6477 members 
Mstep: Class 17 contains 34241 members 
Mstep: Class 18 contains 20734 members 
Mstep: Class 19 contains 112298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72750272.000000 Penalty: 23719.085938
Iteration 36Q: 12 clusters Score -7.275027e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 4 contains 106264 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 8 contains 18563 members 
Mstep: Class 9 contains 124488 members 
Mstep: Class 10 contains 29319 members 
Mstep: Class 11 contains 123909 members 
Mstep: Class 13 contains 6807 members 
Mstep: Class 17 contains 34310 members 
Mstep: Class 18 contains 21024 members 
Mstep: Class 19 contains 112324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72752056.000000 Penalty: 23719.085938
Iteration 37Q: 12 clusters Score -7.275206e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 4 contains 105785 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 8 contains 18567 members 
Mstep: Class 9 contains 123842 members 
Mstep: Class 10 contains 29779 members 
Mstep: Class 11 contains 123822 members 
Mstep: Class 13 contains 7136 members 
Mstep: Class 17 contains 34371 members 
Mstep: Class 18 contains 21356 members 
Mstep: Class 19 contains 112351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72753992.000000 Penalty: 23719.085938
Iteration 38Q: 12 clusters Score -7.275399e+07 nChanged 5943
Entering ConstructFrom: 
Score: -72753992.000000 Penalty: 23719.085938
Entering ConstructFrom: 
Trying to split cluster 1 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -132968.125000 Penalty: 1173.666992
	Iteration 0F: 2 clusters Score -132968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131526.312500 Penalty: 2347.333984
	Iteration 0F: 3 clusters Score -131526.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -133055.296875 Penalty: 2347.333984
	Iteration 1F: 3 clusters Score -133055.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133910.921875 Penalty: 2347.333984
	Iteration 2F: 3 clusters Score -133910.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134198.187500 Penalty: 2347.333984
	Iteration 3F: 3 clusters Score -134198.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -134305.296875 Penalty: 2347.333984
	Iteration 4Q: 3 clusters Score -134305.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -134362.140625 Penalty: 2347.333984
	Iteration 5Q: 3 clusters Score -134362.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134411.343750 Penalty: 2347.333984
	Iteration 6Q: 3 clusters Score -134411.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134479.046875 Penalty: 2347.333984
	Iteration 7Q: 3 clusters Score -134479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -134567.890625 Penalty: 2347.333984
	Iteration 8Q: 3 clusters Score -134567.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -134728.078125 Penalty: 2347.333984
	Iteration 9Q: 3 clusters Score -134728.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134883.390625 Penalty: 2347.333984
	Iteration 10Q: 3 clusters Score -134883.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -135024.500000 Penalty: 2347.333984
	Iteration 11Q: 3 clusters Score -135024.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135118.140625 Penalty: 2347.333984
	Iteration 12Q: 3 clusters Score -135118.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135180.890625 Penalty: 2347.333984
	Iteration 13Q: 3 clusters Score -135180.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -135220.031250 Penalty: 2347.333984
	Iteration 14Q: 3 clusters Score -135220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135238.203125 Penalty: 2347.333984
	Iteration 15Q: 3 clusters Score -135238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135251.671875 Penalty: 2347.333984
	Iteration 16Q: 3 clusters Score -135251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135256.656250 Penalty: 2347.333984
	Iteration 17Q: 3 clusters Score -135256.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135258.875000 Penalty: 2347.333984
	Iteration 18Q: 3 clusters Score -135258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -135259.265625 Penalty: 2347.333984
	Iteration 19Q: 3 clusters Score -135259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135369.265625 Penalty: 2347.333984
	Iteration 20F: 3 clusters Score -135369.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135544.000000 Penalty: 2347.333984
	Iteration 21Q: 3 clusters Score -135544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135605.546875 Penalty: 2347.333984
	Iteration 22Q: 3 clusters Score -135605.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135632.921875 Penalty: 2347.333984
	Iteration 23Q: 3 clusters Score -135632.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135644.078125 Penalty: 2347.333984
	Iteration 24Q: 3 clusters Score -135644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135645.859375 Penalty: 2347.333984
	Iteration 25Q: 3 clusters Score -135645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135649.359375 Penalty: 2347.333984
	Iteration 26Q: 3 clusters Score -135649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135649.906250 Penalty: 2347.333984
	Iteration 27Q: 3 clusters Score -135649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135649.906250 Penalty: 2347.333984
	Iteration 28F: 3 clusters Score -135649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 4 contains 105344 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 8 contains 18567 members 
Mstep: Class 9 contains 123102 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 123942 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 17 contains 34385 members 
Mstep: Class 18 contains 21679 members 
Mstep: Class 19 contains 112353 members 
Entering Unmasked Estep 
Score: -72756616.000000 Penalty: 25875.367188
Splitting cluster 1 changes total score from -72753992.000000 to -72756616.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (105344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Entering Unmasked Estep 
Score: -13369198.000000 Penalty: 1879.310303
	Iteration 0F: 2 clusters Score -1.33692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -13300609.000000 Penalty: 3758.620605
	Iteration 0F: 3 clusters Score -1.330061e+07 nChanged 50515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -13330245.000000 Penalty: 3758.620605
	Iteration 1F: 3 clusters Score -1.333024e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -13331533.000000 Penalty: 3758.620605
	Iteration 2Q: 3 clusters Score -1.333153e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -13333724.000000 Penalty: 3758.620605
	Iteration 3Q: 3 clusters Score -1.333372e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -13337819.000000 Penalty: 3758.620605
	Iteration 4F: 3 clusters Score -1.333782e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -13344048.000000 Penalty: 3758.620605
	Iteration 5F: 3 clusters Score -1.334405e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -13351098.000000 Penalty: 3758.620605
	Iteration 6F: 3 clusters Score -1.33511e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -13357190.000000 Penalty: 3758.620605
	Iteration 7F: 3 clusters Score -1.335719e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83704 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -13361229.000000 Penalty: 3758.620605
	Iteration 8Q: 3 clusters Score -1.336123e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -13363394.000000 Penalty: 3758.620605
	Iteration 9Q: 3 clusters Score -1.336339e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -13364599.000000 Penalty: 3758.620605
	Iteration 10Q: 3 clusters Score -1.33646e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -13365337.000000 Penalty: 3758.620605
	Iteration 11Q: 3 clusters Score -1.336534e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -13365903.000000 Penalty: 3758.620605
	Iteration 12Q: 3 clusters Score -1.33659e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -13366322.000000 Penalty: 3758.620605
	Iteration 13Q: 3 clusters Score -1.336632e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -13366684.000000 Penalty: 3758.620605
	Iteration 14Q: 3 clusters Score -1.336668e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -13366877.000000 Penalty: 3758.620605
	Iteration 15Q: 3 clusters Score -1.336688e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -13367118.000000 Penalty: 3758.620605
	Iteration 16Q: 3 clusters Score -1.336712e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -13367286.000000 Penalty: 3758.620605
	Iteration 17Q: 3 clusters Score -1.336729e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95695 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -13367441.000000 Penalty: 3758.620605
	Iteration 18Q: 3 clusters Score -1.336744e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -13367605.000000 Penalty: 3758.620605
	Iteration 19Q: 3 clusters Score -1.33676e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97097 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -13367771.000000 Penalty: 3758.620605
	Iteration 20F: 3 clusters Score -1.336777e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -13367962.000000 Penalty: 3758.620605
	Iteration 21Q: 3 clusters Score -1.336796e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -13368028.000000 Penalty: 3758.620605
	Iteration 22Q: 3 clusters Score -1.336803e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99083 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -13368076.000000 Penalty: 3758.620605
	Iteration 23Q: 3 clusters Score -1.336808e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -13368176.000000 Penalty: 3758.620605
	Iteration 24Q: 3 clusters Score -1.336818e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -13368319.000000 Penalty: 3758.620605
	Iteration 25Q: 3 clusters Score -1.336832e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -13368348.000000 Penalty: 3758.620605
	Iteration 26Q: 3 clusters Score -1.336835e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -13368423.000000 Penalty: 3758.620605
	Iteration 27Q: 3 clusters Score -1.336842e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -13368445.000000 Penalty: 3758.620605
	Iteration 28Q: 3 clusters Score -1.336844e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101695 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -13368422.000000 Penalty: 3758.620605
	Iteration 29Q: 3 clusters Score -1.336842e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -13368408.000000 Penalty: 3758.620605
	Iteration 30Q: 3 clusters Score -1.336841e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -13368439.000000 Penalty: 3758.620605
	Iteration 31Q: 3 clusters Score -1.336844e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -13368405.000000 Penalty: 3758.620605
	Iteration 32Q: 3 clusters Score -1.33684e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -13368425.000000 Penalty: 3758.620605
	Iteration 33Q: 3 clusters Score -1.336842e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102739 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -13368414.000000 Penalty: 3758.620605
	Iteration 34Q: 3 clusters Score -1.336841e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -13368434.000000 Penalty: 3758.620605
	Iteration 35Q: 3 clusters Score -1.336843e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -13368455.000000 Penalty: 3758.620605
	Iteration 36Q: 3 clusters Score -1.336846e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103034 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13368458.000000 Penalty: 3758.620605
	Iteration 37Q: 3 clusters Score -1.336846e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -13368458.000000 Penalty: 3758.620605
	Iteration 38Q: 3 clusters Score -1.336846e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -13368450.000000 Penalty: 3758.620605
	Iteration 39Q: 3 clusters Score -1.336845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -13368431.000000 Penalty: 3758.620605
	Iteration 40F: 3 clusters Score -1.336843e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13368432.000000 Penalty: 3758.620605
	Iteration 41Q: 3 clusters Score -1.336843e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -13368434.000000 Penalty: 3758.620605
	Iteration 42Q: 3 clusters Score -1.336843e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -13368410.000000 Penalty: 3758.620605
	Iteration 43Q: 3 clusters Score -1.336841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -13368389.000000 Penalty: 3758.620605
	Iteration 44Q: 3 clusters Score -1.336839e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13368396.000000 Penalty: 3758.620605
	Iteration 45Q: 3 clusters Score -1.33684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13368398.000000 Penalty: 3758.620605
	Iteration 46Q: 3 clusters Score -1.33684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -13368406.000000 Penalty: 3758.620605
	Iteration 47Q: 3 clusters Score -1.336841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -13368408.000000 Penalty: 3758.620605
	Iteration 48Q: 3 clusters Score -1.336841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -13368412.000000 Penalty: 3758.620605
	Iteration 49Q: 3 clusters Score -1.336841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103552 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -13368414.000000 Penalty: 3758.620605
	Iteration 50Q: 3 clusters Score -1.336841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -13368408.000000 Penalty: 3758.620605
	Iteration 51Q: 3 clusters Score -1.336841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -13368387.000000 Penalty: 3758.620605
	Iteration 52Q: 3 clusters Score -1.336839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13368389.000000 Penalty: 3758.620605
	Iteration 53Q: 3 clusters Score -1.336839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -13368388.000000 Penalty: 3758.620605
	Iteration 54Q: 3 clusters Score -1.336839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13368365.000000 Penalty: 3758.620605
	Iteration 55Q: 3 clusters Score -1.336836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -13368361.000000 Penalty: 3758.620605
	Iteration 56Q: 3 clusters Score -1.336836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103671 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13368367.000000 Penalty: 3758.620605
	Iteration 57Q: 3 clusters Score -1.336837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103686 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -13368364.000000 Penalty: 3758.620605
	Iteration 58Q: 3 clusters Score -1.336836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13368375.000000 Penalty: 3758.620605
	Iteration 59Q: 3 clusters Score -1.336838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103717 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -13368364.000000 Penalty: 3758.620605
	Iteration 60F: 3 clusters Score -1.336836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103727 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -13368367.000000 Penalty: 3758.620605
	Iteration 61Q: 3 clusters Score -1.336837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13368356.000000 Penalty: 3758.620605
	Iteration 62Q: 3 clusters Score -1.336836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13368355.000000 Penalty: 3758.620605
	Iteration 63Q: 3 clusters Score -1.336836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103747 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -13368366.000000 Penalty: 3758.620605
	Iteration 64Q: 3 clusters Score -1.336837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13368365.000000 Penalty: 3758.620605
	Iteration 65Q: 3 clusters Score -1.336836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103757 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13368351.000000 Penalty: 3758.620605
	Iteration 66Q: 3 clusters Score -1.336835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13368361.000000 Penalty: 3758.620605
	Iteration 67Q: 3 clusters Score -1.336836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103765 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -13368353.000000 Penalty: 3758.620605
	Iteration 68Q: 3 clusters Score -1.336835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13368348.000000 Penalty: 3758.620605
	Iteration 69Q: 3 clusters Score -1.336835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -13368350.000000 Penalty: 3758.620605
	Iteration 70Q: 3 clusters Score -1.336835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103799 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13368333.000000 Penalty: 3758.620605
	Iteration 71Q: 3 clusters Score -1.336833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -13368353.000000 Penalty: 3758.620605
	Iteration 72Q: 3 clusters Score -1.336835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103814 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -13368352.000000 Penalty: 3758.620605
	Iteration 73Q: 3 clusters Score -1.336835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103815 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13368353.000000 Penalty: 3758.620605
	Iteration 74Q: 3 clusters Score -1.336835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103818 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13368349.000000 Penalty: 3758.620605
	Iteration 75Q: 3 clusters Score -1.336835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103825 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -13368357.000000 Penalty: 3758.620605
	Iteration 76Q: 3 clusters Score -1.336836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13368337.000000 Penalty: 3758.620605
	Iteration 77Q: 3 clusters Score -1.336834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13368326.000000 Penalty: 3758.620605
	Iteration 78Q: 3 clusters Score -1.336833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -13368323.000000 Penalty: 3758.620605
	Iteration 79Q: 3 clusters Score -1.336832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103846 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -13368321.000000 Penalty: 3758.620605
	Iteration 80F: 3 clusters Score -1.336832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13368323.000000 Penalty: 3758.620605
	Iteration 81Q: 3 clusters Score -1.336832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -13368326.000000 Penalty: 3758.620605
	Iteration 82Q: 3 clusters Score -1.336833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -13368324.000000 Penalty: 3758.620605
	Iteration 83Q: 3 clusters Score -1.336832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -13368331.000000 Penalty: 3758.620605
	Iteration 84Q: 3 clusters Score -1.336833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13368323.000000 Penalty: 3758.620605
	Iteration 85Q: 3 clusters Score -1.336832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13368320.000000 Penalty: 3758.620605
	Iteration 86Q: 3 clusters Score -1.336832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13368333.000000 Penalty: 3758.620605
	Iteration 87Q: 3 clusters Score -1.336833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13368327.000000 Penalty: 3758.620605
	Iteration 88Q: 3 clusters Score -1.336833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103866 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13368317.000000 Penalty: 3758.620605
	Iteration 89Q: 3 clusters Score -1.336832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -13368314.000000 Penalty: 3758.620605
	Iteration 90Q: 3 clusters Score -1.336831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13368315.000000 Penalty: 3758.620605
	Iteration 91Q: 3 clusters Score -1.336832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103873 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13368321.000000 Penalty: 3758.620605
	Iteration 92Q: 3 clusters Score -1.336832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13368312.000000 Penalty: 3758.620605
	Iteration 93Q: 3 clusters Score -1.336831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13368324.000000 Penalty: 3758.620605
	Iteration 94Q: 3 clusters Score -1.336832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13368319.000000 Penalty: 3758.620605
	Iteration 95Q: 3 clusters Score -1.336832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -13368317.000000 Penalty: 3758.620605
	Iteration 96Q: 3 clusters Score -1.336832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13368320.000000 Penalty: 3758.620605
	Iteration 97Q: 3 clusters Score -1.336832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13368320.000000 Penalty: 3758.620605
	Iteration 98F: 3 clusters Score -1.336832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -38303.031250 Penalty: 1051.253174
	Iteration 0F: 2 clusters Score -38303.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37501.468750 Penalty: 2102.506348
	Iteration 0F: 3 clusters Score -37501.47 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -38547.800781 Penalty: 2102.506348
	Iteration 1F: 3 clusters Score -38547.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -39593.027344 Penalty: 2102.506348
	Iteration 2F: 3 clusters Score -39593.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40138.660156 Penalty: 2102.506348
	Iteration 3F: 3 clusters Score -40138.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -40561.613281 Penalty: 2102.506348
	Iteration 4Q: 3 clusters Score -40561.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40739.968750 Penalty: 2102.506348
	Iteration 5Q: 3 clusters Score -40739.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40803.968750 Penalty: 2102.506348
	Iteration 6Q: 3 clusters Score -40803.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40839.046875 Penalty: 2102.506348
	Iteration 7Q: 3 clusters Score -40839.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40852.218750 Penalty: 2102.506348
	Iteration 8Q: 3 clusters Score -40852.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40862.238281 Penalty: 2102.506348
	Iteration 9Q: 3 clusters Score -40862.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40875.292969 Penalty: 2102.506348
	Iteration 10Q: 3 clusters Score -40875.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40880.062500 Penalty: 2102.506348
	Iteration 11Q: 3 clusters Score -40880.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40887.308594 Penalty: 2102.506348
	Iteration 12F: 3 clusters Score -40887.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40895.656250 Penalty: 2102.506348
	Iteration 13Q: 3 clusters Score -40895.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40901.109375 Penalty: 2102.506348
	Iteration 14Q: 3 clusters Score -40901.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40903.468750 Penalty: 2102.506348
	Iteration 15Q: 3 clusters Score -40903.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40908.664062 Penalty: 2102.506348
	Iteration 16Q: 3 clusters Score -40908.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40915.261719 Penalty: 2102.506348
	Iteration 17Q: 3 clusters Score -40915.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40919.261719 Penalty: 2102.506348
	Iteration 18Q: 3 clusters Score -40919.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40919.261719 Penalty: 2102.506348
	Iteration 19F: 3 clusters Score -40919.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 406 members 
Mstep: Class 4 contains 105344 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 8 contains 18567 members 
Mstep: Class 9 contains 123102 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 123942 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 17 contains 34385 members 
Mstep: Class 18 contains 21679 members 
Mstep: Class 19 contains 112353 members 
Entering Unmasked Estep 
Score: -72758136.000000 Penalty: 28031.646484
Splitting cluster 5 changes total score from -72753992.000000 to -72758136.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (18567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Entering Unmasked Estep 
Score: -2308576.000000 Penalty: 1597.235352
	Iteration 0F: 2 clusters Score -2308576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2295895.500000 Penalty: 3194.470703
	Iteration 0F: 3 clusters Score -2295896 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2300556.500000 Penalty: 3194.470703
	Iteration 1F: 3 clusters Score -2300556 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2301115.750000 Penalty: 3194.470703
	Iteration 2F: 3 clusters Score -2301116 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2301776.250000 Penalty: 3194.470703
	Iteration 3F: 3 clusters Score -2301776 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2302809.250000 Penalty: 3194.470703
	Iteration 4F: 3 clusters Score -2302809 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2304198.750000 Penalty: 3194.470703
	Iteration 5F: 3 clusters Score -2304199 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2305812.750000 Penalty: 3194.470703
	Iteration 6F: 3 clusters Score -2305813 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2307312.500000 Penalty: 3194.470703
	Iteration 7F: 3 clusters Score -2307312 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2308296.500000 Penalty: 3194.470703
	Iteration 8F: 3 clusters Score -2308296 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2308840.500000 Penalty: 3194.470703
	Iteration 9Q: 3 clusters Score -2308840 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2309118.000000 Penalty: 3194.470703
	Iteration 10Q: 3 clusters Score -2309118 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2309327.250000 Penalty: 3194.470703
	Iteration 11Q: 3 clusters Score -2309327 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2309514.750000 Penalty: 3194.470703
	Iteration 12Q: 3 clusters Score -2309515 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2309653.750000 Penalty: 3194.470703
	Iteration 13Q: 3 clusters Score -2309654 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2309752.250000 Penalty: 3194.470703
	Iteration 14Q: 3 clusters Score -2309752 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2309803.750000 Penalty: 3194.470703
	Iteration 15Q: 3 clusters Score -2309804 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2309841.500000 Penalty: 3194.470703
	Iteration 16Q: 3 clusters Score -2309842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2309853.250000 Penalty: 3194.470703
	Iteration 17Q: 3 clusters Score -2309853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2309864.750000 Penalty: 3194.470703
	Iteration 18Q: 3 clusters Score -2309865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2309875.750000 Penalty: 3194.470703
	Iteration 19Q: 3 clusters Score -2309876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2309878.250000 Penalty: 3194.470703
	Iteration 20F: 3 clusters Score -2309878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2309883.000000 Penalty: 3194.470703
	Iteration 21Q: 3 clusters Score -2309883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2309885.250000 Penalty: 3194.470703
	Iteration 22Q: 3 clusters Score -2309885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2309883.250000 Penalty: 3194.470703
	Iteration 23Q: 3 clusters Score -2309883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2309887.250000 Penalty: 3194.470703
	Iteration 24Q: 3 clusters Score -2309887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2309891.500000 Penalty: 3194.470703
	Iteration 25Q: 3 clusters Score -2309892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2309888.750000 Penalty: 3194.470703
	Iteration 26Q: 3 clusters Score -2309889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2309888.000000 Penalty: 3194.470703
	Iteration 27Q: 3 clusters Score -2309888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2309886.500000 Penalty: 3194.470703
	Iteration 28Q: 3 clusters Score -2309886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2309888.000000 Penalty: 3194.470703
	Iteration 29Q: 3 clusters Score -2309888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2309887.750000 Penalty: 3194.470703
	Iteration 30Q: 3 clusters Score -2309888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2309883.750000 Penalty: 3194.470703
	Iteration 31Q: 3 clusters Score -2309884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2309887.750000 Penalty: 3194.470703
	Iteration 32Q: 3 clusters Score -2309888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2309886.750000 Penalty: 3194.470703
	Iteration 33Q: 3 clusters Score -2309887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2309886.750000 Penalty: 3194.470703
	Iteration 34F: 3 clusters Score -2309887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 406 members 
Mstep: Class 4 contains 105344 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 16943 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 123102 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 123942 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 17 contains 34385 members 
Mstep: Class 18 contains 21679 members 
Mstep: Class 19 contains 112353 members 
Entering Unmasked Estep 
Score: -72758920.000000 Penalty: 30187.927734
Splitting cluster 8 changes total score from -72753992.000000 to -72758920.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 9 (123102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123102 members 
Entering Unmasked Estep 
Score: -15664286.000000 Penalty: 1904.625000
	Iteration 0F: 2 clusters Score -1.566429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -15599006.000000 Penalty: 3809.250000
	Iteration 0F: 3 clusters Score -1.559901e+07 nChanged 59070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -15634236.000000 Penalty: 3809.250000
	Iteration 1F: 3 clusters Score -1.563424e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -15635639.000000 Penalty: 3809.250000
	Iteration 2Q: 3 clusters Score -1.563564e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -15637682.000000 Penalty: 3809.250000
	Iteration 3Q: 3 clusters Score -1.563768e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -15640670.000000 Penalty: 3809.250000
	Iteration 4F: 3 clusters Score -1.564067e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -15645207.000000 Penalty: 3809.250000
	Iteration 5F: 3 clusters Score -1.564521e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -15650731.000000 Penalty: 3809.250000
	Iteration 6F: 3 clusters Score -1.565073e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -15656845.000000 Penalty: 3809.250000
	Iteration 7F: 3 clusters Score -1.565684e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -15661602.000000 Penalty: 3809.250000
	Iteration 8F: 3 clusters Score -1.56616e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -15663969.000000 Penalty: 3809.250000
	Iteration 9Q: 3 clusters Score -1.566397e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -15664707.000000 Penalty: 3809.250000
	Iteration 10Q: 3 clusters Score -1.566471e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -15665036.000000 Penalty: 3809.250000
	Iteration 11Q: 3 clusters Score -1.566504e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -15665403.000000 Penalty: 3809.250000
	Iteration 12Q: 3 clusters Score -1.56654e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -15665760.000000 Penalty: 3809.250000
	Iteration 13Q: 3 clusters Score -1.566576e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -15666052.000000 Penalty: 3809.250000
	Iteration 14Q: 3 clusters Score -1.566605e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -15666404.000000 Penalty: 3809.250000
	Iteration 15Q: 3 clusters Score -1.56664e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -15666723.000000 Penalty: 3809.250000
	Iteration 16Q: 3 clusters Score -1.566672e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -15666993.000000 Penalty: 3809.250000
	Iteration 17Q: 3 clusters Score -1.566699e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -15667289.000000 Penalty: 3809.250000
	Iteration 18Q: 3 clusters Score -1.566729e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -15667539.000000 Penalty: 3809.250000
	Iteration 19Q: 3 clusters Score -1.566754e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -15667937.000000 Penalty: 3809.250000
	Iteration 20F: 3 clusters Score -1.566794e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -15668153.000000 Penalty: 3809.250000
	Iteration 21Q: 3 clusters Score -1.566815e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -15668379.000000 Penalty: 3809.250000
	Iteration 22Q: 3 clusters Score -1.566838e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -15668621.000000 Penalty: 3809.250000
	Iteration 23Q: 3 clusters Score -1.566862e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -15668851.000000 Penalty: 3809.250000
	Iteration 24Q: 3 clusters Score -1.566885e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -15669004.000000 Penalty: 3809.250000
	Iteration 25Q: 3 clusters Score -1.5669e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -15669151.000000 Penalty: 3809.250000
	Iteration 26Q: 3 clusters Score -1.566915e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -15669408.000000 Penalty: 3809.250000
	Iteration 27Q: 3 clusters Score -1.566941e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -15669531.000000 Penalty: 3809.250000
	Iteration 28Q: 3 clusters Score -1.566953e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -15669648.000000 Penalty: 3809.250000
	Iteration 29Q: 3 clusters Score -1.566965e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -15669678.000000 Penalty: 3809.250000
	Iteration 30Q: 3 clusters Score -1.566968e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -15669761.000000 Penalty: 3809.250000
	Iteration 31Q: 3 clusters Score -1.566976e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -15669808.000000 Penalty: 3809.250000
	Iteration 32Q: 3 clusters Score -1.566981e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -15669895.000000 Penalty: 3809.250000
	Iteration 33Q: 3 clusters Score -1.56699e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -15670021.000000 Penalty: 3809.250000
	Iteration 34Q: 3 clusters Score -1.567002e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -15670047.000000 Penalty: 3809.250000
	Iteration 35Q: 3 clusters Score -1.567005e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -15670102.000000 Penalty: 3809.250000
	Iteration 36Q: 3 clusters Score -1.56701e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -15670106.000000 Penalty: 3809.250000
	Iteration 37Q: 3 clusters Score -1.567011e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -15670076.000000 Penalty: 3809.250000
	Iteration 38Q: 3 clusters Score -1.567008e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 61893 members 
Entering Unmasked Estep 
Score: -15670126.000000 Penalty: 3809.250000
	Iteration 39Q: 3 clusters Score -1.567013e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -15670168.000000 Penalty: 3809.250000
	Iteration 40F: 3 clusters Score -1.567017e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -15670197.000000 Penalty: 3809.250000
	Iteration 41Q: 3 clusters Score -1.56702e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -15670209.000000 Penalty: 3809.250000
	Iteration 42Q: 3 clusters Score -1.567021e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -15670225.000000 Penalty: 3809.250000
	Iteration 43Q: 3 clusters Score -1.567022e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -15670242.000000 Penalty: 3809.250000
	Iteration 44Q: 3 clusters Score -1.567024e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -15670266.000000 Penalty: 3809.250000
	Iteration 45Q: 3 clusters Score -1.567027e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -15670269.000000 Penalty: 3809.250000
	Iteration 46Q: 3 clusters Score -1.567027e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -15670286.000000 Penalty: 3809.250000
	Iteration 47Q: 3 clusters Score -1.567029e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -15670293.000000 Penalty: 3809.250000
	Iteration 48Q: 3 clusters Score -1.567029e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -15670337.000000 Penalty: 3809.250000
	Iteration 49Q: 3 clusters Score -1.567034e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -15670332.000000 Penalty: 3809.250000
	Iteration 50Q: 3 clusters Score -1.567033e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -15670380.000000 Penalty: 3809.250000
	Iteration 51Q: 3 clusters Score -1.567038e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -15670361.000000 Penalty: 3809.250000
	Iteration 52Q: 3 clusters Score -1.567036e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -15670402.000000 Penalty: 3809.250000
	Iteration 53Q: 3 clusters Score -1.56704e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -15670384.000000 Penalty: 3809.250000
	Iteration 54Q: 3 clusters Score -1.567038e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -15670431.000000 Penalty: 3809.250000
	Iteration 55Q: 3 clusters Score -1.567043e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -15670472.000000 Penalty: 3809.250000
	Iteration 56Q: 3 clusters Score -1.567047e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -15670484.000000 Penalty: 3809.250000
	Iteration 57Q: 3 clusters Score -1.567048e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -15670462.000000 Penalty: 3809.250000
	Iteration 58Q: 3 clusters Score -1.567046e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -15670472.000000 Penalty: 3809.250000
	Iteration 59Q: 3 clusters Score -1.567047e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -15670507.000000 Penalty: 3809.250000
	Iteration 60F: 3 clusters Score -1.567051e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -15670542.000000 Penalty: 3809.250000
	Iteration 61Q: 3 clusters Score -1.567054e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -15670557.000000 Penalty: 3809.250000
	Iteration 62Q: 3 clusters Score -1.567056e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -15670571.000000 Penalty: 3809.250000
	Iteration 63Q: 3 clusters Score -1.567057e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -15670563.000000 Penalty: 3809.250000
	Iteration 64Q: 3 clusters Score -1.567056e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -15670586.000000 Penalty: 3809.250000
	Iteration 65Q: 3 clusters Score -1.567059e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -15670634.000000 Penalty: 3809.250000
	Iteration 66Q: 3 clusters Score -1.567063e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -15670671.000000 Penalty: 3809.250000
	Iteration 67Q: 3 clusters Score -1.567067e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -15670699.000000 Penalty: 3809.250000
	Iteration 68Q: 3 clusters Score -1.56707e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -15670665.000000 Penalty: 3809.250000
	Iteration 69Q: 3 clusters Score -1.567066e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -15670661.000000 Penalty: 3809.250000
	Iteration 70Q: 3 clusters Score -1.567066e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -15670673.000000 Penalty: 3809.250000
	Iteration 71Q: 3 clusters Score -1.567067e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -15670652.000000 Penalty: 3809.250000
	Iteration 72Q: 3 clusters Score -1.567065e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -15670683.000000 Penalty: 3809.250000
	Iteration 73Q: 3 clusters Score -1.567068e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -15670703.000000 Penalty: 3809.250000
	Iteration 74Q: 3 clusters Score -1.56707e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -15670732.000000 Penalty: 3809.250000
	Iteration 75Q: 3 clusters Score -1.567073e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -15670786.000000 Penalty: 3809.250000
	Iteration 76Q: 3 clusters Score -1.567079e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -15670790.000000 Penalty: 3809.250000
	Iteration 77Q: 3 clusters Score -1.567079e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -15670784.000000 Penalty: 3809.250000
	Iteration 78Q: 3 clusters Score -1.567078e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -15670776.000000 Penalty: 3809.250000
	Iteration 79Q: 3 clusters Score -1.567078e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -15670758.000000 Penalty: 3809.250000
	Iteration 80F: 3 clusters Score -1.567076e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -15670785.000000 Penalty: 3809.250000
	Iteration 81Q: 3 clusters Score -1.567078e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -15670779.000000 Penalty: 3809.250000
	Iteration 82Q: 3 clusters Score -1.567078e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -15670775.000000 Penalty: 3809.250000
	Iteration 83Q: 3 clusters Score -1.567078e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -15670779.000000 Penalty: 3809.250000
	Iteration 84Q: 3 clusters Score -1.567078e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -15670759.000000 Penalty: 3809.250000
	Iteration 85Q: 3 clusters Score -1.567076e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -15670727.000000 Penalty: 3809.250000
	Iteration 86Q: 3 clusters Score -1.567073e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -15670760.000000 Penalty: 3809.250000
	Iteration 87Q: 3 clusters Score -1.567076e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -15670802.000000 Penalty: 3809.250000
	Iteration 88Q: 3 clusters Score -1.56708e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -15670809.000000 Penalty: 3809.250000
	Iteration 89Q: 3 clusters Score -1.567081e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -15670835.000000 Penalty: 3809.250000
	Iteration 90Q: 3 clusters Score -1.567084e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -15670868.000000 Penalty: 3809.250000
	Iteration 91Q: 3 clusters Score -1.567087e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -15670870.000000 Penalty: 3809.250000
	Iteration 92Q: 3 clusters Score -1.567087e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -15670899.000000 Penalty: 3809.250000
	Iteration 93Q: 3 clusters Score -1.56709e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -15670858.000000 Penalty: 3809.250000
	Iteration 94Q: 3 clusters Score -1.567086e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -15670861.000000 Penalty: 3809.250000
	Iteration 95Q: 3 clusters Score -1.567086e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -15670879.000000 Penalty: 3809.250000
	Iteration 96Q: 3 clusters Score -1.567088e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -15670905.000000 Penalty: 3809.250000
	Iteration 97Q: 3 clusters Score -1.56709e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -15670890.000000 Penalty: 3809.250000
	Iteration 98Q: 3 clusters Score -1.567089e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -15670903.000000 Penalty: 3809.250000
	Iteration 99Q: 3 clusters Score -1.56709e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -15670907.000000 Penalty: 3809.250000
	Iteration 100F: 3 clusters Score -1.567091e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -15670910.000000 Penalty: 3809.250000
	Iteration 101Q: 3 clusters Score -1.567091e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -15670921.000000 Penalty: 3809.250000
	Iteration 102Q: 3 clusters Score -1.567092e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -15670928.000000 Penalty: 3809.250000
	Iteration 103Q: 3 clusters Score -1.567093e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -15670947.000000 Penalty: 3809.250000
	Iteration 104Q: 3 clusters Score -1.567095e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -15670986.000000 Penalty: 3809.250000
	Iteration 105Q: 3 clusters Score -1.567099e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -15670961.000000 Penalty: 3809.250000
	Iteration 106Q: 3 clusters Score -1.567096e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -15670968.000000 Penalty: 3809.250000
	Iteration 107Q: 3 clusters Score -1.567097e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -15670973.000000 Penalty: 3809.250000
	Iteration 108Q: 3 clusters Score -1.567097e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -15670982.000000 Penalty: 3809.250000
	Iteration 109Q: 3 clusters Score -1.567098e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -15670997.000000 Penalty: 3809.250000
	Iteration 110Q: 3 clusters Score -1.5671e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -15671016.000000 Penalty: 3809.250000
	Iteration 111Q: 3 clusters Score -1.567102e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -15671012.000000 Penalty: 3809.250000
	Iteration 112Q: 3 clusters Score -1.567101e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -15671021.000000 Penalty: 3809.250000
	Iteration 113Q: 3 clusters Score -1.567102e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -15671020.000000 Penalty: 3809.250000
	Iteration 114Q: 3 clusters Score -1.567102e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -15671008.000000 Penalty: 3809.250000
	Iteration 115Q: 3 clusters Score -1.567101e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -15671034.000000 Penalty: 3809.250000
	Iteration 116Q: 3 clusters Score -1.567103e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -15671029.000000 Penalty: 3809.250000
	Iteration 117Q: 3 clusters Score -1.567103e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74534 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -15671018.000000 Penalty: 3809.250000
	Iteration 118Q: 3 clusters Score -1.567102e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74578 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -15671021.000000 Penalty: 3809.250000
	Iteration 119Q: 3 clusters Score -1.567102e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -15671032.000000 Penalty: 3809.250000
	Iteration 120F: 3 clusters Score -1.567103e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -15671046.000000 Penalty: 3809.250000
	Iteration 121Q: 3 clusters Score -1.567105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -15671061.000000 Penalty: 3809.250000
	Iteration 122Q: 3 clusters Score -1.567106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -15671063.000000 Penalty: 3809.250000
	Iteration 123Q: 3 clusters Score -1.567106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -15671069.000000 Penalty: 3809.250000
	Iteration 124Q: 3 clusters Score -1.567107e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -15671058.000000 Penalty: 3809.250000
	Iteration 125Q: 3 clusters Score -1.567106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -15671069.000000 Penalty: 3809.250000
	Iteration 126Q: 3 clusters Score -1.567107e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -15671053.000000 Penalty: 3809.250000
	Iteration 127Q: 3 clusters Score -1.567105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -15671057.000000 Penalty: 3809.250000
	Iteration 128Q: 3 clusters Score -1.567106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -15671073.000000 Penalty: 3809.250000
	Iteration 129Q: 3 clusters Score -1.567107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -15671090.000000 Penalty: 3809.250000
	Iteration 130Q: 3 clusters Score -1.567109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -15671099.000000 Penalty: 3809.250000
	Iteration 131Q: 3 clusters Score -1.56711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -15671086.000000 Penalty: 3809.250000
	Iteration 132Q: 3 clusters Score -1.567109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -15671079.000000 Penalty: 3809.250000
	Iteration 133Q: 3 clusters Score -1.567108e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -15671064.000000 Penalty: 3809.250000
	Iteration 134Q: 3 clusters Score -1.567106e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -15671074.000000 Penalty: 3809.250000
	Iteration 135Q: 3 clusters Score -1.567107e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -15671066.000000 Penalty: 3809.250000
	Iteration 136Q: 3 clusters Score -1.567107e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -15671064.000000 Penalty: 3809.250000
	Iteration 137Q: 3 clusters Score -1.567106e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -15671065.000000 Penalty: 3809.250000
	Iteration 138Q: 3 clusters Score -1.567106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -15671060.000000 Penalty: 3809.250000
	Iteration 139Q: 3 clusters Score -1.567106e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -15671062.000000 Penalty: 3809.250000
	Iteration 140F: 3 clusters Score -1.567106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -15671073.000000 Penalty: 3809.250000
	Iteration 141Q: 3 clusters Score -1.567107e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -15671112.000000 Penalty: 3809.250000
	Iteration 142Q: 3 clusters Score -1.567111e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -15671103.000000 Penalty: 3809.250000
	Iteration 143Q: 3 clusters Score -1.56711e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -15671098.000000 Penalty: 3809.250000
	Iteration 144Q: 3 clusters Score -1.56711e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -15671117.000000 Penalty: 3809.250000
	Iteration 145Q: 3 clusters Score -1.567112e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -15671100.000000 Penalty: 3809.250000
	Iteration 146Q: 3 clusters Score -1.56711e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -15671124.000000 Penalty: 3809.250000
	Iteration 147Q: 3 clusters Score -1.567112e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -15671113.000000 Penalty: 3809.250000
	Iteration 148Q: 3 clusters Score -1.567111e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -15671123.000000 Penalty: 3809.250000
	Iteration 149Q: 3 clusters Score -1.567112e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -15671142.000000 Penalty: 3809.250000
	Iteration 150Q: 3 clusters Score -1.567114e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -15671151.000000 Penalty: 3809.250000
	Iteration 151Q: 3 clusters Score -1.567115e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -15671166.000000 Penalty: 3809.250000
	Iteration 152Q: 3 clusters Score -1.567117e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -15671145.000000 Penalty: 3809.250000
	Iteration 153Q: 3 clusters Score -1.567114e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -15671155.000000 Penalty: 3809.250000
	Iteration 154Q: 3 clusters Score -1.567116e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -15671182.000000 Penalty: 3809.250000
	Iteration 155Q: 3 clusters Score -1.567118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -15671175.000000 Penalty: 3809.250000
	Iteration 156Q: 3 clusters Score -1.567118e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -15671158.000000 Penalty: 3809.250000
	Iteration 157Q: 3 clusters Score -1.567116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -15671151.000000 Penalty: 3809.250000
	Iteration 158Q: 3 clusters Score -1.567115e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -15671166.000000 Penalty: 3809.250000
	Iteration 159Q: 3 clusters Score -1.567117e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -15671163.000000 Penalty: 3809.250000
	Iteration 160F: 3 clusters Score -1.567116e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -15671164.000000 Penalty: 3809.250000
	Iteration 161Q: 3 clusters Score -1.567116e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -15671160.000000 Penalty: 3809.250000
	Iteration 162Q: 3 clusters Score -1.567116e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -15671206.000000 Penalty: 3809.250000
	Iteration 163Q: 3 clusters Score -1.567121e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -15671198.000000 Penalty: 3809.250000
	Iteration 164Q: 3 clusters Score -1.56712e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -15671208.000000 Penalty: 3809.250000
	Iteration 165Q: 3 clusters Score -1.567121e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -15671223.000000 Penalty: 3809.250000
	Iteration 166Q: 3 clusters Score -1.567122e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -15671230.000000 Penalty: 3809.250000
	Iteration 167Q: 3 clusters Score -1.567123e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -15671248.000000 Penalty: 3809.250000
	Iteration 168Q: 3 clusters Score -1.567125e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -15671268.000000 Penalty: 3809.250000
	Iteration 169Q: 3 clusters Score -1.567127e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -15671270.000000 Penalty: 3809.250000
	Iteration 170Q: 3 clusters Score -1.567127e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -15671281.000000 Penalty: 3809.250000
	Iteration 171Q: 3 clusters Score -1.567128e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -15671271.000000 Penalty: 3809.250000
	Iteration 172Q: 3 clusters Score -1.567127e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -15671250.000000 Penalty: 3809.250000
	Iteration 173Q: 3 clusters Score -1.567125e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -15671267.000000 Penalty: 3809.250000
	Iteration 174Q: 3 clusters Score -1.567127e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -15671249.000000 Penalty: 3809.250000
	Iteration 175Q: 3 clusters Score -1.567125e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -15671252.000000 Penalty: 3809.250000
	Iteration 176Q: 3 clusters Score -1.567125e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -15671269.000000 Penalty: 3809.250000
	Iteration 177Q: 3 clusters Score -1.567127e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -15671282.000000 Penalty: 3809.250000
	Iteration 178Q: 3 clusters Score -1.567128e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -15671299.000000 Penalty: 3809.250000
	Iteration 179Q: 3 clusters Score -1.56713e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -15671278.000000 Penalty: 3809.250000
	Iteration 180F: 3 clusters Score -1.567128e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -15671307.000000 Penalty: 3809.250000
	Iteration 181Q: 3 clusters Score -1.567131e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -15671326.000000 Penalty: 3809.250000
	Iteration 182Q: 3 clusters Score -1.567133e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -15671304.000000 Penalty: 3809.250000
	Iteration 183Q: 3 clusters Score -1.56713e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -15671313.000000 Penalty: 3809.250000
	Iteration 184Q: 3 clusters Score -1.567131e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -15671323.000000 Penalty: 3809.250000
	Iteration 185Q: 3 clusters Score -1.567132e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -15671359.000000 Penalty: 3809.250000
	Iteration 186Q: 3 clusters Score -1.567136e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -15671384.000000 Penalty: 3809.250000
	Iteration 187Q: 3 clusters Score -1.567138e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -15671397.000000 Penalty: 3809.250000
	Iteration 188Q: 3 clusters Score -1.56714e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -15671419.000000 Penalty: 3809.250000
	Iteration 189Q: 3 clusters Score -1.567142e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -15671424.000000 Penalty: 3809.250000
	Iteration 190Q: 3 clusters Score -1.567142e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -15671429.000000 Penalty: 3809.250000
	Iteration 191Q: 3 clusters Score -1.567143e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -15671467.000000 Penalty: 3809.250000
	Iteration 192Q: 3 clusters Score -1.567147e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -15671464.000000 Penalty: 3809.250000
	Iteration 193Q: 3 clusters Score -1.567146e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -15671445.000000 Penalty: 3809.250000
	Iteration 194Q: 3 clusters Score -1.567144e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81044 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -15671436.000000 Penalty: 3809.250000
	Iteration 195Q: 3 clusters Score -1.567144e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -15671420.000000 Penalty: 3809.250000
	Iteration 196Q: 3 clusters Score -1.567142e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -15671425.000000 Penalty: 3809.250000
	Iteration 197Q: 3 clusters Score -1.567142e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -15671403.000000 Penalty: 3809.250000
	Iteration 198Q: 3 clusters Score -1.56714e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -15671410.000000 Penalty: 3809.250000
	Iteration 199Q: 3 clusters Score -1.567141e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -15671428.000000 Penalty: 3809.250000
	Iteration 200F: 3 clusters Score -1.567143e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -15671428.000000 Penalty: 3809.250000
	Iteration 201Q: 3 clusters Score -1.567143e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -15671472.000000 Penalty: 3809.250000
	Iteration 202Q: 3 clusters Score -1.567147e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -15671482.000000 Penalty: 3809.250000
	Iteration 203Q: 3 clusters Score -1.567148e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -15671493.000000 Penalty: 3809.250000
	Iteration 204Q: 3 clusters Score -1.567149e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -15671505.000000 Penalty: 3809.250000
	Iteration 205Q: 3 clusters Score -1.56715e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -15671544.000000 Penalty: 3809.250000
	Iteration 206Q: 3 clusters Score -1.567154e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -15671534.000000 Penalty: 3809.250000
	Iteration 207Q: 3 clusters Score -1.567153e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -15671544.000000 Penalty: 3809.250000
	Iteration 208Q: 3 clusters Score -1.567154e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -15671541.000000 Penalty: 3809.250000
	Iteration 209Q: 3 clusters Score -1.567154e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -15671548.000000 Penalty: 3809.250000
	Iteration 210Q: 3 clusters Score -1.567155e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -15671558.000000 Penalty: 3809.250000
	Iteration 211Q: 3 clusters Score -1.567156e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -15671584.000000 Penalty: 3809.250000
	Iteration 212Q: 3 clusters Score -1.567158e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -15671629.000000 Penalty: 3809.250000
	Iteration 213Q: 3 clusters Score -1.567163e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -15671667.000000 Penalty: 3809.250000
	Iteration 214Q: 3 clusters Score -1.567167e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -15671706.000000 Penalty: 3809.250000
	Iteration 215Q: 3 clusters Score -1.567171e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -15671708.000000 Penalty: 3809.250000
	Iteration 216Q: 3 clusters Score -1.567171e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -15671723.000000 Penalty: 3809.250000
	Iteration 217Q: 3 clusters Score -1.567172e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -15671775.000000 Penalty: 3809.250000
	Iteration 218Q: 3 clusters Score -1.567178e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -15671756.000000 Penalty: 3809.250000
	Iteration 219Q: 3 clusters Score -1.567176e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -15671809.000000 Penalty: 3809.250000
	Iteration 220F: 3 clusters Score -1.567181e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -15671836.000000 Penalty: 3809.250000
	Iteration 221Q: 3 clusters Score -1.567184e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -15671888.000000 Penalty: 3809.250000
	Iteration 222Q: 3 clusters Score -1.567189e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -15671883.000000 Penalty: 3809.250000
	Iteration 223Q: 3 clusters Score -1.567188e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -15671916.000000 Penalty: 3809.250000
	Iteration 224Q: 3 clusters Score -1.567192e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -15671939.000000 Penalty: 3809.250000
	Iteration 225Q: 3 clusters Score -1.567194e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -15671990.000000 Penalty: 3809.250000
	Iteration 226Q: 3 clusters Score -1.567199e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -15672024.000000 Penalty: 3809.250000
	Iteration 227Q: 3 clusters Score -1.567202e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -15672040.000000 Penalty: 3809.250000
	Iteration 228Q: 3 clusters Score -1.567204e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -15672058.000000 Penalty: 3809.250000
	Iteration 229Q: 3 clusters Score -1.567206e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -15672076.000000 Penalty: 3809.250000
	Iteration 230Q: 3 clusters Score -1.567208e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -15672107.000000 Penalty: 3809.250000
	Iteration 231Q: 3 clusters Score -1.567211e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -15672091.000000 Penalty: 3809.250000
	Iteration 232Q: 3 clusters Score -1.567209e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -15672159.000000 Penalty: 3809.250000
	Iteration 233Q: 3 clusters Score -1.567216e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -15672190.000000 Penalty: 3809.250000
	Iteration 234Q: 3 clusters Score -1.567219e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -15672280.000000 Penalty: 3809.250000
	Iteration 235Q: 3 clusters Score -1.567228e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -15672305.000000 Penalty: 3809.250000
	Iteration 236Q: 3 clusters Score -1.56723e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91467 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -15672314.000000 Penalty: 3809.250000
	Iteration 237Q: 3 clusters Score -1.567231e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -15672377.000000 Penalty: 3809.250000
	Iteration 238Q: 3 clusters Score -1.567238e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92353 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -15672408.000000 Penalty: 3809.250000
	Iteration 239Q: 3 clusters Score -1.567241e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -15672461.000000 Penalty: 3809.250000
	Iteration 240F: 3 clusters Score -1.567246e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93385 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -15672528.000000 Penalty: 3809.250000
	Iteration 241Q: 3 clusters Score -1.567253e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -15672562.000000 Penalty: 3809.250000
	Iteration 242Q: 3 clusters Score -1.567256e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -15672654.000000 Penalty: 3809.250000
	Iteration 243Q: 3 clusters Score -1.567265e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -15672745.000000 Penalty: 3809.250000
	Iteration 244Q: 3 clusters Score -1.567274e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -15672802.000000 Penalty: 3809.250000
	Iteration 245Q: 3 clusters Score -1.56728e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -15672871.000000 Penalty: 3809.250000
	Iteration 246Q: 3 clusters Score -1.567287e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -15672940.000000 Penalty: 3809.250000
	Iteration 247Q: 3 clusters Score -1.567294e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -15672992.000000 Penalty: 3809.250000
	Iteration 248Q: 3 clusters Score -1.567299e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99350 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -15673002.000000 Penalty: 3809.250000
	Iteration 249Q: 3 clusters Score -1.5673e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100289 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -15673057.000000 Penalty: 3809.250000
	Iteration 250Q: 3 clusters Score -1.567306e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -15673075.000000 Penalty: 3809.250000
	Iteration 251Q: 3 clusters Score -1.567308e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -15673017.000000 Penalty: 3809.250000
	Iteration 252Q: 3 clusters Score -1.567302e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103407 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -15672847.000000 Penalty: 3809.250000
	Iteration 253Q: 3 clusters Score -1.567285e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104502 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -15672727.000000 Penalty: 3809.250000
	Iteration 254Q: 3 clusters Score -1.567273e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105559 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -15672586.000000 Penalty: 3809.250000
	Iteration 255Q: 3 clusters Score -1.567259e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106543 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -15672349.000000 Penalty: 3809.250000
	Iteration 256Q: 3 clusters Score -1.567235e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -15672140.000000 Penalty: 3809.250000
	Iteration 257Q: 3 clusters Score -1.567214e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108472 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -15671896.000000 Penalty: 3809.250000
	Iteration 258Q: 3 clusters Score -1.56719e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -15671640.000000 Penalty: 3809.250000
	Iteration 259Q: 3 clusters Score -1.567164e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110488 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -15671145.000000 Penalty: 3809.250000
	Iteration 260F: 3 clusters Score -1.567114e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -15670631.000000 Penalty: 3809.250000
	Iteration 261Q: 3 clusters Score -1.567063e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112514 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -15670048.000000 Penalty: 3809.250000
	Iteration 262Q: 3 clusters Score -1.567005e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113451 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -15669535.000000 Penalty: 3809.250000
	Iteration 263Q: 3 clusters Score -1.566954e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -15668950.000000 Penalty: 3809.250000
	Iteration 264Q: 3 clusters Score -1.566895e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -15668441.000000 Penalty: 3809.250000
	Iteration 265Q: 3 clusters Score -1.566844e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -15668032.000000 Penalty: 3809.250000
	Iteration 266Q: 3 clusters Score -1.566803e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -15667599.000000 Penalty: 3809.250000
	Iteration 267Q: 3 clusters Score -1.56676e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117000 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -15667232.000000 Penalty: 3809.250000
	Iteration 268Q: 3 clusters Score -1.566723e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117479 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -15666911.000000 Penalty: 3809.250000
	Iteration 269Q: 3 clusters Score -1.566691e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117915 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -15666659.000000 Penalty: 3809.250000
	Iteration 270Q: 3 clusters Score -1.566666e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118284 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -15666444.000000 Penalty: 3809.250000
	Iteration 271Q: 3 clusters Score -1.566644e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118584 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -15666173.000000 Penalty: 3809.250000
	Iteration 272Q: 3 clusters Score -1.566617e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -15666003.000000 Penalty: 3809.250000
	Iteration 273Q: 3 clusters Score -1.5666e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119117 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -15665807.000000 Penalty: 3809.250000
	Iteration 274Q: 3 clusters Score -1.566581e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -15665641.000000 Penalty: 3809.250000
	Iteration 275Q: 3 clusters Score -1.566564e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119555 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -15665522.000000 Penalty: 3809.250000
	Iteration 276Q: 3 clusters Score -1.566552e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -15665446.000000 Penalty: 3809.250000
	Iteration 277Q: 3 clusters Score -1.566545e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -15665361.000000 Penalty: 3809.250000
	Iteration 278Q: 3 clusters Score -1.566536e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -15665254.000000 Penalty: 3809.250000
	Iteration 279Q: 3 clusters Score -1.566525e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120132 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -15665183.000000 Penalty: 3809.250000
	Iteration 280F: 3 clusters Score -1.566518e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -15665113.000000 Penalty: 3809.250000
	Iteration 281Q: 3 clusters Score -1.566511e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -15665102.000000 Penalty: 3809.250000
	Iteration 282Q: 3 clusters Score -1.56651e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -15665045.000000 Penalty: 3809.250000
	Iteration 283Q: 3 clusters Score -1.566504e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120393 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -15665020.000000 Penalty: 3809.250000
	Iteration 284Q: 3 clusters Score -1.566502e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120429 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -15665029.000000 Penalty: 3809.250000
	Iteration 285Q: 3 clusters Score -1.566503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120452 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -15665013.000000 Penalty: 3809.250000
	Iteration 286Q: 3 clusters Score -1.566501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120470 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -15665005.000000 Penalty: 3809.250000
	Iteration 287Q: 3 clusters Score -1.5665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120492 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -15664989.000000 Penalty: 3809.250000
	Iteration 288Q: 3 clusters Score -1.566499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120507 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -15664968.000000 Penalty: 3809.250000
	Iteration 289Q: 3 clusters Score -1.566497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120525 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -15664957.000000 Penalty: 3809.250000
	Iteration 290Q: 3 clusters Score -1.566496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120540 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15664951.000000 Penalty: 3809.250000
	Iteration 291Q: 3 clusters Score -1.566495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120548 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -15664941.000000 Penalty: 3809.250000
	Iteration 292Q: 3 clusters Score -1.566494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120553 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -15664943.000000 Penalty: 3809.250000
	Iteration 293Q: 3 clusters Score -1.566494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120558 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -15664955.000000 Penalty: 3809.250000
	Iteration 294Q: 3 clusters Score -1.566496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120563 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -15664946.000000 Penalty: 3809.250000
	Iteration 295Q: 3 clusters Score -1.566495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120570 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -15664939.000000 Penalty: 3809.250000
	Iteration 296Q: 3 clusters Score -1.566494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -15664920.000000 Penalty: 3809.250000
	Iteration 297Q: 3 clusters Score -1.566492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120592 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -15664920.000000 Penalty: 3809.250000
	Iteration 298Q: 3 clusters Score -1.566492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -15664925.000000 Penalty: 3809.250000
	Iteration 299Q: 3 clusters Score -1.566492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -15664896.000000 Penalty: 3809.250000
	Iteration 300F: 3 clusters Score -1.56649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -15664897.000000 Penalty: 3809.250000
	Iteration 301Q: 3 clusters Score -1.56649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120662 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -15664889.000000 Penalty: 3809.250000
	Iteration 302Q: 3 clusters Score -1.566489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120680 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -15664871.000000 Penalty: 3809.250000
	Iteration 303Q: 3 clusters Score -1.566487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -15664869.000000 Penalty: 3809.250000
	Iteration 304Q: 3 clusters Score -1.566487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120702 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -15664861.000000 Penalty: 3809.250000
	Iteration 305Q: 3 clusters Score -1.566486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120709 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -15664855.000000 Penalty: 3809.250000
	Iteration 306Q: 3 clusters Score -1.566486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120718 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -15664843.000000 Penalty: 3809.250000
	Iteration 307Q: 3 clusters Score -1.566484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -15664842.000000 Penalty: 3809.250000
	Iteration 308Q: 3 clusters Score -1.566484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120739 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -15664819.000000 Penalty: 3809.250000
	Iteration 309Q: 3 clusters Score -1.566482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120754 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -15664830.000000 Penalty: 3809.250000
	Iteration 310Q: 3 clusters Score -1.566483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120766 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -15664804.000000 Penalty: 3809.250000
	Iteration 311Q: 3 clusters Score -1.56648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120776 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -15664809.000000 Penalty: 3809.250000
	Iteration 312Q: 3 clusters Score -1.566481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120787 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -15664783.000000 Penalty: 3809.250000
	Iteration 313Q: 3 clusters Score -1.566478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -15664776.000000 Penalty: 3809.250000
	Iteration 314Q: 3 clusters Score -1.566478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -15664776.000000 Penalty: 3809.250000
	Iteration 315Q: 3 clusters Score -1.566478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120807 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -15664773.000000 Penalty: 3809.250000
	Iteration 316Q: 3 clusters Score -1.566477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -15664761.000000 Penalty: 3809.250000
	Iteration 317Q: 3 clusters Score -1.566476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -15664762.000000 Penalty: 3809.250000
	Iteration 318Q: 3 clusters Score -1.566476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -15664760.000000 Penalty: 3809.250000
	Iteration 319Q: 3 clusters Score -1.566476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120816 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -15664767.000000 Penalty: 3809.250000
	Iteration 320F: 3 clusters Score -1.566477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -15664762.000000 Penalty: 3809.250000
	Iteration 321Q: 3 clusters Score -1.566476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120830 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -15664757.000000 Penalty: 3809.250000
	Iteration 322Q: 3 clusters Score -1.566476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120838 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -15664735.000000 Penalty: 3809.250000
	Iteration 323Q: 3 clusters Score -1.566474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -15664735.000000 Penalty: 3809.250000
	Iteration 324Q: 3 clusters Score -1.566474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120851 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -15664731.000000 Penalty: 3809.250000
	Iteration 325Q: 3 clusters Score -1.566473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120855 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -15664724.000000 Penalty: 3809.250000
	Iteration 326Q: 3 clusters Score -1.566472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120862 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -15664721.000000 Penalty: 3809.250000
	Iteration 327Q: 3 clusters Score -1.566472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120873 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -15664710.000000 Penalty: 3809.250000
	Iteration 328Q: 3 clusters Score -1.566471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120880 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -15664707.000000 Penalty: 3809.250000
	Iteration 329Q: 3 clusters Score -1.566471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -15664712.000000 Penalty: 3809.250000
	Iteration 330Q: 3 clusters Score -1.566471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120883 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -15664704.000000 Penalty: 3809.250000
	Iteration 331Q: 3 clusters Score -1.56647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120886 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -15664701.000000 Penalty: 3809.250000
	Iteration 332Q: 3 clusters Score -1.56647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -15664690.000000 Penalty: 3809.250000
	Iteration 333Q: 3 clusters Score -1.566469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -15664695.000000 Penalty: 3809.250000
	Iteration 334Q: 3 clusters Score -1.56647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120894 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -15664697.000000 Penalty: 3809.250000
	Iteration 335Q: 3 clusters Score -1.56647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120900 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -15664686.000000 Penalty: 3809.250000
	Iteration 336Q: 3 clusters Score -1.566469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120905 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -15664672.000000 Penalty: 3809.250000
	Iteration 337Q: 3 clusters Score -1.566467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120908 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -15664658.000000 Penalty: 3809.250000
	Iteration 338Q: 3 clusters Score -1.566466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -15664659.000000 Penalty: 3809.250000
	Iteration 339Q: 3 clusters Score -1.566466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120914 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -15664666.000000 Penalty: 3809.250000
	Iteration 340F: 3 clusters Score -1.566467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -15664663.000000 Penalty: 3809.250000
	Iteration 341Q: 3 clusters Score -1.566466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120922 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -15664661.000000 Penalty: 3809.250000
	Iteration 342Q: 3 clusters Score -1.566466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120928 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -15664668.000000 Penalty: 3809.250000
	Iteration 343Q: 3 clusters Score -1.566467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120929 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -15664666.000000 Penalty: 3809.250000
	Iteration 344Q: 3 clusters Score -1.566467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -15664667.000000 Penalty: 3809.250000
	Iteration 345Q: 3 clusters Score -1.566467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -15664661.000000 Penalty: 3809.250000
	Iteration 346Q: 3 clusters Score -1.566466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120938 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -15664660.000000 Penalty: 3809.250000
	Iteration 347Q: 3 clusters Score -1.566466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120941 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -15664651.000000 Penalty: 3809.250000
	Iteration 348Q: 3 clusters Score -1.566465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -15664642.000000 Penalty: 3809.250000
	Iteration 349Q: 3 clusters Score -1.566464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -15664648.000000 Penalty: 3809.250000
	Iteration 350Q: 3 clusters Score -1.566465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -15664650.000000 Penalty: 3809.250000
	Iteration 351Q: 3 clusters Score -1.566465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -15664644.000000 Penalty: 3809.250000
	Iteration 352Q: 3 clusters Score -1.566464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -15664632.000000 Penalty: 3809.250000
	Iteration 353Q: 3 clusters Score -1.566463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -15664642.000000 Penalty: 3809.250000
	Iteration 354Q: 3 clusters Score -1.566464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120965 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -15664633.000000 Penalty: 3809.250000
	Iteration 355Q: 3 clusters Score -1.566463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120968 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -15664639.000000 Penalty: 3809.250000
	Iteration 356Q: 3 clusters Score -1.566464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120972 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -15664644.000000 Penalty: 3809.250000
	Iteration 357Q: 3 clusters Score -1.566464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -15664639.000000 Penalty: 3809.250000
	Iteration 358Q: 3 clusters Score -1.566464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -15664639.000000 Penalty: 3809.250000
	Iteration 359F: 3 clusters Score -1.566464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 406 members 
Mstep: Class 4 contains 105344 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 16943 members 
Mstep: Class 7 contains 2128 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 120974 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 123942 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 17 contains 34385 members 
Mstep: Class 18 contains 21679 members 
Mstep: Class 19 contains 112353 members 
Entering Unmasked Estep 
Score: -72759032.000000 Penalty: 32344.208984
Splitting cluster 9 changes total score from -72753992.000000 to -72759032.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (30143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Entering Unmasked Estep 
Score: -3863262.250000 Penalty: 1675.977539
	Iteration 0F: 2 clusters Score -3863262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3842903.750000 Penalty: 3351.955078
	Iteration 0F: 3 clusters Score -3842904 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3850689.000000 Penalty: 3351.955078
	Iteration 1F: 3 clusters Score -3850689 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3851151.000000 Penalty: 3351.955078
	Iteration 2Q: 3 clusters Score -3851151 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3851605.250000 Penalty: 3351.955078
	Iteration 3Q: 3 clusters Score -3851605 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3852071.750000 Penalty: 3351.955078
	Iteration 4Q: 3 clusters Score -3852072 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3852562.250000 Penalty: 3351.955078
	Iteration 5Q: 3 clusters Score -3852562 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3853171.000000 Penalty: 3351.955078
	Iteration 6Q: 3 clusters Score -3853171 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3853959.750000 Penalty: 3351.955078
	Iteration 7Q: 3 clusters Score -3853960 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3854987.750000 Penalty: 3351.955078
	Iteration 8F: 3 clusters Score -3854988 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3856132.750000 Penalty: 3351.955078
	Iteration 9F: 3 clusters Score -3856133 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3856943.250000 Penalty: 3351.955078
	Iteration 10F: 3 clusters Score -3856943 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3857395.250000 Penalty: 3351.955078
	Iteration 11Q: 3 clusters Score -3857395 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3857601.750000 Penalty: 3351.955078
	Iteration 12Q: 3 clusters Score -3857602 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3857713.750000 Penalty: 3351.955078
	Iteration 13Q: 3 clusters Score -3857714 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3857828.750000 Penalty: 3351.955078
	Iteration 14Q: 3 clusters Score -3857829 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3857958.000000 Penalty: 3351.955078
	Iteration 15Q: 3 clusters Score -3857958 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3858063.750000 Penalty: 3351.955078
	Iteration 16Q: 3 clusters Score -3858064 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3858173.000000 Penalty: 3351.955078
	Iteration 17Q: 3 clusters Score -3858173 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3858263.250000 Penalty: 3351.955078
	Iteration 18Q: 3 clusters Score -3858263 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3858352.250000 Penalty: 3351.955078
	Iteration 19Q: 3 clusters Score -3858352 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3858463.000000 Penalty: 3351.955078
	Iteration 20F: 3 clusters Score -3858463 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3858580.500000 Penalty: 3351.955078
	Iteration 21Q: 3 clusters Score -3858580 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3858710.000000 Penalty: 3351.955078
	Iteration 22Q: 3 clusters Score -3858710 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3858798.250000 Penalty: 3351.955078
	Iteration 23Q: 3 clusters Score -3858798 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3858889.750000 Penalty: 3351.955078
	Iteration 24Q: 3 clusters Score -3858890 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3858978.500000 Penalty: 3351.955078
	Iteration 25Q: 3 clusters Score -3858978 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3859067.000000 Penalty: 3351.955078
	Iteration 26Q: 3 clusters Score -3859067 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3859167.000000 Penalty: 3351.955078
	Iteration 27Q: 3 clusters Score -3859167 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3859237.500000 Penalty: 3351.955078
	Iteration 28Q: 3 clusters Score -3859238 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3859320.750000 Penalty: 3351.955078
	Iteration 29Q: 3 clusters Score -3859321 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3859393.500000 Penalty: 3351.955078
	Iteration 30Q: 3 clusters Score -3859394 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3859471.750000 Penalty: 3351.955078
	Iteration 31Q: 3 clusters Score -3859472 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3859568.750000 Penalty: 3351.955078
	Iteration 32Q: 3 clusters Score -3859569 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3859673.750000 Penalty: 3351.955078
	Iteration 33Q: 3 clusters Score -3859674 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3859764.750000 Penalty: 3351.955078
	Iteration 34Q: 3 clusters Score -3859765 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3859846.250000 Penalty: 3351.955078
	Iteration 35Q: 3 clusters Score -3859846 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3859963.000000 Penalty: 3351.955078
	Iteration 36Q: 3 clusters Score -3859963 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3860093.750000 Penalty: 3351.955078
	Iteration 37Q: 3 clusters Score -3860094 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3860210.000000 Penalty: 3351.955078
	Iteration 38Q: 3 clusters Score -3860210 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3860291.000000 Penalty: 3351.955078
	Iteration 39Q: 3 clusters Score -3860291 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3860388.250000 Penalty: 3351.955078
	Iteration 40F: 3 clusters Score -3860388 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3860469.750000 Penalty: 3351.955078
	Iteration 41Q: 3 clusters Score -3860470 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3860520.750000 Penalty: 3351.955078
	Iteration 42Q: 3 clusters Score -3860521 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3860598.750000 Penalty: 3351.955078
	Iteration 43Q: 3 clusters Score -3860599 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3860650.750000 Penalty: 3351.955078
	Iteration 44Q: 3 clusters Score -3860651 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3860712.000000 Penalty: 3351.955078
	Iteration 45Q: 3 clusters Score -3860712 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3860764.500000 Penalty: 3351.955078
	Iteration 46Q: 3 clusters Score -3860764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3860798.000000 Penalty: 3351.955078
	Iteration 47Q: 3 clusters Score -3860798 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3860841.500000 Penalty: 3351.955078
	Iteration 48Q: 3 clusters Score -3860842 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3860891.750000 Penalty: 3351.955078
	Iteration 49Q: 3 clusters Score -3860892 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3860954.000000 Penalty: 3351.955078
	Iteration 50Q: 3 clusters Score -3860954 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -3860997.500000 Penalty: 3351.955078
	Iteration 51Q: 3 clusters Score -3860998 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3861039.000000 Penalty: 3351.955078
	Iteration 52Q: 3 clusters Score -3861039 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3861110.250000 Penalty: 3351.955078
	Iteration 53Q: 3 clusters Score -3861110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3861147.000000 Penalty: 3351.955078
	Iteration 54Q: 3 clusters Score -3861147 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3861199.000000 Penalty: 3351.955078
	Iteration 55Q: 3 clusters Score -3861199 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3861248.500000 Penalty: 3351.955078
	Iteration 56Q: 3 clusters Score -3861248 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3861307.500000 Penalty: 3351.955078
	Iteration 57Q: 3 clusters Score -3861308 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3861347.500000 Penalty: 3351.955078
	Iteration 58Q: 3 clusters Score -3861348 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3861387.250000 Penalty: 3351.955078
	Iteration 59Q: 3 clusters Score -3861387 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3861439.250000 Penalty: 3351.955078
	Iteration 60F: 3 clusters Score -3861439 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3861495.000000 Penalty: 3351.955078
	Iteration 61Q: 3 clusters Score -3861495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3861528.500000 Penalty: 3351.955078
	Iteration 62Q: 3 clusters Score -3861528 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3861577.250000 Penalty: 3351.955078
	Iteration 63Q: 3 clusters Score -3861577 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3861633.750000 Penalty: 3351.955078
	Iteration 64Q: 3 clusters Score -3861634 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3861680.250000 Penalty: 3351.955078
	Iteration 65Q: 3 clusters Score -3861680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3861706.750000 Penalty: 3351.955078
	Iteration 66Q: 3 clusters Score -3861707 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3861725.500000 Penalty: 3351.955078
	Iteration 67Q: 3 clusters Score -3861726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3861748.500000 Penalty: 3351.955078
	Iteration 68Q: 3 clusters Score -3861748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3861763.000000 Penalty: 3351.955078
	Iteration 69Q: 3 clusters Score -3861763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3861779.750000 Penalty: 3351.955078
	Iteration 70Q: 3 clusters Score -3861780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3861784.000000 Penalty: 3351.955078
	Iteration 71Q: 3 clusters Score -3861784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3861810.750000 Penalty: 3351.955078
	Iteration 72Q: 3 clusters Score -3861811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3861818.250000 Penalty: 3351.955078
	Iteration 73Q: 3 clusters Score -3861818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3861833.000000 Penalty: 3351.955078
	Iteration 74Q: 3 clusters Score -3861833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3861837.500000 Penalty: 3351.955078
	Iteration 75Q: 3 clusters Score -3861838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3861844.500000 Penalty: 3351.955078
	Iteration 76Q: 3 clusters Score -3861844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3861856.250000 Penalty: 3351.955078
	Iteration 77Q: 3 clusters Score -3861856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3861849.250000 Penalty: 3351.955078
	Iteration 78Q: 3 clusters Score -3861849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3861857.000000 Penalty: 3351.955078
	Iteration 79Q: 3 clusters Score -3861857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3861858.000000 Penalty: 3351.955078
	Iteration 80F: 3 clusters Score -3861858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3861863.750000 Penalty: 3351.955078
	Iteration 81Q: 3 clusters Score -3861864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3861868.500000 Penalty: 3351.955078
	Iteration 82Q: 3 clusters Score -3861868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3861881.500000 Penalty: 3351.955078
	Iteration 83Q: 3 clusters Score -3861882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3861880.500000 Penalty: 3351.955078
	Iteration 84Q: 3 clusters Score -3861880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3861878.750000 Penalty: 3351.955078
	Iteration 85Q: 3 clusters Score -3861879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3861881.250000 Penalty: 3351.955078
	Iteration 86Q: 3 clusters Score -3861881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3861886.500000 Penalty: 3351.955078
	Iteration 87Q: 3 clusters Score -3861886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3861888.000000 Penalty: 3351.955078
	Iteration 88Q: 3 clusters Score -3861888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3861886.750000 Penalty: 3351.955078
	Iteration 89Q: 3 clusters Score -3861887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3861888.250000 Penalty: 3351.955078
	Iteration 90Q: 3 clusters Score -3861888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3861889.250000 Penalty: 3351.955078
	Iteration 91Q: 3 clusters Score -3861889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -3861886.250000 Penalty: 3351.955078
	Iteration 92Q: 3 clusters Score -3861886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3861886.750000 Penalty: 3351.955078
	Iteration 93Q: 3 clusters Score -3861887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3861885.500000 Penalty: 3351.955078
	Iteration 94Q: 3 clusters Score -3861886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -3861888.750000 Penalty: 3351.955078
	Iteration 95Q: 3 clusters Score -3861889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3861887.750000 Penalty: 3351.955078
	Iteration 96Q: 3 clusters Score -3861888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3861890.750000 Penalty: 3351.955078
	Iteration 97Q: 3 clusters Score -3861891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3861892.750000 Penalty: 3351.955078
	Iteration 98Q: 3 clusters Score -3861893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3861892.750000 Penalty: 3351.955078
	Iteration 99F: 3 clusters Score -3861893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (123942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123942 members 
Entering Unmasked Estep 
Score: -15814147.000000 Penalty: 1905.729858
	Iteration 0F: 2 clusters Score -1.581415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -15745720.000000 Penalty: 3811.459717
	Iteration 0F: 3 clusters Score -1.574572e+07 nChanged 59664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -15780910.000000 Penalty: 3811.459717
	Iteration 1F: 3 clusters Score -1.578091e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -15782316.000000 Penalty: 3811.459717
	Iteration 2Q: 3 clusters Score -1.578232e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -15784550.000000 Penalty: 3811.459717
	Iteration 3Q: 3 clusters Score -1.578455e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -15787638.000000 Penalty: 3811.459717
	Iteration 4F: 3 clusters Score -1.578764e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -15792088.000000 Penalty: 3811.459717
	Iteration 5F: 3 clusters Score -1.579209e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 81165 members 
Entering Unmasked Estep 
Score: -15797524.000000 Penalty: 3811.459717
	Iteration 6F: 3 clusters Score -1.579752e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -15803702.000000 Penalty: 3811.459717
	Iteration 7F: 3 clusters Score -1.58037e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -15809496.000000 Penalty: 3811.459717
	Iteration 8F: 3 clusters Score -1.58095e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -15814128.000000 Penalty: 3811.459717
	Iteration 9Q: 3 clusters Score -1.581413e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -15817115.000000 Penalty: 3811.459717
	Iteration 10Q: 3 clusters Score -1.581712e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 97899 members 
Entering Unmasked Estep 
Score: -15818741.000000 Penalty: 3811.459717
	Iteration 11Q: 3 clusters Score -1.581874e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -15819866.000000 Penalty: 3811.459717
	Iteration 12Q: 3 clusters Score -1.581987e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -15820637.000000 Penalty: 3811.459717
	Iteration 13Q: 3 clusters Score -1.582064e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -15821119.000000 Penalty: 3811.459717
	Iteration 14Q: 3 clusters Score -1.582112e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -15821463.000000 Penalty: 3811.459717
	Iteration 15Q: 3 clusters Score -1.582146e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -15821662.000000 Penalty: 3811.459717
	Iteration 16Q: 3 clusters Score -1.582166e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -15821873.000000 Penalty: 3811.459717
	Iteration 17Q: 3 clusters Score -1.582187e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -15822049.000000 Penalty: 3811.459717
	Iteration 18Q: 3 clusters Score -1.582205e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 106427 members 
Entering Unmasked Estep 
Score: -15822106.000000 Penalty: 3811.459717
	Iteration 19Q: 3 clusters Score -1.582211e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -15822175.000000 Penalty: 3811.459717
	Iteration 20F: 3 clusters Score -1.582218e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -15822051.000000 Penalty: 3811.459717
	Iteration 21Q: 3 clusters Score -1.582205e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -15821936.000000 Penalty: 3811.459717
	Iteration 22Q: 3 clusters Score -1.582194e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 110606 members 
Entering Unmasked Estep 
Score: -15821626.000000 Penalty: 3811.459717
	Iteration 23Q: 3 clusters Score -1.582163e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 111733 members 
Entering Unmasked Estep 
Score: -15821190.000000 Penalty: 3811.459717
	Iteration 24Q: 3 clusters Score -1.582119e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 112902 members 
Entering Unmasked Estep 
Score: -15820561.000000 Penalty: 3811.459717
	Iteration 25Q: 3 clusters Score -1.582056e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 114077 members 
Entering Unmasked Estep 
Score: -15819879.000000 Penalty: 3811.459717
	Iteration 26Q: 3 clusters Score -1.581988e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -15819188.000000 Penalty: 3811.459717
	Iteration 27Q: 3 clusters Score -1.581919e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -15818574.000000 Penalty: 3811.459717
	Iteration 28Q: 3 clusters Score -1.581857e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 117308 members 
Entering Unmasked Estep 
Score: -15818023.000000 Penalty: 3811.459717
	Iteration 29Q: 3 clusters Score -1.581802e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -15817337.000000 Penalty: 3811.459717
	Iteration 30Q: 3 clusters Score -1.581734e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -15816724.000000 Penalty: 3811.459717
	Iteration 31Q: 3 clusters Score -1.581672e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 119930 members 
Entering Unmasked Estep 
Score: -15816161.000000 Penalty: 3811.459717
	Iteration 32Q: 3 clusters Score -1.581616e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -15815554.000000 Penalty: 3811.459717
	Iteration 33Q: 3 clusters Score -1.581555e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 121089 members 
Entering Unmasked Estep 
Score: -15815139.000000 Penalty: 3811.459717
	Iteration 34Q: 3 clusters Score -1.581514e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 121520 members 
Entering Unmasked Estep 
Score: -15814765.000000 Penalty: 3811.459717
	Iteration 35Q: 3 clusters Score -1.581476e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 121857 members 
Entering Unmasked Estep 
Score: -15814572.000000 Penalty: 3811.459717
	Iteration 36Q: 3 clusters Score -1.581457e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -15814395.000000 Penalty: 3811.459717
	Iteration 37Q: 3 clusters Score -1.58144e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 122288 members 
Entering Unmasked Estep 
Score: -15814295.000000 Penalty: 3811.459717
	Iteration 38Q: 3 clusters Score -1.58143e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -15814173.000000 Penalty: 3811.459717
	Iteration 39Q: 3 clusters Score -1.581417e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 122563 members 
Entering Unmasked Estep 
Score: -15814097.000000 Penalty: 3811.459717
	Iteration 40F: 3 clusters Score -1.58141e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 122645 members 
Entering Unmasked Estep 
Score: -15814074.000000 Penalty: 3811.459717
	Iteration 41Q: 3 clusters Score -1.581407e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 122708 members 
Entering Unmasked Estep 
Score: -15814011.000000 Penalty: 3811.459717
	Iteration 42Q: 3 clusters Score -1.581401e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 122765 members 
Entering Unmasked Estep 
Score: -15813991.000000 Penalty: 3811.459717
	Iteration 43Q: 3 clusters Score -1.581399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 122818 members 
Entering Unmasked Estep 
Score: -15813935.000000 Penalty: 3811.459717
	Iteration 44Q: 3 clusters Score -1.581394e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 122851 members 
Entering Unmasked Estep 
Score: -15813933.000000 Penalty: 3811.459717
	Iteration 45Q: 3 clusters Score -1.581393e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 122891 members 
Entering Unmasked Estep 
Score: -15813888.000000 Penalty: 3811.459717
	Iteration 46Q: 3 clusters Score -1.581389e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 122921 members 
Entering Unmasked Estep 
Score: -15813889.000000 Penalty: 3811.459717
	Iteration 47Q: 3 clusters Score -1.581389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 122936 members 
Entering Unmasked Estep 
Score: -15813886.000000 Penalty: 3811.459717
	Iteration 48Q: 3 clusters Score -1.581389e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
Score: -15813893.000000 Penalty: 3811.459717
	Iteration 49Q: 3 clusters Score -1.581389e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -15813884.000000 Penalty: 3811.459717
	Iteration 50Q: 3 clusters Score -1.581388e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 122976 members 
Entering Unmasked Estep 
Score: -15813901.000000 Penalty: 3811.459717
	Iteration 51Q: 3 clusters Score -1.58139e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 122986 members 
Entering Unmasked Estep 
Score: -15813901.000000 Penalty: 3811.459717
	Iteration 52Q: 3 clusters Score -1.58139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -15813883.000000 Penalty: 3811.459717
	Iteration 53Q: 3 clusters Score -1.581388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -15813878.000000 Penalty: 3811.459717
	Iteration 54Q: 3 clusters Score -1.581388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -15813873.000000 Penalty: 3811.459717
	Iteration 55Q: 3 clusters Score -1.581387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -15813879.000000 Penalty: 3811.459717
	Iteration 56Q: 3 clusters Score -1.581388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 123047 members 
Entering Unmasked Estep 
Score: -15813878.000000 Penalty: 3811.459717
	Iteration 57Q: 3 clusters Score -1.581388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -15813869.000000 Penalty: 3811.459717
	Iteration 58Q: 3 clusters Score -1.581387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -15813883.000000 Penalty: 3811.459717
	Iteration 59Q: 3 clusters Score -1.581388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -15813849.000000 Penalty: 3811.459717
	Iteration 60F: 3 clusters Score -1.581385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 123081 members 
Entering Unmasked Estep 
Score: -15813854.000000 Penalty: 3811.459717
	Iteration 61Q: 3 clusters Score -1.581385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 123089 members 
Entering Unmasked Estep 
Score: -15813853.000000 Penalty: 3811.459717
	Iteration 62Q: 3 clusters Score -1.581385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 123102 members 
Entering Unmasked Estep 
Score: -15813858.000000 Penalty: 3811.459717
	Iteration 63Q: 3 clusters Score -1.581386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 123118 members 
Entering Unmasked Estep 
Score: -15813871.000000 Penalty: 3811.459717
	Iteration 64Q: 3 clusters Score -1.581387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 123128 members 
Entering Unmasked Estep 
Score: -15813865.000000 Penalty: 3811.459717
	Iteration 65Q: 3 clusters Score -1.581386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 123142 members 
Entering Unmasked Estep 
Score: -15813868.000000 Penalty: 3811.459717
	Iteration 66Q: 3 clusters Score -1.581387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -15813850.000000 Penalty: 3811.459717
	Iteration 67Q: 3 clusters Score -1.581385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 123159 members 
Entering Unmasked Estep 
Score: -15813853.000000 Penalty: 3811.459717
	Iteration 68Q: 3 clusters Score -1.581385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -15813854.000000 Penalty: 3811.459717
	Iteration 69Q: 3 clusters Score -1.581385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 123173 members 
Entering Unmasked Estep 
Score: -15813852.000000 Penalty: 3811.459717
	Iteration 70Q: 3 clusters Score -1.581385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 123176 members 
Entering Unmasked Estep 
Score: -15813850.000000 Penalty: 3811.459717
	Iteration 71Q: 3 clusters Score -1.581385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 123179 members 
Entering Unmasked Estep 
Score: -15813852.000000 Penalty: 3811.459717
	Iteration 72Q: 3 clusters Score -1.581385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 123191 members 
Entering Unmasked Estep 
Score: -15813867.000000 Penalty: 3811.459717
	Iteration 73Q: 3 clusters Score -1.581387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 123195 members 
Entering Unmasked Estep 
Score: -15813864.000000 Penalty: 3811.459717
	Iteration 74Q: 3 clusters Score -1.581386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 123208 members 
Entering Unmasked Estep 
Score: -15813878.000000 Penalty: 3811.459717
	Iteration 75Q: 3 clusters Score -1.581388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 123221 members 
Entering Unmasked Estep 
Score: -15813858.000000 Penalty: 3811.459717
	Iteration 76Q: 3 clusters Score -1.581386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 123227 members 
Entering Unmasked Estep 
Score: -15813865.000000 Penalty: 3811.459717
	Iteration 77Q: 3 clusters Score -1.581386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -15813848.000000 Penalty: 3811.459717
	Iteration 78Q: 3 clusters Score -1.581385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 123244 members 
Entering Unmasked Estep 
Score: -15813850.000000 Penalty: 3811.459717
	Iteration 79Q: 3 clusters Score -1.581385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 123253 members 
Entering Unmasked Estep 
Score: -15813840.000000 Penalty: 3811.459717
	Iteration 80F: 3 clusters Score -1.581384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 123260 members 
Entering Unmasked Estep 
Score: -15813832.000000 Penalty: 3811.459717
	Iteration 81Q: 3 clusters Score -1.581383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 123271 members 
Entering Unmasked Estep 
Score: -15813842.000000 Penalty: 3811.459717
	Iteration 82Q: 3 clusters Score -1.581384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 123278 members 
Entering Unmasked Estep 
Score: -15813840.000000 Penalty: 3811.459717
	Iteration 83Q: 3 clusters Score -1.581384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -15813843.000000 Penalty: 3811.459717
	Iteration 84Q: 3 clusters Score -1.581384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 123296 members 
Entering Unmasked Estep 
Score: -15813851.000000 Penalty: 3811.459717
	Iteration 85Q: 3 clusters Score -1.581385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 123314 members 
Entering Unmasked Estep 
Score: -15813855.000000 Penalty: 3811.459717
	Iteration 86Q: 3 clusters Score -1.581386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -15813863.000000 Penalty: 3811.459717
	Iteration 87Q: 3 clusters Score -1.581386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -15813874.000000 Penalty: 3811.459717
	Iteration 88Q: 3 clusters Score -1.581387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 123361 members 
Entering Unmasked Estep 
Score: -15813863.000000 Penalty: 3811.459717
	Iteration 89Q: 3 clusters Score -1.581386e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 123383 members 
Entering Unmasked Estep 
Score: -15813854.000000 Penalty: 3811.459717
	Iteration 90Q: 3 clusters Score -1.581385e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -15813886.000000 Penalty: 3811.459717
	Iteration 91Q: 3 clusters Score -1.581389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 123433 members 
Entering Unmasked Estep 
Score: -15813907.000000 Penalty: 3811.459717
	Iteration 92Q: 3 clusters Score -1.581391e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 123455 members 
Entering Unmasked Estep 
Score: -15813908.000000 Penalty: 3811.459717
	Iteration 93Q: 3 clusters Score -1.581391e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -15813931.000000 Penalty: 3811.459717
	Iteration 94Q: 3 clusters Score -1.581393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 123508 members 
Entering Unmasked Estep 
Score: -15813943.000000 Penalty: 3811.459717
	Iteration 95Q: 3 clusters Score -1.581394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 123533 members 
Entering Unmasked Estep 
Score: -15813961.000000 Penalty: 3811.459717
	Iteration 96Q: 3 clusters Score -1.581396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -15813999.000000 Penalty: 3811.459717
	Iteration 97Q: 3 clusters Score -1.5814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 123581 members 
Entering Unmasked Estep 
Score: -15814061.000000 Penalty: 3811.459717
	Iteration 98Q: 3 clusters Score -1.581406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 123616 members 
Entering Unmasked Estep 
Score: -15814121.000000 Penalty: 3811.459717
	Iteration 99Q: 3 clusters Score -1.581412e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 123654 members 
Entering Unmasked Estep 
Score: -15814322.000000 Penalty: 3811.459717
	Iteration 100F: 3 clusters Score -1.581432e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 123678 members 
Entering Unmasked Estep 
Score: -15814618.000000 Penalty: 3811.459717
	Iteration 101Q: 3 clusters Score -1.581462e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 123723 members 
Entering Unmasked Estep 
Score: -15815172.000000 Penalty: 3811.459717
	Iteration 102Q: 3 clusters Score -1.581517e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 123758 members 
Entering Unmasked Estep 
Score: -15816089.000000 Penalty: 3811.459717
	Iteration 103Q: 3 clusters Score -1.581609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 123770 members 
Entering Unmasked Estep 
Score: -15816591.000000 Penalty: 3811.459717
	Iteration 104Q: 3 clusters Score -1.581659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -15816617.000000 Penalty: 3811.459717
	Iteration 105Q: 3 clusters Score -1.581662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -15816617.000000 Penalty: 3811.459717
	Iteration 106F: 3 clusters Score -1.581662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 406 members 
Mstep: Class 4 contains 105344 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 16943 members 
Mstep: Class 7 contains 2128 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 120974 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 171 members 
Mstep: Class 12 contains 123771 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 17 contains 34385 members 
Mstep: Class 18 contains 21679 members 
Mstep: Class 19 contains 112353 members 
Entering Unmasked Estep 
Score: -72761304.000000 Penalty: 34500.488281
Splitting cluster 11 changes total score from -72753992.000000 to -72761304.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (7494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Entering Unmasked Estep 
Score: -973508.312500 Penalty: 1449.801880
	Iteration 0F: 2 clusters Score -973508.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -967937.750000 Penalty: 2899.603760
	Iteration 0F: 3 clusters Score -967937.8 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -969692.375000 Penalty: 2899.603760
	Iteration 1F: 3 clusters Score -969692.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -969979.250000 Penalty: 2899.603760
	Iteration 2F: 3 clusters Score -969979.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -970218.125000 Penalty: 2899.603760
	Iteration 3F: 3 clusters Score -970218.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -970431.000000 Penalty: 2899.603760
	Iteration 4Q: 3 clusters Score -970431 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -970667.250000 Penalty: 2899.603760
	Iteration 5Q: 3 clusters Score -970667.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -970951.500000 Penalty: 2899.603760
	Iteration 6F: 3 clusters Score -970951.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -971212.375000 Penalty: 2899.603760
	Iteration 7Q: 3 clusters Score -971212.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -971413.875000 Penalty: 2899.603760
	Iteration 8Q: 3 clusters Score -971413.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -971576.375000 Penalty: 2899.603760
	Iteration 9Q: 3 clusters Score -971576.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -971672.187500 Penalty: 2899.603760
	Iteration 10Q: 3 clusters Score -971672.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -971740.000000 Penalty: 2899.603760
	Iteration 11Q: 3 clusters Score -971740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -971798.375000 Penalty: 2899.603760
	Iteration 12Q: 3 clusters Score -971798.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -971857.500000 Penalty: 2899.603760
	Iteration 13Q: 3 clusters Score -971857.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -971924.375000 Penalty: 2899.603760
	Iteration 14Q: 3 clusters Score -971924.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -971967.125000 Penalty: 2899.603760
	Iteration 15Q: 3 clusters Score -971967.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -971999.000000 Penalty: 2899.603760
	Iteration 16Q: 3 clusters Score -971999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -972025.437500 Penalty: 2899.603760
	Iteration 17Q: 3 clusters Score -972025.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -972046.000000 Penalty: 2899.603760
	Iteration 18Q: 3 clusters Score -972046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -972059.312500 Penalty: 2899.603760
	Iteration 19Q: 3 clusters Score -972059.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -972073.000000 Penalty: 2899.603760
	Iteration 20F: 3 clusters Score -972073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -972081.375000 Penalty: 2899.603760
	Iteration 21Q: 3 clusters Score -972081.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -972090.812500 Penalty: 2899.603760
	Iteration 22Q: 3 clusters Score -972090.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -972097.500000 Penalty: 2899.603760
	Iteration 23Q: 3 clusters Score -972097.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -972105.937500 Penalty: 2899.603760
	Iteration 24Q: 3 clusters Score -972105.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -972116.687500 Penalty: 2899.603760
	Iteration 25Q: 3 clusters Score -972116.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -972122.437500 Penalty: 2899.603760
	Iteration 26Q: 3 clusters Score -972122.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -972128.937500 Penalty: 2899.603760
	Iteration 27Q: 3 clusters Score -972128.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -972135.187500 Penalty: 2899.603760
	Iteration 28Q: 3 clusters Score -972135.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -972140.312500 Penalty: 2899.603760
	Iteration 29Q: 3 clusters Score -972140.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -972144.125000 Penalty: 2899.603760
	Iteration 30Q: 3 clusters Score -972144.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -972147.750000 Penalty: 2899.603760
	Iteration 31Q: 3 clusters Score -972147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -972148.437500 Penalty: 2899.603760
	Iteration 32Q: 3 clusters Score -972148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -972147.437500 Penalty: 2899.603760
	Iteration 33Q: 3 clusters Score -972147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -972151.687500 Penalty: 2899.603760
	Iteration 34Q: 3 clusters Score -972151.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -972153.812500 Penalty: 2899.603760
	Iteration 35Q: 3 clusters Score -972153.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -972160.500000 Penalty: 2899.603760
	Iteration 36Q: 3 clusters Score -972160.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -972165.625000 Penalty: 2899.603760
	Iteration 37Q: 3 clusters Score -972165.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -972169.375000 Penalty: 2899.603760
	Iteration 38Q: 3 clusters Score -972169.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -972171.687500 Penalty: 2899.603760
	Iteration 39Q: 3 clusters Score -972171.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -972174.375000 Penalty: 2899.603760
	Iteration 40F: 3 clusters Score -972174.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -972174.937500 Penalty: 2899.603760
	Iteration 41Q: 3 clusters Score -972174.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -972178.937500 Penalty: 2899.603760
	Iteration 42Q: 3 clusters Score -972178.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -972180.062500 Penalty: 2899.603760
	Iteration 43Q: 3 clusters Score -972180.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -972181.625000 Penalty: 2899.603760
	Iteration 44Q: 3 clusters Score -972181.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -972181.437500 Penalty: 2899.603760
	Iteration 45Q: 3 clusters Score -972181.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -972187.750000 Penalty: 2899.603760
	Iteration 46Q: 3 clusters Score -972187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -972191.937500 Penalty: 2899.603760
	Iteration 47Q: 3 clusters Score -972191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -972192.562500 Penalty: 2899.603760
	Iteration 48Q: 3 clusters Score -972192.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -972193.875000 Penalty: 2899.603760
	Iteration 49Q: 3 clusters Score -972193.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -972196.375000 Penalty: 2899.603760
	Iteration 50Q: 3 clusters Score -972196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -972199.250000 Penalty: 2899.603760
	Iteration 51Q: 3 clusters Score -972199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -972198.750000 Penalty: 2899.603760
	Iteration 52Q: 3 clusters Score -972198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -972200.125000 Penalty: 2899.603760
	Iteration 53Q: 3 clusters Score -972200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -972201.625000 Penalty: 2899.603760
	Iteration 54Q: 3 clusters Score -972201.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -972202.687500 Penalty: 2899.603760
	Iteration 55Q: 3 clusters Score -972202.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -972203.312500 Penalty: 2899.603760
	Iteration 56Q: 3 clusters Score -972203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -972205.250000 Penalty: 2899.603760
	Iteration 57Q: 3 clusters Score -972205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -972205.250000 Penalty: 2899.603760
	Iteration 58Q: 3 clusters Score -972205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -972206.437500 Penalty: 2899.603760
	Iteration 59Q: 3 clusters Score -972206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -972209.312500 Penalty: 2899.603760
	Iteration 60F: 3 clusters Score -972209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -972209.500000 Penalty: 2899.603760
	Iteration 61Q: 3 clusters Score -972209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -972213.187500 Penalty: 2899.603760
	Iteration 62Q: 3 clusters Score -972213.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -972217.062500 Penalty: 2899.603760
	Iteration 63Q: 3 clusters Score -972217.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -972220.750000 Penalty: 2899.603760
	Iteration 64Q: 3 clusters Score -972220.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -972220.500000 Penalty: 2899.603760
	Iteration 65Q: 3 clusters Score -972220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -972222.875000 Penalty: 2899.603760
	Iteration 66Q: 3 clusters Score -972222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -972221.875000 Penalty: 2899.603760
	Iteration 67Q: 3 clusters Score -972221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -972224.312500 Penalty: 2899.603760
	Iteration 68Q: 3 clusters Score -972224.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -972226.312500 Penalty: 2899.603760
	Iteration 69Q: 3 clusters Score -972226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -972226.312500 Penalty: 2899.603760
	Iteration 70Q: 3 clusters Score -972226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -972225.750000 Penalty: 2899.603760
	Iteration 71Q: 3 clusters Score -972225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -972225.750000 Penalty: 2899.603760
	Iteration 72F: 3 clusters Score -972225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Entering Unmasked Estep 
Score: -4415788.500000 Penalty: 1697.373535
	Iteration 0F: 2 clusters Score -4415788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4392627.000000 Penalty: 3394.747070
	Iteration 0F: 3 clusters Score -4392627 nChanged 16024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -4401863.000000 Penalty: 3394.747070
	Iteration 1F: 3 clusters Score -4401863 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -4402262.000000 Penalty: 3394.747070
	Iteration 2Q: 3 clusters Score -4402262 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4402703.500000 Penalty: 3394.747070
	Iteration 3Q: 3 clusters Score -4402704 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -4403182.000000 Penalty: 3394.747070
	Iteration 4Q: 3 clusters Score -4403182 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4403902.000000 Penalty: 3394.747070
	Iteration 5Q: 3 clusters Score -4403902 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4404883.500000 Penalty: 3394.747070
	Iteration 6Q: 3 clusters Score -4404884 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -4406086.500000 Penalty: 3394.747070
	Iteration 7F: 3 clusters Score -4406086 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4407576.500000 Penalty: 3394.747070
	Iteration 8F: 3 clusters Score -4407576 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4409175.000000 Penalty: 3394.747070
	Iteration 9F: 3 clusters Score -4409175 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4410464.500000 Penalty: 3394.747070
	Iteration 10F: 3 clusters Score -4410464 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4411252.000000 Penalty: 3394.747070
	Iteration 11Q: 3 clusters Score -4411252 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4411650.500000 Penalty: 3394.747070
	Iteration 12Q: 3 clusters Score -4411650 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -4411919.500000 Penalty: 3394.747070
	Iteration 13Q: 3 clusters Score -4411920 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -4412132.000000 Penalty: 3394.747070
	Iteration 14Q: 3 clusters Score -4412132 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -4412310.000000 Penalty: 3394.747070
	Iteration 15Q: 3 clusters Score -4412310 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -4412416.500000 Penalty: 3394.747070
	Iteration 16Q: 3 clusters Score -4412416 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -4412507.000000 Penalty: 3394.747070
	Iteration 17Q: 3 clusters Score -4412507 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4412594.500000 Penalty: 3394.747070
	Iteration 18Q: 3 clusters Score -4412594 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -4412674.500000 Penalty: 3394.747070
	Iteration 19Q: 3 clusters Score -4412674 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -4412760.000000 Penalty: 3394.747070
	Iteration 20F: 3 clusters Score -4412760 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -4412824.500000 Penalty: 3394.747070
	Iteration 21Q: 3 clusters Score -4412824 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4412880.000000 Penalty: 3394.747070
	Iteration 22Q: 3 clusters Score -4412880 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4412931.000000 Penalty: 3394.747070
	Iteration 23Q: 3 clusters Score -4412931 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4412986.500000 Penalty: 3394.747070
	Iteration 24Q: 3 clusters Score -4412986 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4413050.500000 Penalty: 3394.747070
	Iteration 25Q: 3 clusters Score -4413050 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -4413096.000000 Penalty: 3394.747070
	Iteration 26Q: 3 clusters Score -4413096 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -4413132.000000 Penalty: 3394.747070
	Iteration 27Q: 3 clusters Score -4413132 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -4413183.000000 Penalty: 3394.747070
	Iteration 28Q: 3 clusters Score -4413183 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -4413205.500000 Penalty: 3394.747070
	Iteration 29Q: 3 clusters Score -4413206 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4413248.000000 Penalty: 3394.747070
	Iteration 30Q: 3 clusters Score -4413248 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4413280.500000 Penalty: 3394.747070
	Iteration 31Q: 3 clusters Score -4413280 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4413324.500000 Penalty: 3394.747070
	Iteration 32Q: 3 clusters Score -4413324 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -4413362.000000 Penalty: 3394.747070
	Iteration 33Q: 3 clusters Score -4413362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4413410.000000 Penalty: 3394.747070
	Iteration 34Q: 3 clusters Score -4413410 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4413463.000000 Penalty: 3394.747070
	Iteration 35Q: 3 clusters Score -4413463 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4413494.000000 Penalty: 3394.747070
	Iteration 36Q: 3 clusters Score -4413494 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4413560.500000 Penalty: 3394.747070
	Iteration 37Q: 3 clusters Score -4413560 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4413609.500000 Penalty: 3394.747070
	Iteration 38Q: 3 clusters Score -4413610 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4413639.500000 Penalty: 3394.747070
	Iteration 39Q: 3 clusters Score -4413640 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4413686.000000 Penalty: 3394.747070
	Iteration 40F: 3 clusters Score -4413686 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4413731.000000 Penalty: 3394.747070
	Iteration 41Q: 3 clusters Score -4413731 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -4413755.000000 Penalty: 3394.747070
	Iteration 42Q: 3 clusters Score -4413755 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4413792.000000 Penalty: 3394.747070
	Iteration 43Q: 3 clusters Score -4413792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4413812.000000 Penalty: 3394.747070
	Iteration 44Q: 3 clusters Score -4413812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4413850.000000 Penalty: 3394.747070
	Iteration 45Q: 3 clusters Score -4413850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4413882.000000 Penalty: 3394.747070
	Iteration 46Q: 3 clusters Score -4413882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4413920.000000 Penalty: 3394.747070
	Iteration 47Q: 3 clusters Score -4413920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4413955.000000 Penalty: 3394.747070
	Iteration 48Q: 3 clusters Score -4413955 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4413987.000000 Penalty: 3394.747070
	Iteration 49Q: 3 clusters Score -4413987 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4414001.000000 Penalty: 3394.747070
	Iteration 50Q: 3 clusters Score -4414001 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4414054.000000 Penalty: 3394.747070
	Iteration 51Q: 3 clusters Score -4414054 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -4414087.500000 Penalty: 3394.747070
	Iteration 52Q: 3 clusters Score -4414088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4414142.500000 Penalty: 3394.747070
	Iteration 53Q: 3 clusters Score -4414142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4414164.000000 Penalty: 3394.747070
	Iteration 54Q: 3 clusters Score -4414164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4414205.500000 Penalty: 3394.747070
	Iteration 55Q: 3 clusters Score -4414206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -4414226.000000 Penalty: 3394.747070
	Iteration 56Q: 3 clusters Score -4414226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4414240.000000 Penalty: 3394.747070
	Iteration 57Q: 3 clusters Score -4414240 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4414266.500000 Penalty: 3394.747070
	Iteration 58Q: 3 clusters Score -4414266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4414294.500000 Penalty: 3394.747070
	Iteration 59Q: 3 clusters Score -4414294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4414303.000000 Penalty: 3394.747070
	Iteration 60F: 3 clusters Score -4414303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -4414318.000000 Penalty: 3394.747070
	Iteration 61Q: 3 clusters Score -4414318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4414325.000000 Penalty: 3394.747070
	Iteration 62Q: 3 clusters Score -4414325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4414338.500000 Penalty: 3394.747070
	Iteration 63Q: 3 clusters Score -4414338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4414345.000000 Penalty: 3394.747070
	Iteration 64Q: 3 clusters Score -4414345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4414353.500000 Penalty: 3394.747070
	Iteration 65Q: 3 clusters Score -4414354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4414362.000000 Penalty: 3394.747070
	Iteration 66Q: 3 clusters Score -4414362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4414370.000000 Penalty: 3394.747070
	Iteration 67Q: 3 clusters Score -4414370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4414379.500000 Penalty: 3394.747070
	Iteration 68Q: 3 clusters Score -4414380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4414376.500000 Penalty: 3394.747070
	Iteration 69Q: 3 clusters Score -4414376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4414378.000000 Penalty: 3394.747070
	Iteration 70Q: 3 clusters Score -4414378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4414381.500000 Penalty: 3394.747070
	Iteration 71Q: 3 clusters Score -4414382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4414383.500000 Penalty: 3394.747070
	Iteration 72Q: 3 clusters Score -4414384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4414388.500000 Penalty: 3394.747070
	Iteration 73Q: 3 clusters Score -4414388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4414389.500000 Penalty: 3394.747070
	Iteration 74Q: 3 clusters Score -4414390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4414394.500000 Penalty: 3394.747070
	Iteration 75Q: 3 clusters Score -4414394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4414400.500000 Penalty: 3394.747070
	Iteration 76Q: 3 clusters Score -4414400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4414402.500000 Penalty: 3394.747070
	Iteration 77Q: 3 clusters Score -4414402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4414402.500000 Penalty: 3394.747070
	Iteration 78Q: 3 clusters Score -4414402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4414404.000000 Penalty: 3394.747070
	Iteration 79Q: 3 clusters Score -4414404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4414404.000000 Penalty: 3394.747070
	Iteration 80F: 3 clusters Score -4414404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4414407.500000 Penalty: 3394.747070
	Iteration 81Q: 3 clusters Score -4414408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4414409.000000 Penalty: 3394.747070
	Iteration 82Q: 3 clusters Score -4414409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -4414409.500000 Penalty: 3394.747070
	Iteration 83Q: 3 clusters Score -4414410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4414409.500000 Penalty: 3394.747070
	Iteration 84Q: 3 clusters Score -4414410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4414410.000000 Penalty: 3394.747070
	Iteration 85Q: 3 clusters Score -4414410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4414410.500000 Penalty: 3394.747070
	Iteration 86Q: 3 clusters Score -4414410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4414410.500000 Penalty: 3394.747070
	Iteration 87F: 3 clusters Score -4414410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Entering Unmasked Estep 
Score: -2765607.000000 Penalty: 1622.416138
	Iteration 0F: 2 clusters Score -2765607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2750819.250000 Penalty: 3244.832275
	Iteration 0F: 3 clusters Score -2750819 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2756159.750000 Penalty: 3244.832275
	Iteration 1F: 3 clusters Score -2756160 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2756531.000000 Penalty: 3244.832275
	Iteration 2Q: 3 clusters Score -2756531 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2756989.500000 Penalty: 3244.832275
	Iteration 3Q: 3 clusters Score -2756990 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2757612.250000 Penalty: 3244.832275
	Iteration 4F: 3 clusters Score -2757612 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2758338.500000 Penalty: 3244.832275
	Iteration 5F: 3 clusters Score -2758338 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2759131.250000 Penalty: 3244.832275
	Iteration 6F: 3 clusters Score -2759131 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2760071.250000 Penalty: 3244.832275
	Iteration 7F: 3 clusters Score -2760071 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2761030.750000 Penalty: 3244.832275
	Iteration 8F: 3 clusters Score -2761031 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2761935.500000 Penalty: 3244.832275
	Iteration 9F: 3 clusters Score -2761936 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2762769.750000 Penalty: 3244.832275
	Iteration 10Q: 3 clusters Score -2762770 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2763351.500000 Penalty: 3244.832275
	Iteration 11Q: 3 clusters Score -2763352 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2763688.500000 Penalty: 3244.832275
	Iteration 12Q: 3 clusters Score -2763688 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2763873.500000 Penalty: 3244.832275
	Iteration 13Q: 3 clusters Score -2763874 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2763995.250000 Penalty: 3244.832275
	Iteration 14Q: 3 clusters Score -2763995 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2764098.250000 Penalty: 3244.832275
	Iteration 15Q: 3 clusters Score -2764098 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2764154.250000 Penalty: 3244.832275
	Iteration 16Q: 3 clusters Score -2764154 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2764206.000000 Penalty: 3244.832275
	Iteration 17Q: 3 clusters Score -2764206 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2764233.750000 Penalty: 3244.832275
	Iteration 18Q: 3 clusters Score -2764234 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2764252.250000 Penalty: 3244.832275
	Iteration 19Q: 3 clusters Score -2764252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2764269.250000 Penalty: 3244.832275
	Iteration 20F: 3 clusters Score -2764269 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2764283.000000 Penalty: 3244.832275
	Iteration 21Q: 3 clusters Score -2764283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2764291.000000 Penalty: 3244.832275
	Iteration 22Q: 3 clusters Score -2764291 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2764307.000000 Penalty: 3244.832275
	Iteration 23Q: 3 clusters Score -2764307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2764316.250000 Penalty: 3244.832275
	Iteration 24Q: 3 clusters Score -2764316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2764317.000000 Penalty: 3244.832275
	Iteration 25Q: 3 clusters Score -2764317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2764317.750000 Penalty: 3244.832275
	Iteration 26Q: 3 clusters Score -2764318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2764324.000000 Penalty: 3244.832275
	Iteration 27Q: 3 clusters Score -2764324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2764330.250000 Penalty: 3244.832275
	Iteration 28Q: 3 clusters Score -2764330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2764329.250000 Penalty: 3244.832275
	Iteration 29Q: 3 clusters Score -2764329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2764331.750000 Penalty: 3244.832275
	Iteration 30Q: 3 clusters Score -2764332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2764330.250000 Penalty: 3244.832275
	Iteration 31Q: 3 clusters Score -2764330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2764331.250000 Penalty: 3244.832275
	Iteration 32Q: 3 clusters Score -2764331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2764334.500000 Penalty: 3244.832275
	Iteration 33Q: 3 clusters Score -2764334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2764345.000000 Penalty: 3244.832275
	Iteration 34Q: 3 clusters Score -2764345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2764350.250000 Penalty: 3244.832275
	Iteration 35Q: 3 clusters Score -2764350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2764349.750000 Penalty: 3244.832275
	Iteration 36Q: 3 clusters Score -2764350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2764356.250000 Penalty: 3244.832275
	Iteration 37Q: 3 clusters Score -2764356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2764361.250000 Penalty: 3244.832275
	Iteration 38Q: 3 clusters Score -2764361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2764371.500000 Penalty: 3244.832275
	Iteration 39Q: 3 clusters Score -2764372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2764370.750000 Penalty: 3244.832275
	Iteration 40F: 3 clusters Score -2764371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2764382.500000 Penalty: 3244.832275
	Iteration 41Q: 3 clusters Score -2764382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2764379.500000 Penalty: 3244.832275
	Iteration 42Q: 3 clusters Score -2764380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2764383.500000 Penalty: 3244.832275
	Iteration 43Q: 3 clusters Score -2764384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2764385.250000 Penalty: 3244.832275
	Iteration 44Q: 3 clusters Score -2764385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2764383.750000 Penalty: 3244.832275
	Iteration 45Q: 3 clusters Score -2764384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2764385.750000 Penalty: 3244.832275
	Iteration 46Q: 3 clusters Score -2764386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2764385.250000 Penalty: 3244.832275
	Iteration 47Q: 3 clusters Score -2764385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2764383.500000 Penalty: 3244.832275
	Iteration 48Q: 3 clusters Score -2764384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2764386.250000 Penalty: 3244.832275
	Iteration 49Q: 3 clusters Score -2764386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2764386.250000 Penalty: 3244.832275
	Iteration 50F: 3 clusters Score -2764386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (112353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112353 members 
Entering Unmasked Estep 
Score: -14529026.000000 Penalty: 1889.777710
	Iteration 0F: 2 clusters Score -1.452903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -14464510.000000 Penalty: 3779.555420
	Iteration 0F: 3 clusters Score -1.446451e+07 nChanged 53891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -14495051.000000 Penalty: 3779.555420
	Iteration 1F: 3 clusters Score -1.449505e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -14495638.000000 Penalty: 3779.555420
	Iteration 2Q: 3 clusters Score -1.449564e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -14496040.000000 Penalty: 3779.555420
	Iteration 3Q: 3 clusters Score -1.449604e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -14496558.000000 Penalty: 3779.555420
	Iteration 4Q: 3 clusters Score -1.449656e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -14497061.000000 Penalty: 3779.555420
	Iteration 5Q: 3 clusters Score -1.449706e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -14497680.000000 Penalty: 3779.555420
	Iteration 6Q: 3 clusters Score -1.449768e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -14498567.000000 Penalty: 3779.555420
	Iteration 7Q: 3 clusters Score -1.449857e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -14500159.000000 Penalty: 3779.555420
	Iteration 8Q: 3 clusters Score -1.450016e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -14502607.000000 Penalty: 3779.555420
	Iteration 9F: 3 clusters Score -1.450261e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -14506123.000000 Penalty: 3779.555420
	Iteration 10F: 3 clusters Score -1.450612e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -14510718.000000 Penalty: 3779.555420
	Iteration 11F: 3 clusters Score -1.451072e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -14514802.000000 Penalty: 3779.555420
	Iteration 12F: 3 clusters Score -1.45148e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -14516994.000000 Penalty: 3779.555420
	Iteration 13Q: 3 clusters Score -1.451699e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -14517595.000000 Penalty: 3779.555420
	Iteration 14Q: 3 clusters Score -1.45176e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -14517708.000000 Penalty: 3779.555420
	Iteration 15Q: 3 clusters Score -1.451771e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -14517697.000000 Penalty: 3779.555420
	Iteration 16Q: 3 clusters Score -1.45177e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -14517676.000000 Penalty: 3779.555420
	Iteration 17Q: 3 clusters Score -1.451768e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -14517651.000000 Penalty: 3779.555420
	Iteration 18Q: 3 clusters Score -1.451765e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -14517651.000000 Penalty: 3779.555420
	Iteration 19Q: 3 clusters Score -1.451765e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -14517680.000000 Penalty: 3779.555420
	Iteration 20F: 3 clusters Score -1.451768e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -14517667.000000 Penalty: 3779.555420
	Iteration 21Q: 3 clusters Score -1.451767e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -14517615.000000 Penalty: 3779.555420
	Iteration 22Q: 3 clusters Score -1.451762e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -14517562.000000 Penalty: 3779.555420
	Iteration 23Q: 3 clusters Score -1.451756e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -14517555.000000 Penalty: 3779.555420
	Iteration 24Q: 3 clusters Score -1.451756e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -14517442.000000 Penalty: 3779.555420
	Iteration 25Q: 3 clusters Score -1.451744e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -14517358.000000 Penalty: 3779.555420
	Iteration 26Q: 3 clusters Score -1.451736e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -14517305.000000 Penalty: 3779.555420
	Iteration 27Q: 3 clusters Score -1.45173e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -14517377.000000 Penalty: 3779.555420
	Iteration 28Q: 3 clusters Score -1.451738e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -14517395.000000 Penalty: 3779.555420
	Iteration 29Q: 3 clusters Score -1.45174e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -14517453.000000 Penalty: 3779.555420
	Iteration 30Q: 3 clusters Score -1.451745e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -14517498.000000 Penalty: 3779.555420
	Iteration 31Q: 3 clusters Score -1.45175e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -14517457.000000 Penalty: 3779.555420
	Iteration 32Q: 3 clusters Score -1.451746e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -14517563.000000 Penalty: 3779.555420
	Iteration 33Q: 3 clusters Score -1.451756e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -14517670.000000 Penalty: 3779.555420
	Iteration 34Q: 3 clusters Score -1.451767e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -14517766.000000 Penalty: 3779.555420
	Iteration 35Q: 3 clusters Score -1.451777e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -14517883.000000 Penalty: 3779.555420
	Iteration 36Q: 3 clusters Score -1.451788e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -14517992.000000 Penalty: 3779.555420
	Iteration 37Q: 3 clusters Score -1.451799e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -14518159.000000 Penalty: 3779.555420
	Iteration 38Q: 3 clusters Score -1.451816e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -14518260.000000 Penalty: 3779.555420
	Iteration 39Q: 3 clusters Score -1.451826e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -14518409.000000 Penalty: 3779.555420
	Iteration 40F: 3 clusters Score -1.451841e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -14518533.000000 Penalty: 3779.555420
	Iteration 41Q: 3 clusters Score -1.451853e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -14518713.000000 Penalty: 3779.555420
	Iteration 42Q: 3 clusters Score -1.451871e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -14518887.000000 Penalty: 3779.555420
	Iteration 43Q: 3 clusters Score -1.451889e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -14519130.000000 Penalty: 3779.555420
	Iteration 44Q: 3 clusters Score -1.451913e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -14519476.000000 Penalty: 3779.555420
	Iteration 45Q: 3 clusters Score -1.451948e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -14520248.000000 Penalty: 3779.555420
	Iteration 46Q: 3 clusters Score -1.452025e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -14521451.000000 Penalty: 3779.555420
	Iteration 47Q: 3 clusters Score -1.452145e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -14522944.000000 Penalty: 3779.555420
	Iteration 48Q: 3 clusters Score -1.452294e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -14524502.000000 Penalty: 3779.555420
	Iteration 49Q: 3 clusters Score -1.45245e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -14525668.000000 Penalty: 3779.555420
	Iteration 50Q: 3 clusters Score -1.452567e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -14526431.000000 Penalty: 3779.555420
	Iteration 51Q: 3 clusters Score -1.452643e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -14526859.000000 Penalty: 3779.555420
	Iteration 52Q: 3 clusters Score -1.452686e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -14527025.000000 Penalty: 3779.555420
	Iteration 53Q: 3 clusters Score -1.452702e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 99844 members 
Entering Unmasked Estep 
Score: -14527124.000000 Penalty: 3779.555420
	Iteration 54Q: 3 clusters Score -1.452712e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -14527488.000000 Penalty: 3779.555420
	Iteration 55Q: 3 clusters Score -1.452749e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -14527788.000000 Penalty: 3779.555420
	Iteration 56Q: 3 clusters Score -1.452779e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -14527884.000000 Penalty: 3779.555420
	Iteration 57Q: 3 clusters Score -1.452788e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 103898 members 
Entering Unmasked Estep 
Score: -14527989.000000 Penalty: 3779.555420
	Iteration 58Q: 3 clusters Score -1.452799e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -14528077.000000 Penalty: 3779.555420
	Iteration 59Q: 3 clusters Score -1.452808e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -14528898.000000 Penalty: 3779.555420
	Iteration 60F: 3 clusters Score -1.45289e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -14529323.000000 Penalty: 3779.555420
	Iteration 61Q: 3 clusters Score -1.452932e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 108059 members 
Entering Unmasked Estep 
Score: -14529282.000000 Penalty: 3779.555420
	Iteration 62Q: 3 clusters Score -1.452928e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 108885 members 
Entering Unmasked Estep 
Score: -14529256.000000 Penalty: 3779.555420
	Iteration 63Q: 3 clusters Score -1.452926e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 109506 members 
Entering Unmasked Estep 
Score: -14529182.000000 Penalty: 3779.555420
	Iteration 64Q: 3 clusters Score -1.452918e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 109956 members 
Entering Unmasked Estep 
Score: -14529155.000000 Penalty: 3779.555420
	Iteration 65Q: 3 clusters Score -1.452916e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 110266 members 
Entering Unmasked Estep 
Score: -14529167.000000 Penalty: 3779.555420
	Iteration 66Q: 3 clusters Score -1.452917e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
Score: -14529146.000000 Penalty: 3779.555420
	Iteration 67Q: 3 clusters Score -1.452915e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -14529138.000000 Penalty: 3779.555420
	Iteration 68Q: 3 clusters Score -1.452914e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 110760 members 
Entering Unmasked Estep 
Score: -14529118.000000 Penalty: 3779.555420
	Iteration 69Q: 3 clusters Score -1.452912e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -14529122.000000 Penalty: 3779.555420
	Iteration 70Q: 3 clusters Score -1.452912e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 110894 members 
Entering Unmasked Estep 
Score: -14529119.000000 Penalty: 3779.555420
	Iteration 71Q: 3 clusters Score -1.452912e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -14529092.000000 Penalty: 3779.555420
	Iteration 72Q: 3 clusters Score -1.452909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 110976 members 
Entering Unmasked Estep 
Score: -14529097.000000 Penalty: 3779.555420
	Iteration 73Q: 3 clusters Score -1.45291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -14529108.000000 Penalty: 3779.555420
	Iteration 74Q: 3 clusters Score -1.452911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 111009 members 
Entering Unmasked Estep 
Score: -14529101.000000 Penalty: 3779.555420
	Iteration 75Q: 3 clusters Score -1.45291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -14529115.000000 Penalty: 3779.555420
	Iteration 76Q: 3 clusters Score -1.452912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -14529120.000000 Penalty: 3779.555420
	Iteration 77Q: 3 clusters Score -1.452912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 111042 members 
Entering Unmasked Estep 
Score: -14529099.000000 Penalty: 3779.555420
	Iteration 78Q: 3 clusters Score -1.45291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 111049 members 
Entering Unmasked Estep 
Score: -14529085.000000 Penalty: 3779.555420
	Iteration 79Q: 3 clusters Score -1.452908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 111059 members 
Entering Unmasked Estep 
Score: -14529085.000000 Penalty: 3779.555420
	Iteration 80F: 3 clusters Score -1.452908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -14529080.000000 Penalty: 3779.555420
	Iteration 81Q: 3 clusters Score -1.452908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -14529086.000000 Penalty: 3779.555420
	Iteration 82Q: 3 clusters Score -1.452909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -14529066.000000 Penalty: 3779.555420
	Iteration 83Q: 3 clusters Score -1.452907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -14529076.000000 Penalty: 3779.555420
	Iteration 84Q: 3 clusters Score -1.452908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 111074 members 
Entering Unmasked Estep 
Score: -14529091.000000 Penalty: 3779.555420
	Iteration 85Q: 3 clusters Score -1.452909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 111073 members 
Entering Unmasked Estep 
Score: -14529082.000000 Penalty: 3779.555420
	Iteration 86Q: 3 clusters Score -1.452908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 111073 members 
Entering Unmasked Estep 
Score: -14529082.000000 Penalty: 3779.555420
	Iteration 87F: 3 clusters Score -1.452908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 406 members 
Mstep: Class 4 contains 105344 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 16943 members 
Mstep: Class 7 contains 2128 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 120974 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 171 members 
Mstep: Class 12 contains 123771 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 14 contains 111073 members 
Mstep: Class 17 contains 34385 members 
Mstep: Class 18 contains 21679 members 
Mstep: Class 19 contains 1280 members 
Entering Unmasked Estep 
Score: -72760880.000000 Penalty: 36656.769531
Splitting cluster 19 changes total score from -72753992.000000 to -72760880.000000
So it's getting split into cluster 14.
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 4 contains 105344 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 120974 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 171 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 17 contains 34385 members 
Mstep: Class 18 contains 21679 members 
Mstep: Class 19 contains 1280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72765840.000000 Penalty: 36656.769531
Iteration 39Q: 18 clusters Score -7.276584e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 104773 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 16908 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 120738 members 
Mstep: Class 10 contains 30573 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 123205 members 
Mstep: Class 13 contains 7803 members 
Mstep: Class 14 contains 110435 members 
Mstep: Class 17 contains 34421 members 
Mstep: Class 18 contains 22062 members 
Mstep: Class 19 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72770960.000000 Penalty: 36656.769531
Iteration 40F: 18 clusters Score -7.277096e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 444 members 
Mstep: Class 4 contains 103757 members 
Mstep: Class 5 contains 263 members 
Mstep: Class 6 contains 17414 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 119672 members 
Mstep: Class 10 contains 30772 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 123065 members 
Mstep: Class 13 contains 8656 members 
Mstep: Class 14 contains 110176 members 
Mstep: Class 17 contains 34378 members 
Mstep: Class 18 contains 22411 members 
Mstep: Class 19 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72774840.000000 Penalty: 36656.769531
Iteration 41Q: 18 clusters Score -7.277484e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 102893 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 17749 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 118651 members 
Mstep: Class 10 contains 30983 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 122851 members 
Mstep: Class 13 contains 9570 members 
Mstep: Class 14 contains 110014 members 
Mstep: Class 17 contains 34298 members 
Mstep: Class 18 contains 22797 members 
Mstep: Class 19 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72777864.000000 Penalty: 36656.769531
Iteration 42Q: 18 clusters Score -7.277786e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 102241 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 17969 members 
Mstep: Class 7 contains 2790 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 117627 members 
Mstep: Class 10 contains 31187 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 122609 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 109922 members 
Mstep: Class 17 contains 34233 members 
Mstep: Class 18 contains 23140 members 
Mstep: Class 19 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72780216.000000 Penalty: 36656.769531
Iteration 43Q: 18 clusters Score -7.278022e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 604 members 
Mstep: Class 3 contains 476 members 
Mstep: Class 4 contains 101661 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18143 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 116659 members 
Mstep: Class 10 contains 31303 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 122399 members 
Mstep: Class 13 contains 11376 members 
Mstep: Class 14 contains 109891 members 
Mstep: Class 17 contains 34138 members 
Mstep: Class 18 contains 23512 members 
Mstep: Class 19 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783032.000000 Penalty: 36656.769531
Iteration 44Q: 18 clusters Score -7.278303e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 605 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 101268 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 18249 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 115711 members 
Mstep: Class 10 contains 31417 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 122125 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 109873 members 
Mstep: Class 17 contains 34037 members 
Mstep: Class 18 contains 23856 members 
Mstep: Class 19 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72784896.000000 Penalty: 36656.769531
Iteration 45Q: 18 clusters Score -7.27849e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 100885 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 18341 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 9 contains 114944 members 
Mstep: Class 10 contains 31497 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 121871 members 
Mstep: Class 13 contains 13128 members 
Mstep: Class 14 contains 109826 members 
Mstep: Class 17 contains 33882 members 
Mstep: Class 18 contains 24193 members 
Mstep: Class 19 contains 3015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72786536.000000 Penalty: 36656.769531
Iteration 46Q: 18 clusters Score -7.278654e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 100496 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18383 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 114273 members 
Mstep: Class 10 contains 31538 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 121542 members 
Mstep: Class 13 contains 14048 members 
Mstep: Class 14 contains 109828 members 
Mstep: Class 17 contains 33754 members 
Mstep: Class 18 contains 24575 members 
Mstep: Class 19 contains 3159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72788392.000000 Penalty: 36656.769531
Iteration 47Q: 18 clusters Score -7.278839e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 100173 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18432 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 113723 members 
Mstep: Class 10 contains 31510 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 121149 members 
Mstep: Class 13 contains 14943 members 
Mstep: Class 14 contains 109838 members 
Mstep: Class 17 contains 33603 members 
Mstep: Class 18 contains 24973 members 
Mstep: Class 19 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789936.000000 Penalty: 36656.769531
Iteration 48Q: 18 clusters Score -7.278994e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 99817 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18484 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 113242 members 
Mstep: Class 10 contains 31464 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 120726 members 
Mstep: Class 13 contains 15919 members 
Mstep: Class 14 contains 109851 members 
Mstep: Class 17 contains 33441 members 
Mstep: Class 18 contains 25349 members 
Mstep: Class 19 contains 3382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791464.000000 Penalty: 36656.769531
Iteration 49Q: 18 clusters Score -7.279146e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 99548 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18542 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 112818 members 
Mstep: Class 10 contains 31388 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 120292 members 
Mstep: Class 13 contains 16870 members 
Mstep: Class 14 contains 109874 members 
Mstep: Class 17 contains 33251 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 3460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792864.000000 Penalty: 36656.769531
Iteration 50Q: 18 clusters Score -7.279286e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 99223 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18598 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 9 contains 112469 members 
Mstep: Class 10 contains 31280 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 119909 members 
Mstep: Class 13 contains 17773 members 
Mstep: Class 14 contains 109896 members 
Mstep: Class 17 contains 33048 members 
Mstep: Class 18 contains 26072 members 
Mstep: Class 19 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793792.000000 Penalty: 36656.769531
Iteration 51Q: 18 clusters Score -7.279379e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 98869 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18640 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 112260 members 
Mstep: Class 10 contains 31112 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 119579 members 
Mstep: Class 13 contains 18624 members 
Mstep: Class 14 contains 109918 members 
Mstep: Class 17 contains 32819 members 
Mstep: Class 18 contains 26462 members 
Mstep: Class 19 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795040.000000 Penalty: 36656.769531
Iteration 52Q: 18 clusters Score -7.279504e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 98571 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18680 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 2413 members 
Mstep: Class 9 contains 112040 members 
Mstep: Class 10 contains 30970 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 119269 members 
Mstep: Class 13 contains 19372 members 
Mstep: Class 14 contains 109927 members 
Mstep: Class 17 contains 32630 members 
Mstep: Class 18 contains 26850 members 
Mstep: Class 19 contains 3641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796352.000000 Penalty: 36656.769531
Iteration 53Q: 18 clusters Score -7.279635e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 98336 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18708 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 111843 members 
Mstep: Class 10 contains 30816 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 118988 members 
Mstep: Class 13 contains 20003 members 
Mstep: Class 14 contains 109934 members 
Mstep: Class 17 contains 32458 members 
Mstep: Class 18 contains 27262 members 
Mstep: Class 19 contains 3687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797256.000000 Penalty: 36656.769531
Iteration 54Q: 18 clusters Score -7.279726e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 98104 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18739 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 111643 members 
Mstep: Class 10 contains 30658 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 118729 members 
Mstep: Class 13 contains 20609 members 
Mstep: Class 14 contains 109949 members 
Mstep: Class 17 contains 32288 members 
Mstep: Class 18 contains 27687 members 
Mstep: Class 19 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797904.000000 Penalty: 36656.769531
Iteration 55Q: 18 clusters Score -7.27979e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 97919 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18766 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 111464 members 
Mstep: Class 10 contains 30483 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 118520 members 
Mstep: Class 13 contains 21124 members 
Mstep: Class 14 contains 109962 members 
Mstep: Class 17 contains 32134 members 
Mstep: Class 18 contains 28087 members 
Mstep: Class 19 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798384.000000 Penalty: 36656.769531
Iteration 56Q: 18 clusters Score -7.279838e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 97789 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18787 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 111419 members 
Mstep: Class 10 contains 30300 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 118274 members 
Mstep: Class 13 contains 21554 members 
Mstep: Class 14 contains 109945 members 
Mstep: Class 17 contains 31970 members 
Mstep: Class 18 contains 28512 members 
Mstep: Class 19 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799176.000000 Penalty: 36656.769531
Iteration 57Q: 18 clusters Score -7.279918e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 97687 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18797 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 2450 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 30110 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 118069 members 
Mstep: Class 13 contains 21948 members 
Mstep: Class 14 contains 109930 members 
Mstep: Class 17 contains 31819 members 
Mstep: Class 18 contains 28914 members 
Mstep: Class 19 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799808.000000 Penalty: 36656.769531
Iteration 58Q: 18 clusters Score -7.279981e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 97551 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18807 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 111246 members 
Mstep: Class 10 contains 29912 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117905 members 
Mstep: Class 13 contains 22317 members 
Mstep: Class 14 contains 109914 members 
Mstep: Class 17 contains 31690 members 
Mstep: Class 18 contains 29334 members 
Mstep: Class 19 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800360.000000 Penalty: 36656.769531
Iteration 59Q: 18 clusters Score -7.280036e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 97426 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 18815 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 111175 members 
Mstep: Class 10 contains 29736 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117717 members 
Mstep: Class 13 contains 22631 members 
Mstep: Class 14 contains 109914 members 
Mstep: Class 17 contains 31560 members 
Mstep: Class 18 contains 29751 members 
Mstep: Class 19 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2074.935791 but Gain 2156.281250
Score: -72801176.000000 Penalty: 34500.488281
Iteration 60F: 17 clusters Score -7.280118e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 97368 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 18804 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 112271 members 
Mstep: Class 10 contains 29581 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117502 members 
Mstep: Class 13 contains 23149 members 
Mstep: Class 14 contains 109915 members 
Mstep: Class 17 contains 31458 members 
Mstep: Class 18 contains 30222 members 
Mstep: Class 19 contains 3886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803504.000000 Penalty: 34500.488281
Iteration 61Q: 17 clusters Score -7.28035e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 97217 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 18803 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 111808 members 
Mstep: Class 10 contains 29365 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117364 members 
Mstep: Class 13 contains 23638 members 
Mstep: Class 14 contains 109921 members 
Mstep: Class 17 contains 31347 members 
Mstep: Class 18 contains 30722 members 
Mstep: Class 19 contains 3960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804168.000000 Penalty: 34500.488281
Iteration 62Q: 17 clusters Score -7.280417e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 97071 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 18802 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 9 contains 111245 members 
Mstep: Class 10 contains 29145 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117388 members 
Mstep: Class 13 contains 24090 members 
Mstep: Class 14 contains 109935 members 
Mstep: Class 17 contains 31222 members 
Mstep: Class 18 contains 31224 members 
Mstep: Class 19 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804888.000000 Penalty: 34500.488281
Iteration 63Q: 17 clusters Score -7.280489e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 96899 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 18804 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 110765 members 
Mstep: Class 10 contains 28924 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117403 members 
Mstep: Class 13 contains 24476 members 
Mstep: Class 14 contains 109958 members 
Mstep: Class 17 contains 31075 members 
Mstep: Class 18 contains 31736 members 
Mstep: Class 19 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805488.000000 Penalty: 34500.488281
Iteration 64Q: 17 clusters Score -7.280549e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 96755 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 18810 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 110301 members 
Mstep: Class 10 contains 28688 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117422 members 
Mstep: Class 13 contains 24858 members 
Mstep: Class 14 contains 109993 members 
Mstep: Class 17 contains 30913 members 
Mstep: Class 18 contains 32260 members 
Mstep: Class 19 contains 4121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806048.000000 Penalty: 34500.488281
Iteration 65Q: 17 clusters Score -7.280605e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 488 members 
Mstep: Class 4 contains 96582 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 18820 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 109979 members 
Mstep: Class 10 contains 28427 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117390 members 
Mstep: Class 13 contains 25189 members 
Mstep: Class 14 contains 110008 members 
Mstep: Class 17 contains 30738 members 
Mstep: Class 18 contains 32821 members 
Mstep: Class 19 contains 4162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806592.000000 Penalty: 34500.488281
Iteration 66Q: 17 clusters Score -7.280659e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 604 members 
Mstep: Class 3 contains 489 members 
Mstep: Class 4 contains 96388 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 18822 members 
Mstep: Class 8 contains 2513 members 
Mstep: Class 9 contains 109769 members 
Mstep: Class 10 contains 28171 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117330 members 
Mstep: Class 13 contains 25477 members 
Mstep: Class 14 contains 110023 members 
Mstep: Class 17 contains 30556 members 
Mstep: Class 18 contains 33376 members 
Mstep: Class 19 contains 4191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807040.000000 Penalty: 34500.488281
Iteration 67Q: 17 clusters Score -7.280704e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 96219 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 18819 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 109579 members 
Mstep: Class 10 contains 27904 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117253 members 
Mstep: Class 13 contains 25756 members 
Mstep: Class 14 contains 110039 members 
Mstep: Class 17 contains 30399 members 
Mstep: Class 18 contains 33910 members 
Mstep: Class 19 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807568.000000 Penalty: 34500.488281
Iteration 68Q: 17 clusters Score -7.280757e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 96020 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18822 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 109493 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117107 members 
Mstep: Class 13 contains 26031 members 
Mstep: Class 14 contains 110037 members 
Mstep: Class 17 contains 30274 members 
Mstep: Class 18 contains 34420 members 
Mstep: Class 19 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808224.000000 Penalty: 34500.488281
Iteration 69Q: 17 clusters Score -7.280822e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 95824 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18828 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 109440 members 
Mstep: Class 10 contains 27414 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116956 members 
Mstep: Class 13 contains 26261 members 
Mstep: Class 14 contains 110028 members 
Mstep: Class 17 contains 30191 members 
Mstep: Class 18 contains 34911 members 
Mstep: Class 19 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808384.000000 Penalty: 34500.488281
Iteration 70Q: 17 clusters Score -7.280838e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 95660 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18825 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 109440 members 
Mstep: Class 10 contains 27152 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116759 members 
Mstep: Class 13 contains 26477 members 
Mstep: Class 14 contains 110022 members 
Mstep: Class 17 contains 30115 members 
Mstep: Class 18 contains 35399 members 
Mstep: Class 19 contains 4193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809168.000000 Penalty: 34500.488281
Iteration 71Q: 17 clusters Score -7.280917e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 95494 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 109378 members 
Mstep: Class 10 contains 26900 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116588 members 
Mstep: Class 13 contains 26712 members 
Mstep: Class 14 contains 110024 members 
Mstep: Class 17 contains 30036 members 
Mstep: Class 18 contains 35895 members 
Mstep: Class 19 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809888.000000 Penalty: 34500.488281
Iteration 72Q: 17 clusters Score -7.280989e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 95389 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18835 members 
Mstep: Class 8 contains 2591 members 
Mstep: Class 9 contains 109300 members 
Mstep: Class 10 contains 26663 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116410 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 110025 members 
Mstep: Class 17 contains 29972 members 
Mstep: Class 18 contains 36364 members 
Mstep: Class 19 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810168.000000 Penalty: 34500.488281
Iteration 73Q: 17 clusters Score -7.281017e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 95340 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18837 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 109220 members 
Mstep: Class 10 contains 26437 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116215 members 
Mstep: Class 13 contains 27115 members 
Mstep: Class 14 contains 110019 members 
Mstep: Class 17 contains 29913 members 
Mstep: Class 18 contains 36777 members 
Mstep: Class 19 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810696.000000 Penalty: 34500.488281
Iteration 74Q: 17 clusters Score -7.28107e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 95306 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18820 members 
Mstep: Class 8 contains 2606 members 
Mstep: Class 9 contains 109129 members 
Mstep: Class 10 contains 26221 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116040 members 
Mstep: Class 13 contains 27293 members 
Mstep: Class 14 contains 110024 members 
Mstep: Class 17 contains 29854 members 
Mstep: Class 18 contains 37197 members 
Mstep: Class 19 contains 4126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810832.000000 Penalty: 34500.488281
Iteration 75Q: 17 clusters Score -7.281083e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 95231 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18804 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 109062 members 
Mstep: Class 10 contains 26040 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115880 members 
Mstep: Class 13 contains 27460 members 
Mstep: Class 14 contains 110031 members 
Mstep: Class 17 contains 29810 members 
Mstep: Class 18 contains 37582 members 
Mstep: Class 19 contains 4107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810936.000000 Penalty: 34500.488281
Iteration 76Q: 17 clusters Score -7.281094e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 95085 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18784 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 109038 members 
Mstep: Class 10 contains 25857 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115724 members 
Mstep: Class 13 contains 27614 members 
Mstep: Class 14 contains 110031 members 
Mstep: Class 17 contains 29782 members 
Mstep: Class 18 contains 38004 members 
Mstep: Class 19 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811168.000000 Penalty: 34500.488281
Iteration 77Q: 17 clusters Score -7.281117e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 94947 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18773 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 108964 members 
Mstep: Class 10 contains 25697 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115596 members 
Mstep: Class 13 contains 27773 members 
Mstep: Class 14 contains 110037 members 
Mstep: Class 17 contains 29751 members 
Mstep: Class 18 contains 38397 members 
Mstep: Class 19 contains 4060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811376.000000 Penalty: 34500.488281
Iteration 78Q: 17 clusters Score -7.281138e+07 nChanged 1384
Entering ConstructFrom: 
Score: -72811376.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -76598.312500 Penalty: 1078.554443
	Iteration 0F: 2 clusters Score -76598.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75416.460938 Penalty: 2157.108887
	Iteration 0F: 3 clusters Score -75416.46 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75719.492188 Penalty: 2157.108887
	Iteration 1F: 3 clusters Score -75719.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75849.687500 Penalty: 2157.108887
	Iteration 2F: 3 clusters Score -75849.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75940.773438 Penalty: 2157.108887
	Iteration 3Q: 3 clusters Score -75940.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76016.437500 Penalty: 2157.108887
	Iteration 4Q: 3 clusters Score -76016.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76131.750000 Penalty: 2157.108887
	Iteration 5F: 3 clusters Score -76131.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76278.093750 Penalty: 2157.108887
	Iteration 6F: 3 clusters Score -76278.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76380.179688 Penalty: 2157.108887
	Iteration 7Q: 3 clusters Score -76380.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76456.007812 Penalty: 2157.108887
	Iteration 8Q: 3 clusters Score -76456.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76500.539062 Penalty: 2157.108887
	Iteration 9Q: 3 clusters Score -76500.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76531.039062 Penalty: 2157.108887
	Iteration 10Q: 3 clusters Score -76531.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76556.132812 Penalty: 2157.108887
	Iteration 11Q: 3 clusters Score -76556.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76556.632812 Penalty: 2157.108887
	Iteration 12Q: 3 clusters Score -76556.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76556.632812 Penalty: 2157.108887
	Iteration 13F: 3 clusters Score -76556.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -62657.562500 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -62657.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61594.269531 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -61594.27 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61949.734375 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -61949.73 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62129.648438 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -62129.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -62249.414062 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -62249.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -62349.593750 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -62349.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62472.593750 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -62472.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -62530.363281 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -62530.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -62611.957031 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -62611.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62707.183594 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -62707.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62788.234375 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -62788.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62859.636719 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -62859.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62951.988281 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -62951.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63030.675781 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -63030.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63088.882812 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -63088.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63118.820312 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -63118.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63126.183594 Penalty: 2079.002197
	Iteration 15Q: 3 clusters Score -63126.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63132.648438 Penalty: 2079.002197
	Iteration 16Q: 3 clusters Score -63132.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63139.382812 Penalty: 2079.002197
	Iteration 17Q: 3 clusters Score -63139.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63141.558594 Penalty: 2079.002197
	Iteration 18Q: 3 clusters Score -63141.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63147.542969 Penalty: 2079.002197
	Iteration 19F: 3 clusters Score -63147.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63155.910156 Penalty: 2079.002197
	Iteration 20F: 3 clusters Score -63155.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63157.625000 Penalty: 2079.002197
	Iteration 21Q: 3 clusters Score -63157.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63166.468750 Penalty: 2079.002197
	Iteration 22Q: 3 clusters Score -63166.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63204.808594 Penalty: 2079.002197
	Iteration 23Q: 3 clusters Score -63204.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63238.941406 Penalty: 2079.002197
	Iteration 24Q: 3 clusters Score -63238.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63244.792969 Penalty: 2079.002197
	Iteration 25Q: 3 clusters Score -63244.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63244.792969 Penalty: 2079.002197
	Iteration 26F: 3 clusters Score -63244.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 94742 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18760 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 108913 members 
Mstep: Class 10 contains 25567 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115486 members 
Mstep: Class 13 contains 27918 members 
Mstep: Class 14 contains 110039 members 
Mstep: Class 17 contains 29736 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 19 contains 4021 members 
Entering Unmasked Estep 
Score: -72810992.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72811376.000000 to -72810992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -36705.253906 Penalty: 1007.582703
	Iteration 0F: 2 clusters Score -36705.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35863.941406 Penalty: 2015.165405
	Iteration 0F: 3 clusters Score -35863.94 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36215.453125 Penalty: 2015.165405
	Iteration 1F: 3 clusters Score -36215.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36435.019531 Penalty: 2015.165405
	Iteration 2F: 3 clusters Score -36435.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36601.953125 Penalty: 2015.165405
	Iteration 3F: 3 clusters Score -36601.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36701.425781 Penalty: 2015.165405
	Iteration 4F: 3 clusters Score -36701.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36754.484375 Penalty: 2015.165405
	Iteration 5Q: 3 clusters Score -36754.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36774.402344 Penalty: 2015.165405
	Iteration 6Q: 3 clusters Score -36774.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36804.171875 Penalty: 2015.165405
	Iteration 7Q: 3 clusters Score -36804.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36811.769531 Penalty: 2015.165405
	Iteration 8Q: 3 clusters Score -36811.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36828.769531 Penalty: 2015.165405
	Iteration 9Q: 3 clusters Score -36828.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36830.214844 Penalty: 2015.165405
	Iteration 10Q: 3 clusters Score -36830.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36830.691406 Penalty: 2015.165405
	Iteration 11Q: 3 clusters Score -36830.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36830.691406 Penalty: 2015.165405
	Iteration 12F: 3 clusters Score -36830.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 94742 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18760 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 108913 members 
Mstep: Class 10 contains 25567 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115486 members 
Mstep: Class 13 contains 27918 members 
Mstep: Class 14 contains 110039 members 
Mstep: Class 17 contains 29736 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 19 contains 4021 members 
Entering Unmasked Estep 
Score: -72810512.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72811376.000000 to -72810512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (94742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94742 members 
Entering Unmasked Estep 
Score: -12071609.000000 Penalty: 1862.073364
	Iteration 0F: 2 clusters Score -1.207161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -12008949.000000 Penalty: 3724.146729
	Iteration 0F: 3 clusters Score -1.200895e+07 nChanged 45386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -12034677.000000 Penalty: 3724.146729
	Iteration 1F: 3 clusters Score -1.203468e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -12035208.000000 Penalty: 3724.146729
	Iteration 2Q: 3 clusters Score -1.203521e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -12035725.000000 Penalty: 3724.146729
	Iteration 3Q: 3 clusters Score -1.203572e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -12036168.000000 Penalty: 3724.146729
	Iteration 4Q: 3 clusters Score -1.203617e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -12036777.000000 Penalty: 3724.146729
	Iteration 5Q: 3 clusters Score -1.203678e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -12037416.000000 Penalty: 3724.146729
	Iteration 6Q: 3 clusters Score -1.203742e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -12038254.000000 Penalty: 3724.146729
	Iteration 7Q: 3 clusters Score -1.203825e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -12039335.000000 Penalty: 3724.146729
	Iteration 8Q: 3 clusters Score -1.203934e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -12040991.000000 Penalty: 3724.146729
	Iteration 9Q: 3 clusters Score -1.204099e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -12043369.000000 Penalty: 3724.146729
	Iteration 10Q: 3 clusters Score -1.204337e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -12046544.000000 Penalty: 3724.146729
	Iteration 11F: 3 clusters Score -1.204654e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -12050414.000000 Penalty: 3724.146729
	Iteration 12F: 3 clusters Score -1.205041e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -12053695.000000 Penalty: 3724.146729
	Iteration 13F: 3 clusters Score -1.20537e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -12055837.000000 Penalty: 3724.146729
	Iteration 14Q: 3 clusters Score -1.205584e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -12056641.000000 Penalty: 3724.146729
	Iteration 15Q: 3 clusters Score -1.205664e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -12057133.000000 Penalty: 3724.146729
	Iteration 16Q: 3 clusters Score -1.205713e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -12057490.000000 Penalty: 3724.146729
	Iteration 17Q: 3 clusters Score -1.205749e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -12057777.000000 Penalty: 3724.146729
	Iteration 18Q: 3 clusters Score -1.205778e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -12058146.000000 Penalty: 3724.146729
	Iteration 19Q: 3 clusters Score -1.205815e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -12058459.000000 Penalty: 3724.146729
	Iteration 20F: 3 clusters Score -1.205846e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -12058825.000000 Penalty: 3724.146729
	Iteration 21Q: 3 clusters Score -1.205882e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -12059200.000000 Penalty: 3724.146729
	Iteration 22Q: 3 clusters Score -1.20592e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -12059630.000000 Penalty: 3724.146729
	Iteration 23Q: 3 clusters Score -1.205963e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -12060146.000000 Penalty: 3724.146729
	Iteration 24Q: 3 clusters Score -1.206015e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -12060711.000000 Penalty: 3724.146729
	Iteration 25Q: 3 clusters Score -1.206071e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -12061338.000000 Penalty: 3724.146729
	Iteration 26Q: 3 clusters Score -1.206134e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -12061924.000000 Penalty: 3724.146729
	Iteration 27Q: 3 clusters Score -1.206192e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -12062593.000000 Penalty: 3724.146729
	Iteration 28Q: 3 clusters Score -1.206259e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -12063321.000000 Penalty: 3724.146729
	Iteration 29Q: 3 clusters Score -1.206332e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -12064075.000000 Penalty: 3724.146729
	Iteration 30Q: 3 clusters Score -1.206408e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -12064824.000000 Penalty: 3724.146729
	Iteration 31Q: 3 clusters Score -1.206482e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -12065602.000000 Penalty: 3724.146729
	Iteration 32Q: 3 clusters Score -1.20656e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -12066436.000000 Penalty: 3724.146729
	Iteration 33Q: 3 clusters Score -1.206644e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -12067236.000000 Penalty: 3724.146729
	Iteration 34Q: 3 clusters Score -1.206724e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -12067916.000000 Penalty: 3724.146729
	Iteration 35Q: 3 clusters Score -1.206792e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -12068533.000000 Penalty: 3724.146729
	Iteration 36Q: 3 clusters Score -1.206853e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12068964.000000 Penalty: 3724.146729
	Iteration 37Q: 3 clusters Score -1.206896e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92771 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -12069289.000000 Penalty: 3724.146729
	Iteration 38Q: 3 clusters Score -1.206929e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12069539.000000 Penalty: 3724.146729
	Iteration 39Q: 3 clusters Score -1.206954e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -12069687.000000 Penalty: 3724.146729
	Iteration 40F: 3 clusters Score -1.206969e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12069838.000000 Penalty: 3724.146729
	Iteration 41Q: 3 clusters Score -1.206984e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -12069914.000000 Penalty: 3724.146729
	Iteration 42Q: 3 clusters Score -1.206991e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12069956.000000 Penalty: 3724.146729
	Iteration 43Q: 3 clusters Score -1.206996e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12069977.000000 Penalty: 3724.146729
	Iteration 44Q: 3 clusters Score -1.206998e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12070003.000000 Penalty: 3724.146729
	Iteration 45Q: 3 clusters Score -1.207e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12070010.000000 Penalty: 3724.146729
	Iteration 46Q: 3 clusters Score -1.207001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12070021.000000 Penalty: 3724.146729
	Iteration 47Q: 3 clusters Score -1.207002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12070034.000000 Penalty: 3724.146729
	Iteration 48Q: 3 clusters Score -1.207003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12070043.000000 Penalty: 3724.146729
	Iteration 49Q: 3 clusters Score -1.207004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12070043.000000 Penalty: 3724.146729
	Iteration 50Q: 3 clusters Score -1.207004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12070060.000000 Penalty: 3724.146729
	Iteration 51Q: 3 clusters Score -1.207006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12070072.000000 Penalty: 3724.146729
	Iteration 52Q: 3 clusters Score -1.207007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12070085.000000 Penalty: 3724.146729
	Iteration 53Q: 3 clusters Score -1.207008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12070086.000000 Penalty: 3724.146729
	Iteration 54Q: 3 clusters Score -1.207009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12070090.000000 Penalty: 3724.146729
	Iteration 55Q: 3 clusters Score -1.207009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12070080.000000 Penalty: 3724.146729
	Iteration 56Q: 3 clusters Score -1.207008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12070090.000000 Penalty: 3724.146729
	Iteration 57Q: 3 clusters Score -1.207009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12070101.000000 Penalty: 3724.146729
	Iteration 58Q: 3 clusters Score -1.20701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12070100.000000 Penalty: 3724.146729
	Iteration 59Q: 3 clusters Score -1.20701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12070104.000000 Penalty: 3724.146729
	Iteration 60F: 3 clusters Score -1.20701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12070110.000000 Penalty: 3724.146729
	Iteration 61Q: 3 clusters Score -1.207011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12070115.000000 Penalty: 3724.146729
	Iteration 62Q: 3 clusters Score -1.207012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12070115.000000 Penalty: 3724.146729
	Iteration 63F: 3 clusters Score -1.207012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -13055.414062 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -13055.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12348.534180 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -12348.53 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12658.182617 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -12658.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12898.380859 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -12898.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13036.058594 Penalty: 1850.463013
	Iteration 3F: 3 clusters Score -13036.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13061.945312 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -13061.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13081.161133 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -13081.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13082.079102 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -13082.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13082.079102 Penalty: 1850.463013
	Iteration 7F: 3 clusters Score -13082.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 94742 members 
Mstep: Class 5 contains 116 members 
Mstep: Class 6 contains 18760 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 108913 members 
Mstep: Class 10 contains 25567 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115486 members 
Mstep: Class 13 contains 27918 members 
Mstep: Class 14 contains 110039 members 
Mstep: Class 17 contains 29736 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 19 contains 4021 members 
Entering Unmasked Estep 
Score: -72810352.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72811376.000000 to -72810352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (18760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Entering Unmasked Estep 
Score: -2350596.500000 Penalty: 1598.915894
	Iteration 0F: 2 clusters Score -2350596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2337773.500000 Penalty: 3197.831787
	Iteration 0F: 3 clusters Score -2337774 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2342370.500000 Penalty: 3197.831787
	Iteration 1F: 3 clusters Score -2342370 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2342734.250000 Penalty: 3197.831787
	Iteration 2F: 3 clusters Score -2342734 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2343093.250000 Penalty: 3197.831787
	Iteration 3Q: 3 clusters Score -2343093 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2343521.500000 Penalty: 3197.831787
	Iteration 4Q: 3 clusters Score -2343522 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2344053.500000 Penalty: 3197.831787
	Iteration 5F: 3 clusters Score -2344054 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2344718.250000 Penalty: 3197.831787
	Iteration 6F: 3 clusters Score -2344718 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2345484.250000 Penalty: 3197.831787
	Iteration 7F: 3 clusters Score -2345484 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2346404.750000 Penalty: 3197.831787
	Iteration 8F: 3 clusters Score -2346405 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2347249.000000 Penalty: 3197.831787
	Iteration 9F: 3 clusters Score -2347249 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2347958.250000 Penalty: 3197.831787
	Iteration 10Q: 3 clusters Score -2347958 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2348516.250000 Penalty: 3197.831787
	Iteration 11Q: 3 clusters Score -2348516 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2348847.250000 Penalty: 3197.831787
	Iteration 12Q: 3 clusters Score -2348847 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2349074.500000 Penalty: 3197.831787
	Iteration 13Q: 3 clusters Score -2349074 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2349200.500000 Penalty: 3197.831787
	Iteration 14Q: 3 clusters Score -2349200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2349305.000000 Penalty: 3197.831787
	Iteration 15Q: 3 clusters Score -2349305 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2349375.250000 Penalty: 3197.831787
	Iteration 16Q: 3 clusters Score -2349375 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2349408.000000 Penalty: 3197.831787
	Iteration 17Q: 3 clusters Score -2349408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2349444.000000 Penalty: 3197.831787
	Iteration 18Q: 3 clusters Score -2349444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2349472.250000 Penalty: 3197.831787
	Iteration 19Q: 3 clusters Score -2349472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2349490.750000 Penalty: 3197.831787
	Iteration 20F: 3 clusters Score -2349491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2349496.500000 Penalty: 3197.831787
	Iteration 21Q: 3 clusters Score -2349496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2349503.250000 Penalty: 3197.831787
	Iteration 22Q: 3 clusters Score -2349503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2349514.500000 Penalty: 3197.831787
	Iteration 23Q: 3 clusters Score -2349514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2349517.250000 Penalty: 3197.831787
	Iteration 24Q: 3 clusters Score -2349517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2349522.000000 Penalty: 3197.831787
	Iteration 25Q: 3 clusters Score -2349522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2349525.250000 Penalty: 3197.831787
	Iteration 26Q: 3 clusters Score -2349525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2349526.750000 Penalty: 3197.831787
	Iteration 27Q: 3 clusters Score -2349527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2349529.250000 Penalty: 3197.831787
	Iteration 28Q: 3 clusters Score -2349529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2349532.250000 Penalty: 3197.831787
	Iteration 29Q: 3 clusters Score -2349532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2349534.750000 Penalty: 3197.831787
	Iteration 30Q: 3 clusters Score -2349535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2349535.000000 Penalty: 3197.831787
	Iteration 31Q: 3 clusters Score -2349535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2349537.250000 Penalty: 3197.831787
	Iteration 32Q: 3 clusters Score -2349537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2349535.250000 Penalty: 3197.831787
	Iteration 33Q: 3 clusters Score -2349535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2349539.250000 Penalty: 3197.831787
	Iteration 34Q: 3 clusters Score -2349539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2349540.000000 Penalty: 3197.831787
	Iteration 35Q: 3 clusters Score -2349540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2349543.250000 Penalty: 3197.831787
	Iteration 36Q: 3 clusters Score -2349543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2349544.500000 Penalty: 3197.831787
	Iteration 37Q: 3 clusters Score -2349544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2349548.000000 Penalty: 3197.831787
	Iteration 38Q: 3 clusters Score -2349548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2349545.500000 Penalty: 3197.831787
	Iteration 39Q: 3 clusters Score -2349546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2349545.500000 Penalty: 3197.831787
	Iteration 40F: 3 clusters Score -2349546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2349547.500000 Penalty: 3197.831787
	Iteration 41Q: 3 clusters Score -2349548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2349550.750000 Penalty: 3197.831787
	Iteration 42Q: 3 clusters Score -2349551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2349550.000000 Penalty: 3197.831787
	Iteration 43Q: 3 clusters Score -2349550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2349548.500000 Penalty: 3197.831787
	Iteration 44Q: 3 clusters Score -2349548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2349545.500000 Penalty: 3197.831787
	Iteration 45Q: 3 clusters Score -2349546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2349547.750000 Penalty: 3197.831787
	Iteration 46Q: 3 clusters Score -2349548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2349547.750000 Penalty: 3197.831787
	Iteration 47Q: 3 clusters Score -2349548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2349548.500000 Penalty: 3197.831787
	Iteration 48Q: 3 clusters Score -2349548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2349546.000000 Penalty: 3197.831787
	Iteration 49Q: 3 clusters Score -2349546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2349546.500000 Penalty: 3197.831787
	Iteration 50Q: 3 clusters Score -2349546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2349546.000000 Penalty: 3197.831787
	Iteration 51Q: 3 clusters Score -2349546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2349548.750000 Penalty: 3197.831787
	Iteration 52Q: 3 clusters Score -2349549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2349548.750000 Penalty: 3197.831787
	Iteration 53Q: 3 clusters Score -2349549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2349551.500000 Penalty: 3197.831787
	Iteration 54Q: 3 clusters Score -2349552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2349551.500000 Penalty: 3197.831787
	Iteration 55F: 3 clusters Score -2349552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -320299.843750 Penalty: 1279.521484
	Iteration 0F: 2 clusters Score -320299.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -317826.093750 Penalty: 2559.042969
	Iteration 0F: 3 clusters Score -317826.1 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -318406.937500 Penalty: 2559.042969
	Iteration 1F: 3 clusters Score -318406.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -318550.125000 Penalty: 2559.042969
	Iteration 2F: 3 clusters Score -318550.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -318648.312500 Penalty: 2559.042969
	Iteration 3F: 3 clusters Score -318648.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -318723.937500 Penalty: 2559.042969
	Iteration 4Q: 3 clusters Score -318723.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -318788.687500 Penalty: 2559.042969
	Iteration 5Q: 3 clusters Score -318788.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -318830.968750 Penalty: 2559.042969
	Iteration 6Q: 3 clusters Score -318831 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -318876.281250 Penalty: 2559.042969
	Iteration 7Q: 3 clusters Score -318876.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -318935.281250 Penalty: 2559.042969
	Iteration 8Q: 3 clusters Score -318935.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -318993.562500 Penalty: 2559.042969
	Iteration 9Q: 3 clusters Score -318993.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -319059.343750 Penalty: 2559.042969
	Iteration 10Q: 3 clusters Score -319059.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -319131.000000 Penalty: 2559.042969
	Iteration 11Q: 3 clusters Score -319131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -319226.625000 Penalty: 2559.042969
	Iteration 12Q: 3 clusters Score -319226.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -319319.625000 Penalty: 2559.042969
	Iteration 13Q: 3 clusters Score -319319.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -319382.906250 Penalty: 2559.042969
	Iteration 14Q: 3 clusters Score -319382.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -319444.656250 Penalty: 2559.042969
	Iteration 15Q: 3 clusters Score -319444.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -319507.375000 Penalty: 2559.042969
	Iteration 16Q: 3 clusters Score -319507.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -319565.531250 Penalty: 2559.042969
	Iteration 17Q: 3 clusters Score -319565.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -319610.562500 Penalty: 2559.042969
	Iteration 18Q: 3 clusters Score -319610.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -319632.531250 Penalty: 2559.042969
	Iteration 19Q: 3 clusters Score -319632.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -319653.781250 Penalty: 2559.042969
	Iteration 20F: 3 clusters Score -319653.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -319668.843750 Penalty: 2559.042969
	Iteration 21Q: 3 clusters Score -319668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -319674.062500 Penalty: 2559.042969
	Iteration 22Q: 3 clusters Score -319674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -319676.718750 Penalty: 2559.042969
	Iteration 23Q: 3 clusters Score -319676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -319677.562500 Penalty: 2559.042969
	Iteration 24Q: 3 clusters Score -319677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -319677.937500 Penalty: 2559.042969
	Iteration 25Q: 3 clusters Score -319677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -319677.937500 Penalty: 2559.042969
	Iteration 26F: 3 clusters Score -319677.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108913 members 
Entering Unmasked Estep 
Score: -13886720.000000 Penalty: 1884.724487
	Iteration 0F: 2 clusters Score -1.388672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -13818276.000000 Penalty: 3769.448975
	Iteration 0F: 3 clusters Score -1.381828e+07 nChanged 52094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -13848527.000000 Penalty: 3769.448975
	Iteration 1F: 3 clusters Score -1.384853e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -13849845.000000 Penalty: 3769.448975
	Iteration 2Q: 3 clusters Score -1.384984e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -13851552.000000 Penalty: 3769.448975
	Iteration 3Q: 3 clusters Score -1.385155e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -13854164.000000 Penalty: 3769.448975
	Iteration 4Q: 3 clusters Score -1.385416e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -13857990.000000 Penalty: 3769.448975
	Iteration 5F: 3 clusters Score -1.385799e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -13862870.000000 Penalty: 3769.448975
	Iteration 6F: 3 clusters Score -1.386287e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -13867938.000000 Penalty: 3769.448975
	Iteration 7F: 3 clusters Score -1.386794e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -13872569.000000 Penalty: 3769.448975
	Iteration 8F: 3 clusters Score -1.387257e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -13875845.000000 Penalty: 3769.448975
	Iteration 9Q: 3 clusters Score -1.387584e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -13877733.000000 Penalty: 3769.448975
	Iteration 10Q: 3 clusters Score -1.387773e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -13879229.000000 Penalty: 3769.448975
	Iteration 11Q: 3 clusters Score -1.387923e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -13880533.000000 Penalty: 3769.448975
	Iteration 12Q: 3 clusters Score -1.388053e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -13881610.000000 Penalty: 3769.448975
	Iteration 13Q: 3 clusters Score -1.388161e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -13882810.000000 Penalty: 3769.448975
	Iteration 14Q: 3 clusters Score -1.388281e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -13883778.000000 Penalty: 3769.448975
	Iteration 15Q: 3 clusters Score -1.388378e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102849 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -13884538.000000 Penalty: 3769.448975
	Iteration 16Q: 3 clusters Score -1.388454e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104377 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -13885198.000000 Penalty: 3769.448975
	Iteration 17Q: 3 clusters Score -1.38852e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -13885580.000000 Penalty: 3769.448975
	Iteration 18Q: 3 clusters Score -1.388558e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106435 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -13885915.000000 Penalty: 3769.448975
	Iteration 19Q: 3 clusters Score -1.388592e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -13886028.000000 Penalty: 3769.448975
	Iteration 20F: 3 clusters Score -1.388603e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107396 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -13886132.000000 Penalty: 3769.448975
	Iteration 21Q: 3 clusters Score -1.388613e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107646 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13886104.000000 Penalty: 3769.448975
	Iteration 22Q: 3 clusters Score -1.38861e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107794 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13886099.000000 Penalty: 3769.448975
	Iteration 23Q: 3 clusters Score -1.38861e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13886061.000000 Penalty: 3769.448975
	Iteration 24Q: 3 clusters Score -1.388606e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13886056.000000 Penalty: 3769.448975
	Iteration 25Q: 3 clusters Score -1.388606e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13886028.000000 Penalty: 3769.448975
	Iteration 26Q: 3 clusters Score -1.388603e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13886005.000000 Penalty: 3769.448975
	Iteration 27Q: 3 clusters Score -1.3886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -13885998.000000 Penalty: 3769.448975
	Iteration 28Q: 3 clusters Score -1.3886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13886007.000000 Penalty: 3769.448975
	Iteration 29Q: 3 clusters Score -1.388601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108074 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13886001.000000 Penalty: 3769.448975
	Iteration 30Q: 3 clusters Score -1.3886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -13886030.000000 Penalty: 3769.448975
	Iteration 31Q: 3 clusters Score -1.388603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13886034.000000 Penalty: 3769.448975
	Iteration 32Q: 3 clusters Score -1.388603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13886047.000000 Penalty: 3769.448975
	Iteration 33Q: 3 clusters Score -1.388605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13886042.000000 Penalty: 3769.448975
	Iteration 34Q: 3 clusters Score -1.388604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13886051.000000 Penalty: 3769.448975
	Iteration 35Q: 3 clusters Score -1.388605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -13886044.000000 Penalty: 3769.448975
	Iteration 36Q: 3 clusters Score -1.388604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13886038.000000 Penalty: 3769.448975
	Iteration 37Q: 3 clusters Score -1.388604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13886054.000000 Penalty: 3769.448975
	Iteration 38Q: 3 clusters Score -1.388605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13886051.000000 Penalty: 3769.448975
	Iteration 39Q: 3 clusters Score -1.388605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13886046.000000 Penalty: 3769.448975
	Iteration 40F: 3 clusters Score -1.388605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13886042.000000 Penalty: 3769.448975
	Iteration 41Q: 3 clusters Score -1.388604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13886043.000000 Penalty: 3769.448975
	Iteration 42Q: 3 clusters Score -1.388604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13886047.000000 Penalty: 3769.448975
	Iteration 43Q: 3 clusters Score -1.388605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13886053.000000 Penalty: 3769.448975
	Iteration 44Q: 3 clusters Score -1.388605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13886047.000000 Penalty: 3769.448975
	Iteration 45Q: 3 clusters Score -1.388605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108085 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13886043.000000 Penalty: 3769.448975
	Iteration 46Q: 3 clusters Score -1.388604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108085 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13886043.000000 Penalty: 3769.448975
	Iteration 47F: 3 clusters Score -1.388604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Entering Unmasked Estep 
Score: -3274000.000000 Penalty: 1649.221802
	Iteration 0F: 2 clusters Score -3274000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3256745.000000 Penalty: 3298.443604
	Iteration 0F: 3 clusters Score -3256745 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3263135.250000 Penalty: 3298.443604
	Iteration 1F: 3 clusters Score -3263135 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3263616.750000 Penalty: 3298.443604
	Iteration 2Q: 3 clusters Score -3263617 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3264165.250000 Penalty: 3298.443604
	Iteration 3F: 3 clusters Score -3264165 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3264851.500000 Penalty: 3298.443604
	Iteration 4F: 3 clusters Score -3264852 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3265844.750000 Penalty: 3298.443604
	Iteration 5F: 3 clusters Score -3265845 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3267153.750000 Penalty: 3298.443604
	Iteration 6F: 3 clusters Score -3267154 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3268765.750000 Penalty: 3298.443604
	Iteration 7F: 3 clusters Score -3268766 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3270191.250000 Penalty: 3298.443604
	Iteration 8F: 3 clusters Score -3270191 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3271099.250000 Penalty: 3298.443604
	Iteration 9Q: 3 clusters Score -3271099 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3271575.750000 Penalty: 3298.443604
	Iteration 10Q: 3 clusters Score -3271576 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3271788.500000 Penalty: 3298.443604
	Iteration 11Q: 3 clusters Score -3271788 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3271911.000000 Penalty: 3298.443604
	Iteration 12Q: 3 clusters Score -3271911 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3271993.250000 Penalty: 3298.443604
	Iteration 13Q: 3 clusters Score -3271993 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3272076.750000 Penalty: 3298.443604
	Iteration 14Q: 3 clusters Score -3272077 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3272150.000000 Penalty: 3298.443604
	Iteration 15Q: 3 clusters Score -3272150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3272199.500000 Penalty: 3298.443604
	Iteration 16Q: 3 clusters Score -3272200 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3272256.750000 Penalty: 3298.443604
	Iteration 17Q: 3 clusters Score -3272257 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3272309.000000 Penalty: 3298.443604
	Iteration 18Q: 3 clusters Score -3272309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3272335.750000 Penalty: 3298.443604
	Iteration 19Q: 3 clusters Score -3272336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3272373.500000 Penalty: 3298.443604
	Iteration 20F: 3 clusters Score -3272374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3272413.500000 Penalty: 3298.443604
	Iteration 21Q: 3 clusters Score -3272414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3272444.250000 Penalty: 3298.443604
	Iteration 22Q: 3 clusters Score -3272444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3272462.750000 Penalty: 3298.443604
	Iteration 23Q: 3 clusters Score -3272463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3272483.500000 Penalty: 3298.443604
	Iteration 24Q: 3 clusters Score -3272484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3272509.750000 Penalty: 3298.443604
	Iteration 25Q: 3 clusters Score -3272510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3272533.000000 Penalty: 3298.443604
	Iteration 26Q: 3 clusters Score -3272533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3272554.500000 Penalty: 3298.443604
	Iteration 27Q: 3 clusters Score -3272554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3272565.250000 Penalty: 3298.443604
	Iteration 28Q: 3 clusters Score -3272565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3272571.250000 Penalty: 3298.443604
	Iteration 29Q: 3 clusters Score -3272571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3272588.750000 Penalty: 3298.443604
	Iteration 30Q: 3 clusters Score -3272589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3272596.750000 Penalty: 3298.443604
	Iteration 31Q: 3 clusters Score -3272597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3272600.750000 Penalty: 3298.443604
	Iteration 32Q: 3 clusters Score -3272601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3272613.250000 Penalty: 3298.443604
	Iteration 33Q: 3 clusters Score -3272613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3272618.750000 Penalty: 3298.443604
	Iteration 34Q: 3 clusters Score -3272619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3272633.500000 Penalty: 3298.443604
	Iteration 35Q: 3 clusters Score -3272634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3272640.750000 Penalty: 3298.443604
	Iteration 36Q: 3 clusters Score -3272641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3272646.500000 Penalty: 3298.443604
	Iteration 37Q: 3 clusters Score -3272646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3272660.500000 Penalty: 3298.443604
	Iteration 38Q: 3 clusters Score -3272660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3272667.250000 Penalty: 3298.443604
	Iteration 39Q: 3 clusters Score -3272667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3272667.750000 Penalty: 3298.443604
	Iteration 40F: 3 clusters Score -3272668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3272680.000000 Penalty: 3298.443604
	Iteration 41Q: 3 clusters Score -3272680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3272685.750000 Penalty: 3298.443604
	Iteration 42Q: 3 clusters Score -3272686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3272693.250000 Penalty: 3298.443604
	Iteration 43Q: 3 clusters Score -3272693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3272702.500000 Penalty: 3298.443604
	Iteration 44Q: 3 clusters Score -3272702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3272705.250000 Penalty: 3298.443604
	Iteration 45Q: 3 clusters Score -3272705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3272710.250000 Penalty: 3298.443604
	Iteration 46Q: 3 clusters Score -3272710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3272717.500000 Penalty: 3298.443604
	Iteration 47Q: 3 clusters Score -3272718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3272725.000000 Penalty: 3298.443604
	Iteration 48Q: 3 clusters Score -3272725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3272726.000000 Penalty: 3298.443604
	Iteration 49Q: 3 clusters Score -3272726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3272736.750000 Penalty: 3298.443604
	Iteration 50Q: 3 clusters Score -3272737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3272741.000000 Penalty: 3298.443604
	Iteration 51Q: 3 clusters Score -3272741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3272738.750000 Penalty: 3298.443604
	Iteration 52Q: 3 clusters Score -3272739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3272742.000000 Penalty: 3298.443604
	Iteration 53Q: 3 clusters Score -3272742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3272737.500000 Penalty: 3298.443604
	Iteration 54Q: 3 clusters Score -3272738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3272739.000000 Penalty: 3298.443604
	Iteration 55Q: 3 clusters Score -3272739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3272736.500000 Penalty: 3298.443604
	Iteration 56Q: 3 clusters Score -3272736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3272740.500000 Penalty: 3298.443604
	Iteration 57Q: 3 clusters Score -3272740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3272741.250000 Penalty: 3298.443604
	Iteration 58Q: 3 clusters Score -3272741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3272746.250000 Penalty: 3298.443604
	Iteration 59Q: 3 clusters Score -3272746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3272747.250000 Penalty: 3298.443604
	Iteration 60F: 3 clusters Score -3272747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3272746.500000 Penalty: 3298.443604
	Iteration 61Q: 3 clusters Score -3272746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3272745.750000 Penalty: 3298.443604
	Iteration 62Q: 3 clusters Score -3272746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3272746.000000 Penalty: 3298.443604
	Iteration 63Q: 3 clusters Score -3272746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3272746.000000 Penalty: 3298.443604
	Iteration 64F: 3 clusters Score -3272746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51130.445312 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51130.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51237.960938 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51237.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51264.519531 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51264.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51273.128906 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51273.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51279.800781 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51282.468750 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -51282.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51282.468750 Penalty: 1878.741699
	Iteration 6F: 3 clusters Score -51282.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (115486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Entering Unmasked Estep 
Score: -14754156.000000 Penalty: 1894.246948
	Iteration 0F: 2 clusters Score -1.475416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -14684314.000000 Penalty: 3788.493896
	Iteration 0F: 3 clusters Score -1.468431e+07 nChanged 55386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -14716618.000000 Penalty: 3788.493896
	Iteration 1F: 3 clusters Score -1.471662e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -14718031.000000 Penalty: 3788.493896
	Iteration 2Q: 3 clusters Score -1.471803e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -14719965.000000 Penalty: 3788.493896
	Iteration 3Q: 3 clusters Score -1.471996e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -14723108.000000 Penalty: 3788.493896
	Iteration 4F: 3 clusters Score -1.472311e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -14727244.000000 Penalty: 3788.493896
	Iteration 5F: 3 clusters Score -1.472724e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -14732441.000000 Penalty: 3788.493896
	Iteration 6F: 3 clusters Score -1.473244e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -14738605.000000 Penalty: 3788.493896
	Iteration 7F: 3 clusters Score -1.47386e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -14744313.000000 Penalty: 3788.493896
	Iteration 8F: 3 clusters Score -1.474431e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -14748529.000000 Penalty: 3788.493896
	Iteration 9Q: 3 clusters Score -1.474853e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -14750389.000000 Penalty: 3788.493896
	Iteration 10Q: 3 clusters Score -1.475039e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -14751303.000000 Penalty: 3788.493896
	Iteration 11Q: 3 clusters Score -1.47513e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -14751881.000000 Penalty: 3788.493896
	Iteration 12Q: 3 clusters Score -1.475188e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -14752402.000000 Penalty: 3788.493896
	Iteration 13Q: 3 clusters Score -1.47524e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -14752919.000000 Penalty: 3788.493896
	Iteration 14Q: 3 clusters Score -1.475292e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -14753341.000000 Penalty: 3788.493896
	Iteration 15Q: 3 clusters Score -1.475334e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -14753620.000000 Penalty: 3788.493896
	Iteration 16Q: 3 clusters Score -1.475362e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -14753942.000000 Penalty: 3788.493896
	Iteration 17Q: 3 clusters Score -1.475394e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -14754119.000000 Penalty: 3788.493896
	Iteration 18Q: 3 clusters Score -1.475412e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 106942 members 
Entering Unmasked Estep 
Score: -14754333.000000 Penalty: 3788.493896
	Iteration 19Q: 3 clusters Score -1.475433e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -14754528.000000 Penalty: 3788.493896
	Iteration 20F: 3 clusters Score -1.475453e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 110126 members 
Entering Unmasked Estep 
Score: -14754656.000000 Penalty: 3788.493896
	Iteration 21Q: 3 clusters Score -1.475466e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -14754490.000000 Penalty: 3788.493896
	Iteration 22Q: 3 clusters Score -1.475449e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 112321 members 
Entering Unmasked Estep 
Score: -14754368.000000 Penalty: 3788.493896
	Iteration 23Q: 3 clusters Score -1.475437e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -14754113.000000 Penalty: 3788.493896
	Iteration 24Q: 3 clusters Score -1.475411e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -14753927.000000 Penalty: 3788.493896
	Iteration 25Q: 3 clusters Score -1.475393e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -14753726.000000 Penalty: 3788.493896
	Iteration 26Q: 3 clusters Score -1.475373e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 114201 members 
Entering Unmasked Estep 
Score: -14753590.000000 Penalty: 3788.493896
	Iteration 27Q: 3 clusters Score -1.475359e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 114374 members 
Entering Unmasked Estep 
Score: -14753519.000000 Penalty: 3788.493896
	Iteration 28Q: 3 clusters Score -1.475352e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -14753422.000000 Penalty: 3788.493896
	Iteration 29Q: 3 clusters Score -1.475342e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -14753380.000000 Penalty: 3788.493896
	Iteration 30Q: 3 clusters Score -1.475338e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 114662 members 
Entering Unmasked Estep 
Score: -14753350.000000 Penalty: 3788.493896
	Iteration 31Q: 3 clusters Score -1.475335e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -14753331.000000 Penalty: 3788.493896
	Iteration 32Q: 3 clusters Score -1.475333e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -14753298.000000 Penalty: 3788.493896
	Iteration 33Q: 3 clusters Score -1.47533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 114809 members 
Entering Unmasked Estep 
Score: -14753282.000000 Penalty: 3788.493896
	Iteration 34Q: 3 clusters Score -1.475328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -14753268.000000 Penalty: 3788.493896
	Iteration 35Q: 3 clusters Score -1.475327e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -14753239.000000 Penalty: 3788.493896
	Iteration 36Q: 3 clusters Score -1.475324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 114894 members 
Entering Unmasked Estep 
Score: -14753220.000000 Penalty: 3788.493896
	Iteration 37Q: 3 clusters Score -1.475322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 114914 members 
Entering Unmasked Estep 
Score: -14753217.000000 Penalty: 3788.493896
	Iteration 38Q: 3 clusters Score -1.475322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -14753205.000000 Penalty: 3788.493896
	Iteration 39Q: 3 clusters Score -1.47532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -14753207.000000 Penalty: 3788.493896
	Iteration 40F: 3 clusters Score -1.475321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -14753211.000000 Penalty: 3788.493896
	Iteration 41Q: 3 clusters Score -1.475321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 114940 members 
Entering Unmasked Estep 
Score: -14753201.000000 Penalty: 3788.493896
	Iteration 42Q: 3 clusters Score -1.47532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 114941 members 
Entering Unmasked Estep 
Score: -14753206.000000 Penalty: 3788.493896
	Iteration 43Q: 3 clusters Score -1.475321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 114945 members 
Entering Unmasked Estep 
Score: -14753206.000000 Penalty: 3788.493896
	Iteration 44Q: 3 clusters Score -1.475321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -14753209.000000 Penalty: 3788.493896
	Iteration 45Q: 3 clusters Score -1.475321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 114962 members 
Entering Unmasked Estep 
Score: -14753198.000000 Penalty: 3788.493896
	Iteration 46Q: 3 clusters Score -1.47532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 114964 members 
Entering Unmasked Estep 
Score: -14753195.000000 Penalty: 3788.493896
	Iteration 47Q: 3 clusters Score -1.47532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -14753203.000000 Penalty: 3788.493896
	Iteration 48Q: 3 clusters Score -1.47532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -14753203.000000 Penalty: 3788.493896
	Iteration 49F: 3 clusters Score -1.47532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Entering Unmasked Estep 
Score: -3601478.250000 Penalty: 1663.516968
	Iteration 0F: 2 clusters Score -3601478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3582876.750000 Penalty: 3327.033936
	Iteration 0F: 3 clusters Score -3582877 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3589825.250000 Penalty: 3327.033936
	Iteration 1F: 3 clusters Score -3589825 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3590208.250000 Penalty: 3327.033936
	Iteration 2Q: 3 clusters Score -3590208 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3590608.250000 Penalty: 3327.033936
	Iteration 3Q: 3 clusters Score -3590608 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3591098.000000 Penalty: 3327.033936
	Iteration 4Q: 3 clusters Score -3591098 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3591850.750000 Penalty: 3327.033936
	Iteration 5Q: 3 clusters Score -3591851 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3592949.500000 Penalty: 3327.033936
	Iteration 6F: 3 clusters Score -3592950 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3594506.250000 Penalty: 3327.033936
	Iteration 7F: 3 clusters Score -3594506 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3596269.250000 Penalty: 3327.033936
	Iteration 8F: 3 clusters Score -3596269 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3597861.750000 Penalty: 3327.033936
	Iteration 9F: 3 clusters Score -3597862 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3598988.250000 Penalty: 3327.033936
	Iteration 10Q: 3 clusters Score -3598988 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3599525.500000 Penalty: 3327.033936
	Iteration 11Q: 3 clusters Score -3599526 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3599846.000000 Penalty: 3327.033936
	Iteration 12Q: 3 clusters Score -3599846 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3600012.250000 Penalty: 3327.033936
	Iteration 13Q: 3 clusters Score -3600012 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3600111.000000 Penalty: 3327.033936
	Iteration 14Q: 3 clusters Score -3600111 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3600147.750000 Penalty: 3327.033936
	Iteration 15Q: 3 clusters Score -3600148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3600174.500000 Penalty: 3327.033936
	Iteration 16Q: 3 clusters Score -3600174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3600185.250000 Penalty: 3327.033936
	Iteration 17Q: 3 clusters Score -3600185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3600195.750000 Penalty: 3327.033936
	Iteration 18Q: 3 clusters Score -3600196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3600205.750000 Penalty: 3327.033936
	Iteration 19Q: 3 clusters Score -3600206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3600212.500000 Penalty: 3327.033936
	Iteration 20F: 3 clusters Score -3600212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3600217.750000 Penalty: 3327.033936
	Iteration 21Q: 3 clusters Score -3600218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3600224.250000 Penalty: 3327.033936
	Iteration 22Q: 3 clusters Score -3600224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3600225.500000 Penalty: 3327.033936
	Iteration 23Q: 3 clusters Score -3600226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3600225.750000 Penalty: 3327.033936
	Iteration 24Q: 3 clusters Score -3600226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3600232.250000 Penalty: 3327.033936
	Iteration 25Q: 3 clusters Score -3600232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3600232.750000 Penalty: 3327.033936
	Iteration 26Q: 3 clusters Score -3600233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3600231.000000 Penalty: 3327.033936
	Iteration 27Q: 3 clusters Score -3600231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3600232.000000 Penalty: 3327.033936
	Iteration 28Q: 3 clusters Score -3600232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3600233.250000 Penalty: 3327.033936
	Iteration 29Q: 3 clusters Score -3600233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3600234.000000 Penalty: 3327.033936
	Iteration 30Q: 3 clusters Score -3600234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3600237.750000 Penalty: 3327.033936
	Iteration 31Q: 3 clusters Score -3600238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3600234.750000 Penalty: 3327.033936
	Iteration 32Q: 3 clusters Score -3600235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3600236.750000 Penalty: 3327.033936
	Iteration 33Q: 3 clusters Score -3600237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3600238.250000 Penalty: 3327.033936
	Iteration 34Q: 3 clusters Score -3600238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3600242.250000 Penalty: 3327.033936
	Iteration 35Q: 3 clusters Score -3600242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3600232.500000 Penalty: 3327.033936
	Iteration 36Q: 3 clusters Score -3600232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3600236.000000 Penalty: 3327.033936
	Iteration 37Q: 3 clusters Score -3600236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3600233.500000 Penalty: 3327.033936
	Iteration 38Q: 3 clusters Score -3600234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3600233.500000 Penalty: 3327.033936
	Iteration 39F: 3 clusters Score -3600234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (110039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110039 members 
Entering Unmasked Estep 
Score: -14239936.000000 Penalty: 1886.395874
	Iteration 0F: 2 clusters Score -1.423994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -14175407.000000 Penalty: 3772.791748
	Iteration 0F: 3 clusters Score -1.417541e+07 nChanged 52754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -14205394.000000 Penalty: 3772.791748
	Iteration 1F: 3 clusters Score -1.420539e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -14206085.000000 Penalty: 3772.791748
	Iteration 2Q: 3 clusters Score -1.420608e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -14207032.000000 Penalty: 3772.791748
	Iteration 3Q: 3 clusters Score -1.420703e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -14208145.000000 Penalty: 3772.791748
	Iteration 4Q: 3 clusters Score -1.420814e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -14209637.000000 Penalty: 3772.791748
	Iteration 5Q: 3 clusters Score -1.420964e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -14212177.000000 Penalty: 3772.791748
	Iteration 6Q: 3 clusters Score -1.421218e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -14216343.000000 Penalty: 3772.791748
	Iteration 7F: 3 clusters Score -1.421634e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -14221441.000000 Penalty: 3772.791748
	Iteration 8F: 3 clusters Score -1.422144e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -14225151.000000 Penalty: 3772.791748
	Iteration 9F: 3 clusters Score -1.422515e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -14226612.000000 Penalty: 3772.791748
	Iteration 10Q: 3 clusters Score -1.422661e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -14226879.000000 Penalty: 3772.791748
	Iteration 11Q: 3 clusters Score -1.422688e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -14226960.000000 Penalty: 3772.791748
	Iteration 12Q: 3 clusters Score -1.422696e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -14226976.000000 Penalty: 3772.791748
	Iteration 13Q: 3 clusters Score -1.422698e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -14226930.000000 Penalty: 3772.791748
	Iteration 14Q: 3 clusters Score -1.422693e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -14226990.000000 Penalty: 3772.791748
	Iteration 15Q: 3 clusters Score -1.422699e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -14227055.000000 Penalty: 3772.791748
	Iteration 16Q: 3 clusters Score -1.422706e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -14227063.000000 Penalty: 3772.791748
	Iteration 17Q: 3 clusters Score -1.422706e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -14227094.000000 Penalty: 3772.791748
	Iteration 18Q: 3 clusters Score -1.422709e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -14227111.000000 Penalty: 3772.791748
	Iteration 19Q: 3 clusters Score -1.422711e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -14227127.000000 Penalty: 3772.791748
	Iteration 20F: 3 clusters Score -1.422713e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -14227128.000000 Penalty: 3772.791748
	Iteration 21Q: 3 clusters Score -1.422713e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -14227165.000000 Penalty: 3772.791748
	Iteration 22Q: 3 clusters Score -1.422716e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -14227180.000000 Penalty: 3772.791748
	Iteration 23Q: 3 clusters Score -1.422718e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -14227188.000000 Penalty: 3772.791748
	Iteration 24Q: 3 clusters Score -1.422719e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -14227196.000000 Penalty: 3772.791748
	Iteration 25Q: 3 clusters Score -1.42272e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -14227203.000000 Penalty: 3772.791748
	Iteration 26Q: 3 clusters Score -1.42272e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -14227275.000000 Penalty: 3772.791748
	Iteration 27Q: 3 clusters Score -1.422728e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -14227300.000000 Penalty: 3772.791748
	Iteration 28Q: 3 clusters Score -1.42273e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -14227317.000000 Penalty: 3772.791748
	Iteration 29Q: 3 clusters Score -1.422732e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -14227322.000000 Penalty: 3772.791748
	Iteration 30Q: 3 clusters Score -1.422732e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -14227322.000000 Penalty: 3772.791748
	Iteration 31Q: 3 clusters Score -1.422732e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -14227318.000000 Penalty: 3772.791748
	Iteration 32Q: 3 clusters Score -1.422732e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -14227356.000000 Penalty: 3772.791748
	Iteration 33Q: 3 clusters Score -1.422736e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -14227399.000000 Penalty: 3772.791748
	Iteration 34Q: 3 clusters Score -1.42274e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -14227461.000000 Penalty: 3772.791748
	Iteration 35Q: 3 clusters Score -1.422746e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -14227431.000000 Penalty: 3772.791748
	Iteration 36Q: 3 clusters Score -1.422743e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -14227485.000000 Penalty: 3772.791748
	Iteration 37Q: 3 clusters Score -1.422748e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -14227508.000000 Penalty: 3772.791748
	Iteration 38Q: 3 clusters Score -1.422751e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -14227583.000000 Penalty: 3772.791748
	Iteration 39Q: 3 clusters Score -1.422758e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -14227646.000000 Penalty: 3772.791748
	Iteration 40F: 3 clusters Score -1.422765e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -14227820.000000 Penalty: 3772.791748
	Iteration 41Q: 3 clusters Score -1.422782e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -14227848.000000 Penalty: 3772.791748
	Iteration 42Q: 3 clusters Score -1.422785e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -14227952.000000 Penalty: 3772.791748
	Iteration 43Q: 3 clusters Score -1.422795e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -14228127.000000 Penalty: 3772.791748
	Iteration 44Q: 3 clusters Score -1.422813e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -14228358.000000 Penalty: 3772.791748
	Iteration 45Q: 3 clusters Score -1.422836e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -14228511.000000 Penalty: 3772.791748
	Iteration 46Q: 3 clusters Score -1.422851e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -14228661.000000 Penalty: 3772.791748
	Iteration 47Q: 3 clusters Score -1.422866e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -14228987.000000 Penalty: 3772.791748
	Iteration 48Q: 3 clusters Score -1.422899e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -14229148.000000 Penalty: 3772.791748
	Iteration 49Q: 3 clusters Score -1.422915e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -14229331.000000 Penalty: 3772.791748
	Iteration 50Q: 3 clusters Score -1.422933e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -14229520.000000 Penalty: 3772.791748
	Iteration 51Q: 3 clusters Score -1.422952e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -14229728.000000 Penalty: 3772.791748
	Iteration 52Q: 3 clusters Score -1.422973e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -14229805.000000 Penalty: 3772.791748
	Iteration 53Q: 3 clusters Score -1.42298e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -14229998.000000 Penalty: 3772.791748
	Iteration 54Q: 3 clusters Score -1.423e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -14230161.000000 Penalty: 3772.791748
	Iteration 55Q: 3 clusters Score -1.423016e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -14230372.000000 Penalty: 3772.791748
	Iteration 56Q: 3 clusters Score -1.423037e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -14230567.000000 Penalty: 3772.791748
	Iteration 57Q: 3 clusters Score -1.423057e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -14230760.000000 Penalty: 3772.791748
	Iteration 58Q: 3 clusters Score -1.423076e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -14230966.000000 Penalty: 3772.791748
	Iteration 59Q: 3 clusters Score -1.423097e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -14231178.000000 Penalty: 3772.791748
	Iteration 60F: 3 clusters Score -1.423118e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 89449 members 
Entering Unmasked Estep 
Score: -14231380.000000 Penalty: 3772.791748
	Iteration 61Q: 3 clusters Score -1.423138e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -14231675.000000 Penalty: 3772.791748
	Iteration 62Q: 3 clusters Score -1.423168e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -14232010.000000 Penalty: 3772.791748
	Iteration 63Q: 3 clusters Score -1.423201e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -14232342.000000 Penalty: 3772.791748
	Iteration 64Q: 3 clusters Score -1.423234e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -14232680.000000 Penalty: 3772.791748
	Iteration 65Q: 3 clusters Score -1.423268e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -14233017.000000 Penalty: 3772.791748
	Iteration 66Q: 3 clusters Score -1.423302e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -14233437.000000 Penalty: 3772.791748
	Iteration 67Q: 3 clusters Score -1.423344e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 98874 members 
Entering Unmasked Estep 
Score: -14233799.000000 Penalty: 3772.791748
	Iteration 68Q: 3 clusters Score -1.42338e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -14234358.000000 Penalty: 3772.791748
	Iteration 69Q: 3 clusters Score -1.423436e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -14235175.000000 Penalty: 3772.791748
	Iteration 70Q: 3 clusters Score -1.423518e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -14235898.000000 Penalty: 3772.791748
	Iteration 71Q: 3 clusters Score -1.42359e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -14236588.000000 Penalty: 3772.791748
	Iteration 72Q: 3 clusters Score -1.423659e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -14237012.000000 Penalty: 3772.791748
	Iteration 73Q: 3 clusters Score -1.423701e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -14237387.000000 Penalty: 3772.791748
	Iteration 74Q: 3 clusters Score -1.423739e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -14237720.000000 Penalty: 3772.791748
	Iteration 75Q: 3 clusters Score -1.423772e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 107711 members 
Entering Unmasked Estep 
Score: -14237957.000000 Penalty: 3772.791748
	Iteration 76Q: 3 clusters Score -1.423796e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 108369 members 
Entering Unmasked Estep 
Score: -14238162.000000 Penalty: 3772.791748
	Iteration 77Q: 3 clusters Score -1.423816e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 108818 members 
Entering Unmasked Estep 
Score: -14238297.000000 Penalty: 3772.791748
	Iteration 78Q: 3 clusters Score -1.42383e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 109138 members 
Entering Unmasked Estep 
Score: -14238439.000000 Penalty: 3772.791748
	Iteration 79Q: 3 clusters Score -1.423844e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 109305 members 
Entering Unmasked Estep 
Score: -14238491.000000 Penalty: 3772.791748
	Iteration 80F: 3 clusters Score -1.423849e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 109403 members 
Entering Unmasked Estep 
Score: -14238481.000000 Penalty: 3772.791748
	Iteration 81Q: 3 clusters Score -1.423848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -14238477.000000 Penalty: 3772.791748
	Iteration 82Q: 3 clusters Score -1.423848e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 109489 members 
Entering Unmasked Estep 
Score: -14238492.000000 Penalty: 3772.791748
	Iteration 83Q: 3 clusters Score -1.423849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 109514 members 
Entering Unmasked Estep 
Score: -14238514.000000 Penalty: 3772.791748
	Iteration 84Q: 3 clusters Score -1.423851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 109528 members 
Entering Unmasked Estep 
Score: -14238525.000000 Penalty: 3772.791748
	Iteration 85Q: 3 clusters Score -1.423852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 109539 members 
Entering Unmasked Estep 
Score: -14238524.000000 Penalty: 3772.791748
	Iteration 86Q: 3 clusters Score -1.423852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 109543 members 
Entering Unmasked Estep 
Score: -14238530.000000 Penalty: 3772.791748
	Iteration 87Q: 3 clusters Score -1.423853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -14238527.000000 Penalty: 3772.791748
	Iteration 88Q: 3 clusters Score -1.423853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 109534 members 
Entering Unmasked Estep 
Score: -14238541.000000 Penalty: 3772.791748
	Iteration 89Q: 3 clusters Score -1.423854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -14238538.000000 Penalty: 3772.791748
	Iteration 90Q: 3 clusters Score -1.423854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 109530 members 
Entering Unmasked Estep 
Score: -14238534.000000 Penalty: 3772.791748
	Iteration 91Q: 3 clusters Score -1.423853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 109528 members 
Entering Unmasked Estep 
Score: -14238540.000000 Penalty: 3772.791748
	Iteration 92Q: 3 clusters Score -1.423854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -14238539.000000 Penalty: 3772.791748
	Iteration 93Q: 3 clusters Score -1.423854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -14238535.000000 Penalty: 3772.791748
	Iteration 94Q: 3 clusters Score -1.423854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -14238535.000000 Penalty: 3772.791748
	Iteration 95F: 3 clusters Score -1.423854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Entering Unmasked Estep 
Score: -3824476.250000 Penalty: 1673.768433
	Iteration 0F: 2 clusters Score -3824476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3804393.500000 Penalty: 3347.536865
	Iteration 0F: 3 clusters Score -3804394 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3811887.750000 Penalty: 3347.536865
	Iteration 1F: 3 clusters Score -3811888 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3812229.500000 Penalty: 3347.536865
	Iteration 2Q: 3 clusters Score -3812230 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3812520.500000 Penalty: 3347.536865
	Iteration 3Q: 3 clusters Score -3812520 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3812861.500000 Penalty: 3347.536865
	Iteration 4Q: 3 clusters Score -3812862 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3813231.000000 Penalty: 3347.536865
	Iteration 5Q: 3 clusters Score -3813231 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3813731.250000 Penalty: 3347.536865
	Iteration 6Q: 3 clusters Score -3813731 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3814462.750000 Penalty: 3347.536865
	Iteration 7Q: 3 clusters Score -3814463 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3815457.750000 Penalty: 3347.536865
	Iteration 8F: 3 clusters Score -3815458 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3816817.750000 Penalty: 3347.536865
	Iteration 9F: 3 clusters Score -3816818 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3818344.500000 Penalty: 3347.536865
	Iteration 10F: 3 clusters Score -3818344 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3819757.750000 Penalty: 3347.536865
	Iteration 11F: 3 clusters Score -3819758 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3820809.500000 Penalty: 3347.536865
	Iteration 12Q: 3 clusters Score -3820810 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3821511.750000 Penalty: 3347.536865
	Iteration 13Q: 3 clusters Score -3821512 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3821998.750000 Penalty: 3347.536865
	Iteration 14Q: 3 clusters Score -3821999 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3822304.500000 Penalty: 3347.536865
	Iteration 15Q: 3 clusters Score -3822304 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3822509.250000 Penalty: 3347.536865
	Iteration 16Q: 3 clusters Score -3822509 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3822654.250000 Penalty: 3347.536865
	Iteration 17Q: 3 clusters Score -3822654 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3822757.000000 Penalty: 3347.536865
	Iteration 18Q: 3 clusters Score -3822757 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3822829.750000 Penalty: 3347.536865
	Iteration 19Q: 3 clusters Score -3822830 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3822879.500000 Penalty: 3347.536865
	Iteration 20F: 3 clusters Score -3822880 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3822923.000000 Penalty: 3347.536865
	Iteration 21Q: 3 clusters Score -3822923 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3822952.250000 Penalty: 3347.536865
	Iteration 22Q: 3 clusters Score -3822952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3822975.500000 Penalty: 3347.536865
	Iteration 23Q: 3 clusters Score -3822976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3822999.500000 Penalty: 3347.536865
	Iteration 24Q: 3 clusters Score -3823000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3823019.000000 Penalty: 3347.536865
	Iteration 25Q: 3 clusters Score -3823019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3823036.750000 Penalty: 3347.536865
	Iteration 26Q: 3 clusters Score -3823037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3823060.000000 Penalty: 3347.536865
	Iteration 27Q: 3 clusters Score -3823060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3823063.000000 Penalty: 3347.536865
	Iteration 28Q: 3 clusters Score -3823063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3823069.750000 Penalty: 3347.536865
	Iteration 29Q: 3 clusters Score -3823070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3823071.750000 Penalty: 3347.536865
	Iteration 30Q: 3 clusters Score -3823072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3823069.500000 Penalty: 3347.536865
	Iteration 31Q: 3 clusters Score -3823070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3823070.500000 Penalty: 3347.536865
	Iteration 32Q: 3 clusters Score -3823070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3823078.000000 Penalty: 3347.536865
	Iteration 33Q: 3 clusters Score -3823078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3823085.000000 Penalty: 3347.536865
	Iteration 34Q: 3 clusters Score -3823085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3823089.750000 Penalty: 3347.536865
	Iteration 35Q: 3 clusters Score -3823090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3823095.250000 Penalty: 3347.536865
	Iteration 36Q: 3 clusters Score -3823095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3823093.000000 Penalty: 3347.536865
	Iteration 37Q: 3 clusters Score -3823093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3823099.000000 Penalty: 3347.536865
	Iteration 38Q: 3 clusters Score -3823099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3823099.250000 Penalty: 3347.536865
	Iteration 39Q: 3 clusters Score -3823099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3823098.500000 Penalty: 3347.536865
	Iteration 40F: 3 clusters Score -3823098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3823100.750000 Penalty: 3347.536865
	Iteration 41Q: 3 clusters Score -3823101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3823099.500000 Penalty: 3347.536865
	Iteration 42Q: 3 clusters Score -3823100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3823106.000000 Penalty: 3347.536865
	Iteration 43Q: 3 clusters Score -3823106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3823103.000000 Penalty: 3347.536865
	Iteration 44Q: 3 clusters Score -3823103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3823104.000000 Penalty: 3347.536865
	Iteration 45Q: 3 clusters Score -3823104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3823106.250000 Penalty: 3347.536865
	Iteration 46Q: 3 clusters Score -3823106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3823107.500000 Penalty: 3347.536865
	Iteration 47Q: 3 clusters Score -3823108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3823112.250000 Penalty: 3347.536865
	Iteration 48Q: 3 clusters Score -3823112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3823112.500000 Penalty: 3347.536865
	Iteration 49Q: 3 clusters Score -3823112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3823113.500000 Penalty: 3347.536865
	Iteration 50Q: 3 clusters Score -3823114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3823113.500000 Penalty: 3347.536865
	Iteration 51F: 3 clusters Score -3823114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Entering Unmasked Estep 
Score: -4929877.000000 Penalty: 1717.032837
	Iteration 0F: 2 clusters Score -4929877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4903977.000000 Penalty: 3434.065674
	Iteration 0F: 3 clusters Score -4903977 nChanged 18108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4915141.000000 Penalty: 3434.065674
	Iteration 1F: 3 clusters Score -4915141 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -4916183.500000 Penalty: 3434.065674
	Iteration 2F: 3 clusters Score -4916184 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4917478.000000 Penalty: 3434.065674
	Iteration 3F: 3 clusters Score -4917478 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4918949.000000 Penalty: 3434.065674
	Iteration 4F: 3 clusters Score -4918949 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4920463.000000 Penalty: 3434.065674
	Iteration 5F: 3 clusters Score -4920463 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4921945.000000 Penalty: 3434.065674
	Iteration 6F: 3 clusters Score -4921945 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4923221.500000 Penalty: 3434.065674
	Iteration 7F: 3 clusters Score -4923222 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4924053.000000 Penalty: 3434.065674
	Iteration 8Q: 3 clusters Score -4924053 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -4924493.000000 Penalty: 3434.065674
	Iteration 9Q: 3 clusters Score -4924493 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -4924688.500000 Penalty: 3434.065674
	Iteration 10Q: 3 clusters Score -4924688 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4924784.500000 Penalty: 3434.065674
	Iteration 11Q: 3 clusters Score -4924784 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -4924888.000000 Penalty: 3434.065674
	Iteration 12Q: 3 clusters Score -4924888 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4924945.000000 Penalty: 3434.065674
	Iteration 13Q: 3 clusters Score -4924945 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -4924995.500000 Penalty: 3434.065674
	Iteration 14Q: 3 clusters Score -4924996 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4925051.500000 Penalty: 3434.065674
	Iteration 15Q: 3 clusters Score -4925052 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -4925075.500000 Penalty: 3434.065674
	Iteration 16Q: 3 clusters Score -4925076 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4925118.000000 Penalty: 3434.065674
	Iteration 17Q: 3 clusters Score -4925118 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4925132.500000 Penalty: 3434.065674
	Iteration 18Q: 3 clusters Score -4925132 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -4925187.000000 Penalty: 3434.065674
	Iteration 19Q: 3 clusters Score -4925187 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4925207.500000 Penalty: 3434.065674
	Iteration 20F: 3 clusters Score -4925208 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4925245.000000 Penalty: 3434.065674
	Iteration 21Q: 3 clusters Score -4925245 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -4925257.000000 Penalty: 3434.065674
	Iteration 22Q: 3 clusters Score -4925257 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -4925281.500000 Penalty: 3434.065674
	Iteration 23Q: 3 clusters Score -4925282 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4925323.500000 Penalty: 3434.065674
	Iteration 24Q: 3 clusters Score -4925324 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4925395.500000 Penalty: 3434.065674
	Iteration 25Q: 3 clusters Score -4925396 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4925430.000000 Penalty: 3434.065674
	Iteration 26Q: 3 clusters Score -4925430 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4925496.500000 Penalty: 3434.065674
	Iteration 27Q: 3 clusters Score -4925496 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4925540.000000 Penalty: 3434.065674
	Iteration 28Q: 3 clusters Score -4925540 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -4925580.500000 Penalty: 3434.065674
	Iteration 29Q: 3 clusters Score -4925580 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4925639.500000 Penalty: 3434.065674
	Iteration 30Q: 3 clusters Score -4925640 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -4925696.500000 Penalty: 3434.065674
	Iteration 31Q: 3 clusters Score -4925696 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4925762.500000 Penalty: 3434.065674
	Iteration 32Q: 3 clusters Score -4925762 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -4925845.500000 Penalty: 3434.065674
	Iteration 33Q: 3 clusters Score -4925846 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -4925890.000000 Penalty: 3434.065674
	Iteration 34Q: 3 clusters Score -4925890 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -4925951.000000 Penalty: 3434.065674
	Iteration 35Q: 3 clusters Score -4925951 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -4926026.500000 Penalty: 3434.065674
	Iteration 36Q: 3 clusters Score -4926026 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -4926110.000000 Penalty: 3434.065674
	Iteration 37Q: 3 clusters Score -4926110 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -4926171.500000 Penalty: 3434.065674
	Iteration 38Q: 3 clusters Score -4926172 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -4926219.000000 Penalty: 3434.065674
	Iteration 39Q: 3 clusters Score -4926219 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -4926252.000000 Penalty: 3434.065674
	Iteration 40F: 3 clusters Score -4926252 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4926324.500000 Penalty: 3434.065674
	Iteration 41Q: 3 clusters Score -4926324 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4926387.000000 Penalty: 3434.065674
	Iteration 42Q: 3 clusters Score -4926387 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4926444.500000 Penalty: 3434.065674
	Iteration 43Q: 3 clusters Score -4926444 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4926508.000000 Penalty: 3434.065674
	Iteration 44Q: 3 clusters Score -4926508 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4926560.500000 Penalty: 3434.065674
	Iteration 45Q: 3 clusters Score -4926560 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4926635.000000 Penalty: 3434.065674
	Iteration 46Q: 3 clusters Score -4926635 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4926675.000000 Penalty: 3434.065674
	Iteration 47Q: 3 clusters Score -4926675 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4926741.500000 Penalty: 3434.065674
	Iteration 48Q: 3 clusters Score -4926742 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4926818.000000 Penalty: 3434.065674
	Iteration 49Q: 3 clusters Score -4926818 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4926906.500000 Penalty: 3434.065674
	Iteration 50Q: 3 clusters Score -4926906 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4926972.000000 Penalty: 3434.065674
	Iteration 51Q: 3 clusters Score -4926972 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4927021.000000 Penalty: 3434.065674
	Iteration 52Q: 3 clusters Score -4927021 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4927080.000000 Penalty: 3434.065674
	Iteration 53Q: 3 clusters Score -4927080 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -4927130.500000 Penalty: 3434.065674
	Iteration 54Q: 3 clusters Score -4927130 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -4927205.000000 Penalty: 3434.065674
	Iteration 55Q: 3 clusters Score -4927205 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4927259.500000 Penalty: 3434.065674
	Iteration 56Q: 3 clusters Score -4927260 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4927346.000000 Penalty: 3434.065674
	Iteration 57Q: 3 clusters Score -4927346 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4927427.000000 Penalty: 3434.065674
	Iteration 58Q: 3 clusters Score -4927427 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4927513.500000 Penalty: 3434.065674
	Iteration 59Q: 3 clusters Score -4927514 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4927586.500000 Penalty: 3434.065674
	Iteration 60F: 3 clusters Score -4927586 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4927646.500000 Penalty: 3434.065674
	Iteration 61Q: 3 clusters Score -4927646 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4927733.500000 Penalty: 3434.065674
	Iteration 62Q: 3 clusters Score -4927734 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4927811.500000 Penalty: 3434.065674
	Iteration 63Q: 3 clusters Score -4927812 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4927877.000000 Penalty: 3434.065674
	Iteration 64Q: 3 clusters Score -4927877 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -4927945.500000 Penalty: 3434.065674
	Iteration 65Q: 3 clusters Score -4927946 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4927988.500000 Penalty: 3434.065674
	Iteration 66Q: 3 clusters Score -4927988 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4928038.500000 Penalty: 3434.065674
	Iteration 67Q: 3 clusters Score -4928038 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4928086.500000 Penalty: 3434.065674
	Iteration 68Q: 3 clusters Score -4928086 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4928124.500000 Penalty: 3434.065674
	Iteration 69Q: 3 clusters Score -4928124 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4928185.000000 Penalty: 3434.065674
	Iteration 70Q: 3 clusters Score -4928185 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4928220.000000 Penalty: 3434.065674
	Iteration 71Q: 3 clusters Score -4928220 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4928272.500000 Penalty: 3434.065674
	Iteration 72Q: 3 clusters Score -4928272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4928300.000000 Penalty: 3434.065674
	Iteration 73Q: 3 clusters Score -4928300 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -4928352.000000 Penalty: 3434.065674
	Iteration 74Q: 3 clusters Score -4928352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4928378.000000 Penalty: 3434.065674
	Iteration 75Q: 3 clusters Score -4928378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4928416.500000 Penalty: 3434.065674
	Iteration 76Q: 3 clusters Score -4928416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4928444.000000 Penalty: 3434.065674
	Iteration 77Q: 3 clusters Score -4928444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4928479.500000 Penalty: 3434.065674
	Iteration 78Q: 3 clusters Score -4928480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4928486.000000 Penalty: 3434.065674
	Iteration 79Q: 3 clusters Score -4928486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4928506.500000 Penalty: 3434.065674
	Iteration 80F: 3 clusters Score -4928506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4928512.000000 Penalty: 3434.065674
	Iteration 81Q: 3 clusters Score -4928512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -4928532.500000 Penalty: 3434.065674
	Iteration 82Q: 3 clusters Score -4928532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -4928551.500000 Penalty: 3434.065674
	Iteration 83Q: 3 clusters Score -4928552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4928551.000000 Penalty: 3434.065674
	Iteration 84Q: 3 clusters Score -4928551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -4928560.500000 Penalty: 3434.065674
	Iteration 85Q: 3 clusters Score -4928560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4928570.000000 Penalty: 3434.065674
	Iteration 86Q: 3 clusters Score -4928570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -4928580.000000 Penalty: 3434.065674
	Iteration 87Q: 3 clusters Score -4928580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4928593.000000 Penalty: 3434.065674
	Iteration 88Q: 3 clusters Score -4928593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -4928607.500000 Penalty: 3434.065674
	Iteration 89Q: 3 clusters Score -4928608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4928617.500000 Penalty: 3434.065674
	Iteration 90Q: 3 clusters Score -4928618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -4928620.000000 Penalty: 3434.065674
	Iteration 91Q: 3 clusters Score -4928620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -4928628.500000 Penalty: 3434.065674
	Iteration 92Q: 3 clusters Score -4928628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -4928639.000000 Penalty: 3434.065674
	Iteration 93Q: 3 clusters Score -4928639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -4928642.000000 Penalty: 3434.065674
	Iteration 94Q: 3 clusters Score -4928642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4928651.000000 Penalty: 3434.065674
	Iteration 95Q: 3 clusters Score -4928651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4928648.000000 Penalty: 3434.065674
	Iteration 96Q: 3 clusters Score -4928648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4928661.500000 Penalty: 3434.065674
	Iteration 97Q: 3 clusters Score -4928662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4928655.500000 Penalty: 3434.065674
	Iteration 98Q: 3 clusters Score -4928656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -4928664.000000 Penalty: 3434.065674
	Iteration 99Q: 3 clusters Score -4928664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4928681.500000 Penalty: 3434.065674
	Iteration 100F: 3 clusters Score -4928682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -4928692.500000 Penalty: 3434.065674
	Iteration 101Q: 3 clusters Score -4928692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -4928688.500000 Penalty: 3434.065674
	Iteration 102Q: 3 clusters Score -4928688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4928685.000000 Penalty: 3434.065674
	Iteration 103Q: 3 clusters Score -4928685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -4928686.000000 Penalty: 3434.065674
	Iteration 104Q: 3 clusters Score -4928686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4928687.000000 Penalty: 3434.065674
	Iteration 105Q: 3 clusters Score -4928687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4928691.500000 Penalty: 3434.065674
	Iteration 106Q: 3 clusters Score -4928692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4928689.000000 Penalty: 3434.065674
	Iteration 107Q: 3 clusters Score -4928689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4928692.000000 Penalty: 3434.065674
	Iteration 108Q: 3 clusters Score -4928692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4928696.500000 Penalty: 3434.065674
	Iteration 109Q: 3 clusters Score -4928696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4928691.000000 Penalty: 3434.065674
	Iteration 110Q: 3 clusters Score -4928691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4928695.000000 Penalty: 3434.065674
	Iteration 111Q: 3 clusters Score -4928695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4928696.000000 Penalty: 3434.065674
	Iteration 112Q: 3 clusters Score -4928696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4928696.000000 Penalty: 3434.065674
	Iteration 113F: 3 clusters Score -4928696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -524351.875000 Penalty: 1348.633911
	Iteration 0F: 2 clusters Score -524351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -520993.437500 Penalty: 2697.267822
	Iteration 0F: 3 clusters Score -520993.4 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -521878.343750 Penalty: 2697.267822
	Iteration 1F: 3 clusters Score -521878.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -522032.093750 Penalty: 2697.267822
	Iteration 2F: 3 clusters Score -522032.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -522133.593750 Penalty: 2697.267822
	Iteration 3Q: 3 clusters Score -522133.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -522216.031250 Penalty: 2697.267822
	Iteration 4Q: 3 clusters Score -522216 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -522283.343750 Penalty: 2697.267822
	Iteration 5Q: 3 clusters Score -522283.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -522357.281250 Penalty: 2697.267822
	Iteration 6Q: 3 clusters Score -522357.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -522426.906250 Penalty: 2697.267822
	Iteration 7Q: 3 clusters Score -522426.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -522485.343750 Penalty: 2697.267822
	Iteration 8Q: 3 clusters Score -522485.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -522549.406250 Penalty: 2697.267822
	Iteration 9Q: 3 clusters Score -522549.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -522618.375000 Penalty: 2697.267822
	Iteration 10Q: 3 clusters Score -522618.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -522679.437500 Penalty: 2697.267822
	Iteration 11Q: 3 clusters Score -522679.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -522736.125000 Penalty: 2697.267822
	Iteration 12Q: 3 clusters Score -522736.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -522798.750000 Penalty: 2697.267822
	Iteration 13Q: 3 clusters Score -522798.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -522863.500000 Penalty: 2697.267822
	Iteration 14Q: 3 clusters Score -522863.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -522905.937500 Penalty: 2697.267822
	Iteration 15Q: 3 clusters Score -522905.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -522945.906250 Penalty: 2697.267822
	Iteration 16Q: 3 clusters Score -522945.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -522982.281250 Penalty: 2697.267822
	Iteration 17Q: 3 clusters Score -522982.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -523021.375000 Penalty: 2697.267822
	Iteration 18Q: 3 clusters Score -523021.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -523058.593750 Penalty: 2697.267822
	Iteration 19Q: 3 clusters Score -523058.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -523082.187500 Penalty: 2697.267822
	Iteration 20F: 3 clusters Score -523082.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -523102.093750 Penalty: 2697.267822
	Iteration 21Q: 3 clusters Score -523102.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -523118.968750 Penalty: 2697.267822
	Iteration 22Q: 3 clusters Score -523119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -523132.312500 Penalty: 2697.267822
	Iteration 23Q: 3 clusters Score -523132.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -523142.406250 Penalty: 2697.267822
	Iteration 24Q: 3 clusters Score -523142.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -523152.312500 Penalty: 2697.267822
	Iteration 25Q: 3 clusters Score -523152.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -523161.687500 Penalty: 2697.267822
	Iteration 26Q: 3 clusters Score -523161.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -523169.562500 Penalty: 2697.267822
	Iteration 27Q: 3 clusters Score -523169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -523173.718750 Penalty: 2697.267822
	Iteration 28Q: 3 clusters Score -523173.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -523177.781250 Penalty: 2697.267822
	Iteration 29Q: 3 clusters Score -523177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -523179.343750 Penalty: 2697.267822
	Iteration 30Q: 3 clusters Score -523179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -523180.968750 Penalty: 2697.267822
	Iteration 31Q: 3 clusters Score -523181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -523180.968750 Penalty: 2697.267822
	Iteration 32F: 3 clusters Score -523181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 94742 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18760 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 108913 members 
Mstep: Class 10 contains 25567 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115486 members 
Mstep: Class 13 contains 27918 members 
Mstep: Class 14 contains 110039 members 
Mstep: Class 17 contains 29736 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 19 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811608.000000 Penalty: 34500.488281
Iteration 79Q: 17 clusters Score -7.281161e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 94483 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 18756 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 108866 members 
Mstep: Class 10 contains 25447 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115394 members 
Mstep: Class 13 contains 28061 members 
Mstep: Class 14 contains 110049 members 
Mstep: Class 17 contains 29722 members 
Mstep: Class 18 contains 39224 members 
Mstep: Class 19 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811800.000000 Penalty: 34500.488281
Iteration 80F: 17 clusters Score -7.28118e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 94236 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 18740 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 108851 members 
Mstep: Class 10 contains 25309 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115274 members 
Mstep: Class 13 contains 28189 members 
Mstep: Class 14 contains 110059 members 
Mstep: Class 17 contains 29717 members 
Mstep: Class 18 contains 39651 members 
Mstep: Class 19 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812312.000000 Penalty: 34500.488281
Iteration 81Q: 17 clusters Score -7.281231e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 94015 members 
Mstep: Class 5 contains 318 members 
Mstep: Class 6 contains 18730 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 108836 members 
Mstep: Class 10 contains 25153 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115183 members 
Mstep: Class 13 contains 28285 members 
Mstep: Class 14 contains 110054 members 
Mstep: Class 17 contains 29718 members 
Mstep: Class 18 contains 40069 members 
Mstep: Class 19 contains 3939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812696.000000 Penalty: 34500.488281
Iteration 82Q: 17 clusters Score -7.28127e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 500 members 
Mstep: Class 4 contains 93825 members 
Mstep: Class 5 contains 315 members 
Mstep: Class 6 contains 18722 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 108803 members 
Mstep: Class 10 contains 24995 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115064 members 
Mstep: Class 13 contains 28377 members 
Mstep: Class 14 contains 110071 members 
Mstep: Class 17 contains 29714 members 
Mstep: Class 18 contains 40502 members 
Mstep: Class 19 contains 3910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812840.000000 Penalty: 34500.488281
Iteration 83Q: 17 clusters Score -7.281284e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 503 members 
Mstep: Class 4 contains 93676 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 18721 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 108769 members 
Mstep: Class 10 contains 24835 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114951 members 
Mstep: Class 13 contains 28464 members 
Mstep: Class 14 contains 110070 members 
Mstep: Class 17 contains 29694 members 
Mstep: Class 18 contains 40919 members 
Mstep: Class 19 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813136.000000 Penalty: 34500.488281
Iteration 84Q: 17 clusters Score -7.281314e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 93551 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 18722 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 108741 members 
Mstep: Class 10 contains 24648 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114837 members 
Mstep: Class 13 contains 28541 members 
Mstep: Class 14 contains 110063 members 
Mstep: Class 17 contains 29680 members 
Mstep: Class 18 contains 41348 members 
Mstep: Class 19 contains 3852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813560.000000 Penalty: 34500.488281
Iteration 85Q: 17 clusters Score -7.281356e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 93456 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18709 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 108705 members 
Mstep: Class 10 contains 24470 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114722 members 
Mstep: Class 13 contains 28615 members 
Mstep: Class 14 contains 110058 members 
Mstep: Class 17 contains 29672 members 
Mstep: Class 18 contains 41756 members 
Mstep: Class 19 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813720.000000 Penalty: 34500.488281
Iteration 86Q: 17 clusters Score -7.281372e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 93386 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18707 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 108674 members 
Mstep: Class 10 contains 24257 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114640 members 
Mstep: Class 13 contains 28675 members 
Mstep: Class 14 contains 110063 members 
Mstep: Class 17 contains 29647 members 
Mstep: Class 18 contains 42137 members 
Mstep: Class 19 contains 3796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813616.000000 Penalty: 34500.488281
Iteration 87Q: 17 clusters Score -7.281362e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 93299 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18684 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 108615 members 
Mstep: Class 10 contains 24062 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114586 members 
Mstep: Class 13 contains 28734 members 
Mstep: Class 14 contains 110066 members 
Mstep: Class 17 contains 29649 members 
Mstep: Class 18 contains 42505 members 
Mstep: Class 19 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813632.000000 Penalty: 34500.488281
Iteration 88Q: 17 clusters Score -7.281363e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 93260 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18668 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 108536 members 
Mstep: Class 10 contains 23868 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114500 members 
Mstep: Class 13 contains 28805 members 
Mstep: Class 14 contains 110072 members 
Mstep: Class 17 contains 29637 members 
Mstep: Class 18 contains 42864 members 
Mstep: Class 19 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813856.000000 Penalty: 34500.488281
Iteration 89Q: 17 clusters Score -7.281386e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 93208 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18658 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 108450 members 
Mstep: Class 10 contains 23669 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114444 members 
Mstep: Class 13 contains 28869 members 
Mstep: Class 14 contains 110082 members 
Mstep: Class 17 contains 29627 members 
Mstep: Class 18 contains 43225 members 
Mstep: Class 19 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814064.000000 Penalty: 34500.488281
Iteration 90Q: 17 clusters Score -7.281406e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 93173 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18645 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 108372 members 
Mstep: Class 10 contains 23477 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114385 members 
Mstep: Class 13 contains 28921 members 
Mstep: Class 14 contains 110094 members 
Mstep: Class 17 contains 29604 members 
Mstep: Class 18 contains 43563 members 
Mstep: Class 19 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814184.000000 Penalty: 34500.488281
Iteration 91Q: 17 clusters Score -7.281418e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 93116 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18628 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 108305 members 
Mstep: Class 10 contains 23284 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114300 members 
Mstep: Class 13 contains 28969 members 
Mstep: Class 14 contains 110107 members 
Mstep: Class 17 contains 29581 members 
Mstep: Class 18 contains 43943 members 
Mstep: Class 19 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814456.000000 Penalty: 34500.488281
Iteration 92Q: 17 clusters Score -7.281446e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 93015 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18615 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 108232 members 
Mstep: Class 10 contains 23105 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114222 members 
Mstep: Class 13 contains 29027 members 
Mstep: Class 14 contains 110115 members 
Mstep: Class 17 contains 29578 members 
Mstep: Class 18 contains 44330 members 
Mstep: Class 19 contains 3724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814640.000000 Penalty: 34500.488281
Iteration 93Q: 17 clusters Score -7.281464e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 92948 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18596 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 108165 members 
Mstep: Class 10 contains 22917 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114131 members 
Mstep: Class 13 contains 29103 members 
Mstep: Class 14 contains 110113 members 
Mstep: Class 17 contains 29579 members 
Mstep: Class 18 contains 44691 members 
Mstep: Class 19 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814904.000000 Penalty: 34500.488281
Iteration 94Q: 17 clusters Score -7.28149e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 92878 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18569 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 108091 members 
Mstep: Class 10 contains 22743 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114054 members 
Mstep: Class 13 contains 29151 members 
Mstep: Class 14 contains 110118 members 
Mstep: Class 17 contains 29589 members 
Mstep: Class 18 contains 45057 members 
Mstep: Class 19 contains 3709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815128.000000 Penalty: 34500.488281
Iteration 95Q: 17 clusters Score -7.281513e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 92767 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18552 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 108014 members 
Mstep: Class 10 contains 22568 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113979 members 
Mstep: Class 13 contains 29205 members 
Mstep: Class 14 contains 110114 members 
Mstep: Class 17 contains 29596 members 
Mstep: Class 18 contains 45465 members 
Mstep: Class 19 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815480.000000 Penalty: 34500.488281
Iteration 96Q: 17 clusters Score -7.281548e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 92677 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18521 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 107967 members 
Mstep: Class 10 contains 22380 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113915 members 
Mstep: Class 13 contains 29252 members 
Mstep: Class 14 contains 110106 members 
Mstep: Class 17 contains 29601 members 
Mstep: Class 18 contains 45848 members 
Mstep: Class 19 contains 3693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815680.000000 Penalty: 34500.488281
Iteration 97Q: 17 clusters Score -7.281568e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 92567 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18496 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 107899 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113887 members 
Mstep: Class 13 contains 29268 members 
Mstep: Class 14 contains 110094 members 
Mstep: Class 17 contains 29613 members 
Mstep: Class 18 contains 46227 members 
Mstep: Class 19 contains 3695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815832.000000 Penalty: 34500.488281
Iteration 98Q: 17 clusters Score -7.281583e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 92499 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18475 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 107816 members 
Mstep: Class 10 contains 22047 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113872 members 
Mstep: Class 13 contains 29278 members 
Mstep: Class 14 contains 110083 members 
Mstep: Class 17 contains 29624 members 
Mstep: Class 18 contains 46581 members 
Mstep: Class 19 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816112.000000 Penalty: 34500.488281
Iteration 99Q: 17 clusters Score -7.281611e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 92402 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 18450 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 107764 members 
Mstep: Class 10 contains 21887 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113858 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 14 contains 110082 members 
Mstep: Class 17 contains 29621 members 
Mstep: Class 18 contains 46933 members 
Mstep: Class 19 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816304.000000 Penalty: 34500.488281
Iteration 100F: 17 clusters Score -7.28163e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 92336 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 18427 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 107710 members 
Mstep: Class 10 contains 21748 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113802 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 14 contains 110078 members 
Mstep: Class 17 contains 29614 members 
Mstep: Class 18 contains 47283 members 
Mstep: Class 19 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816552.000000 Penalty: 34500.488281
Iteration 101Q: 17 clusters Score -7.281655e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92267 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 18403 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 107650 members 
Mstep: Class 10 contains 21619 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113775 members 
Mstep: Class 13 contains 29282 members 
Mstep: Class 14 contains 110076 members 
Mstep: Class 17 contains 29605 members 
Mstep: Class 18 contains 47622 members 
Mstep: Class 19 contains 3660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816688.000000 Penalty: 34500.488281
Iteration 102Q: 17 clusters Score -7.281669e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92164 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18384 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 107614 members 
Mstep: Class 10 contains 21503 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113755 members 
Mstep: Class 13 contains 29276 members 
Mstep: Class 14 contains 110084 members 
Mstep: Class 17 contains 29583 members 
Mstep: Class 18 contains 47947 members 
Mstep: Class 19 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816928.000000 Penalty: 34500.488281
Iteration 103Q: 17 clusters Score -7.281693e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92086 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18369 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 107562 members 
Mstep: Class 10 contains 21381 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113738 members 
Mstep: Class 13 contains 29249 members 
Mstep: Class 14 contains 110086 members 
Mstep: Class 17 contains 29566 members 
Mstep: Class 18 contains 48290 members 
Mstep: Class 19 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817080.000000 Penalty: 34500.488281
Iteration 104Q: 17 clusters Score -7.281708e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92049 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18353 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 107536 members 
Mstep: Class 10 contains 21268 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113685 members 
Mstep: Class 13 contains 29229 members 
Mstep: Class 14 contains 110094 members 
Mstep: Class 17 contains 29531 members 
Mstep: Class 18 contains 48591 members 
Mstep: Class 19 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816944.000000 Penalty: 34500.488281
Iteration 105Q: 17 clusters Score -7.281694e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92036 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18341 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 107501 members 
Mstep: Class 10 contains 21140 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113639 members 
Mstep: Class 13 contains 29217 members 
Mstep: Class 14 contains 110102 members 
Mstep: Class 17 contains 29509 members 
Mstep: Class 18 contains 48867 members 
Mstep: Class 19 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816960.000000 Penalty: 34500.488281
Iteration 106Q: 17 clusters Score -7.281696e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92051 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 107441 members 
Mstep: Class 10 contains 20996 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113615 members 
Mstep: Class 13 contains 29203 members 
Mstep: Class 14 contains 110103 members 
Mstep: Class 17 contains 29487 members 
Mstep: Class 18 contains 49142 members 
Mstep: Class 19 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817184.000000 Penalty: 34500.488281
Iteration 107Q: 17 clusters Score -7.281718e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92034 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18321 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 107390 members 
Mstep: Class 10 contains 20861 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113590 members 
Mstep: Class 13 contains 29203 members 
Mstep: Class 14 contains 110114 members 
Mstep: Class 17 contains 29444 members 
Mstep: Class 18 contains 49413 members 
Mstep: Class 19 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817336.000000 Penalty: 34500.488281
Iteration 108Q: 17 clusters Score -7.281734e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92053 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18317 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 107345 members 
Mstep: Class 10 contains 20706 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113570 members 
Mstep: Class 13 contains 29201 members 
Mstep: Class 14 contains 110124 members 
Mstep: Class 17 contains 29414 members 
Mstep: Class 18 contains 49655 members 
Mstep: Class 19 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817744.000000 Penalty: 34500.488281
Iteration 109Q: 17 clusters Score -7.281774e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92098 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18307 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 107266 members 
Mstep: Class 10 contains 20541 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113537 members 
Mstep: Class 13 contains 29215 members 
Mstep: Class 14 contains 110140 members 
Mstep: Class 17 contains 29388 members 
Mstep: Class 18 contains 49902 members 
Mstep: Class 19 contains 3568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817880.000000 Penalty: 34500.488281
Iteration 110Q: 17 clusters Score -7.281788e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92179 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18286 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 107201 members 
Mstep: Class 10 contains 20372 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113483 members 
Mstep: Class 13 contains 29216 members 
Mstep: Class 14 contains 110155 members 
Mstep: Class 17 contains 29364 members 
Mstep: Class 18 contains 50143 members 
Mstep: Class 19 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818080.000000 Penalty: 34500.488281
Iteration 111Q: 17 clusters Score -7.281808e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92225 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18272 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 107158 members 
Mstep: Class 10 contains 20235 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113459 members 
Mstep: Class 13 contains 29197 members 
Mstep: Class 14 contains 110166 members 
Mstep: Class 17 contains 29337 members 
Mstep: Class 18 contains 50366 members 
Mstep: Class 19 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818248.000000 Penalty: 34500.488281
Iteration 112Q: 17 clusters Score -7.281825e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92289 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18253 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 107094 members 
Mstep: Class 10 contains 20112 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113415 members 
Mstep: Class 13 contains 29166 members 
Mstep: Class 14 contains 110178 members 
Mstep: Class 17 contains 29310 members 
Mstep: Class 18 contains 50611 members 
Mstep: Class 19 contains 3535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818288.000000 Penalty: 34500.488281
Iteration 113Q: 17 clusters Score -7.281829e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92366 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18242 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 107029 members 
Mstep: Class 10 contains 19972 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113392 members 
Mstep: Class 13 contains 29138 members 
Mstep: Class 14 contains 110175 members 
Mstep: Class 17 contains 29289 members 
Mstep: Class 18 contains 50844 members 
Mstep: Class 19 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818392.000000 Penalty: 34500.488281
Iteration 114Q: 17 clusters Score -7.281839e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92465 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18230 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 106974 members 
Mstep: Class 10 contains 19830 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113359 members 
Mstep: Class 13 contains 29117 members 
Mstep: Class 14 contains 110173 members 
Mstep: Class 17 contains 29260 members 
Mstep: Class 18 contains 51050 members 
Mstep: Class 19 contains 3507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818456.000000 Penalty: 34500.488281
Iteration 115Q: 17 clusters Score -7.281846e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92590 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18216 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 106928 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113314 members 
Mstep: Class 13 contains 29098 members 
Mstep: Class 14 contains 110160 members 
Mstep: Class 17 contains 29230 members 
Mstep: Class 18 contains 51232 members 
Mstep: Class 19 contains 3499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818576.000000 Penalty: 34500.488281
Iteration 116Q: 17 clusters Score -7.281858e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92716 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18204 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 106878 members 
Mstep: Class 10 contains 19556 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113288 members 
Mstep: Class 13 contains 29071 members 
Mstep: Class 14 contains 110157 members 
Mstep: Class 17 contains 29210 members 
Mstep: Class 18 contains 51402 members 
Mstep: Class 19 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818816.000000 Penalty: 34500.488281
Iteration 117Q: 17 clusters Score -7.281882e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92827 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18194 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 106817 members 
Mstep: Class 10 contains 19423 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113266 members 
Mstep: Class 13 contains 29036 members 
Mstep: Class 14 contains 110161 members 
Mstep: Class 17 contains 29182 members 
Mstep: Class 18 contains 51586 members 
Mstep: Class 19 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818944.000000 Penalty: 34500.488281
Iteration 118Q: 17 clusters Score -7.281894e+07 nChanged 687
Entering ConstructFrom: 
Score: -72818944.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -76346.656250 Penalty: 1077.914185
	Iteration 0F: 2 clusters Score -76346.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75188.953125 Penalty: 2155.828369
	Iteration 0F: 3 clusters Score -75188.95 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75478.820312 Penalty: 2155.828369
	Iteration 1F: 3 clusters Score -75478.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75595.289062 Penalty: 2155.828369
	Iteration 2F: 3 clusters Score -75595.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75696.867188 Penalty: 2155.828369
	Iteration 3F: 3 clusters Score -75696.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75807.914062 Penalty: 2155.828369
	Iteration 4F: 3 clusters Score -75807.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -75919.109375 Penalty: 2155.828369
	Iteration 5F: 3 clusters Score -75919.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76020.984375 Penalty: 2155.828369
	Iteration 6Q: 3 clusters Score -76020.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76068.781250 Penalty: 2155.828369
	Iteration 7Q: 3 clusters Score -76068.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76095.515625 Penalty: 2155.828369
	Iteration 8Q: 3 clusters Score -76095.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -76137.203125 Penalty: 2155.828369
	Iteration 9Q: 3 clusters Score -76137.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76181.226562 Penalty: 2155.828369
	Iteration 10Q: 3 clusters Score -76181.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76216.210938 Penalty: 2155.828369
	Iteration 11Q: 3 clusters Score -76216.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76266.132812 Penalty: 2155.828369
	Iteration 12Q: 3 clusters Score -76266.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76300.820312 Penalty: 2155.828369
	Iteration 13Q: 3 clusters Score -76300.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76306.242188 Penalty: 2155.828369
	Iteration 14Q: 3 clusters Score -76306.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76308.726562 Penalty: 2155.828369
	Iteration 15Q: 3 clusters Score -76308.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76313.257812 Penalty: 2155.828369
	Iteration 16F: 3 clusters Score -76313.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76328.656250 Penalty: 2155.828369
	Iteration 17Q: 3 clusters Score -76328.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76332.414062 Penalty: 2155.828369
	Iteration 18Q: 3 clusters Score -76332.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76334.453125 Penalty: 2155.828369
	Iteration 19Q: 3 clusters Score -76334.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76334.453125 Penalty: 2155.828369
	Iteration 20F: 3 clusters Score -76334.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -62325.968750 Penalty: 1038.686523
	Iteration 0F: 2 clusters Score -62325.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61217.816406 Penalty: 2077.373047
	Iteration 0F: 3 clusters Score -61217.82 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61554.980469 Penalty: 2077.373047
	Iteration 1F: 3 clusters Score -61554.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61861.675781 Penalty: 2077.373047
	Iteration 2F: 3 clusters Score -61861.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -62076.320312 Penalty: 2077.373047
	Iteration 3F: 3 clusters Score -62076.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -62252.324219 Penalty: 2077.373047
	Iteration 4Q: 3 clusters Score -62252.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -62439.679688 Penalty: 2077.373047
	Iteration 5F: 3 clusters Score -62439.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62640.511719 Penalty: 2077.373047
	Iteration 6F: 3 clusters Score -62640.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62722.871094 Penalty: 2077.373047
	Iteration 7Q: 3 clusters Score -62722.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62788.625000 Penalty: 2077.373047
	Iteration 8Q: 3 clusters Score -62788.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62819.648438 Penalty: 2077.373047
	Iteration 9Q: 3 clusters Score -62819.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62834.109375 Penalty: 2077.373047
	Iteration 10Q: 3 clusters Score -62834.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62836.562500 Penalty: 2077.373047
	Iteration 11Q: 3 clusters Score -62836.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62841.367188 Penalty: 2077.373047
	Iteration 12Q: 3 clusters Score -62841.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62850.085938 Penalty: 2077.373047
	Iteration 13Q: 3 clusters Score -62850.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62857.390625 Penalty: 2077.373047
	Iteration 14Q: 3 clusters Score -62857.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62871.687500 Penalty: 2077.373047
	Iteration 15Q: 3 clusters Score -62871.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62874.773438 Penalty: 2077.373047
	Iteration 16Q: 3 clusters Score -62874.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62874.773438 Penalty: 2077.373047
	Iteration 17F: 3 clusters Score -62874.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 287 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92940 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18194 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 106739 members 
Mstep: Class 10 contains 19282 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113269 members 
Mstep: Class 13 contains 29006 members 
Mstep: Class 14 contains 110157 members 
Mstep: Class 17 contains 29153 members 
Mstep: Class 18 contains 51757 members 
Mstep: Class 19 contains 3469 members 
Entering Unmasked Estep 
Score: -72818232.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72818944.000000 to -72818232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -37572.578125 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -37572.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36697.871094 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -36697.87 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37156.332031 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -37156.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37372.414062 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -37372.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37590.851562 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -37590.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37771.667969 Penalty: 2024.265991
	Iteration 4F: 3 clusters Score -37771.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37975.613281 Penalty: 2024.265991
	Iteration 5F: 3 clusters Score -37975.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38140.925781 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -38140.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38184.093750 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -38184.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38205.378906 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -38205.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38216.347656 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -38216.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38229.214844 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -38229.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38231.402344 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -38231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38231.402344 Penalty: 2024.265991
	Iteration 12F: 3 clusters Score -38231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 292 members 
Mstep: Class 4 contains 92940 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18194 members 
Mstep: Class 7 contains 215 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 106739 members 
Mstep: Class 10 contains 19282 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113269 members 
Mstep: Class 13 contains 29006 members 
Mstep: Class 14 contains 110157 members 
Mstep: Class 17 contains 29153 members 
Mstep: Class 18 contains 51757 members 
Mstep: Class 19 contains 3469 members 
Entering Unmasked Estep 
Score: -72818360.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72818944.000000 to -72818360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (92940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Entering Unmasked Estep 
Score: -11864471.000000 Penalty: 1858.952881
	Iteration 0F: 2 clusters Score -1.186447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -11803055.000000 Penalty: 3717.905762
	Iteration 0F: 3 clusters Score -1.180306e+07 nChanged 44347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -11828324.000000 Penalty: 3717.905762
	Iteration 1F: 3 clusters Score -1.182832e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -11829076.000000 Penalty: 3717.905762
	Iteration 2Q: 3 clusters Score -1.182908e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -11829917.000000 Penalty: 3717.905762
	Iteration 3Q: 3 clusters Score -1.182992e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -11831071.000000 Penalty: 3717.905762
	Iteration 4Q: 3 clusters Score -1.183107e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -11832716.000000 Penalty: 3717.905762
	Iteration 5Q: 3 clusters Score -1.183272e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -11835035.000000 Penalty: 3717.905762
	Iteration 6Q: 3 clusters Score -1.183504e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -11838298.000000 Penalty: 3717.905762
	Iteration 7F: 3 clusters Score -1.18383e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -11842397.000000 Penalty: 3717.905762
	Iteration 8F: 3 clusters Score -1.18424e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -11846540.000000 Penalty: 3717.905762
	Iteration 9F: 3 clusters Score -1.184654e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -11849791.000000 Penalty: 3717.905762
	Iteration 10Q: 3 clusters Score -1.184979e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -11852154.000000 Penalty: 3717.905762
	Iteration 11Q: 3 clusters Score -1.185215e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -11854005.000000 Penalty: 3717.905762
	Iteration 12Q: 3 clusters Score -1.1854e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -11855504.000000 Penalty: 3717.905762
	Iteration 13Q: 3 clusters Score -1.18555e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 83845 members 
Entering Unmasked Estep 
Score: -11856973.000000 Penalty: 3717.905762
	Iteration 14Q: 3 clusters Score -1.185697e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -11858104.000000 Penalty: 3717.905762
	Iteration 15Q: 3 clusters Score -1.18581e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -11859191.000000 Penalty: 3717.905762
	Iteration 16Q: 3 clusters Score -1.185919e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -11860225.000000 Penalty: 3717.905762
	Iteration 17Q: 3 clusters Score -1.186022e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -11861041.000000 Penalty: 3717.905762
	Iteration 18Q: 3 clusters Score -1.186104e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -11861659.000000 Penalty: 3717.905762
	Iteration 19Q: 3 clusters Score -1.186166e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -11862060.000000 Penalty: 3717.905762
	Iteration 20F: 3 clusters Score -1.186206e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -11862344.000000 Penalty: 3717.905762
	Iteration 21Q: 3 clusters Score -1.186234e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -11862535.000000 Penalty: 3717.905762
	Iteration 22Q: 3 clusters Score -1.186254e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -11862643.000000 Penalty: 3717.905762
	Iteration 23Q: 3 clusters Score -1.186264e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
Score: -11862706.000000 Penalty: 3717.905762
	Iteration 24Q: 3 clusters Score -1.186271e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -11862736.000000 Penalty: 3717.905762
	Iteration 25Q: 3 clusters Score -1.186274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -11862764.000000 Penalty: 3717.905762
	Iteration 26Q: 3 clusters Score -1.186276e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -11862790.000000 Penalty: 3717.905762
	Iteration 27Q: 3 clusters Score -1.186279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -11862813.000000 Penalty: 3717.905762
	Iteration 28Q: 3 clusters Score -1.186281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 92478 members 
Entering Unmasked Estep 
Score: -11862816.000000 Penalty: 3717.905762
	Iteration 29Q: 3 clusters Score -1.186282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -11862841.000000 Penalty: 3717.905762
	Iteration 30Q: 3 clusters Score -1.186284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -11862848.000000 Penalty: 3717.905762
	Iteration 31Q: 3 clusters Score -1.186285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -11862852.000000 Penalty: 3717.905762
	Iteration 32Q: 3 clusters Score -1.186285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -11862851.000000 Penalty: 3717.905762
	Iteration 33Q: 3 clusters Score -1.186285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -11862851.000000 Penalty: 3717.905762
	Iteration 34Q: 3 clusters Score -1.186285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -11862857.000000 Penalty: 3717.905762
	Iteration 35Q: 3 clusters Score -1.186286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -11862861.000000 Penalty: 3717.905762
	Iteration 36Q: 3 clusters Score -1.186286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -11862860.000000 Penalty: 3717.905762
	Iteration 37Q: 3 clusters Score -1.186286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -11862855.000000 Penalty: 3717.905762
	Iteration 38Q: 3 clusters Score -1.186286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -11862867.000000 Penalty: 3717.905762
	Iteration 39Q: 3 clusters Score -1.186287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -11862871.000000 Penalty: 3717.905762
	Iteration 40F: 3 clusters Score -1.186287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -11862876.000000 Penalty: 3717.905762
	Iteration 41Q: 3 clusters Score -1.186288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -11862876.000000 Penalty: 3717.905762
	Iteration 42Q: 3 clusters Score -1.186288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -11862876.000000 Penalty: 3717.905762
	Iteration 43F: 3 clusters Score -1.186288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -12875.431641 Penalty: 937.352173
	Iteration 0F: 2 clusters Score -12875.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12239.989258 Penalty: 1874.704346
	Iteration 0F: 3 clusters Score -12239.99 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12685.790039 Penalty: 1874.704346
	Iteration 1F: 3 clusters Score -12685.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12753.442383 Penalty: 1874.704346
	Iteration 2Q: 3 clusters Score -12753.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12813.766602 Penalty: 1874.704346
	Iteration 3Q: 3 clusters Score -12813.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12847.819336 Penalty: 1874.704346
	Iteration 4Q: 3 clusters Score -12847.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12851.049805 Penalty: 1874.704346
	Iteration 5Q: 3 clusters Score -12851.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12851.049805 Penalty: 1874.704346
	Iteration 6F: 3 clusters Score -12851.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Entering Unmasked Estep 
Score: -2278757.500000 Penalty: 1593.937744
	Iteration 0F: 2 clusters Score -2278758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2266256.750000 Penalty: 3187.875488
	Iteration 0F: 3 clusters Score -2266257 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2270534.750000 Penalty: 3187.875488
	Iteration 1F: 3 clusters Score -2270535 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2270794.750000 Penalty: 3187.875488
	Iteration 2Q: 3 clusters Score -2270795 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2271026.000000 Penalty: 3187.875488
	Iteration 3Q: 3 clusters Score -2271026 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2271254.750000 Penalty: 3187.875488
	Iteration 4Q: 3 clusters Score -2271255 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2271481.000000 Penalty: 3187.875488
	Iteration 5Q: 3 clusters Score -2271481 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2271777.000000 Penalty: 3187.875488
	Iteration 6Q: 3 clusters Score -2271777 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2272211.750000 Penalty: 3187.875488
	Iteration 7Q: 3 clusters Score -2272212 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2272791.000000 Penalty: 3187.875488
	Iteration 8Q: 3 clusters Score -2272791 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2273514.750000 Penalty: 3187.875488
	Iteration 9F: 3 clusters Score -2273515 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2274282.750000 Penalty: 3187.875488
	Iteration 10F: 3 clusters Score -2274283 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2274990.750000 Penalty: 3187.875488
	Iteration 11Q: 3 clusters Score -2274991 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2275600.500000 Penalty: 3187.875488
	Iteration 12Q: 3 clusters Score -2275600 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2276115.250000 Penalty: 3187.875488
	Iteration 13Q: 3 clusters Score -2276115 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2276511.000000 Penalty: 3187.875488
	Iteration 14Q: 3 clusters Score -2276511 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2276794.250000 Penalty: 3187.875488
	Iteration 15Q: 3 clusters Score -2276794 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2276965.750000 Penalty: 3187.875488
	Iteration 16Q: 3 clusters Score -2276966 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2277087.750000 Penalty: 3187.875488
	Iteration 17Q: 3 clusters Score -2277088 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2277167.000000 Penalty: 3187.875488
	Iteration 18Q: 3 clusters Score -2277167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2277231.750000 Penalty: 3187.875488
	Iteration 19Q: 3 clusters Score -2277232 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2277284.500000 Penalty: 3187.875488
	Iteration 20F: 3 clusters Score -2277284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2277330.250000 Penalty: 3187.875488
	Iteration 21Q: 3 clusters Score -2277330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2277357.000000 Penalty: 3187.875488
	Iteration 22Q: 3 clusters Score -2277357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2277380.250000 Penalty: 3187.875488
	Iteration 23Q: 3 clusters Score -2277380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2277398.500000 Penalty: 3187.875488
	Iteration 24Q: 3 clusters Score -2277398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2277414.500000 Penalty: 3187.875488
	Iteration 25Q: 3 clusters Score -2277414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2277428.250000 Penalty: 3187.875488
	Iteration 26Q: 3 clusters Score -2277428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2277439.750000 Penalty: 3187.875488
	Iteration 27Q: 3 clusters Score -2277440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2277456.000000 Penalty: 3187.875488
	Iteration 28Q: 3 clusters Score -2277456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2277464.500000 Penalty: 3187.875488
	Iteration 29Q: 3 clusters Score -2277464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2277471.250000 Penalty: 3187.875488
	Iteration 30Q: 3 clusters Score -2277471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2277478.500000 Penalty: 3187.875488
	Iteration 31Q: 3 clusters Score -2277478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2277487.250000 Penalty: 3187.875488
	Iteration 32Q: 3 clusters Score -2277487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2277488.500000 Penalty: 3187.875488
	Iteration 33Q: 3 clusters Score -2277488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2277492.500000 Penalty: 3187.875488
	Iteration 34Q: 3 clusters Score -2277492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2277497.500000 Penalty: 3187.875488
	Iteration 35Q: 3 clusters Score -2277498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2277500.250000 Penalty: 3187.875488
	Iteration 36Q: 3 clusters Score -2277500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2277499.000000 Penalty: 3187.875488
	Iteration 37Q: 3 clusters Score -2277499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2277499.000000 Penalty: 3187.875488
	Iteration 38F: 3 clusters Score -2277499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Entering Unmasked Estep 
Score: -323760.687500 Penalty: 1281.182495
	Iteration 0F: 2 clusters Score -323760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -321270.406250 Penalty: 2562.364990
	Iteration 0F: 3 clusters Score -321270.4 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -321976.406250 Penalty: 2562.364990
	Iteration 1F: 3 clusters Score -321976.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -322250.968750 Penalty: 2562.364990
	Iteration 2F: 3 clusters Score -322251 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -322462.875000 Penalty: 2562.364990
	Iteration 3F: 3 clusters Score -322462.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -322578.281250 Penalty: 2562.364990
	Iteration 4F: 3 clusters Score -322578.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -322673.875000 Penalty: 2562.364990
	Iteration 5Q: 3 clusters Score -322673.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -322742.031250 Penalty: 2562.364990
	Iteration 6Q: 3 clusters Score -322742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -322792.062500 Penalty: 2562.364990
	Iteration 7Q: 3 clusters Score -322792.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -322837.750000 Penalty: 2562.364990
	Iteration 8Q: 3 clusters Score -322837.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -322879.156250 Penalty: 2562.364990
	Iteration 9Q: 3 clusters Score -322879.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -322921.593750 Penalty: 2562.364990
	Iteration 10Q: 3 clusters Score -322921.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -322957.562500 Penalty: 2562.364990
	Iteration 11Q: 3 clusters Score -322957.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -322994.843750 Penalty: 2562.364990
	Iteration 12Q: 3 clusters Score -322994.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -323026.562500 Penalty: 2562.364990
	Iteration 13Q: 3 clusters Score -323026.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -323043.312500 Penalty: 2562.364990
	Iteration 14Q: 3 clusters Score -323043.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -323055.218750 Penalty: 2562.364990
	Iteration 15Q: 3 clusters Score -323055.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -323068.750000 Penalty: 2562.364990
	Iteration 16Q: 3 clusters Score -323068.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -323081.125000 Penalty: 2562.364990
	Iteration 17Q: 3 clusters Score -323081.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -323089.593750 Penalty: 2562.364990
	Iteration 18Q: 3 clusters Score -323089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -323093.000000 Penalty: 2562.364990
	Iteration 19Q: 3 clusters Score -323093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -323096.812500 Penalty: 2562.364990
	Iteration 20F: 3 clusters Score -323096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -323098.906250 Penalty: 2562.364990
	Iteration 21Q: 3 clusters Score -323098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -323101.125000 Penalty: 2562.364990
	Iteration 22Q: 3 clusters Score -323101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -323100.531250 Penalty: 2562.364990
	Iteration 23Q: 3 clusters Score -323100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -323103.437500 Penalty: 2562.364990
	Iteration 24Q: 3 clusters Score -323103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -323104.312500 Penalty: 2562.364990
	Iteration 25Q: 3 clusters Score -323104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -323105.687500 Penalty: 2562.364990
	Iteration 26Q: 3 clusters Score -323105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -323107.093750 Penalty: 2562.364990
	Iteration 27Q: 3 clusters Score -323107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -323107.406250 Penalty: 2562.364990
	Iteration 28Q: 3 clusters Score -323107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -323107.406250 Penalty: 2562.364990
	Iteration 29F: 3 clusters Score -323107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (106739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106739 members 
Entering Unmasked Estep 
Score: -13612416.000000 Penalty: 1881.448120
	Iteration 0F: 2 clusters Score -1.361242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -13544126.000000 Penalty: 3762.896240
	Iteration 0F: 3 clusters Score -1.354413e+07 nChanged 51305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -13574834.000000 Penalty: 3762.896240
	Iteration 1F: 3 clusters Score -1.357483e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -13576617.000000 Penalty: 3762.896240
	Iteration 2Q: 3 clusters Score -1.357662e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -13579798.000000 Penalty: 3762.896240
	Iteration 3F: 3 clusters Score -1.35798e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75899 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -13585025.000000 Penalty: 3762.896240
	Iteration 4F: 3 clusters Score -1.358502e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -13592716.000000 Penalty: 3762.896240
	Iteration 5F: 3 clusters Score -1.359272e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -13600863.000000 Penalty: 3762.896240
	Iteration 6F: 3 clusters Score -1.360086e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -13606843.000000 Penalty: 3762.896240
	Iteration 7F: 3 clusters Score -1.360684e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -13609491.000000 Penalty: 3762.896240
	Iteration 8Q: 3 clusters Score -1.360949e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -13610598.000000 Penalty: 3762.896240
	Iteration 9Q: 3 clusters Score -1.36106e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -13610928.000000 Penalty: 3762.896240
	Iteration 10Q: 3 clusters Score -1.361093e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -13611137.000000 Penalty: 3762.896240
	Iteration 11Q: 3 clusters Score -1.361114e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13611256.000000 Penalty: 3762.896240
	Iteration 12Q: 3 clusters Score -1.361126e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13611318.000000 Penalty: 3762.896240
	Iteration 13Q: 3 clusters Score -1.361132e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105880 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13611335.000000 Penalty: 3762.896240
	Iteration 14Q: 3 clusters Score -1.361134e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13611366.000000 Penalty: 3762.896240
	Iteration 15Q: 3 clusters Score -1.361137e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13611398.000000 Penalty: 3762.896240
	Iteration 16Q: 3 clusters Score -1.36114e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13611393.000000 Penalty: 3762.896240
	Iteration 17Q: 3 clusters Score -1.361139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13611401.000000 Penalty: 3762.896240
	Iteration 18Q: 3 clusters Score -1.36114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106048 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13611415.000000 Penalty: 3762.896240
	Iteration 19Q: 3 clusters Score -1.361142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13611417.000000 Penalty: 3762.896240
	Iteration 20F: 3 clusters Score -1.361142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -13611416.000000 Penalty: 3762.896240
	Iteration 21Q: 3 clusters Score -1.361142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -13611424.000000 Penalty: 3762.896240
	Iteration 22Q: 3 clusters Score -1.361142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13611427.000000 Penalty: 3762.896240
	Iteration 23Q: 3 clusters Score -1.361143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13611413.000000 Penalty: 3762.896240
	Iteration 24Q: 3 clusters Score -1.361141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13611413.000000 Penalty: 3762.896240
	Iteration 25Q: 3 clusters Score -1.361141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13611415.000000 Penalty: 3762.896240
	Iteration 26Q: 3 clusters Score -1.361142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13611410.000000 Penalty: 3762.896240
	Iteration 27Q: 3 clusters Score -1.361141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -13611404.000000 Penalty: 3762.896240
	Iteration 28Q: 3 clusters Score -1.36114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106095 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13611406.000000 Penalty: 3762.896240
	Iteration 29Q: 3 clusters Score -1.361141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13611402.000000 Penalty: 3762.896240
	Iteration 30Q: 3 clusters Score -1.36114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13611393.000000 Penalty: 3762.896240
	Iteration 31Q: 3 clusters Score -1.361139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -13611394.000000 Penalty: 3762.896240
	Iteration 32Q: 3 clusters Score -1.361139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13611398.000000 Penalty: 3762.896240
	Iteration 33Q: 3 clusters Score -1.36114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106112 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13611403.000000 Penalty: 3762.896240
	Iteration 34Q: 3 clusters Score -1.36114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13611401.000000 Penalty: 3762.896240
	Iteration 35Q: 3 clusters Score -1.36114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13611401.000000 Penalty: 3762.896240
	Iteration 36F: 3 clusters Score -1.36114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Entering Unmasked Estep 
Score: -2469417.750000 Penalty: 1603.375610
	Iteration 0F: 2 clusters Score -2469418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2456233.000000 Penalty: 3206.751221
	Iteration 0F: 3 clusters Score -2456233 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2460860.750000 Penalty: 3206.751221
	Iteration 1F: 3 clusters Score -2460861 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2461156.250000 Penalty: 3206.751221
	Iteration 2Q: 3 clusters Score -2461156 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2461457.500000 Penalty: 3206.751221
	Iteration 3Q: 3 clusters Score -2461458 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2461799.000000 Penalty: 3206.751221
	Iteration 4Q: 3 clusters Score -2461799 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2462253.250000 Penalty: 3206.751221
	Iteration 5Q: 3 clusters Score -2462253 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2462909.750000 Penalty: 3206.751221
	Iteration 6F: 3 clusters Score -2462910 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2463825.250000 Penalty: 3206.751221
	Iteration 7F: 3 clusters Score -2463825 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2464961.500000 Penalty: 3206.751221
	Iteration 8F: 3 clusters Score -2464962 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2466081.500000 Penalty: 3206.751221
	Iteration 9F: 3 clusters Score -2466082 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2466855.750000 Penalty: 3206.751221
	Iteration 10Q: 3 clusters Score -2466856 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2467225.250000 Penalty: 3206.751221
	Iteration 11Q: 3 clusters Score -2467225 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2467366.250000 Penalty: 3206.751221
	Iteration 12Q: 3 clusters Score -2467366 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2467436.750000 Penalty: 3206.751221
	Iteration 13Q: 3 clusters Score -2467437 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2467497.000000 Penalty: 3206.751221
	Iteration 14Q: 3 clusters Score -2467497 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2467538.000000 Penalty: 3206.751221
	Iteration 15Q: 3 clusters Score -2467538 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2467582.750000 Penalty: 3206.751221
	Iteration 16Q: 3 clusters Score -2467583 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2467619.250000 Penalty: 3206.751221
	Iteration 17Q: 3 clusters Score -2467619 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2467653.000000 Penalty: 3206.751221
	Iteration 18Q: 3 clusters Score -2467653 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2467673.750000 Penalty: 3206.751221
	Iteration 19Q: 3 clusters Score -2467674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2467708.000000 Penalty: 3206.751221
	Iteration 20F: 3 clusters Score -2467708 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2467728.000000 Penalty: 3206.751221
	Iteration 21Q: 3 clusters Score -2467728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2467750.750000 Penalty: 3206.751221
	Iteration 22Q: 3 clusters Score -2467751 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2467773.500000 Penalty: 3206.751221
	Iteration 23Q: 3 clusters Score -2467774 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2467791.250000 Penalty: 3206.751221
	Iteration 24Q: 3 clusters Score -2467791 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2467824.750000 Penalty: 3206.751221
	Iteration 25Q: 3 clusters Score -2467825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2467845.250000 Penalty: 3206.751221
	Iteration 26Q: 3 clusters Score -2467845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2467850.250000 Penalty: 3206.751221
	Iteration 27Q: 3 clusters Score -2467850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2467864.500000 Penalty: 3206.751221
	Iteration 28Q: 3 clusters Score -2467864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2467884.500000 Penalty: 3206.751221
	Iteration 29Q: 3 clusters Score -2467884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2467896.750000 Penalty: 3206.751221
	Iteration 30Q: 3 clusters Score -2467897 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2467913.000000 Penalty: 3206.751221
	Iteration 31Q: 3 clusters Score -2467913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2467925.750000 Penalty: 3206.751221
	Iteration 32Q: 3 clusters Score -2467926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2467932.500000 Penalty: 3206.751221
	Iteration 33Q: 3 clusters Score -2467932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2467947.250000 Penalty: 3206.751221
	Iteration 34Q: 3 clusters Score -2467947 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2467963.500000 Penalty: 3206.751221
	Iteration 35Q: 3 clusters Score -2467964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2467974.500000 Penalty: 3206.751221
	Iteration 36Q: 3 clusters Score -2467974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2467981.250000 Penalty: 3206.751221
	Iteration 37Q: 3 clusters Score -2467981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2467992.250000 Penalty: 3206.751221
	Iteration 38Q: 3 clusters Score -2467992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2468002.500000 Penalty: 3206.751221
	Iteration 39Q: 3 clusters Score -2468002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2468016.250000 Penalty: 3206.751221
	Iteration 40F: 3 clusters Score -2468016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2468027.000000 Penalty: 3206.751221
	Iteration 41Q: 3 clusters Score -2468027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2468042.500000 Penalty: 3206.751221
	Iteration 42Q: 3 clusters Score -2468042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2468042.500000 Penalty: 3206.751221
	Iteration 43Q: 3 clusters Score -2468042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2468052.750000 Penalty: 3206.751221
	Iteration 44Q: 3 clusters Score -2468053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2468069.500000 Penalty: 3206.751221
	Iteration 45Q: 3 clusters Score -2468070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2468081.000000 Penalty: 3206.751221
	Iteration 46Q: 3 clusters Score -2468081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2468092.000000 Penalty: 3206.751221
	Iteration 47Q: 3 clusters Score -2468092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2468093.500000 Penalty: 3206.751221
	Iteration 48Q: 3 clusters Score -2468094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2468097.250000 Penalty: 3206.751221
	Iteration 49Q: 3 clusters Score -2468097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2468106.500000 Penalty: 3206.751221
	Iteration 50Q: 3 clusters Score -2468106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2468112.250000 Penalty: 3206.751221
	Iteration 51Q: 3 clusters Score -2468112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2468119.750000 Penalty: 3206.751221
	Iteration 52Q: 3 clusters Score -2468120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2468128.500000 Penalty: 3206.751221
	Iteration 53Q: 3 clusters Score -2468128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2468135.500000 Penalty: 3206.751221
	Iteration 54Q: 3 clusters Score -2468136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2468136.750000 Penalty: 3206.751221
	Iteration 55Q: 3 clusters Score -2468137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2468139.750000 Penalty: 3206.751221
	Iteration 56Q: 3 clusters Score -2468140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2468144.000000 Penalty: 3206.751221
	Iteration 57Q: 3 clusters Score -2468144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2468140.250000 Penalty: 3206.751221
	Iteration 58Q: 3 clusters Score -2468140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2468144.250000 Penalty: 3206.751221
	Iteration 59Q: 3 clusters Score -2468144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2468144.000000 Penalty: 3206.751221
	Iteration 60F: 3 clusters Score -2468144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2468148.500000 Penalty: 3206.751221
	Iteration 61Q: 3 clusters Score -2468148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2468154.250000 Penalty: 3206.751221
	Iteration 62Q: 3 clusters Score -2468154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2468153.250000 Penalty: 3206.751221
	Iteration 63Q: 3 clusters Score -2468153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2468152.750000 Penalty: 3206.751221
	Iteration 64Q: 3 clusters Score -2468153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2468154.000000 Penalty: 3206.751221
	Iteration 65Q: 3 clusters Score -2468154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2468156.000000 Penalty: 3206.751221
	Iteration 66Q: 3 clusters Score -2468156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2468155.500000 Penalty: 3206.751221
	Iteration 67Q: 3 clusters Score -2468156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2468155.250000 Penalty: 3206.751221
	Iteration 68Q: 3 clusters Score -2468155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2468156.000000 Penalty: 3206.751221
	Iteration 69Q: 3 clusters Score -2468156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2468156.250000 Penalty: 3206.751221
	Iteration 70Q: 3 clusters Score -2468156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2468160.000000 Penalty: 3206.751221
	Iteration 71Q: 3 clusters Score -2468160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2468161.750000 Penalty: 3206.751221
	Iteration 72Q: 3 clusters Score -2468162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2468160.500000 Penalty: 3206.751221
	Iteration 73Q: 3 clusters Score -2468160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2468166.000000 Penalty: 3206.751221
	Iteration 74Q: 3 clusters Score -2468166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2468166.500000 Penalty: 3206.751221
	Iteration 75Q: 3 clusters Score -2468166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2468169.500000 Penalty: 3206.751221
	Iteration 76Q: 3 clusters Score -2468170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2468172.250000 Penalty: 3206.751221
	Iteration 77Q: 3 clusters Score -2468172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2468172.750000 Penalty: 3206.751221
	Iteration 78Q: 3 clusters Score -2468173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2468173.750000 Penalty: 3206.751221
	Iteration 79Q: 3 clusters Score -2468174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2468171.750000 Penalty: 3206.751221
	Iteration 80F: 3 clusters Score -2468172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2468170.000000 Penalty: 3206.751221
	Iteration 81Q: 3 clusters Score -2468170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2468174.000000 Penalty: 3206.751221
	Iteration 82Q: 3 clusters Score -2468174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2468174.750000 Penalty: 3206.751221
	Iteration 83Q: 3 clusters Score -2468175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2468177.250000 Penalty: 3206.751221
	Iteration 84Q: 3 clusters Score -2468177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2468177.750000 Penalty: 3206.751221
	Iteration 85Q: 3 clusters Score -2468178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2468177.000000 Penalty: 3206.751221
	Iteration 86Q: 3 clusters Score -2468177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2468178.250000 Penalty: 3206.751221
	Iteration 87Q: 3 clusters Score -2468178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2468178.250000 Penalty: 3206.751221
	Iteration 88F: 3 clusters Score -2468178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51128.183594 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51128.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51229.222656 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51229.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51265.597656 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51271.976562 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51271.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51274.542969 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51274.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51276.484375 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -51276.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51276.484375 Penalty: 1878.741699
	Iteration 6F: 3 clusters Score -51276.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Entering Unmasked Estep 
Score: -14479247.000000 Penalty: 1891.097168
	Iteration 0F: 2 clusters Score -1.447925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -14409300.000000 Penalty: 3782.194336
	Iteration 0F: 3 clusters Score -1.44093e+07 nChanged 54385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -14440767.000000 Penalty: 3782.194336
	Iteration 1F: 3 clusters Score -1.444077e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -14441611.000000 Penalty: 3782.194336
	Iteration 2Q: 3 clusters Score -1.444161e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -14442448.000000 Penalty: 3782.194336
	Iteration 3Q: 3 clusters Score -1.444245e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -14443765.000000 Penalty: 3782.194336
	Iteration 4Q: 3 clusters Score -1.444376e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -14445721.000000 Penalty: 3782.194336
	Iteration 5Q: 3 clusters Score -1.444572e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -14448710.000000 Penalty: 3782.194336
	Iteration 6F: 3 clusters Score -1.444871e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -14452562.000000 Penalty: 3782.194336
	Iteration 7F: 3 clusters Score -1.445256e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -14457388.000000 Penalty: 3782.194336
	Iteration 8F: 3 clusters Score -1.445739e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -14462626.000000 Penalty: 3782.194336
	Iteration 9F: 3 clusters Score -1.446263e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -14467584.000000 Penalty: 3782.194336
	Iteration 10F: 3 clusters Score -1.446758e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -14471302.000000 Penalty: 3782.194336
	Iteration 11Q: 3 clusters Score -1.44713e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -14473723.000000 Penalty: 3782.194336
	Iteration 12Q: 3 clusters Score -1.447372e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -14475407.000000 Penalty: 3782.194336
	Iteration 13Q: 3 clusters Score -1.447541e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -14476573.000000 Penalty: 3782.194336
	Iteration 14Q: 3 clusters Score -1.447657e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -14477412.000000 Penalty: 3782.194336
	Iteration 15Q: 3 clusters Score -1.447741e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 108750 members 
Entering Unmasked Estep 
Score: -14478126.000000 Penalty: 3782.194336
	Iteration 16Q: 3 clusters Score -1.447813e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -14478338.000000 Penalty: 3782.194336
	Iteration 17Q: 3 clusters Score -1.447834e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 111909 members 
Entering Unmasked Estep 
Score: -14478181.000000 Penalty: 3782.194336
	Iteration 18Q: 3 clusters Score -1.447818e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -14478072.000000 Penalty: 3782.194336
	Iteration 19Q: 3 clusters Score -1.447807e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -14478016.000000 Penalty: 3782.194336
	Iteration 20F: 3 clusters Score -1.447802e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -14478023.000000 Penalty: 3782.194336
	Iteration 21Q: 3 clusters Score -1.447802e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 112807 members 
Entering Unmasked Estep 
Score: -14478059.000000 Penalty: 3782.194336
	Iteration 22Q: 3 clusters Score -1.447806e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -14478039.000000 Penalty: 3782.194336
	Iteration 23Q: 3 clusters Score -1.447804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -14478057.000000 Penalty: 3782.194336
	Iteration 24Q: 3 clusters Score -1.447806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 112856 members 
Entering Unmasked Estep 
Score: -14478071.000000 Penalty: 3782.194336
	Iteration 25Q: 3 clusters Score -1.447807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -14478080.000000 Penalty: 3782.194336
	Iteration 26Q: 3 clusters Score -1.447808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -14478080.000000 Penalty: 3782.194336
	Iteration 27Q: 3 clusters Score -1.447808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 112862 members 
Entering Unmasked Estep 
Score: -14478095.000000 Penalty: 3782.194336
	Iteration 28Q: 3 clusters Score -1.44781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -14478096.000000 Penalty: 3782.194336
	Iteration 29Q: 3 clusters Score -1.44781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 112868 members 
Entering Unmasked Estep 
Score: -14478111.000000 Penalty: 3782.194336
	Iteration 30Q: 3 clusters Score -1.447811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 112872 members 
Entering Unmasked Estep 
Score: -14478103.000000 Penalty: 3782.194336
	Iteration 31Q: 3 clusters Score -1.44781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 112875 members 
Entering Unmasked Estep 
Score: -14478103.000000 Penalty: 3782.194336
	Iteration 32Q: 3 clusters Score -1.44781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -14478094.000000 Penalty: 3782.194336
	Iteration 33Q: 3 clusters Score -1.447809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 112879 members 
Entering Unmasked Estep 
Score: -14478086.000000 Penalty: 3782.194336
	Iteration 34Q: 3 clusters Score -1.447809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 112887 members 
Entering Unmasked Estep 
Score: -14478080.000000 Penalty: 3782.194336
	Iteration 35Q: 3 clusters Score -1.447808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 112890 members 
Entering Unmasked Estep 
Score: -14478092.000000 Penalty: 3782.194336
	Iteration 36Q: 3 clusters Score -1.447809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -14478102.000000 Penalty: 3782.194336
	Iteration 37Q: 3 clusters Score -1.44781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -14478115.000000 Penalty: 3782.194336
	Iteration 38Q: 3 clusters Score -1.447812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -14478117.000000 Penalty: 3782.194336
	Iteration 39Q: 3 clusters Score -1.447812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 112894 members 
Entering Unmasked Estep 
Score: -14478127.000000 Penalty: 3782.194336
	Iteration 40F: 3 clusters Score -1.447813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -14478143.000000 Penalty: 3782.194336
	Iteration 41Q: 3 clusters Score -1.447814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 112894 members 
Entering Unmasked Estep 
Score: -14478140.000000 Penalty: 3782.194336
	Iteration 42Q: 3 clusters Score -1.447814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 112891 members 
Entering Unmasked Estep 
Score: -14478153.000000 Penalty: 3782.194336
	Iteration 43Q: 3 clusters Score -1.447815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -14478153.000000 Penalty: 3782.194336
	Iteration 44Q: 3 clusters Score -1.447815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -14478160.000000 Penalty: 3782.194336
	Iteration 45Q: 3 clusters Score -1.447816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -14478157.000000 Penalty: 3782.194336
	Iteration 46Q: 3 clusters Score -1.447816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 112890 members 
Entering Unmasked Estep 
Score: -14478161.000000 Penalty: 3782.194336
	Iteration 47Q: 3 clusters Score -1.447816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 112891 members 
Entering Unmasked Estep 
Score: -14478155.000000 Penalty: 3782.194336
	Iteration 48Q: 3 clusters Score -1.447816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 112891 members 
Entering Unmasked Estep 
Score: -14478155.000000 Penalty: 3782.194336
	Iteration 49F: 3 clusters Score -1.447816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Entering Unmasked Estep 
Score: -3738346.000000 Penalty: 1669.729492
	Iteration 0F: 2 clusters Score -3738346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3718756.000000 Penalty: 3339.458984
	Iteration 0F: 3 clusters Score -3718756 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3726247.750000 Penalty: 3339.458984
	Iteration 1F: 3 clusters Score -3726248 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3726665.750000 Penalty: 3339.458984
	Iteration 2Q: 3 clusters Score -3726666 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3727170.000000 Penalty: 3339.458984
	Iteration 3Q: 3 clusters Score -3727170 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3727731.000000 Penalty: 3339.458984
	Iteration 4Q: 3 clusters Score -3727731 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3728434.250000 Penalty: 3339.458984
	Iteration 5Q: 3 clusters Score -3728434 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3729231.000000 Penalty: 3339.458984
	Iteration 6Q: 3 clusters Score -3729231 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3730182.750000 Penalty: 3339.458984
	Iteration 7F: 3 clusters Score -3730183 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3731200.250000 Penalty: 3339.458984
	Iteration 8F: 3 clusters Score -3731200 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3732185.500000 Penalty: 3339.458984
	Iteration 9F: 3 clusters Score -3732186 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3732978.500000 Penalty: 3339.458984
	Iteration 10Q: 3 clusters Score -3732978 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3733465.500000 Penalty: 3339.458984
	Iteration 11Q: 3 clusters Score -3733466 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3733731.000000 Penalty: 3339.458984
	Iteration 12Q: 3 clusters Score -3733731 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3733873.000000 Penalty: 3339.458984
	Iteration 13Q: 3 clusters Score -3733873 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3733998.250000 Penalty: 3339.458984
	Iteration 14Q: 3 clusters Score -3733998 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3734059.750000 Penalty: 3339.458984
	Iteration 15Q: 3 clusters Score -3734060 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3734125.750000 Penalty: 3339.458984
	Iteration 16Q: 3 clusters Score -3734126 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3734197.750000 Penalty: 3339.458984
	Iteration 17Q: 3 clusters Score -3734198 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3734262.000000 Penalty: 3339.458984
	Iteration 18Q: 3 clusters Score -3734262 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3734328.250000 Penalty: 3339.458984
	Iteration 19Q: 3 clusters Score -3734328 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3734364.750000 Penalty: 3339.458984
	Iteration 20F: 3 clusters Score -3734365 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3734419.500000 Penalty: 3339.458984
	Iteration 21Q: 3 clusters Score -3734420 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3734445.250000 Penalty: 3339.458984
	Iteration 22Q: 3 clusters Score -3734445 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3734472.750000 Penalty: 3339.458984
	Iteration 23Q: 3 clusters Score -3734473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3734487.500000 Penalty: 3339.458984
	Iteration 24Q: 3 clusters Score -3734488 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3734508.250000 Penalty: 3339.458984
	Iteration 25Q: 3 clusters Score -3734508 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3734509.000000 Penalty: 3339.458984
	Iteration 26Q: 3 clusters Score -3734509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3734528.500000 Penalty: 3339.458984
	Iteration 27Q: 3 clusters Score -3734528 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3734554.750000 Penalty: 3339.458984
	Iteration 28Q: 3 clusters Score -3734555 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3734583.750000 Penalty: 3339.458984
	Iteration 29Q: 3 clusters Score -3734584 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3734587.750000 Penalty: 3339.458984
	Iteration 30Q: 3 clusters Score -3734588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3734619.000000 Penalty: 3339.458984
	Iteration 31Q: 3 clusters Score -3734619 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3734623.000000 Penalty: 3339.458984
	Iteration 32Q: 3 clusters Score -3734623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3734627.250000 Penalty: 3339.458984
	Iteration 33Q: 3 clusters Score -3734627 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3734636.750000 Penalty: 3339.458984
	Iteration 34Q: 3 clusters Score -3734637 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3734660.000000 Penalty: 3339.458984
	Iteration 35Q: 3 clusters Score -3734660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3734677.000000 Penalty: 3339.458984
	Iteration 36Q: 3 clusters Score -3734677 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3734681.500000 Penalty: 3339.458984
	Iteration 37Q: 3 clusters Score -3734682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3734702.500000 Penalty: 3339.458984
	Iteration 38Q: 3 clusters Score -3734702 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3734718.250000 Penalty: 3339.458984
	Iteration 39Q: 3 clusters Score -3734718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3734741.500000 Penalty: 3339.458984
	Iteration 40F: 3 clusters Score -3734742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3734756.750000 Penalty: 3339.458984
	Iteration 41Q: 3 clusters Score -3734757 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3734769.500000 Penalty: 3339.458984
	Iteration 42Q: 3 clusters Score -3734770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3734785.750000 Penalty: 3339.458984
	Iteration 43Q: 3 clusters Score -3734786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3734796.250000 Penalty: 3339.458984
	Iteration 44Q: 3 clusters Score -3734796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3734810.500000 Penalty: 3339.458984
	Iteration 45Q: 3 clusters Score -3734810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3734825.750000 Penalty: 3339.458984
	Iteration 46Q: 3 clusters Score -3734826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3734841.250000 Penalty: 3339.458984
	Iteration 47Q: 3 clusters Score -3734841 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3734851.000000 Penalty: 3339.458984
	Iteration 48Q: 3 clusters Score -3734851 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3734859.750000 Penalty: 3339.458984
	Iteration 49Q: 3 clusters Score -3734860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3734871.000000 Penalty: 3339.458984
	Iteration 50Q: 3 clusters Score -3734871 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3734899.250000 Penalty: 3339.458984
	Iteration 51Q: 3 clusters Score -3734899 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3734914.750000 Penalty: 3339.458984
	Iteration 52Q: 3 clusters Score -3734915 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3734932.250000 Penalty: 3339.458984
	Iteration 53Q: 3 clusters Score -3734932 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3734953.000000 Penalty: 3339.458984
	Iteration 54Q: 3 clusters Score -3734953 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3734964.750000 Penalty: 3339.458984
	Iteration 55Q: 3 clusters Score -3734965 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3734977.750000 Penalty: 3339.458984
	Iteration 56Q: 3 clusters Score -3734978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3734976.250000 Penalty: 3339.458984
	Iteration 57Q: 3 clusters Score -3734976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3734993.000000 Penalty: 3339.458984
	Iteration 58Q: 3 clusters Score -3734993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3734997.500000 Penalty: 3339.458984
	Iteration 59Q: 3 clusters Score -3734998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3735007.500000 Penalty: 3339.458984
	Iteration 60F: 3 clusters Score -3735008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3735011.000000 Penalty: 3339.458984
	Iteration 61Q: 3 clusters Score -3735011 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3735027.000000 Penalty: 3339.458984
	Iteration 62Q: 3 clusters Score -3735027 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -3735047.000000 Penalty: 3339.458984
	Iteration 63Q: 3 clusters Score -3735047 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3735059.000000 Penalty: 3339.458984
	Iteration 64Q: 3 clusters Score -3735059 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3735074.750000 Penalty: 3339.458984
	Iteration 65Q: 3 clusters Score -3735075 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3735086.500000 Penalty: 3339.458984
	Iteration 66Q: 3 clusters Score -3735086 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3735101.750000 Penalty: 3339.458984
	Iteration 67Q: 3 clusters Score -3735102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3735123.750000 Penalty: 3339.458984
	Iteration 68Q: 3 clusters Score -3735124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3735132.500000 Penalty: 3339.458984
	Iteration 69Q: 3 clusters Score -3735132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3735137.250000 Penalty: 3339.458984
	Iteration 70Q: 3 clusters Score -3735137 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3735151.750000 Penalty: 3339.458984
	Iteration 71Q: 3 clusters Score -3735152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3735168.000000 Penalty: 3339.458984
	Iteration 72Q: 3 clusters Score -3735168 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3735179.500000 Penalty: 3339.458984
	Iteration 73Q: 3 clusters Score -3735180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3735193.750000 Penalty: 3339.458984
	Iteration 74Q: 3 clusters Score -3735194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3735200.750000 Penalty: 3339.458984
	Iteration 75Q: 3 clusters Score -3735201 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3735222.750000 Penalty: 3339.458984
	Iteration 76Q: 3 clusters Score -3735223 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3735273.000000 Penalty: 3339.458984
	Iteration 77Q: 3 clusters Score -3735273 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3735294.750000 Penalty: 3339.458984
	Iteration 78Q: 3 clusters Score -3735295 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3735315.250000 Penalty: 3339.458984
	Iteration 79Q: 3 clusters Score -3735315 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3735352.500000 Penalty: 3339.458984
	Iteration 80F: 3 clusters Score -3735352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3735368.250000 Penalty: 3339.458984
	Iteration 81Q: 3 clusters Score -3735368 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3735413.250000 Penalty: 3339.458984
	Iteration 82Q: 3 clusters Score -3735413 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3735452.250000 Penalty: 3339.458984
	Iteration 83Q: 3 clusters Score -3735452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3735495.000000 Penalty: 3339.458984
	Iteration 84Q: 3 clusters Score -3735495 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3735536.000000 Penalty: 3339.458984
	Iteration 85Q: 3 clusters Score -3735536 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3735566.500000 Penalty: 3339.458984
	Iteration 86Q: 3 clusters Score -3735566 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3735598.000000 Penalty: 3339.458984
	Iteration 87Q: 3 clusters Score -3735598 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3735638.500000 Penalty: 3339.458984
	Iteration 88Q: 3 clusters Score -3735638 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3735681.250000 Penalty: 3339.458984
	Iteration 89Q: 3 clusters Score -3735681 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3735704.750000 Penalty: 3339.458984
	Iteration 90Q: 3 clusters Score -3735705 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3735729.750000 Penalty: 3339.458984
	Iteration 91Q: 3 clusters Score -3735730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3735778.750000 Penalty: 3339.458984
	Iteration 92Q: 3 clusters Score -3735779 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3735814.000000 Penalty: 3339.458984
	Iteration 93Q: 3 clusters Score -3735814 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3735844.750000 Penalty: 3339.458984
	Iteration 94Q: 3 clusters Score -3735845 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3735874.500000 Penalty: 3339.458984
	Iteration 95Q: 3 clusters Score -3735874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3735897.500000 Penalty: 3339.458984
	Iteration 96Q: 3 clusters Score -3735898 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3735932.250000 Penalty: 3339.458984
	Iteration 97Q: 3 clusters Score -3735932 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3735967.750000 Penalty: 3339.458984
	Iteration 98Q: 3 clusters Score -3735968 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3736007.250000 Penalty: 3339.458984
	Iteration 99Q: 3 clusters Score -3736007 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3736045.750000 Penalty: 3339.458984
	Iteration 100F: 3 clusters Score -3736046 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3736083.750000 Penalty: 3339.458984
	Iteration 101Q: 3 clusters Score -3736084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3736123.500000 Penalty: 3339.458984
	Iteration 102Q: 3 clusters Score -3736124 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3736151.000000 Penalty: 3339.458984
	Iteration 103Q: 3 clusters Score -3736151 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3736165.750000 Penalty: 3339.458984
	Iteration 104Q: 3 clusters Score -3736166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3736191.750000 Penalty: 3339.458984
	Iteration 105Q: 3 clusters Score -3736192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3736209.250000 Penalty: 3339.458984
	Iteration 106Q: 3 clusters Score -3736209 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3736246.750000 Penalty: 3339.458984
	Iteration 107Q: 3 clusters Score -3736247 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3736267.000000 Penalty: 3339.458984
	Iteration 108Q: 3 clusters Score -3736267 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3736291.500000 Penalty: 3339.458984
	Iteration 109Q: 3 clusters Score -3736292 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3736331.000000 Penalty: 3339.458984
	Iteration 110Q: 3 clusters Score -3736331 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3736375.000000 Penalty: 3339.458984
	Iteration 111Q: 3 clusters Score -3736375 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3736419.000000 Penalty: 3339.458984
	Iteration 112Q: 3 clusters Score -3736419 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3736431.250000 Penalty: 3339.458984
	Iteration 113Q: 3 clusters Score -3736431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3736464.500000 Penalty: 3339.458984
	Iteration 114Q: 3 clusters Score -3736464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3736492.500000 Penalty: 3339.458984
	Iteration 115Q: 3 clusters Score -3736492 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3736531.250000 Penalty: 3339.458984
	Iteration 116Q: 3 clusters Score -3736531 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3736560.250000 Penalty: 3339.458984
	Iteration 117Q: 3 clusters Score -3736560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3736582.250000 Penalty: 3339.458984
	Iteration 118Q: 3 clusters Score -3736582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3736605.000000 Penalty: 3339.458984
	Iteration 119Q: 3 clusters Score -3736605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3736629.000000 Penalty: 3339.458984
	Iteration 120F: 3 clusters Score -3736629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3736658.750000 Penalty: 3339.458984
	Iteration 121Q: 3 clusters Score -3736659 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3736676.000000 Penalty: 3339.458984
	Iteration 122Q: 3 clusters Score -3736676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3736696.000000 Penalty: 3339.458984
	Iteration 123Q: 3 clusters Score -3736696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3736716.500000 Penalty: 3339.458984
	Iteration 124Q: 3 clusters Score -3736716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3736716.000000 Penalty: 3339.458984
	Iteration 125Q: 3 clusters Score -3736716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3736717.750000 Penalty: 3339.458984
	Iteration 126Q: 3 clusters Score -3736718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3736720.250000 Penalty: 3339.458984
	Iteration 127Q: 3 clusters Score -3736720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3736725.500000 Penalty: 3339.458984
	Iteration 128Q: 3 clusters Score -3736726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3736737.750000 Penalty: 3339.458984
	Iteration 129Q: 3 clusters Score -3736738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3736752.750000 Penalty: 3339.458984
	Iteration 130Q: 3 clusters Score -3736753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3736760.500000 Penalty: 3339.458984
	Iteration 131Q: 3 clusters Score -3736760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3736775.250000 Penalty: 3339.458984
	Iteration 132Q: 3 clusters Score -3736775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3736784.750000 Penalty: 3339.458984
	Iteration 133Q: 3 clusters Score -3736785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3736799.500000 Penalty: 3339.458984
	Iteration 134Q: 3 clusters Score -3736800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3736806.250000 Penalty: 3339.458984
	Iteration 135Q: 3 clusters Score -3736806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3736811.250000 Penalty: 3339.458984
	Iteration 136Q: 3 clusters Score -3736811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3736818.750000 Penalty: 3339.458984
	Iteration 137Q: 3 clusters Score -3736819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3736830.500000 Penalty: 3339.458984
	Iteration 138Q: 3 clusters Score -3736830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3736837.750000 Penalty: 3339.458984
	Iteration 139Q: 3 clusters Score -3736838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3736844.750000 Penalty: 3339.458984
	Iteration 140F: 3 clusters Score -3736845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3736851.250000 Penalty: 3339.458984
	Iteration 141Q: 3 clusters Score -3736851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3736858.500000 Penalty: 3339.458984
	Iteration 142Q: 3 clusters Score -3736858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3736862.750000 Penalty: 3339.458984
	Iteration 143Q: 3 clusters Score -3736863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3736863.250000 Penalty: 3339.458984
	Iteration 144Q: 3 clusters Score -3736863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3736867.500000 Penalty: 3339.458984
	Iteration 145Q: 3 clusters Score -3736868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3736870.500000 Penalty: 3339.458984
	Iteration 146Q: 3 clusters Score -3736870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3736878.500000 Penalty: 3339.458984
	Iteration 147Q: 3 clusters Score -3736878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3736875.250000 Penalty: 3339.458984
	Iteration 148Q: 3 clusters Score -3736875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3736884.000000 Penalty: 3339.458984
	Iteration 149Q: 3 clusters Score -3736884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3736890.500000 Penalty: 3339.458984
	Iteration 150Q: 3 clusters Score -3736890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3736892.750000 Penalty: 3339.458984
	Iteration 151Q: 3 clusters Score -3736893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3736894.500000 Penalty: 3339.458984
	Iteration 152Q: 3 clusters Score -3736894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3736892.000000 Penalty: 3339.458984
	Iteration 153Q: 3 clusters Score -3736892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3736891.750000 Penalty: 3339.458984
	Iteration 154Q: 3 clusters Score -3736892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3736892.500000 Penalty: 3339.458984
	Iteration 155Q: 3 clusters Score -3736892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3736899.750000 Penalty: 3339.458984
	Iteration 156Q: 3 clusters Score -3736900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3736899.500000 Penalty: 3339.458984
	Iteration 157Q: 3 clusters Score -3736900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3736900.750000 Penalty: 3339.458984
	Iteration 158Q: 3 clusters Score -3736901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3736906.750000 Penalty: 3339.458984
	Iteration 159Q: 3 clusters Score -3736907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3736907.000000 Penalty: 3339.458984
	Iteration 160F: 3 clusters Score -3736907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3736907.500000 Penalty: 3339.458984
	Iteration 161Q: 3 clusters Score -3736908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3736908.500000 Penalty: 3339.458984
	Iteration 162Q: 3 clusters Score -3736908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3736908.500000 Penalty: 3339.458984
	Iteration 163F: 3 clusters Score -3736908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (110157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110157 members 
Entering Unmasked Estep 
Score: -14254925.000000 Penalty: 1886.570068
	Iteration 0F: 2 clusters Score -1.425492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -14190440.000000 Penalty: 3773.140137
	Iteration 0F: 3 clusters Score -1.419044e+07 nChanged 52721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -14222009.000000 Penalty: 3773.140137
	Iteration 1F: 3 clusters Score -1.422201e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -14224230.000000 Penalty: 3773.140137
	Iteration 2F: 3 clusters Score -1.422423e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -14227782.000000 Penalty: 3773.140137
	Iteration 3F: 3 clusters Score -1.422778e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -14232451.000000 Penalty: 3773.140137
	Iteration 4F: 3 clusters Score -1.423245e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -14237284.000000 Penalty: 3773.140137
	Iteration 5F: 3 clusters Score -1.423728e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -14240905.000000 Penalty: 3773.140137
	Iteration 6F: 3 clusters Score -1.42409e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -14243927.000000 Penalty: 3773.140137
	Iteration 7F: 3 clusters Score -1.424393e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -14246419.000000 Penalty: 3773.140137
	Iteration 8Q: 3 clusters Score -1.424642e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -14248290.000000 Penalty: 3773.140137
	Iteration 9Q: 3 clusters Score -1.424829e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -14249850.000000 Penalty: 3773.140137
	Iteration 10Q: 3 clusters Score -1.424985e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 102031 members 
Entering Unmasked Estep 
Score: -14251626.000000 Penalty: 3773.140137
	Iteration 11Q: 3 clusters Score -1.425163e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -14252621.000000 Penalty: 3773.140137
	Iteration 12Q: 3 clusters Score -1.425262e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -14253042.000000 Penalty: 3773.140137
	Iteration 13Q: 3 clusters Score -1.425304e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 106747 members 
Entering Unmasked Estep 
Score: -14253344.000000 Penalty: 3773.140137
	Iteration 14Q: 3 clusters Score -1.425334e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 107512 members 
Entering Unmasked Estep 
Score: -14253555.000000 Penalty: 3773.140137
	Iteration 15Q: 3 clusters Score -1.425356e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
Score: -14253528.000000 Penalty: 3773.140137
	Iteration 16Q: 3 clusters Score -1.425353e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 108399 members 
Entering Unmasked Estep 
Score: -14253628.000000 Penalty: 3773.140137
	Iteration 17Q: 3 clusters Score -1.425363e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -14253671.000000 Penalty: 3773.140137
	Iteration 18Q: 3 clusters Score -1.425367e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 108863 members 
Entering Unmasked Estep 
Score: -14253663.000000 Penalty: 3773.140137
	Iteration 19Q: 3 clusters Score -1.425366e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 109006 members 
Entering Unmasked Estep 
Score: -14253666.000000 Penalty: 3773.140137
	Iteration 20F: 3 clusters Score -1.425367e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 109102 members 
Entering Unmasked Estep 
Score: -14253671.000000 Penalty: 3773.140137
	Iteration 21Q: 3 clusters Score -1.425367e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -14253693.000000 Penalty: 3773.140137
	Iteration 22Q: 3 clusters Score -1.425369e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 109236 members 
Entering Unmasked Estep 
Score: -14253704.000000 Penalty: 3773.140137
	Iteration 23Q: 3 clusters Score -1.42537e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 109279 members 
Entering Unmasked Estep 
Score: -14253693.000000 Penalty: 3773.140137
	Iteration 24Q: 3 clusters Score -1.425369e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -14253704.000000 Penalty: 3773.140137
	Iteration 25Q: 3 clusters Score -1.42537e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 109350 members 
Entering Unmasked Estep 
Score: -14253690.000000 Penalty: 3773.140137
	Iteration 26Q: 3 clusters Score -1.425369e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 109384 members 
Entering Unmasked Estep 
Score: -14253702.000000 Penalty: 3773.140137
	Iteration 27Q: 3 clusters Score -1.42537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -14253693.000000 Penalty: 3773.140137
	Iteration 28Q: 3 clusters Score -1.425369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 109422 members 
Entering Unmasked Estep 
Score: -14253703.000000 Penalty: 3773.140137
	Iteration 29Q: 3 clusters Score -1.42537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -14253692.000000 Penalty: 3773.140137
	Iteration 30Q: 3 clusters Score -1.425369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -14253702.000000 Penalty: 3773.140137
	Iteration 31Q: 3 clusters Score -1.42537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 109476 members 
Entering Unmasked Estep 
Score: -14253698.000000 Penalty: 3773.140137
	Iteration 32Q: 3 clusters Score -1.42537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 109485 members 
Entering Unmasked Estep 
Score: -14253698.000000 Penalty: 3773.140137
	Iteration 33Q: 3 clusters Score -1.42537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 109497 members 
Entering Unmasked Estep 
Score: -14253696.000000 Penalty: 3773.140137
	Iteration 34Q: 3 clusters Score -1.42537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 109501 members 
Entering Unmasked Estep 
Score: -14253690.000000 Penalty: 3773.140137
	Iteration 35Q: 3 clusters Score -1.425369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 109505 members 
Entering Unmasked Estep 
Score: -14253696.000000 Penalty: 3773.140137
	Iteration 36Q: 3 clusters Score -1.42537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 109511 members 
Entering Unmasked Estep 
Score: -14253682.000000 Penalty: 3773.140137
	Iteration 37Q: 3 clusters Score -1.425368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 109512 members 
Entering Unmasked Estep 
Score: -14253693.000000 Penalty: 3773.140137
	Iteration 38Q: 3 clusters Score -1.425369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 109513 members 
Entering Unmasked Estep 
Score: -14253688.000000 Penalty: 3773.140137
	Iteration 39Q: 3 clusters Score -1.425369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 109515 members 
Entering Unmasked Estep 
Score: -14253694.000000 Penalty: 3773.140137
	Iteration 40F: 3 clusters Score -1.425369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -14253697.000000 Penalty: 3773.140137
	Iteration 41Q: 3 clusters Score -1.42537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -14253697.000000 Penalty: 3773.140137
	Iteration 42F: 3 clusters Score -1.42537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Entering Unmasked Estep 
Score: -3750555.000000 Penalty: 1670.550903
	Iteration 0F: 2 clusters Score -3750555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3730780.000000 Penalty: 3341.101807
	Iteration 0F: 3 clusters Score -3730780 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3738450.000000 Penalty: 3341.101807
	Iteration 1F: 3 clusters Score -3738450 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3738940.500000 Penalty: 3341.101807
	Iteration 2Q: 3 clusters Score -3738940 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3739643.250000 Penalty: 3341.101807
	Iteration 3F: 3 clusters Score -3739643 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3740677.750000 Penalty: 3341.101807
	Iteration 4F: 3 clusters Score -3740678 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3742193.250000 Penalty: 3341.101807
	Iteration 5F: 3 clusters Score -3742193 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3744145.250000 Penalty: 3341.101807
	Iteration 6F: 3 clusters Score -3744145 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3746139.500000 Penalty: 3341.101807
	Iteration 7F: 3 clusters Score -3746140 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3747553.750000 Penalty: 3341.101807
	Iteration 8F: 3 clusters Score -3747554 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3748395.500000 Penalty: 3341.101807
	Iteration 9Q: 3 clusters Score -3748396 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3748792.500000 Penalty: 3341.101807
	Iteration 10Q: 3 clusters Score -3748792 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3748961.000000 Penalty: 3341.101807
	Iteration 11Q: 3 clusters Score -3748961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3749013.000000 Penalty: 3341.101807
	Iteration 12Q: 3 clusters Score -3749013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3749031.750000 Penalty: 3341.101807
	Iteration 13Q: 3 clusters Score -3749032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3749043.500000 Penalty: 3341.101807
	Iteration 14Q: 3 clusters Score -3749044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3749049.500000 Penalty: 3341.101807
	Iteration 15Q: 3 clusters Score -3749050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3749055.250000 Penalty: 3341.101807
	Iteration 16Q: 3 clusters Score -3749055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3749053.500000 Penalty: 3341.101807
	Iteration 17Q: 3 clusters Score -3749054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3749059.000000 Penalty: 3341.101807
	Iteration 18Q: 3 clusters Score -3749059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3749059.000000 Penalty: 3341.101807
	Iteration 19Q: 3 clusters Score -3749059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3749065.000000 Penalty: 3341.101807
	Iteration 20F: 3 clusters Score -3749065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3749063.250000 Penalty: 3341.101807
	Iteration 21Q: 3 clusters Score -3749063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3749066.000000 Penalty: 3341.101807
	Iteration 22Q: 3 clusters Score -3749066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3749067.500000 Penalty: 3341.101807
	Iteration 23Q: 3 clusters Score -3749068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3749066.500000 Penalty: 3341.101807
	Iteration 24Q: 3 clusters Score -3749066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3749069.000000 Penalty: 3341.101807
	Iteration 25Q: 3 clusters Score -3749069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3749069.750000 Penalty: 3341.101807
	Iteration 26Q: 3 clusters Score -3749070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3749073.750000 Penalty: 3341.101807
	Iteration 27Q: 3 clusters Score -3749074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3749074.750000 Penalty: 3341.101807
	Iteration 28Q: 3 clusters Score -3749075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3749075.000000 Penalty: 3341.101807
	Iteration 29Q: 3 clusters Score -3749075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3749075.000000 Penalty: 3341.101807
	Iteration 30F: 3 clusters Score -3749075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Entering Unmasked Estep 
Score: -6560900.500000 Penalty: 1763.826172
	Iteration 0F: 2 clusters Score -6560900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -6526312.500000 Penalty: 3527.652344
	Iteration 0F: 3 clusters Score -6526312 nChanged 24347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -6540399.000000 Penalty: 3527.652344
	Iteration 1F: 3 clusters Score -6540399 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -6541372.500000 Penalty: 3527.652344
	Iteration 2Q: 3 clusters Score -6541372 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -6542878.000000 Penalty: 3527.652344
	Iteration 3F: 3 clusters Score -6542878 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -6545320.000000 Penalty: 3527.652344
	Iteration 4F: 3 clusters Score -6545320 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -6548775.500000 Penalty: 3527.652344
	Iteration 5F: 3 clusters Score -6548776 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -6552472.500000 Penalty: 3527.652344
	Iteration 6F: 3 clusters Score -6552472 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -6555291.500000 Penalty: 3527.652344
	Iteration 7F: 3 clusters Score -6555292 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -6557116.000000 Penalty: 3527.652344
	Iteration 8Q: 3 clusters Score -6557116 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6558152.500000 Penalty: 3527.652344
	Iteration 9Q: 3 clusters Score -6558152 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6558732.500000 Penalty: 3527.652344
	Iteration 10Q: 3 clusters Score -6558732 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6558993.000000 Penalty: 3527.652344
	Iteration 11Q: 3 clusters Score -6558993 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6559186.000000 Penalty: 3527.652344
	Iteration 12Q: 3 clusters Score -6559186 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6559364.000000 Penalty: 3527.652344
	Iteration 13Q: 3 clusters Score -6559364 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6559450.500000 Penalty: 3527.652344
	Iteration 14Q: 3 clusters Score -6559450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6559510.000000 Penalty: 3527.652344
	Iteration 15Q: 3 clusters Score -6559510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6559553.500000 Penalty: 3527.652344
	Iteration 16Q: 3 clusters Score -6559554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6559556.000000 Penalty: 3527.652344
	Iteration 17Q: 3 clusters Score -6559556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6559569.500000 Penalty: 3527.652344
	Iteration 18Q: 3 clusters Score -6559570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6559596.000000 Penalty: 3527.652344
	Iteration 19Q: 3 clusters Score -6559596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6559617.000000 Penalty: 3527.652344
	Iteration 20F: 3 clusters Score -6559617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6559636.500000 Penalty: 3527.652344
	Iteration 21Q: 3 clusters Score -6559636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6559643.000000 Penalty: 3527.652344
	Iteration 22Q: 3 clusters Score -6559643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6559661.500000 Penalty: 3527.652344
	Iteration 23Q: 3 clusters Score -6559662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6559671.000000 Penalty: 3527.652344
	Iteration 24Q: 3 clusters Score -6559671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6559683.000000 Penalty: 3527.652344
	Iteration 25Q: 3 clusters Score -6559683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6559698.500000 Penalty: 3527.652344
	Iteration 26Q: 3 clusters Score -6559698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6559704.500000 Penalty: 3527.652344
	Iteration 27Q: 3 clusters Score -6559704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6559715.000000 Penalty: 3527.652344
	Iteration 28Q: 3 clusters Score -6559715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6559729.000000 Penalty: 3527.652344
	Iteration 29Q: 3 clusters Score -6559729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6559733.000000 Penalty: 3527.652344
	Iteration 30Q: 3 clusters Score -6559733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6559735.500000 Penalty: 3527.652344
	Iteration 31Q: 3 clusters Score -6559736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6559737.000000 Penalty: 3527.652344
	Iteration 32Q: 3 clusters Score -6559737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6559745.000000 Penalty: 3527.652344
	Iteration 33Q: 3 clusters Score -6559745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6559747.500000 Penalty: 3527.652344
	Iteration 34Q: 3 clusters Score -6559748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6559748.500000 Penalty: 3527.652344
	Iteration 35Q: 3 clusters Score -6559748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6559757.500000 Penalty: 3527.652344
	Iteration 36Q: 3 clusters Score -6559758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6559762.500000 Penalty: 3527.652344
	Iteration 37Q: 3 clusters Score -6559762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6559757.500000 Penalty: 3527.652344
	Iteration 38Q: 3 clusters Score -6559758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6559766.000000 Penalty: 3527.652344
	Iteration 39Q: 3 clusters Score -6559766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6559762.000000 Penalty: 3527.652344
	Iteration 40F: 3 clusters Score -6559762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6559770.500000 Penalty: 3527.652344
	Iteration 41Q: 3 clusters Score -6559770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6559766.000000 Penalty: 3527.652344
	Iteration 42Q: 3 clusters Score -6559766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6559774.500000 Penalty: 3527.652344
	Iteration 43Q: 3 clusters Score -6559774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6559774.500000 Penalty: 3527.652344
	Iteration 44F: 3 clusters Score -6559774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Entering Unmasked Estep 
Score: -451674.500000 Penalty: 1324.638550
	Iteration 0F: 2 clusters Score -451674.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -448592.468750 Penalty: 2649.277100
	Iteration 0F: 3 clusters Score -448592.5 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -449351.375000 Penalty: 2649.277100
	Iteration 1F: 3 clusters Score -449351.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -449510.250000 Penalty: 2649.277100
	Iteration 2F: 3 clusters Score -449510.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -449588.062500 Penalty: 2649.277100
	Iteration 3F: 3 clusters Score -449588.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -449635.281250 Penalty: 2649.277100
	Iteration 4Q: 3 clusters Score -449635.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -449665.218750 Penalty: 2649.277100
	Iteration 5Q: 3 clusters Score -449665.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -449689.375000 Penalty: 2649.277100
	Iteration 6Q: 3 clusters Score -449689.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -449707.968750 Penalty: 2649.277100
	Iteration 7Q: 3 clusters Score -449708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -449725.906250 Penalty: 2649.277100
	Iteration 8Q: 3 clusters Score -449725.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -449745.187500 Penalty: 2649.277100
	Iteration 9Q: 3 clusters Score -449745.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -449763.187500 Penalty: 2649.277100
	Iteration 10Q: 3 clusters Score -449763.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -449777.343750 Penalty: 2649.277100
	Iteration 11Q: 3 clusters Score -449777.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -449791.968750 Penalty: 2649.277100
	Iteration 12Q: 3 clusters Score -449792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -449805.375000 Penalty: 2649.277100
	Iteration 13Q: 3 clusters Score -449805.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -449817.343750 Penalty: 2649.277100
	Iteration 14Q: 3 clusters Score -449817.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -449821.750000 Penalty: 2649.277100
	Iteration 15Q: 3 clusters Score -449821.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -449827.718750 Penalty: 2649.277100
	Iteration 16Q: 3 clusters Score -449827.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -449840.218750 Penalty: 2649.277100
	Iteration 17Q: 3 clusters Score -449840.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -449851.062500 Penalty: 2649.277100
	Iteration 18Q: 3 clusters Score -449851.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -449861.062500 Penalty: 2649.277100
	Iteration 19Q: 3 clusters Score -449861.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -449871.156250 Penalty: 2649.277100
	Iteration 20F: 3 clusters Score -449871.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -449888.781250 Penalty: 2649.277100
	Iteration 21Q: 3 clusters Score -449888.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -449905.968750 Penalty: 2649.277100
	Iteration 22Q: 3 clusters Score -449906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -449920.125000 Penalty: 2649.277100
	Iteration 23Q: 3 clusters Score -449920.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -449934.656250 Penalty: 2649.277100
	Iteration 24Q: 3 clusters Score -449934.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -449955.437500 Penalty: 2649.277100
	Iteration 25Q: 3 clusters Score -449955.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -449973.187500 Penalty: 2649.277100
	Iteration 26Q: 3 clusters Score -449973.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -449999.062500 Penalty: 2649.277100
	Iteration 27Q: 3 clusters Score -449999.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -450033.187500 Penalty: 2649.277100
	Iteration 28Q: 3 clusters Score -450033.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -450069.531250 Penalty: 2649.277100
	Iteration 29Q: 3 clusters Score -450069.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -450089.468750 Penalty: 2649.277100
	Iteration 30Q: 3 clusters Score -450089.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -450110.468750 Penalty: 2649.277100
	Iteration 31Q: 3 clusters Score -450110.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -450132.656250 Penalty: 2649.277100
	Iteration 32Q: 3 clusters Score -450132.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -450159.218750 Penalty: 2649.277100
	Iteration 33Q: 3 clusters Score -450159.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -450187.375000 Penalty: 2649.277100
	Iteration 34Q: 3 clusters Score -450187.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -450223.687500 Penalty: 2649.277100
	Iteration 35Q: 3 clusters Score -450223.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -450256.125000 Penalty: 2649.277100
	Iteration 36Q: 3 clusters Score -450256.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -450288.343750 Penalty: 2649.277100
	Iteration 37Q: 3 clusters Score -450288.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -450318.343750 Penalty: 2649.277100
	Iteration 38Q: 3 clusters Score -450318.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -450349.781250 Penalty: 2649.277100
	Iteration 39Q: 3 clusters Score -450349.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -450380.656250 Penalty: 2649.277100
	Iteration 40F: 3 clusters Score -450380.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -450405.781250 Penalty: 2649.277100
	Iteration 41Q: 3 clusters Score -450405.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -450415.687500 Penalty: 2649.277100
	Iteration 42Q: 3 clusters Score -450415.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -450420.843750 Penalty: 2649.277100
	Iteration 43Q: 3 clusters Score -450420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -450425.718750 Penalty: 2649.277100
	Iteration 44Q: 3 clusters Score -450425.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -450431.625000 Penalty: 2649.277100
	Iteration 45Q: 3 clusters Score -450431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -450439.468750 Penalty: 2649.277100
	Iteration 46Q: 3 clusters Score -450439.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -450446.187500 Penalty: 2649.277100
	Iteration 47Q: 3 clusters Score -450446.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -450451.437500 Penalty: 2649.277100
	Iteration 48Q: 3 clusters Score -450451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -450456.000000 Penalty: 2649.277100
	Iteration 49Q: 3 clusters Score -450456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -450463.562500 Penalty: 2649.277100
	Iteration 50Q: 3 clusters Score -450463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -450469.062500 Penalty: 2649.277100
	Iteration 51Q: 3 clusters Score -450469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -450472.812500 Penalty: 2649.277100
	Iteration 52Q: 3 clusters Score -450472.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -450475.687500 Penalty: 2649.277100
	Iteration 53Q: 3 clusters Score -450475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -450479.687500 Penalty: 2649.277100
	Iteration 54Q: 3 clusters Score -450479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -450481.562500 Penalty: 2649.277100
	Iteration 55Q: 3 clusters Score -450481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -450482.187500 Penalty: 2649.277100
	Iteration 56Q: 3 clusters Score -450482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -450482.187500 Penalty: 2649.277100
	Iteration 57F: 3 clusters Score -450482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 92940 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18194 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 106739 members 
Mstep: Class 10 contains 19282 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113269 members 
Mstep: Class 13 contains 29006 members 
Mstep: Class 14 contains 110157 members 
Mstep: Class 17 contains 29153 members 
Mstep: Class 18 contains 51757 members 
Mstep: Class 19 contains 3469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818840.000000 Penalty: 34500.488281
Iteration 119Q: 17 clusters Score -7.281884e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 93068 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 18192 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 106643 members 
Mstep: Class 10 contains 19129 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113300 members 
Mstep: Class 13 contains 28982 members 
Mstep: Class 14 contains 110159 members 
Mstep: Class 17 contains 29133 members 
Mstep: Class 18 contains 51900 members 
Mstep: Class 19 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818896.000000 Penalty: 34500.488281
Iteration 120F: 17 clusters Score -7.28189e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 93212 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18191 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 106534 members 
Mstep: Class 10 contains 18979 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113345 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 110157 members 
Mstep: Class 17 contains 29118 members 
Mstep: Class 18 contains 52036 members 
Mstep: Class 19 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819192.000000 Penalty: 34500.488281
Iteration 121Q: 17 clusters Score -7.281919e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 93359 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18185 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 106451 members 
Mstep: Class 10 contains 18837 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113380 members 
Mstep: Class 13 contains 28915 members 
Mstep: Class 14 contains 110146 members 
Mstep: Class 17 contains 29090 members 
Mstep: Class 18 contains 52172 members 
Mstep: Class 19 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819328.000000 Penalty: 34500.488281
Iteration 122Q: 17 clusters Score -7.281933e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 93481 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18180 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 106383 members 
Mstep: Class 10 contains 18709 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113404 members 
Mstep: Class 13 contains 28868 members 
Mstep: Class 14 contains 110139 members 
Mstep: Class 17 contains 29064 members 
Mstep: Class 18 contains 52308 members 
Mstep: Class 19 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819448.000000 Penalty: 34500.488281
Iteration 123Q: 17 clusters Score -7.281945e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 93637 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 106319 members 
Mstep: Class 10 contains 18571 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113408 members 
Mstep: Class 13 contains 28836 members 
Mstep: Class 14 contains 110128 members 
Mstep: Class 17 contains 29043 members 
Mstep: Class 18 contains 52427 members 
Mstep: Class 19 contains 3422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819400.000000 Penalty: 34500.488281
Iteration 124Q: 17 clusters Score -7.28194e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 93783 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18163 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 106291 members 
Mstep: Class 10 contains 18443 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113408 members 
Mstep: Class 13 contains 28803 members 
Mstep: Class 14 contains 110117 members 
Mstep: Class 17 contains 29030 members 
Mstep: Class 18 contains 52518 members 
Mstep: Class 19 contains 3409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819440.000000 Penalty: 34500.488281
Iteration 125Q: 17 clusters Score -7.281944e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 93942 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18157 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 106245 members 
Mstep: Class 10 contains 18321 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113404 members 
Mstep: Class 13 contains 28769 members 
Mstep: Class 14 contains 110104 members 
Mstep: Class 17 contains 29007 members 
Mstep: Class 18 contains 52616 members 
Mstep: Class 19 contains 3399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819568.000000 Penalty: 34500.488281
Iteration 126Q: 17 clusters Score -7.281957e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 94074 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18150 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 106216 members 
Mstep: Class 10 contains 18194 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113399 members 
Mstep: Class 13 contains 28737 members 
Mstep: Class 14 contains 110093 members 
Mstep: Class 17 contains 29001 members 
Mstep: Class 18 contains 52699 members 
Mstep: Class 19 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819704.000000 Penalty: 34500.488281
Iteration 127Q: 17 clusters Score -7.28197e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 94240 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18153 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 106160 members 
Mstep: Class 10 contains 18077 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113394 members 
Mstep: Class 13 contains 28702 members 
Mstep: Class 14 contains 110082 members 
Mstep: Class 17 contains 28986 members 
Mstep: Class 18 contains 52772 members 
Mstep: Class 19 contains 3398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819832.000000 Penalty: 34500.488281
Iteration 128Q: 17 clusters Score -7.281983e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 94437 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18141 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 106131 members 
Mstep: Class 10 contains 17945 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113375 members 
Mstep: Class 13 contains 28676 members 
Mstep: Class 14 contains 110077 members 
Mstep: Class 17 contains 28954 members 
Mstep: Class 18 contains 52838 members 
Mstep: Class 19 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819752.000000 Penalty: 34500.488281
Iteration 129Q: 17 clusters Score -7.281975e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 94627 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18137 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 106119 members 
Mstep: Class 10 contains 17817 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113358 members 
Mstep: Class 13 contains 28647 members 
Mstep: Class 14 contains 110066 members 
Mstep: Class 17 contains 28935 members 
Mstep: Class 18 contains 52873 members 
Mstep: Class 19 contains 3382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819872.000000 Penalty: 34500.488281
Iteration 130Q: 17 clusters Score -7.281987e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 94821 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18130 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 106113 members 
Mstep: Class 10 contains 17661 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113331 members 
Mstep: Class 13 contains 28630 members 
Mstep: Class 14 contains 110065 members 
Mstep: Class 17 contains 28910 members 
Mstep: Class 18 contains 52923 members 
Mstep: Class 19 contains 3377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820072.000000 Penalty: 34500.488281
Iteration 131Q: 17 clusters Score -7.282007e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 94992 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18119 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 106116 members 
Mstep: Class 10 contains 17511 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113307 members 
Mstep: Class 13 contains 28604 members 
Mstep: Class 14 contains 110067 members 
Mstep: Class 17 contains 28898 members 
Mstep: Class 18 contains 52976 members 
Mstep: Class 19 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820056.000000 Penalty: 34500.488281
Iteration 132Q: 17 clusters Score -7.282006e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 95174 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18099 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 106137 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113279 members 
Mstep: Class 13 contains 28586 members 
Mstep: Class 14 contains 110060 members 
Mstep: Class 17 contains 28876 members 
Mstep: Class 18 contains 53017 members 
Mstep: Class 19 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820024.000000 Penalty: 34500.488281
Iteration 133Q: 17 clusters Score -7.282002e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 95366 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 106154 members 
Mstep: Class 10 contains 17224 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113246 members 
Mstep: Class 13 contains 28567 members 
Mstep: Class 14 contains 110051 members 
Mstep: Class 17 contains 28859 members 
Mstep: Class 18 contains 53057 members 
Mstep: Class 19 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820104.000000 Penalty: 34500.488281
Iteration 134Q: 17 clusters Score -7.28201e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 95559 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18060 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 106181 members 
Mstep: Class 10 contains 17075 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113215 members 
Mstep: Class 13 contains 28540 members 
Mstep: Class 14 contains 110039 members 
Mstep: Class 17 contains 28850 members 
Mstep: Class 18 contains 53084 members 
Mstep: Class 19 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820304.000000 Penalty: 34500.488281
Iteration 135Q: 17 clusters Score -7.28203e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 95764 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18042 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 106189 members 
Mstep: Class 10 contains 16930 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113191 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 110032 members 
Mstep: Class 17 contains 28841 members 
Mstep: Class 18 contains 53092 members 
Mstep: Class 19 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820304.000000 Penalty: 34500.488281
Iteration 136Q: 17 clusters Score -7.28203e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 95955 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18019 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 106199 members 
Mstep: Class 10 contains 16800 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113166 members 
Mstep: Class 13 contains 28515 members 
Mstep: Class 14 contains 110020 members 
Mstep: Class 17 contains 28836 members 
Mstep: Class 18 contains 53095 members 
Mstep: Class 19 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820280.000000 Penalty: 34500.488281
Iteration 137Q: 17 clusters Score -7.282028e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 96146 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17993 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 106226 members 
Mstep: Class 10 contains 16660 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113139 members 
Mstep: Class 13 contains 28506 members 
Mstep: Class 14 contains 110013 members 
Mstep: Class 17 contains 28829 members 
Mstep: Class 18 contains 53101 members 
Mstep: Class 19 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820232.000000 Penalty: 34500.488281
Iteration 138Q: 17 clusters Score -7.282023e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 96310 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17973 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 106240 members 
Mstep: Class 10 contains 16536 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113108 members 
Mstep: Class 13 contains 28508 members 
Mstep: Class 14 contains 110006 members 
Mstep: Class 17 contains 28834 members 
Mstep: Class 18 contains 53105 members 
Mstep: Class 19 contains 3339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820464.000000 Penalty: 34500.488281
Iteration 139Q: 17 clusters Score -7.282046e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 96456 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17960 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 106254 members 
Mstep: Class 10 contains 16409 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113088 members 
Mstep: Class 13 contains 28501 members 
Mstep: Class 14 contains 110001 members 
Mstep: Class 17 contains 28832 members 
Mstep: Class 18 contains 53120 members 
Mstep: Class 19 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820376.000000 Penalty: 34500.488281
Iteration 140F: 17 clusters Score -7.282038e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 96584 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17951 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 106290 members 
Mstep: Class 10 contains 16285 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113045 members 
Mstep: Class 13 contains 28496 members 
Mstep: Class 14 contains 109995 members 
Mstep: Class 17 contains 28834 members 
Mstep: Class 18 contains 53148 members 
Mstep: Class 19 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820568.000000 Penalty: 34500.488281
Iteration 141Q: 17 clusters Score -7.282057e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 96723 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17938 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 106339 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113011 members 
Mstep: Class 13 contains 28504 members 
Mstep: Class 14 contains 109985 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 53162 members 
Mstep: Class 19 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820552.000000 Penalty: 34500.488281
Iteration 142Q: 17 clusters Score -7.282055e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 96867 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17925 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 106388 members 
Mstep: Class 10 contains 16041 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 112969 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 109975 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 53167 members 
Mstep: Class 19 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820592.000000 Penalty: 34500.488281
Iteration 143Q: 17 clusters Score -7.282059e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 97027 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17911 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 106432 members 
Mstep: Class 10 contains 15918 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 112938 members 
Mstep: Class 13 contains 28520 members 
Mstep: Class 14 contains 109966 members 
Mstep: Class 17 contains 28781 members 
Mstep: Class 18 contains 53152 members 
Mstep: Class 19 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820640.000000 Penalty: 34500.488281
Iteration 144Q: 17 clusters Score -7.282064e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 97161 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17894 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 106476 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 112932 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 109956 members 
Mstep: Class 17 contains 28759 members 
Mstep: Class 18 contains 53149 members 
Mstep: Class 19 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820800.000000 Penalty: 34500.488281
Iteration 145Q: 17 clusters Score -7.28208e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17881 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 106498 members 
Mstep: Class 10 contains 15691 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 112942 members 
Mstep: Class 13 contains 28521 members 
Mstep: Class 14 contains 109946 members 
Mstep: Class 17 contains 28746 members 
Mstep: Class 18 contains 53149 members 
Mstep: Class 19 contains 3303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820904.000000 Penalty: 34500.488281
Iteration 146Q: 17 clusters Score -7.28209e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 97396 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17859 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 106550 members 
Mstep: Class 10 contains 15588 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 112949 members 
Mstep: Class 13 contains 28523 members 
Mstep: Class 14 contains 109932 members 
Mstep: Class 17 contains 28723 members 
Mstep: Class 18 contains 53146 members 
Mstep: Class 19 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820936.000000 Penalty: 34500.488281
Iteration 147Q: 17 clusters Score -7.282094e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 97513 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17851 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 106588 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 112971 members 
Mstep: Class 13 contains 28522 members 
Mstep: Class 14 contains 109922 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 53153 members 
Mstep: Class 19 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820808.000000 Penalty: 34500.488281
Iteration 148Q: 17 clusters Score -7.282081e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 97611 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17845 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 106649 members 
Mstep: Class 10 contains 15351 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 112983 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 109915 members 
Mstep: Class 17 contains 28663 members 
Mstep: Class 18 contains 53150 members 
Mstep: Class 19 contains 3284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820912.000000 Penalty: 34500.488281
Iteration 149Q: 17 clusters Score -7.282091e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 97725 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17841 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 106693 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 112992 members 
Mstep: Class 13 contains 28503 members 
Mstep: Class 14 contains 109908 members 
Mstep: Class 17 contains 28638 members 
Mstep: Class 18 contains 53148 members 
Mstep: Class 19 contains 3273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820912.000000 Penalty: 34500.488281
Iteration 150Q: 17 clusters Score -7.282091e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 97844 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17828 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 106746 members 
Mstep: Class 10 contains 15140 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 112999 members 
Mstep: Class 13 contains 28499 members 
Mstep: Class 14 contains 109908 members 
Mstep: Class 17 contains 28608 members 
Mstep: Class 18 contains 53131 members 
Mstep: Class 19 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820928.000000 Penalty: 34500.488281
Iteration 151Q: 17 clusters Score -7.282093e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 97942 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17814 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 106800 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113018 members 
Mstep: Class 13 contains 28499 members 
Mstep: Class 14 contains 109902 members 
Mstep: Class 17 contains 28572 members 
Mstep: Class 18 contains 53120 members 
Mstep: Class 19 contains 3264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820936.000000 Penalty: 34500.488281
Iteration 152Q: 17 clusters Score -7.282094e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98037 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17798 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 106850 members 
Mstep: Class 10 contains 14930 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113048 members 
Mstep: Class 13 contains 28492 members 
Mstep: Class 14 contains 109896 members 
Mstep: Class 17 contains 28541 members 
Mstep: Class 18 contains 53114 members 
Mstep: Class 19 contains 3264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820904.000000 Penalty: 34500.488281
Iteration 153Q: 17 clusters Score -7.28209e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98145 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17783 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 106901 members 
Mstep: Class 10 contains 14814 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113086 members 
Mstep: Class 13 contains 28499 members 
Mstep: Class 14 contains 109889 members 
Mstep: Class 17 contains 28500 members 
Mstep: Class 18 contains 53090 members 
Mstep: Class 19 contains 3264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820984.000000 Penalty: 34500.488281
Iteration 154Q: 17 clusters Score -7.282098e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98212 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17776 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 106960 members 
Mstep: Class 10 contains 14693 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113124 members 
Mstep: Class 13 contains 28511 members 
Mstep: Class 14 contains 109889 members 
Mstep: Class 17 contains 28472 members 
Mstep: Class 18 contains 53071 members 
Mstep: Class 19 contains 3264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820984.000000 Penalty: 34500.488281
Iteration 155Q: 17 clusters Score -7.282098e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98312 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17761 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 107000 members 
Mstep: Class 10 contains 14588 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113165 members 
Mstep: Class 13 contains 28514 members 
Mstep: Class 14 contains 109889 members 
Mstep: Class 17 contains 28433 members 
Mstep: Class 18 contains 53049 members 
Mstep: Class 19 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821032.000000 Penalty: 34500.488281
Iteration 156Q: 17 clusters Score -7.282103e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98434 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17742 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 107039 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113205 members 
Mstep: Class 13 contains 28515 members 
Mstep: Class 14 contains 109882 members 
Mstep: Class 17 contains 28389 members 
Mstep: Class 18 contains 53015 members 
Mstep: Class 19 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821160.000000 Penalty: 34500.488281
Iteration 157Q: 17 clusters Score -7.282116e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98575 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17721 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 107045 members 
Mstep: Class 10 contains 14414 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113245 members 
Mstep: Class 13 contains 28535 members 
Mstep: Class 14 contains 109872 members 
Mstep: Class 17 contains 28329 members 
Mstep: Class 18 contains 52976 members 
Mstep: Class 19 contains 3262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820920.000000 Penalty: 34500.488281
Iteration 158Q: 17 clusters Score -7.282092e+07 nChanged 432
Entering ConstructFrom: 
Score: -72820920.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -76019.156250 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -76019.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74838.679688 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -74838.68 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75164.492188 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -75164.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75262.398438 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -75262.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75301.804688 Penalty: 2154.542969
	Iteration 3Q: 3 clusters Score -75301.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75320.890625 Penalty: 2154.542969
	Iteration 4Q: 3 clusters Score -75320.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75342.132812 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -75342.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -75358.882812 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -75358.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75379.960938 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -75379.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75406.570312 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -75406.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75422.906250 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -75422.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75441.812500 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -75441.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75460.921875 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -75460.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -75509.335938 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -75509.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -75578.921875 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -75578.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75697.312500 Penalty: 2154.542969
	Iteration 14F: 3 clusters Score -75697.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75808.117188 Penalty: 2154.542969
	Iteration 15Q: 3 clusters Score -75808.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75867.328125 Penalty: 2154.542969
	Iteration 16Q: 3 clusters Score -75867.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75877.351562 Penalty: 2154.542969
	Iteration 17Q: 3 clusters Score -75877.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75891.687500 Penalty: 2154.542969
	Iteration 18Q: 3 clusters Score -75891.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -75895.265625 Penalty: 2154.542969
	Iteration 19Q: 3 clusters Score -75895.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75895.656250 Penalty: 2154.542969
	Iteration 20F: 3 clusters Score -75895.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -62218.992188 Penalty: 1038.414062
	Iteration 0F: 2 clusters Score -62218.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61204.449219 Penalty: 2076.828125
	Iteration 0F: 3 clusters Score -61204.45 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61582.058594 Penalty: 2076.828125
	Iteration 1F: 3 clusters Score -61582.06 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61787.082031 Penalty: 2076.828125
	Iteration 2F: 3 clusters Score -61787.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61923.238281 Penalty: 2076.828125
	Iteration 3F: 3 clusters Score -61923.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61986.746094 Penalty: 2076.828125
	Iteration 4Q: 3 clusters Score -61986.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62072.761719 Penalty: 2076.828125
	Iteration 5Q: 3 clusters Score -62072.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62132.898438 Penalty: 2076.828125
	Iteration 6Q: 3 clusters Score -62132.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62174.121094 Penalty: 2076.828125
	Iteration 7Q: 3 clusters Score -62174.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62238.562500 Penalty: 2076.828125
	Iteration 8Q: 3 clusters Score -62238.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62312.968750 Penalty: 2076.828125
	Iteration 9Q: 3 clusters Score -62312.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62356.921875 Penalty: 2076.828125
	Iteration 10Q: 3 clusters Score -62356.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62365.781250 Penalty: 2076.828125
	Iteration 11Q: 3 clusters Score -62365.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62372.875000 Penalty: 2076.828125
	Iteration 12Q: 3 clusters Score -62372.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62374.371094 Penalty: 2076.828125
	Iteration 13Q: 3 clusters Score -62374.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62411.402344 Penalty: 2076.828125
	Iteration 14F: 3 clusters Score -62411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62487.648438 Penalty: 2076.828125
	Iteration 15Q: 3 clusters Score -62487.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62539.773438 Penalty: 2076.828125
	Iteration 16Q: 3 clusters Score -62539.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62596.976562 Penalty: 2076.828125
	Iteration 17Q: 3 clusters Score -62596.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62652.488281 Penalty: 2076.828125
	Iteration 18Q: 3 clusters Score -62652.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62667.894531 Penalty: 2076.828125
	Iteration 19Q: 3 clusters Score -62667.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62673.941406 Penalty: 2076.828125
	Iteration 20F: 3 clusters Score -62673.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62686.066406 Penalty: 2076.828125
	Iteration 21Q: 3 clusters Score -62686.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62702.718750 Penalty: 2076.828125
	Iteration 22Q: 3 clusters Score -62702.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62717.250000 Penalty: 2076.828125
	Iteration 23Q: 3 clusters Score -62717.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62744.121094 Penalty: 2076.828125
	Iteration 24Q: 3 clusters Score -62744.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62750.855469 Penalty: 2076.828125
	Iteration 25Q: 3 clusters Score -62750.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62750.855469 Penalty: 2076.828125
	Iteration 26F: 3 clusters Score -62750.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 308 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98679 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17711 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 107087 members 
Mstep: Class 10 contains 14342 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113276 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 109861 members 
Mstep: Class 17 contains 28276 members 
Mstep: Class 18 contains 52931 members 
Mstep: Class 19 contains 3260 members 
Entering Unmasked Estep 
Score: -72820200.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72820920.000000 to -72820200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36781.277344 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36781.28 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37478.425781 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37478.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37754.109375 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37754.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37838.781250 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -37838.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37980.246094 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -37980.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38069.378906 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -38069.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38130.136719 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38130.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38143.839844 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38143.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38145.714844 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38145.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38148.484375 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38148.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38148.484375 Penalty: 2024.906494
	Iteration 10F: 3 clusters Score -38148.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 221 members 
Mstep: Class 4 contains 98679 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17711 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 107087 members 
Mstep: Class 10 contains 14342 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113276 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 109861 members 
Mstep: Class 17 contains 28276 members 
Mstep: Class 18 contains 52931 members 
Mstep: Class 19 contains 3260 members 
Entering Unmasked Estep 
Score: -72820160.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72820920.000000 to -72820160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (98679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Entering Unmasked Estep 
Score: -12592341.000000 Penalty: 1868.689453
	Iteration 0F: 2 clusters Score -1.259234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -12526891.000000 Penalty: 3737.378906
	Iteration 0F: 3 clusters Score -1.252689e+07 nChanged 47542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -12554895.000000 Penalty: 3737.378906
	Iteration 1F: 3 clusters Score -1.25549e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -12555764.000000 Penalty: 3737.378906
	Iteration 2Q: 3 clusters Score -1.255576e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -12557173.000000 Penalty: 3737.378906
	Iteration 3Q: 3 clusters Score -1.255717e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -12559378.000000 Penalty: 3737.378906
	Iteration 4Q: 3 clusters Score -1.255938e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -12562836.000000 Penalty: 3737.378906
	Iteration 5F: 3 clusters Score -1.256284e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -12567944.000000 Penalty: 3737.378906
	Iteration 6F: 3 clusters Score -1.256794e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -12573643.000000 Penalty: 3737.378906
	Iteration 7F: 3 clusters Score -1.257364e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -12578774.000000 Penalty: 3737.378906
	Iteration 8F: 3 clusters Score -1.257877e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -12582423.000000 Penalty: 3737.378906
	Iteration 9Q: 3 clusters Score -1.258242e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -12584572.000000 Penalty: 3737.378906
	Iteration 10Q: 3 clusters Score -1.258457e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -12586167.000000 Penalty: 3737.378906
	Iteration 11Q: 3 clusters Score -1.258617e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -12587343.000000 Penalty: 3737.378906
	Iteration 12Q: 3 clusters Score -1.258734e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95018 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -12588360.000000 Penalty: 3737.378906
	Iteration 13Q: 3 clusters Score -1.258836e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -12589077.000000 Penalty: 3737.378906
	Iteration 14Q: 3 clusters Score -1.258908e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -12589644.000000 Penalty: 3737.378906
	Iteration 15Q: 3 clusters Score -1.258964e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -12590020.000000 Penalty: 3737.378906
	Iteration 16Q: 3 clusters Score -1.259002e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97540 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -12590220.000000 Penalty: 3737.378906
	Iteration 17Q: 3 clusters Score -1.259022e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12590354.000000 Penalty: 3737.378906
	Iteration 18Q: 3 clusters Score -1.259035e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12590449.000000 Penalty: 3737.378906
	Iteration 19Q: 3 clusters Score -1.259045e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97958 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12590509.000000 Penalty: 3737.378906
	Iteration 20F: 3 clusters Score -1.259051e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98030 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12590552.000000 Penalty: 3737.378906
	Iteration 21Q: 3 clusters Score -1.259055e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12590585.000000 Penalty: 3737.378906
	Iteration 22Q: 3 clusters Score -1.259058e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12590645.000000 Penalty: 3737.378906
	Iteration 23Q: 3 clusters Score -1.259064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12590663.000000 Penalty: 3737.378906
	Iteration 24Q: 3 clusters Score -1.259066e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98161 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12590691.000000 Penalty: 3737.378906
	Iteration 25Q: 3 clusters Score -1.259069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12590677.000000 Penalty: 3737.378906
	Iteration 26Q: 3 clusters Score -1.259068e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98199 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12590709.000000 Penalty: 3737.378906
	Iteration 27Q: 3 clusters Score -1.259071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12590721.000000 Penalty: 3737.378906
	Iteration 28Q: 3 clusters Score -1.259072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12590711.000000 Penalty: 3737.378906
	Iteration 29Q: 3 clusters Score -1.259071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12590723.000000 Penalty: 3737.378906
	Iteration 30Q: 3 clusters Score -1.259072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12590728.000000 Penalty: 3737.378906
	Iteration 31Q: 3 clusters Score -1.259073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12590725.000000 Penalty: 3737.378906
	Iteration 32Q: 3 clusters Score -1.259072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98224 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12590747.000000 Penalty: 3737.378906
	Iteration 33Q: 3 clusters Score -1.259075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98226 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12590730.000000 Penalty: 3737.378906
	Iteration 34Q: 3 clusters Score -1.259073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12590739.000000 Penalty: 3737.378906
	Iteration 35Q: 3 clusters Score -1.259074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12590739.000000 Penalty: 3737.378906
	Iteration 36Q: 3 clusters Score -1.259074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12590736.000000 Penalty: 3737.378906
	Iteration 37Q: 3 clusters Score -1.259074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12590732.000000 Penalty: 3737.378906
	Iteration 38Q: 3 clusters Score -1.259073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12590732.000000 Penalty: 3737.378906
	Iteration 39Q: 3 clusters Score -1.259073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12590743.000000 Penalty: 3737.378906
	Iteration 40F: 3 clusters Score -1.259074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12590736.000000 Penalty: 3737.378906
	Iteration 41Q: 3 clusters Score -1.259074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12590741.000000 Penalty: 3737.378906
	Iteration 42Q: 3 clusters Score -1.259074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12590743.000000 Penalty: 3737.378906
	Iteration 43Q: 3 clusters Score -1.259074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12590743.000000 Penalty: 3737.378906
	Iteration 44F: 3 clusters Score -1.259074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12172.503906 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12172.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12583.266602 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12583.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12690.944336 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -12690.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12842.626953 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -12842.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12929.579102 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -12929.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12998.470703 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -12998.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13069.687500 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -13069.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13097.014648 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -13097.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13107.945312 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -13107.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13111.316406 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -13111.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13111.316406 Penalty: 1877.736938
	Iteration 10F: 3 clusters Score -13111.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98679 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 17711 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 107087 members 
Mstep: Class 10 contains 14342 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113276 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 109861 members 
Mstep: Class 17 contains 28276 members 
Mstep: Class 18 contains 52931 members 
Mstep: Class 19 contains 3260 members 
Entering Unmasked Estep 
Score: -72819832.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72820920.000000 to -72819832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Entering Unmasked Estep 
Score: -2218123.750000 Penalty: 1589.565430
	Iteration 0F: 2 clusters Score -2218124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2206101.750000 Penalty: 3179.130859
	Iteration 0F: 3 clusters Score -2206102 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2210146.750000 Penalty: 3179.130859
	Iteration 1F: 3 clusters Score -2210147 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2210433.000000 Penalty: 3179.130859
	Iteration 2Q: 3 clusters Score -2210433 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2210680.500000 Penalty: 3179.130859
	Iteration 3Q: 3 clusters Score -2210680 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2210914.250000 Penalty: 3179.130859
	Iteration 4Q: 3 clusters Score -2210914 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2211118.750000 Penalty: 3179.130859
	Iteration 5Q: 3 clusters Score -2211119 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2211332.000000 Penalty: 3179.130859
	Iteration 6Q: 3 clusters Score -2211332 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2211570.250000 Penalty: 3179.130859
	Iteration 7Q: 3 clusters Score -2211570 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2211868.500000 Penalty: 3179.130859
	Iteration 8Q: 3 clusters Score -2211868 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2212175.750000 Penalty: 3179.130859
	Iteration 9Q: 3 clusters Score -2212176 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2212531.000000 Penalty: 3179.130859
	Iteration 10Q: 3 clusters Score -2212531 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2212911.750000 Penalty: 3179.130859
	Iteration 11Q: 3 clusters Score -2212912 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2213324.250000 Penalty: 3179.130859
	Iteration 12Q: 3 clusters Score -2213324 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2213724.500000 Penalty: 3179.130859
	Iteration 13Q: 3 clusters Score -2213724 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2214056.250000 Penalty: 3179.130859
	Iteration 14Q: 3 clusters Score -2214056 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2214300.750000 Penalty: 3179.130859
	Iteration 15Q: 3 clusters Score -2214301 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2214465.750000 Penalty: 3179.130859
	Iteration 16Q: 3 clusters Score -2214466 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2214575.250000 Penalty: 3179.130859
	Iteration 17Q: 3 clusters Score -2214575 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2214687.250000 Penalty: 3179.130859
	Iteration 18Q: 3 clusters Score -2214687 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2214829.750000 Penalty: 3179.130859
	Iteration 19Q: 3 clusters Score -2214830 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2214991.750000 Penalty: 3179.130859
	Iteration 20F: 3 clusters Score -2214992 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2215180.500000 Penalty: 3179.130859
	Iteration 21Q: 3 clusters Score -2215180 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2215376.000000 Penalty: 3179.130859
	Iteration 22Q: 3 clusters Score -2215376 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2215558.750000 Penalty: 3179.130859
	Iteration 23Q: 3 clusters Score -2215559 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2215741.500000 Penalty: 3179.130859
	Iteration 24Q: 3 clusters Score -2215742 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2215929.750000 Penalty: 3179.130859
	Iteration 25Q: 3 clusters Score -2215930 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2216138.750000 Penalty: 3179.130859
	Iteration 26Q: 3 clusters Score -2216139 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2216326.250000 Penalty: 3179.130859
	Iteration 27Q: 3 clusters Score -2216326 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2216503.250000 Penalty: 3179.130859
	Iteration 28Q: 3 clusters Score -2216503 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2216650.750000 Penalty: 3179.130859
	Iteration 29Q: 3 clusters Score -2216651 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2216745.750000 Penalty: 3179.130859
	Iteration 30Q: 3 clusters Score -2216746 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2216812.250000 Penalty: 3179.130859
	Iteration 31Q: 3 clusters Score -2216812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2216851.750000 Penalty: 3179.130859
	Iteration 32Q: 3 clusters Score -2216852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2216884.500000 Penalty: 3179.130859
	Iteration 33Q: 3 clusters Score -2216884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2216898.750000 Penalty: 3179.130859
	Iteration 34Q: 3 clusters Score -2216899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2216925.500000 Penalty: 3179.130859
	Iteration 35Q: 3 clusters Score -2216926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2216943.500000 Penalty: 3179.130859
	Iteration 36Q: 3 clusters Score -2216944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2216969.500000 Penalty: 3179.130859
	Iteration 37Q: 3 clusters Score -2216970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2216985.250000 Penalty: 3179.130859
	Iteration 38Q: 3 clusters Score -2216985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2216994.000000 Penalty: 3179.130859
	Iteration 39Q: 3 clusters Score -2216994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2217003.250000 Penalty: 3179.130859
	Iteration 40F: 3 clusters Score -2217003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2217008.750000 Penalty: 3179.130859
	Iteration 41Q: 3 clusters Score -2217009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2217019.000000 Penalty: 3179.130859
	Iteration 42Q: 3 clusters Score -2217019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2217021.000000 Penalty: 3179.130859
	Iteration 43Q: 3 clusters Score -2217021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2217030.500000 Penalty: 3179.130859
	Iteration 44Q: 3 clusters Score -2217030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2217036.500000 Penalty: 3179.130859
	Iteration 45Q: 3 clusters Score -2217036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2217041.750000 Penalty: 3179.130859
	Iteration 46Q: 3 clusters Score -2217042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2217049.250000 Penalty: 3179.130859
	Iteration 47Q: 3 clusters Score -2217049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2217050.750000 Penalty: 3179.130859
	Iteration 48Q: 3 clusters Score -2217051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2217049.250000 Penalty: 3179.130859
	Iteration 49Q: 3 clusters Score -2217049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2217049.250000 Penalty: 3179.130859
	Iteration 50Q: 3 clusters Score -2217049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2217050.000000 Penalty: 3179.130859
	Iteration 51Q: 3 clusters Score -2217050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2217051.000000 Penalty: 3179.130859
	Iteration 52Q: 3 clusters Score -2217051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2217047.500000 Penalty: 3179.130859
	Iteration 53Q: 3 clusters Score -2217048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2217048.500000 Penalty: 3179.130859
	Iteration 54Q: 3 clusters Score -2217048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2217048.500000 Penalty: 3179.130859
	Iteration 55F: 3 clusters Score -2217048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Entering Unmasked Estep 
Score: -323384.812500 Penalty: 1280.998779
	Iteration 0F: 2 clusters Score -323384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -320911.625000 Penalty: 2561.997559
	Iteration 0F: 3 clusters Score -320911.6 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -321485.156250 Penalty: 2561.997559
	Iteration 1F: 3 clusters Score -321485.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -321625.656250 Penalty: 2561.997559
	Iteration 2F: 3 clusters Score -321625.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321706.062500 Penalty: 2561.997559
	Iteration 3Q: 3 clusters Score -321706.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -321757.468750 Penalty: 2561.997559
	Iteration 4Q: 3 clusters Score -321757.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -321804.000000 Penalty: 2561.997559
	Iteration 5Q: 3 clusters Score -321804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -321835.250000 Penalty: 2561.997559
	Iteration 6Q: 3 clusters Score -321835.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -321857.437500 Penalty: 2561.997559
	Iteration 7Q: 3 clusters Score -321857.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -321873.906250 Penalty: 2561.997559
	Iteration 8Q: 3 clusters Score -321873.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -321891.218750 Penalty: 2561.997559
	Iteration 9Q: 3 clusters Score -321891.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -321901.156250 Penalty: 2561.997559
	Iteration 10Q: 3 clusters Score -321901.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -321905.687500 Penalty: 2561.997559
	Iteration 11Q: 3 clusters Score -321905.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -321909.875000 Penalty: 2561.997559
	Iteration 12Q: 3 clusters Score -321909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -321915.281250 Penalty: 2561.997559
	Iteration 13Q: 3 clusters Score -321915.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321918.656250 Penalty: 2561.997559
	Iteration 14Q: 3 clusters Score -321918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -321921.968750 Penalty: 2561.997559
	Iteration 15Q: 3 clusters Score -321922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321926.125000 Penalty: 2561.997559
	Iteration 16Q: 3 clusters Score -321926.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -321931.000000 Penalty: 2561.997559
	Iteration 17Q: 3 clusters Score -321931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -321933.312500 Penalty: 2561.997559
	Iteration 18Q: 3 clusters Score -321933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321937.031250 Penalty: 2561.997559
	Iteration 19Q: 3 clusters Score -321937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321941.562500 Penalty: 2561.997559
	Iteration 20F: 3 clusters Score -321941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -321946.437500 Penalty: 2561.997559
	Iteration 21Q: 3 clusters Score -321946.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321949.437500 Penalty: 2561.997559
	Iteration 22Q: 3 clusters Score -321949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321953.437500 Penalty: 2561.997559
	Iteration 23Q: 3 clusters Score -321953.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -321958.218750 Penalty: 2561.997559
	Iteration 24Q: 3 clusters Score -321958.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -321960.937500 Penalty: 2561.997559
	Iteration 25Q: 3 clusters Score -321960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -321964.750000 Penalty: 2561.997559
	Iteration 26Q: 3 clusters Score -321964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -321966.593750 Penalty: 2561.997559
	Iteration 27Q: 3 clusters Score -321966.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -321971.781250 Penalty: 2561.997559
	Iteration 28Q: 3 clusters Score -321971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -321978.968750 Penalty: 2561.997559
	Iteration 29Q: 3 clusters Score -321979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -321988.562500 Penalty: 2561.997559
	Iteration 30Q: 3 clusters Score -321988.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -321994.187500 Penalty: 2561.997559
	Iteration 31Q: 3 clusters Score -321994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -321997.812500 Penalty: 2561.997559
	Iteration 32Q: 3 clusters Score -321997.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -322007.687500 Penalty: 2561.997559
	Iteration 33Q: 3 clusters Score -322007.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -322025.781250 Penalty: 2561.997559
	Iteration 34Q: 3 clusters Score -322025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -322040.156250 Penalty: 2561.997559
	Iteration 35Q: 3 clusters Score -322040.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -322056.906250 Penalty: 2561.997559
	Iteration 36Q: 3 clusters Score -322056.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -322074.125000 Penalty: 2561.997559
	Iteration 37Q: 3 clusters Score -322074.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -322106.093750 Penalty: 2561.997559
	Iteration 38Q: 3 clusters Score -322106.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -322151.093750 Penalty: 2561.997559
	Iteration 39Q: 3 clusters Score -322151.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -322204.250000 Penalty: 2561.997559
	Iteration 40F: 3 clusters Score -322204.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -322255.343750 Penalty: 2561.997559
	Iteration 41Q: 3 clusters Score -322255.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -322315.593750 Penalty: 2561.997559
	Iteration 42Q: 3 clusters Score -322315.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -322391.812500 Penalty: 2561.997559
	Iteration 43Q: 3 clusters Score -322391.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -322511.125000 Penalty: 2561.997559
	Iteration 44Q: 3 clusters Score -322511.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -322682.468750 Penalty: 2561.997559
	Iteration 45Q: 3 clusters Score -322682.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -322857.750000 Penalty: 2561.997559
	Iteration 46Q: 3 clusters Score -322857.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -323046.781250 Penalty: 2561.997559
	Iteration 47Q: 3 clusters Score -323046.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -323198.187500 Penalty: 2561.997559
	Iteration 48Q: 3 clusters Score -323198.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -323289.437500 Penalty: 2561.997559
	Iteration 49Q: 3 clusters Score -323289.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -323325.781250 Penalty: 2561.997559
	Iteration 50Q: 3 clusters Score -323325.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -323341.718750 Penalty: 2561.997559
	Iteration 51Q: 3 clusters Score -323341.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -323348.375000 Penalty: 2561.997559
	Iteration 52Q: 3 clusters Score -323348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -323349.156250 Penalty: 2561.997559
	Iteration 53Q: 3 clusters Score -323349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -323350.281250 Penalty: 2561.997559
	Iteration 54Q: 3 clusters Score -323350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -323349.625000 Penalty: 2561.997559
	Iteration 55Q: 3 clusters Score -323349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -323349.625000 Penalty: 2561.997559
	Iteration 56F: 3 clusters Score -323349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Entering Unmasked Estep 
Score: -13655416.000000 Penalty: 1881.977051
	Iteration 0F: 2 clusters Score -1.365542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -13587100.000000 Penalty: 3763.954102
	Iteration 0F: 3 clusters Score -1.35871e+07 nChanged 51213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -13617877.000000 Penalty: 3763.954102
	Iteration 1F: 3 clusters Score -1.361788e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -13619400.000000 Penalty: 3763.954102
	Iteration 2Q: 3 clusters Score -1.36194e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -13621313.000000 Penalty: 3763.954102
	Iteration 3Q: 3 clusters Score -1.362131e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -13624132.000000 Penalty: 3763.954102
	Iteration 4F: 3 clusters Score -1.362413e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -13628194.000000 Penalty: 3763.954102
	Iteration 5F: 3 clusters Score -1.362819e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -13633448.000000 Penalty: 3763.954102
	Iteration 6F: 3 clusters Score -1.363345e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -13639503.000000 Penalty: 3763.954102
	Iteration 7F: 3 clusters Score -1.36395e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -13644939.000000 Penalty: 3763.954102
	Iteration 8F: 3 clusters Score -1.364494e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -13649219.000000 Penalty: 3763.954102
	Iteration 9Q: 3 clusters Score -1.364922e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 102107 members 
Entering Unmasked Estep 
Score: -13651579.000000 Penalty: 3763.954102
	Iteration 10Q: 3 clusters Score -1.365158e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -13652708.000000 Penalty: 3763.954102
	Iteration 11Q: 3 clusters Score -1.365271e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 105478 members 
Entering Unmasked Estep 
Score: -13653288.000000 Penalty: 3763.954102
	Iteration 12Q: 3 clusters Score -1.365329e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -13653604.000000 Penalty: 3763.954102
	Iteration 13Q: 3 clusters Score -1.36536e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -13653759.000000 Penalty: 3763.954102
	Iteration 14Q: 3 clusters Score -1.365376e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -13653837.000000 Penalty: 3763.954102
	Iteration 15Q: 3 clusters Score -1.365384e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 106690 members 
Entering Unmasked Estep 
Score: -13653861.000000 Penalty: 3763.954102
	Iteration 16Q: 3 clusters Score -1.365386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -13653882.000000 Penalty: 3763.954102
	Iteration 17Q: 3 clusters Score -1.365388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -13653901.000000 Penalty: 3763.954102
	Iteration 18Q: 3 clusters Score -1.36539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -13653920.000000 Penalty: 3763.954102
	Iteration 19Q: 3 clusters Score -1.365392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -13653934.000000 Penalty: 3763.954102
	Iteration 20F: 3 clusters Score -1.365393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -13653936.000000 Penalty: 3763.954102
	Iteration 21Q: 3 clusters Score -1.365394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 106787 members 
Entering Unmasked Estep 
Score: -13653941.000000 Penalty: 3763.954102
	Iteration 22Q: 3 clusters Score -1.365394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -13653939.000000 Penalty: 3763.954102
	Iteration 23Q: 3 clusters Score -1.365394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 106791 members 
Entering Unmasked Estep 
Score: -13653961.000000 Penalty: 3763.954102
	Iteration 24Q: 3 clusters Score -1.365396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -13653965.000000 Penalty: 3763.954102
	Iteration 25Q: 3 clusters Score -1.365396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -13653968.000000 Penalty: 3763.954102
	Iteration 26Q: 3 clusters Score -1.365397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -13653966.000000 Penalty: 3763.954102
	Iteration 27Q: 3 clusters Score -1.365397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -13653965.000000 Penalty: 3763.954102
	Iteration 28Q: 3 clusters Score -1.365396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -13653965.000000 Penalty: 3763.954102
	Iteration 29F: 3 clusters Score -1.365396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Entering Unmasked Estep 
Score: -1838189.625000 Penalty: 1555.279053
	Iteration 0F: 2 clusters Score -1838190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1828290.750000 Penalty: 3110.558105
	Iteration 0F: 3 clusters Score -1828291 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1831683.625000 Penalty: 3110.558105
	Iteration 1F: 3 clusters Score -1831684 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1832011.000000 Penalty: 3110.558105
	Iteration 2F: 3 clusters Score -1832011 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1832297.250000 Penalty: 3110.558105
	Iteration 3Q: 3 clusters Score -1832297 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1832639.500000 Penalty: 3110.558105
	Iteration 4Q: 3 clusters Score -1832640 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1833041.375000 Penalty: 3110.558105
	Iteration 5Q: 3 clusters Score -1833041 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1833529.625000 Penalty: 3110.558105
	Iteration 6F: 3 clusters Score -1833530 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1834088.500000 Penalty: 3110.558105
	Iteration 7F: 3 clusters Score -1834088 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1834651.500000 Penalty: 3110.558105
	Iteration 8Q: 3 clusters Score -1834652 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1835247.000000 Penalty: 3110.558105
	Iteration 9Q: 3 clusters Score -1835247 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1835733.625000 Penalty: 3110.558105
	Iteration 10Q: 3 clusters Score -1835734 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1836054.750000 Penalty: 3110.558105
	Iteration 11Q: 3 clusters Score -1836055 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1836275.250000 Penalty: 3110.558105
	Iteration 12Q: 3 clusters Score -1836275 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1836421.500000 Penalty: 3110.558105
	Iteration 13Q: 3 clusters Score -1836422 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1836533.375000 Penalty: 3110.558105
	Iteration 14Q: 3 clusters Score -1836533 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1836635.750000 Penalty: 3110.558105
	Iteration 15Q: 3 clusters Score -1836636 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1836700.875000 Penalty: 3110.558105
	Iteration 16Q: 3 clusters Score -1836701 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1836739.125000 Penalty: 3110.558105
	Iteration 17Q: 3 clusters Score -1836739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1836772.125000 Penalty: 3110.558105
	Iteration 18Q: 3 clusters Score -1836772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1836795.000000 Penalty: 3110.558105
	Iteration 19Q: 3 clusters Score -1836795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1836812.125000 Penalty: 3110.558105
	Iteration 20F: 3 clusters Score -1836812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1836824.625000 Penalty: 3110.558105
	Iteration 21Q: 3 clusters Score -1836825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1836833.625000 Penalty: 3110.558105
	Iteration 22Q: 3 clusters Score -1836834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1836847.000000 Penalty: 3110.558105
	Iteration 23Q: 3 clusters Score -1836847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1836855.125000 Penalty: 3110.558105
	Iteration 24Q: 3 clusters Score -1836855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1836863.500000 Penalty: 3110.558105
	Iteration 25Q: 3 clusters Score -1836864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1836866.750000 Penalty: 3110.558105
	Iteration 26Q: 3 clusters Score -1836867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1836872.750000 Penalty: 3110.558105
	Iteration 27Q: 3 clusters Score -1836873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1836877.750000 Penalty: 3110.558105
	Iteration 28Q: 3 clusters Score -1836878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1836885.125000 Penalty: 3110.558105
	Iteration 29Q: 3 clusters Score -1836885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1836889.000000 Penalty: 3110.558105
	Iteration 30Q: 3 clusters Score -1836889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1836896.375000 Penalty: 3110.558105
	Iteration 31Q: 3 clusters Score -1836896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1836900.125000 Penalty: 3110.558105
	Iteration 32Q: 3 clusters Score -1836900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1836902.125000 Penalty: 3110.558105
	Iteration 33Q: 3 clusters Score -1836902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1836903.125000 Penalty: 3110.558105
	Iteration 34Q: 3 clusters Score -1836903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1836903.125000 Penalty: 3110.558105
	Iteration 35Q: 3 clusters Score -1836903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1836903.125000 Penalty: 3110.558105
	Iteration 36F: 3 clusters Score -1836903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51134.625000 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51134.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51223.296875 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51254.609375 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51254.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51272.277344 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51272.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51279.187500 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51279.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51283.882812 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -51283.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51283.882812 Penalty: 1878.741699
	Iteration 6F: 3 clusters Score -51283.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (113276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Entering Unmasked Estep 
Score: -14480173.000000 Penalty: 1891.107178
	Iteration 0F: 2 clusters Score -1.448017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -14410225.000000 Penalty: 3782.214355
	Iteration 0F: 3 clusters Score -1.441022e+07 nChanged 54623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -14442179.000000 Penalty: 3782.214355
	Iteration 1F: 3 clusters Score -1.444218e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -14443133.000000 Penalty: 3782.214355
	Iteration 2Q: 3 clusters Score -1.444313e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -14444491.000000 Penalty: 3782.214355
	Iteration 3Q: 3 clusters Score -1.444449e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -14446420.000000 Penalty: 3782.214355
	Iteration 4Q: 3 clusters Score -1.444642e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -14449297.000000 Penalty: 3782.214355
	Iteration 5Q: 3 clusters Score -1.44493e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -14453524.000000 Penalty: 3782.214355
	Iteration 6F: 3 clusters Score -1.445352e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -14459716.000000 Penalty: 3782.214355
	Iteration 7F: 3 clusters Score -1.445972e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -14465700.000000 Penalty: 3782.214355
	Iteration 8F: 3 clusters Score -1.44657e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -14469500.000000 Penalty: 3782.214355
	Iteration 9F: 3 clusters Score -1.44695e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -14470982.000000 Penalty: 3782.214355
	Iteration 10Q: 3 clusters Score -1.447098e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -14471544.000000 Penalty: 3782.214355
	Iteration 11Q: 3 clusters Score -1.447154e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -14471908.000000 Penalty: 3782.214355
	Iteration 12Q: 3 clusters Score -1.447191e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -14472292.000000 Penalty: 3782.214355
	Iteration 13Q: 3 clusters Score -1.447229e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -14472772.000000 Penalty: 3782.214355
	Iteration 14Q: 3 clusters Score -1.447277e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -14473118.000000 Penalty: 3782.214355
	Iteration 15Q: 3 clusters Score -1.447312e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -14473465.000000 Penalty: 3782.214355
	Iteration 16Q: 3 clusters Score -1.447346e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -14473844.000000 Penalty: 3782.214355
	Iteration 17Q: 3 clusters Score -1.447384e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -14474175.000000 Penalty: 3782.214355
	Iteration 18Q: 3 clusters Score -1.447418e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -14474457.000000 Penalty: 3782.214355
	Iteration 19Q: 3 clusters Score -1.447446e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -14474779.000000 Penalty: 3782.214355
	Iteration 20F: 3 clusters Score -1.447478e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -14475057.000000 Penalty: 3782.214355
	Iteration 21Q: 3 clusters Score -1.447506e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -14475458.000000 Penalty: 3782.214355
	Iteration 22Q: 3 clusters Score -1.447546e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -14475788.000000 Penalty: 3782.214355
	Iteration 23Q: 3 clusters Score -1.447579e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -14476073.000000 Penalty: 3782.214355
	Iteration 24Q: 3 clusters Score -1.447607e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -14476386.000000 Penalty: 3782.214355
	Iteration 25Q: 3 clusters Score -1.447639e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -14476705.000000 Penalty: 3782.214355
	Iteration 26Q: 3 clusters Score -1.44767e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -14477012.000000 Penalty: 3782.214355
	Iteration 27Q: 3 clusters Score -1.447701e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -14477398.000000 Penalty: 3782.214355
	Iteration 28Q: 3 clusters Score -1.44774e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -14477684.000000 Penalty: 3782.214355
	Iteration 29Q: 3 clusters Score -1.447768e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -14478012.000000 Penalty: 3782.214355
	Iteration 30Q: 3 clusters Score -1.447801e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -14478270.000000 Penalty: 3782.214355
	Iteration 31Q: 3 clusters Score -1.447827e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -14478571.000000 Penalty: 3782.214355
	Iteration 32Q: 3 clusters Score -1.447857e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -14478783.000000 Penalty: 3782.214355
	Iteration 33Q: 3 clusters Score -1.447878e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -14478887.000000 Penalty: 3782.214355
	Iteration 34Q: 3 clusters Score -1.447889e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -14479036.000000 Penalty: 3782.214355
	Iteration 35Q: 3 clusters Score -1.447904e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -14479062.000000 Penalty: 3782.214355
	Iteration 36Q: 3 clusters Score -1.447906e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -14479183.000000 Penalty: 3782.214355
	Iteration 37Q: 3 clusters Score -1.447918e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -14479343.000000 Penalty: 3782.214355
	Iteration 38Q: 3 clusters Score -1.447934e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -14479352.000000 Penalty: 3782.214355
	Iteration 39Q: 3 clusters Score -1.447935e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -14479415.000000 Penalty: 3782.214355
	Iteration 40F: 3 clusters Score -1.447942e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -14479470.000000 Penalty: 3782.214355
	Iteration 41Q: 3 clusters Score -1.447947e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -14479527.000000 Penalty: 3782.214355
	Iteration 42Q: 3 clusters Score -1.447953e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -14479561.000000 Penalty: 3782.214355
	Iteration 43Q: 3 clusters Score -1.447956e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -14479577.000000 Penalty: 3782.214355
	Iteration 44Q: 3 clusters Score -1.447958e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109454 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -14479581.000000 Penalty: 3782.214355
	Iteration 45Q: 3 clusters Score -1.447958e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109751 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -14479570.000000 Penalty: 3782.214355
	Iteration 46Q: 3 clusters Score -1.447957e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110010 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -14479657.000000 Penalty: 3782.214355
	Iteration 47Q: 3 clusters Score -1.447966e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110231 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -14479665.000000 Penalty: 3782.214355
	Iteration 48Q: 3 clusters Score -1.447966e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -14479667.000000 Penalty: 3782.214355
	Iteration 49Q: 3 clusters Score -1.447967e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110509 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -14479637.000000 Penalty: 3782.214355
	Iteration 50Q: 3 clusters Score -1.447964e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -14479633.000000 Penalty: 3782.214355
	Iteration 51Q: 3 clusters Score -1.447963e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110701 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -14479618.000000 Penalty: 3782.214355
	Iteration 52Q: 3 clusters Score -1.447962e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -14479593.000000 Penalty: 3782.214355
	Iteration 53Q: 3 clusters Score -1.447959e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110862 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -14479599.000000 Penalty: 3782.214355
	Iteration 54Q: 3 clusters Score -1.44796e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110939 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -14479587.000000 Penalty: 3782.214355
	Iteration 55Q: 3 clusters Score -1.447959e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -14479613.000000 Penalty: 3782.214355
	Iteration 56Q: 3 clusters Score -1.447961e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111045 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -14479596.000000 Penalty: 3782.214355
	Iteration 57Q: 3 clusters Score -1.44796e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -14479590.000000 Penalty: 3782.214355
	Iteration 58Q: 3 clusters Score -1.447959e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -14479595.000000 Penalty: 3782.214355
	Iteration 59Q: 3 clusters Score -1.44796e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111141 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -14479574.000000 Penalty: 3782.214355
	Iteration 60F: 3 clusters Score -1.447957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -14479566.000000 Penalty: 3782.214355
	Iteration 61Q: 3 clusters Score -1.447957e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111181 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -14479554.000000 Penalty: 3782.214355
	Iteration 62Q: 3 clusters Score -1.447955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -14479552.000000 Penalty: 3782.214355
	Iteration 63Q: 3 clusters Score -1.447955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -14479555.000000 Penalty: 3782.214355
	Iteration 64Q: 3 clusters Score -1.447956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111231 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -14479548.000000 Penalty: 3782.214355
	Iteration 65Q: 3 clusters Score -1.447955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -14479559.000000 Penalty: 3782.214355
	Iteration 66Q: 3 clusters Score -1.447956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111251 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14479557.000000 Penalty: 3782.214355
	Iteration 67Q: 3 clusters Score -1.447956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111262 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -14479534.000000 Penalty: 3782.214355
	Iteration 68Q: 3 clusters Score -1.447953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -14479553.000000 Penalty: 3782.214355
	Iteration 69Q: 3 clusters Score -1.447955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -14479554.000000 Penalty: 3782.214355
	Iteration 70Q: 3 clusters Score -1.447955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -14479554.000000 Penalty: 3782.214355
	Iteration 71Q: 3 clusters Score -1.447955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -14479555.000000 Penalty: 3782.214355
	Iteration 72Q: 3 clusters Score -1.447956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -14479546.000000 Penalty: 3782.214355
	Iteration 73Q: 3 clusters Score -1.447955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111284 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -14479555.000000 Penalty: 3782.214355
	Iteration 74Q: 3 clusters Score -1.447956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -14479545.000000 Penalty: 3782.214355
	Iteration 75Q: 3 clusters Score -1.447954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111287 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -14479542.000000 Penalty: 3782.214355
	Iteration 76Q: 3 clusters Score -1.447954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -14479548.000000 Penalty: 3782.214355
	Iteration 77Q: 3 clusters Score -1.447955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -14479546.000000 Penalty: 3782.214355
	Iteration 78Q: 3 clusters Score -1.447955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14479551.000000 Penalty: 3782.214355
	Iteration 79Q: 3 clusters Score -1.447955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14479551.000000 Penalty: 3782.214355
	Iteration 80F: 3 clusters Score -1.447955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Entering Unmasked Estep 
Score: -3679438.250000 Penalty: 1667.154419
	Iteration 0F: 2 clusters Score -3679438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3660308.500000 Penalty: 3334.308838
	Iteration 0F: 3 clusters Score -3660308 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3667472.000000 Penalty: 3334.308838
	Iteration 1F: 3 clusters Score -3667472 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3667889.500000 Penalty: 3334.308838
	Iteration 2Q: 3 clusters Score -3667890 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3668325.500000 Penalty: 3334.308838
	Iteration 3Q: 3 clusters Score -3668326 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3668868.250000 Penalty: 3334.308838
	Iteration 4Q: 3 clusters Score -3668868 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3669517.500000 Penalty: 3334.308838
	Iteration 5Q: 3 clusters Score -3669518 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3670333.250000 Penalty: 3334.308838
	Iteration 6F: 3 clusters Score -3670333 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3671353.500000 Penalty: 3334.308838
	Iteration 7F: 3 clusters Score -3671354 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3672517.750000 Penalty: 3334.308838
	Iteration 8F: 3 clusters Score -3672518 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3673696.750000 Penalty: 3334.308838
	Iteration 9F: 3 clusters Score -3673697 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3674478.000000 Penalty: 3334.308838
	Iteration 10Q: 3 clusters Score -3674478 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3674974.750000 Penalty: 3334.308838
	Iteration 11Q: 3 clusters Score -3674975 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3675295.250000 Penalty: 3334.308838
	Iteration 12Q: 3 clusters Score -3675295 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3675540.500000 Penalty: 3334.308838
	Iteration 13Q: 3 clusters Score -3675540 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3675757.000000 Penalty: 3334.308838
	Iteration 14Q: 3 clusters Score -3675757 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3675939.250000 Penalty: 3334.308838
	Iteration 15Q: 3 clusters Score -3675939 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3676120.000000 Penalty: 3334.308838
	Iteration 16Q: 3 clusters Score -3676120 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3676355.000000 Penalty: 3334.308838
	Iteration 17Q: 3 clusters Score -3676355 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3676601.250000 Penalty: 3334.308838
	Iteration 18Q: 3 clusters Score -3676601 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3676804.250000 Penalty: 3334.308838
	Iteration 19Q: 3 clusters Score -3676804 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3677002.000000 Penalty: 3334.308838
	Iteration 20F: 3 clusters Score -3677002 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3677177.000000 Penalty: 3334.308838
	Iteration 21Q: 3 clusters Score -3677177 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3677331.500000 Penalty: 3334.308838
	Iteration 22Q: 3 clusters Score -3677332 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3677472.250000 Penalty: 3334.308838
	Iteration 23Q: 3 clusters Score -3677472 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3677604.250000 Penalty: 3334.308838
	Iteration 24Q: 3 clusters Score -3677604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3677704.500000 Penalty: 3334.308838
	Iteration 25Q: 3 clusters Score -3677704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3677757.500000 Penalty: 3334.308838
	Iteration 26Q: 3 clusters Score -3677758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3677809.250000 Penalty: 3334.308838
	Iteration 27Q: 3 clusters Score -3677809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3677843.750000 Penalty: 3334.308838
	Iteration 28Q: 3 clusters Score -3677844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3677880.250000 Penalty: 3334.308838
	Iteration 29Q: 3 clusters Score -3677880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3677897.000000 Penalty: 3334.308838
	Iteration 30Q: 3 clusters Score -3677897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3677930.000000 Penalty: 3334.308838
	Iteration 31Q: 3 clusters Score -3677930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3677943.000000 Penalty: 3334.308838
	Iteration 32Q: 3 clusters Score -3677943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3677961.000000 Penalty: 3334.308838
	Iteration 33Q: 3 clusters Score -3677961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3677973.000000 Penalty: 3334.308838
	Iteration 34Q: 3 clusters Score -3677973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3677983.250000 Penalty: 3334.308838
	Iteration 35Q: 3 clusters Score -3677983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3677993.500000 Penalty: 3334.308838
	Iteration 36Q: 3 clusters Score -3677994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3677997.250000 Penalty: 3334.308838
	Iteration 37Q: 3 clusters Score -3677997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3677998.500000 Penalty: 3334.308838
	Iteration 38Q: 3 clusters Score -3677998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3677998.000000 Penalty: 3334.308838
	Iteration 39Q: 3 clusters Score -3677998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3678002.000000 Penalty: 3334.308838
	Iteration 40F: 3 clusters Score -3678002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3678002.000000 Penalty: 3334.308838
	Iteration 41Q: 3 clusters Score -3678002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3678006.000000 Penalty: 3334.308838
	Iteration 42Q: 3 clusters Score -3678006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3678006.000000 Penalty: 3334.308838
	Iteration 43F: 3 clusters Score -3678006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109861 members 
Entering Unmasked Estep 
Score: -14217783.000000 Penalty: 1886.132812
	Iteration 0F: 2 clusters Score -1.421778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -14153027.000000 Penalty: 3772.265625
	Iteration 0F: 3 clusters Score -1.415303e+07 nChanged 52773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -14185460.000000 Penalty: 3772.265625
	Iteration 1F: 3 clusters Score -1.418546e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -14187776.000000 Penalty: 3772.265625
	Iteration 2F: 3 clusters Score -1.418778e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -14191477.000000 Penalty: 3772.265625
	Iteration 3F: 3 clusters Score -1.419148e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -14196388.000000 Penalty: 3772.265625
	Iteration 4F: 3 clusters Score -1.419639e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -14201563.000000 Penalty: 3772.265625
	Iteration 5F: 3 clusters Score -1.420156e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -14205981.000000 Penalty: 3772.265625
	Iteration 6F: 3 clusters Score -1.420598e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92543 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -14209196.000000 Penalty: 3772.265625
	Iteration 7F: 3 clusters Score -1.42092e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -14211379.000000 Penalty: 3772.265625
	Iteration 8Q: 3 clusters Score -1.421138e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -14213236.000000 Penalty: 3772.265625
	Iteration 9Q: 3 clusters Score -1.421324e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -14214830.000000 Penalty: 3772.265625
	Iteration 10Q: 3 clusters Score -1.421483e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104607 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -14215750.000000 Penalty: 3772.265625
	Iteration 11Q: 3 clusters Score -1.421575e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -14216137.000000 Penalty: 3772.265625
	Iteration 12Q: 3 clusters Score -1.421614e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -14216303.000000 Penalty: 3772.265625
	Iteration 13Q: 3 clusters Score -1.42163e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -14216482.000000 Penalty: 3772.265625
	Iteration 14Q: 3 clusters Score -1.421648e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -14216463.000000 Penalty: 3772.265625
	Iteration 15Q: 3 clusters Score -1.421646e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -14216545.000000 Penalty: 3772.265625
	Iteration 16Q: 3 clusters Score -1.421654e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14216593.000000 Penalty: 3772.265625
	Iteration 17Q: 3 clusters Score -1.421659e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108667 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -14216591.000000 Penalty: 3772.265625
	Iteration 18Q: 3 clusters Score -1.421659e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14216579.000000 Penalty: 3772.265625
	Iteration 19Q: 3 clusters Score -1.421658e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -14216633.000000 Penalty: 3772.265625
	Iteration 20F: 3 clusters Score -1.421663e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14216647.000000 Penalty: 3772.265625
	Iteration 21Q: 3 clusters Score -1.421665e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -14216637.000000 Penalty: 3772.265625
	Iteration 22Q: 3 clusters Score -1.421664e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109029 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14216659.000000 Penalty: 3772.265625
	Iteration 23Q: 3 clusters Score -1.421666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14216684.000000 Penalty: 3772.265625
	Iteration 24Q: 3 clusters Score -1.421668e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14216648.000000 Penalty: 3772.265625
	Iteration 25Q: 3 clusters Score -1.421665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109102 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14216655.000000 Penalty: 3772.265625
	Iteration 26Q: 3 clusters Score -1.421666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -14216655.000000 Penalty: 3772.265625
	Iteration 27Q: 3 clusters Score -1.421666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109135 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -14216640.000000 Penalty: 3772.265625
	Iteration 28Q: 3 clusters Score -1.421664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109155 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14216625.000000 Penalty: 3772.265625
	Iteration 29Q: 3 clusters Score -1.421662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109174 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14216620.000000 Penalty: 3772.265625
	Iteration 30Q: 3 clusters Score -1.421662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14216623.000000 Penalty: 3772.265625
	Iteration 31Q: 3 clusters Score -1.421662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109192 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14216616.000000 Penalty: 3772.265625
	Iteration 32Q: 3 clusters Score -1.421662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14216622.000000 Penalty: 3772.265625
	Iteration 33Q: 3 clusters Score -1.421662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14216626.000000 Penalty: 3772.265625
	Iteration 34Q: 3 clusters Score -1.421663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109213 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14216618.000000 Penalty: 3772.265625
	Iteration 35Q: 3 clusters Score -1.421662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14216623.000000 Penalty: 3772.265625
	Iteration 36Q: 3 clusters Score -1.421662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14216627.000000 Penalty: 3772.265625
	Iteration 37Q: 3 clusters Score -1.421663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14216621.000000 Penalty: 3772.265625
	Iteration 38Q: 3 clusters Score -1.421662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14216616.000000 Penalty: 3772.265625
	Iteration 39Q: 3 clusters Score -1.421662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -14216630.000000 Penalty: 3772.265625
	Iteration 40F: 3 clusters Score -1.421663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14216623.000000 Penalty: 3772.265625
	Iteration 41Q: 3 clusters Score -1.421662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14216619.000000 Penalty: 3772.265625
	Iteration 42Q: 3 clusters Score -1.421662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14216617.000000 Penalty: 3772.265625
	Iteration 43Q: 3 clusters Score -1.421662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14216621.000000 Penalty: 3772.265625
	Iteration 44Q: 3 clusters Score -1.421662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14216621.000000 Penalty: 3772.265625
	Iteration 45F: 3 clusters Score -1.421662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Entering Unmasked Estep 
Score: -3637419.750000 Penalty: 1665.587402
	Iteration 0F: 2 clusters Score -3637420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3618443.250000 Penalty: 3331.174805
	Iteration 0F: 3 clusters Score -3618443 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3625805.000000 Penalty: 3331.174805
	Iteration 1F: 3 clusters Score -3625805 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3626549.000000 Penalty: 3331.174805
	Iteration 2F: 3 clusters Score -3626549 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3627515.500000 Penalty: 3331.174805
	Iteration 3F: 3 clusters Score -3627516 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3628809.000000 Penalty: 3331.174805
	Iteration 4F: 3 clusters Score -3628809 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3630569.000000 Penalty: 3331.174805
	Iteration 5F: 3 clusters Score -3630569 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3632375.000000 Penalty: 3331.174805
	Iteration 6F: 3 clusters Score -3632375 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3633763.500000 Penalty: 3331.174805
	Iteration 7F: 3 clusters Score -3633764 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3634519.250000 Penalty: 3331.174805
	Iteration 8Q: 3 clusters Score -3634519 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3634838.750000 Penalty: 3331.174805
	Iteration 9Q: 3 clusters Score -3634839 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3634988.500000 Penalty: 3331.174805
	Iteration 10Q: 3 clusters Score -3634988 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3635097.250000 Penalty: 3331.174805
	Iteration 11Q: 3 clusters Score -3635097 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3635177.500000 Penalty: 3331.174805
	Iteration 12Q: 3 clusters Score -3635178 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3635255.250000 Penalty: 3331.174805
	Iteration 13Q: 3 clusters Score -3635255 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3635335.500000 Penalty: 3331.174805
	Iteration 14Q: 3 clusters Score -3635336 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3635404.250000 Penalty: 3331.174805
	Iteration 15Q: 3 clusters Score -3635404 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3635458.000000 Penalty: 3331.174805
	Iteration 16Q: 3 clusters Score -3635458 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3635505.000000 Penalty: 3331.174805
	Iteration 17Q: 3 clusters Score -3635505 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3635568.500000 Penalty: 3331.174805
	Iteration 18Q: 3 clusters Score -3635568 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3635616.250000 Penalty: 3331.174805
	Iteration 19Q: 3 clusters Score -3635616 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3635668.250000 Penalty: 3331.174805
	Iteration 20F: 3 clusters Score -3635668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3635709.000000 Penalty: 3331.174805
	Iteration 21Q: 3 clusters Score -3635709 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3635728.500000 Penalty: 3331.174805
	Iteration 22Q: 3 clusters Score -3635728 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3635755.000000 Penalty: 3331.174805
	Iteration 23Q: 3 clusters Score -3635755 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3635770.500000 Penalty: 3331.174805
	Iteration 24Q: 3 clusters Score -3635770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3635791.500000 Penalty: 3331.174805
	Iteration 25Q: 3 clusters Score -3635792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3635809.000000 Penalty: 3331.174805
	Iteration 26Q: 3 clusters Score -3635809 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3635822.500000 Penalty: 3331.174805
	Iteration 27Q: 3 clusters Score -3635822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3635834.500000 Penalty: 3331.174805
	Iteration 28Q: 3 clusters Score -3635834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3635848.250000 Penalty: 3331.174805
	Iteration 29Q: 3 clusters Score -3635848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3635856.500000 Penalty: 3331.174805
	Iteration 30Q: 3 clusters Score -3635856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3635870.000000 Penalty: 3331.174805
	Iteration 31Q: 3 clusters Score -3635870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3635880.000000 Penalty: 3331.174805
	Iteration 32Q: 3 clusters Score -3635880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3635874.250000 Penalty: 3331.174805
	Iteration 33Q: 3 clusters Score -3635874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3635884.500000 Penalty: 3331.174805
	Iteration 34Q: 3 clusters Score -3635884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3635900.250000 Penalty: 3331.174805
	Iteration 35Q: 3 clusters Score -3635900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3635911.250000 Penalty: 3331.174805
	Iteration 36Q: 3 clusters Score -3635911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3635921.250000 Penalty: 3331.174805
	Iteration 37Q: 3 clusters Score -3635921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3635929.500000 Penalty: 3331.174805
	Iteration 38Q: 3 clusters Score -3635930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3635939.000000 Penalty: 3331.174805
	Iteration 39Q: 3 clusters Score -3635939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3635944.750000 Penalty: 3331.174805
	Iteration 40F: 3 clusters Score -3635945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3635953.250000 Penalty: 3331.174805
	Iteration 41Q: 3 clusters Score -3635953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3635958.000000 Penalty: 3331.174805
	Iteration 42Q: 3 clusters Score -3635958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3635964.000000 Penalty: 3331.174805
	Iteration 43Q: 3 clusters Score -3635964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3635966.000000 Penalty: 3331.174805
	Iteration 44Q: 3 clusters Score -3635966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3635970.500000 Penalty: 3331.174805
	Iteration 45Q: 3 clusters Score -3635970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3635984.750000 Penalty: 3331.174805
	Iteration 46Q: 3 clusters Score -3635985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3635992.000000 Penalty: 3331.174805
	Iteration 47Q: 3 clusters Score -3635992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3635998.250000 Penalty: 3331.174805
	Iteration 48Q: 3 clusters Score -3635998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3636006.000000 Penalty: 3331.174805
	Iteration 49Q: 3 clusters Score -3636006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3636016.250000 Penalty: 3331.174805
	Iteration 50Q: 3 clusters Score -3636016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3636018.000000 Penalty: 3331.174805
	Iteration 51Q: 3 clusters Score -3636018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3636023.250000 Penalty: 3331.174805
	Iteration 52Q: 3 clusters Score -3636023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3636021.500000 Penalty: 3331.174805
	Iteration 53Q: 3 clusters Score -3636022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3636018.500000 Penalty: 3331.174805
	Iteration 54Q: 3 clusters Score -3636018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3636021.500000 Penalty: 3331.174805
	Iteration 55Q: 3 clusters Score -3636022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3636021.000000 Penalty: 3331.174805
	Iteration 56Q: 3 clusters Score -3636021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3636021.250000 Penalty: 3331.174805
	Iteration 57Q: 3 clusters Score -3636021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3636027.750000 Penalty: 3331.174805
	Iteration 58Q: 3 clusters Score -3636028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3636030.250000 Penalty: 3331.174805
	Iteration 59Q: 3 clusters Score -3636030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3636030.250000 Penalty: 3331.174805
	Iteration 60F: 3 clusters Score -3636030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3636034.250000 Penalty: 3331.174805
	Iteration 61Q: 3 clusters Score -3636034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3636031.750000 Penalty: 3331.174805
	Iteration 62Q: 3 clusters Score -3636032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3636033.500000 Penalty: 3331.174805
	Iteration 63Q: 3 clusters Score -3636034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3636037.250000 Penalty: 3331.174805
	Iteration 64Q: 3 clusters Score -3636037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3636038.250000 Penalty: 3331.174805
	Iteration 65Q: 3 clusters Score -3636038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3636042.000000 Penalty: 3331.174805
	Iteration 66Q: 3 clusters Score -3636042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3636041.250000 Penalty: 3331.174805
	Iteration 67Q: 3 clusters Score -3636041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3636045.750000 Penalty: 3331.174805
	Iteration 68Q: 3 clusters Score -3636046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3636048.750000 Penalty: 3331.174805
	Iteration 69Q: 3 clusters Score -3636049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3636050.250000 Penalty: 3331.174805
	Iteration 70Q: 3 clusters Score -3636050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3636053.250000 Penalty: 3331.174805
	Iteration 71Q: 3 clusters Score -3636053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3636049.500000 Penalty: 3331.174805
	Iteration 72Q: 3 clusters Score -3636050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3636053.500000 Penalty: 3331.174805
	Iteration 73Q: 3 clusters Score -3636054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3636051.750000 Penalty: 3331.174805
	Iteration 74Q: 3 clusters Score -3636052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3636053.000000 Penalty: 3331.174805
	Iteration 75Q: 3 clusters Score -3636053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3636052.750000 Penalty: 3331.174805
	Iteration 76Q: 3 clusters Score -3636053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3636053.250000 Penalty: 3331.174805
	Iteration 77Q: 3 clusters Score -3636053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3636053.250000 Penalty: 3331.174805
	Iteration 78F: 3 clusters Score -3636053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Entering Unmasked Estep 
Score: -6708821.500000 Penalty: 1767.470947
	Iteration 0F: 2 clusters Score -6708822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -6673687.500000 Penalty: 3534.941895
	Iteration 0F: 3 clusters Score -6673688 nChanged 24854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -6687811.500000 Penalty: 3534.941895
	Iteration 1F: 3 clusters Score -6687812 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -6688541.000000 Penalty: 3534.941895
	Iteration 2Q: 3 clusters Score -6688541 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -6689604.000000 Penalty: 3534.941895
	Iteration 3Q: 3 clusters Score -6689604 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -6691192.500000 Penalty: 3534.941895
	Iteration 4F: 3 clusters Score -6691192 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -6693580.500000 Penalty: 3534.941895
	Iteration 5F: 3 clusters Score -6693580 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -6696785.500000 Penalty: 3534.941895
	Iteration 6F: 3 clusters Score -6696786 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -6700117.000000 Penalty: 3534.941895
	Iteration 7F: 3 clusters Score -6700117 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -6702639.000000 Penalty: 3534.941895
	Iteration 8F: 3 clusters Score -6702639 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -6704175.500000 Penalty: 3534.941895
	Iteration 9Q: 3 clusters Score -6704176 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -6704926.000000 Penalty: 3534.941895
	Iteration 10Q: 3 clusters Score -6704926 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -6705322.000000 Penalty: 3534.941895
	Iteration 11Q: 3 clusters Score -6705322 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -6705676.500000 Penalty: 3534.941895
	Iteration 12Q: 3 clusters Score -6705676 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -6705937.000000 Penalty: 3534.941895
	Iteration 13Q: 3 clusters Score -6705937 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -6706162.000000 Penalty: 3534.941895
	Iteration 14Q: 3 clusters Score -6706162 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6706410.500000 Penalty: 3534.941895
	Iteration 15Q: 3 clusters Score -6706410 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6706588.000000 Penalty: 3534.941895
	Iteration 16Q: 3 clusters Score -6706588 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -6706760.500000 Penalty: 3534.941895
	Iteration 17Q: 3 clusters Score -6706760 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -6706903.000000 Penalty: 3534.941895
	Iteration 18Q: 3 clusters Score -6706903 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -6707024.000000 Penalty: 3534.941895
	Iteration 19Q: 3 clusters Score -6707024 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6707137.500000 Penalty: 3534.941895
	Iteration 20F: 3 clusters Score -6707138 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6707231.000000 Penalty: 3534.941895
	Iteration 21Q: 3 clusters Score -6707231 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6707259.500000 Penalty: 3534.941895
	Iteration 22Q: 3 clusters Score -6707260 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6707322.000000 Penalty: 3534.941895
	Iteration 23Q: 3 clusters Score -6707322 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6707380.500000 Penalty: 3534.941895
	Iteration 24Q: 3 clusters Score -6707380 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6707391.500000 Penalty: 3534.941895
	Iteration 25Q: 3 clusters Score -6707392 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6707445.000000 Penalty: 3534.941895
	Iteration 26Q: 3 clusters Score -6707445 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6707481.500000 Penalty: 3534.941895
	Iteration 27Q: 3 clusters Score -6707482 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6707508.000000 Penalty: 3534.941895
	Iteration 28Q: 3 clusters Score -6707508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6707526.500000 Penalty: 3534.941895
	Iteration 29Q: 3 clusters Score -6707526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6707542.000000 Penalty: 3534.941895
	Iteration 30Q: 3 clusters Score -6707542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6707550.000000 Penalty: 3534.941895
	Iteration 31Q: 3 clusters Score -6707550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6707558.000000 Penalty: 3534.941895
	Iteration 32Q: 3 clusters Score -6707558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6707572.500000 Penalty: 3534.941895
	Iteration 33Q: 3 clusters Score -6707572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6707571.500000 Penalty: 3534.941895
	Iteration 34Q: 3 clusters Score -6707572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6707578.000000 Penalty: 3534.941895
	Iteration 35Q: 3 clusters Score -6707578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6707599.000000 Penalty: 3534.941895
	Iteration 36Q: 3 clusters Score -6707599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6707607.000000 Penalty: 3534.941895
	Iteration 37Q: 3 clusters Score -6707607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6707615.000000 Penalty: 3534.941895
	Iteration 38Q: 3 clusters Score -6707615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6707620.500000 Penalty: 3534.941895
	Iteration 39Q: 3 clusters Score -6707620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6707619.500000 Penalty: 3534.941895
	Iteration 40F: 3 clusters Score -6707620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6707630.500000 Penalty: 3534.941895
	Iteration 41Q: 3 clusters Score -6707630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6707639.500000 Penalty: 3534.941895
	Iteration 42Q: 3 clusters Score -6707640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6707645.500000 Penalty: 3534.941895
	Iteration 43Q: 3 clusters Score -6707646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6707659.500000 Penalty: 3534.941895
	Iteration 44Q: 3 clusters Score -6707660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6707663.500000 Penalty: 3534.941895
	Iteration 45Q: 3 clusters Score -6707664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6707662.500000 Penalty: 3534.941895
	Iteration 46Q: 3 clusters Score -6707662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6707660.000000 Penalty: 3534.941895
	Iteration 47Q: 3 clusters Score -6707660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6707657.500000 Penalty: 3534.941895
	Iteration 48Q: 3 clusters Score -6707658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6707655.500000 Penalty: 3534.941895
	Iteration 49Q: 3 clusters Score -6707656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6707653.500000 Penalty: 3534.941895
	Iteration 50Q: 3 clusters Score -6707654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6707652.000000 Penalty: 3534.941895
	Iteration 51Q: 3 clusters Score -6707652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6707665.000000 Penalty: 3534.941895
	Iteration 52Q: 3 clusters Score -6707665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6707658.000000 Penalty: 3534.941895
	Iteration 53Q: 3 clusters Score -6707658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6707661.000000 Penalty: 3534.941895
	Iteration 54Q: 3 clusters Score -6707661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6707662.000000 Penalty: 3534.941895
	Iteration 55Q: 3 clusters Score -6707662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6707661.500000 Penalty: 3534.941895
	Iteration 56Q: 3 clusters Score -6707662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6707667.500000 Penalty: 3534.941895
	Iteration 57Q: 3 clusters Score -6707668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6707669.000000 Penalty: 3534.941895
	Iteration 58Q: 3 clusters Score -6707669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6707666.500000 Penalty: 3534.941895
	Iteration 59Q: 3 clusters Score -6707666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6707667.500000 Penalty: 3534.941895
	Iteration 60F: 3 clusters Score -6707668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6707667.000000 Penalty: 3534.941895
	Iteration 61Q: 3 clusters Score -6707667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6707667.000000 Penalty: 3534.941895
	Iteration 62F: 3 clusters Score -6707667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Entering Unmasked Estep 
Score: -424322.500000 Penalty: 1314.540894
	Iteration 0F: 2 clusters Score -424322.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -421424.593750 Penalty: 2629.081787
	Iteration 0F: 3 clusters Score -421424.6 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -422154.656250 Penalty: 2629.081787
	Iteration 1F: 3 clusters Score -422154.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -422304.343750 Penalty: 2629.081787
	Iteration 2F: 3 clusters Score -422304.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -422397.468750 Penalty: 2629.081787
	Iteration 3F: 3 clusters Score -422397.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -422450.781250 Penalty: 2629.081787
	Iteration 4Q: 3 clusters Score -422450.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -422486.531250 Penalty: 2629.081787
	Iteration 5Q: 3 clusters Score -422486.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -422508.812500 Penalty: 2629.081787
	Iteration 6Q: 3 clusters Score -422508.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -422523.531250 Penalty: 2629.081787
	Iteration 7Q: 3 clusters Score -422523.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -422532.343750 Penalty: 2629.081787
	Iteration 8Q: 3 clusters Score -422532.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -422538.718750 Penalty: 2629.081787
	Iteration 9Q: 3 clusters Score -422538.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -422542.593750 Penalty: 2629.081787
	Iteration 10Q: 3 clusters Score -422542.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -422546.000000 Penalty: 2629.081787
	Iteration 11Q: 3 clusters Score -422546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -422550.343750 Penalty: 2629.081787
	Iteration 12Q: 3 clusters Score -422550.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -422553.812500 Penalty: 2629.081787
	Iteration 13Q: 3 clusters Score -422553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -422555.593750 Penalty: 2629.081787
	Iteration 14Q: 3 clusters Score -422555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -422556.281250 Penalty: 2629.081787
	Iteration 15Q: 3 clusters Score -422556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -422557.906250 Penalty: 2629.081787
	Iteration 16Q: 3 clusters Score -422557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -422558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -422558.125000 Penalty: 2629.081787
	Iteration 18Q: 3 clusters Score -422558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -422558.125000 Penalty: 2629.081787
	Iteration 19F: 3 clusters Score -422558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98679 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17711 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 107087 members 
Mstep: Class 10 contains 14342 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113276 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 109861 members 
Mstep: Class 17 contains 28276 members 
Mstep: Class 18 contains 52931 members 
Mstep: Class 19 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 17 clusters Score -7.282081e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98817 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 107112 members 
Mstep: Class 10 contains 14263 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113309 members 
Mstep: Class 13 contains 28568 members 
Mstep: Class 14 contains 109851 members 
Mstep: Class 17 contains 28215 members 
Mstep: Class 18 contains 52877 members 
Mstep: Class 19 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 17 clusters Score -7.282087e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 98987 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17684 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 107127 members 
Mstep: Class 10 contains 14174 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113353 members 
Mstep: Class 13 contains 28575 members 
Mstep: Class 14 contains 109841 members 
Mstep: Class 17 contains 28151 members 
Mstep: Class 18 contains 52823 members 
Mstep: Class 19 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 17 clusters Score -7.282076e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 99160 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17674 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 107140 members 
Mstep: Class 10 contains 14082 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113391 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 109831 members 
Mstep: Class 17 contains 28084 members 
Mstep: Class 18 contains 52771 members 
Mstep: Class 19 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 17 clusters Score -7.282062e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 99330 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17654 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 107140 members 
Mstep: Class 10 contains 13986 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113439 members 
Mstep: Class 13 contains 28595 members 
Mstep: Class 14 contains 109812 members 
Mstep: Class 17 contains 28028 members 
Mstep: Class 18 contains 52730 members 
Mstep: Class 19 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 17 clusters Score -7.28206e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 99517 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17636 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 107151 members 
Mstep: Class 10 contains 13878 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113482 members 
Mstep: Class 13 contains 28607 members 
Mstep: Class 14 contains 109797 members 
Mstep: Class 17 contains 27978 members 
Mstep: Class 18 contains 52669 members 
Mstep: Class 19 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 17 clusters Score -7.28205e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 99679 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17616 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 107157 members 
Mstep: Class 10 contains 13780 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113535 members 
Mstep: Class 13 contains 28631 members 
Mstep: Class 14 contains 109783 members 
Mstep: Class 17 contains 27922 members 
Mstep: Class 18 contains 52604 members 
Mstep: Class 19 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 17 clusters Score -7.282055e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 99844 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17605 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 107164 members 
Mstep: Class 10 contains 13695 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113582 members 
Mstep: Class 13 contains 28647 members 
Mstep: Class 14 contains 109769 members 
Mstep: Class 17 contains 27864 members 
Mstep: Class 18 contains 52534 members 
Mstep: Class 19 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 17 clusters Score -7.28205e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 99991 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17594 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 107160 members 
Mstep: Class 10 contains 13590 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113668 members 
Mstep: Class 13 contains 28666 members 
Mstep: Class 14 contains 109758 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 18 contains 52451 members 
Mstep: Class 19 contains 3270 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 17 clusters Score -7.282043e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 100141 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17574 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 107156 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113785 members 
Mstep: Class 13 contains 28681 members 
Mstep: Class 14 contains 109749 members 
Mstep: Class 17 contains 27771 members 
Mstep: Class 18 contains 52354 members 
Mstep: Class 19 contains 3273 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 17 clusters Score -7.282062e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 100301 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17554 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 107150 members 
Mstep: Class 10 contains 13386 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113887 members 
Mstep: Class 13 contains 28703 members 
Mstep: Class 14 contains 109729 members 
Mstep: Class 17 contains 27722 members 
Mstep: Class 18 contains 52263 members 
Mstep: Class 19 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 17 clusters Score -7.282048e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 100458 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17539 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 107133 members 
Mstep: Class 10 contains 13300 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 113998 members 
Mstep: Class 13 contains 28733 members 
Mstep: Class 14 contains 109707 members 
Mstep: Class 17 contains 27670 members 
Mstep: Class 18 contains 52153 members 
Mstep: Class 19 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 17 clusters Score -7.28204e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 100589 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17518 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 107156 members 
Mstep: Class 10 contains 13218 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114110 members 
Mstep: Class 13 contains 28750 members 
Mstep: Class 14 contains 109681 members 
Mstep: Class 17 contains 27611 members 
Mstep: Class 18 contains 52056 members 
Mstep: Class 19 contains 3276 members 
Entering Unmasked Estep 
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Iteration 171Q: 17 clusters Score -7.282018e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 100761 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 107162 members 
Mstep: Class 10 contains 13153 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114207 members 
Mstep: Class 13 contains 28758 members 
Mstep: Class 14 contains 109667 members 
Mstep: Class 17 contains 27544 members 
Mstep: Class 18 contains 51941 members 
Mstep: Class 19 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 17 clusters Score -7.281998e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 100959 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17477 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 107182 members 
Mstep: Class 10 contains 13078 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114278 members 
Mstep: Class 13 contains 28775 members 
Mstep: Class 14 contains 109648 members 
Mstep: Class 17 contains 27469 members 
Mstep: Class 18 contains 51818 members 
Mstep: Class 19 contains 3286 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 17 clusters Score -7.281981e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 101157 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17451 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 107209 members 
Mstep: Class 10 contains 13003 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114318 members 
Mstep: Class 13 contains 28804 members 
Mstep: Class 14 contains 109638 members 
Mstep: Class 17 contains 27389 members 
Mstep: Class 18 contains 51714 members 
Mstep: Class 19 contains 3291 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 17 clusters Score -7.281967e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 101360 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17435 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 107238 members 
Mstep: Class 10 contains 12924 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114358 members 
Mstep: Class 13 contains 28830 members 
Mstep: Class 14 contains 109637 members 
Mstep: Class 17 contains 27296 members 
Mstep: Class 18 contains 51603 members 
Mstep: Class 19 contains 3294 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 17 clusters Score -7.281959e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 101545 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17422 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 107311 members 
Mstep: Class 10 contains 12846 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114379 members 
Mstep: Class 13 contains 28873 members 
Mstep: Class 14 contains 109620 members 
Mstep: Class 17 contains 27219 members 
Mstep: Class 18 contains 51462 members 
Mstep: Class 19 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 17 clusters Score -7.281936e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 101734 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 107386 members 
Mstep: Class 10 contains 12789 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114398 members 
Mstep: Class 13 contains 28895 members 
Mstep: Class 14 contains 109610 members 
Mstep: Class 17 contains 27136 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 17 clusters Score -7.281937e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 101914 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17396 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 107451 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114405 members 
Mstep: Class 13 contains 28919 members 
Mstep: Class 14 contains 109599 members 
Mstep: Class 17 contains 27056 members 
Mstep: Class 18 contains 51204 members 
Mstep: Class 19 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 17 clusters Score -7.281926e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 102103 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17382 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 107515 members 
Mstep: Class 10 contains 12679 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114417 members 
Mstep: Class 13 contains 28946 members 
Mstep: Class 14 contains 109592 members 
Mstep: Class 17 contains 26970 members 
Mstep: Class 18 contains 51074 members 
Mstep: Class 19 contains 3294 members 
Entering Unmasked Estep 
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Iteration 179Q: 17 clusters Score -7.281926e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 102247 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17364 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 107579 members 
Mstep: Class 10 contains 12626 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114439 members 
Mstep: Class 13 contains 28977 members 
Mstep: Class 14 contains 109589 members 
Mstep: Class 17 contains 26880 members 
Mstep: Class 18 contains 50972 members 
Mstep: Class 19 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 17 clusters Score -7.281911e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 102381 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17358 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 107629 members 
Mstep: Class 10 contains 12566 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114478 members 
Mstep: Class 13 contains 29022 members 
Mstep: Class 14 contains 109588 members 
Mstep: Class 17 contains 26790 members 
Mstep: Class 18 contains 50853 members 
Mstep: Class 19 contains 3310 members 
Entering Unmasked Estep 
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Iteration 181Q: 17 clusters Score -7.281916e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 102520 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17357 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 107680 members 
Mstep: Class 10 contains 12504 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114531 members 
Mstep: Class 13 contains 29067 members 
Mstep: Class 14 contains 109585 members 
Mstep: Class 17 contains 26680 members 
Mstep: Class 18 contains 50738 members 
Mstep: Class 19 contains 3315 members 
Entering Unmasked Estep 
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Iteration 182Q: 17 clusters Score -7.281892e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 102685 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17341 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 107710 members 
Mstep: Class 10 contains 12448 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114592 members 
Mstep: Class 13 contains 29110 members 
Mstep: Class 14 contains 109585 members 
Mstep: Class 17 contains 26565 members 
Mstep: Class 18 contains 50616 members 
Mstep: Class 19 contains 3321 members 
Entering Unmasked Estep 
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Iteration 183Q: 17 clusters Score -7.28187e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 102821 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17324 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 107751 members 
Mstep: Class 10 contains 12396 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114658 members 
Mstep: Class 13 contains 29138 members 
Mstep: Class 14 contains 109582 members 
Mstep: Class 17 contains 26461 members 
Mstep: Class 18 contains 50515 members 
Mstep: Class 19 contains 3326 members 
Entering Unmasked Estep 
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Iteration 184Q: 17 clusters Score -7.281855e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 102937 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17310 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 107805 members 
Mstep: Class 10 contains 12360 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114716 members 
Mstep: Class 13 contains 29170 members 
Mstep: Class 14 contains 109574 members 
Mstep: Class 17 contains 26341 members 
Mstep: Class 18 contains 50428 members 
Mstep: Class 19 contains 3329 members 
Entering Unmasked Estep 
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Iteration 185Q: 17 clusters Score -7.281847e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103072 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17302 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 107870 members 
Mstep: Class 10 contains 12318 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114770 members 
Mstep: Class 13 contains 29202 members 
Mstep: Class 14 contains 109568 members 
Mstep: Class 17 contains 26201 members 
Mstep: Class 18 contains 50333 members 
Mstep: Class 19 contains 3333 members 
Entering Unmasked Estep 
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Iteration 186Q: 17 clusters Score -7.281846e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103223 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17291 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 107914 members 
Mstep: Class 10 contains 12299 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114816 members 
Mstep: Class 13 contains 29236 members 
Mstep: Class 14 contains 109567 members 
Mstep: Class 17 contains 26070 members 
Mstep: Class 18 contains 50223 members 
Mstep: Class 19 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 17 clusters Score -7.281836e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103362 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17283 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 107950 members 
Mstep: Class 10 contains 12278 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114858 members 
Mstep: Class 13 contains 29270 members 
Mstep: Class 14 contains 109564 members 
Mstep: Class 17 contains 25951 members 
Mstep: Class 18 contains 50122 members 
Mstep: Class 19 contains 3331 members 
Entering Unmasked Estep 
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Iteration 188Q: 17 clusters Score -7.281813e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103480 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17273 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 107975 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114903 members 
Mstep: Class 13 contains 29299 members 
Mstep: Class 14 contains 109563 members 
Mstep: Class 17 contains 25850 members 
Mstep: Class 18 contains 50029 members 
Mstep: Class 19 contains 3330 members 
Entering Unmasked Estep 
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Iteration 189Q: 17 clusters Score -7.281806e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103578 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17259 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 108012 members 
Mstep: Class 10 contains 12234 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114952 members 
Mstep: Class 13 contains 29335 members 
Mstep: Class 14 contains 109556 members 
Mstep: Class 17 contains 25756 members 
Mstep: Class 18 contains 49949 members 
Mstep: Class 19 contains 3337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818016.000000 Penalty: 34500.488281
Iteration 190Q: 17 clusters Score -7.281802e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103679 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17243 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 108036 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114990 members 
Mstep: Class 13 contains 29383 members 
Mstep: Class 14 contains 109556 members 
Mstep: Class 17 contains 25675 members 
Mstep: Class 18 contains 49863 members 
Mstep: Class 19 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818008.000000 Penalty: 34500.488281
Iteration 191Q: 17 clusters Score -7.281801e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103798 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17230 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 108060 members 
Mstep: Class 10 contains 12165 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115015 members 
Mstep: Class 13 contains 29423 members 
Mstep: Class 14 contains 109552 members 
Mstep: Class 17 contains 25578 members 
Mstep: Class 18 contains 49804 members 
Mstep: Class 19 contains 3340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818016.000000 Penalty: 34500.488281
Iteration 192Q: 17 clusters Score -7.281802e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103908 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17216 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 108097 members 
Mstep: Class 10 contains 12130 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115031 members 
Mstep: Class 13 contains 29463 members 
Mstep: Class 14 contains 109549 members 
Mstep: Class 17 contains 25489 members 
Mstep: Class 18 contains 49744 members 
Mstep: Class 19 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817800.000000 Penalty: 34500.488281
Iteration 193Q: 17 clusters Score -7.28178e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104029 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17208 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 108132 members 
Mstep: Class 10 contains 12089 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115057 members 
Mstep: Class 13 contains 29495 members 
Mstep: Class 14 contains 109548 members 
Mstep: Class 17 contains 25389 members 
Mstep: Class 18 contains 49679 members 
Mstep: Class 19 contains 3339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817768.000000 Penalty: 34500.488281
Iteration 194Q: 17 clusters Score -7.281777e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104161 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17200 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 108181 members 
Mstep: Class 10 contains 12050 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115072 members 
Mstep: Class 13 contains 29527 members 
Mstep: Class 14 contains 109537 members 
Mstep: Class 17 contains 25289 members 
Mstep: Class 18 contains 49605 members 
Mstep: Class 19 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817560.000000 Penalty: 34500.488281
Iteration 195Q: 17 clusters Score -7.281756e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104244 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17196 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108228 members 
Mstep: Class 10 contains 12014 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115091 members 
Mstep: Class 13 contains 29563 members 
Mstep: Class 14 contains 109532 members 
Mstep: Class 17 contains 25211 members 
Mstep: Class 18 contains 49535 members 
Mstep: Class 19 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817376.000000 Penalty: 34500.488281
Iteration 196Q: 17 clusters Score -7.281738e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104346 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17191 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108259 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115113 members 
Mstep: Class 13 contains 29592 members 
Mstep: Class 14 contains 109530 members 
Mstep: Class 17 contains 25130 members 
Mstep: Class 18 contains 49468 members 
Mstep: Class 19 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817400.000000 Penalty: 34500.488281
Iteration 197Q: 17 clusters Score -7.28174e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104462 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17184 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108273 members 
Mstep: Class 10 contains 11959 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115163 members 
Mstep: Class 13 contains 29616 members 
Mstep: Class 14 contains 109523 members 
Mstep: Class 17 contains 25040 members 
Mstep: Class 18 contains 49388 members 
Mstep: Class 19 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817296.000000 Penalty: 34500.488281
Iteration 198Q: 17 clusters Score -7.28173e+07 nChanged 436
Entering ConstructFrom: 
Score: -72817296.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -76019.156250 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -76019.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74831.359375 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -74831.36 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75113.757812 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -75113.76 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -75333.640625 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -75333.64 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75538.421875 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -75538.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75703.539062 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -75703.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -75875.445312 Penalty: 2154.542969
	Iteration 5F: 3 clusters Score -75875.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -76005.843750 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -76005.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -76067.617188 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -76067.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -76131.109375 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -76131.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76162.289062 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -76162.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76181.007812 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -76181.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76186.906250 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -76186.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76193.375000 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -76193.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -76194.132812 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -76194.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76194.664062 Penalty: 2154.542969
	Iteration 14Q: 3 clusters Score -76194.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76194.664062 Penalty: 2154.542969
	Iteration 15F: 3 clusters Score -76194.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104590 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17176 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108266 members 
Mstep: Class 10 contains 11936 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115198 members 
Mstep: Class 13 contains 29644 members 
Mstep: Class 14 contains 109526 members 
Mstep: Class 17 contains 24943 members 
Mstep: Class 18 contains 49325 members 
Mstep: Class 19 contains 3357 members 
Entering Unmasked Estep 
Score: -72816288.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72817296.000000 to -72816288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -62229.289062 Penalty: 1038.414062
	Iteration 0F: 2 clusters Score -62229.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61304.886719 Penalty: 2076.828125
	Iteration 0F: 3 clusters Score -61304.89 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61872.605469 Penalty: 2076.828125
	Iteration 1F: 3 clusters Score -61872.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62067.335938 Penalty: 2076.828125
	Iteration 2F: 3 clusters Score -62067.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62263.070312 Penalty: 2076.828125
	Iteration 3Q: 3 clusters Score -62263.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62360.101562 Penalty: 2076.828125
	Iteration 4Q: 3 clusters Score -62360.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62457.675781 Penalty: 2076.828125
	Iteration 5Q: 3 clusters Score -62457.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62534.789062 Penalty: 2076.828125
	Iteration 6Q: 3 clusters Score -62534.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62590.546875 Penalty: 2076.828125
	Iteration 7Q: 3 clusters Score -62590.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62639.328125 Penalty: 2076.828125
	Iteration 8Q: 3 clusters Score -62639.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62681.121094 Penalty: 2076.828125
	Iteration 9Q: 3 clusters Score -62681.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62705.843750 Penalty: 2076.828125
	Iteration 10Q: 3 clusters Score -62705.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62711.324219 Penalty: 2076.828125
	Iteration 11Q: 3 clusters Score -62711.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62713.613281 Penalty: 2076.828125
	Iteration 12F: 3 clusters Score -62713.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62724.648438 Penalty: 2076.828125
	Iteration 13Q: 3 clusters Score -62724.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62724.648438 Penalty: 2076.828125
	Iteration 14F: 3 clusters Score -62724.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 347 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104590 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17176 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108266 members 
Mstep: Class 10 contains 11936 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115198 members 
Mstep: Class 13 contains 29644 members 
Mstep: Class 14 contains 109526 members 
Mstep: Class 17 contains 24943 members 
Mstep: Class 18 contains 49325 members 
Mstep: Class 19 contains 3357 members 
Entering Unmasked Estep 
Score: -72816536.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72817296.000000 to -72816536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36810.437500 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36810.44 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37486.656250 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37486.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37872.937500 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37872.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38073.906250 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -38073.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38151.773438 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -38151.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38214.910156 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -38214.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38267.910156 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38267.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38288.378906 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38288.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38289.644531 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38289.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38296.289062 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38296.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38296.589844 Penalty: 2024.906494
	Iteration 10F: 3 clusters Score -38296.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38307.406250 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38307.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38315.222656 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -38315.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38315.863281 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -38315.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38315.863281 Penalty: 2024.906494
	Iteration 14F: 3 clusters Score -38315.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 104590 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17176 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108266 members 
Mstep: Class 10 contains 11936 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115198 members 
Mstep: Class 13 contains 29644 members 
Mstep: Class 14 contains 109526 members 
Mstep: Class 17 contains 24943 members 
Mstep: Class 18 contains 49325 members 
Mstep: Class 19 contains 3357 members 
Entering Unmasked Estep 
Score: -72816744.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72817296.000000 to -72816744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (104590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Entering Unmasked Estep 
Score: -13333071.000000 Penalty: 1878.143066
	Iteration 0F: 2 clusters Score -1.333307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -13264888.000000 Penalty: 3756.286133
	Iteration 0F: 3 clusters Score -1.326489e+07 nChanged 49817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -13293085.000000 Penalty: 3756.286133
	Iteration 1F: 3 clusters Score -1.329308e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -13293652.000000 Penalty: 3756.286133
	Iteration 2Q: 3 clusters Score -1.329365e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -13294290.000000 Penalty: 3756.286133
	Iteration 3Q: 3 clusters Score -1.329429e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -13295239.000000 Penalty: 3756.286133
	Iteration 4Q: 3 clusters Score -1.329524e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -13296904.000000 Penalty: 3756.286133
	Iteration 5Q: 3 clusters Score -1.32969e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -13300500.000000 Penalty: 3756.286133
	Iteration 6F: 3 clusters Score -1.33005e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -13306855.000000 Penalty: 3756.286133
	Iteration 7F: 3 clusters Score -1.330686e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -13315880.000000 Penalty: 3756.286133
	Iteration 8F: 3 clusters Score -1.331588e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -13324407.000000 Penalty: 3756.286133
	Iteration 9F: 3 clusters Score -1.332441e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101707 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -13328974.000000 Penalty: 3756.286133
	Iteration 10Q: 3 clusters Score -1.332897e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103614 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13330559.000000 Penalty: 3756.286133
	Iteration 11Q: 3 clusters Score -1.333056e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13331076.000000 Penalty: 3756.286133
	Iteration 12Q: 3 clusters Score -1.333108e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104302 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13331239.000000 Penalty: 3756.286133
	Iteration 13Q: 3 clusters Score -1.333124e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -13331297.000000 Penalty: 3756.286133
	Iteration 14Q: 3 clusters Score -1.33313e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104384 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13331334.000000 Penalty: 3756.286133
	Iteration 15Q: 3 clusters Score -1.333133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13331369.000000 Penalty: 3756.286133
	Iteration 16Q: 3 clusters Score -1.333137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13331386.000000 Penalty: 3756.286133
	Iteration 17Q: 3 clusters Score -1.333139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13331394.000000 Penalty: 3756.286133
	Iteration 18Q: 3 clusters Score -1.333139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13331403.000000 Penalty: 3756.286133
	Iteration 19Q: 3 clusters Score -1.33314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13331406.000000 Penalty: 3756.286133
	Iteration 20F: 3 clusters Score -1.333141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13331409.000000 Penalty: 3756.286133
	Iteration 21Q: 3 clusters Score -1.333141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104420 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13331415.000000 Penalty: 3756.286133
	Iteration 22Q: 3 clusters Score -1.333142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13331414.000000 Penalty: 3756.286133
	Iteration 23Q: 3 clusters Score -1.333141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13331414.000000 Penalty: 3756.286133
	Iteration 24F: 3 clusters Score -1.333141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12144.981445 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12144.98 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12611.310547 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12611.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12794.711914 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -12794.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12870.355469 Penalty: 1877.736938
	Iteration 3F: 3 clusters Score -12870.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12962.951172 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -12962.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12984.820312 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -12984.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12992.141602 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -12992.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13023.140625 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -13023.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13027.408203 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -13027.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13032.548828 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -13032.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13033.292969 Penalty: 1877.736938
	Iteration 10Q: 3 clusters Score -13033.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13034.227539 Penalty: 1877.736938
	Iteration 11F: 3 clusters Score -13034.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13075.958984 Penalty: 1877.736938
	Iteration 12Q: 3 clusters Score -13075.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13080.141602 Penalty: 1877.736938
	Iteration 13Q: 3 clusters Score -13080.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13080.141602 Penalty: 1877.736938
	Iteration 14F: 3 clusters Score -13080.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104590 members 
Mstep: Class 5 contains 127 members 
Mstep: Class 6 contains 17176 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108266 members 
Mstep: Class 10 contains 11936 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115198 members 
Mstep: Class 13 contains 29644 members 
Mstep: Class 14 contains 109526 members 
Mstep: Class 17 contains 24943 members 
Mstep: Class 18 contains 49325 members 
Mstep: Class 19 contains 3357 members 
Entering Unmasked Estep 
Score: -72816192.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72817296.000000 to -72816192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Entering Unmasked Estep 
Score: -2151429.250000 Penalty: 1584.581055
	Iteration 0F: 2 clusters Score -2151429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2139636.250000 Penalty: 3169.162109
	Iteration 0F: 3 clusters Score -2139636 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2143876.250000 Penalty: 3169.162109
	Iteration 1F: 3 clusters Score -2143876 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2144336.000000 Penalty: 3169.162109
	Iteration 2F: 3 clusters Score -2144336 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2144861.250000 Penalty: 3169.162109
	Iteration 3F: 3 clusters Score -2144861 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2145451.750000 Penalty: 3169.162109
	Iteration 4F: 3 clusters Score -2145452 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2146118.500000 Penalty: 3169.162109
	Iteration 5F: 3 clusters Score -2146118 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2146849.750000 Penalty: 3169.162109
	Iteration 6F: 3 clusters Score -2146850 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2147447.750000 Penalty: 3169.162109
	Iteration 7F: 3 clusters Score -2147448 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2147785.000000 Penalty: 3169.162109
	Iteration 8Q: 3 clusters Score -2147785 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2147941.500000 Penalty: 3169.162109
	Iteration 9Q: 3 clusters Score -2147942 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2148029.500000 Penalty: 3169.162109
	Iteration 10Q: 3 clusters Score -2148030 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2148074.000000 Penalty: 3169.162109
	Iteration 11Q: 3 clusters Score -2148074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2148101.250000 Penalty: 3169.162109
	Iteration 12Q: 3 clusters Score -2148101 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2148120.750000 Penalty: 3169.162109
	Iteration 13Q: 3 clusters Score -2148121 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2148138.750000 Penalty: 3169.162109
	Iteration 14Q: 3 clusters Score -2148139 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2148154.250000 Penalty: 3169.162109
	Iteration 15Q: 3 clusters Score -2148154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2148172.750000 Penalty: 3169.162109
	Iteration 16Q: 3 clusters Score -2148173 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2148180.000000 Penalty: 3169.162109
	Iteration 17Q: 3 clusters Score -2148180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2148193.000000 Penalty: 3169.162109
	Iteration 18Q: 3 clusters Score -2148193 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2148215.000000 Penalty: 3169.162109
	Iteration 19Q: 3 clusters Score -2148215 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2148226.500000 Penalty: 3169.162109
	Iteration 20F: 3 clusters Score -2148226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2148249.750000 Penalty: 3169.162109
	Iteration 21Q: 3 clusters Score -2148250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2148286.750000 Penalty: 3169.162109
	Iteration 22Q: 3 clusters Score -2148287 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2148332.250000 Penalty: 3169.162109
	Iteration 23Q: 3 clusters Score -2148332 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2148388.000000 Penalty: 3169.162109
	Iteration 24Q: 3 clusters Score -2148388 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2148489.000000 Penalty: 3169.162109
	Iteration 25Q: 3 clusters Score -2148489 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2148630.750000 Penalty: 3169.162109
	Iteration 26Q: 3 clusters Score -2148631 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2148844.250000 Penalty: 3169.162109
	Iteration 27Q: 3 clusters Score -2148844 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2149211.750000 Penalty: 3169.162109
	Iteration 28Q: 3 clusters Score -2149212 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2149620.750000 Penalty: 3169.162109
	Iteration 29Q: 3 clusters Score -2149621 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2149912.250000 Penalty: 3169.162109
	Iteration 30Q: 3 clusters Score -2149912 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2150038.000000 Penalty: 3169.162109
	Iteration 31Q: 3 clusters Score -2150038 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2150114.500000 Penalty: 3169.162109
	Iteration 32Q: 3 clusters Score -2150114 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2150149.500000 Penalty: 3169.162109
	Iteration 33Q: 3 clusters Score -2150150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2150180.750000 Penalty: 3169.162109
	Iteration 34Q: 3 clusters Score -2150181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2150213.000000 Penalty: 3169.162109
	Iteration 35Q: 3 clusters Score -2150213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2150233.750000 Penalty: 3169.162109
	Iteration 36Q: 3 clusters Score -2150234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2150251.250000 Penalty: 3169.162109
	Iteration 37Q: 3 clusters Score -2150251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2150267.250000 Penalty: 3169.162109
	Iteration 38Q: 3 clusters Score -2150267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2150276.000000 Penalty: 3169.162109
	Iteration 39Q: 3 clusters Score -2150276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2150284.500000 Penalty: 3169.162109
	Iteration 40F: 3 clusters Score -2150284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2150298.000000 Penalty: 3169.162109
	Iteration 41Q: 3 clusters Score -2150298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2150307.750000 Penalty: 3169.162109
	Iteration 42Q: 3 clusters Score -2150308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2150316.750000 Penalty: 3169.162109
	Iteration 43Q: 3 clusters Score -2150317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2150327.250000 Penalty: 3169.162109
	Iteration 44Q: 3 clusters Score -2150327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2150334.250000 Penalty: 3169.162109
	Iteration 45Q: 3 clusters Score -2150334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2150337.250000 Penalty: 3169.162109
	Iteration 46Q: 3 clusters Score -2150337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2150346.750000 Penalty: 3169.162109
	Iteration 47Q: 3 clusters Score -2150347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2150347.000000 Penalty: 3169.162109
	Iteration 48Q: 3 clusters Score -2150347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2150351.750000 Penalty: 3169.162109
	Iteration 49Q: 3 clusters Score -2150352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2150358.000000 Penalty: 3169.162109
	Iteration 50Q: 3 clusters Score -2150358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2150359.250000 Penalty: 3169.162109
	Iteration 51Q: 3 clusters Score -2150359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2150362.500000 Penalty: 3169.162109
	Iteration 52Q: 3 clusters Score -2150362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2150367.000000 Penalty: 3169.162109
	Iteration 53Q: 3 clusters Score -2150367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2150367.750000 Penalty: 3169.162109
	Iteration 54Q: 3 clusters Score -2150368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2150372.500000 Penalty: 3169.162109
	Iteration 55Q: 3 clusters Score -2150372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2150371.000000 Penalty: 3169.162109
	Iteration 56Q: 3 clusters Score -2150371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2150376.750000 Penalty: 3169.162109
	Iteration 57Q: 3 clusters Score -2150377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2150373.250000 Penalty: 3169.162109
	Iteration 58Q: 3 clusters Score -2150373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2150378.000000 Penalty: 3169.162109
	Iteration 59Q: 3 clusters Score -2150378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2150377.250000 Penalty: 3169.162109
	Iteration 60F: 3 clusters Score -2150377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2150378.250000 Penalty: 3169.162109
	Iteration 61Q: 3 clusters Score -2150378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2150381.000000 Penalty: 3169.162109
	Iteration 62Q: 3 clusters Score -2150381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2150377.750000 Penalty: 3169.162109
	Iteration 63Q: 3 clusters Score -2150378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2150376.250000 Penalty: 3169.162109
	Iteration 64Q: 3 clusters Score -2150376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2150377.250000 Penalty: 3169.162109
	Iteration 65Q: 3 clusters Score -2150377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2150380.750000 Penalty: 3169.162109
	Iteration 66Q: 3 clusters Score -2150381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2150379.500000 Penalty: 3169.162109
	Iteration 67Q: 3 clusters Score -2150380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2150379.500000 Penalty: 3169.162109
	Iteration 68Q: 3 clusters Score -2150380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2150376.000000 Penalty: 3169.162109
	Iteration 69Q: 3 clusters Score -2150376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2150376.750000 Penalty: 3169.162109
	Iteration 70Q: 3 clusters Score -2150377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2150376.750000 Penalty: 3169.162109
	Iteration 71Q: 3 clusters Score -2150377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2150375.750000 Penalty: 3169.162109
	Iteration 72Q: 3 clusters Score -2150376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2150375.750000 Penalty: 3169.162109
	Iteration 73F: 3 clusters Score -2150376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -324837.687500 Penalty: 1281.732422
	Iteration 0F: 2 clusters Score -324837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322320.937500 Penalty: 2563.464844
	Iteration 0F: 3 clusters Score -322320.9 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -322900.906250 Penalty: 2563.464844
	Iteration 1F: 3 clusters Score -322900.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -323051.812500 Penalty: 2563.464844
	Iteration 2F: 3 clusters Score -323051.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -323155.281250 Penalty: 2563.464844
	Iteration 3F: 3 clusters Score -323155.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -323218.437500 Penalty: 2563.464844
	Iteration 4Q: 3 clusters Score -323218.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -323274.062500 Penalty: 2563.464844
	Iteration 5Q: 3 clusters Score -323274.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -323325.218750 Penalty: 2563.464844
	Iteration 6Q: 3 clusters Score -323325.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -323369.656250 Penalty: 2563.464844
	Iteration 7Q: 3 clusters Score -323369.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -323396.906250 Penalty: 2563.464844
	Iteration 8Q: 3 clusters Score -323396.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -323415.875000 Penalty: 2563.464844
	Iteration 9Q: 3 clusters Score -323415.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -323432.125000 Penalty: 2563.464844
	Iteration 10Q: 3 clusters Score -323432.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -323442.468750 Penalty: 2563.464844
	Iteration 11Q: 3 clusters Score -323442.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -323452.531250 Penalty: 2563.464844
	Iteration 12Q: 3 clusters Score -323452.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -323461.593750 Penalty: 2563.464844
	Iteration 13Q: 3 clusters Score -323461.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -323466.031250 Penalty: 2563.464844
	Iteration 14Q: 3 clusters Score -323466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -323472.468750 Penalty: 2563.464844
	Iteration 15Q: 3 clusters Score -323472.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -323480.812500 Penalty: 2563.464844
	Iteration 16Q: 3 clusters Score -323480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -323489.093750 Penalty: 2563.464844
	Iteration 17Q: 3 clusters Score -323489.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -323495.656250 Penalty: 2563.464844
	Iteration 18Q: 3 clusters Score -323495.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -323503.343750 Penalty: 2563.464844
	Iteration 19Q: 3 clusters Score -323503.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -323508.687500 Penalty: 2563.464844
	Iteration 20F: 3 clusters Score -323508.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -323512.562500 Penalty: 2563.464844
	Iteration 21Q: 3 clusters Score -323512.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -323517.375000 Penalty: 2563.464844
	Iteration 22Q: 3 clusters Score -323517.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -323523.500000 Penalty: 2563.464844
	Iteration 23Q: 3 clusters Score -323523.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -323527.875000 Penalty: 2563.464844
	Iteration 24Q: 3 clusters Score -323527.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -323535.000000 Penalty: 2563.464844
	Iteration 25Q: 3 clusters Score -323535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -323544.843750 Penalty: 2563.464844
	Iteration 26Q: 3 clusters Score -323544.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -323556.781250 Penalty: 2563.464844
	Iteration 27Q: 3 clusters Score -323556.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -323571.906250 Penalty: 2563.464844
	Iteration 28Q: 3 clusters Score -323571.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -323588.468750 Penalty: 2563.464844
	Iteration 29Q: 3 clusters Score -323588.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -323605.187500 Penalty: 2563.464844
	Iteration 30Q: 3 clusters Score -323605.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -323617.593750 Penalty: 2563.464844
	Iteration 31Q: 3 clusters Score -323617.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -323629.437500 Penalty: 2563.464844
	Iteration 32Q: 3 clusters Score -323629.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -323643.093750 Penalty: 2563.464844
	Iteration 33Q: 3 clusters Score -323643.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -323656.406250 Penalty: 2563.464844
	Iteration 34Q: 3 clusters Score -323656.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -323678.468750 Penalty: 2563.464844
	Iteration 35Q: 3 clusters Score -323678.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -323694.625000 Penalty: 2563.464844
	Iteration 36Q: 3 clusters Score -323694.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -323715.312500 Penalty: 2563.464844
	Iteration 37Q: 3 clusters Score -323715.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -323738.468750 Penalty: 2563.464844
	Iteration 38Q: 3 clusters Score -323738.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -323758.718750 Penalty: 2563.464844
	Iteration 39Q: 3 clusters Score -323758.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -323786.125000 Penalty: 2563.464844
	Iteration 40F: 3 clusters Score -323786.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -323813.812500 Penalty: 2563.464844
	Iteration 41Q: 3 clusters Score -323813.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -323833.906250 Penalty: 2563.464844
	Iteration 42Q: 3 clusters Score -323833.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -323859.156250 Penalty: 2563.464844
	Iteration 43Q: 3 clusters Score -323859.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -323892.500000 Penalty: 2563.464844
	Iteration 44Q: 3 clusters Score -323892.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -323921.531250 Penalty: 2563.464844
	Iteration 45Q: 3 clusters Score -323921.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -323949.218750 Penalty: 2563.464844
	Iteration 46Q: 3 clusters Score -323949.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -323972.625000 Penalty: 2563.464844
	Iteration 47Q: 3 clusters Score -323972.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -323989.312500 Penalty: 2563.464844
	Iteration 48Q: 3 clusters Score -323989.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -323998.343750 Penalty: 2563.464844
	Iteration 49Q: 3 clusters Score -323998.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -324005.062500 Penalty: 2563.464844
	Iteration 50Q: 3 clusters Score -324005.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -324012.718750 Penalty: 2563.464844
	Iteration 51Q: 3 clusters Score -324012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -324015.031250 Penalty: 2563.464844
	Iteration 52Q: 3 clusters Score -324015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -324016.156250 Penalty: 2563.464844
	Iteration 53Q: 3 clusters Score -324016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -324017.843750 Penalty: 2563.464844
	Iteration 54Q: 3 clusters Score -324017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -324021.281250 Penalty: 2563.464844
	Iteration 55Q: 3 clusters Score -324021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -324025.187500 Penalty: 2563.464844
	Iteration 56Q: 3 clusters Score -324025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -324029.406250 Penalty: 2563.464844
	Iteration 57Q: 3 clusters Score -324029.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -324039.218750 Penalty: 2563.464844
	Iteration 58Q: 3 clusters Score -324039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -324046.375000 Penalty: 2563.464844
	Iteration 59Q: 3 clusters Score -324046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -324054.375000 Penalty: 2563.464844
	Iteration 60F: 3 clusters Score -324054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -324059.281250 Penalty: 2563.464844
	Iteration 61Q: 3 clusters Score -324059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -324062.687500 Penalty: 2563.464844
	Iteration 62Q: 3 clusters Score -324062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -324063.968750 Penalty: 2563.464844
	Iteration 63Q: 3 clusters Score -324064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -324066.875000 Penalty: 2563.464844
	Iteration 64Q: 3 clusters Score -324066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -324069.062500 Penalty: 2563.464844
	Iteration 65Q: 3 clusters Score -324069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -324070.218750 Penalty: 2563.464844
	Iteration 66Q: 3 clusters Score -324070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -324071.625000 Penalty: 2563.464844
	Iteration 67Q: 3 clusters Score -324071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -324073.875000 Penalty: 2563.464844
	Iteration 68Q: 3 clusters Score -324073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -324074.437500 Penalty: 2563.464844
	Iteration 69Q: 3 clusters Score -324074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -324074.437500 Penalty: 2563.464844
	Iteration 70F: 3 clusters Score -324074.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108266 members 
Entering Unmasked Estep 
Score: -13804121.000000 Penalty: 1883.756226
	Iteration 0F: 2 clusters Score -1.380412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -13735559.000000 Penalty: 3767.512451
	Iteration 0F: 3 clusters Score -1.373556e+07 nChanged 51864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -13765867.000000 Penalty: 3767.512451
	Iteration 1F: 3 clusters Score -1.376587e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -13767081.000000 Penalty: 3767.512451
	Iteration 2Q: 3 clusters Score -1.376708e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -13768875.000000 Penalty: 3767.512451
	Iteration 3Q: 3 clusters Score -1.376888e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -13771448.000000 Penalty: 3767.512451
	Iteration 4Q: 3 clusters Score -1.377145e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -13775192.000000 Penalty: 3767.512451
	Iteration 5F: 3 clusters Score -1.377519e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -13780438.000000 Penalty: 3767.512451
	Iteration 6F: 3 clusters Score -1.378044e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -13786055.000000 Penalty: 3767.512451
	Iteration 7F: 3 clusters Score -1.378606e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -13790164.000000 Penalty: 3767.512451
	Iteration 8F: 3 clusters Score -1.379016e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -13792258.000000 Penalty: 3767.512451
	Iteration 9Q: 3 clusters Score -1.379226e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -13792906.000000 Penalty: 3767.512451
	Iteration 10Q: 3 clusters Score -1.379291e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -13793219.000000 Penalty: 3767.512451
	Iteration 11Q: 3 clusters Score -1.379322e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -13793408.000000 Penalty: 3767.512451
	Iteration 12Q: 3 clusters Score -1.379341e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -13793614.000000 Penalty: 3767.512451
	Iteration 13Q: 3 clusters Score -1.379361e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -13793810.000000 Penalty: 3767.512451
	Iteration 14Q: 3 clusters Score -1.379381e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -13794022.000000 Penalty: 3767.512451
	Iteration 15Q: 3 clusters Score -1.379402e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -13794177.000000 Penalty: 3767.512451
	Iteration 16Q: 3 clusters Score -1.379418e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -13794249.000000 Penalty: 3767.512451
	Iteration 17Q: 3 clusters Score -1.379425e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -13794341.000000 Penalty: 3767.512451
	Iteration 18Q: 3 clusters Score -1.379434e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -13794428.000000 Penalty: 3767.512451
	Iteration 19Q: 3 clusters Score -1.379443e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 77041 members 
Entering Unmasked Estep 
Score: -13794590.000000 Penalty: 3767.512451
	Iteration 20F: 3 clusters Score -1.379459e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -13794691.000000 Penalty: 3767.512451
	Iteration 21Q: 3 clusters Score -1.379469e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -13794781.000000 Penalty: 3767.512451
	Iteration 22Q: 3 clusters Score -1.379478e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -13794889.000000 Penalty: 3767.512451
	Iteration 23Q: 3 clusters Score -1.379489e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -13794990.000000 Penalty: 3767.512451
	Iteration 24Q: 3 clusters Score -1.379499e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -13795056.000000 Penalty: 3767.512451
	Iteration 25Q: 3 clusters Score -1.379506e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -13795208.000000 Penalty: 3767.512451
	Iteration 26Q: 3 clusters Score -1.379521e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -13795308.000000 Penalty: 3767.512451
	Iteration 27Q: 3 clusters Score -1.379531e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 80285 members 
Entering Unmasked Estep 
Score: -13795451.000000 Penalty: 3767.512451
	Iteration 28Q: 3 clusters Score -1.379545e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -13795536.000000 Penalty: 3767.512451
	Iteration 29Q: 3 clusters Score -1.379554e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -13795683.000000 Penalty: 3767.512451
	Iteration 30Q: 3 clusters Score -1.379568e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -13795772.000000 Penalty: 3767.512451
	Iteration 31Q: 3 clusters Score -1.379577e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -13795862.000000 Penalty: 3767.512451
	Iteration 32Q: 3 clusters Score -1.379586e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -13795975.000000 Penalty: 3767.512451
	Iteration 33Q: 3 clusters Score -1.379598e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -13796053.000000 Penalty: 3767.512451
	Iteration 34Q: 3 clusters Score -1.379605e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -13796109.000000 Penalty: 3767.512451
	Iteration 35Q: 3 clusters Score -1.379611e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -13796248.000000 Penalty: 3767.512451
	Iteration 36Q: 3 clusters Score -1.379625e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -13796353.000000 Penalty: 3767.512451
	Iteration 37Q: 3 clusters Score -1.379635e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -13796421.000000 Penalty: 3767.512451
	Iteration 38Q: 3 clusters Score -1.379642e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -13796569.000000 Penalty: 3767.512451
	Iteration 39Q: 3 clusters Score -1.379657e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -13796676.000000 Penalty: 3767.512451
	Iteration 40F: 3 clusters Score -1.379668e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -13796794.000000 Penalty: 3767.512451
	Iteration 41Q: 3 clusters Score -1.379679e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -13796901.000000 Penalty: 3767.512451
	Iteration 42Q: 3 clusters Score -1.37969e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -13797008.000000 Penalty: 3767.512451
	Iteration 43Q: 3 clusters Score -1.379701e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -13797113.000000 Penalty: 3767.512451
	Iteration 44Q: 3 clusters Score -1.379711e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -13797212.000000 Penalty: 3767.512451
	Iteration 45Q: 3 clusters Score -1.379721e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -13797339.000000 Penalty: 3767.512451
	Iteration 46Q: 3 clusters Score -1.379734e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -13797474.000000 Penalty: 3767.512451
	Iteration 47Q: 3 clusters Score -1.379747e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -13797588.000000 Penalty: 3767.512451
	Iteration 48Q: 3 clusters Score -1.379759e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -13797652.000000 Penalty: 3767.512451
	Iteration 49Q: 3 clusters Score -1.379765e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -13797769.000000 Penalty: 3767.512451
	Iteration 50Q: 3 clusters Score -1.379777e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -13797873.000000 Penalty: 3767.512451
	Iteration 51Q: 3 clusters Score -1.379787e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -13797959.000000 Penalty: 3767.512451
	Iteration 52Q: 3 clusters Score -1.379796e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -13798068.000000 Penalty: 3767.512451
	Iteration 53Q: 3 clusters Score -1.379807e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 89944 members 
Entering Unmasked Estep 
Score: -13798184.000000 Penalty: 3767.512451
	Iteration 54Q: 3 clusters Score -1.379818e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -13798266.000000 Penalty: 3767.512451
	Iteration 55Q: 3 clusters Score -1.379827e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -13798392.000000 Penalty: 3767.512451
	Iteration 56Q: 3 clusters Score -1.379839e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -13798544.000000 Penalty: 3767.512451
	Iteration 57Q: 3 clusters Score -1.379854e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -13798661.000000 Penalty: 3767.512451
	Iteration 58Q: 3 clusters Score -1.379866e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -13798765.000000 Penalty: 3767.512451
	Iteration 59Q: 3 clusters Score -1.379876e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -13798827.000000 Penalty: 3767.512451
	Iteration 60F: 3 clusters Score -1.379883e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
Score: -13798948.000000 Penalty: 3767.512451
	Iteration 61Q: 3 clusters Score -1.379895e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -13799007.000000 Penalty: 3767.512451
	Iteration 62Q: 3 clusters Score -1.379901e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -13799070.000000 Penalty: 3767.512451
	Iteration 63Q: 3 clusters Score -1.379907e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -13799167.000000 Penalty: 3767.512451
	Iteration 64Q: 3 clusters Score -1.379917e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -13799288.000000 Penalty: 3767.512451
	Iteration 65Q: 3 clusters Score -1.379929e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -13799354.000000 Penalty: 3767.512451
	Iteration 66Q: 3 clusters Score -1.379935e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -13799436.000000 Penalty: 3767.512451
	Iteration 67Q: 3 clusters Score -1.379944e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 94238 members 
Entering Unmasked Estep 
Score: -13799521.000000 Penalty: 3767.512451
	Iteration 68Q: 3 clusters Score -1.379952e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -13799602.000000 Penalty: 3767.512451
	Iteration 69Q: 3 clusters Score -1.37996e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 94859 members 
Entering Unmasked Estep 
Score: -13799690.000000 Penalty: 3767.512451
	Iteration 70Q: 3 clusters Score -1.379969e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -13799762.000000 Penalty: 3767.512451
	Iteration 71Q: 3 clusters Score -1.379976e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -13799860.000000 Penalty: 3767.512451
	Iteration 72Q: 3 clusters Score -1.379986e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -13800018.000000 Penalty: 3767.512451
	Iteration 73Q: 3 clusters Score -1.380002e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 96210 members 
Entering Unmasked Estep 
Score: -13800151.000000 Penalty: 3767.512451
	Iteration 74Q: 3 clusters Score -1.380015e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -13800310.000000 Penalty: 3767.512451
	Iteration 75Q: 3 clusters Score -1.380031e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 96963 members 
Entering Unmasked Estep 
Score: -13800497.000000 Penalty: 3767.512451
	Iteration 76Q: 3 clusters Score -1.38005e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 97302 members 
Entering Unmasked Estep 
Score: -13800635.000000 Penalty: 3767.512451
	Iteration 77Q: 3 clusters Score -1.380064e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -13800772.000000 Penalty: 3767.512451
	Iteration 78Q: 3 clusters Score -1.380077e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -13800923.000000 Penalty: 3767.512451
	Iteration 79Q: 3 clusters Score -1.380092e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -13800990.000000 Penalty: 3767.512451
	Iteration 80F: 3 clusters Score -1.380099e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -13801106.000000 Penalty: 3767.512451
	Iteration 81Q: 3 clusters Score -1.380111e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -13801226.000000 Penalty: 3767.512451
	Iteration 82Q: 3 clusters Score -1.380123e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -13801327.000000 Penalty: 3767.512451
	Iteration 83Q: 3 clusters Score -1.380133e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -13801391.000000 Penalty: 3767.512451
	Iteration 84Q: 3 clusters Score -1.380139e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -13801452.000000 Penalty: 3767.512451
	Iteration 85Q: 3 clusters Score -1.380145e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 99663 members 
Entering Unmasked Estep 
Score: -13801484.000000 Penalty: 3767.512451
	Iteration 86Q: 3 clusters Score -1.380148e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -13801521.000000 Penalty: 3767.512451
	Iteration 87Q: 3 clusters Score -1.380152e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -13801606.000000 Penalty: 3767.512451
	Iteration 88Q: 3 clusters Score -1.380161e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 100221 members 
Entering Unmasked Estep 
Score: -13801651.000000 Penalty: 3767.512451
	Iteration 89Q: 3 clusters Score -1.380165e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -13801681.000000 Penalty: 3767.512451
	Iteration 90Q: 3 clusters Score -1.380168e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -13801787.000000 Penalty: 3767.512451
	Iteration 91Q: 3 clusters Score -1.380179e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 100779 members 
Entering Unmasked Estep 
Score: -13801822.000000 Penalty: 3767.512451
	Iteration 92Q: 3 clusters Score -1.380182e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -13801875.000000 Penalty: 3767.512451
	Iteration 93Q: 3 clusters Score -1.380188e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -13801943.000000 Penalty: 3767.512451
	Iteration 94Q: 3 clusters Score -1.380194e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -13801984.000000 Penalty: 3767.512451
	Iteration 95Q: 3 clusters Score -1.380198e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -13802021.000000 Penalty: 3767.512451
	Iteration 96Q: 3 clusters Score -1.380202e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -13802035.000000 Penalty: 3767.512451
	Iteration 97Q: 3 clusters Score -1.380204e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 101770 members 
Entering Unmasked Estep 
Score: -13802058.000000 Penalty: 3767.512451
	Iteration 98Q: 3 clusters Score -1.380206e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -13802086.000000 Penalty: 3767.512451
	Iteration 99Q: 3 clusters Score -1.380209e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -13802125.000000 Penalty: 3767.512451
	Iteration 100F: 3 clusters Score -1.380212e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
Score: -13802173.000000 Penalty: 3767.512451
	Iteration 101Q: 3 clusters Score -1.380217e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -13802202.000000 Penalty: 3767.512451
	Iteration 102Q: 3 clusters Score -1.38022e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -13802220.000000 Penalty: 3767.512451
	Iteration 103Q: 3 clusters Score -1.380222e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -13802236.000000 Penalty: 3767.512451
	Iteration 104Q: 3 clusters Score -1.380224e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 102606 members 
Entering Unmasked Estep 
Score: -13802268.000000 Penalty: 3767.512451
	Iteration 105Q: 3 clusters Score -1.380227e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -13802283.000000 Penalty: 3767.512451
	Iteration 106Q: 3 clusters Score -1.380228e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -13802302.000000 Penalty: 3767.512451
	Iteration 107Q: 3 clusters Score -1.38023e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -13802318.000000 Penalty: 3767.512451
	Iteration 108Q: 3 clusters Score -1.380232e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -13802319.000000 Penalty: 3767.512451
	Iteration 109Q: 3 clusters Score -1.380232e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -13802346.000000 Penalty: 3767.512451
	Iteration 110Q: 3 clusters Score -1.380235e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 102977 members 
Entering Unmasked Estep 
Score: -13802350.000000 Penalty: 3767.512451
	Iteration 111Q: 3 clusters Score -1.380235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -13802347.000000 Penalty: 3767.512451
	Iteration 112Q: 3 clusters Score -1.380235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 103059 members 
Entering Unmasked Estep 
Score: -13802363.000000 Penalty: 3767.512451
	Iteration 113Q: 3 clusters Score -1.380236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 103099 members 
Entering Unmasked Estep 
Score: -13802404.000000 Penalty: 3767.512451
	Iteration 114Q: 3 clusters Score -1.38024e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -13802401.000000 Penalty: 3767.512451
	Iteration 115Q: 3 clusters Score -1.38024e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -13802393.000000 Penalty: 3767.512451
	Iteration 116Q: 3 clusters Score -1.380239e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 103200 members 
Entering Unmasked Estep 
Score: -13802389.000000 Penalty: 3767.512451
	Iteration 117Q: 3 clusters Score -1.380239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -13802378.000000 Penalty: 3767.512451
	Iteration 118Q: 3 clusters Score -1.380238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 103256 members 
Entering Unmasked Estep 
Score: -13802373.000000 Penalty: 3767.512451
	Iteration 119Q: 3 clusters Score -1.380237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -13802364.000000 Penalty: 3767.512451
	Iteration 120F: 3 clusters Score -1.380236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 103302 members 
Entering Unmasked Estep 
Score: -13802381.000000 Penalty: 3767.512451
	Iteration 121Q: 3 clusters Score -1.380238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -13802390.000000 Penalty: 3767.512451
	Iteration 122Q: 3 clusters Score -1.380239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -13802406.000000 Penalty: 3767.512451
	Iteration 123Q: 3 clusters Score -1.380241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 103359 members 
Entering Unmasked Estep 
Score: -13802402.000000 Penalty: 3767.512451
	Iteration 124Q: 3 clusters Score -1.38024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -13802400.000000 Penalty: 3767.512451
	Iteration 125Q: 3 clusters Score -1.38024e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -13802417.000000 Penalty: 3767.512451
	Iteration 126Q: 3 clusters Score -1.380242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -13802393.000000 Penalty: 3767.512451
	Iteration 127Q: 3 clusters Score -1.380239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -13802401.000000 Penalty: 3767.512451
	Iteration 128Q: 3 clusters Score -1.38024e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -13802428.000000 Penalty: 3767.512451
	Iteration 129Q: 3 clusters Score -1.380243e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -13802442.000000 Penalty: 3767.512451
	Iteration 130Q: 3 clusters Score -1.380244e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 103564 members 
Entering Unmasked Estep 
Score: -13802446.000000 Penalty: 3767.512451
	Iteration 131Q: 3 clusters Score -1.380245e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 103605 members 
Entering Unmasked Estep 
Score: -13802441.000000 Penalty: 3767.512451
	Iteration 132Q: 3 clusters Score -1.380244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 103633 members 
Entering Unmasked Estep 
Score: -13802440.000000 Penalty: 3767.512451
	Iteration 133Q: 3 clusters Score -1.380244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -13802431.000000 Penalty: 3767.512451
	Iteration 134Q: 3 clusters Score -1.380243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -13802423.000000 Penalty: 3767.512451
	Iteration 135Q: 3 clusters Score -1.380242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -13802429.000000 Penalty: 3767.512451
	Iteration 136Q: 3 clusters Score -1.380243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -13802420.000000 Penalty: 3767.512451
	Iteration 137Q: 3 clusters Score -1.380242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 103771 members 
Entering Unmasked Estep 
Score: -13802435.000000 Penalty: 3767.512451
	Iteration 138Q: 3 clusters Score -1.380244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 103784 members 
Entering Unmasked Estep 
Score: -13802439.000000 Penalty: 3767.512451
	Iteration 139Q: 3 clusters Score -1.380244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -13802428.000000 Penalty: 3767.512451
	Iteration 140F: 3 clusters Score -1.380243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 103813 members 
Entering Unmasked Estep 
Score: -13802442.000000 Penalty: 3767.512451
	Iteration 141Q: 3 clusters Score -1.380244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -13802464.000000 Penalty: 3767.512451
	Iteration 142Q: 3 clusters Score -1.380246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -13802457.000000 Penalty: 3767.512451
	Iteration 143Q: 3 clusters Score -1.380246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -13802455.000000 Penalty: 3767.512451
	Iteration 144Q: 3 clusters Score -1.380246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 103870 members 
Entering Unmasked Estep 
Score: -13802445.000000 Penalty: 3767.512451
	Iteration 145Q: 3 clusters Score -1.380244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -13802460.000000 Penalty: 3767.512451
	Iteration 146Q: 3 clusters Score -1.380246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -13802465.000000 Penalty: 3767.512451
	Iteration 147Q: 3 clusters Score -1.380246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -13802461.000000 Penalty: 3767.512451
	Iteration 148Q: 3 clusters Score -1.380246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -13802477.000000 Penalty: 3767.512451
	Iteration 149Q: 3 clusters Score -1.380248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -13802478.000000 Penalty: 3767.512451
	Iteration 150Q: 3 clusters Score -1.380248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 103914 members 
Entering Unmasked Estep 
Score: -13802474.000000 Penalty: 3767.512451
	Iteration 151Q: 3 clusters Score -1.380247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -13802461.000000 Penalty: 3767.512451
	Iteration 152Q: 3 clusters Score -1.380246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 103929 members 
Entering Unmasked Estep 
Score: -13802469.000000 Penalty: 3767.512451
	Iteration 153Q: 3 clusters Score -1.380247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -13802481.000000 Penalty: 3767.512451
	Iteration 154Q: 3 clusters Score -1.380248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
Score: -13802479.000000 Penalty: 3767.512451
	Iteration 155Q: 3 clusters Score -1.380248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -13802482.000000 Penalty: 3767.512451
	Iteration 156Q: 3 clusters Score -1.380248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 103961 members 
Entering Unmasked Estep 
Score: -13802479.000000 Penalty: 3767.512451
	Iteration 157Q: 3 clusters Score -1.380248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -13802472.000000 Penalty: 3767.512451
	Iteration 158Q: 3 clusters Score -1.380247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -13802479.000000 Penalty: 3767.512451
	Iteration 159Q: 3 clusters Score -1.380248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -13802479.000000 Penalty: 3767.512451
	Iteration 160F: 3 clusters Score -1.380248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -13802482.000000 Penalty: 3767.512451
	Iteration 161Q: 3 clusters Score -1.380248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -13802487.000000 Penalty: 3767.512451
	Iteration 162Q: 3 clusters Score -1.380249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -13802477.000000 Penalty: 3767.512451
	Iteration 163Q: 3 clusters Score -1.380248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -13802479.000000 Penalty: 3767.512451
	Iteration 164Q: 3 clusters Score -1.380248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -13802480.000000 Penalty: 3767.512451
	Iteration 165Q: 3 clusters Score -1.380248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 104032 members 
Entering Unmasked Estep 
Score: -13802481.000000 Penalty: 3767.512451
	Iteration 166Q: 3 clusters Score -1.380248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -13802475.000000 Penalty: 3767.512451
	Iteration 167Q: 3 clusters Score -1.380248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -13802479.000000 Penalty: 3767.512451
	Iteration 168Q: 3 clusters Score -1.380248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -13802484.000000 Penalty: 3767.512451
	Iteration 169Q: 3 clusters Score -1.380248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 104058 members 
Entering Unmasked Estep 
Score: -13802481.000000 Penalty: 3767.512451
	Iteration 170Q: 3 clusters Score -1.380248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -13802481.000000 Penalty: 3767.512451
	Iteration 171Q: 3 clusters Score -1.380248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -13802471.000000 Penalty: 3767.512451
	Iteration 172Q: 3 clusters Score -1.380247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 104089 members 
Entering Unmasked Estep 
Score: -13802481.000000 Penalty: 3767.512451
	Iteration 173Q: 3 clusters Score -1.380248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 104098 members 
Entering Unmasked Estep 
Score: -13802467.000000 Penalty: 3767.512451
	Iteration 174Q: 3 clusters Score -1.380247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -13802474.000000 Penalty: 3767.512451
	Iteration 175Q: 3 clusters Score -1.380247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -13802474.000000 Penalty: 3767.512451
	Iteration 176Q: 3 clusters Score -1.380247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 104122 members 
Entering Unmasked Estep 
Score: -13802472.000000 Penalty: 3767.512451
	Iteration 177Q: 3 clusters Score -1.380247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 104125 members 
Entering Unmasked Estep 
Score: -13802467.000000 Penalty: 3767.512451
	Iteration 178Q: 3 clusters Score -1.380247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -13802480.000000 Penalty: 3767.512451
	Iteration 179Q: 3 clusters Score -1.380248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 104144 members 
Entering Unmasked Estep 
Score: -13802468.000000 Penalty: 3767.512451
	Iteration 180F: 3 clusters Score -1.380247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 104154 members 
Entering Unmasked Estep 
Score: -13802470.000000 Penalty: 3767.512451
	Iteration 181Q: 3 clusters Score -1.380247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -13802461.000000 Penalty: 3767.512451
	Iteration 182Q: 3 clusters Score -1.380246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -13802455.000000 Penalty: 3767.512451
	Iteration 183Q: 3 clusters Score -1.380246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
Score: -13802450.000000 Penalty: 3767.512451
	Iteration 184Q: 3 clusters Score -1.380245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -13802460.000000 Penalty: 3767.512451
	Iteration 185Q: 3 clusters Score -1.380246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -13802454.000000 Penalty: 3767.512451
	Iteration 186Q: 3 clusters Score -1.380245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 104203 members 
Entering Unmasked Estep 
Score: -13802451.000000 Penalty: 3767.512451
	Iteration 187Q: 3 clusters Score -1.380245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -13802450.000000 Penalty: 3767.512451
	Iteration 188Q: 3 clusters Score -1.380245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -13802457.000000 Penalty: 3767.512451
	Iteration 189Q: 3 clusters Score -1.380246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 104223 members 
Entering Unmasked Estep 
Score: -13802458.000000 Penalty: 3767.512451
	Iteration 190Q: 3 clusters Score -1.380246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -13802461.000000 Penalty: 3767.512451
	Iteration 191Q: 3 clusters Score -1.380246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -13802466.000000 Penalty: 3767.512451
	Iteration 192Q: 3 clusters Score -1.380247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -13802478.000000 Penalty: 3767.512451
	Iteration 193Q: 3 clusters Score -1.380248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -13802473.000000 Penalty: 3767.512451
	Iteration 194Q: 3 clusters Score -1.380247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 104255 members 
Entering Unmasked Estep 
Score: -13802473.000000 Penalty: 3767.512451
	Iteration 195Q: 3 clusters Score -1.380247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -13802473.000000 Penalty: 3767.512451
	Iteration 196Q: 3 clusters Score -1.380247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 104272 members 
Entering Unmasked Estep 
Score: -13802486.000000 Penalty: 3767.512451
	Iteration 197Q: 3 clusters Score -1.380249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -13802489.000000 Penalty: 3767.512451
	Iteration 198Q: 3 clusters Score -1.380249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -13802479.000000 Penalty: 3767.512451
	Iteration 199Q: 3 clusters Score -1.380248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 104283 members 
Entering Unmasked Estep 
Score: -13802483.000000 Penalty: 3767.512451
	Iteration 200F: 3 clusters Score -1.380248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -13802491.000000 Penalty: 3767.512451
	Iteration 201Q: 3 clusters Score -1.380249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -13802492.000000 Penalty: 3767.512451
	Iteration 202Q: 3 clusters Score -1.380249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 104287 members 
Entering Unmasked Estep 
Score: -13802494.000000 Penalty: 3767.512451
	Iteration 203Q: 3 clusters Score -1.380249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 104290 members 
Entering Unmasked Estep 
Score: -13802492.000000 Penalty: 3767.512451
	Iteration 204Q: 3 clusters Score -1.380249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -13802493.000000 Penalty: 3767.512451
	Iteration 205Q: 3 clusters Score -1.380249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -13802485.000000 Penalty: 3767.512451
	Iteration 206Q: 3 clusters Score -1.380248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -13802486.000000 Penalty: 3767.512451
	Iteration 207Q: 3 clusters Score -1.380249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -13802485.000000 Penalty: 3767.512451
	Iteration 208Q: 3 clusters Score -1.380248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -13802489.000000 Penalty: 3767.512451
	Iteration 209Q: 3 clusters Score -1.380249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
Score: -13802476.000000 Penalty: 3767.512451
	Iteration 210Q: 3 clusters Score -1.380248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 104304 members 
Entering Unmasked Estep 
Score: -13802477.000000 Penalty: 3767.512451
	Iteration 211Q: 3 clusters Score -1.380248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -13802475.000000 Penalty: 3767.512451
	Iteration 212Q: 3 clusters Score -1.380248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -13802476.000000 Penalty: 3767.512451
	Iteration 213Q: 3 clusters Score -1.380248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -13802467.000000 Penalty: 3767.512451
	Iteration 214Q: 3 clusters Score -1.380247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -13802471.000000 Penalty: 3767.512451
	Iteration 215Q: 3 clusters Score -1.380247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -13802482.000000 Penalty: 3767.512451
	Iteration 216Q: 3 clusters Score -1.380248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -13802484.000000 Penalty: 3767.512451
	Iteration 217Q: 3 clusters Score -1.380248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 104319 members 
Entering Unmasked Estep 
Score: -13802482.000000 Penalty: 3767.512451
	Iteration 218Q: 3 clusters Score -1.380248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -13802473.000000 Penalty: 3767.512451
	Iteration 219Q: 3 clusters Score -1.380247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -13802472.000000 Penalty: 3767.512451
	Iteration 220F: 3 clusters Score -1.380247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 104330 members 
Entering Unmasked Estep 
Score: -13802480.000000 Penalty: 3767.512451
	Iteration 221Q: 3 clusters Score -1.380248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 104330 members 
Entering Unmasked Estep 
Score: -13802480.000000 Penalty: 3767.512451
	Iteration 222F: 3 clusters Score -1.380248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Entering Unmasked Estep 
Score: -1530627.875000 Penalty: 1525.438477
	Iteration 0F: 2 clusters Score -1530628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1522094.500000 Penalty: 3050.876953
	Iteration 0F: 3 clusters Score -1522094 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1525031.125000 Penalty: 3050.876953
	Iteration 1F: 3 clusters Score -1525031 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1525261.250000 Penalty: 3050.876953
	Iteration 2F: 3 clusters Score -1525261 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1525431.125000 Penalty: 3050.876953
	Iteration 3Q: 3 clusters Score -1525431 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1525560.375000 Penalty: 3050.876953
	Iteration 4Q: 3 clusters Score -1525560 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1525677.750000 Penalty: 3050.876953
	Iteration 5Q: 3 clusters Score -1525678 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1525784.000000 Penalty: 3050.876953
	Iteration 6Q: 3 clusters Score -1525784 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1525882.125000 Penalty: 3050.876953
	Iteration 7Q: 3 clusters Score -1525882 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1525987.500000 Penalty: 3050.876953
	Iteration 8Q: 3 clusters Score -1525988 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1526131.250000 Penalty: 3050.876953
	Iteration 9Q: 3 clusters Score -1526131 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1526323.625000 Penalty: 3050.876953
	Iteration 10Q: 3 clusters Score -1526324 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1526588.750000 Penalty: 3050.876953
	Iteration 11Q: 3 clusters Score -1526589 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1526918.750000 Penalty: 3050.876953
	Iteration 12Q: 3 clusters Score -1526919 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1527315.500000 Penalty: 3050.876953
	Iteration 13Q: 3 clusters Score -1527316 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1527783.000000 Penalty: 3050.876953
	Iteration 14Q: 3 clusters Score -1527783 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1528261.750000 Penalty: 3050.876953
	Iteration 15Q: 3 clusters Score -1528262 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1528634.000000 Penalty: 3050.876953
	Iteration 16Q: 3 clusters Score -1528634 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1528943.750000 Penalty: 3050.876953
	Iteration 17Q: 3 clusters Score -1528944 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1529127.375000 Penalty: 3050.876953
	Iteration 18Q: 3 clusters Score -1529127 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1529243.000000 Penalty: 3050.876953
	Iteration 19Q: 3 clusters Score -1529243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1529307.125000 Penalty: 3050.876953
	Iteration 20F: 3 clusters Score -1529307 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1529341.750000 Penalty: 3050.876953
	Iteration 21Q: 3 clusters Score -1529342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1529362.250000 Penalty: 3050.876953
	Iteration 22Q: 3 clusters Score -1529362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1529379.750000 Penalty: 3050.876953
	Iteration 23Q: 3 clusters Score -1529380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1529385.000000 Penalty: 3050.876953
	Iteration 24Q: 3 clusters Score -1529385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1529397.750000 Penalty: 3050.876953
	Iteration 25Q: 3 clusters Score -1529398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1529402.625000 Penalty: 3050.876953
	Iteration 26Q: 3 clusters Score -1529403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1529402.500000 Penalty: 3050.876953
	Iteration 27Q: 3 clusters Score -1529402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1529408.000000 Penalty: 3050.876953
	Iteration 28Q: 3 clusters Score -1529408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1529407.500000 Penalty: 3050.876953
	Iteration 29Q: 3 clusters Score -1529408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1529410.875000 Penalty: 3050.876953
	Iteration 30Q: 3 clusters Score -1529411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1529411.625000 Penalty: 3050.876953
	Iteration 31Q: 3 clusters Score -1529412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1529412.000000 Penalty: 3050.876953
	Iteration 32Q: 3 clusters Score -1529412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1529411.500000 Penalty: 3050.876953
	Iteration 33Q: 3 clusters Score -1529412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1529412.750000 Penalty: 3050.876953
	Iteration 34Q: 3 clusters Score -1529413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1529415.000000 Penalty: 3050.876953
	Iteration 35Q: 3 clusters Score -1529415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1529415.000000 Penalty: 3050.876953
	Iteration 36F: 3 clusters Score -1529415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51128.324219 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51128.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51227.710938 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51227.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51256.296875 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51266.714844 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51266.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51272.429688 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51272.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51275.695312 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -51275.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51275.695312 Penalty: 1878.741699
	Iteration 6F: 3 clusters Score -51275.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (115198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115198 members 
Entering Unmasked Estep 
Score: -14720345.000000 Penalty: 1893.841187
	Iteration 0F: 2 clusters Score -1.472034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -14650920.000000 Penalty: 3787.682373
	Iteration 0F: 3 clusters Score -1.465092e+07 nChanged 55099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -14683080.000000 Penalty: 3787.682373
	Iteration 1F: 3 clusters Score -1.468308e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -14684189.000000 Penalty: 3787.682373
	Iteration 2Q: 3 clusters Score -1.468419e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -14686268.000000 Penalty: 3787.682373
	Iteration 3Q: 3 clusters Score -1.468627e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -14689559.000000 Penalty: 3787.682373
	Iteration 4F: 3 clusters Score -1.468956e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -14694839.000000 Penalty: 3787.682373
	Iteration 5F: 3 clusters Score -1.469484e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -14702340.000000 Penalty: 3787.682373
	Iteration 6F: 3 clusters Score -1.470234e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -14710142.000000 Penalty: 3787.682373
	Iteration 7F: 3 clusters Score -1.471014e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -14714917.000000 Penalty: 3787.682373
	Iteration 8F: 3 clusters Score -1.471492e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110512 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -14717351.000000 Penalty: 3787.682373
	Iteration 9Q: 3 clusters Score -1.471735e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -14718283.000000 Penalty: 3787.682373
	Iteration 10Q: 3 clusters Score -1.471828e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113445 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -14718601.000000 Penalty: 3787.682373
	Iteration 11Q: 3 clusters Score -1.47186e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -14718735.000000 Penalty: 3787.682373
	Iteration 12Q: 3 clusters Score -1.471874e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114233 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14718856.000000 Penalty: 3787.682373
	Iteration 13Q: 3 clusters Score -1.471886e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114400 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -14718851.000000 Penalty: 3787.682373
	Iteration 14Q: 3 clusters Score -1.471885e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114508 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -14718881.000000 Penalty: 3787.682373
	Iteration 15Q: 3 clusters Score -1.471888e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114566 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -14718898.000000 Penalty: 3787.682373
	Iteration 16Q: 3 clusters Score -1.47189e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14718911.000000 Penalty: 3787.682373
	Iteration 17Q: 3 clusters Score -1.471891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114640 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14718897.000000 Penalty: 3787.682373
	Iteration 18Q: 3 clusters Score -1.47189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14718919.000000 Penalty: 3787.682373
	Iteration 19Q: 3 clusters Score -1.471892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114673 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -14718911.000000 Penalty: 3787.682373
	Iteration 20F: 3 clusters Score -1.471891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -14718916.000000 Penalty: 3787.682373
	Iteration 21Q: 3 clusters Score -1.471892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114689 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14718915.000000 Penalty: 3787.682373
	Iteration 22Q: 3 clusters Score -1.471892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14718922.000000 Penalty: 3787.682373
	Iteration 23Q: 3 clusters Score -1.471892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114699 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -14718917.000000 Penalty: 3787.682373
	Iteration 24Q: 3 clusters Score -1.471892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -14718915.000000 Penalty: 3787.682373
	Iteration 25Q: 3 clusters Score -1.471892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114703 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -14718917.000000 Penalty: 3787.682373
	Iteration 26Q: 3 clusters Score -1.471892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114704 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -14718920.000000 Penalty: 3787.682373
	Iteration 27Q: 3 clusters Score -1.471892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14718914.000000 Penalty: 3787.682373
	Iteration 28Q: 3 clusters Score -1.471891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114709 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14718917.000000 Penalty: 3787.682373
	Iteration 29Q: 3 clusters Score -1.471892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -14718914.000000 Penalty: 3787.682373
	Iteration 30Q: 3 clusters Score -1.471891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114712 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -14718910.000000 Penalty: 3787.682373
	Iteration 31Q: 3 clusters Score -1.471891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -14718908.000000 Penalty: 3787.682373
	Iteration 32Q: 3 clusters Score -1.471891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -14718913.000000 Penalty: 3787.682373
	Iteration 33Q: 3 clusters Score -1.471891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114718 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -14718907.000000 Penalty: 3787.682373
	Iteration 34Q: 3 clusters Score -1.471891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114720 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -14718905.000000 Penalty: 3787.682373
	Iteration 35Q: 3 clusters Score -1.47189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114722 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14718915.000000 Penalty: 3787.682373
	Iteration 36Q: 3 clusters Score -1.471892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114722 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14718922.000000 Penalty: 3787.682373
	Iteration 37Q: 3 clusters Score -1.471892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14718925.000000 Penalty: 3787.682373
	Iteration 38Q: 3 clusters Score -1.471892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -14718924.000000 Penalty: 3787.682373
	Iteration 39Q: 3 clusters Score -1.471892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114730 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -14718924.000000 Penalty: 3787.682373
	Iteration 40F: 3 clusters Score -1.471892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114730 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -14718921.000000 Penalty: 3787.682373
	Iteration 41Q: 3 clusters Score -1.471892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14718932.000000 Penalty: 3787.682373
	Iteration 42Q: 3 clusters Score -1.471893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14718932.000000 Penalty: 3787.682373
	Iteration 43F: 3 clusters Score -1.471893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Entering Unmasked Estep 
Score: -3818895.250000 Penalty: 1673.265015
	Iteration 0F: 2 clusters Score -3818895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3798944.750000 Penalty: 3346.530029
	Iteration 0F: 3 clusters Score -3798945 nChanged 13646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3806528.000000 Penalty: 3346.530029
	Iteration 1F: 3 clusters Score -3806528 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3806958.500000 Penalty: 3346.530029
	Iteration 2Q: 3 clusters Score -3806958 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3807414.500000 Penalty: 3346.530029
	Iteration 3Q: 3 clusters Score -3807414 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3808016.750000 Penalty: 3346.530029
	Iteration 4Q: 3 clusters Score -3808017 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3808887.250000 Penalty: 3346.530029
	Iteration 5F: 3 clusters Score -3808887 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3810137.500000 Penalty: 3346.530029
	Iteration 6F: 3 clusters Score -3810138 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3811859.500000 Penalty: 3346.530029
	Iteration 7F: 3 clusters Score -3811860 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3813634.750000 Penalty: 3346.530029
	Iteration 8F: 3 clusters Score -3813635 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3814822.500000 Penalty: 3346.530029
	Iteration 9F: 3 clusters Score -3814822 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -3815355.500000 Penalty: 3346.530029
	Iteration 10Q: 3 clusters Score -3815356 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3815619.250000 Penalty: 3346.530029
	Iteration 11Q: 3 clusters Score -3815619 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3815777.750000 Penalty: 3346.530029
	Iteration 12Q: 3 clusters Score -3815778 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3815911.500000 Penalty: 3346.530029
	Iteration 13Q: 3 clusters Score -3815912 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3816037.750000 Penalty: 3346.530029
	Iteration 14Q: 3 clusters Score -3816038 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3816145.750000 Penalty: 3346.530029
	Iteration 15Q: 3 clusters Score -3816146 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3816220.500000 Penalty: 3346.530029
	Iteration 16Q: 3 clusters Score -3816220 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3816319.750000 Penalty: 3346.530029
	Iteration 17Q: 3 clusters Score -3816320 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3816415.750000 Penalty: 3346.530029
	Iteration 18Q: 3 clusters Score -3816416 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3816509.250000 Penalty: 3346.530029
	Iteration 19Q: 3 clusters Score -3816509 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3816584.750000 Penalty: 3346.530029
	Iteration 20F: 3 clusters Score -3816585 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3816683.500000 Penalty: 3346.530029
	Iteration 21Q: 3 clusters Score -3816684 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3816776.250000 Penalty: 3346.530029
	Iteration 22Q: 3 clusters Score -3816776 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3816840.750000 Penalty: 3346.530029
	Iteration 23Q: 3 clusters Score -3816841 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3816922.000000 Penalty: 3346.530029
	Iteration 24Q: 3 clusters Score -3816922 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3817013.500000 Penalty: 3346.530029
	Iteration 25Q: 3 clusters Score -3817014 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3817086.250000 Penalty: 3346.530029
	Iteration 26Q: 3 clusters Score -3817086 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3817164.750000 Penalty: 3346.530029
	Iteration 27Q: 3 clusters Score -3817165 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3817217.500000 Penalty: 3346.530029
	Iteration 28Q: 3 clusters Score -3817218 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3817273.000000 Penalty: 3346.530029
	Iteration 29Q: 3 clusters Score -3817273 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3817325.750000 Penalty: 3346.530029
	Iteration 30Q: 3 clusters Score -3817326 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3817355.750000 Penalty: 3346.530029
	Iteration 31Q: 3 clusters Score -3817356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3817403.000000 Penalty: 3346.530029
	Iteration 32Q: 3 clusters Score -3817403 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3817419.500000 Penalty: 3346.530029
	Iteration 33Q: 3 clusters Score -3817420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3817458.500000 Penalty: 3346.530029
	Iteration 34Q: 3 clusters Score -3817458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3817475.750000 Penalty: 3346.530029
	Iteration 35Q: 3 clusters Score -3817476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3817498.250000 Penalty: 3346.530029
	Iteration 36Q: 3 clusters Score -3817498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3817519.000000 Penalty: 3346.530029
	Iteration 37Q: 3 clusters Score -3817519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3817533.750000 Penalty: 3346.530029
	Iteration 38Q: 3 clusters Score -3817534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3817561.000000 Penalty: 3346.530029
	Iteration 39Q: 3 clusters Score -3817561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3817570.500000 Penalty: 3346.530029
	Iteration 40F: 3 clusters Score -3817570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3817585.250000 Penalty: 3346.530029
	Iteration 41Q: 3 clusters Score -3817585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3817589.750000 Penalty: 3346.530029
	Iteration 42Q: 3 clusters Score -3817590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3817579.500000 Penalty: 3346.530029
	Iteration 43Q: 3 clusters Score -3817580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3817581.000000 Penalty: 3346.530029
	Iteration 44Q: 3 clusters Score -3817581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3817585.500000 Penalty: 3346.530029
	Iteration 45Q: 3 clusters Score -3817586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3817586.000000 Penalty: 3346.530029
	Iteration 46Q: 3 clusters Score -3817586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3817591.000000 Penalty: 3346.530029
	Iteration 47Q: 3 clusters Score -3817591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3817596.750000 Penalty: 3346.530029
	Iteration 48Q: 3 clusters Score -3817597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3817592.000000 Penalty: 3346.530029
	Iteration 49Q: 3 clusters Score -3817592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3817591.000000 Penalty: 3346.530029
	Iteration 50Q: 3 clusters Score -3817591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3817601.000000 Penalty: 3346.530029
	Iteration 51Q: 3 clusters Score -3817601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3817605.000000 Penalty: 3346.530029
	Iteration 52Q: 3 clusters Score -3817605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3817610.750000 Penalty: 3346.530029
	Iteration 53Q: 3 clusters Score -3817611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3817613.500000 Penalty: 3346.530029
	Iteration 54Q: 3 clusters Score -3817614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3817617.750000 Penalty: 3346.530029
	Iteration 55Q: 3 clusters Score -3817618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3817617.500000 Penalty: 3346.530029
	Iteration 56Q: 3 clusters Score -3817618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3817622.250000 Penalty: 3346.530029
	Iteration 57Q: 3 clusters Score -3817622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3817625.250000 Penalty: 3346.530029
	Iteration 58Q: 3 clusters Score -3817625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3817626.250000 Penalty: 3346.530029
	Iteration 59Q: 3 clusters Score -3817626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3817627.250000 Penalty: 3346.530029
	Iteration 60F: 3 clusters Score -3817627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3817622.000000 Penalty: 3346.530029
	Iteration 61Q: 3 clusters Score -3817622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3817621.000000 Penalty: 3346.530029
	Iteration 62Q: 3 clusters Score -3817621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3817622.250000 Penalty: 3346.530029
	Iteration 63Q: 3 clusters Score -3817622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3817622.250000 Penalty: 3346.530029
	Iteration 64F: 3 clusters Score -3817622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109526 members 
Entering Unmasked Estep 
Score: -14175877.000000 Penalty: 1885.636475
	Iteration 0F: 2 clusters Score -1.417588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -14110834.000000 Penalty: 3771.272949
	Iteration 0F: 3 clusters Score -1.411083e+07 nChanged 52585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -14141389.000000 Penalty: 3771.272949
	Iteration 1F: 3 clusters Score -1.414139e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -14142083.000000 Penalty: 3771.272949
	Iteration 2Q: 3 clusters Score -1.414208e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -14143035.000000 Penalty: 3771.272949
	Iteration 3Q: 3 clusters Score -1.414304e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -14144238.000000 Penalty: 3771.272949
	Iteration 4Q: 3 clusters Score -1.414424e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -14145999.000000 Penalty: 3771.272949
	Iteration 5Q: 3 clusters Score -1.4146e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -14148754.000000 Penalty: 3771.272949
	Iteration 6F: 3 clusters Score -1.414875e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -14152573.000000 Penalty: 3771.272949
	Iteration 7F: 3 clusters Score -1.415257e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -14156953.000000 Penalty: 3771.272949
	Iteration 8F: 3 clusters Score -1.415695e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -14160396.000000 Penalty: 3771.272949
	Iteration 9F: 3 clusters Score -1.41604e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -14162070.000000 Penalty: 3771.272949
	Iteration 10Q: 3 clusters Score -1.416207e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -14162478.000000 Penalty: 3771.272949
	Iteration 11Q: 3 clusters Score -1.416248e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -14162644.000000 Penalty: 3771.272949
	Iteration 12Q: 3 clusters Score -1.416264e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -14162605.000000 Penalty: 3771.272949
	Iteration 13Q: 3 clusters Score -1.41626e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -14162557.000000 Penalty: 3771.272949
	Iteration 14Q: 3 clusters Score -1.416256e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -14162583.000000 Penalty: 3771.272949
	Iteration 15Q: 3 clusters Score -1.416258e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -14162579.000000 Penalty: 3771.272949
	Iteration 16Q: 3 clusters Score -1.416258e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -14162536.000000 Penalty: 3771.272949
	Iteration 17Q: 3 clusters Score -1.416254e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -14162692.000000 Penalty: 3771.272949
	Iteration 18Q: 3 clusters Score -1.416269e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -14162738.000000 Penalty: 3771.272949
	Iteration 19Q: 3 clusters Score -1.416274e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -14162911.000000 Penalty: 3771.272949
	Iteration 20F: 3 clusters Score -1.416291e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -14162989.000000 Penalty: 3771.272949
	Iteration 21Q: 3 clusters Score -1.416299e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -14163101.000000 Penalty: 3771.272949
	Iteration 22Q: 3 clusters Score -1.41631e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -14163249.000000 Penalty: 3771.272949
	Iteration 23Q: 3 clusters Score -1.416325e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -14163260.000000 Penalty: 3771.272949
	Iteration 24Q: 3 clusters Score -1.416326e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -14163326.000000 Penalty: 3771.272949
	Iteration 25Q: 3 clusters Score -1.416333e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -14163410.000000 Penalty: 3771.272949
	Iteration 26Q: 3 clusters Score -1.416341e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -14163477.000000 Penalty: 3771.272949
	Iteration 27Q: 3 clusters Score -1.416348e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -14163632.000000 Penalty: 3771.272949
	Iteration 28Q: 3 clusters Score -1.416363e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -14163681.000000 Penalty: 3771.272949
	Iteration 29Q: 3 clusters Score -1.416368e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -14163783.000000 Penalty: 3771.272949
	Iteration 30Q: 3 clusters Score -1.416378e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -14163751.000000 Penalty: 3771.272949
	Iteration 31Q: 3 clusters Score -1.416375e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -14163916.000000 Penalty: 3771.272949
	Iteration 32Q: 3 clusters Score -1.416392e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -14164234.000000 Penalty: 3771.272949
	Iteration 33Q: 3 clusters Score -1.416423e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -14164820.000000 Penalty: 3771.272949
	Iteration 34Q: 3 clusters Score -1.416482e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -14165691.000000 Penalty: 3771.272949
	Iteration 35Q: 3 clusters Score -1.416569e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -14166671.000000 Penalty: 3771.272949
	Iteration 36Q: 3 clusters Score -1.416667e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -14167562.000000 Penalty: 3771.272949
	Iteration 37Q: 3 clusters Score -1.416756e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -14168301.000000 Penalty: 3771.272949
	Iteration 38Q: 3 clusters Score -1.41683e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -14168759.000000 Penalty: 3771.272949
	Iteration 39Q: 3 clusters Score -1.416876e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -14169969.000000 Penalty: 3771.272949
	Iteration 40F: 3 clusters Score -1.416997e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -14171194.000000 Penalty: 3771.272949
	Iteration 41Q: 3 clusters Score -1.417119e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -14171713.000000 Penalty: 3771.272949
	Iteration 42Q: 3 clusters Score -1.417171e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -14172749.000000 Penalty: 3771.272949
	Iteration 43Q: 3 clusters Score -1.417275e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -14173315.000000 Penalty: 3771.272949
	Iteration 44Q: 3 clusters Score -1.417332e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -14173615.000000 Penalty: 3771.272949
	Iteration 45Q: 3 clusters Score -1.417362e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -14173859.000000 Penalty: 3771.272949
	Iteration 46Q: 3 clusters Score -1.417386e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -14174009.000000 Penalty: 3771.272949
	Iteration 47Q: 3 clusters Score -1.417401e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -14174093.000000 Penalty: 3771.272949
	Iteration 48Q: 3 clusters Score -1.417409e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108744 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14174207.000000 Penalty: 3771.272949
	Iteration 49Q: 3 clusters Score -1.417421e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14174249.000000 Penalty: 3771.272949
	Iteration 50Q: 3 clusters Score -1.417425e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109043 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -14174282.000000 Penalty: 3771.272949
	Iteration 51Q: 3 clusters Score -1.417428e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109104 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14174321.000000 Penalty: 3771.272949
	Iteration 52Q: 3 clusters Score -1.417432e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14174342.000000 Penalty: 3771.272949
	Iteration 53Q: 3 clusters Score -1.417434e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109156 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -14174364.000000 Penalty: 3771.272949
	Iteration 54Q: 3 clusters Score -1.417436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14174384.000000 Penalty: 3771.272949
	Iteration 55Q: 3 clusters Score -1.417438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14174373.000000 Penalty: 3771.272949
	Iteration 56Q: 3 clusters Score -1.417437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14174374.000000 Penalty: 3771.272949
	Iteration 57Q: 3 clusters Score -1.417437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109207 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -14174376.000000 Penalty: 3771.272949
	Iteration 58Q: 3 clusters Score -1.417438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14174367.000000 Penalty: 3771.272949
	Iteration 59Q: 3 clusters Score -1.417437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14174377.000000 Penalty: 3771.272949
	Iteration 60F: 3 clusters Score -1.417438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14174376.000000 Penalty: 3771.272949
	Iteration 61Q: 3 clusters Score -1.417438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14174376.000000 Penalty: 3771.272949
	Iteration 62F: 3 clusters Score -1.417438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Entering Unmasked Estep 
Score: -3211680.500000 Penalty: 1645.206665
	Iteration 0F: 2 clusters Score -3211680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3194914.250000 Penalty: 3290.413330
	Iteration 0F: 3 clusters Score -3194914 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3201322.750000 Penalty: 3290.413330
	Iteration 1F: 3 clusters Score -3201323 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3202027.000000 Penalty: 3290.413330
	Iteration 2F: 3 clusters Score -3202027 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3203012.250000 Penalty: 3290.413330
	Iteration 3F: 3 clusters Score -3203012 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3204402.250000 Penalty: 3290.413330
	Iteration 4F: 3 clusters Score -3204402 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3206071.500000 Penalty: 3290.413330
	Iteration 5F: 3 clusters Score -3206072 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3207600.000000 Penalty: 3290.413330
	Iteration 6F: 3 clusters Score -3207600 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3208759.500000 Penalty: 3290.413330
	Iteration 7F: 3 clusters Score -3208760 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3209409.250000 Penalty: 3290.413330
	Iteration 8Q: 3 clusters Score -3209409 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3209809.000000 Penalty: 3290.413330
	Iteration 9Q: 3 clusters Score -3209809 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3210029.500000 Penalty: 3290.413330
	Iteration 10Q: 3 clusters Score -3210030 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3210133.250000 Penalty: 3290.413330
	Iteration 11Q: 3 clusters Score -3210133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3210201.000000 Penalty: 3290.413330
	Iteration 12Q: 3 clusters Score -3210201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3210236.750000 Penalty: 3290.413330
	Iteration 13Q: 3 clusters Score -3210237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3210264.500000 Penalty: 3290.413330
	Iteration 14Q: 3 clusters Score -3210264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3210287.000000 Penalty: 3290.413330
	Iteration 15Q: 3 clusters Score -3210287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3210302.000000 Penalty: 3290.413330
	Iteration 16Q: 3 clusters Score -3210302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3210310.000000 Penalty: 3290.413330
	Iteration 17Q: 3 clusters Score -3210310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3210318.000000 Penalty: 3290.413330
	Iteration 18Q: 3 clusters Score -3210318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3210315.250000 Penalty: 3290.413330
	Iteration 19Q: 3 clusters Score -3210315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3210323.750000 Penalty: 3290.413330
	Iteration 20F: 3 clusters Score -3210324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3210326.250000 Penalty: 3290.413330
	Iteration 21Q: 3 clusters Score -3210326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3210332.750000 Penalty: 3290.413330
	Iteration 22Q: 3 clusters Score -3210333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3210333.000000 Penalty: 3290.413330
	Iteration 23Q: 3 clusters Score -3210333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3210336.500000 Penalty: 3290.413330
	Iteration 24Q: 3 clusters Score -3210336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3210337.250000 Penalty: 3290.413330
	Iteration 25Q: 3 clusters Score -3210337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3210337.500000 Penalty: 3290.413330
	Iteration 26Q: 3 clusters Score -3210338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3210341.000000 Penalty: 3290.413330
	Iteration 27Q: 3 clusters Score -3210341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3210342.250000 Penalty: 3290.413330
	Iteration 28Q: 3 clusters Score -3210342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3210346.500000 Penalty: 3290.413330
	Iteration 29Q: 3 clusters Score -3210346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3210348.750000 Penalty: 3290.413330
	Iteration 30Q: 3 clusters Score -3210349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3210347.750000 Penalty: 3290.413330
	Iteration 31Q: 3 clusters Score -3210348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3210353.500000 Penalty: 3290.413330
	Iteration 32Q: 3 clusters Score -3210354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3210359.750000 Penalty: 3290.413330
	Iteration 33Q: 3 clusters Score -3210360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3210362.500000 Penalty: 3290.413330
	Iteration 34Q: 3 clusters Score -3210362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3210365.000000 Penalty: 3290.413330
	Iteration 35Q: 3 clusters Score -3210365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3210367.250000 Penalty: 3290.413330
	Iteration 36Q: 3 clusters Score -3210367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3210368.250000 Penalty: 3290.413330
	Iteration 37Q: 3 clusters Score -3210368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3210367.000000 Penalty: 3290.413330
	Iteration 38Q: 3 clusters Score -3210367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3210370.000000 Penalty: 3290.413330
	Iteration 39Q: 3 clusters Score -3210370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3210372.750000 Penalty: 3290.413330
	Iteration 40F: 3 clusters Score -3210373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3210376.000000 Penalty: 3290.413330
	Iteration 41Q: 3 clusters Score -3210376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3210381.000000 Penalty: 3290.413330
	Iteration 42Q: 3 clusters Score -3210381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3210378.000000 Penalty: 3290.413330
	Iteration 43Q: 3 clusters Score -3210378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3210381.250000 Penalty: 3290.413330
	Iteration 44Q: 3 clusters Score -3210381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3210381.750000 Penalty: 3290.413330
	Iteration 45Q: 3 clusters Score -3210382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3210381.750000 Penalty: 3290.413330
	Iteration 46F: 3 clusters Score -3210382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Entering Unmasked Estep 
Score: -6252797.000000 Penalty: 1756.005371
	Iteration 0F: 2 clusters Score -6252797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -6219883.000000 Penalty: 3512.010742
	Iteration 0F: 3 clusters Score -6219883 nChanged 23167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -6233197.000000 Penalty: 3512.010742
	Iteration 1F: 3 clusters Score -6233197 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -6233857.500000 Penalty: 3512.010742
	Iteration 2Q: 3 clusters Score -6233858 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -6234649.000000 Penalty: 3512.010742
	Iteration 3Q: 3 clusters Score -6234649 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -6235614.500000 Penalty: 3512.010742
	Iteration 4Q: 3 clusters Score -6235614 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -6236851.000000 Penalty: 3512.010742
	Iteration 5F: 3 clusters Score -6236851 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -6238478.000000 Penalty: 3512.010742
	Iteration 6F: 3 clusters Score -6238478 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -6240354.500000 Penalty: 3512.010742
	Iteration 7F: 3 clusters Score -6240354 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -6242454.500000 Penalty: 3512.010742
	Iteration 8F: 3 clusters Score -6242454 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -6244300.000000 Penalty: 3512.010742
	Iteration 9F: 3 clusters Score -6244300 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -6245653.000000 Penalty: 3512.010742
	Iteration 10Q: 3 clusters Score -6245653 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -6246758.500000 Penalty: 3512.010742
	Iteration 11Q: 3 clusters Score -6246758 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -6247664.000000 Penalty: 3512.010742
	Iteration 12Q: 3 clusters Score -6247664 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -6248490.000000 Penalty: 3512.010742
	Iteration 13Q: 3 clusters Score -6248490 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -6249196.000000 Penalty: 3512.010742
	Iteration 14Q: 3 clusters Score -6249196 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -6249799.500000 Penalty: 3512.010742
	Iteration 15Q: 3 clusters Score -6249800 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -6250233.000000 Penalty: 3512.010742
	Iteration 16Q: 3 clusters Score -6250233 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -6250557.000000 Penalty: 3512.010742
	Iteration 17Q: 3 clusters Score -6250557 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6250863.500000 Penalty: 3512.010742
	Iteration 18Q: 3 clusters Score -6250864 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -6251050.500000 Penalty: 3512.010742
	Iteration 19Q: 3 clusters Score -6251050 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -6251168.500000 Penalty: 3512.010742
	Iteration 20F: 3 clusters Score -6251168 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -6251249.500000 Penalty: 3512.010742
	Iteration 21Q: 3 clusters Score -6251250 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -6251321.500000 Penalty: 3512.010742
	Iteration 22Q: 3 clusters Score -6251322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -6251373.500000 Penalty: 3512.010742
	Iteration 23Q: 3 clusters Score -6251374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -6251430.000000 Penalty: 3512.010742
	Iteration 24Q: 3 clusters Score -6251430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6251446.000000 Penalty: 3512.010742
	Iteration 25Q: 3 clusters Score -6251446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -6251476.500000 Penalty: 3512.010742
	Iteration 26Q: 3 clusters Score -6251476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -6251481.000000 Penalty: 3512.010742
	Iteration 27Q: 3 clusters Score -6251481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -6251495.000000 Penalty: 3512.010742
	Iteration 28Q: 3 clusters Score -6251495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -6251511.000000 Penalty: 3512.010742
	Iteration 29Q: 3 clusters Score -6251511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -6251529.000000 Penalty: 3512.010742
	Iteration 30Q: 3 clusters Score -6251529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -6251545.000000 Penalty: 3512.010742
	Iteration 31Q: 3 clusters Score -6251545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -6251560.000000 Penalty: 3512.010742
	Iteration 32Q: 3 clusters Score -6251560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -6251567.000000 Penalty: 3512.010742
	Iteration 33Q: 3 clusters Score -6251567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -6251569.500000 Penalty: 3512.010742
	Iteration 34Q: 3 clusters Score -6251570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -6251570.500000 Penalty: 3512.010742
	Iteration 35Q: 3 clusters Score -6251570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -6251563.000000 Penalty: 3512.010742
	Iteration 36Q: 3 clusters Score -6251563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6251571.500000 Penalty: 3512.010742
	Iteration 37Q: 3 clusters Score -6251572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -6251571.500000 Penalty: 3512.010742
	Iteration 38Q: 3 clusters Score -6251572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -6251571.500000 Penalty: 3512.010742
	Iteration 39Q: 3 clusters Score -6251572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -6251582.500000 Penalty: 3512.010742
	Iteration 40F: 3 clusters Score -6251582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -6251579.500000 Penalty: 3512.010742
	Iteration 41Q: 3 clusters Score -6251580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -6251583.500000 Penalty: 3512.010742
	Iteration 42Q: 3 clusters Score -6251584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6251583.000000 Penalty: 3512.010742
	Iteration 43Q: 3 clusters Score -6251583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6251583.000000 Penalty: 3512.010742
	Iteration 44F: 3 clusters Score -6251583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -436858.343750 Penalty: 1319.305542
	Iteration 0F: 2 clusters Score -436858.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -433926.000000 Penalty: 2638.611084
	Iteration 0F: 3 clusters Score -433926 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -434626.593750 Penalty: 2638.611084
	Iteration 1F: 3 clusters Score -434626.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -434770.968750 Penalty: 2638.611084
	Iteration 2F: 3 clusters Score -434771 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -434854.218750 Penalty: 2638.611084
	Iteration 3Q: 3 clusters Score -434854.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -434905.250000 Penalty: 2638.611084
	Iteration 4Q: 3 clusters Score -434905.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -434940.281250 Penalty: 2638.611084
	Iteration 5Q: 3 clusters Score -434940.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -434969.468750 Penalty: 2638.611084
	Iteration 6Q: 3 clusters Score -434969.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -434997.031250 Penalty: 2638.611084
	Iteration 7Q: 3 clusters Score -434997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -435016.250000 Penalty: 2638.611084
	Iteration 8Q: 3 clusters Score -435016.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -435030.875000 Penalty: 2638.611084
	Iteration 9Q: 3 clusters Score -435030.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -435043.250000 Penalty: 2638.611084
	Iteration 10Q: 3 clusters Score -435043.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -435052.156250 Penalty: 2638.611084
	Iteration 11Q: 3 clusters Score -435052.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -435060.437500 Penalty: 2638.611084
	Iteration 12Q: 3 clusters Score -435060.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -435066.843750 Penalty: 2638.611084
	Iteration 13Q: 3 clusters Score -435066.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -435076.812500 Penalty: 2638.611084
	Iteration 14Q: 3 clusters Score -435076.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -435088.218750 Penalty: 2638.611084
	Iteration 15Q: 3 clusters Score -435088.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -435101.718750 Penalty: 2638.611084
	Iteration 16Q: 3 clusters Score -435101.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -435117.687500 Penalty: 2638.611084
	Iteration 17Q: 3 clusters Score -435117.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -435147.968750 Penalty: 2638.611084
	Iteration 18Q: 3 clusters Score -435148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -435176.812500 Penalty: 2638.611084
	Iteration 19Q: 3 clusters Score -435176.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -435205.968750 Penalty: 2638.611084
	Iteration 20F: 3 clusters Score -435206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -435228.500000 Penalty: 2638.611084
	Iteration 21Q: 3 clusters Score -435228.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -435250.812500 Penalty: 2638.611084
	Iteration 22Q: 3 clusters Score -435250.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -435275.781250 Penalty: 2638.611084
	Iteration 23Q: 3 clusters Score -435275.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -435300.875000 Penalty: 2638.611084
	Iteration 24Q: 3 clusters Score -435300.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -435325.312500 Penalty: 2638.611084
	Iteration 25Q: 3 clusters Score -435325.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -435352.812500 Penalty: 2638.611084
	Iteration 26Q: 3 clusters Score -435352.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -435379.531250 Penalty: 2638.611084
	Iteration 27Q: 3 clusters Score -435379.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -435411.625000 Penalty: 2638.611084
	Iteration 28Q: 3 clusters Score -435411.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -435439.781250 Penalty: 2638.611084
	Iteration 29Q: 3 clusters Score -435439.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -435461.062500 Penalty: 2638.611084
	Iteration 30Q: 3 clusters Score -435461.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -435475.937500 Penalty: 2638.611084
	Iteration 31Q: 3 clusters Score -435475.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -435489.343750 Penalty: 2638.611084
	Iteration 32Q: 3 clusters Score -435489.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -435500.750000 Penalty: 2638.611084
	Iteration 33Q: 3 clusters Score -435500.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -435513.500000 Penalty: 2638.611084
	Iteration 34Q: 3 clusters Score -435513.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -435525.875000 Penalty: 2638.611084
	Iteration 35Q: 3 clusters Score -435525.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -435536.906250 Penalty: 2638.611084
	Iteration 36Q: 3 clusters Score -435536.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -435551.937500 Penalty: 2638.611084
	Iteration 37Q: 3 clusters Score -435551.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -435569.125000 Penalty: 2638.611084
	Iteration 38Q: 3 clusters Score -435569.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -435582.406250 Penalty: 2638.611084
	Iteration 39Q: 3 clusters Score -435582.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -435593.625000 Penalty: 2638.611084
	Iteration 40F: 3 clusters Score -435593.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -435605.062500 Penalty: 2638.611084
	Iteration 41Q: 3 clusters Score -435605.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -435611.906250 Penalty: 2638.611084
	Iteration 42Q: 3 clusters Score -435611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -435621.093750 Penalty: 2638.611084
	Iteration 43Q: 3 clusters Score -435621.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -435625.468750 Penalty: 2638.611084
	Iteration 44Q: 3 clusters Score -435625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -435629.406250 Penalty: 2638.611084
	Iteration 45Q: 3 clusters Score -435629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -435636.531250 Penalty: 2638.611084
	Iteration 46Q: 3 clusters Score -435636.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -435642.625000 Penalty: 2638.611084
	Iteration 47Q: 3 clusters Score -435642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -435644.656250 Penalty: 2638.611084
	Iteration 48Q: 3 clusters Score -435644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -435646.906250 Penalty: 2638.611084
	Iteration 49Q: 3 clusters Score -435646.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -435647.500000 Penalty: 2638.611084
	Iteration 50Q: 3 clusters Score -435647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -435647.718750 Penalty: 2638.611084
	Iteration 51Q: 3 clusters Score -435647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -435647.718750 Penalty: 2638.611084
	Iteration 52F: 3 clusters Score -435647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104590 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17176 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108266 members 
Mstep: Class 10 contains 11936 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115198 members 
Mstep: Class 13 contains 29644 members 
Mstep: Class 14 contains 109526 members 
Mstep: Class 17 contains 24943 members 
Mstep: Class 18 contains 49325 members 
Mstep: Class 19 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817216.000000 Penalty: 34500.488281
Iteration 199Q: 17 clusters Score -7.281722e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104714 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17170 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108261 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115241 members 
Mstep: Class 13 contains 29679 members 
Mstep: Class 14 contains 109535 members 
Mstep: Class 17 contains 24848 members 
Mstep: Class 18 contains 49253 members 
Mstep: Class 19 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817144.000000 Penalty: 34500.488281
Iteration 200F: 17 clusters Score -7.281714e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104782 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17165 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108271 members 
Mstep: Class 10 contains 11880 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115319 members 
Mstep: Class 13 contains 29707 members 
Mstep: Class 14 contains 109540 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 49188 members 
Mstep: Class 19 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817080.000000 Penalty: 34500.488281
Iteration 201Q: 17 clusters Score -7.281708e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104870 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17154 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108290 members 
Mstep: Class 10 contains 11867 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115371 members 
Mstep: Class 13 contains 29737 members 
Mstep: Class 14 contains 109540 members 
Mstep: Class 17 contains 24663 members 
Mstep: Class 18 contains 49118 members 
Mstep: Class 19 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817136.000000 Penalty: 34500.488281
Iteration 202Q: 17 clusters Score -7.281714e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104921 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17141 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108332 members 
Mstep: Class 10 contains 11846 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115415 members 
Mstep: Class 13 contains 29779 members 
Mstep: Class 14 contains 109533 members 
Mstep: Class 17 contains 24586 members 
Mstep: Class 18 contains 49055 members 
Mstep: Class 19 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817040.000000 Penalty: 34500.488281
Iteration 203Q: 17 clusters Score -7.281704e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105002 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17132 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108347 members 
Mstep: Class 10 contains 11819 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115461 members 
Mstep: Class 13 contains 29818 members 
Mstep: Class 14 contains 109528 members 
Mstep: Class 17 contains 24501 members 
Mstep: Class 18 contains 48997 members 
Mstep: Class 19 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816816.000000 Penalty: 34500.488281
Iteration 204Q: 17 clusters Score -7.281682e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105080 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17120 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108346 members 
Mstep: Class 10 contains 11800 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115520 members 
Mstep: Class 13 contains 29859 members 
Mstep: Class 14 contains 109522 members 
Mstep: Class 17 contains 24426 members 
Mstep: Class 18 contains 48930 members 
Mstep: Class 19 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816792.000000 Penalty: 34500.488281
Iteration 205Q: 17 clusters Score -7.281679e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105179 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17113 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 108377 members 
Mstep: Class 10 contains 11776 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115570 members 
Mstep: Class 13 contains 29890 members 
Mstep: Class 14 contains 109522 members 
Mstep: Class 17 contains 24341 members 
Mstep: Class 18 contains 48843 members 
Mstep: Class 19 contains 3352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816600.000000 Penalty: 34500.488281
Iteration 206Q: 17 clusters Score -7.28166e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105266 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 108397 members 
Mstep: Class 10 contains 11749 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115628 members 
Mstep: Class 13 contains 29925 members 
Mstep: Class 14 contains 109510 members 
Mstep: Class 17 contains 24255 members 
Mstep: Class 18 contains 48771 members 
Mstep: Class 19 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816560.000000 Penalty: 34500.488281
Iteration 207Q: 17 clusters Score -7.281656e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105362 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17091 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108426 members 
Mstep: Class 10 contains 11726 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115670 members 
Mstep: Class 13 contains 29969 members 
Mstep: Class 14 contains 109510 members 
Mstep: Class 17 contains 24167 members 
Mstep: Class 18 contains 48683 members 
Mstep: Class 19 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816512.000000 Penalty: 34500.488281
Iteration 208Q: 17 clusters Score -7.281651e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105446 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17081 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108457 members 
Mstep: Class 10 contains 11705 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115739 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 109510 members 
Mstep: Class 17 contains 24066 members 
Mstep: Class 18 contains 48601 members 
Mstep: Class 19 contains 3364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816384.000000 Penalty: 34500.488281
Iteration 209Q: 17 clusters Score -7.281638e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105533 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17070 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108492 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115806 members 
Mstep: Class 13 contains 30027 members 
Mstep: Class 14 contains 109505 members 
Mstep: Class 17 contains 23959 members 
Mstep: Class 18 contains 48500 members 
Mstep: Class 19 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816320.000000 Penalty: 34500.488281
Iteration 210Q: 17 clusters Score -7.281632e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105622 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17057 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108527 members 
Mstep: Class 10 contains 11680 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115887 members 
Mstep: Class 13 contains 30074 members 
Mstep: Class 14 contains 109497 members 
Mstep: Class 17 contains 23836 members 
Mstep: Class 18 contains 48401 members 
Mstep: Class 19 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816344.000000 Penalty: 34500.488281
Iteration 211Q: 17 clusters Score -7.281634e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105722 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17045 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108568 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115949 members 
Mstep: Class 13 contains 30113 members 
Mstep: Class 14 contains 109490 members 
Mstep: Class 17 contains 23719 members 
Mstep: Class 18 contains 48309 members 
Mstep: Class 19 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816288.000000 Penalty: 34500.488281
Iteration 212Q: 17 clusters Score -7.281629e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105840 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17035 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108584 members 
Mstep: Class 10 contains 11622 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116008 members 
Mstep: Class 13 contains 30164 members 
Mstep: Class 14 contains 109488 members 
Mstep: Class 17 contains 23601 members 
Mstep: Class 18 contains 48217 members 
Mstep: Class 19 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816288.000000 Penalty: 34500.488281
Iteration 213Q: 17 clusters Score -7.281629e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105979 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17026 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108628 members 
Mstep: Class 10 contains 11592 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116056 members 
Mstep: Class 13 contains 30205 members 
Mstep: Class 14 contains 109487 members 
Mstep: Class 17 contains 23464 members 
Mstep: Class 18 contains 48113 members 
Mstep: Class 19 contains 3409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816032.000000 Penalty: 34500.488281
Iteration 214Q: 17 clusters Score -7.281603e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106076 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108682 members 
Mstep: Class 10 contains 11568 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116104 members 
Mstep: Class 13 contains 30265 members 
Mstep: Class 14 contains 109483 members 
Mstep: Class 17 contains 23323 members 
Mstep: Class 18 contains 48015 members 
Mstep: Class 19 contains 3422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815976.000000 Penalty: 34500.488281
Iteration 215Q: 17 clusters Score -7.281598e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106205 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17008 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108715 members 
Mstep: Class 10 contains 11544 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116160 members 
Mstep: Class 13 contains 30324 members 
Mstep: Class 14 contains 109482 members 
Mstep: Class 17 contains 23195 members 
Mstep: Class 18 contains 47892 members 
Mstep: Class 19 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815864.000000 Penalty: 34500.488281
Iteration 216Q: 17 clusters Score -7.281586e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106333 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17001 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108751 members 
Mstep: Class 10 contains 11520 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116231 members 
Mstep: Class 13 contains 30384 members 
Mstep: Class 14 contains 109483 members 
Mstep: Class 17 contains 23052 members 
Mstep: Class 18 contains 47767 members 
Mstep: Class 19 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815720.000000 Penalty: 34500.488281
Iteration 217Q: 17 clusters Score -7.281572e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106446 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16999 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108773 members 
Mstep: Class 10 contains 11499 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116310 members 
Mstep: Class 13 contains 30442 members 
Mstep: Class 14 contains 109475 members 
Mstep: Class 17 contains 22897 members 
Mstep: Class 18 contains 47663 members 
Mstep: Class 19 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815656.000000 Penalty: 34500.488281
Iteration 218Q: 17 clusters Score -7.281566e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106575 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17000 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108786 members 
Mstep: Class 10 contains 11484 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116415 members 
Mstep: Class 13 contains 30503 members 
Mstep: Class 14 contains 109455 members 
Mstep: Class 17 contains 22730 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815472.000000 Penalty: 34500.488281
Iteration 219Q: 17 clusters Score -7.281547e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106683 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16999 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108812 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116519 members 
Mstep: Class 13 contains 30570 members 
Mstep: Class 14 contains 109433 members 
Mstep: Class 17 contains 22571 members 
Mstep: Class 18 contains 47428 members 
Mstep: Class 19 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815336.000000 Penalty: 34500.488281
Iteration 220F: 17 clusters Score -7.281534e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106767 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16989 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108844 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116623 members 
Mstep: Class 13 contains 30641 members 
Mstep: Class 14 contains 109418 members 
Mstep: Class 17 contains 22441 members 
Mstep: Class 18 contains 47313 members 
Mstep: Class 19 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815144.000000 Penalty: 34500.488281
Iteration 221Q: 17 clusters Score -7.281514e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106839 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 108893 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116725 members 
Mstep: Class 13 contains 30704 members 
Mstep: Class 14 contains 109409 members 
Mstep: Class 17 contains 22311 members 
Mstep: Class 18 contains 47193 members 
Mstep: Class 19 contains 3502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815024.000000 Penalty: 34500.488281
Iteration 222Q: 17 clusters Score -7.281502e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106884 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16978 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108945 members 
Mstep: Class 10 contains 11410 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116806 members 
Mstep: Class 13 contains 30769 members 
Mstep: Class 14 contains 109402 members 
Mstep: Class 17 contains 22185 members 
Mstep: Class 18 contains 47060 members 
Mstep: Class 19 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814896.000000 Penalty: 34500.488281
Iteration 223Q: 17 clusters Score -7.28149e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106916 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 108990 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116904 members 
Mstep: Class 13 contains 30847 members 
Mstep: Class 14 contains 109397 members 
Mstep: Class 17 contains 22044 members 
Mstep: Class 18 contains 46951 members 
Mstep: Class 19 contains 3530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814616.000000 Penalty: 34500.488281
Iteration 224Q: 17 clusters Score -7.281462e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106973 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 109046 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116989 members 
Mstep: Class 13 contains 30929 members 
Mstep: Class 14 contains 109384 members 
Mstep: Class 17 contains 21904 members 
Mstep: Class 18 contains 46832 members 
Mstep: Class 19 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814560.000000 Penalty: 34500.488281
Iteration 225Q: 17 clusters Score -7.281456e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107033 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16973 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 109082 members 
Mstep: Class 10 contains 11374 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117078 members 
Mstep: Class 13 contains 31016 members 
Mstep: Class 14 contains 109376 members 
Mstep: Class 17 contains 21749 members 
Mstep: Class 18 contains 46720 members 
Mstep: Class 19 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814400.000000 Penalty: 34500.488281
Iteration 226Q: 17 clusters Score -7.28144e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107050 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16970 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 109124 members 
Mstep: Class 10 contains 11378 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117181 members 
Mstep: Class 13 contains 31114 members 
Mstep: Class 14 contains 109371 members 
Mstep: Class 17 contains 21612 members 
Mstep: Class 18 contains 46593 members 
Mstep: Class 19 contains 3568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814320.000000 Penalty: 34500.488281
Iteration 227Q: 17 clusters Score -7.281432e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107102 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16965 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 109166 members 
Mstep: Class 10 contains 11378 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117238 members 
Mstep: Class 13 contains 31213 members 
Mstep: Class 14 contains 109366 members 
Mstep: Class 17 contains 21467 members 
Mstep: Class 18 contains 46497 members 
Mstep: Class 19 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814360.000000 Penalty: 34500.488281
Iteration 228Q: 17 clusters Score -7.281436e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107162 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16956 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 109202 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117255 members 
Mstep: Class 13 contains 31328 members 
Mstep: Class 14 contains 109355 members 
Mstep: Class 17 contains 21337 members 
Mstep: Class 18 contains 46424 members 
Mstep: Class 19 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814112.000000 Penalty: 34500.488281
Iteration 229Q: 17 clusters Score -7.281411e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107207 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16951 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 109251 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117259 members 
Mstep: Class 13 contains 31444 members 
Mstep: Class 14 contains 109348 members 
Mstep: Class 17 contains 21195 members 
Mstep: Class 18 contains 46358 members 
Mstep: Class 19 contains 3582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814184.000000 Penalty: 34500.488281
Iteration 230Q: 17 clusters Score -7.281418e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107258 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16944 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 109285 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117261 members 
Mstep: Class 13 contains 31577 members 
Mstep: Class 14 contains 109341 members 
Mstep: Class 17 contains 21045 members 
Mstep: Class 18 contains 46287 members 
Mstep: Class 19 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813960.000000 Penalty: 34500.488281
Iteration 231Q: 17 clusters Score -7.281396e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107258 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16942 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 109346 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117243 members 
Mstep: Class 13 contains 31703 members 
Mstep: Class 14 contains 109340 members 
Mstep: Class 17 contains 20905 members 
Mstep: Class 18 contains 46240 members 
Mstep: Class 19 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813896.000000 Penalty: 34500.488281
Iteration 232Q: 17 clusters Score -7.28139e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107255 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16941 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 109390 members 
Mstep: Class 10 contains 11393 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117229 members 
Mstep: Class 13 contains 31816 members 
Mstep: Class 14 contains 109330 members 
Mstep: Class 17 contains 20764 members 
Mstep: Class 18 contains 46231 members 
Mstep: Class 19 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813912.000000 Penalty: 34500.488281
Iteration 233Q: 17 clusters Score -7.281391e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107286 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16940 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 109425 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117193 members 
Mstep: Class 13 contains 31938 members 
Mstep: Class 14 contains 109316 members 
Mstep: Class 17 contains 20627 members 
Mstep: Class 18 contains 46220 members 
Mstep: Class 19 contains 3623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813672.000000 Penalty: 34500.488281
Iteration 234Q: 17 clusters Score -7.281367e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107296 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16939 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 109461 members 
Mstep: Class 10 contains 11395 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117145 members 
Mstep: Class 13 contains 32077 members 
Mstep: Class 14 contains 109315 members 
Mstep: Class 17 contains 20489 members 
Mstep: Class 18 contains 46203 members 
Mstep: Class 19 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813728.000000 Penalty: 34500.488281
Iteration 235Q: 17 clusters Score -7.281373e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107301 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16935 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 109489 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117095 members 
Mstep: Class 13 contains 32218 members 
Mstep: Class 14 contains 109315 members 
Mstep: Class 17 contains 20356 members 
Mstep: Class 18 contains 46191 members 
Mstep: Class 19 contains 3657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813832.000000 Penalty: 34500.488281
Iteration 236Q: 17 clusters Score -7.281383e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107295 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16929 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 109520 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 117032 members 
Mstep: Class 13 contains 32349 members 
Mstep: Class 14 contains 109318 members 
Mstep: Class 17 contains 20241 members 
Mstep: Class 18 contains 46180 members 
Mstep: Class 19 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813864.000000 Penalty: 34500.488281
Iteration 237Q: 17 clusters Score -7.281386e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107309 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109535 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116980 members 
Mstep: Class 13 contains 32494 members 
Mstep: Class 14 contains 109309 members 
Mstep: Class 17 contains 20127 members 
Mstep: Class 18 contains 46148 members 
Mstep: Class 19 contains 3707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813832.000000 Penalty: 34500.488281
Iteration 238Q: 17 clusters Score -7.281383e+07 nChanged 711
Entering ConstructFrom: 
Score: -72813832.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -75796.781250 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -75796.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74597.445312 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -74597.45 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74937.226562 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -74937.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75105.140625 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -75105.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75182.257812 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -75182.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75256.343750 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -75256.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -75330.335938 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -75330.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75466.382812 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -75466.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -75608.062500 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -75608.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -75716.875000 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -75716.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -75781.703125 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -75781.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -75832.656250 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -75832.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75862.257812 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -75862.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75875.578125 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -75875.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75883.789062 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -75883.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75900.835938 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -75900.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75928.062500 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -75928.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75944.585938 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -75944.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75957.945312 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -75957.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75962.289062 Penalty: 2153.683105
	Iteration 18Q: 3 clusters Score -75962.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75964.945312 Penalty: 2153.683105
	Iteration 19Q: 3 clusters Score -75964.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75965.921875 Penalty: 2153.683105
	Iteration 20F: 3 clusters Score -75965.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107315 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16916 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109545 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116933 members 
Mstep: Class 13 contains 32656 members 
Mstep: Class 14 contains 109304 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 3728 members 
Entering Unmasked Estep 
Score: -72812944.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72813832.000000 to -72812944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -62341.652344 Penalty: 1038.686523
	Iteration 0F: 2 clusters Score -62341.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61291.109375 Penalty: 2077.373047
	Iteration 0F: 3 clusters Score -61291.11 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61761.609375 Penalty: 2077.373047
	Iteration 1F: 3 clusters Score -61761.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61955.437500 Penalty: 2077.373047
	Iteration 2F: 3 clusters Score -61955.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62076.222656 Penalty: 2077.373047
	Iteration 3F: 3 clusters Score -62076.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62127.257812 Penalty: 2077.373047
	Iteration 4Q: 3 clusters Score -62127.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62172.000000 Penalty: 2077.373047
	Iteration 5Q: 3 clusters Score -62172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62223.742188 Penalty: 2077.373047
	Iteration 6Q: 3 clusters Score -62223.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62250.476562 Penalty: 2077.373047
	Iteration 7Q: 3 clusters Score -62250.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62258.855469 Penalty: 2077.373047
	Iteration 8Q: 3 clusters Score -62258.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62291.308594 Penalty: 2077.373047
	Iteration 9Q: 3 clusters Score -62291.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62318.144531 Penalty: 2077.373047
	Iteration 10Q: 3 clusters Score -62318.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62354.750000 Penalty: 2077.373047
	Iteration 11Q: 3 clusters Score -62354.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62390.476562 Penalty: 2077.373047
	Iteration 12Q: 3 clusters Score -62390.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62413.523438 Penalty: 2077.373047
	Iteration 13Q: 3 clusters Score -62413.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62466.355469 Penalty: 2077.373047
	Iteration 14Q: 3 clusters Score -62466.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62531.101562 Penalty: 2077.373047
	Iteration 15Q: 3 clusters Score -62531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62584.214844 Penalty: 2077.373047
	Iteration 16Q: 3 clusters Score -62584.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62650.203125 Penalty: 2077.373047
	Iteration 17Q: 3 clusters Score -62650.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62696.367188 Penalty: 2077.373047
	Iteration 18Q: 3 clusters Score -62696.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62727.785156 Penalty: 2077.373047
	Iteration 19Q: 3 clusters Score -62727.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62750.246094 Penalty: 2077.373047
	Iteration 20F: 3 clusters Score -62750.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62771.476562 Penalty: 2077.373047
	Iteration 21Q: 3 clusters Score -62771.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62798.648438 Penalty: 2077.373047
	Iteration 22Q: 3 clusters Score -62798.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62803.941406 Penalty: 2077.373047
	Iteration 23Q: 3 clusters Score -62803.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62838.046875 Penalty: 2077.373047
	Iteration 24Q: 3 clusters Score -62838.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62865.968750 Penalty: 2077.373047
	Iteration 25Q: 3 clusters Score -62865.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62877.128906 Penalty: 2077.373047
	Iteration 26Q: 3 clusters Score -62877.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62880.699219 Penalty: 2077.373047
	Iteration 27Q: 3 clusters Score -62880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62899.011719 Penalty: 2077.373047
	Iteration 28Q: 3 clusters Score -62899.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62908.296875 Penalty: 2077.373047
	Iteration 29Q: 3 clusters Score -62908.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62912.109375 Penalty: 2077.373047
	Iteration 30Q: 3 clusters Score -62912.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62914.179688 Penalty: 2077.373047
	Iteration 31F: 3 clusters Score -62914.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62919.839844 Penalty: 2077.373047
	Iteration 32Q: 3 clusters Score -62919.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62924.234375 Penalty: 2077.373047
	Iteration 33Q: 3 clusters Score -62924.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62924.234375 Penalty: 2077.373047
	Iteration 34F: 3 clusters Score -62924.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 292 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107315 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16916 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109545 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116933 members 
Mstep: Class 13 contains 32656 members 
Mstep: Class 14 contains 109304 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 3728 members 
Entering Unmasked Estep 
Score: -72813336.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72813832.000000 to -72813336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36664.785156 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36664.79 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37007.308594 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37007.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37239.804688 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37239.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37445.906250 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37445.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37532.757812 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -37532.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37599.175781 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -37599.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37606.187500 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -37606.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37614.386719 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -37614.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37627.046875 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -37627.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37631.343750 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -37631.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37647.121094 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -37647.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37668.355469 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -37668.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37690.960938 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -37690.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37709.996094 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -37710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37721.593750 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -37721.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37733.433594 Penalty: 2024.906494
	Iteration 15Q: 3 clusters Score -37733.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37761.742188 Penalty: 2024.906494
	Iteration 16Q: 3 clusters Score -37761.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37793.777344 Penalty: 2024.906494
	Iteration 17Q: 3 clusters Score -37793.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37863.921875 Penalty: 2024.906494
	Iteration 18Q: 3 clusters Score -37863.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37894.101562 Penalty: 2024.906494
	Iteration 19Q: 3 clusters Score -37894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37935.578125 Penalty: 2024.906494
	Iteration 20F: 3 clusters Score -37935.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38040.765625 Penalty: 2024.906494
	Iteration 21Q: 3 clusters Score -38040.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38147.898438 Penalty: 2024.906494
	Iteration 22Q: 3 clusters Score -38147.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38244.812500 Penalty: 2024.906494
	Iteration 23Q: 3 clusters Score -38244.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38322.554688 Penalty: 2024.906494
	Iteration 24Q: 3 clusters Score -38322.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38352.105469 Penalty: 2024.906494
	Iteration 25Q: 3 clusters Score -38352.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38365.507812 Penalty: 2024.906494
	Iteration 26Q: 3 clusters Score -38365.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38368.417969 Penalty: 2024.906494
	Iteration 27Q: 3 clusters Score -38368.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38372.121094 Penalty: 2024.906494
	Iteration 28Q: 3 clusters Score -38372.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38378.003906 Penalty: 2024.906494
	Iteration 29Q: 3 clusters Score -38378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38404.605469 Penalty: 2024.906494
	Iteration 30F: 3 clusters Score -38404.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38482.574219 Penalty: 2024.906494
	Iteration 31Q: 3 clusters Score -38482.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38497.718750 Penalty: 2024.906494
	Iteration 32Q: 3 clusters Score -38497.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38498.226562 Penalty: 2024.906494
	Iteration 33Q: 3 clusters Score -38498.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38498.226562 Penalty: 2024.906494
	Iteration 34F: 3 clusters Score -38498.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 107315 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16916 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109545 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116933 members 
Mstep: Class 13 contains 32656 members 
Mstep: Class 14 contains 109304 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 3728 members 
Entering Unmasked Estep 
Score: -72813632.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72813832.000000 to -72813632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (107315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Entering Unmasked Estep 
Score: -13665188.000000 Penalty: 1882.322632
	Iteration 0F: 2 clusters Score -1.366519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -13594733.000000 Penalty: 3764.645264
	Iteration 0F: 3 clusters Score -1.359473e+07 nChanged 51546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -13625172.000000 Penalty: 3764.645264
	Iteration 1F: 3 clusters Score -1.362517e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -13626230.000000 Penalty: 3764.645264
	Iteration 2Q: 3 clusters Score -1.362623e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -13627984.000000 Penalty: 3764.645264
	Iteration 3Q: 3 clusters Score -1.362798e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -13630883.000000 Penalty: 3764.645264
	Iteration 4F: 3 clusters Score -1.363088e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -13635805.000000 Penalty: 3764.645264
	Iteration 5F: 3 clusters Score -1.36358e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -13642618.000000 Penalty: 3764.645264
	Iteration 6F: 3 clusters Score -1.364262e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -13649928.000000 Penalty: 3764.645264
	Iteration 7F: 3 clusters Score -1.364993e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 95018 members 
Entering Unmasked Estep 
Score: -13655680.000000 Penalty: 3764.645264
	Iteration 8F: 3 clusters Score -1.365568e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -13659318.000000 Penalty: 3764.645264
	Iteration 9Q: 3 clusters Score -1.365932e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -13661361.000000 Penalty: 3764.645264
	Iteration 10Q: 3 clusters Score -1.366136e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -13662581.000000 Penalty: 3764.645264
	Iteration 11Q: 3 clusters Score -1.366258e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -13663225.000000 Penalty: 3764.645264
	Iteration 12Q: 3 clusters Score -1.366322e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -13663575.000000 Penalty: 3764.645264
	Iteration 13Q: 3 clusters Score -1.366358e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -13663636.000000 Penalty: 3764.645264
	Iteration 14Q: 3 clusters Score -1.366364e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 106460 members 
Entering Unmasked Estep 
Score: -13663679.000000 Penalty: 3764.645264
	Iteration 15Q: 3 clusters Score -1.366368e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -13663732.000000 Penalty: 3764.645264
	Iteration 16Q: 3 clusters Score -1.366373e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -13663789.000000 Penalty: 3764.645264
	Iteration 17Q: 3 clusters Score -1.366379e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 106803 members 
Entering Unmasked Estep 
Score: -13663814.000000 Penalty: 3764.645264
	Iteration 18Q: 3 clusters Score -1.366381e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -13663822.000000 Penalty: 3764.645264
	Iteration 19Q: 3 clusters Score -1.366382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -13663819.000000 Penalty: 3764.645264
	Iteration 20F: 3 clusters Score -1.366382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
Score: -13663811.000000 Penalty: 3764.645264
	Iteration 21Q: 3 clusters Score -1.366381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -13663811.000000 Penalty: 3764.645264
	Iteration 22Q: 3 clusters Score -1.366381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 106930 members 
Entering Unmasked Estep 
Score: -13663806.000000 Penalty: 3764.645264
	Iteration 23Q: 3 clusters Score -1.366381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 106943 members 
Entering Unmasked Estep 
Score: -13663822.000000 Penalty: 3764.645264
	Iteration 24Q: 3 clusters Score -1.366382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -13663829.000000 Penalty: 3764.645264
	Iteration 25Q: 3 clusters Score -1.366383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 106964 members 
Entering Unmasked Estep 
Score: -13663825.000000 Penalty: 3764.645264
	Iteration 26Q: 3 clusters Score -1.366382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -13663843.000000 Penalty: 3764.645264
	Iteration 27Q: 3 clusters Score -1.366384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 106980 members 
Entering Unmasked Estep 
Score: -13663852.000000 Penalty: 3764.645264
	Iteration 28Q: 3 clusters Score -1.366385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -13663858.000000 Penalty: 3764.645264
	Iteration 29Q: 3 clusters Score -1.366386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -13663848.000000 Penalty: 3764.645264
	Iteration 30Q: 3 clusters Score -1.366385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 106989 members 
Entering Unmasked Estep 
Score: -13663853.000000 Penalty: 3764.645264
	Iteration 31Q: 3 clusters Score -1.366385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -13663863.000000 Penalty: 3764.645264
	Iteration 32Q: 3 clusters Score -1.366386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -13663863.000000 Penalty: 3764.645264
	Iteration 33F: 3 clusters Score -1.366386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12148.326172 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12148.33 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12525.147461 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12525.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12601.633789 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -12601.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12656.449219 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -12656.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12692.152344 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -12692.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12780.684570 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -12780.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12852.770508 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -12852.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12871.355469 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -12871.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12901.300781 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -12901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12909.232422 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -12909.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12942.353516 Penalty: 1877.736938
	Iteration 10Q: 3 clusters Score -12942.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12945.558594 Penalty: 1877.736938
	Iteration 11Q: 3 clusters Score -12945.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12945.558594 Penalty: 1877.736938
	Iteration 12F: 3 clusters Score -12945.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107315 members 
Mstep: Class 5 contains 105 members 
Mstep: Class 6 contains 16916 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109545 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116933 members 
Mstep: Class 13 contains 32656 members 
Mstep: Class 14 contains 109304 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 3728 members 
Entering Unmasked Estep 
Score: -72812760.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72813832.000000 to -72812760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Entering Unmasked Estep 
Score: -2119362.750000 Penalty: 1582.102539
	Iteration 0F: 2 clusters Score -2119363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2107793.000000 Penalty: 3164.205078
	Iteration 0F: 3 clusters Score -2107793 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2111654.500000 Penalty: 3164.205078
	Iteration 1F: 3 clusters Score -2111654 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2111938.750000 Penalty: 3164.205078
	Iteration 2F: 3 clusters Score -2111939 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2112161.000000 Penalty: 3164.205078
	Iteration 3Q: 3 clusters Score -2112161 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2112321.500000 Penalty: 3164.205078
	Iteration 4Q: 3 clusters Score -2112322 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2112461.000000 Penalty: 3164.205078
	Iteration 5Q: 3 clusters Score -2112461 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2112597.250000 Penalty: 3164.205078
	Iteration 6Q: 3 clusters Score -2112597 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2112731.250000 Penalty: 3164.205078
	Iteration 7Q: 3 clusters Score -2112731 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2112872.250000 Penalty: 3164.205078
	Iteration 8Q: 3 clusters Score -2112872 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2113086.500000 Penalty: 3164.205078
	Iteration 9Q: 3 clusters Score -2113086 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2113395.500000 Penalty: 3164.205078
	Iteration 10Q: 3 clusters Score -2113396 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2113799.000000 Penalty: 3164.205078
	Iteration 11Q: 3 clusters Score -2113799 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2114282.250000 Penalty: 3164.205078
	Iteration 12Q: 3 clusters Score -2114282 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2114868.250000 Penalty: 3164.205078
	Iteration 13F: 3 clusters Score -2114868 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2115490.250000 Penalty: 3164.205078
	Iteration 14F: 3 clusters Score -2115490 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2116053.500000 Penalty: 3164.205078
	Iteration 15F: 3 clusters Score -2116054 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2116499.500000 Penalty: 3164.205078
	Iteration 16Q: 3 clusters Score -2116500 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2116836.500000 Penalty: 3164.205078
	Iteration 17Q: 3 clusters Score -2116836 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2117051.500000 Penalty: 3164.205078
	Iteration 18Q: 3 clusters Score -2117052 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2117192.250000 Penalty: 3164.205078
	Iteration 19Q: 3 clusters Score -2117192 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2117298.500000 Penalty: 3164.205078
	Iteration 20F: 3 clusters Score -2117298 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2117378.500000 Penalty: 3164.205078
	Iteration 21Q: 3 clusters Score -2117378 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2117460.250000 Penalty: 3164.205078
	Iteration 22Q: 3 clusters Score -2117460 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2117540.000000 Penalty: 3164.205078
	Iteration 23Q: 3 clusters Score -2117540 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2117595.000000 Penalty: 3164.205078
	Iteration 24Q: 3 clusters Score -2117595 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2117639.250000 Penalty: 3164.205078
	Iteration 25Q: 3 clusters Score -2117639 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2117683.750000 Penalty: 3164.205078
	Iteration 26Q: 3 clusters Score -2117684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2117714.750000 Penalty: 3164.205078
	Iteration 27Q: 3 clusters Score -2117715 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2117750.000000 Penalty: 3164.205078
	Iteration 28Q: 3 clusters Score -2117750 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2117774.000000 Penalty: 3164.205078
	Iteration 29Q: 3 clusters Score -2117774 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2117798.250000 Penalty: 3164.205078
	Iteration 30Q: 3 clusters Score -2117798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2117831.000000 Penalty: 3164.205078
	Iteration 31Q: 3 clusters Score -2117831 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2117857.750000 Penalty: 3164.205078
	Iteration 32Q: 3 clusters Score -2117858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2117878.500000 Penalty: 3164.205078
	Iteration 33Q: 3 clusters Score -2117878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2117900.500000 Penalty: 3164.205078
	Iteration 34Q: 3 clusters Score -2117900 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2117916.500000 Penalty: 3164.205078
	Iteration 35Q: 3 clusters Score -2117916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2117928.500000 Penalty: 3164.205078
	Iteration 36Q: 3 clusters Score -2117928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2117943.000000 Penalty: 3164.205078
	Iteration 37Q: 3 clusters Score -2117943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2117959.750000 Penalty: 3164.205078
	Iteration 38Q: 3 clusters Score -2117960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2117974.750000 Penalty: 3164.205078
	Iteration 39Q: 3 clusters Score -2117975 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2117989.500000 Penalty: 3164.205078
	Iteration 40F: 3 clusters Score -2117990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2118006.500000 Penalty: 3164.205078
	Iteration 41Q: 3 clusters Score -2118006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2118025.750000 Penalty: 3164.205078
	Iteration 42Q: 3 clusters Score -2118026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2118033.750000 Penalty: 3164.205078
	Iteration 43Q: 3 clusters Score -2118034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2118043.000000 Penalty: 3164.205078
	Iteration 44Q: 3 clusters Score -2118043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2118053.750000 Penalty: 3164.205078
	Iteration 45Q: 3 clusters Score -2118054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2118063.750000 Penalty: 3164.205078
	Iteration 46Q: 3 clusters Score -2118064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2118075.250000 Penalty: 3164.205078
	Iteration 47Q: 3 clusters Score -2118075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2118085.750000 Penalty: 3164.205078
	Iteration 48Q: 3 clusters Score -2118086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2118094.750000 Penalty: 3164.205078
	Iteration 49Q: 3 clusters Score -2118095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2118103.250000 Penalty: 3164.205078
	Iteration 50Q: 3 clusters Score -2118103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2118109.000000 Penalty: 3164.205078
	Iteration 51Q: 3 clusters Score -2118109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2118116.500000 Penalty: 3164.205078
	Iteration 52Q: 3 clusters Score -2118116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2118123.750000 Penalty: 3164.205078
	Iteration 53Q: 3 clusters Score -2118124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2118130.250000 Penalty: 3164.205078
	Iteration 54Q: 3 clusters Score -2118130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2118135.500000 Penalty: 3164.205078
	Iteration 55Q: 3 clusters Score -2118136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2118139.250000 Penalty: 3164.205078
	Iteration 56Q: 3 clusters Score -2118139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2118144.500000 Penalty: 3164.205078
	Iteration 57Q: 3 clusters Score -2118144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2118150.250000 Penalty: 3164.205078
	Iteration 58Q: 3 clusters Score -2118150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2118153.250000 Penalty: 3164.205078
	Iteration 59Q: 3 clusters Score -2118153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2118157.750000 Penalty: 3164.205078
	Iteration 60F: 3 clusters Score -2118158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2118161.000000 Penalty: 3164.205078
	Iteration 61Q: 3 clusters Score -2118161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2118162.750000 Penalty: 3164.205078
	Iteration 62Q: 3 clusters Score -2118163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2118167.500000 Penalty: 3164.205078
	Iteration 63Q: 3 clusters Score -2118168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2118170.000000 Penalty: 3164.205078
	Iteration 64Q: 3 clusters Score -2118170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2118165.000000 Penalty: 3164.205078
	Iteration 65Q: 3 clusters Score -2118165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2118169.000000 Penalty: 3164.205078
	Iteration 66Q: 3 clusters Score -2118169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2118169.250000 Penalty: 3164.205078
	Iteration 67Q: 3 clusters Score -2118169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2118169.750000 Penalty: 3164.205078
	Iteration 68Q: 3 clusters Score -2118170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2118170.250000 Penalty: 3164.205078
	Iteration 69Q: 3 clusters Score -2118170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2118169.750000 Penalty: 3164.205078
	Iteration 70Q: 3 clusters Score -2118170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2118171.250000 Penalty: 3164.205078
	Iteration 71Q: 3 clusters Score -2118171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2118173.000000 Penalty: 3164.205078
	Iteration 72Q: 3 clusters Score -2118173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2118172.500000 Penalty: 3164.205078
	Iteration 73Q: 3 clusters Score -2118172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2118173.750000 Penalty: 3164.205078
	Iteration 74Q: 3 clusters Score -2118174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2118174.000000 Penalty: 3164.205078
	Iteration 75Q: 3 clusters Score -2118174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2118173.750000 Penalty: 3164.205078
	Iteration 76Q: 3 clusters Score -2118174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2118175.750000 Penalty: 3164.205078
	Iteration 77Q: 3 clusters Score -2118176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2118173.500000 Penalty: 3164.205078
	Iteration 78Q: 3 clusters Score -2118174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2118173.500000 Penalty: 3164.205078
	Iteration 79Q: 3 clusters Score -2118174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2118174.250000 Penalty: 3164.205078
	Iteration 80F: 3 clusters Score -2118174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2118173.750000 Penalty: 3164.205078
	Iteration 81Q: 3 clusters Score -2118174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2118173.750000 Penalty: 3164.205078
	Iteration 82F: 3 clusters Score -2118174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -325517.375000 Penalty: 1282.098022
	Iteration 0F: 2 clusters Score -325517.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -323005.875000 Penalty: 2564.196045
	Iteration 0F: 3 clusters Score -323005.9 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -323615.968750 Penalty: 2564.196045
	Iteration 1F: 3 clusters Score -323616 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -323774.843750 Penalty: 2564.196045
	Iteration 2F: 3 clusters Score -323774.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -323955.468750 Penalty: 2564.196045
	Iteration 3F: 3 clusters Score -323955.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -324150.937500 Penalty: 2564.196045
	Iteration 4F: 3 clusters Score -324150.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -324323.875000 Penalty: 2564.196045
	Iteration 5F: 3 clusters Score -324323.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -324485.250000 Penalty: 2564.196045
	Iteration 6F: 3 clusters Score -324485.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -324635.812500 Penalty: 2564.196045
	Iteration 7Q: 3 clusters Score -324635.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -324740.218750 Penalty: 2564.196045
	Iteration 8Q: 3 clusters Score -324740.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -324801.031250 Penalty: 2564.196045
	Iteration 9Q: 3 clusters Score -324801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -324850.531250 Penalty: 2564.196045
	Iteration 10Q: 3 clusters Score -324850.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -324877.437500 Penalty: 2564.196045
	Iteration 11Q: 3 clusters Score -324877.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -324890.062500 Penalty: 2564.196045
	Iteration 12Q: 3 clusters Score -324890.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -324895.875000 Penalty: 2564.196045
	Iteration 13Q: 3 clusters Score -324895.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -324903.250000 Penalty: 2564.196045
	Iteration 14Q: 3 clusters Score -324903.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -324911.250000 Penalty: 2564.196045
	Iteration 15Q: 3 clusters Score -324911.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -324919.375000 Penalty: 2564.196045
	Iteration 16Q: 3 clusters Score -324919.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -324927.375000 Penalty: 2564.196045
	Iteration 17Q: 3 clusters Score -324927.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -324933.718750 Penalty: 2564.196045
	Iteration 18Q: 3 clusters Score -324933.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -324943.343750 Penalty: 2564.196045
	Iteration 19Q: 3 clusters Score -324943.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -324952.062500 Penalty: 2564.196045
	Iteration 20F: 3 clusters Score -324952.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -324964.031250 Penalty: 2564.196045
	Iteration 21Q: 3 clusters Score -324964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -324975.843750 Penalty: 2564.196045
	Iteration 22Q: 3 clusters Score -324975.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -324993.906250 Penalty: 2564.196045
	Iteration 23Q: 3 clusters Score -324993.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -325009.750000 Penalty: 2564.196045
	Iteration 24Q: 3 clusters Score -325009.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -325027.562500 Penalty: 2564.196045
	Iteration 25Q: 3 clusters Score -325027.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -325038.375000 Penalty: 2564.196045
	Iteration 26Q: 3 clusters Score -325038.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -325053.625000 Penalty: 2564.196045
	Iteration 27Q: 3 clusters Score -325053.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -325084.718750 Penalty: 2564.196045
	Iteration 28Q: 3 clusters Score -325084.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -325125.437500 Penalty: 2564.196045
	Iteration 29Q: 3 clusters Score -325125.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -325162.781250 Penalty: 2564.196045
	Iteration 30Q: 3 clusters Score -325162.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -325225.906250 Penalty: 2564.196045
	Iteration 31Q: 3 clusters Score -325225.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -325301.750000 Penalty: 2564.196045
	Iteration 32Q: 3 clusters Score -325301.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -325366.937500 Penalty: 2564.196045
	Iteration 33Q: 3 clusters Score -325366.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -325416.500000 Penalty: 2564.196045
	Iteration 34Q: 3 clusters Score -325416.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -325444.500000 Penalty: 2564.196045
	Iteration 35Q: 3 clusters Score -325444.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -325456.593750 Penalty: 2564.196045
	Iteration 36Q: 3 clusters Score -325456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -325460.062500 Penalty: 2564.196045
	Iteration 37Q: 3 clusters Score -325460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -325460.093750 Penalty: 2564.196045
	Iteration 38Q: 3 clusters Score -325460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -325461.062500 Penalty: 2564.196045
	Iteration 39Q: 3 clusters Score -325461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -325461.531250 Penalty: 2564.196045
	Iteration 40F: 3 clusters Score -325461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -325462.406250 Penalty: 2564.196045
	Iteration 41Q: 3 clusters Score -325462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -325462.468750 Penalty: 2564.196045
	Iteration 42Q: 3 clusters Score -325462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -325463.218750 Penalty: 2564.196045
	Iteration 43Q: 3 clusters Score -325463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -325463.875000 Penalty: 2564.196045
	Iteration 44Q: 3 clusters Score -325463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -325465.437500 Penalty: 2564.196045
	Iteration 45Q: 3 clusters Score -325465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -325465.562500 Penalty: 2564.196045
	Iteration 46Q: 3 clusters Score -325465.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -325465.468750 Penalty: 2564.196045
	Iteration 47Q: 3 clusters Score -325465.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -325465.468750 Penalty: 2564.196045
	Iteration 48F: 3 clusters Score -325465.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109545 members 
Entering Unmasked Estep 
Score: -13965692.000000 Penalty: 1885.664795
	Iteration 0F: 2 clusters Score -1.396569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -13896735.000000 Penalty: 3771.329590
	Iteration 0F: 3 clusters Score -1.389674e+07 nChanged 52579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -13927836.000000 Penalty: 3771.329590
	Iteration 1F: 3 clusters Score -1.392784e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -13928909.000000 Penalty: 3771.329590
	Iteration 2Q: 3 clusters Score -1.392891e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -13930288.000000 Penalty: 3771.329590
	Iteration 3Q: 3 clusters Score -1.393029e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -13932147.000000 Penalty: 3771.329590
	Iteration 4Q: 3 clusters Score -1.393215e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -13934466.000000 Penalty: 3771.329590
	Iteration 5Q: 3 clusters Score -1.393447e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -13937708.000000 Penalty: 3771.329590
	Iteration 6F: 3 clusters Score -1.393771e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -13941870.000000 Penalty: 3771.329590
	Iteration 7F: 3 clusters Score -1.394187e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -13946586.000000 Penalty: 3771.329590
	Iteration 8F: 3 clusters Score -1.394659e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -13950836.000000 Penalty: 3771.329590
	Iteration 9F: 3 clusters Score -1.395084e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -13953633.000000 Penalty: 3771.329590
	Iteration 10Q: 3 clusters Score -1.395363e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -13954932.000000 Penalty: 3771.329590
	Iteration 11Q: 3 clusters Score -1.395493e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -13955683.000000 Penalty: 3771.329590
	Iteration 12Q: 3 clusters Score -1.395568e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -13956305.000000 Penalty: 3771.329590
	Iteration 13Q: 3 clusters Score -1.39563e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -13956905.000000 Penalty: 3771.329590
	Iteration 14Q: 3 clusters Score -1.39569e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -13957428.000000 Penalty: 3771.329590
	Iteration 15Q: 3 clusters Score -1.395743e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 85780 members 
Entering Unmasked Estep 
Score: -13958042.000000 Penalty: 3771.329590
	Iteration 16Q: 3 clusters Score -1.395804e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -13958348.000000 Penalty: 3771.329590
	Iteration 17Q: 3 clusters Score -1.395835e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -13958836.000000 Penalty: 3771.329590
	Iteration 18Q: 3 clusters Score -1.395884e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -13959273.000000 Penalty: 3771.329590
	Iteration 19Q: 3 clusters Score -1.395927e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -13959814.000000 Penalty: 3771.329590
	Iteration 20F: 3 clusters Score -1.395981e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -13960432.000000 Penalty: 3771.329590
	Iteration 21Q: 3 clusters Score -1.396043e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -13960981.000000 Penalty: 3771.329590
	Iteration 22Q: 3 clusters Score -1.396098e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -13961517.000000 Penalty: 3771.329590
	Iteration 23Q: 3 clusters Score -1.396152e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 98056 members 
Entering Unmasked Estep 
Score: -13961975.000000 Penalty: 3771.329590
	Iteration 24Q: 3 clusters Score -1.396198e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -13962391.000000 Penalty: 3771.329590
	Iteration 25Q: 3 clusters Score -1.396239e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -13962800.000000 Penalty: 3771.329590
	Iteration 26Q: 3 clusters Score -1.39628e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -13963164.000000 Penalty: 3771.329590
	Iteration 27Q: 3 clusters Score -1.396316e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -13963431.000000 Penalty: 3771.329590
	Iteration 28Q: 3 clusters Score -1.396343e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 104989 members 
Entering Unmasked Estep 
Score: -13963649.000000 Penalty: 3771.329590
	Iteration 29Q: 3 clusters Score -1.396365e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 105978 members 
Entering Unmasked Estep 
Score: -13963963.000000 Penalty: 3771.329590
	Iteration 30Q: 3 clusters Score -1.396396e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 106819 members 
Entering Unmasked Estep 
Score: -13964224.000000 Penalty: 3771.329590
	Iteration 31Q: 3 clusters Score -1.396422e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 107464 members 
Entering Unmasked Estep 
Score: -13964422.000000 Penalty: 3771.329590
	Iteration 32Q: 3 clusters Score -1.396442e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 107920 members 
Entering Unmasked Estep 
Score: -13964529.000000 Penalty: 3771.329590
	Iteration 33Q: 3 clusters Score -1.396453e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -13964586.000000 Penalty: 3771.329590
	Iteration 34Q: 3 clusters Score -1.396459e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 108476 members 
Entering Unmasked Estep 
Score: -13964575.000000 Penalty: 3771.329590
	Iteration 35Q: 3 clusters Score -1.396458e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -13964608.000000 Penalty: 3771.329590
	Iteration 36Q: 3 clusters Score -1.396461e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -13964600.000000 Penalty: 3771.329590
	Iteration 37Q: 3 clusters Score -1.39646e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -13964610.000000 Penalty: 3771.329590
	Iteration 38Q: 3 clusters Score -1.396461e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -13964613.000000 Penalty: 3771.329590
	Iteration 39Q: 3 clusters Score -1.396461e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -13964602.000000 Penalty: 3771.329590
	Iteration 40F: 3 clusters Score -1.39646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 108928 members 
Entering Unmasked Estep 
Score: -13964595.000000 Penalty: 3771.329590
	Iteration 41Q: 3 clusters Score -1.39646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 108952 members 
Entering Unmasked Estep 
Score: -13964594.000000 Penalty: 3771.329590
	Iteration 42Q: 3 clusters Score -1.396459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -13964597.000000 Penalty: 3771.329590
	Iteration 43Q: 3 clusters Score -1.39646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 108986 members 
Entering Unmasked Estep 
Score: -13964603.000000 Penalty: 3771.329590
	Iteration 44Q: 3 clusters Score -1.39646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -13964580.000000 Penalty: 3771.329590
	Iteration 45Q: 3 clusters Score -1.396458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 109013 members 
Entering Unmasked Estep 
Score: -13964584.000000 Penalty: 3771.329590
	Iteration 46Q: 3 clusters Score -1.396458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -13964576.000000 Penalty: 3771.329590
	Iteration 47Q: 3 clusters Score -1.396458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -13964583.000000 Penalty: 3771.329590
	Iteration 48Q: 3 clusters Score -1.396458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -13964588.000000 Penalty: 3771.329590
	Iteration 49Q: 3 clusters Score -1.396459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 109027 members 
Entering Unmasked Estep 
Score: -13964574.000000 Penalty: 3771.329590
	Iteration 50Q: 3 clusters Score -1.396457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -13964583.000000 Penalty: 3771.329590
	Iteration 51Q: 3 clusters Score -1.396458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -13964583.000000 Penalty: 3771.329590
	Iteration 52F: 3 clusters Score -1.396458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Entering Unmasked Estep 
Score: -1467579.500000 Penalty: 1518.456421
	Iteration 0F: 2 clusters Score -1467580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1459556.875000 Penalty: 3036.912842
	Iteration 0F: 3 clusters Score -1459557 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1462139.000000 Penalty: 3036.912842
	Iteration 1F: 3 clusters Score -1462139 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1462341.250000 Penalty: 3036.912842
	Iteration 2F: 3 clusters Score -1462341 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1462504.625000 Penalty: 3036.912842
	Iteration 3Q: 3 clusters Score -1462505 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1462656.250000 Penalty: 3036.912842
	Iteration 4Q: 3 clusters Score -1462656 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1462817.500000 Penalty: 3036.912842
	Iteration 5Q: 3 clusters Score -1462818 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1463005.375000 Penalty: 3036.912842
	Iteration 6Q: 3 clusters Score -1463005 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1463231.625000 Penalty: 3036.912842
	Iteration 7Q: 3 clusters Score -1463232 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1463560.375000 Penalty: 3036.912842
	Iteration 8Q: 3 clusters Score -1463560 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1464010.000000 Penalty: 3036.912842
	Iteration 9F: 3 clusters Score -1464010 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1464572.875000 Penalty: 3036.912842
	Iteration 10F: 3 clusters Score -1464573 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1465130.625000 Penalty: 3036.912842
	Iteration 11F: 3 clusters Score -1465131 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1465501.500000 Penalty: 3036.912842
	Iteration 12Q: 3 clusters Score -1465502 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1465675.250000 Penalty: 3036.912842
	Iteration 13Q: 3 clusters Score -1465675 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1465766.750000 Penalty: 3036.912842
	Iteration 14Q: 3 clusters Score -1465767 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1465826.500000 Penalty: 3036.912842
	Iteration 15Q: 3 clusters Score -1465826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1465872.250000 Penalty: 3036.912842
	Iteration 16Q: 3 clusters Score -1465872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1465903.375000 Penalty: 3036.912842
	Iteration 17Q: 3 clusters Score -1465903 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1465935.125000 Penalty: 3036.912842
	Iteration 18Q: 3 clusters Score -1465935 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1465965.000000 Penalty: 3036.912842
	Iteration 19Q: 3 clusters Score -1465965 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1465999.125000 Penalty: 3036.912842
	Iteration 20F: 3 clusters Score -1465999 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1466023.625000 Penalty: 3036.912842
	Iteration 21Q: 3 clusters Score -1466024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1466047.500000 Penalty: 3036.912842
	Iteration 22Q: 3 clusters Score -1466048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1466070.875000 Penalty: 3036.912842
	Iteration 23Q: 3 clusters Score -1466071 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1466097.625000 Penalty: 3036.912842
	Iteration 24Q: 3 clusters Score -1466098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1466117.875000 Penalty: 3036.912842
	Iteration 25Q: 3 clusters Score -1466118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1466123.250000 Penalty: 3036.912842
	Iteration 26Q: 3 clusters Score -1466123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1466135.375000 Penalty: 3036.912842
	Iteration 27Q: 3 clusters Score -1466135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1466145.875000 Penalty: 3036.912842
	Iteration 28Q: 3 clusters Score -1466146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1466157.875000 Penalty: 3036.912842
	Iteration 29Q: 3 clusters Score -1466158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1466163.750000 Penalty: 3036.912842
	Iteration 30Q: 3 clusters Score -1466164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1466169.625000 Penalty: 3036.912842
	Iteration 31Q: 3 clusters Score -1466170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1466181.000000 Penalty: 3036.912842
	Iteration 32Q: 3 clusters Score -1466181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1466182.125000 Penalty: 3036.912842
	Iteration 33Q: 3 clusters Score -1466182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1466196.750000 Penalty: 3036.912842
	Iteration 34Q: 3 clusters Score -1466197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1466202.875000 Penalty: 3036.912842
	Iteration 35Q: 3 clusters Score -1466203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1466208.500000 Penalty: 3036.912842
	Iteration 36Q: 3 clusters Score -1466208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1466213.375000 Penalty: 3036.912842
	Iteration 37Q: 3 clusters Score -1466213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1466214.125000 Penalty: 3036.912842
	Iteration 38Q: 3 clusters Score -1466214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1466221.500000 Penalty: 3036.912842
	Iteration 39Q: 3 clusters Score -1466222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1466226.500000 Penalty: 3036.912842
	Iteration 40F: 3 clusters Score -1466226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1466231.875000 Penalty: 3036.912842
	Iteration 41Q: 3 clusters Score -1466232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1466233.875000 Penalty: 3036.912842
	Iteration 42Q: 3 clusters Score -1466234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1466236.875000 Penalty: 3036.912842
	Iteration 43Q: 3 clusters Score -1466237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1466240.125000 Penalty: 3036.912842
	Iteration 44Q: 3 clusters Score -1466240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1466241.375000 Penalty: 3036.912842
	Iteration 45Q: 3 clusters Score -1466241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1466245.250000 Penalty: 3036.912842
	Iteration 46Q: 3 clusters Score -1466245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1466250.125000 Penalty: 3036.912842
	Iteration 47Q: 3 clusters Score -1466250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1466252.500000 Penalty: 3036.912842
	Iteration 48Q: 3 clusters Score -1466252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1466258.875000 Penalty: 3036.912842
	Iteration 49Q: 3 clusters Score -1466259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1466260.875000 Penalty: 3036.912842
	Iteration 50Q: 3 clusters Score -1466261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1466261.625000 Penalty: 3036.912842
	Iteration 51Q: 3 clusters Score -1466262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1466267.375000 Penalty: 3036.912842
	Iteration 52Q: 3 clusters Score -1466267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1466269.125000 Penalty: 3036.912842
	Iteration 53Q: 3 clusters Score -1466269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1466270.500000 Penalty: 3036.912842
	Iteration 54Q: 3 clusters Score -1466270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1466277.375000 Penalty: 3036.912842
	Iteration 55Q: 3 clusters Score -1466277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1466279.500000 Penalty: 3036.912842
	Iteration 56Q: 3 clusters Score -1466280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1466291.625000 Penalty: 3036.912842
	Iteration 57Q: 3 clusters Score -1466292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1466298.250000 Penalty: 3036.912842
	Iteration 58Q: 3 clusters Score -1466298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1466304.500000 Penalty: 3036.912842
	Iteration 59Q: 3 clusters Score -1466304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1466307.750000 Penalty: 3036.912842
	Iteration 60F: 3 clusters Score -1466308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1466309.750000 Penalty: 3036.912842
	Iteration 61Q: 3 clusters Score -1466310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1466318.375000 Penalty: 3036.912842
	Iteration 62Q: 3 clusters Score -1466318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1466321.125000 Penalty: 3036.912842
	Iteration 63Q: 3 clusters Score -1466321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1466322.875000 Penalty: 3036.912842
	Iteration 64Q: 3 clusters Score -1466323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1466326.625000 Penalty: 3036.912842
	Iteration 65Q: 3 clusters Score -1466327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1466328.250000 Penalty: 3036.912842
	Iteration 66Q: 3 clusters Score -1466328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1466331.750000 Penalty: 3036.912842
	Iteration 67Q: 3 clusters Score -1466332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1466332.625000 Penalty: 3036.912842
	Iteration 68Q: 3 clusters Score -1466333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1466333.375000 Penalty: 3036.912842
	Iteration 69Q: 3 clusters Score -1466333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1466334.125000 Penalty: 3036.912842
	Iteration 70Q: 3 clusters Score -1466334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1466334.000000 Penalty: 3036.912842
	Iteration 71Q: 3 clusters Score -1466334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1466334.000000 Penalty: 3036.912842
	Iteration 72F: 3 clusters Score -1466334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51120.660156 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51120.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51245.648438 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51245.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51265.898438 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51278.769531 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51278.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51289.398438 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51289.398438 Penalty: 1878.741699
	Iteration 5F: 3 clusters Score -51289.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (116933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116933 members 
Entering Unmasked Estep 
Score: -14936138.000000 Penalty: 1896.270386
	Iteration 0F: 2 clusters Score -1.493614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -14866654.000000 Penalty: 3792.540771
	Iteration 0F: 3 clusters Score -1.486665e+07 nChanged 56235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -14899606.000000 Penalty: 3792.540771
	Iteration 1F: 3 clusters Score -1.489961e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -14900824.000000 Penalty: 3792.540771
	Iteration 2Q: 3 clusters Score -1.490082e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -14902664.000000 Penalty: 3792.540771
	Iteration 3Q: 3 clusters Score -1.490266e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -14905607.000000 Penalty: 3792.540771
	Iteration 4F: 3 clusters Score -1.490561e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -14909782.000000 Penalty: 3792.540771
	Iteration 5F: 3 clusters Score -1.490978e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -14914795.000000 Penalty: 3792.540771
	Iteration 6F: 3 clusters Score -1.49148e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -14920015.000000 Penalty: 3792.540771
	Iteration 7F: 3 clusters Score -1.492002e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -14924408.000000 Penalty: 3792.540771
	Iteration 8F: 3 clusters Score -1.492441e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -14926732.000000 Penalty: 3792.540771
	Iteration 9Q: 3 clusters Score -1.492673e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -14927728.000000 Penalty: 3792.540771
	Iteration 10Q: 3 clusters Score -1.492773e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -14928265.000000 Penalty: 3792.540771
	Iteration 11Q: 3 clusters Score -1.492826e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -14928628.000000 Penalty: 3792.540771
	Iteration 12Q: 3 clusters Score -1.492863e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -14929111.000000 Penalty: 3792.540771
	Iteration 13Q: 3 clusters Score -1.492911e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 81754 members 
Entering Unmasked Estep 
Score: -14929614.000000 Penalty: 3792.540771
	Iteration 14Q: 3 clusters Score -1.492961e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -14930029.000000 Penalty: 3792.540771
	Iteration 15Q: 3 clusters Score -1.493003e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -14930519.000000 Penalty: 3792.540771
	Iteration 16Q: 3 clusters Score -1.493052e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -14931011.000000 Penalty: 3792.540771
	Iteration 17Q: 3 clusters Score -1.493101e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -14931393.000000 Penalty: 3792.540771
	Iteration 18Q: 3 clusters Score -1.493139e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -14931880.000000 Penalty: 3792.540771
	Iteration 19Q: 3 clusters Score -1.493188e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -14932483.000000 Penalty: 3792.540771
	Iteration 20F: 3 clusters Score -1.493248e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -14933168.000000 Penalty: 3792.540771
	Iteration 21Q: 3 clusters Score -1.493317e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -14933856.000000 Penalty: 3792.540771
	Iteration 22Q: 3 clusters Score -1.493386e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 98769 members 
Entering Unmasked Estep 
Score: -14934753.000000 Penalty: 3792.540771
	Iteration 23Q: 3 clusters Score -1.493475e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -14935637.000000 Penalty: 3792.540771
	Iteration 24Q: 3 clusters Score -1.493564e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 103777 members 
Entering Unmasked Estep 
Score: -14936215.000000 Penalty: 3792.540771
	Iteration 25Q: 3 clusters Score -1.493622e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -14936876.000000 Penalty: 3792.540771
	Iteration 26Q: 3 clusters Score -1.493688e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -14937262.000000 Penalty: 3792.540771
	Iteration 27Q: 3 clusters Score -1.493726e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 110305 members 
Entering Unmasked Estep 
Score: -14937317.000000 Penalty: 3792.540771
	Iteration 28Q: 3 clusters Score -1.493732e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 111677 members 
Entering Unmasked Estep 
Score: -14937111.000000 Penalty: 3792.540771
	Iteration 29Q: 3 clusters Score -1.493711e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 112718 members 
Entering Unmasked Estep 
Score: -14936834.000000 Penalty: 3792.540771
	Iteration 30Q: 3 clusters Score -1.493683e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -14936550.000000 Penalty: 3792.540771
	Iteration 31Q: 3 clusters Score -1.493655e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -14936200.000000 Penalty: 3792.540771
	Iteration 32Q: 3 clusters Score -1.49362e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
Score: -14936005.000000 Penalty: 3792.540771
	Iteration 33Q: 3 clusters Score -1.4936e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -14935833.000000 Penalty: 3792.540771
	Iteration 34Q: 3 clusters Score -1.493583e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -14935726.000000 Penalty: 3792.540771
	Iteration 35Q: 3 clusters Score -1.493573e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 115512 members 
Entering Unmasked Estep 
Score: -14935658.000000 Penalty: 3792.540771
	Iteration 36Q: 3 clusters Score -1.493566e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -14935614.000000 Penalty: 3792.540771
	Iteration 37Q: 3 clusters Score -1.493561e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
Score: -14935547.000000 Penalty: 3792.540771
	Iteration 38Q: 3 clusters Score -1.493555e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
Score: -14935498.000000 Penalty: 3792.540771
	Iteration 39Q: 3 clusters Score -1.49355e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 115985 members 
Entering Unmasked Estep 
Score: -14935474.000000 Penalty: 3792.540771
	Iteration 40F: 3 clusters Score -1.493547e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 116049 members 
Entering Unmasked Estep 
Score: -14935404.000000 Penalty: 3792.540771
	Iteration 41Q: 3 clusters Score -1.49354e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 116098 members 
Entering Unmasked Estep 
Score: -14935357.000000 Penalty: 3792.540771
	Iteration 42Q: 3 clusters Score -1.493536e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -14935339.000000 Penalty: 3792.540771
	Iteration 43Q: 3 clusters Score -1.493534e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -14935351.000000 Penalty: 3792.540771
	Iteration 44Q: 3 clusters Score -1.493535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 116173 members 
Entering Unmasked Estep 
Score: -14935355.000000 Penalty: 3792.540771
	Iteration 45Q: 3 clusters Score -1.493536e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -14935345.000000 Penalty: 3792.540771
	Iteration 46Q: 3 clusters Score -1.493534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 116203 members 
Entering Unmasked Estep 
Score: -14935337.000000 Penalty: 3792.540771
	Iteration 47Q: 3 clusters Score -1.493534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 116210 members 
Entering Unmasked Estep 
Score: -14935336.000000 Penalty: 3792.540771
	Iteration 48Q: 3 clusters Score -1.493534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 116216 members 
Entering Unmasked Estep 
Score: -14935350.000000 Penalty: 3792.540771
	Iteration 49Q: 3 clusters Score -1.493535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 116223 members 
Entering Unmasked Estep 
Score: -14935342.000000 Penalty: 3792.540771
	Iteration 50Q: 3 clusters Score -1.493534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -14935339.000000 Penalty: 3792.540771
	Iteration 51Q: 3 clusters Score -1.493534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -14935331.000000 Penalty: 3792.540771
	Iteration 52Q: 3 clusters Score -1.493533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -14935321.000000 Penalty: 3792.540771
	Iteration 53Q: 3 clusters Score -1.493532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 116250 members 
Entering Unmasked Estep 
Score: -14935320.000000 Penalty: 3792.540771
	Iteration 54Q: 3 clusters Score -1.493532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 116256 members 
Entering Unmasked Estep 
Score: -14935325.000000 Penalty: 3792.540771
	Iteration 55Q: 3 clusters Score -1.493532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 116261 members 
Entering Unmasked Estep 
Score: -14935328.000000 Penalty: 3792.540771
	Iteration 56Q: 3 clusters Score -1.493533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 116266 members 
Entering Unmasked Estep 
Score: -14935340.000000 Penalty: 3792.540771
	Iteration 57Q: 3 clusters Score -1.493534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 116276 members 
Entering Unmasked Estep 
Score: -14935344.000000 Penalty: 3792.540771
	Iteration 58Q: 3 clusters Score -1.493534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 116279 members 
Entering Unmasked Estep 
Score: -14935353.000000 Penalty: 3792.540771
	Iteration 59Q: 3 clusters Score -1.493535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 116280 members 
Entering Unmasked Estep 
Score: -14935355.000000 Penalty: 3792.540771
	Iteration 60F: 3 clusters Score -1.493536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -14935354.000000 Penalty: 3792.540771
	Iteration 61Q: 3 clusters Score -1.493535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -14935353.000000 Penalty: 3792.540771
	Iteration 62Q: 3 clusters Score -1.493535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 116282 members 
Entering Unmasked Estep 
Score: -14935350.000000 Penalty: 3792.540771
	Iteration 63Q: 3 clusters Score -1.493535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -14935355.000000 Penalty: 3792.540771
	Iteration 64Q: 3 clusters Score -1.493536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -14935355.000000 Penalty: 3792.540771
	Iteration 65F: 3 clusters Score -1.493536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Entering Unmasked Estep 
Score: -4204752.000000 Penalty: 1688.989868
	Iteration 0F: 2 clusters Score -4204752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -4182793.750000 Penalty: 3377.979736
	Iteration 0F: 3 clusters Score -4182794 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4191085.250000 Penalty: 3377.979736
	Iteration 1F: 3 clusters Score -4191085 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4191490.250000 Penalty: 3377.979736
	Iteration 2Q: 3 clusters Score -4191490 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4192020.000000 Penalty: 3377.979736
	Iteration 3Q: 3 clusters Score -4192020 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4192700.750000 Penalty: 3377.979736
	Iteration 4Q: 3 clusters Score -4192701 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4193708.500000 Penalty: 3377.979736
	Iteration 5F: 3 clusters Score -4193708 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -4195268.500000 Penalty: 3377.979736
	Iteration 6F: 3 clusters Score -4195268 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4197393.500000 Penalty: 3377.979736
	Iteration 7F: 3 clusters Score -4197394 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -4199577.500000 Penalty: 3377.979736
	Iteration 8F: 3 clusters Score -4199578 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -4201252.500000 Penalty: 3377.979736
	Iteration 9F: 3 clusters Score -4201252 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -4202264.500000 Penalty: 3377.979736
	Iteration 10Q: 3 clusters Score -4202264 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4202769.500000 Penalty: 3377.979736
	Iteration 11Q: 3 clusters Score -4202770 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4203035.500000 Penalty: 3377.979736
	Iteration 12Q: 3 clusters Score -4203036 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -4203201.000000 Penalty: 3377.979736
	Iteration 13Q: 3 clusters Score -4203201 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4203311.000000 Penalty: 3377.979736
	Iteration 14Q: 3 clusters Score -4203311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4203370.500000 Penalty: 3377.979736
	Iteration 15Q: 3 clusters Score -4203370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4203422.500000 Penalty: 3377.979736
	Iteration 16Q: 3 clusters Score -4203422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4203453.500000 Penalty: 3377.979736
	Iteration 17Q: 3 clusters Score -4203454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4203474.000000 Penalty: 3377.979736
	Iteration 18Q: 3 clusters Score -4203474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4203485.000000 Penalty: 3377.979736
	Iteration 19Q: 3 clusters Score -4203485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4203493.000000 Penalty: 3377.979736
	Iteration 20F: 3 clusters Score -4203493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4203500.000000 Penalty: 3377.979736
	Iteration 21Q: 3 clusters Score -4203500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4203503.500000 Penalty: 3377.979736
	Iteration 22Q: 3 clusters Score -4203504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4203503.500000 Penalty: 3377.979736
	Iteration 23Q: 3 clusters Score -4203504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4203510.000000 Penalty: 3377.979736
	Iteration 24Q: 3 clusters Score -4203510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4203511.500000 Penalty: 3377.979736
	Iteration 25Q: 3 clusters Score -4203512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4203519.500000 Penalty: 3377.979736
	Iteration 26Q: 3 clusters Score -4203520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4203525.500000 Penalty: 3377.979736
	Iteration 27Q: 3 clusters Score -4203526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4203529.500000 Penalty: 3377.979736
	Iteration 28Q: 3 clusters Score -4203530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4203531.000000 Penalty: 3377.979736
	Iteration 29Q: 3 clusters Score -4203531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4203528.500000 Penalty: 3377.979736
	Iteration 30Q: 3 clusters Score -4203528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4203528.000000 Penalty: 3377.979736
	Iteration 31Q: 3 clusters Score -4203528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4203522.500000 Penalty: 3377.979736
	Iteration 32Q: 3 clusters Score -4203522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -4203528.500000 Penalty: 3377.979736
	Iteration 33Q: 3 clusters Score -4203528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -4203527.000000 Penalty: 3377.979736
	Iteration 34Q: 3 clusters Score -4203527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4203523.000000 Penalty: 3377.979736
	Iteration 35Q: 3 clusters Score -4203523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4203521.000000 Penalty: 3377.979736
	Iteration 36Q: 3 clusters Score -4203521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4203518.500000 Penalty: 3377.979736
	Iteration 37Q: 3 clusters Score -4203518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4203518.500000 Penalty: 3377.979736
	Iteration 38F: 3 clusters Score -4203518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109304 members 
Entering Unmasked Estep 
Score: -14148223.000000 Penalty: 1885.306885
	Iteration 0F: 2 clusters Score -1.414822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -14083677.000000 Penalty: 3770.613770
	Iteration 0F: 3 clusters Score -1.408368e+07 nChanged 52475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -14115223.000000 Penalty: 3770.613770
	Iteration 1F: 3 clusters Score -1.411522e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -14117746.000000 Penalty: 3770.613770
	Iteration 2F: 3 clusters Score -1.411775e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -14121167.000000 Penalty: 3770.613770
	Iteration 3F: 3 clusters Score -1.412117e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -14125950.000000 Penalty: 3770.613770
	Iteration 4F: 3 clusters Score -1.412595e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -14130220.000000 Penalty: 3770.613770
	Iteration 5F: 3 clusters Score -1.413022e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -14133943.000000 Penalty: 3770.613770
	Iteration 6F: 3 clusters Score -1.413394e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 91325 members 
Entering Unmasked Estep 
Score: -14137171.000000 Penalty: 3770.613770
	Iteration 7Q: 3 clusters Score -1.413717e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 95614 members 
Entering Unmasked Estep 
Score: -14139941.000000 Penalty: 3770.613770
	Iteration 8Q: 3 clusters Score -1.413994e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -14142155.000000 Penalty: 3770.613770
	Iteration 9Q: 3 clusters Score -1.414216e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
Score: -14144370.000000 Penalty: 3770.613770
	Iteration 10Q: 3 clusters Score -1.414437e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -14145703.000000 Penalty: 3770.613770
	Iteration 11Q: 3 clusters Score -1.41457e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -14146243.000000 Penalty: 3770.613770
	Iteration 12Q: 3 clusters Score -1.414624e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -14146532.000000 Penalty: 3770.613770
	Iteration 13Q: 3 clusters Score -1.414653e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -14146712.000000 Penalty: 3770.613770
	Iteration 14Q: 3 clusters Score -1.414671e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -14146816.000000 Penalty: 3770.613770
	Iteration 15Q: 3 clusters Score -1.414682e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -14146835.000000 Penalty: 3770.613770
	Iteration 16Q: 3 clusters Score -1.414684e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -14146845.000000 Penalty: 3770.613770
	Iteration 17Q: 3 clusters Score -1.414684e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 108212 members 
Entering Unmasked Estep 
Score: -14146925.000000 Penalty: 3770.613770
	Iteration 18Q: 3 clusters Score -1.414692e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 108349 members 
Entering Unmasked Estep 
Score: -14146961.000000 Penalty: 3770.613770
	Iteration 19Q: 3 clusters Score -1.414696e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 108431 members 
Entering Unmasked Estep 
Score: -14146980.000000 Penalty: 3770.613770
	Iteration 20F: 3 clusters Score -1.414698e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 108501 members 
Entering Unmasked Estep 
Score: -14146978.000000 Penalty: 3770.613770
	Iteration 21Q: 3 clusters Score -1.414698e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -14146973.000000 Penalty: 3770.613770
	Iteration 22Q: 3 clusters Score -1.414697e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -14147003.000000 Penalty: 3770.613770
	Iteration 23Q: 3 clusters Score -1.4147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -14146990.000000 Penalty: 3770.613770
	Iteration 24Q: 3 clusters Score -1.414699e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 108632 members 
Entering Unmasked Estep 
Score: -14146982.000000 Penalty: 3770.613770
	Iteration 25Q: 3 clusters Score -1.414698e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -14146994.000000 Penalty: 3770.613770
	Iteration 26Q: 3 clusters Score -1.414699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 108651 members 
Entering Unmasked Estep 
Score: -14146998.000000 Penalty: 3770.613770
	Iteration 27Q: 3 clusters Score -1.4147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 108658 members 
Entering Unmasked Estep 
Score: -14147009.000000 Penalty: 3770.613770
	Iteration 28Q: 3 clusters Score -1.414701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -14146997.000000 Penalty: 3770.613770
	Iteration 29Q: 3 clusters Score -1.4147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 108676 members 
Entering Unmasked Estep 
Score: -14147005.000000 Penalty: 3770.613770
	Iteration 30Q: 3 clusters Score -1.4147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -14147004.000000 Penalty: 3770.613770
	Iteration 31Q: 3 clusters Score -1.4147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -14147007.000000 Penalty: 3770.613770
	Iteration 32Q: 3 clusters Score -1.414701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -14147009.000000 Penalty: 3770.613770
	Iteration 33Q: 3 clusters Score -1.414701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 108698 members 
Entering Unmasked Estep 
Score: -14147012.000000 Penalty: 3770.613770
	Iteration 34Q: 3 clusters Score -1.414701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -14147001.000000 Penalty: 3770.613770
	Iteration 35Q: 3 clusters Score -1.4147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -14147005.000000 Penalty: 3770.613770
	Iteration 36Q: 3 clusters Score -1.4147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 108715 members 
Entering Unmasked Estep 
Score: -14147005.000000 Penalty: 3770.613770
	Iteration 37Q: 3 clusters Score -1.4147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -14147012.000000 Penalty: 3770.613770
	Iteration 38Q: 3 clusters Score -1.414701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 108715 members 
Entering Unmasked Estep 
Score: -14147018.000000 Penalty: 3770.613770
	Iteration 39Q: 3 clusters Score -1.414702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -14147009.000000 Penalty: 3770.613770
	Iteration 40F: 3 clusters Score -1.414701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -14147011.000000 Penalty: 3770.613770
	Iteration 41Q: 3 clusters Score -1.414701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 108718 members 
Entering Unmasked Estep 
Score: -14147001.000000 Penalty: 3770.613770
	Iteration 42Q: 3 clusters Score -1.4147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -14147010.000000 Penalty: 3770.613770
	Iteration 43Q: 3 clusters Score -1.414701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -14147014.000000 Penalty: 3770.613770
	Iteration 44Q: 3 clusters Score -1.414701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 108727 members 
Entering Unmasked Estep 
Score: -14147015.000000 Penalty: 3770.613770
	Iteration 45Q: 3 clusters Score -1.414702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -14147027.000000 Penalty: 3770.613770
	Iteration 46Q: 3 clusters Score -1.414703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 108733 members 
Entering Unmasked Estep 
Score: -14147029.000000 Penalty: 3770.613770
	Iteration 47Q: 3 clusters Score -1.414703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 108734 members 
Entering Unmasked Estep 
Score: -14147035.000000 Penalty: 3770.613770
	Iteration 48Q: 3 clusters Score -1.414704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 108734 members 
Entering Unmasked Estep 
Score: -14147035.000000 Penalty: 3770.613770
	Iteration 49F: 3 clusters Score -1.414704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Entering Unmasked Estep 
Score: -2579814.000000 Penalty: 1609.243530
	Iteration 0F: 2 clusters Score -2579814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2566220.750000 Penalty: 3218.487061
	Iteration 0F: 3 clusters Score -2566221 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2571030.250000 Penalty: 3218.487061
	Iteration 1F: 3 clusters Score -2571030 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2571423.500000 Penalty: 3218.487061
	Iteration 2F: 3 clusters Score -2571424 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2571871.250000 Penalty: 3218.487061
	Iteration 3F: 3 clusters Score -2571871 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2572468.750000 Penalty: 3218.487061
	Iteration 4F: 3 clusters Score -2572469 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2573227.000000 Penalty: 3218.487061
	Iteration 5F: 3 clusters Score -2573227 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2574178.500000 Penalty: 3218.487061
	Iteration 6F: 3 clusters Score -2574178 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2575321.750000 Penalty: 3218.487061
	Iteration 7F: 3 clusters Score -2575322 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2576485.250000 Penalty: 3218.487061
	Iteration 8F: 3 clusters Score -2576485 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2577364.500000 Penalty: 3218.487061
	Iteration 9Q: 3 clusters Score -2577364 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2577885.500000 Penalty: 3218.487061
	Iteration 10Q: 3 clusters Score -2577886 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2578155.250000 Penalty: 3218.487061
	Iteration 11Q: 3 clusters Score -2578155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2578292.500000 Penalty: 3218.487061
	Iteration 12Q: 3 clusters Score -2578292 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2578387.500000 Penalty: 3218.487061
	Iteration 13Q: 3 clusters Score -2578388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2578448.000000 Penalty: 3218.487061
	Iteration 14Q: 3 clusters Score -2578448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2578479.000000 Penalty: 3218.487061
	Iteration 15Q: 3 clusters Score -2578479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2578497.500000 Penalty: 3218.487061
	Iteration 16Q: 3 clusters Score -2578498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2578526.750000 Penalty: 3218.487061
	Iteration 17Q: 3 clusters Score -2578527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2578536.000000 Penalty: 3218.487061
	Iteration 18Q: 3 clusters Score -2578536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2578546.500000 Penalty: 3218.487061
	Iteration 19Q: 3 clusters Score -2578546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2578550.000000 Penalty: 3218.487061
	Iteration 20F: 3 clusters Score -2578550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2578556.000000 Penalty: 3218.487061
	Iteration 21Q: 3 clusters Score -2578556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2578557.000000 Penalty: 3218.487061
	Iteration 22Q: 3 clusters Score -2578557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2578558.500000 Penalty: 3218.487061
	Iteration 23Q: 3 clusters Score -2578558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2578557.000000 Penalty: 3218.487061
	Iteration 24Q: 3 clusters Score -2578557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2578562.250000 Penalty: 3218.487061
	Iteration 25Q: 3 clusters Score -2578562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2578562.250000 Penalty: 3218.487061
	Iteration 26Q: 3 clusters Score -2578562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2578564.000000 Penalty: 3218.487061
	Iteration 27Q: 3 clusters Score -2578564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2578564.000000 Penalty: 3218.487061
	Iteration 28F: 3 clusters Score -2578564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Entering Unmasked Estep 
Score: -5852228.500000 Penalty: 1745.137085
	Iteration 0F: 2 clusters Score -5852228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -5821524.500000 Penalty: 3490.274170
	Iteration 0F: 3 clusters Score -5821524 nChanged 21475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -5834020.500000 Penalty: 3490.274170
	Iteration 1F: 3 clusters Score -5834020 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -5834895.500000 Penalty: 3490.274170
	Iteration 2Q: 3 clusters Score -5834896 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5836047.500000 Penalty: 3490.274170
	Iteration 3F: 3 clusters Score -5836048 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -5837542.000000 Penalty: 3490.274170
	Iteration 4F: 3 clusters Score -5837542 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -5839539.500000 Penalty: 3490.274170
	Iteration 5F: 3 clusters Score -5839540 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -5841838.000000 Penalty: 3490.274170
	Iteration 6F: 3 clusters Score -5841838 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -5843964.500000 Penalty: 3490.274170
	Iteration 7F: 3 clusters Score -5843964 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -5845778.500000 Penalty: 3490.274170
	Iteration 8Q: 3 clusters Score -5845778 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -5846991.000000 Penalty: 3490.274170
	Iteration 9Q: 3 clusters Score -5846991 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -5847764.500000 Penalty: 3490.274170
	Iteration 10Q: 3 clusters Score -5847764 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -5848271.000000 Penalty: 3490.274170
	Iteration 11Q: 3 clusters Score -5848271 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5848660.500000 Penalty: 3490.274170
	Iteration 12Q: 3 clusters Score -5848660 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5849011.000000 Penalty: 3490.274170
	Iteration 13Q: 3 clusters Score -5849011 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5849326.500000 Penalty: 3490.274170
	Iteration 14Q: 3 clusters Score -5849326 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5849583.000000 Penalty: 3490.274170
	Iteration 15Q: 3 clusters Score -5849583 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5849797.000000 Penalty: 3490.274170
	Iteration 16Q: 3 clusters Score -5849797 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5849969.000000 Penalty: 3490.274170
	Iteration 17Q: 3 clusters Score -5849969 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5850113.500000 Penalty: 3490.274170
	Iteration 18Q: 3 clusters Score -5850114 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5850248.500000 Penalty: 3490.274170
	Iteration 19Q: 3 clusters Score -5850248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5850356.000000 Penalty: 3490.274170
	Iteration 20F: 3 clusters Score -5850356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5850405.000000 Penalty: 3490.274170
	Iteration 21Q: 3 clusters Score -5850405 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5850507.000000 Penalty: 3490.274170
	Iteration 22Q: 3 clusters Score -5850507 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5850585.000000 Penalty: 3490.274170
	Iteration 23Q: 3 clusters Score -5850585 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5850610.000000 Penalty: 3490.274170
	Iteration 24Q: 3 clusters Score -5850610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5850636.500000 Penalty: 3490.274170
	Iteration 25Q: 3 clusters Score -5850636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5850646.500000 Penalty: 3490.274170
	Iteration 26Q: 3 clusters Score -5850646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5850662.500000 Penalty: 3490.274170
	Iteration 27Q: 3 clusters Score -5850662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5850670.500000 Penalty: 3490.274170
	Iteration 28Q: 3 clusters Score -5850670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5850690.000000 Penalty: 3490.274170
	Iteration 29Q: 3 clusters Score -5850690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5850703.000000 Penalty: 3490.274170
	Iteration 30Q: 3 clusters Score -5850703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5850705.000000 Penalty: 3490.274170
	Iteration 31Q: 3 clusters Score -5850705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5850718.500000 Penalty: 3490.274170
	Iteration 32Q: 3 clusters Score -5850718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5850738.000000 Penalty: 3490.274170
	Iteration 33Q: 3 clusters Score -5850738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5850741.000000 Penalty: 3490.274170
	Iteration 34Q: 3 clusters Score -5850741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5850741.000000 Penalty: 3490.274170
	Iteration 35Q: 3 clusters Score -5850741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5850744.000000 Penalty: 3490.274170
	Iteration 36Q: 3 clusters Score -5850744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5850751.000000 Penalty: 3490.274170
	Iteration 37Q: 3 clusters Score -5850751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5850748.500000 Penalty: 3490.274170
	Iteration 38Q: 3 clusters Score -5850748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5850763.500000 Penalty: 3490.274170
	Iteration 39Q: 3 clusters Score -5850764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5850767.500000 Penalty: 3490.274170
	Iteration 40F: 3 clusters Score -5850768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5850773.000000 Penalty: 3490.274170
	Iteration 41Q: 3 clusters Score -5850773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5850777.000000 Penalty: 3490.274170
	Iteration 42Q: 3 clusters Score -5850777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5850780.500000 Penalty: 3490.274170
	Iteration 43Q: 3 clusters Score -5850780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5850783.500000 Penalty: 3490.274170
	Iteration 44Q: 3 clusters Score -5850784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5850784.000000 Penalty: 3490.274170
	Iteration 45Q: 3 clusters Score -5850784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5850779.500000 Penalty: 3490.274170
	Iteration 46Q: 3 clusters Score -5850780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5850783.500000 Penalty: 3490.274170
	Iteration 47Q: 3 clusters Score -5850784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5850782.000000 Penalty: 3490.274170
	Iteration 48Q: 3 clusters Score -5850782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5850777.500000 Penalty: 3490.274170
	Iteration 49Q: 3 clusters Score -5850778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5850778.500000 Penalty: 3490.274170
	Iteration 50Q: 3 clusters Score -5850778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5850786.000000 Penalty: 3490.274170
	Iteration 51Q: 3 clusters Score -5850786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5850790.500000 Penalty: 3490.274170
	Iteration 52Q: 3 clusters Score -5850790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5850792.500000 Penalty: 3490.274170
	Iteration 53Q: 3 clusters Score -5850792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5850795.000000 Penalty: 3490.274170
	Iteration 54Q: 3 clusters Score -5850795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5850794.000000 Penalty: 3490.274170
	Iteration 55Q: 3 clusters Score -5850794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5850796.000000 Penalty: 3490.274170
	Iteration 56Q: 3 clusters Score -5850796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5850792.500000 Penalty: 3490.274170
	Iteration 57Q: 3 clusters Score -5850792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5850790.500000 Penalty: 3490.274170
	Iteration 58Q: 3 clusters Score -5850790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5850792.500000 Penalty: 3490.274170
	Iteration 59Q: 3 clusters Score -5850792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5850793.000000 Penalty: 3490.274170
	Iteration 60F: 3 clusters Score -5850793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5850796.500000 Penalty: 3490.274170
	Iteration 61Q: 3 clusters Score -5850796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5850792.500000 Penalty: 3490.274170
	Iteration 62Q: 3 clusters Score -5850792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5850789.000000 Penalty: 3490.274170
	Iteration 63Q: 3 clusters Score -5850789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5850794.000000 Penalty: 3490.274170
	Iteration 64Q: 3 clusters Score -5850794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5850793.000000 Penalty: 3490.274170
	Iteration 65Q: 3 clusters Score -5850793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5850791.500000 Penalty: 3490.274170
	Iteration 66Q: 3 clusters Score -5850792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5850791.500000 Penalty: 3490.274170
	Iteration 67Q: 3 clusters Score -5850792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5850792.000000 Penalty: 3490.274170
	Iteration 68Q: 3 clusters Score -5850792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5850792.000000 Penalty: 3490.274170
	Iteration 69Q: 3 clusters Score -5850792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5850791.000000 Penalty: 3490.274170
	Iteration 70Q: 3 clusters Score -5850791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5850795.000000 Penalty: 3490.274170
	Iteration 71Q: 3 clusters Score -5850795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5850792.000000 Penalty: 3490.274170
	Iteration 72Q: 3 clusters Score -5850792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5850792.500000 Penalty: 3490.274170
	Iteration 73Q: 3 clusters Score -5850792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5850791.000000 Penalty: 3490.274170
	Iteration 74Q: 3 clusters Score -5850791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5850795.000000 Penalty: 3490.274170
	Iteration 75Q: 3 clusters Score -5850795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5850795.000000 Penalty: 3490.274170
	Iteration 76F: 3 clusters Score -5850795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -485214.125000 Penalty: 1336.339355
	Iteration 0F: 2 clusters Score -485214.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -482039.031250 Penalty: 2672.678711
	Iteration 0F: 3 clusters Score -482039 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -482827.656250 Penalty: 2672.678711
	Iteration 1F: 3 clusters Score -482827.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -482949.062500 Penalty: 2672.678711
	Iteration 2F: 3 clusters Score -482949.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -483022.250000 Penalty: 2672.678711
	Iteration 3Q: 3 clusters Score -483022.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -483088.531250 Penalty: 2672.678711
	Iteration 4Q: 3 clusters Score -483088.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -483139.625000 Penalty: 2672.678711
	Iteration 5Q: 3 clusters Score -483139.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -483175.406250 Penalty: 2672.678711
	Iteration 6Q: 3 clusters Score -483175.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -483209.687500 Penalty: 2672.678711
	Iteration 7Q: 3 clusters Score -483209.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -483248.437500 Penalty: 2672.678711
	Iteration 8Q: 3 clusters Score -483248.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -483298.031250 Penalty: 2672.678711
	Iteration 9Q: 3 clusters Score -483298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -483349.875000 Penalty: 2672.678711
	Iteration 10Q: 3 clusters Score -483349.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -483400.312500 Penalty: 2672.678711
	Iteration 11Q: 3 clusters Score -483400.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -483433.187500 Penalty: 2672.678711
	Iteration 12Q: 3 clusters Score -483433.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -483466.187500 Penalty: 2672.678711
	Iteration 13Q: 3 clusters Score -483466.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -483507.687500 Penalty: 2672.678711
	Iteration 14Q: 3 clusters Score -483507.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -483547.625000 Penalty: 2672.678711
	Iteration 15Q: 3 clusters Score -483547.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -483574.906250 Penalty: 2672.678711
	Iteration 16Q: 3 clusters Score -483574.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -483600.843750 Penalty: 2672.678711
	Iteration 17Q: 3 clusters Score -483600.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -483622.187500 Penalty: 2672.678711
	Iteration 18Q: 3 clusters Score -483622.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -483647.750000 Penalty: 2672.678711
	Iteration 19Q: 3 clusters Score -483647.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -483674.343750 Penalty: 2672.678711
	Iteration 20F: 3 clusters Score -483674.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -483703.187500 Penalty: 2672.678711
	Iteration 21Q: 3 clusters Score -483703.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -483722.250000 Penalty: 2672.678711
	Iteration 22Q: 3 clusters Score -483722.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -483740.687500 Penalty: 2672.678711
	Iteration 23Q: 3 clusters Score -483740.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -483759.843750 Penalty: 2672.678711
	Iteration 24Q: 3 clusters Score -483759.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -483790.343750 Penalty: 2672.678711
	Iteration 25Q: 3 clusters Score -483790.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -483815.187500 Penalty: 2672.678711
	Iteration 26Q: 3 clusters Score -483815.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -483833.812500 Penalty: 2672.678711
	Iteration 27Q: 3 clusters Score -483833.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -483848.500000 Penalty: 2672.678711
	Iteration 28Q: 3 clusters Score -483848.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -483865.406250 Penalty: 2672.678711
	Iteration 29Q: 3 clusters Score -483865.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -483884.187500 Penalty: 2672.678711
	Iteration 30Q: 3 clusters Score -483884.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -483900.468750 Penalty: 2672.678711
	Iteration 31Q: 3 clusters Score -483900.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -483914.187500 Penalty: 2672.678711
	Iteration 32Q: 3 clusters Score -483914.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -483925.812500 Penalty: 2672.678711
	Iteration 33Q: 3 clusters Score -483925.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -483937.312500 Penalty: 2672.678711
	Iteration 34Q: 3 clusters Score -483937.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -483946.531250 Penalty: 2672.678711
	Iteration 35Q: 3 clusters Score -483946.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -483959.843750 Penalty: 2672.678711
	Iteration 36Q: 3 clusters Score -483959.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -483968.781250 Penalty: 2672.678711
	Iteration 37Q: 3 clusters Score -483968.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -483983.062500 Penalty: 2672.678711
	Iteration 38Q: 3 clusters Score -483983.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -483995.187500 Penalty: 2672.678711
	Iteration 39Q: 3 clusters Score -483995.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -484006.343750 Penalty: 2672.678711
	Iteration 40F: 3 clusters Score -484006.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -484016.875000 Penalty: 2672.678711
	Iteration 41Q: 3 clusters Score -484016.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -484028.625000 Penalty: 2672.678711
	Iteration 42Q: 3 clusters Score -484028.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -484038.687500 Penalty: 2672.678711
	Iteration 43Q: 3 clusters Score -484038.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -484047.156250 Penalty: 2672.678711
	Iteration 44Q: 3 clusters Score -484047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -484051.625000 Penalty: 2672.678711
	Iteration 45Q: 3 clusters Score -484051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -484056.156250 Penalty: 2672.678711
	Iteration 46Q: 3 clusters Score -484056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -484057.125000 Penalty: 2672.678711
	Iteration 47Q: 3 clusters Score -484057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -484058.000000 Penalty: 2672.678711
	Iteration 48Q: 3 clusters Score -484058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -484059.625000 Penalty: 2672.678711
	Iteration 49Q: 3 clusters Score -484059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -484059.437500 Penalty: 2672.678711
	Iteration 50Q: 3 clusters Score -484059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -484060.968750 Penalty: 2672.678711
	Iteration 51Q: 3 clusters Score -484061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -484060.968750 Penalty: 2672.678711
	Iteration 52F: 3 clusters Score -484061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107315 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16916 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109545 members 
Mstep: Class 10 contains 11434 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116933 members 
Mstep: Class 13 contains 32656 members 
Mstep: Class 14 contains 109304 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813904.000000 Penalty: 34500.488281
Iteration 239Q: 17 clusters Score -7.28139e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107312 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16914 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 109542 members 
Mstep: Class 10 contains 11450 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116896 members 
Mstep: Class 13 contains 32821 members 
Mstep: Class 14 contains 109305 members 
Mstep: Class 17 contains 19849 members 
Mstep: Class 18 contains 46124 members 
Mstep: Class 19 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813696.000000 Penalty: 34500.488281
Iteration 240F: 17 clusters Score -7.28137e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107323 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16908 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 109565 members 
Mstep: Class 10 contains 11462 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116855 members 
Mstep: Class 13 contains 32981 members 
Mstep: Class 14 contains 109296 members 
Mstep: Class 17 contains 19699 members 
Mstep: Class 18 contains 46104 members 
Mstep: Class 19 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 17 clusters Score -7.281383e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107289 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16897 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 109566 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116811 members 
Mstep: Class 13 contains 33143 members 
Mstep: Class 14 contains 109301 members 
Mstep: Class 17 contains 19567 members 
Mstep: Class 18 contains 46093 members 
Mstep: Class 19 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 17 clusters Score -7.28138e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107201 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16884 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 109580 members 
Mstep: Class 10 contains 11535 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116773 members 
Mstep: Class 13 contains 33335 members 
Mstep: Class 14 contains 109300 members 
Mstep: Class 17 contains 19442 members 
Mstep: Class 18 contains 46089 members 
Mstep: Class 19 contains 3822 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 17 clusters Score -7.281377e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107135 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16878 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 109573 members 
Mstep: Class 10 contains 11569 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116748 members 
Mstep: Class 13 contains 33511 members 
Mstep: Class 14 contains 109301 members 
Mstep: Class 17 contains 19309 members 
Mstep: Class 18 contains 46089 members 
Mstep: Class 19 contains 3848 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 17 clusters Score -7.28137e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107105 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16869 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 109556 members 
Mstep: Class 10 contains 11612 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116706 members 
Mstep: Class 13 contains 33674 members 
Mstep: Class 14 contains 109304 members 
Mstep: Class 17 contains 19200 members 
Mstep: Class 18 contains 46062 members 
Mstep: Class 19 contains 3871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813664.000000 Penalty: 34500.488281
Iteration 245Q: 17 clusters Score -7.281366e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107077 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16855 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109550 members 
Mstep: Class 10 contains 11647 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116661 members 
Mstep: Class 13 contains 33826 members 
Mstep: Class 14 contains 109304 members 
Mstep: Class 17 contains 19089 members 
Mstep: Class 18 contains 46048 members 
Mstep: Class 19 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 17 clusters Score -7.281365e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107040 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16846 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109515 members 
Mstep: Class 10 contains 11673 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116642 members 
Mstep: Class 13 contains 33971 members 
Mstep: Class 14 contains 109307 members 
Mstep: Class 17 contains 18975 members 
Mstep: Class 18 contains 46049 members 
Mstep: Class 19 contains 3939 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 17 clusters Score -7.281362e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 107034 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16827 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 109479 members 
Mstep: Class 10 contains 11694 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116600 members 
Mstep: Class 13 contains 34128 members 
Mstep: Class 14 contains 109316 members 
Mstep: Class 17 contains 18866 members 
Mstep: Class 18 contains 46046 members 
Mstep: Class 19 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 248Q: 17 clusters Score -7.281362e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106996 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16819 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 109456 members 
Mstep: Class 10 contains 11714 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116570 members 
Mstep: Class 13 contains 34274 members 
Mstep: Class 14 contains 109328 members 
Mstep: Class 17 contains 18764 members 
Mstep: Class 18 contains 46037 members 
Mstep: Class 19 contains 3998 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 249Q: 17 clusters Score -7.28136e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106951 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16809 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 109425 members 
Mstep: Class 10 contains 11745 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116561 members 
Mstep: Class 13 contains 34407 members 
Mstep: Class 14 contains 109328 members 
Mstep: Class 17 contains 18664 members 
Mstep: Class 18 contains 46026 members 
Mstep: Class 19 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 250Q: 17 clusters Score -7.281365e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106913 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16798 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109390 members 
Mstep: Class 10 contains 11770 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116559 members 
Mstep: Class 13 contains 34538 members 
Mstep: Class 14 contains 109336 members 
Mstep: Class 17 contains 18569 members 
Mstep: Class 18 contains 46017 members 
Mstep: Class 19 contains 4067 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 17 clusters Score -7.281366e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106858 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16788 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 109360 members 
Mstep: Class 10 contains 11807 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116552 members 
Mstep: Class 13 contains 34670 members 
Mstep: Class 14 contains 109347 members 
Mstep: Class 17 contains 18466 members 
Mstep: Class 18 contains 46008 members 
Mstep: Class 19 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 17 clusters Score -7.281374e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106799 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16788 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 109334 members 
Mstep: Class 10 contains 11845 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116534 members 
Mstep: Class 13 contains 34778 members 
Mstep: Class 14 contains 109354 members 
Mstep: Class 17 contains 18376 members 
Mstep: Class 18 contains 46010 members 
Mstep: Class 19 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 253Q: 17 clusters Score -7.281384e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106701 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16788 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 109302 members 
Mstep: Class 10 contains 11889 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116523 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 109360 members 
Mstep: Class 17 contains 18324 members 
Mstep: Class 18 contains 46001 members 
Mstep: Class 19 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 254Q: 17 clusters Score -7.281357e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106609 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16784 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 109265 members 
Mstep: Class 10 contains 11928 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116509 members 
Mstep: Class 13 contains 35010 members 
Mstep: Class 14 contains 109377 members 
Mstep: Class 17 contains 18283 members 
Mstep: Class 18 contains 45985 members 
Mstep: Class 19 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 17 clusters Score -7.281358e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106535 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16787 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 109231 members 
Mstep: Class 10 contains 11956 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116481 members 
Mstep: Class 13 contains 35135 members 
Mstep: Class 14 contains 109386 members 
Mstep: Class 17 contains 18234 members 
Mstep: Class 18 contains 45971 members 
Mstep: Class 19 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 17 clusters Score -7.281361e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106481 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16789 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 109182 members 
Mstep: Class 10 contains 11988 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116439 members 
Mstep: Class 13 contains 35259 members 
Mstep: Class 14 contains 109402 members 
Mstep: Class 17 contains 18178 members 
Mstep: Class 18 contains 45965 members 
Mstep: Class 19 contains 4273 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 17 clusters Score -7.281359e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106418 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16789 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109162 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116379 members 
Mstep: Class 13 contains 35373 members 
Mstep: Class 14 contains 109421 members 
Mstep: Class 17 contains 18133 members 
Mstep: Class 18 contains 45959 members 
Mstep: Class 19 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 17 clusters Score -7.281366e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106355 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16787 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109139 members 
Mstep: Class 10 contains 12054 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116320 members 
Mstep: Class 13 contains 35491 members 
Mstep: Class 14 contains 109436 members 
Mstep: Class 17 contains 18085 members 
Mstep: Class 18 contains 45959 members 
Mstep: Class 19 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 17 clusters Score -7.281366e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106313 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16788 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 109104 members 
Mstep: Class 10 contains 12085 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116252 members 
Mstep: Class 13 contains 35616 members 
Mstep: Class 14 contains 109459 members 
Mstep: Class 17 contains 18035 members 
Mstep: Class 18 contains 45956 members 
Mstep: Class 19 contains 4350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 17 clusters Score -7.28137e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106284 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16788 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 109080 members 
Mstep: Class 10 contains 12125 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116161 members 
Mstep: Class 13 contains 35738 members 
Mstep: Class 14 contains 109478 members 
Mstep: Class 17 contains 17994 members 
Mstep: Class 18 contains 45943 members 
Mstep: Class 19 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 17 clusters Score -7.281389e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106256 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16787 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 109064 members 
Mstep: Class 10 contains 12153 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116074 members 
Mstep: Class 13 contains 35856 members 
Mstep: Class 14 contains 109495 members 
Mstep: Class 17 contains 17956 members 
Mstep: Class 18 contains 45934 members 
Mstep: Class 19 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 17 clusters Score -7.281397e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106217 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16790 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 109088 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 116000 members 
Mstep: Class 13 contains 35967 members 
Mstep: Class 14 contains 109506 members 
Mstep: Class 17 contains 17898 members 
Mstep: Class 18 contains 45928 members 
Mstep: Class 19 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 17 clusters Score -7.281386e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106192 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16794 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109081 members 
Mstep: Class 10 contains 12185 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115940 members 
Mstep: Class 13 contains 36083 members 
Mstep: Class 14 contains 109518 members 
Mstep: Class 17 contains 17839 members 
Mstep: Class 18 contains 45912 members 
Mstep: Class 19 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 17 clusters Score -7.281396e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106199 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16798 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 109069 members 
Mstep: Class 10 contains 12209 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115874 members 
Mstep: Class 13 contains 36180 members 
Mstep: Class 14 contains 109522 members 
Mstep: Class 17 contains 17776 members 
Mstep: Class 18 contains 45893 members 
Mstep: Class 19 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 265Q: 17 clusters Score -7.281418e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106207 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16799 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 109062 members 
Mstep: Class 10 contains 12227 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115805 members 
Mstep: Class 13 contains 36284 members 
Mstep: Class 14 contains 109531 members 
Mstep: Class 17 contains 17711 members 
Mstep: Class 18 contains 45877 members 
Mstep: Class 19 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 266Q: 17 clusters Score -7.281419e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106184 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16812 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 109053 members 
Mstep: Class 10 contains 12250 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115743 members 
Mstep: Class 13 contains 36395 members 
Mstep: Class 14 contains 109535 members 
Mstep: Class 17 contains 17651 members 
Mstep: Class 18 contains 45861 members 
Mstep: Class 19 contains 4473 members 
Entering Unmasked Estep 
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Iteration 267Q: 17 clusters Score -7.28142e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106144 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16820 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 109049 members 
Mstep: Class 10 contains 12278 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115694 members 
Mstep: Class 13 contains 36503 members 
Mstep: Class 14 contains 109538 members 
Mstep: Class 17 contains 17583 members 
Mstep: Class 18 contains 45858 members 
Mstep: Class 19 contains 4493 members 
Entering Unmasked Estep 
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Iteration 268Q: 17 clusters Score -7.281415e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106099 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16823 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 109037 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115645 members 
Mstep: Class 13 contains 36604 members 
Mstep: Class 14 contains 109546 members 
Mstep: Class 17 contains 17517 members 
Mstep: Class 18 contains 45871 members 
Mstep: Class 19 contains 4512 members 
Entering Unmasked Estep 
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Iteration 269Q: 17 clusters Score -7.281416e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106106 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 109006 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115609 members 
Mstep: Class 13 contains 36698 members 
Mstep: Class 14 contains 109551 members 
Mstep: Class 17 contains 17446 members 
Mstep: Class 18 contains 45862 members 
Mstep: Class 19 contains 4531 members 
Entering Unmasked Estep 
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Iteration 270Q: 17 clusters Score -7.281422e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106119 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108984 members 
Mstep: Class 10 contains 12340 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115570 members 
Mstep: Class 13 contains 36802 members 
Mstep: Class 14 contains 109558 members 
Mstep: Class 17 contains 17364 members 
Mstep: Class 18 contains 45854 members 
Mstep: Class 19 contains 4548 members 
Entering Unmasked Estep 
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Iteration 271Q: 17 clusters Score -7.281426e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106134 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16829 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108952 members 
Mstep: Class 10 contains 12354 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115546 members 
Mstep: Class 13 contains 36897 members 
Mstep: Class 14 contains 109565 members 
Mstep: Class 17 contains 17279 members 
Mstep: Class 18 contains 45845 members 
Mstep: Class 19 contains 4562 members 
Entering Unmasked Estep 
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Iteration 272Q: 17 clusters Score -7.28144e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106121 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16833 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108939 members 
Mstep: Class 10 contains 12373 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115535 members 
Mstep: Class 13 contains 36985 members 
Mstep: Class 14 contains 109572 members 
Mstep: Class 17 contains 17200 members 
Mstep: Class 18 contains 45835 members 
Mstep: Class 19 contains 4568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814336.000000 Penalty: 34500.488281
Iteration 273Q: 17 clusters Score -7.281434e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106107 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108931 members 
Mstep: Class 10 contains 12394 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115517 members 
Mstep: Class 13 contains 37081 members 
Mstep: Class 14 contains 109580 members 
Mstep: Class 17 contains 17120 members 
Mstep: Class 18 contains 45823 members 
Mstep: Class 19 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814296.000000 Penalty: 34500.488281
Iteration 274Q: 17 clusters Score -7.28143e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106123 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16831 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108913 members 
Mstep: Class 10 contains 12419 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115512 members 
Mstep: Class 13 contains 37161 members 
Mstep: Class 14 contains 109586 members 
Mstep: Class 17 contains 17017 members 
Mstep: Class 18 contains 45813 members 
Mstep: Class 19 contains 4585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814312.000000 Penalty: 34500.488281
Iteration 275Q: 17 clusters Score -7.281431e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106129 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108889 members 
Mstep: Class 10 contains 12445 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115514 members 
Mstep: Class 13 contains 37228 members 
Mstep: Class 14 contains 109587 members 
Mstep: Class 17 contains 16930 members 
Mstep: Class 18 contains 45813 members 
Mstep: Class 19 contains 4589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814272.000000 Penalty: 34500.488281
Iteration 276Q: 17 clusters Score -7.281427e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106119 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16842 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108870 members 
Mstep: Class 10 contains 12463 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115513 members 
Mstep: Class 13 contains 37297 members 
Mstep: Class 14 contains 109596 members 
Mstep: Class 17 contains 16857 members 
Mstep: Class 18 contains 45801 members 
Mstep: Class 19 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814120.000000 Penalty: 34500.488281
Iteration 277Q: 17 clusters Score -7.281412e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106117 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16851 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108855 members 
Mstep: Class 10 contains 12492 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115515 members 
Mstep: Class 13 contains 37360 members 
Mstep: Class 14 contains 109604 members 
Mstep: Class 17 contains 16780 members 
Mstep: Class 18 contains 45775 members 
Mstep: Class 19 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814256.000000 Penalty: 34500.488281
Iteration 278Q: 17 clusters Score -7.281426e+07 nChanged 369
Entering ConstructFrom: 
Score: -72814256.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -75904.804688 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -75904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74798.179688 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -74798.18 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75259.531250 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -75259.53 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75468.476562 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -75468.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75597.234375 Penalty: 2154.113525
	Iteration 3F: 3 clusters Score -75597.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -75667.156250 Penalty: 2154.113525
	Iteration 4Q: 3 clusters Score -75667.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75743.539062 Penalty: 2154.113525
	Iteration 5Q: 3 clusters Score -75743.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75790.296875 Penalty: 2154.113525
	Iteration 6Q: 3 clusters Score -75790.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75860.851562 Penalty: 2154.113525
	Iteration 7Q: 3 clusters Score -75860.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75877.437500 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -75877.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75883.468750 Penalty: 2154.113525
	Iteration 9Q: 3 clusters Score -75883.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75885.117188 Penalty: 2154.113525
	Iteration 10Q: 3 clusters Score -75885.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75886.039062 Penalty: 2154.113525
	Iteration 11Q: 3 clusters Score -75886.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75887.976562 Penalty: 2154.113525
	Iteration 12Q: 3 clusters Score -75887.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75888.375000 Penalty: 2154.113525
	Iteration 13Q: 3 clusters Score -75888.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75888.789062 Penalty: 2154.113525
	Iteration 14Q: 3 clusters Score -75888.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75889.539062 Penalty: 2154.113525
	Iteration 15Q: 3 clusters Score -75889.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75889.539062 Penalty: 2154.113525
	Iteration 16F: 3 clusters Score -75889.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -62458.378906 Penalty: 1038.958496
	Iteration 0F: 2 clusters Score -62458.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61442.949219 Penalty: 2077.916992
	Iteration 0F: 3 clusters Score -61442.95 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62098.000000 Penalty: 2077.916992
	Iteration 1F: 3 clusters Score -62098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62563.335938 Penalty: 2077.916992
	Iteration 2F: 3 clusters Score -62563.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62812.816406 Penalty: 2077.916992
	Iteration 3F: 3 clusters Score -62812.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62907.105469 Penalty: 2077.916992
	Iteration 4Q: 3 clusters Score -62907.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63003.230469 Penalty: 2077.916992
	Iteration 5Q: 3 clusters Score -63003.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63075.496094 Penalty: 2077.916992
	Iteration 6Q: 3 clusters Score -63075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63098.808594 Penalty: 2077.916992
	Iteration 7Q: 3 clusters Score -63098.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63108.351562 Penalty: 2077.916992
	Iteration 8Q: 3 clusters Score -63108.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63111.628906 Penalty: 2077.916992
	Iteration 9Q: 3 clusters Score -63111.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63111.628906 Penalty: 2077.916992
	Iteration 10F: 3 clusters Score -63111.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 307 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106129 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108830 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115516 members 
Mstep: Class 13 contains 37414 members 
Mstep: Class 14 contains 109612 members 
Mstep: Class 17 contains 16709 members 
Mstep: Class 18 contains 45752 members 
Mstep: Class 19 contains 4623 members 
Entering Unmasked Estep 
Score: -72813784.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72814256.000000 to -72813784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36705.070312 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36705.07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37222.277344 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37222.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37659.195312 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37659.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37966.300781 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37966.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38180.394531 Penalty: 2024.906494
	Iteration 4F: 3 clusters Score -38180.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38270.835938 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -38270.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38302.589844 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38302.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38304.351562 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38304.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38304.351562 Penalty: 2024.906494
	Iteration 8F: 3 clusters Score -38304.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 288 members 
Mstep: Class 4 contains 106129 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 7 contains 220 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108830 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115516 members 
Mstep: Class 13 contains 37414 members 
Mstep: Class 14 contains 109612 members 
Mstep: Class 17 contains 16709 members 
Mstep: Class 18 contains 45752 members 
Mstep: Class 19 contains 4623 members 
Entering Unmasked Estep 
Score: -72813784.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72814256.000000 to -72813784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (106129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106129 members 
Entering Unmasked Estep 
Score: -13509448.000000 Penalty: 1880.516724
	Iteration 0F: 2 clusters Score -1.350945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -13439929.000000 Penalty: 3761.033447
	Iteration 0F: 3 clusters Score -1.343993e+07 nChanged 50745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -13469742.000000 Penalty: 3761.033447
	Iteration 1F: 3 clusters Score -1.346974e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -13470680.000000 Penalty: 3761.033447
	Iteration 2Q: 3 clusters Score -1.347068e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -13471818.000000 Penalty: 3761.033447
	Iteration 3Q: 3 clusters Score -1.347182e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -13473571.000000 Penalty: 3761.033447
	Iteration 4Q: 3 clusters Score -1.347357e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -13476111.000000 Penalty: 3761.033447
	Iteration 5Q: 3 clusters Score -1.347611e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -13479766.000000 Penalty: 3761.033447
	Iteration 6F: 3 clusters Score -1.347977e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -13484516.000000 Penalty: 3761.033447
	Iteration 7F: 3 clusters Score -1.348452e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -13489192.000000 Penalty: 3761.033447
	Iteration 8F: 3 clusters Score -1.348919e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -13492189.000000 Penalty: 3761.033447
	Iteration 9Q: 3 clusters Score -1.349219e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -13493849.000000 Penalty: 3761.033447
	Iteration 10Q: 3 clusters Score -1.349385e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -13494852.000000 Penalty: 3761.033447
	Iteration 11Q: 3 clusters Score -1.349485e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -13495772.000000 Penalty: 3761.033447
	Iteration 12Q: 3 clusters Score -1.349577e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -13496774.000000 Penalty: 3761.033447
	Iteration 13Q: 3 clusters Score -1.349677e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -13497923.000000 Penalty: 3761.033447
	Iteration 14Q: 3 clusters Score -1.349792e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -13499133.000000 Penalty: 3761.033447
	Iteration 15Q: 3 clusters Score -1.349913e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -13500408.000000 Penalty: 3761.033447
	Iteration 16Q: 3 clusters Score -1.350041e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -13501643.000000 Penalty: 3761.033447
	Iteration 17Q: 3 clusters Score -1.350164e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -13502816.000000 Penalty: 3761.033447
	Iteration 18Q: 3 clusters Score -1.350282e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99477 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -13503840.000000 Penalty: 3761.033447
	Iteration 19Q: 3 clusters Score -1.350384e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -13504743.000000 Penalty: 3761.033447
	Iteration 20F: 3 clusters Score -1.350474e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -13505476.000000 Penalty: 3761.033447
	Iteration 21Q: 3 clusters Score -1.350548e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103297 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -13506045.000000 Penalty: 3761.033447
	Iteration 22Q: 3 clusters Score -1.350604e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -13506601.000000 Penalty: 3761.033447
	Iteration 23Q: 3 clusters Score -1.35066e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -13507059.000000 Penalty: 3761.033447
	Iteration 24Q: 3 clusters Score -1.350706e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13507316.000000 Penalty: 3761.033447
	Iteration 25Q: 3 clusters Score -1.350732e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -13507555.000000 Penalty: 3761.033447
	Iteration 26Q: 3 clusters Score -1.350756e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13507662.000000 Penalty: 3761.033447
	Iteration 27Q: 3 clusters Score -1.350766e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -13507713.000000 Penalty: 3761.033447
	Iteration 28Q: 3 clusters Score -1.350771e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105778 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13507736.000000 Penalty: 3761.033447
	Iteration 29Q: 3 clusters Score -1.350774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105806 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13507773.000000 Penalty: 3761.033447
	Iteration 30Q: 3 clusters Score -1.350777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13507782.000000 Penalty: 3761.033447
	Iteration 31Q: 3 clusters Score -1.350778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105834 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -13507808.000000 Penalty: 3761.033447
	Iteration 32Q: 3 clusters Score -1.350781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13507804.000000 Penalty: 3761.033447
	Iteration 33Q: 3 clusters Score -1.35078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13507812.000000 Penalty: 3761.033447
	Iteration 34Q: 3 clusters Score -1.350781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13507806.000000 Penalty: 3761.033447
	Iteration 35Q: 3 clusters Score -1.350781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13507813.000000 Penalty: 3761.033447
	Iteration 36Q: 3 clusters Score -1.350781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13507813.000000 Penalty: 3761.033447
	Iteration 37F: 3 clusters Score -1.350781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12149.983398 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12149.98 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12611.559570 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12611.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12898.884766 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -12898.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13041.530273 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -13041.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13098.372070 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -13098.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13114.942383 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -13114.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13117.711914 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -13117.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13122.625000 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -13122.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13124.556641 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -13124.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13125.952148 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -13125.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13125.952148 Penalty: 1877.736938
	Iteration 10F: 3 clusters Score -13125.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106129 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108830 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115516 members 
Mstep: Class 13 contains 37414 members 
Mstep: Class 14 contains 109612 members 
Mstep: Class 17 contains 16709 members 
Mstep: Class 18 contains 45752 members 
Mstep: Class 19 contains 4623 members 
Entering Unmasked Estep 
Score: -72813280.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72814256.000000 to -72813280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (16854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Entering Unmasked Estep 
Score: -2111581.250000 Penalty: 1581.505859
	Iteration 0F: 2 clusters Score -2111581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2099984.500000 Penalty: 3163.011719
	Iteration 0F: 3 clusters Score -2099984 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2104199.500000 Penalty: 3163.011719
	Iteration 1F: 3 clusters Score -2104200 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2104596.250000 Penalty: 3163.011719
	Iteration 2F: 3 clusters Score -2104596 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2105085.750000 Penalty: 3163.011719
	Iteration 3F: 3 clusters Score -2105086 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2105794.500000 Penalty: 3163.011719
	Iteration 4F: 3 clusters Score -2105794 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2106774.250000 Penalty: 3163.011719
	Iteration 5F: 3 clusters Score -2106774 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2107786.000000 Penalty: 3163.011719
	Iteration 6F: 3 clusters Score -2107786 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2108620.750000 Penalty: 3163.011719
	Iteration 7F: 3 clusters Score -2108621 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2109201.250000 Penalty: 3163.011719
	Iteration 8Q: 3 clusters Score -2109201 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2109558.250000 Penalty: 3163.011719
	Iteration 9Q: 3 clusters Score -2109558 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2109788.500000 Penalty: 3163.011719
	Iteration 10Q: 3 clusters Score -2109788 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2109972.750000 Penalty: 3163.011719
	Iteration 11Q: 3 clusters Score -2109973 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2110069.000000 Penalty: 3163.011719
	Iteration 12Q: 3 clusters Score -2110069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2110134.750000 Penalty: 3163.011719
	Iteration 13Q: 3 clusters Score -2110135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2110188.750000 Penalty: 3163.011719
	Iteration 14Q: 3 clusters Score -2110189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2110231.000000 Penalty: 3163.011719
	Iteration 15Q: 3 clusters Score -2110231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2110270.000000 Penalty: 3163.011719
	Iteration 16Q: 3 clusters Score -2110270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2110291.500000 Penalty: 3163.011719
	Iteration 17Q: 3 clusters Score -2110292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2110297.000000 Penalty: 3163.011719
	Iteration 18Q: 3 clusters Score -2110297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2110300.750000 Penalty: 3163.011719
	Iteration 19Q: 3 clusters Score -2110301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2110300.750000 Penalty: 3163.011719
	Iteration 20F: 3 clusters Score -2110301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2110304.500000 Penalty: 3163.011719
	Iteration 21Q: 3 clusters Score -2110304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2110306.750000 Penalty: 3163.011719
	Iteration 22Q: 3 clusters Score -2110307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2110309.250000 Penalty: 3163.011719
	Iteration 23Q: 3 clusters Score -2110309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2110308.750000 Penalty: 3163.011719
	Iteration 24Q: 3 clusters Score -2110309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2110310.500000 Penalty: 3163.011719
	Iteration 25Q: 3 clusters Score -2110310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2110311.250000 Penalty: 3163.011719
	Iteration 26Q: 3 clusters Score -2110311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2110312.750000 Penalty: 3163.011719
	Iteration 27Q: 3 clusters Score -2110313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2110312.750000 Penalty: 3163.011719
	Iteration 28F: 3 clusters Score -2110313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -325010.500000 Penalty: 1281.854370
	Iteration 0F: 2 clusters Score -325010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -322482.843750 Penalty: 2563.708740
	Iteration 0F: 3 clusters Score -322482.8 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -323031.718750 Penalty: 2563.708740
	Iteration 1F: 3 clusters Score -323031.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -323165.687500 Penalty: 2563.708740
	Iteration 2F: 3 clusters Score -323165.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -323237.843750 Penalty: 2563.708740
	Iteration 3F: 3 clusters Score -323237.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -323296.218750 Penalty: 2563.708740
	Iteration 4Q: 3 clusters Score -323296.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -323340.875000 Penalty: 2563.708740
	Iteration 5Q: 3 clusters Score -323340.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -323408.156250 Penalty: 2563.708740
	Iteration 6Q: 3 clusters Score -323408.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -323484.218750 Penalty: 2563.708740
	Iteration 7Q: 3 clusters Score -323484.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -323552.531250 Penalty: 2563.708740
	Iteration 8Q: 3 clusters Score -323552.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -323628.781250 Penalty: 2563.708740
	Iteration 9Q: 3 clusters Score -323628.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -323729.750000 Penalty: 2563.708740
	Iteration 10Q: 3 clusters Score -323729.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -323835.562500 Penalty: 2563.708740
	Iteration 11Q: 3 clusters Score -323835.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -323945.937500 Penalty: 2563.708740
	Iteration 12Q: 3 clusters Score -323945.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -324058.218750 Penalty: 2563.708740
	Iteration 13Q: 3 clusters Score -324058.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -324166.687500 Penalty: 2563.708740
	Iteration 14Q: 3 clusters Score -324166.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -324248.375000 Penalty: 2563.708740
	Iteration 15Q: 3 clusters Score -324248.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -324309.625000 Penalty: 2563.708740
	Iteration 16Q: 3 clusters Score -324309.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -324339.250000 Penalty: 2563.708740
	Iteration 17Q: 3 clusters Score -324339.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -324356.750000 Penalty: 2563.708740
	Iteration 18Q: 3 clusters Score -324356.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -324372.312500 Penalty: 2563.708740
	Iteration 19Q: 3 clusters Score -324372.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -324385.562500 Penalty: 2563.708740
	Iteration 20F: 3 clusters Score -324385.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -324397.843750 Penalty: 2563.708740
	Iteration 21Q: 3 clusters Score -324397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -324409.187500 Penalty: 2563.708740
	Iteration 22Q: 3 clusters Score -324409.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -324416.875000 Penalty: 2563.708740
	Iteration 23Q: 3 clusters Score -324416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -324421.468750 Penalty: 2563.708740
	Iteration 24Q: 3 clusters Score -324421.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -324425.281250 Penalty: 2563.708740
	Iteration 25Q: 3 clusters Score -324425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -324426.875000 Penalty: 2563.708740
	Iteration 26Q: 3 clusters Score -324426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -324427.968750 Penalty: 2563.708740
	Iteration 27Q: 3 clusters Score -324428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -324428.437500 Penalty: 2563.708740
	Iteration 28Q: 3 clusters Score -324428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -324428.562500 Penalty: 2563.708740
	Iteration 29Q: 3 clusters Score -324428.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -324428.562500 Penalty: 2563.708740
	Iteration 30F: 3 clusters Score -324428.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Entering Unmasked Estep 
Score: -13875816.000000 Penalty: 1884.600708
	Iteration 0F: 2 clusters Score -1.387582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -13806974.000000 Penalty: 3769.201416
	Iteration 0F: 3 clusters Score -1.380697e+07 nChanged 52215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -13838084.000000 Penalty: 3769.201416
	Iteration 1F: 3 clusters Score -1.383808e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -13839849.000000 Penalty: 3769.201416
	Iteration 2Q: 3 clusters Score -1.383985e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -13842892.000000 Penalty: 3769.201416
	Iteration 3F: 3 clusters Score -1.384289e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -13847630.000000 Penalty: 3769.201416
	Iteration 4F: 3 clusters Score -1.384763e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -13853862.000000 Penalty: 3769.201416
	Iteration 5F: 3 clusters Score -1.385386e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -13860069.000000 Penalty: 3769.201416
	Iteration 6F: 3 clusters Score -1.386007e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -13864167.000000 Penalty: 3769.201416
	Iteration 7F: 3 clusters Score -1.386417e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -13866339.000000 Penalty: 3769.201416
	Iteration 8Q: 3 clusters Score -1.386634e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -13867403.000000 Penalty: 3769.201416
	Iteration 9Q: 3 clusters Score -1.38674e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -13868157.000000 Penalty: 3769.201416
	Iteration 10Q: 3 clusters Score -1.386816e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -13868719.000000 Penalty: 3769.201416
	Iteration 11Q: 3 clusters Score -1.386872e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84885 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -13869305.000000 Penalty: 3769.201416
	Iteration 12Q: 3 clusters Score -1.38693e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -13869985.000000 Penalty: 3769.201416
	Iteration 13Q: 3 clusters Score -1.386998e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -13870649.000000 Penalty: 3769.201416
	Iteration 14Q: 3 clusters Score -1.387065e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -13871193.000000 Penalty: 3769.201416
	Iteration 15Q: 3 clusters Score -1.387119e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -13871798.000000 Penalty: 3769.201416
	Iteration 16Q: 3 clusters Score -1.38718e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -13872425.000000 Penalty: 3769.201416
	Iteration 17Q: 3 clusters Score -1.387242e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96608 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -13872968.000000 Penalty: 3769.201416
	Iteration 18Q: 3 clusters Score -1.387297e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98175 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -13873512.000000 Penalty: 3769.201416
	Iteration 19Q: 3 clusters Score -1.387351e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -13873951.000000 Penalty: 3769.201416
	Iteration 20F: 3 clusters Score -1.387395e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -13874332.000000 Penalty: 3769.201416
	Iteration 21Q: 3 clusters Score -1.387433e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102228 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -13874597.000000 Penalty: 3769.201416
	Iteration 22Q: 3 clusters Score -1.38746e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -13874771.000000 Penalty: 3769.201416
	Iteration 23Q: 3 clusters Score -1.387477e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -13874927.000000 Penalty: 3769.201416
	Iteration 24Q: 3 clusters Score -1.387493e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -13875094.000000 Penalty: 3769.201416
	Iteration 25Q: 3 clusters Score -1.387509e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -13875176.000000 Penalty: 3769.201416
	Iteration 26Q: 3 clusters Score -1.387518e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -13875298.000000 Penalty: 3769.201416
	Iteration 27Q: 3 clusters Score -1.38753e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13875353.000000 Penalty: 3769.201416
	Iteration 28Q: 3 clusters Score -1.387535e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13875355.000000 Penalty: 3769.201416
	Iteration 29Q: 3 clusters Score -1.387536e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -13875368.000000 Penalty: 3769.201416
	Iteration 30Q: 3 clusters Score -1.387537e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -13875389.000000 Penalty: 3769.201416
	Iteration 31Q: 3 clusters Score -1.387539e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13875385.000000 Penalty: 3769.201416
	Iteration 32Q: 3 clusters Score -1.387538e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13875345.000000 Penalty: 3769.201416
	Iteration 33Q: 3 clusters Score -1.387534e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13875331.000000 Penalty: 3769.201416
	Iteration 34Q: 3 clusters Score -1.387533e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13875310.000000 Penalty: 3769.201416
	Iteration 35Q: 3 clusters Score -1.387531e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107719 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13875295.000000 Penalty: 3769.201416
	Iteration 36Q: 3 clusters Score -1.38753e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13875287.000000 Penalty: 3769.201416
	Iteration 37Q: 3 clusters Score -1.387529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -13875278.000000 Penalty: 3769.201416
	Iteration 38Q: 3 clusters Score -1.387528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13875261.000000 Penalty: 3769.201416
	Iteration 39Q: 3 clusters Score -1.387526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13875280.000000 Penalty: 3769.201416
	Iteration 40F: 3 clusters Score -1.387528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -13875261.000000 Penalty: 3769.201416
	Iteration 41Q: 3 clusters Score -1.387526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13875251.000000 Penalty: 3769.201416
	Iteration 42Q: 3 clusters Score -1.387525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13875247.000000 Penalty: 3769.201416
	Iteration 43Q: 3 clusters Score -1.387525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107855 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13875244.000000 Penalty: 3769.201416
	Iteration 44Q: 3 clusters Score -1.387524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107862 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -13875238.000000 Penalty: 3769.201416
	Iteration 45Q: 3 clusters Score -1.387524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -13875243.000000 Penalty: 3769.201416
	Iteration 46Q: 3 clusters Score -1.387524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -13875240.000000 Penalty: 3769.201416
	Iteration 47Q: 3 clusters Score -1.387524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13875237.000000 Penalty: 3769.201416
	Iteration 48Q: 3 clusters Score -1.387524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13875245.000000 Penalty: 3769.201416
	Iteration 49Q: 3 clusters Score -1.387524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13875237.000000 Penalty: 3769.201416
	Iteration 50Q: 3 clusters Score -1.387524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107886 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13875243.000000 Penalty: 3769.201416
	Iteration 51Q: 3 clusters Score -1.387524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13875248.000000 Penalty: 3769.201416
	Iteration 52Q: 3 clusters Score -1.387525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13875248.000000 Penalty: 3769.201416
	Iteration 53F: 3 clusters Score -1.387525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Entering Unmasked Estep 
Score: -1607964.750000 Penalty: 1533.187866
	Iteration 0F: 2 clusters Score -1607965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1599210.125000 Penalty: 3066.375732
	Iteration 0F: 3 clusters Score -1599210 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1602012.625000 Penalty: 3066.375732
	Iteration 1F: 3 clusters Score -1602013 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1602300.875000 Penalty: 3066.375732
	Iteration 2F: 3 clusters Score -1602301 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1602548.750000 Penalty: 3066.375732
	Iteration 3Q: 3 clusters Score -1602549 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1602754.125000 Penalty: 3066.375732
	Iteration 4Q: 3 clusters Score -1602754 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1602973.125000 Penalty: 3066.375732
	Iteration 5Q: 3 clusters Score -1602973 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1603273.250000 Penalty: 3066.375732
	Iteration 6Q: 3 clusters Score -1603273 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1603630.000000 Penalty: 3066.375732
	Iteration 7Q: 3 clusters Score -1603630 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1604062.625000 Penalty: 3066.375732
	Iteration 8Q: 3 clusters Score -1604063 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1604554.875000 Penalty: 3066.375732
	Iteration 9Q: 3 clusters Score -1604555 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1605030.625000 Penalty: 3066.375732
	Iteration 10Q: 3 clusters Score -1605031 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1605365.125000 Penalty: 3066.375732
	Iteration 11Q: 3 clusters Score -1605365 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1605552.375000 Penalty: 3066.375732
	Iteration 12Q: 3 clusters Score -1605552 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1605673.625000 Penalty: 3066.375732
	Iteration 13Q: 3 clusters Score -1605674 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1605756.625000 Penalty: 3066.375732
	Iteration 14Q: 3 clusters Score -1605757 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1605832.000000 Penalty: 3066.375732
	Iteration 15Q: 3 clusters Score -1605832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1605885.375000 Penalty: 3066.375732
	Iteration 16Q: 3 clusters Score -1605885 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1605938.750000 Penalty: 3066.375732
	Iteration 17Q: 3 clusters Score -1605939 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1605978.500000 Penalty: 3066.375732
	Iteration 18Q: 3 clusters Score -1605978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1606024.625000 Penalty: 3066.375732
	Iteration 19Q: 3 clusters Score -1606025 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1606058.500000 Penalty: 3066.375732
	Iteration 20F: 3 clusters Score -1606058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1606089.000000 Penalty: 3066.375732
	Iteration 21Q: 3 clusters Score -1606089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1606111.250000 Penalty: 3066.375732
	Iteration 22Q: 3 clusters Score -1606111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1606138.000000 Penalty: 3066.375732
	Iteration 23Q: 3 clusters Score -1606138 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1606156.875000 Penalty: 3066.375732
	Iteration 24Q: 3 clusters Score -1606157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1606187.375000 Penalty: 3066.375732
	Iteration 25Q: 3 clusters Score -1606187 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1606208.000000 Penalty: 3066.375732
	Iteration 26Q: 3 clusters Score -1606208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1606234.250000 Penalty: 3066.375732
	Iteration 27Q: 3 clusters Score -1606234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1606261.500000 Penalty: 3066.375732
	Iteration 28Q: 3 clusters Score -1606262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1606287.125000 Penalty: 3066.375732
	Iteration 29Q: 3 clusters Score -1606287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1606311.500000 Penalty: 3066.375732
	Iteration 30Q: 3 clusters Score -1606312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1606341.750000 Penalty: 3066.375732
	Iteration 31Q: 3 clusters Score -1606342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1606378.875000 Penalty: 3066.375732
	Iteration 32Q: 3 clusters Score -1606379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1606403.500000 Penalty: 3066.375732
	Iteration 33Q: 3 clusters Score -1606404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1606427.125000 Penalty: 3066.375732
	Iteration 34Q: 3 clusters Score -1606427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1606454.000000 Penalty: 3066.375732
	Iteration 35Q: 3 clusters Score -1606454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1606478.250000 Penalty: 3066.375732
	Iteration 36Q: 3 clusters Score -1606478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1606505.125000 Penalty: 3066.375732
	Iteration 37Q: 3 clusters Score -1606505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1606525.875000 Penalty: 3066.375732
	Iteration 38Q: 3 clusters Score -1606526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1606543.875000 Penalty: 3066.375732
	Iteration 39Q: 3 clusters Score -1606544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1606560.000000 Penalty: 3066.375732
	Iteration 40F: 3 clusters Score -1606560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1606571.625000 Penalty: 3066.375732
	Iteration 41Q: 3 clusters Score -1606572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1606584.250000 Penalty: 3066.375732
	Iteration 42Q: 3 clusters Score -1606584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1606601.500000 Penalty: 3066.375732
	Iteration 43Q: 3 clusters Score -1606602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1606617.500000 Penalty: 3066.375732
	Iteration 44Q: 3 clusters Score -1606618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1606619.625000 Penalty: 3066.375732
	Iteration 45Q: 3 clusters Score -1606620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1606626.500000 Penalty: 3066.375732
	Iteration 46Q: 3 clusters Score -1606626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1606635.750000 Penalty: 3066.375732
	Iteration 47Q: 3 clusters Score -1606636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1606640.250000 Penalty: 3066.375732
	Iteration 48Q: 3 clusters Score -1606640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1606647.000000 Penalty: 3066.375732
	Iteration 49Q: 3 clusters Score -1606647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1606650.750000 Penalty: 3066.375732
	Iteration 50Q: 3 clusters Score -1606651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1606658.875000 Penalty: 3066.375732
	Iteration 51Q: 3 clusters Score -1606659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1606663.750000 Penalty: 3066.375732
	Iteration 52Q: 3 clusters Score -1606664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1606668.250000 Penalty: 3066.375732
	Iteration 53Q: 3 clusters Score -1606668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1606668.750000 Penalty: 3066.375732
	Iteration 54Q: 3 clusters Score -1606669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1606670.250000 Penalty: 3066.375732
	Iteration 55Q: 3 clusters Score -1606670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1606673.000000 Penalty: 3066.375732
	Iteration 56Q: 3 clusters Score -1606673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1606672.750000 Penalty: 3066.375732
	Iteration 57Q: 3 clusters Score -1606673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1606672.750000 Penalty: 3066.375732
	Iteration 58F: 3 clusters Score -1606673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51096.898438 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51096.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51179.703125 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51179.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51210.828125 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51210.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51222.089844 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51222.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51228.574219 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51228.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51237.695312 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -51237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51247.824219 Penalty: 1878.741699
	Iteration 6Q: 3 clusters Score -51247.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51249.449219 Penalty: 1878.741699
	Iteration 7Q: 3 clusters Score -51249.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51249.449219 Penalty: 1878.741699
	Iteration 8F: 3 clusters Score -51249.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (115516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Entering Unmasked Estep 
Score: -14758239.000000 Penalty: 1894.289185
	Iteration 0F: 2 clusters Score -1.475824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -14688534.000000 Penalty: 3788.578369
	Iteration 0F: 3 clusters Score -1.468853e+07 nChanged 55443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -14720968.000000 Penalty: 3788.578369
	Iteration 1F: 3 clusters Score -1.472097e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -14721943.000000 Penalty: 3788.578369
	Iteration 2Q: 3 clusters Score -1.472194e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -14723543.000000 Penalty: 3788.578369
	Iteration 3Q: 3 clusters Score -1.472354e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -14725808.000000 Penalty: 3788.578369
	Iteration 4Q: 3 clusters Score -1.472581e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -14729435.000000 Penalty: 3788.578369
	Iteration 5F: 3 clusters Score -1.472944e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -14735076.000000 Penalty: 3788.578369
	Iteration 6F: 3 clusters Score -1.473508e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -14741693.000000 Penalty: 3788.578369
	Iteration 7F: 3 clusters Score -1.474169e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -14747087.000000 Penalty: 3788.578369
	Iteration 8F: 3 clusters Score -1.474709e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -14749445.000000 Penalty: 3788.578369
	Iteration 9Q: 3 clusters Score -1.474944e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -14750428.000000 Penalty: 3788.578369
	Iteration 10Q: 3 clusters Score -1.475043e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84561 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -14751021.000000 Penalty: 3788.578369
	Iteration 11Q: 3 clusters Score -1.475102e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -14751512.000000 Penalty: 3788.578369
	Iteration 12Q: 3 clusters Score -1.475151e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -14752016.000000 Penalty: 3788.578369
	Iteration 13Q: 3 clusters Score -1.475202e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -14752531.000000 Penalty: 3788.578369
	Iteration 14Q: 3 clusters Score -1.475253e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -14752956.000000 Penalty: 3788.578369
	Iteration 15Q: 3 clusters Score -1.475296e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -14753267.000000 Penalty: 3788.578369
	Iteration 16Q: 3 clusters Score -1.475327e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -14753647.000000 Penalty: 3788.578369
	Iteration 17Q: 3 clusters Score -1.475365e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -14754081.000000 Penalty: 3788.578369
	Iteration 18Q: 3 clusters Score -1.475408e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -14754506.000000 Penalty: 3788.578369
	Iteration 19Q: 3 clusters Score -1.475451e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -14754865.000000 Penalty: 3788.578369
	Iteration 20F: 3 clusters Score -1.475486e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -14755425.000000 Penalty: 3788.578369
	Iteration 21Q: 3 clusters Score -1.475542e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -14755873.000000 Penalty: 3788.578369
	Iteration 22Q: 3 clusters Score -1.475587e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -14756358.000000 Penalty: 3788.578369
	Iteration 23Q: 3 clusters Score -1.475636e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -14756819.000000 Penalty: 3788.578369
	Iteration 24Q: 3 clusters Score -1.475682e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -14757083.000000 Penalty: 3788.578369
	Iteration 25Q: 3 clusters Score -1.475708e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -14757406.000000 Penalty: 3788.578369
	Iteration 26Q: 3 clusters Score -1.475741e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -14757684.000000 Penalty: 3788.578369
	Iteration 27Q: 3 clusters Score -1.475768e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -14758118.000000 Penalty: 3788.578369
	Iteration 28Q: 3 clusters Score -1.475812e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -14758361.000000 Penalty: 3788.578369
	Iteration 29Q: 3 clusters Score -1.475836e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -14758494.000000 Penalty: 3788.578369
	Iteration 30Q: 3 clusters Score -1.475849e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111100 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -14758433.000000 Penalty: 3788.578369
	Iteration 31Q: 3 clusters Score -1.475843e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112114 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -14758256.000000 Penalty: 3788.578369
	Iteration 32Q: 3 clusters Score -1.475826e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112897 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -14758121.000000 Penalty: 3788.578369
	Iteration 33Q: 3 clusters Score -1.475812e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113485 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -14757968.000000 Penalty: 3788.578369
	Iteration 34Q: 3 clusters Score -1.475797e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -14757791.000000 Penalty: 3788.578369
	Iteration 35Q: 3 clusters Score -1.475779e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14757653.000000 Penalty: 3788.578369
	Iteration 36Q: 3 clusters Score -1.475765e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14757542.000000 Penalty: 3788.578369
	Iteration 37Q: 3 clusters Score -1.475754e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -14757495.000000 Penalty: 3788.578369
	Iteration 38Q: 3 clusters Score -1.47575e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14757442.000000 Penalty: 3788.578369
	Iteration 39Q: 3 clusters Score -1.475744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14757422.000000 Penalty: 3788.578369
	Iteration 40F: 3 clusters Score -1.475742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -14757357.000000 Penalty: 3788.578369
	Iteration 41Q: 3 clusters Score -1.475736e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14757354.000000 Penalty: 3788.578369
	Iteration 42Q: 3 clusters Score -1.475735e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14757330.000000 Penalty: 3788.578369
	Iteration 43Q: 3 clusters Score -1.475733e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14757293.000000 Penalty: 3788.578369
	Iteration 44Q: 3 clusters Score -1.475729e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114908 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14757307.000000 Penalty: 3788.578369
	Iteration 45Q: 3 clusters Score -1.475731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14757282.000000 Penalty: 3788.578369
	Iteration 46Q: 3 clusters Score -1.475728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14757279.000000 Penalty: 3788.578369
	Iteration 47Q: 3 clusters Score -1.475728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114939 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14757288.000000 Penalty: 3788.578369
	Iteration 48Q: 3 clusters Score -1.475729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114947 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14757299.000000 Penalty: 3788.578369
	Iteration 49Q: 3 clusters Score -1.47573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114958 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14757296.000000 Penalty: 3788.578369
	Iteration 50Q: 3 clusters Score -1.47573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114970 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -14757293.000000 Penalty: 3788.578369
	Iteration 51Q: 3 clusters Score -1.475729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -14757307.000000 Penalty: 3788.578369
	Iteration 52Q: 3 clusters Score -1.475731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114981 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -14757295.000000 Penalty: 3788.578369
	Iteration 53Q: 3 clusters Score -1.47573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114986 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -14757279.000000 Penalty: 3788.578369
	Iteration 54Q: 3 clusters Score -1.475728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14757274.000000 Penalty: 3788.578369
	Iteration 55Q: 3 clusters Score -1.475727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -14757288.000000 Penalty: 3788.578369
	Iteration 56Q: 3 clusters Score -1.475729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114998 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -14757278.000000 Penalty: 3788.578369
	Iteration 57Q: 3 clusters Score -1.475728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115004 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14757281.000000 Penalty: 3788.578369
	Iteration 58Q: 3 clusters Score -1.475728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -14757279.000000 Penalty: 3788.578369
	Iteration 59Q: 3 clusters Score -1.475728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115018 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14757277.000000 Penalty: 3788.578369
	Iteration 60F: 3 clusters Score -1.475728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -14757277.000000 Penalty: 3788.578369
	Iteration 61Q: 3 clusters Score -1.475728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -14757282.000000 Penalty: 3788.578369
	Iteration 62Q: 3 clusters Score -1.475728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115021 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -14757285.000000 Penalty: 3788.578369
	Iteration 63Q: 3 clusters Score -1.475728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115023 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14757289.000000 Penalty: 3788.578369
	Iteration 64Q: 3 clusters Score -1.475729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115024 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14757281.000000 Penalty: 3788.578369
	Iteration 65Q: 3 clusters Score -1.475728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115025 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -14757284.000000 Penalty: 3788.578369
	Iteration 66Q: 3 clusters Score -1.475728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -14757285.000000 Penalty: 3788.578369
	Iteration 67Q: 3 clusters Score -1.475728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -14757285.000000 Penalty: 3788.578369
	Iteration 68F: 3 clusters Score -1.475728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Entering Unmasked Estep 
Score: -4813001.500000 Penalty: 1711.092529
	Iteration 0F: 2 clusters Score -4813002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4787874.000000 Penalty: 3422.185059
	Iteration 0F: 3 clusters Score -4787874 nChanged 17422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -4797694.000000 Penalty: 3422.185059
	Iteration 1F: 3 clusters Score -4797694 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4798396.500000 Penalty: 3422.185059
	Iteration 2Q: 3 clusters Score -4798396 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -4799386.500000 Penalty: 3422.185059
	Iteration 3F: 3 clusters Score -4799386 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4800921.000000 Penalty: 3422.185059
	Iteration 4F: 3 clusters Score -4800921 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4803156.000000 Penalty: 3422.185059
	Iteration 5F: 3 clusters Score -4803156 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4805784.000000 Penalty: 3422.185059
	Iteration 6F: 3 clusters Score -4805784 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -4808021.000000 Penalty: 3422.185059
	Iteration 7F: 3 clusters Score -4808021 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4809205.500000 Penalty: 3422.185059
	Iteration 8Q: 3 clusters Score -4809206 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -4809640.500000 Penalty: 3422.185059
	Iteration 9Q: 3 clusters Score -4809640 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4809862.500000 Penalty: 3422.185059
	Iteration 10Q: 3 clusters Score -4809862 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4810028.000000 Penalty: 3422.185059
	Iteration 11Q: 3 clusters Score -4810028 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4810166.500000 Penalty: 3422.185059
	Iteration 12Q: 3 clusters Score -4810166 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4810322.000000 Penalty: 3422.185059
	Iteration 13Q: 3 clusters Score -4810322 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4810416.500000 Penalty: 3422.185059
	Iteration 14Q: 3 clusters Score -4810416 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4810520.500000 Penalty: 3422.185059
	Iteration 15Q: 3 clusters Score -4810520 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4810637.500000 Penalty: 3422.185059
	Iteration 16Q: 3 clusters Score -4810638 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4810730.000000 Penalty: 3422.185059
	Iteration 17Q: 3 clusters Score -4810730 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4810840.000000 Penalty: 3422.185059
	Iteration 18Q: 3 clusters Score -4810840 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4810935.000000 Penalty: 3422.185059
	Iteration 19Q: 3 clusters Score -4810935 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4811028.000000 Penalty: 3422.185059
	Iteration 20F: 3 clusters Score -4811028 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4811136.000000 Penalty: 3422.185059
	Iteration 21Q: 3 clusters Score -4811136 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4811231.000000 Penalty: 3422.185059
	Iteration 22Q: 3 clusters Score -4811231 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -4811316.000000 Penalty: 3422.185059
	Iteration 23Q: 3 clusters Score -4811316 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4811387.500000 Penalty: 3422.185059
	Iteration 24Q: 3 clusters Score -4811388 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4811456.000000 Penalty: 3422.185059
	Iteration 25Q: 3 clusters Score -4811456 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4811518.500000 Penalty: 3422.185059
	Iteration 26Q: 3 clusters Score -4811518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4811533.500000 Penalty: 3422.185059
	Iteration 27Q: 3 clusters Score -4811534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4811570.000000 Penalty: 3422.185059
	Iteration 28Q: 3 clusters Score -4811570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4811589.000000 Penalty: 3422.185059
	Iteration 29Q: 3 clusters Score -4811589 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -4811599.500000 Penalty: 3422.185059
	Iteration 30Q: 3 clusters Score -4811600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -4811626.000000 Penalty: 3422.185059
	Iteration 31Q: 3 clusters Score -4811626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4811638.000000 Penalty: 3422.185059
	Iteration 32Q: 3 clusters Score -4811638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4811647.000000 Penalty: 3422.185059
	Iteration 33Q: 3 clusters Score -4811647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4811652.500000 Penalty: 3422.185059
	Iteration 34Q: 3 clusters Score -4811652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -4811656.000000 Penalty: 3422.185059
	Iteration 35Q: 3 clusters Score -4811656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4811674.500000 Penalty: 3422.185059
	Iteration 36Q: 3 clusters Score -4811674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4811682.500000 Penalty: 3422.185059
	Iteration 37Q: 3 clusters Score -4811682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -4811703.500000 Penalty: 3422.185059
	Iteration 38Q: 3 clusters Score -4811704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4811687.500000 Penalty: 3422.185059
	Iteration 39Q: 3 clusters Score -4811688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4811698.000000 Penalty: 3422.185059
	Iteration 40F: 3 clusters Score -4811698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4811699.000000 Penalty: 3422.185059
	Iteration 41Q: 3 clusters Score -4811699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4811695.000000 Penalty: 3422.185059
	Iteration 42Q: 3 clusters Score -4811695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4811685.500000 Penalty: 3422.185059
	Iteration 43Q: 3 clusters Score -4811686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4811702.500000 Penalty: 3422.185059
	Iteration 44Q: 3 clusters Score -4811702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4811708.500000 Penalty: 3422.185059
	Iteration 45Q: 3 clusters Score -4811708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4811705.500000 Penalty: 3422.185059
	Iteration 46Q: 3 clusters Score -4811706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4811711.000000 Penalty: 3422.185059
	Iteration 47Q: 3 clusters Score -4811711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4811714.500000 Penalty: 3422.185059
	Iteration 48Q: 3 clusters Score -4811714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4811717.500000 Penalty: 3422.185059
	Iteration 49Q: 3 clusters Score -4811718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4811715.500000 Penalty: 3422.185059
	Iteration 50Q: 3 clusters Score -4811716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4811715.500000 Penalty: 3422.185059
	Iteration 51Q: 3 clusters Score -4811716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4811720.500000 Penalty: 3422.185059
	Iteration 52Q: 3 clusters Score -4811720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4811720.500000 Penalty: 3422.185059
	Iteration 53Q: 3 clusters Score -4811720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4811726.500000 Penalty: 3422.185059
	Iteration 54Q: 3 clusters Score -4811726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4811728.500000 Penalty: 3422.185059
	Iteration 55Q: 3 clusters Score -4811728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -4811730.000000 Penalty: 3422.185059
	Iteration 56Q: 3 clusters Score -4811730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4811731.500000 Penalty: 3422.185059
	Iteration 57Q: 3 clusters Score -4811732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -4811735.500000 Penalty: 3422.185059
	Iteration 58Q: 3 clusters Score -4811736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -4811736.000000 Penalty: 3422.185059
	Iteration 59Q: 3 clusters Score -4811736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4811733.000000 Penalty: 3422.185059
	Iteration 60F: 3 clusters Score -4811733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -4811739.000000 Penalty: 3422.185059
	Iteration 61Q: 3 clusters Score -4811739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4811740.500000 Penalty: 3422.185059
	Iteration 62Q: 3 clusters Score -4811740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4811740.500000 Penalty: 3422.185059
	Iteration 63Q: 3 clusters Score -4811740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4811742.000000 Penalty: 3422.185059
	Iteration 64Q: 3 clusters Score -4811742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4811746.500000 Penalty: 3422.185059
	Iteration 65Q: 3 clusters Score -4811746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4811746.500000 Penalty: 3422.185059
	Iteration 66F: 3 clusters Score -4811746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Entering Unmasked Estep 
Score: -14186964.000000 Penalty: 1885.764038
	Iteration 0F: 2 clusters Score -1.418696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -14121963.000000 Penalty: 3771.528076
	Iteration 0F: 3 clusters Score -1.412196e+07 nChanged 52714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -14152722.000000 Penalty: 3771.528076
	Iteration 1F: 3 clusters Score -1.415272e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -14153590.000000 Penalty: 3771.528076
	Iteration 2Q: 3 clusters Score -1.415359e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -14154770.000000 Penalty: 3771.528076
	Iteration 3Q: 3 clusters Score -1.415477e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -14156679.000000 Penalty: 3771.528076
	Iteration 4Q: 3 clusters Score -1.415668e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -14159390.000000 Penalty: 3771.528076
	Iteration 5F: 3 clusters Score -1.415939e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -14162811.000000 Penalty: 3771.528076
	Iteration 6F: 3 clusters Score -1.416281e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -14166220.000000 Penalty: 3771.528076
	Iteration 7F: 3 clusters Score -1.416622e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -14168471.000000 Penalty: 3771.528076
	Iteration 8F: 3 clusters Score -1.416847e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -14169915.000000 Penalty: 3771.528076
	Iteration 9Q: 3 clusters Score -1.416992e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -14170754.000000 Penalty: 3771.528076
	Iteration 10Q: 3 clusters Score -1.417075e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -14171574.000000 Penalty: 3771.528076
	Iteration 11Q: 3 clusters Score -1.417157e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -14172428.000000 Penalty: 3771.528076
	Iteration 12Q: 3 clusters Score -1.417243e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -14173313.000000 Penalty: 3771.528076
	Iteration 13Q: 3 clusters Score -1.417331e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -14174541.000000 Penalty: 3771.528076
	Iteration 14Q: 3 clusters Score -1.417454e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -14176106.000000 Penalty: 3771.528076
	Iteration 15Q: 3 clusters Score -1.417611e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -14177762.000000 Penalty: 3771.528076
	Iteration 16Q: 3 clusters Score -1.417776e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -14179476.000000 Penalty: 3771.528076
	Iteration 17Q: 3 clusters Score -1.417948e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98451 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -14181168.000000 Penalty: 3771.528076
	Iteration 18Q: 3 clusters Score -1.418117e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -14183027.000000 Penalty: 3771.528076
	Iteration 19Q: 3 clusters Score -1.418303e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -14184300.000000 Penalty: 3771.528076
	Iteration 20F: 3 clusters Score -1.41843e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105225 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -14184939.000000 Penalty: 3771.528076
	Iteration 21Q: 3 clusters Score -1.418494e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -14185279.000000 Penalty: 3771.528076
	Iteration 22Q: 3 clusters Score -1.418528e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -14185432.000000 Penalty: 3771.528076
	Iteration 23Q: 3 clusters Score -1.418543e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107677 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -14185491.000000 Penalty: 3771.528076
	Iteration 24Q: 3 clusters Score -1.418549e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108037 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -14185579.000000 Penalty: 3771.528076
	Iteration 25Q: 3 clusters Score -1.418558e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14185613.000000 Penalty: 3771.528076
	Iteration 26Q: 3 clusters Score -1.418561e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -14185677.000000 Penalty: 3771.528076
	Iteration 27Q: 3 clusters Score -1.418568e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108599 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -14185672.000000 Penalty: 3771.528076
	Iteration 28Q: 3 clusters Score -1.418567e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108700 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14185675.000000 Penalty: 3771.528076
	Iteration 29Q: 3 clusters Score -1.418568e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -14185665.000000 Penalty: 3771.528076
	Iteration 30Q: 3 clusters Score -1.418566e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -14185698.000000 Penalty: 3771.528076
	Iteration 31Q: 3 clusters Score -1.41857e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14185702.000000 Penalty: 3771.528076
	Iteration 32Q: 3 clusters Score -1.41857e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14185690.000000 Penalty: 3771.528076
	Iteration 33Q: 3 clusters Score -1.418569e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14185705.000000 Penalty: 3771.528076
	Iteration 34Q: 3 clusters Score -1.41857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108971 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -14185705.000000 Penalty: 3771.528076
	Iteration 35Q: 3 clusters Score -1.41857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108995 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -14185696.000000 Penalty: 3771.528076
	Iteration 36Q: 3 clusters Score -1.41857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109003 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14185715.000000 Penalty: 3771.528076
	Iteration 37Q: 3 clusters Score -1.418572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14185696.000000 Penalty: 3771.528076
	Iteration 38Q: 3 clusters Score -1.41857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109016 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14185697.000000 Penalty: 3771.528076
	Iteration 39Q: 3 clusters Score -1.41857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109021 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14185700.000000 Penalty: 3771.528076
	Iteration 40F: 3 clusters Score -1.41857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109025 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14185713.000000 Penalty: 3771.528076
	Iteration 41Q: 3 clusters Score -1.418571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109028 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14185720.000000 Penalty: 3771.528076
	Iteration 42Q: 3 clusters Score -1.418572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14185718.000000 Penalty: 3771.528076
	Iteration 43Q: 3 clusters Score -1.418572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -14185707.000000 Penalty: 3771.528076
	Iteration 44Q: 3 clusters Score -1.418571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109040 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14185710.000000 Penalty: 3771.528076
	Iteration 45Q: 3 clusters Score -1.418571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109044 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14185707.000000 Penalty: 3771.528076
	Iteration 46Q: 3 clusters Score -1.418571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14185709.000000 Penalty: 3771.528076
	Iteration 47Q: 3 clusters Score -1.418571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14185711.000000 Penalty: 3771.528076
	Iteration 48Q: 3 clusters Score -1.418571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14185711.000000 Penalty: 3771.528076
	Iteration 49F: 3 clusters Score -1.418571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Entering Unmasked Estep 
Score: -2160140.500000 Penalty: 1580.101685
	Iteration 0F: 2 clusters Score -2160140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2148675.750000 Penalty: 3160.203369
	Iteration 0F: 3 clusters Score -2148676 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2152554.750000 Penalty: 3160.203369
	Iteration 1F: 3 clusters Score -2152555 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2152819.500000 Penalty: 3160.203369
	Iteration 2Q: 3 clusters Score -2152820 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2153073.250000 Penalty: 3160.203369
	Iteration 3Q: 3 clusters Score -2153073 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2153331.750000 Penalty: 3160.203369
	Iteration 4Q: 3 clusters Score -2153332 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2153587.250000 Penalty: 3160.203369
	Iteration 5Q: 3 clusters Score -2153587 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2153872.750000 Penalty: 3160.203369
	Iteration 6Q: 3 clusters Score -2153873 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2154207.250000 Penalty: 3160.203369
	Iteration 7Q: 3 clusters Score -2154207 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2154593.250000 Penalty: 3160.203369
	Iteration 8Q: 3 clusters Score -2154593 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2155080.500000 Penalty: 3160.203369
	Iteration 9Q: 3 clusters Score -2155080 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2155702.250000 Penalty: 3160.203369
	Iteration 10F: 3 clusters Score -2155702 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2156307.250000 Penalty: 3160.203369
	Iteration 11F: 3 clusters Score -2156307 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2156814.000000 Penalty: 3160.203369
	Iteration 12Q: 3 clusters Score -2156814 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2157122.500000 Penalty: 3160.203369
	Iteration 13Q: 3 clusters Score -2157122 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2157250.750000 Penalty: 3160.203369
	Iteration 14Q: 3 clusters Score -2157251 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2157295.750000 Penalty: 3160.203369
	Iteration 15Q: 3 clusters Score -2157296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2157328.000000 Penalty: 3160.203369
	Iteration 16Q: 3 clusters Score -2157328 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2157343.000000 Penalty: 3160.203369
	Iteration 17Q: 3 clusters Score -2157343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2157364.500000 Penalty: 3160.203369
	Iteration 18Q: 3 clusters Score -2157364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2157372.750000 Penalty: 3160.203369
	Iteration 19Q: 3 clusters Score -2157373 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2157385.750000 Penalty: 3160.203369
	Iteration 20F: 3 clusters Score -2157386 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2157412.750000 Penalty: 3160.203369
	Iteration 21Q: 3 clusters Score -2157413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2157428.500000 Penalty: 3160.203369
	Iteration 22Q: 3 clusters Score -2157428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2157440.250000 Penalty: 3160.203369
	Iteration 23Q: 3 clusters Score -2157440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2157460.750000 Penalty: 3160.203369
	Iteration 24Q: 3 clusters Score -2157461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2157471.500000 Penalty: 3160.203369
	Iteration 25Q: 3 clusters Score -2157472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2157478.500000 Penalty: 3160.203369
	Iteration 26Q: 3 clusters Score -2157478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2157492.000000 Penalty: 3160.203369
	Iteration 27Q: 3 clusters Score -2157492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2157516.250000 Penalty: 3160.203369
	Iteration 28Q: 3 clusters Score -2157516 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2157536.250000 Penalty: 3160.203369
	Iteration 29Q: 3 clusters Score -2157536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2157554.500000 Penalty: 3160.203369
	Iteration 30Q: 3 clusters Score -2157554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2157577.500000 Penalty: 3160.203369
	Iteration 31Q: 3 clusters Score -2157578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2157586.250000 Penalty: 3160.203369
	Iteration 32Q: 3 clusters Score -2157586 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2157598.250000 Penalty: 3160.203369
	Iteration 33Q: 3 clusters Score -2157598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2157607.500000 Penalty: 3160.203369
	Iteration 34Q: 3 clusters Score -2157608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2157628.250000 Penalty: 3160.203369
	Iteration 35Q: 3 clusters Score -2157628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2157643.000000 Penalty: 3160.203369
	Iteration 36Q: 3 clusters Score -2157643 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2157656.500000 Penalty: 3160.203369
	Iteration 37Q: 3 clusters Score -2157656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2157682.750000 Penalty: 3160.203369
	Iteration 38Q: 3 clusters Score -2157683 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2157701.500000 Penalty: 3160.203369
	Iteration 39Q: 3 clusters Score -2157702 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2157738.000000 Penalty: 3160.203369
	Iteration 40F: 3 clusters Score -2157738 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2157778.500000 Penalty: 3160.203369
	Iteration 41Q: 3 clusters Score -2157778 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2157800.000000 Penalty: 3160.203369
	Iteration 42Q: 3 clusters Score -2157800 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2157836.250000 Penalty: 3160.203369
	Iteration 43Q: 3 clusters Score -2157836 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2157863.000000 Penalty: 3160.203369
	Iteration 44Q: 3 clusters Score -2157863 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2157889.250000 Penalty: 3160.203369
	Iteration 45Q: 3 clusters Score -2157889 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2157912.750000 Penalty: 3160.203369
	Iteration 46Q: 3 clusters Score -2157913 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2157937.500000 Penalty: 3160.203369
	Iteration 47Q: 3 clusters Score -2157938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2157957.750000 Penalty: 3160.203369
	Iteration 48Q: 3 clusters Score -2157958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2157994.000000 Penalty: 3160.203369
	Iteration 49Q: 3 clusters Score -2157994 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2158018.250000 Penalty: 3160.203369
	Iteration 50Q: 3 clusters Score -2158018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2158050.000000 Penalty: 3160.203369
	Iteration 51Q: 3 clusters Score -2158050 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2158083.750000 Penalty: 3160.203369
	Iteration 52Q: 3 clusters Score -2158084 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2158126.500000 Penalty: 3160.203369
	Iteration 53Q: 3 clusters Score -2158126 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2158157.000000 Penalty: 3160.203369
	Iteration 54Q: 3 clusters Score -2158157 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2158192.000000 Penalty: 3160.203369
	Iteration 55Q: 3 clusters Score -2158192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2158219.250000 Penalty: 3160.203369
	Iteration 56Q: 3 clusters Score -2158219 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2158247.500000 Penalty: 3160.203369
	Iteration 57Q: 3 clusters Score -2158248 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2158281.250000 Penalty: 3160.203369
	Iteration 58Q: 3 clusters Score -2158281 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2158309.000000 Penalty: 3160.203369
	Iteration 59Q: 3 clusters Score -2158309 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2158338.250000 Penalty: 3160.203369
	Iteration 60F: 3 clusters Score -2158338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2158367.500000 Penalty: 3160.203369
	Iteration 61Q: 3 clusters Score -2158368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2158401.250000 Penalty: 3160.203369
	Iteration 62Q: 3 clusters Score -2158401 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2158427.250000 Penalty: 3160.203369
	Iteration 63Q: 3 clusters Score -2158427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2158452.000000 Penalty: 3160.203369
	Iteration 64Q: 3 clusters Score -2158452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2158477.000000 Penalty: 3160.203369
	Iteration 65Q: 3 clusters Score -2158477 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2158494.750000 Penalty: 3160.203369
	Iteration 66Q: 3 clusters Score -2158495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2158511.500000 Penalty: 3160.203369
	Iteration 67Q: 3 clusters Score -2158512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2158530.000000 Penalty: 3160.203369
	Iteration 68Q: 3 clusters Score -2158530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2158542.500000 Penalty: 3160.203369
	Iteration 69Q: 3 clusters Score -2158542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2158568.500000 Penalty: 3160.203369
	Iteration 70Q: 3 clusters Score -2158568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2158581.750000 Penalty: 3160.203369
	Iteration 71Q: 3 clusters Score -2158582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2158602.750000 Penalty: 3160.203369
	Iteration 72Q: 3 clusters Score -2158603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2158620.250000 Penalty: 3160.203369
	Iteration 73Q: 3 clusters Score -2158620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2158633.500000 Penalty: 3160.203369
	Iteration 74Q: 3 clusters Score -2158634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2158647.000000 Penalty: 3160.203369
	Iteration 75Q: 3 clusters Score -2158647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2158658.250000 Penalty: 3160.203369
	Iteration 76Q: 3 clusters Score -2158658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2158665.000000 Penalty: 3160.203369
	Iteration 77Q: 3 clusters Score -2158665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2158674.500000 Penalty: 3160.203369
	Iteration 78Q: 3 clusters Score -2158674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2158679.500000 Penalty: 3160.203369
	Iteration 79Q: 3 clusters Score -2158680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2158684.750000 Penalty: 3160.203369
	Iteration 80F: 3 clusters Score -2158685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2158694.250000 Penalty: 3160.203369
	Iteration 81Q: 3 clusters Score -2158694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2158701.000000 Penalty: 3160.203369
	Iteration 82Q: 3 clusters Score -2158701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2158707.250000 Penalty: 3160.203369
	Iteration 83Q: 3 clusters Score -2158707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2158709.750000 Penalty: 3160.203369
	Iteration 84Q: 3 clusters Score -2158710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2158718.750000 Penalty: 3160.203369
	Iteration 85Q: 3 clusters Score -2158719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2158730.250000 Penalty: 3160.203369
	Iteration 86Q: 3 clusters Score -2158730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2158734.000000 Penalty: 3160.203369
	Iteration 87Q: 3 clusters Score -2158734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2158743.000000 Penalty: 3160.203369
	Iteration 88Q: 3 clusters Score -2158743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2158758.250000 Penalty: 3160.203369
	Iteration 89Q: 3 clusters Score -2158758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2158760.500000 Penalty: 3160.203369
	Iteration 90Q: 3 clusters Score -2158760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2158769.250000 Penalty: 3160.203369
	Iteration 91Q: 3 clusters Score -2158769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2158769.750000 Penalty: 3160.203369
	Iteration 92Q: 3 clusters Score -2158770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2158776.250000 Penalty: 3160.203369
	Iteration 93Q: 3 clusters Score -2158776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2158787.500000 Penalty: 3160.203369
	Iteration 94Q: 3 clusters Score -2158788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2158793.000000 Penalty: 3160.203369
	Iteration 95Q: 3 clusters Score -2158793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2158794.250000 Penalty: 3160.203369
	Iteration 96Q: 3 clusters Score -2158794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2158794.750000 Penalty: 3160.203369
	Iteration 97Q: 3 clusters Score -2158795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2158797.500000 Penalty: 3160.203369
	Iteration 98Q: 3 clusters Score -2158798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2158798.000000 Penalty: 3160.203369
	Iteration 99Q: 3 clusters Score -2158798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2158798.500000 Penalty: 3160.203369
	Iteration 100F: 3 clusters Score -2158798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2158802.750000 Penalty: 3160.203369
	Iteration 101Q: 3 clusters Score -2158803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2158800.000000 Penalty: 3160.203369
	Iteration 102Q: 3 clusters Score -2158800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2158805.250000 Penalty: 3160.203369
	Iteration 103Q: 3 clusters Score -2158805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2158805.000000 Penalty: 3160.203369
	Iteration 104Q: 3 clusters Score -2158805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2158808.500000 Penalty: 3160.203369
	Iteration 105Q: 3 clusters Score -2158808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2158809.500000 Penalty: 3160.203369
	Iteration 106Q: 3 clusters Score -2158810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2158809.750000 Penalty: 3160.203369
	Iteration 107Q: 3 clusters Score -2158810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2158811.250000 Penalty: 3160.203369
	Iteration 108Q: 3 clusters Score -2158811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2158812.750000 Penalty: 3160.203369
	Iteration 109Q: 3 clusters Score -2158813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2158815.250000 Penalty: 3160.203369
	Iteration 110Q: 3 clusters Score -2158815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2158819.500000 Penalty: 3160.203369
	Iteration 111Q: 3 clusters Score -2158820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2158820.250000 Penalty: 3160.203369
	Iteration 112Q: 3 clusters Score -2158820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2158820.500000 Penalty: 3160.203369
	Iteration 113Q: 3 clusters Score -2158820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2158817.750000 Penalty: 3160.203369
	Iteration 114Q: 3 clusters Score -2158818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2158818.500000 Penalty: 3160.203369
	Iteration 115Q: 3 clusters Score -2158818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2158818.750000 Penalty: 3160.203369
	Iteration 116Q: 3 clusters Score -2158819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2158817.500000 Penalty: 3160.203369
	Iteration 117Q: 3 clusters Score -2158818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2158817.500000 Penalty: 3160.203369
	Iteration 118F: 3 clusters Score -2158818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Entering Unmasked Estep 
Score: -5805377.000000 Penalty: 1743.785889
	Iteration 0F: 2 clusters Score -5805377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -5774767.500000 Penalty: 3487.571777
	Iteration 0F: 3 clusters Score -5774768 nChanged 21354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5786609.000000 Penalty: 3487.571777
	Iteration 1F: 3 clusters Score -5786609 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -5787031.000000 Penalty: 3487.571777
	Iteration 2Q: 3 clusters Score -5787031 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5787513.000000 Penalty: 3487.571777
	Iteration 3Q: 3 clusters Score -5787513 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -5788112.000000 Penalty: 3487.571777
	Iteration 4Q: 3 clusters Score -5788112 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -5788837.000000 Penalty: 3487.571777
	Iteration 5Q: 3 clusters Score -5788837 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5789862.500000 Penalty: 3487.571777
	Iteration 6Q: 3 clusters Score -5789862 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5791190.500000 Penalty: 3487.571777
	Iteration 7Q: 3 clusters Score -5791190 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -5792870.500000 Penalty: 3487.571777
	Iteration 8F: 3 clusters Score -5792870 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -5794742.000000 Penalty: 3487.571777
	Iteration 9F: 3 clusters Score -5794742 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -5796377.500000 Penalty: 3487.571777
	Iteration 10F: 3 clusters Score -5796378 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -5797657.500000 Penalty: 3487.571777
	Iteration 11Q: 3 clusters Score -5797658 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -5798565.000000 Penalty: 3487.571777
	Iteration 12Q: 3 clusters Score -5798565 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -5799214.000000 Penalty: 3487.571777
	Iteration 13Q: 3 clusters Score -5799214 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -5799676.500000 Penalty: 3487.571777
	Iteration 14Q: 3 clusters Score -5799676 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -5800029.000000 Penalty: 3487.571777
	Iteration 15Q: 3 clusters Score -5800029 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5800324.500000 Penalty: 3487.571777
	Iteration 16Q: 3 clusters Score -5800324 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5800624.000000 Penalty: 3487.571777
	Iteration 17Q: 3 clusters Score -5800624 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -5800901.000000 Penalty: 3487.571777
	Iteration 18Q: 3 clusters Score -5800901 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5801156.000000 Penalty: 3487.571777
	Iteration 19Q: 3 clusters Score -5801156 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5801380.000000 Penalty: 3487.571777
	Iteration 20F: 3 clusters Score -5801380 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5801594.500000 Penalty: 3487.571777
	Iteration 21Q: 3 clusters Score -5801594 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -5801866.500000 Penalty: 3487.571777
	Iteration 22Q: 3 clusters Score -5801866 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -5802131.000000 Penalty: 3487.571777
	Iteration 23Q: 3 clusters Score -5802131 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5802345.500000 Penalty: 3487.571777
	Iteration 24Q: 3 clusters Score -5802346 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -5802533.000000 Penalty: 3487.571777
	Iteration 25Q: 3 clusters Score -5802533 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5802707.500000 Penalty: 3487.571777
	Iteration 26Q: 3 clusters Score -5802708 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -5802912.500000 Penalty: 3487.571777
	Iteration 27Q: 3 clusters Score -5802912 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -5803111.500000 Penalty: 3487.571777
	Iteration 28Q: 3 clusters Score -5803112 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -5803264.500000 Penalty: 3487.571777
	Iteration 29Q: 3 clusters Score -5803264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5803396.500000 Penalty: 3487.571777
	Iteration 30Q: 3 clusters Score -5803396 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -5803511.500000 Penalty: 3487.571777
	Iteration 31Q: 3 clusters Score -5803512 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -5803602.000000 Penalty: 3487.571777
	Iteration 32Q: 3 clusters Score -5803602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -5803666.500000 Penalty: 3487.571777
	Iteration 33Q: 3 clusters Score -5803666 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -5803723.000000 Penalty: 3487.571777
	Iteration 34Q: 3 clusters Score -5803723 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -5803769.000000 Penalty: 3487.571777
	Iteration 35Q: 3 clusters Score -5803769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -5803810.000000 Penalty: 3487.571777
	Iteration 36Q: 3 clusters Score -5803810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5803826.500000 Penalty: 3487.571777
	Iteration 37Q: 3 clusters Score -5803826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -5803849.500000 Penalty: 3487.571777
	Iteration 38Q: 3 clusters Score -5803850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -5803871.500000 Penalty: 3487.571777
	Iteration 39Q: 3 clusters Score -5803872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -5803892.500000 Penalty: 3487.571777
	Iteration 40F: 3 clusters Score -5803892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -5803907.500000 Penalty: 3487.571777
	Iteration 41Q: 3 clusters Score -5803908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -5803921.000000 Penalty: 3487.571777
	Iteration 42Q: 3 clusters Score -5803921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5803931.000000 Penalty: 3487.571777
	Iteration 43Q: 3 clusters Score -5803931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5803940.000000 Penalty: 3487.571777
	Iteration 44Q: 3 clusters Score -5803940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -5803944.000000 Penalty: 3487.571777
	Iteration 45Q: 3 clusters Score -5803944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -5803944.000000 Penalty: 3487.571777
	Iteration 46Q: 3 clusters Score -5803944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -5803950.500000 Penalty: 3487.571777
	Iteration 47Q: 3 clusters Score -5803950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -5803958.000000 Penalty: 3487.571777
	Iteration 48Q: 3 clusters Score -5803958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -5803963.000000 Penalty: 3487.571777
	Iteration 49Q: 3 clusters Score -5803963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -5803965.500000 Penalty: 3487.571777
	Iteration 50Q: 3 clusters Score -5803966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -5803965.000000 Penalty: 3487.571777
	Iteration 51Q: 3 clusters Score -5803965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5803961.500000 Penalty: 3487.571777
	Iteration 52Q: 3 clusters Score -5803962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -5803965.000000 Penalty: 3487.571777
	Iteration 53Q: 3 clusters Score -5803965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -5803965.000000 Penalty: 3487.571777
	Iteration 54F: 3 clusters Score -5803965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -601273.500000 Penalty: 1371.304810
	Iteration 0F: 2 clusters Score -601273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -597533.812500 Penalty: 2742.609619
	Iteration 0F: 3 clusters Score -597533.8 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -598543.875000 Penalty: 2742.609619
	Iteration 1F: 3 clusters Score -598543.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -598697.062500 Penalty: 2742.609619
	Iteration 2F: 3 clusters Score -598697.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -598792.250000 Penalty: 2742.609619
	Iteration 3Q: 3 clusters Score -598792.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -598849.812500 Penalty: 2742.609619
	Iteration 4Q: 3 clusters Score -598849.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -598892.687500 Penalty: 2742.609619
	Iteration 5Q: 3 clusters Score -598892.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -598933.187500 Penalty: 2742.609619
	Iteration 6Q: 3 clusters Score -598933.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -598971.750000 Penalty: 2742.609619
	Iteration 7Q: 3 clusters Score -598971.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -598999.312500 Penalty: 2742.609619
	Iteration 8Q: 3 clusters Score -598999.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -599023.437500 Penalty: 2742.609619
	Iteration 9Q: 3 clusters Score -599023.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -599041.687500 Penalty: 2742.609619
	Iteration 10Q: 3 clusters Score -599041.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -599054.625000 Penalty: 2742.609619
	Iteration 11Q: 3 clusters Score -599054.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -599066.875000 Penalty: 2742.609619
	Iteration 12Q: 3 clusters Score -599066.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -599085.062500 Penalty: 2742.609619
	Iteration 13Q: 3 clusters Score -599085.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -599102.875000 Penalty: 2742.609619
	Iteration 14Q: 3 clusters Score -599102.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -599124.875000 Penalty: 2742.609619
	Iteration 15Q: 3 clusters Score -599124.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -599140.000000 Penalty: 2742.609619
	Iteration 16Q: 3 clusters Score -599140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -599159.562500 Penalty: 2742.609619
	Iteration 17Q: 3 clusters Score -599159.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -599175.000000 Penalty: 2742.609619
	Iteration 18Q: 3 clusters Score -599175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -599193.437500 Penalty: 2742.609619
	Iteration 19Q: 3 clusters Score -599193.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -599215.812500 Penalty: 2742.609619
	Iteration 20F: 3 clusters Score -599215.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -599246.125000 Penalty: 2742.609619
	Iteration 21Q: 3 clusters Score -599246.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -599278.062500 Penalty: 2742.609619
	Iteration 22Q: 3 clusters Score -599278.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -599300.500000 Penalty: 2742.609619
	Iteration 23Q: 3 clusters Score -599300.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -599319.875000 Penalty: 2742.609619
	Iteration 24Q: 3 clusters Score -599319.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -599334.875000 Penalty: 2742.609619
	Iteration 25Q: 3 clusters Score -599334.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -599350.187500 Penalty: 2742.609619
	Iteration 26Q: 3 clusters Score -599350.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -599370.562500 Penalty: 2742.609619
	Iteration 27Q: 3 clusters Score -599370.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -599394.437500 Penalty: 2742.609619
	Iteration 28Q: 3 clusters Score -599394.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -599419.562500 Penalty: 2742.609619
	Iteration 29Q: 3 clusters Score -599419.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -599441.812500 Penalty: 2742.609619
	Iteration 30Q: 3 clusters Score -599441.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -599469.375000 Penalty: 2742.609619
	Iteration 31Q: 3 clusters Score -599469.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -599492.687500 Penalty: 2742.609619
	Iteration 32Q: 3 clusters Score -599492.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -599518.750000 Penalty: 2742.609619
	Iteration 33Q: 3 clusters Score -599518.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -599538.125000 Penalty: 2742.609619
	Iteration 34Q: 3 clusters Score -599538.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -599561.875000 Penalty: 2742.609619
	Iteration 35Q: 3 clusters Score -599561.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -599589.875000 Penalty: 2742.609619
	Iteration 36Q: 3 clusters Score -599589.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -599612.000000 Penalty: 2742.609619
	Iteration 37Q: 3 clusters Score -599612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -599629.625000 Penalty: 2742.609619
	Iteration 38Q: 3 clusters Score -599629.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -599640.312500 Penalty: 2742.609619
	Iteration 39Q: 3 clusters Score -599640.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -599648.562500 Penalty: 2742.609619
	Iteration 40F: 3 clusters Score -599648.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -599655.562500 Penalty: 2742.609619
	Iteration 41Q: 3 clusters Score -599655.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -599660.125000 Penalty: 2742.609619
	Iteration 42Q: 3 clusters Score -599660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -599664.687500 Penalty: 2742.609619
	Iteration 43Q: 3 clusters Score -599664.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -599667.187500 Penalty: 2742.609619
	Iteration 44Q: 3 clusters Score -599667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -599668.562500 Penalty: 2742.609619
	Iteration 45Q: 3 clusters Score -599668.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -599671.875000 Penalty: 2742.609619
	Iteration 46Q: 3 clusters Score -599671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -599673.875000 Penalty: 2742.609619
	Iteration 47Q: 3 clusters Score -599673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -599675.750000 Penalty: 2742.609619
	Iteration 48Q: 3 clusters Score -599675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -599678.000000 Penalty: 2742.609619
	Iteration 49Q: 3 clusters Score -599678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -599678.437500 Penalty: 2742.609619
	Iteration 50Q: 3 clusters Score -599678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -599677.875000 Penalty: 2742.609619
	Iteration 51Q: 3 clusters Score -599677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -599678.437500 Penalty: 2742.609619
	Iteration 52Q: 3 clusters Score -599678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -599679.312500 Penalty: 2742.609619
	Iteration 53Q: 3 clusters Score -599679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -599681.750000 Penalty: 2742.609619
	Iteration 54Q: 3 clusters Score -599681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -599683.375000 Penalty: 2742.609619
	Iteration 55Q: 3 clusters Score -599683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -599683.187500 Penalty: 2742.609619
	Iteration 56Q: 3 clusters Score -599683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -599684.375000 Penalty: 2742.609619
	Iteration 57Q: 3 clusters Score -599684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -599685.750000 Penalty: 2742.609619
	Iteration 58Q: 3 clusters Score -599685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -599686.375000 Penalty: 2742.609619
	Iteration 59Q: 3 clusters Score -599686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -599687.437500 Penalty: 2742.609619
	Iteration 60F: 3 clusters Score -599687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -599687.375000 Penalty: 2742.609619
	Iteration 61Q: 3 clusters Score -599687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -599687.625000 Penalty: 2742.609619
	Iteration 62Q: 3 clusters Score -599687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -599687.000000 Penalty: 2742.609619
	Iteration 63Q: 3 clusters Score -599687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -599687.000000 Penalty: 2742.609619
	Iteration 64F: 3 clusters Score -599687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106129 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108830 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115516 members 
Mstep: Class 13 contains 37414 members 
Mstep: Class 14 contains 109612 members 
Mstep: Class 17 contains 16709 members 
Mstep: Class 18 contains 45752 members 
Mstep: Class 19 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814256.000000 Penalty: 34500.488281
Iteration 279Q: 17 clusters Score -7.281426e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106136 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16862 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108815 members 
Mstep: Class 10 contains 12546 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115525 members 
Mstep: Class 13 contains 37463 members 
Mstep: Class 14 contains 109622 members 
Mstep: Class 17 contains 16627 members 
Mstep: Class 18 contains 45723 members 
Mstep: Class 19 contains 4639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814392.000000 Penalty: 34500.488281
Iteration 280F: 17 clusters Score -7.281439e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106127 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16865 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108791 members 
Mstep: Class 10 contains 12578 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115530 members 
Mstep: Class 13 contains 37529 members 
Mstep: Class 14 contains 109623 members 
Mstep: Class 17 contains 16558 members 
Mstep: Class 18 contains 45699 members 
Mstep: Class 19 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814216.000000 Penalty: 34500.488281
Iteration 281Q: 17 clusters Score -7.281422e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106136 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16872 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108745 members 
Mstep: Class 10 contains 12612 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115542 members 
Mstep: Class 13 contains 37581 members 
Mstep: Class 14 contains 109620 members 
Mstep: Class 17 contains 16500 members 
Mstep: Class 18 contains 45673 members 
Mstep: Class 19 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 17 clusters Score -7.281418e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106163 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16871 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108699 members 
Mstep: Class 10 contains 12643 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115548 members 
Mstep: Class 13 contains 37618 members 
Mstep: Class 14 contains 109615 members 
Mstep: Class 17 contains 16450 members 
Mstep: Class 18 contains 45655 members 
Mstep: Class 19 contains 4694 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 283Q: 17 clusters Score -7.281415e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106156 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16879 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108681 members 
Mstep: Class 10 contains 12672 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115555 members 
Mstep: Class 13 contains 37664 members 
Mstep: Class 14 contains 109614 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 45637 members 
Mstep: Class 19 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 284Q: 17 clusters Score -7.281413e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106142 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16888 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108690 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115564 members 
Mstep: Class 13 contains 37704 members 
Mstep: Class 14 contains 109610 members 
Mstep: Class 17 contains 16315 members 
Mstep: Class 18 contains 45617 members 
Mstep: Class 19 contains 4731 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 285Q: 17 clusters Score -7.281414e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106109 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16897 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 108700 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115583 members 
Mstep: Class 13 contains 37746 members 
Mstep: Class 14 contains 109606 members 
Mstep: Class 17 contains 16250 members 
Mstep: Class 18 contains 45599 members 
Mstep: Class 19 contains 4749 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 286Q: 17 clusters Score -7.281409e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106098 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16905 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 108697 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115603 members 
Mstep: Class 13 contains 37781 members 
Mstep: Class 14 contains 109609 members 
Mstep: Class 17 contains 16172 members 
Mstep: Class 18 contains 45582 members 
Mstep: Class 19 contains 4767 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 287Q: 17 clusters Score -7.281421e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106085 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16905 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 108687 members 
Mstep: Class 10 contains 12778 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115618 members 
Mstep: Class 13 contains 37824 members 
Mstep: Class 14 contains 109610 members 
Mstep: Class 17 contains 16098 members 
Mstep: Class 18 contains 45565 members 
Mstep: Class 19 contains 4785 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 288Q: 17 clusters Score -7.281423e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 106042 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16907 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 108684 members 
Mstep: Class 10 contains 12819 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115624 members 
Mstep: Class 13 contains 37872 members 
Mstep: Class 14 contains 109614 members 
Mstep: Class 17 contains 16042 members 
Mstep: Class 18 contains 45548 members 
Mstep: Class 19 contains 4801 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 289Q: 17 clusters Score -7.281425e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105975 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16912 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 108702 members 
Mstep: Class 10 contains 12866 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115621 members 
Mstep: Class 13 contains 37924 members 
Mstep: Class 14 contains 109619 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 45532 members 
Mstep: Class 19 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814296.000000 Penalty: 34500.488281
Iteration 290Q: 17 clusters Score -7.28143e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105917 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16926 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 108705 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115618 members 
Mstep: Class 13 contains 37978 members 
Mstep: Class 14 contains 109614 members 
Mstep: Class 17 contains 15921 members 
Mstep: Class 18 contains 45520 members 
Mstep: Class 19 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814336.000000 Penalty: 34500.488281
Iteration 291Q: 17 clusters Score -7.281434e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105866 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16938 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 108698 members 
Mstep: Class 10 contains 12958 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115605 members 
Mstep: Class 13 contains 38024 members 
Mstep: Class 14 contains 109610 members 
Mstep: Class 17 contains 15862 members 
Mstep: Class 18 contains 45523 members 
Mstep: Class 19 contains 4867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814376.000000 Penalty: 34500.488281
Iteration 292Q: 17 clusters Score -7.281438e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105810 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 108692 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115593 members 
Mstep: Class 13 contains 38062 members 
Mstep: Class 14 contains 109610 members 
Mstep: Class 17 contains 15813 members 
Mstep: Class 18 contains 45517 members 
Mstep: Class 19 contains 4895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814336.000000 Penalty: 34500.488281
Iteration 293Q: 17 clusters Score -7.281434e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105772 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 108711 members 
Mstep: Class 10 contains 13055 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115564 members 
Mstep: Class 13 contains 38106 members 
Mstep: Class 14 contains 109611 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 45512 members 
Mstep: Class 19 contains 4909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814376.000000 Penalty: 34500.488281
Iteration 294Q: 17 clusters Score -7.281438e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105715 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16952 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 108738 members 
Mstep: Class 10 contains 13106 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115530 members 
Mstep: Class 13 contains 38163 members 
Mstep: Class 14 contains 109613 members 
Mstep: Class 17 contains 15690 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 4926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814320.000000 Penalty: 34500.488281
Iteration 295Q: 17 clusters Score -7.281432e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105668 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16951 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 108759 members 
Mstep: Class 10 contains 13150 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115509 members 
Mstep: Class 13 contains 38207 members 
Mstep: Class 14 contains 109614 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 45512 members 
Mstep: Class 19 contains 4936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814176.000000 Penalty: 34500.488281
Iteration 296Q: 17 clusters Score -7.281418e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105638 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16951 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 108780 members 
Mstep: Class 10 contains 13181 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115500 members 
Mstep: Class 13 contains 38240 members 
Mstep: Class 14 contains 109613 members 
Mstep: Class 17 contains 15595 members 
Mstep: Class 18 contains 45504 members 
Mstep: Class 19 contains 4947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814296.000000 Penalty: 34500.488281
Iteration 297Q: 17 clusters Score -7.28143e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105607 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16951 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 108789 members 
Mstep: Class 10 contains 13219 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115487 members 
Mstep: Class 13 contains 38284 members 
Mstep: Class 14 contains 109613 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 45492 members 
Mstep: Class 19 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814328.000000 Penalty: 34500.488281
Iteration 298Q: 17 clusters Score -7.281433e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105576 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16964 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 108790 members 
Mstep: Class 10 contains 13253 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115466 members 
Mstep: Class 13 contains 38323 members 
Mstep: Class 14 contains 109614 members 
Mstep: Class 17 contains 15499 members 
Mstep: Class 18 contains 45482 members 
Mstep: Class 19 contains 4980 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 17 clusters Score -7.281434e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105538 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16977 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 108794 members 
Mstep: Class 10 contains 13284 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115447 members 
Mstep: Class 13 contains 38359 members 
Mstep: Class 14 contains 109617 members 
Mstep: Class 17 contains 15459 members 
Mstep: Class 18 contains 45474 members 
Mstep: Class 19 contains 4999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814400.000000 Penalty: 34500.488281
Iteration 300F: 17 clusters Score -7.28144e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105515 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16984 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 108802 members 
Mstep: Class 10 contains 13315 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115425 members 
Mstep: Class 13 contains 38395 members 
Mstep: Class 14 contains 109622 members 
Mstep: Class 17 contains 15416 members 
Mstep: Class 18 contains 45461 members 
Mstep: Class 19 contains 5012 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 301Q: 17 clusters Score -7.281455e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105469 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16989 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 108819 members 
Mstep: Class 10 contains 13341 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115404 members 
Mstep: Class 13 contains 38444 members 
Mstep: Class 14 contains 109628 members 
Mstep: Class 17 contains 15367 members 
Mstep: Class 18 contains 45455 members 
Mstep: Class 19 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 17 clusters Score -7.281468e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105455 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16996 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 108834 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115371 members 
Mstep: Class 13 contains 38477 members 
Mstep: Class 14 contains 109628 members 
Mstep: Class 17 contains 15329 members 
Mstep: Class 18 contains 45447 members 
Mstep: Class 19 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 17 clusters Score -7.281463e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105419 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17001 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 108838 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115351 members 
Mstep: Class 13 contains 38517 members 
Mstep: Class 14 contains 109627 members 
Mstep: Class 17 contains 15281 members 
Mstep: Class 18 contains 45445 members 
Mstep: Class 19 contains 5057 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 304Q: 17 clusters Score -7.281473e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105384 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17005 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 108846 members 
Mstep: Class 10 contains 13445 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115331 members 
Mstep: Class 13 contains 38564 members 
Mstep: Class 14 contains 109618 members 
Mstep: Class 17 contains 15228 members 
Mstep: Class 18 contains 45447 members 
Mstep: Class 19 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 305Q: 17 clusters Score -7.281478e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105362 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 108836 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115311 members 
Mstep: Class 13 contains 38607 members 
Mstep: Class 14 contains 109618 members 
Mstep: Class 17 contains 15180 members 
Mstep: Class 18 contains 45442 members 
Mstep: Class 19 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 306Q: 17 clusters Score -7.28149e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105347 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17016 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 108823 members 
Mstep: Class 10 contains 13516 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115283 members 
Mstep: Class 13 contains 38659 members 
Mstep: Class 14 contains 109621 members 
Mstep: Class 17 contains 15141 members 
Mstep: Class 18 contains 45437 members 
Mstep: Class 19 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 307Q: 17 clusters Score -7.281475e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105337 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17020 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 108818 members 
Mstep: Class 10 contains 13535 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115244 members 
Mstep: Class 13 contains 38723 members 
Mstep: Class 14 contains 109624 members 
Mstep: Class 17 contains 15107 members 
Mstep: Class 18 contains 45431 members 
Mstep: Class 19 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 308Q: 17 clusters Score -7.281474e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105327 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17027 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 108801 members 
Mstep: Class 10 contains 13564 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115209 members 
Mstep: Class 13 contains 38793 members 
Mstep: Class 14 contains 109639 members 
Mstep: Class 17 contains 15049 members 
Mstep: Class 18 contains 45431 members 
Mstep: Class 19 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814880.000000 Penalty: 34500.488281
Iteration 309Q: 17 clusters Score -7.281488e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105328 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17024 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 108793 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115182 members 
Mstep: Class 13 contains 38853 members 
Mstep: Class 14 contains 109647 members 
Mstep: Class 17 contains 14990 members 
Mstep: Class 18 contains 45430 members 
Mstep: Class 19 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814904.000000 Penalty: 34500.488281
Iteration 310Q: 17 clusters Score -7.28149e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105330 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 108806 members 
Mstep: Class 10 contains 13605 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115149 members 
Mstep: Class 13 contains 38907 members 
Mstep: Class 14 contains 109659 members 
Mstep: Class 17 contains 14926 members 
Mstep: Class 18 contains 45426 members 
Mstep: Class 19 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814896.000000 Penalty: 34500.488281
Iteration 311Q: 17 clusters Score -7.28149e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105324 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17023 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 108814 members 
Mstep: Class 10 contains 13624 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115106 members 
Mstep: Class 13 contains 38966 members 
Mstep: Class 14 contains 109668 members 
Mstep: Class 17 contains 14873 members 
Mstep: Class 18 contains 45421 members 
Mstep: Class 19 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814960.000000 Penalty: 34500.488281
Iteration 312Q: 17 clusters Score -7.281496e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105329 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 108796 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115076 members 
Mstep: Class 13 contains 39036 members 
Mstep: Class 14 contains 109677 members 
Mstep: Class 17 contains 14811 members 
Mstep: Class 18 contains 45421 members 
Mstep: Class 19 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815000.000000 Penalty: 34500.488281
Iteration 313Q: 17 clusters Score -7.2815e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105315 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17019 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 108770 members 
Mstep: Class 10 contains 13670 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115068 members 
Mstep: Class 13 contains 39090 members 
Mstep: Class 14 contains 109680 members 
Mstep: Class 17 contains 14754 members 
Mstep: Class 18 contains 45429 members 
Mstep: Class 19 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814952.000000 Penalty: 34500.488281
Iteration 314Q: 17 clusters Score -7.281495e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105291 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17017 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 108747 members 
Mstep: Class 10 contains 13698 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115056 members 
Mstep: Class 13 contains 39147 members 
Mstep: Class 14 contains 109686 members 
Mstep: Class 17 contains 14696 members 
Mstep: Class 18 contains 45440 members 
Mstep: Class 19 contains 5169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814968.000000 Penalty: 34500.488281
Iteration 315Q: 17 clusters Score -7.281497e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105251 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17015 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 108739 members 
Mstep: Class 10 contains 13731 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115032 members 
Mstep: Class 13 contains 39216 members 
Mstep: Class 14 contains 109695 members 
Mstep: Class 17 contains 14640 members 
Mstep: Class 18 contains 45445 members 
Mstep: Class 19 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815160.000000 Penalty: 34500.488281
Iteration 316Q: 17 clusters Score -7.281516e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105204 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17012 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 108728 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115024 members 
Mstep: Class 13 contains 39276 members 
Mstep: Class 14 contains 109698 members 
Mstep: Class 17 contains 14593 members 
Mstep: Class 18 contains 45454 members 
Mstep: Class 19 contains 5194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815312.000000 Penalty: 34500.488281
Iteration 317Q: 17 clusters Score -7.281531e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105166 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17018 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 108710 members 
Mstep: Class 10 contains 13791 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115013 members 
Mstep: Class 13 contains 39338 members 
Mstep: Class 14 contains 109701 members 
Mstep: Class 17 contains 14548 members 
Mstep: Class 18 contains 45455 members 
Mstep: Class 19 contains 5207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815280.000000 Penalty: 34500.488281
Iteration 318Q: 17 clusters Score -7.281528e+07 nChanged 359
Entering ConstructFrom: 
Score: -72815280.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -75904.804688 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -75904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74674.164062 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -74674.16 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74953.179688 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -74953.18 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75116.062500 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -75116.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75326.906250 Penalty: 2154.113525
	Iteration 3F: 3 clusters Score -75326.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75487.984375 Penalty: 2154.113525
	Iteration 4F: 3 clusters Score -75487.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75583.617188 Penalty: 2154.113525
	Iteration 5F: 3 clusters Score -75583.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75697.250000 Penalty: 2154.113525
	Iteration 6F: 3 clusters Score -75697.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75791.765625 Penalty: 2154.113525
	Iteration 7F: 3 clusters Score -75791.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75829.890625 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -75829.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75859.109375 Penalty: 2154.113525
	Iteration 9Q: 3 clusters Score -75859.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75865.609375 Penalty: 2154.113525
	Iteration 10Q: 3 clusters Score -75865.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75867.359375 Penalty: 2154.113525
	Iteration 11Q: 3 clusters Score -75867.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75868.171875 Penalty: 2154.113525
	Iteration 12Q: 3 clusters Score -75868.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75871.835938 Penalty: 2154.113525
	Iteration 13Q: 3 clusters Score -75871.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75871.835938 Penalty: 2154.113525
	Iteration 14F: 3 clusters Score -75871.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -62672.621094 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -62672.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61689.988281 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -61689.99 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62361.253906 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -62361.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62861.480469 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -62861.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63096.054688 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -63096.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63184.113281 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -63184.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63231.277344 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -63231.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63259.410156 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -63259.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63264.230469 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -63264.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63265.871094 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -63265.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63268.160156 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -63268.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63273.863281 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -63273.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63273.968750 Penalty: 2079.002197
	Iteration 11F: 3 clusters Score -63273.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63278.175781 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -63278.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63278.175781 Penalty: 2079.002197
	Iteration 13F: 3 clusters Score -63278.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105134 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 108709 members 
Mstep: Class 10 contains 13824 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114993 members 
Mstep: Class 13 contains 39402 members 
Mstep: Class 14 contains 109705 members 
Mstep: Class 17 contains 14487 members 
Mstep: Class 18 contains 45448 members 
Mstep: Class 19 contains 5224 members 
Entering Unmasked Estep 
Score: -72814864.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72815280.000000 to -72814864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36727.429688 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36727.43 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37142.601562 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37142.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37328.488281 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37328.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37428.445312 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37428.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37545.550781 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -37545.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37767.125000 Penalty: 2024.906494
	Iteration 5F: 3 clusters Score -37767.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37927.027344 Penalty: 2024.906494
	Iteration 6F: 3 clusters Score -37927.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38013.964844 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38013.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38069.855469 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38069.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38127.718750 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38127.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38225.890625 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38225.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38323.011719 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38323.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38392.675781 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -38392.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38429.308594 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -38429.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38452.562500 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -38452.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38463.394531 Penalty: 2024.906494
	Iteration 15Q: 3 clusters Score -38463.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38496.183594 Penalty: 2024.906494
	Iteration 16F: 3 clusters Score -38496.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38603.214844 Penalty: 2024.906494
	Iteration 17Q: 3 clusters Score -38603.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38617.894531 Penalty: 2024.906494
	Iteration 18Q: 3 clusters Score -38617.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38617.894531 Penalty: 2024.906494
	Iteration 19F: 3 clusters Score -38617.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 105134 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 108709 members 
Mstep: Class 10 contains 13824 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114993 members 
Mstep: Class 13 contains 39402 members 
Mstep: Class 14 contains 109705 members 
Mstep: Class 17 contains 14487 members 
Mstep: Class 18 contains 45448 members 
Mstep: Class 19 contains 5224 members 
Entering Unmasked Estep 
Score: -72815200.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72815280.000000 to -72815200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (105134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105134 members 
Entering Unmasked Estep 
Score: -13381011.000000 Penalty: 1878.986084
	Iteration 0F: 2 clusters Score -1.338101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -13312041.000000 Penalty: 3757.972168
	Iteration 0F: 3 clusters Score -1.331204e+07 nChanged 50325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -13341774.000000 Penalty: 3757.972168
	Iteration 1F: 3 clusters Score -1.334177e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -13342765.000000 Penalty: 3757.972168
	Iteration 2Q: 3 clusters Score -1.334276e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -13344144.000000 Penalty: 3757.972168
	Iteration 3Q: 3 clusters Score -1.334414e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -13346660.000000 Penalty: 3757.972168
	Iteration 4Q: 3 clusters Score -1.334666e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -13350416.000000 Penalty: 3757.972168
	Iteration 5F: 3 clusters Score -1.335042e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -13355921.000000 Penalty: 3757.972168
	Iteration 6F: 3 clusters Score -1.335592e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -13362232.000000 Penalty: 3757.972168
	Iteration 7F: 3 clusters Score -1.336223e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 83780 members 
Entering Unmasked Estep 
Score: -13367898.000000 Penalty: 3757.972168
	Iteration 8F: 3 clusters Score -1.33679e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -13372231.000000 Penalty: 3757.972168
	Iteration 9Q: 3 clusters Score -1.337223e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -13374865.000000 Penalty: 3757.972168
	Iteration 10Q: 3 clusters Score -1.337486e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -13376187.000000 Penalty: 3757.972168
	Iteration 11Q: 3 clusters Score -1.337619e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 92749 members 
Entering Unmasked Estep 
Score: -13376982.000000 Penalty: 3757.972168
	Iteration 12Q: 3 clusters Score -1.337698e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 93940 members 
Entering Unmasked Estep 
Score: -13377537.000000 Penalty: 3757.972168
	Iteration 13Q: 3 clusters Score -1.337754e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -13377910.000000 Penalty: 3757.972168
	Iteration 14Q: 3 clusters Score -1.337791e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -13378293.000000 Penalty: 3757.972168
	Iteration 15Q: 3 clusters Score -1.337829e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -13378571.000000 Penalty: 3757.972168
	Iteration 16Q: 3 clusters Score -1.337857e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -13378849.000000 Penalty: 3757.972168
	Iteration 17Q: 3 clusters Score -1.337885e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -13379059.000000 Penalty: 3757.972168
	Iteration 18Q: 3 clusters Score -1.337906e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -13379263.000000 Penalty: 3757.972168
	Iteration 19Q: 3 clusters Score -1.337926e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -13379408.000000 Penalty: 3757.972168
	Iteration 20F: 3 clusters Score -1.337941e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 100239 members 
Entering Unmasked Estep 
Score: -13379464.000000 Penalty: 3757.972168
	Iteration 21Q: 3 clusters Score -1.337946e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -13379527.000000 Penalty: 3757.972168
	Iteration 22Q: 3 clusters Score -1.337953e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -13379558.000000 Penalty: 3757.972168
	Iteration 23Q: 3 clusters Score -1.337956e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -13379617.000000 Penalty: 3757.972168
	Iteration 24Q: 3 clusters Score -1.337962e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -13379659.000000 Penalty: 3757.972168
	Iteration 25Q: 3 clusters Score -1.337966e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -13379701.000000 Penalty: 3757.972168
	Iteration 26Q: 3 clusters Score -1.33797e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -13379725.000000 Penalty: 3757.972168
	Iteration 27Q: 3 clusters Score -1.337972e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -13379720.000000 Penalty: 3757.972168
	Iteration 28Q: 3 clusters Score -1.337972e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -13379767.000000 Penalty: 3757.972168
	Iteration 29Q: 3 clusters Score -1.337977e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -13379758.000000 Penalty: 3757.972168
	Iteration 30Q: 3 clusters Score -1.337976e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -13379750.000000 Penalty: 3757.972168
	Iteration 31Q: 3 clusters Score -1.337975e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -13379726.000000 Penalty: 3757.972168
	Iteration 32Q: 3 clusters Score -1.337973e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -13379745.000000 Penalty: 3757.972168
	Iteration 33Q: 3 clusters Score -1.337974e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 103508 members 
Entering Unmasked Estep 
Score: -13379786.000000 Penalty: 3757.972168
	Iteration 34Q: 3 clusters Score -1.337979e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -13379764.000000 Penalty: 3757.972168
	Iteration 35Q: 3 clusters Score -1.337976e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -13379748.000000 Penalty: 3757.972168
	Iteration 36Q: 3 clusters Score -1.337975e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -13379740.000000 Penalty: 3757.972168
	Iteration 37Q: 3 clusters Score -1.337974e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -13379723.000000 Penalty: 3757.972168
	Iteration 38Q: 3 clusters Score -1.337972e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -13379706.000000 Penalty: 3757.972168
	Iteration 39Q: 3 clusters Score -1.337971e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -13379712.000000 Penalty: 3757.972168
	Iteration 40F: 3 clusters Score -1.337971e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -13379716.000000 Penalty: 3757.972168
	Iteration 41Q: 3 clusters Score -1.337972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 103934 members 
Entering Unmasked Estep 
Score: -13379706.000000 Penalty: 3757.972168
	Iteration 42Q: 3 clusters Score -1.337971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -13379707.000000 Penalty: 3757.972168
	Iteration 43Q: 3 clusters Score -1.337971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -13379689.000000 Penalty: 3757.972168
	Iteration 44Q: 3 clusters Score -1.337969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 104005 members 
Entering Unmasked Estep 
Score: -13379704.000000 Penalty: 3757.972168
	Iteration 45Q: 3 clusters Score -1.33797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -13379700.000000 Penalty: 3757.972168
	Iteration 46Q: 3 clusters Score -1.33797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
Score: -13379710.000000 Penalty: 3757.972168
	Iteration 47Q: 3 clusters Score -1.337971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -13379723.000000 Penalty: 3757.972168
	Iteration 48Q: 3 clusters Score -1.337972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -13379728.000000 Penalty: 3757.972168
	Iteration 49Q: 3 clusters Score -1.337973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -13379723.000000 Penalty: 3757.972168
	Iteration 50Q: 3 clusters Score -1.337972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -13379705.000000 Penalty: 3757.972168
	Iteration 51Q: 3 clusters Score -1.33797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -13379714.000000 Penalty: 3757.972168
	Iteration 52Q: 3 clusters Score -1.337971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -13379708.000000 Penalty: 3757.972168
	Iteration 53Q: 3 clusters Score -1.337971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -13379709.000000 Penalty: 3757.972168
	Iteration 54Q: 3 clusters Score -1.337971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 104090 members 
Entering Unmasked Estep 
Score: -13379711.000000 Penalty: 3757.972168
	Iteration 55Q: 3 clusters Score -1.337971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 104094 members 
Entering Unmasked Estep 
Score: -13379708.000000 Penalty: 3757.972168
	Iteration 56Q: 3 clusters Score -1.337971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 104098 members 
Entering Unmasked Estep 
Score: -13379718.000000 Penalty: 3757.972168
	Iteration 57Q: 3 clusters Score -1.337972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -13379708.000000 Penalty: 3757.972168
	Iteration 58Q: 3 clusters Score -1.337971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -13379732.000000 Penalty: 3757.972168
	Iteration 59Q: 3 clusters Score -1.337973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -13379708.000000 Penalty: 3757.972168
	Iteration 60F: 3 clusters Score -1.337971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -13379725.000000 Penalty: 3757.972168
	Iteration 61Q: 3 clusters Score -1.337972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 104122 members 
Entering Unmasked Estep 
Score: -13379726.000000 Penalty: 3757.972168
	Iteration 62Q: 3 clusters Score -1.337973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -13379728.000000 Penalty: 3757.972168
	Iteration 63Q: 3 clusters Score -1.337973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -13379724.000000 Penalty: 3757.972168
	Iteration 64Q: 3 clusters Score -1.337972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 104131 members 
Entering Unmasked Estep 
Score: -13379725.000000 Penalty: 3757.972168
	Iteration 65Q: 3 clusters Score -1.337972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -13379716.000000 Penalty: 3757.972168
	Iteration 66Q: 3 clusters Score -1.337972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -13379716.000000 Penalty: 3757.972168
	Iteration 67F: 3 clusters Score -1.337972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12155.137695 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12155.14 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12656.982422 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12656.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12954.990234 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -12954.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12991.661133 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -12991.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13017.463867 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -13017.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13027.125000 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -13027.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13053.395508 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -13053.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13088.861328 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -13088.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13107.261719 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -13107.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13115.385742 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -13115.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13116.036133 Penalty: 1877.736938
	Iteration 10F: 3 clusters Score -13116.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13131.693359 Penalty: 1877.736938
	Iteration 11Q: 3 clusters Score -13131.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13131.693359 Penalty: 1877.736938
	Iteration 12F: 3 clusters Score -13131.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105134 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 7 contains 129 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 108709 members 
Mstep: Class 10 contains 13824 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114993 members 
Mstep: Class 13 contains 39402 members 
Mstep: Class 14 contains 109705 members 
Mstep: Class 17 contains 14487 members 
Mstep: Class 18 contains 45448 members 
Mstep: Class 19 contains 5224 members 
Entering Unmasked Estep 
Score: -72814424.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72815280.000000 to -72814424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Entering Unmasked Estep 
Score: -2132725.500000 Penalty: 1583.117554
	Iteration 0F: 2 clusters Score -2132726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2121077.750000 Penalty: 3166.235107
	Iteration 0F: 3 clusters Score -2121078 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2125210.750000 Penalty: 3166.235107
	Iteration 1F: 3 clusters Score -2125211 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2125473.250000 Penalty: 3166.235107
	Iteration 2Q: 3 clusters Score -2125473 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2125739.000000 Penalty: 3166.235107
	Iteration 3Q: 3 clusters Score -2125739 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2126058.500000 Penalty: 3166.235107
	Iteration 4Q: 3 clusters Score -2126058 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2126426.250000 Penalty: 3166.235107
	Iteration 5Q: 3 clusters Score -2126426 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2126887.500000 Penalty: 3166.235107
	Iteration 6F: 3 clusters Score -2126888 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2127502.750000 Penalty: 3166.235107
	Iteration 7F: 3 clusters Score -2127503 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2128157.000000 Penalty: 3166.235107
	Iteration 8F: 3 clusters Score -2128157 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2128789.250000 Penalty: 3166.235107
	Iteration 9F: 3 clusters Score -2128789 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2129320.000000 Penalty: 3166.235107
	Iteration 10Q: 3 clusters Score -2129320 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2129821.250000 Penalty: 3166.235107
	Iteration 11Q: 3 clusters Score -2129821 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2130547.000000 Penalty: 3166.235107
	Iteration 12Q: 3 clusters Score -2130547 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2131185.250000 Penalty: 3166.235107
	Iteration 13Q: 3 clusters Score -2131185 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2131329.750000 Penalty: 3166.235107
	Iteration 14Q: 3 clusters Score -2131330 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2131401.000000 Penalty: 3166.235107
	Iteration 15Q: 3 clusters Score -2131401 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2131434.500000 Penalty: 3166.235107
	Iteration 16Q: 3 clusters Score -2131434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2131459.000000 Penalty: 3166.235107
	Iteration 17Q: 3 clusters Score -2131459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2131481.750000 Penalty: 3166.235107
	Iteration 18Q: 3 clusters Score -2131482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2131505.250000 Penalty: 3166.235107
	Iteration 19Q: 3 clusters Score -2131505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2131518.750000 Penalty: 3166.235107
	Iteration 20F: 3 clusters Score -2131519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2131529.250000 Penalty: 3166.235107
	Iteration 21Q: 3 clusters Score -2131529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2131539.500000 Penalty: 3166.235107
	Iteration 22Q: 3 clusters Score -2131540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2131548.250000 Penalty: 3166.235107
	Iteration 23Q: 3 clusters Score -2131548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2131556.500000 Penalty: 3166.235107
	Iteration 24Q: 3 clusters Score -2131556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2131563.250000 Penalty: 3166.235107
	Iteration 25Q: 3 clusters Score -2131563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2131576.500000 Penalty: 3166.235107
	Iteration 26Q: 3 clusters Score -2131576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2131582.750000 Penalty: 3166.235107
	Iteration 27Q: 3 clusters Score -2131583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2131591.500000 Penalty: 3166.235107
	Iteration 28Q: 3 clusters Score -2131592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2131604.750000 Penalty: 3166.235107
	Iteration 29Q: 3 clusters Score -2131605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2131608.750000 Penalty: 3166.235107
	Iteration 30Q: 3 clusters Score -2131609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2131608.000000 Penalty: 3166.235107
	Iteration 31Q: 3 clusters Score -2131608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2131614.750000 Penalty: 3166.235107
	Iteration 32Q: 3 clusters Score -2131615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2131613.750000 Penalty: 3166.235107
	Iteration 33Q: 3 clusters Score -2131614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2131620.750000 Penalty: 3166.235107
	Iteration 34Q: 3 clusters Score -2131621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2131620.250000 Penalty: 3166.235107
	Iteration 35Q: 3 clusters Score -2131620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2131621.250000 Penalty: 3166.235107
	Iteration 36Q: 3 clusters Score -2131621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2131623.000000 Penalty: 3166.235107
	Iteration 37Q: 3 clusters Score -2131623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2131624.250000 Penalty: 3166.235107
	Iteration 38Q: 3 clusters Score -2131624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2131625.750000 Penalty: 3166.235107
	Iteration 39Q: 3 clusters Score -2131626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2131623.000000 Penalty: 3166.235107
	Iteration 40F: 3 clusters Score -2131623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2131621.250000 Penalty: 3166.235107
	Iteration 41Q: 3 clusters Score -2131621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2131623.000000 Penalty: 3166.235107
	Iteration 42Q: 3 clusters Score -2131623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2131623.750000 Penalty: 3166.235107
	Iteration 43Q: 3 clusters Score -2131624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2131623.250000 Penalty: 3166.235107
	Iteration 44Q: 3 clusters Score -2131623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2131623.500000 Penalty: 3166.235107
	Iteration 45Q: 3 clusters Score -2131624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2131623.250000 Penalty: 3166.235107
	Iteration 46Q: 3 clusters Score -2131623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2131623.250000 Penalty: 3166.235107
	Iteration 47F: 3 clusters Score -2131623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -325961.906250 Penalty: 1282.341187
	Iteration 0F: 2 clusters Score -325961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -323519.031250 Penalty: 2564.682373
	Iteration 0F: 3 clusters Score -323519 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -324144.656250 Penalty: 2564.682373
	Iteration 1F: 3 clusters Score -324144.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -324281.125000 Penalty: 2564.682373
	Iteration 2F: 3 clusters Score -324281.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -324364.062500 Penalty: 2564.682373
	Iteration 3Q: 3 clusters Score -324364.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -324424.031250 Penalty: 2564.682373
	Iteration 4Q: 3 clusters Score -324424 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -324497.468750 Penalty: 2564.682373
	Iteration 5Q: 3 clusters Score -324497.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -324568.562500 Penalty: 2564.682373
	Iteration 6Q: 3 clusters Score -324568.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -324643.687500 Penalty: 2564.682373
	Iteration 7Q: 3 clusters Score -324643.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -324720.906250 Penalty: 2564.682373
	Iteration 8Q: 3 clusters Score -324720.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -324795.343750 Penalty: 2564.682373
	Iteration 9Q: 3 clusters Score -324795.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -324862.031250 Penalty: 2564.682373
	Iteration 10Q: 3 clusters Score -324862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -324927.218750 Penalty: 2564.682373
	Iteration 11Q: 3 clusters Score -324927.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -324979.187500 Penalty: 2564.682373
	Iteration 12Q: 3 clusters Score -324979.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -325054.125000 Penalty: 2564.682373
	Iteration 13Q: 3 clusters Score -325054.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -325142.031250 Penalty: 2564.682373
	Iteration 14Q: 3 clusters Score -325142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -325214.406250 Penalty: 2564.682373
	Iteration 15Q: 3 clusters Score -325214.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -325266.062500 Penalty: 2564.682373
	Iteration 16Q: 3 clusters Score -325266.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -325295.625000 Penalty: 2564.682373
	Iteration 17Q: 3 clusters Score -325295.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -325314.718750 Penalty: 2564.682373
	Iteration 18Q: 3 clusters Score -325314.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -325326.000000 Penalty: 2564.682373
	Iteration 19Q: 3 clusters Score -325326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -325336.312500 Penalty: 2564.682373
	Iteration 20F: 3 clusters Score -325336.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -325339.375000 Penalty: 2564.682373
	Iteration 21Q: 3 clusters Score -325339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -325340.656250 Penalty: 2564.682373
	Iteration 22Q: 3 clusters Score -325340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -325342.875000 Penalty: 2564.682373
	Iteration 23Q: 3 clusters Score -325342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -325344.781250 Penalty: 2564.682373
	Iteration 24Q: 3 clusters Score -325344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -325349.062500 Penalty: 2564.682373
	Iteration 25Q: 3 clusters Score -325349.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -325353.468750 Penalty: 2564.682373
	Iteration 26Q: 3 clusters Score -325353.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -325355.750000 Penalty: 2564.682373
	Iteration 27Q: 3 clusters Score -325355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -325357.156250 Penalty: 2564.682373
	Iteration 28Q: 3 clusters Score -325357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -325359.937500 Penalty: 2564.682373
	Iteration 29Q: 3 clusters Score -325359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -325360.937500 Penalty: 2564.682373
	Iteration 30Q: 3 clusters Score -325360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -325361.468750 Penalty: 2564.682373
	Iteration 31Q: 3 clusters Score -325361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -325361.468750 Penalty: 2564.682373
	Iteration 32F: 3 clusters Score -325361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108709 members 
Entering Unmasked Estep 
Score: -13861329.000000 Penalty: 1884.419800
	Iteration 0F: 2 clusters Score -1.386133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -13792556.000000 Penalty: 3768.839600
	Iteration 0F: 3 clusters Score -1.379256e+07 nChanged 51936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -13823173.000000 Penalty: 3768.839600
	Iteration 1F: 3 clusters Score -1.382317e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -13824440.000000 Penalty: 3768.839600
	Iteration 2Q: 3 clusters Score -1.382444e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -13826195.000000 Penalty: 3768.839600
	Iteration 3Q: 3 clusters Score -1.38262e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -13828598.000000 Penalty: 3768.839600
	Iteration 4Q: 3 clusters Score -1.38286e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -13831682.000000 Penalty: 3768.839600
	Iteration 5F: 3 clusters Score -1.383168e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -13835620.000000 Penalty: 3768.839600
	Iteration 6F: 3 clusters Score -1.383562e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -13840065.000000 Penalty: 3768.839600
	Iteration 7F: 3 clusters Score -1.384006e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -13844225.000000 Penalty: 3768.839600
	Iteration 8F: 3 clusters Score -1.384422e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -13847112.000000 Penalty: 3768.839600
	Iteration 9F: 3 clusters Score -1.384711e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -13848591.000000 Penalty: 3768.839600
	Iteration 10Q: 3 clusters Score -1.384859e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -13849209.000000 Penalty: 3768.839600
	Iteration 11Q: 3 clusters Score -1.384921e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -13849466.000000 Penalty: 3768.839600
	Iteration 12Q: 3 clusters Score -1.384947e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -13849587.000000 Penalty: 3768.839600
	Iteration 13Q: 3 clusters Score -1.384959e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -13849727.000000 Penalty: 3768.839600
	Iteration 14Q: 3 clusters Score -1.384973e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -13849907.000000 Penalty: 3768.839600
	Iteration 15Q: 3 clusters Score -1.384991e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -13850048.000000 Penalty: 3768.839600
	Iteration 16Q: 3 clusters Score -1.385005e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -13850135.000000 Penalty: 3768.839600
	Iteration 17Q: 3 clusters Score -1.385014e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -13850180.000000 Penalty: 3768.839600
	Iteration 18Q: 3 clusters Score -1.385018e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -13850299.000000 Penalty: 3768.839600
	Iteration 19Q: 3 clusters Score -1.38503e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -13850422.000000 Penalty: 3768.839600
	Iteration 20F: 3 clusters Score -1.385042e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -13850523.000000 Penalty: 3768.839600
	Iteration 21Q: 3 clusters Score -1.385052e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -13850580.000000 Penalty: 3768.839600
	Iteration 22Q: 3 clusters Score -1.385058e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -13850580.000000 Penalty: 3768.839600
	Iteration 23Q: 3 clusters Score -1.385058e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -13850639.000000 Penalty: 3768.839600
	Iteration 24Q: 3 clusters Score -1.385064e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -13850775.000000 Penalty: 3768.839600
	Iteration 25Q: 3 clusters Score -1.385078e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -13850796.000000 Penalty: 3768.839600
	Iteration 26Q: 3 clusters Score -1.38508e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -13850934.000000 Penalty: 3768.839600
	Iteration 27Q: 3 clusters Score -1.385093e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -13850984.000000 Penalty: 3768.839600
	Iteration 28Q: 3 clusters Score -1.385098e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -13851052.000000 Penalty: 3768.839600
	Iteration 29Q: 3 clusters Score -1.385105e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -13851076.000000 Penalty: 3768.839600
	Iteration 30Q: 3 clusters Score -1.385108e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -13851100.000000 Penalty: 3768.839600
	Iteration 31Q: 3 clusters Score -1.38511e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -13851156.000000 Penalty: 3768.839600
	Iteration 32Q: 3 clusters Score -1.385116e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -13851254.000000 Penalty: 3768.839600
	Iteration 33Q: 3 clusters Score -1.385125e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -13851294.000000 Penalty: 3768.839600
	Iteration 34Q: 3 clusters Score -1.385129e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -13851321.000000 Penalty: 3768.839600
	Iteration 35Q: 3 clusters Score -1.385132e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -13851321.000000 Penalty: 3768.839600
	Iteration 36Q: 3 clusters Score -1.385132e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -13851384.000000 Penalty: 3768.839600
	Iteration 37Q: 3 clusters Score -1.385138e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -13851471.000000 Penalty: 3768.839600
	Iteration 38Q: 3 clusters Score -1.385147e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -13851620.000000 Penalty: 3768.839600
	Iteration 39Q: 3 clusters Score -1.385162e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -13851611.000000 Penalty: 3768.839600
	Iteration 40F: 3 clusters Score -1.385161e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -13851671.000000 Penalty: 3768.839600
	Iteration 41Q: 3 clusters Score -1.385167e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -13851758.000000 Penalty: 3768.839600
	Iteration 42Q: 3 clusters Score -1.385176e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -13851819.000000 Penalty: 3768.839600
	Iteration 43Q: 3 clusters Score -1.385182e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -13851913.000000 Penalty: 3768.839600
	Iteration 44Q: 3 clusters Score -1.385191e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -13851992.000000 Penalty: 3768.839600
	Iteration 45Q: 3 clusters Score -1.385199e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -13852085.000000 Penalty: 3768.839600
	Iteration 46Q: 3 clusters Score -1.385208e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -13852132.000000 Penalty: 3768.839600
	Iteration 47Q: 3 clusters Score -1.385213e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -13852185.000000 Penalty: 3768.839600
	Iteration 48Q: 3 clusters Score -1.385218e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -13852257.000000 Penalty: 3768.839600
	Iteration 49Q: 3 clusters Score -1.385226e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -13852409.000000 Penalty: 3768.839600
	Iteration 50Q: 3 clusters Score -1.385241e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -13852440.000000 Penalty: 3768.839600
	Iteration 51Q: 3 clusters Score -1.385244e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -13852487.000000 Penalty: 3768.839600
	Iteration 52Q: 3 clusters Score -1.385249e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -13852561.000000 Penalty: 3768.839600
	Iteration 53Q: 3 clusters Score -1.385256e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -13852709.000000 Penalty: 3768.839600
	Iteration 54Q: 3 clusters Score -1.385271e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -13852810.000000 Penalty: 3768.839600
	Iteration 55Q: 3 clusters Score -1.385281e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -13852939.000000 Penalty: 3768.839600
	Iteration 56Q: 3 clusters Score -1.385294e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -13853097.000000 Penalty: 3768.839600
	Iteration 57Q: 3 clusters Score -1.38531e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -13853130.000000 Penalty: 3768.839600
	Iteration 58Q: 3 clusters Score -1.385313e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -13853146.000000 Penalty: 3768.839600
	Iteration 59Q: 3 clusters Score -1.385315e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -13853233.000000 Penalty: 3768.839600
	Iteration 60F: 3 clusters Score -1.385323e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -13853283.000000 Penalty: 3768.839600
	Iteration 61Q: 3 clusters Score -1.385328e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -13853348.000000 Penalty: 3768.839600
	Iteration 62Q: 3 clusters Score -1.385335e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -13853409.000000 Penalty: 3768.839600
	Iteration 63Q: 3 clusters Score -1.385341e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -13853431.000000 Penalty: 3768.839600
	Iteration 64Q: 3 clusters Score -1.385343e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -13853533.000000 Penalty: 3768.839600
	Iteration 65Q: 3 clusters Score -1.385353e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -13853617.000000 Penalty: 3768.839600
	Iteration 66Q: 3 clusters Score -1.385362e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -13853665.000000 Penalty: 3768.839600
	Iteration 67Q: 3 clusters Score -1.385366e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -13853729.000000 Penalty: 3768.839600
	Iteration 68Q: 3 clusters Score -1.385373e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -13853820.000000 Penalty: 3768.839600
	Iteration 69Q: 3 clusters Score -1.385382e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -13853861.000000 Penalty: 3768.839600
	Iteration 70Q: 3 clusters Score -1.385386e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -13853911.000000 Penalty: 3768.839600
	Iteration 71Q: 3 clusters Score -1.385391e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -13853937.000000 Penalty: 3768.839600
	Iteration 72Q: 3 clusters Score -1.385394e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -13853961.000000 Penalty: 3768.839600
	Iteration 73Q: 3 clusters Score -1.385396e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -13853981.000000 Penalty: 3768.839600
	Iteration 74Q: 3 clusters Score -1.385398e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -13853994.000000 Penalty: 3768.839600
	Iteration 75Q: 3 clusters Score -1.385399e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -13854021.000000 Penalty: 3768.839600
	Iteration 76Q: 3 clusters Score -1.385402e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -13854025.000000 Penalty: 3768.839600
	Iteration 77Q: 3 clusters Score -1.385402e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -13854017.000000 Penalty: 3768.839600
	Iteration 78Q: 3 clusters Score -1.385402e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -13854034.000000 Penalty: 3768.839600
	Iteration 79Q: 3 clusters Score -1.385403e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -13854098.000000 Penalty: 3768.839600
	Iteration 80F: 3 clusters Score -1.38541e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -13854158.000000 Penalty: 3768.839600
	Iteration 81Q: 3 clusters Score -1.385416e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -13854176.000000 Penalty: 3768.839600
	Iteration 82Q: 3 clusters Score -1.385418e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -13854210.000000 Penalty: 3768.839600
	Iteration 83Q: 3 clusters Score -1.385421e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -13854230.000000 Penalty: 3768.839600
	Iteration 84Q: 3 clusters Score -1.385423e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -13854234.000000 Penalty: 3768.839600
	Iteration 85Q: 3 clusters Score -1.385423e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -13854256.000000 Penalty: 3768.839600
	Iteration 86Q: 3 clusters Score -1.385426e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -13854251.000000 Penalty: 3768.839600
	Iteration 87Q: 3 clusters Score -1.385425e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -13854272.000000 Penalty: 3768.839600
	Iteration 88Q: 3 clusters Score -1.385427e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -13854273.000000 Penalty: 3768.839600
	Iteration 89Q: 3 clusters Score -1.385427e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -13854286.000000 Penalty: 3768.839600
	Iteration 90Q: 3 clusters Score -1.385429e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -13854295.000000 Penalty: 3768.839600
	Iteration 91Q: 3 clusters Score -1.38543e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -13854337.000000 Penalty: 3768.839600
	Iteration 92Q: 3 clusters Score -1.385434e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -13854331.000000 Penalty: 3768.839600
	Iteration 93Q: 3 clusters Score -1.385433e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -13854352.000000 Penalty: 3768.839600
	Iteration 94Q: 3 clusters Score -1.385435e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -13854379.000000 Penalty: 3768.839600
	Iteration 95Q: 3 clusters Score -1.385438e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -13854385.000000 Penalty: 3768.839600
	Iteration 96Q: 3 clusters Score -1.385438e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -13854363.000000 Penalty: 3768.839600
	Iteration 97Q: 3 clusters Score -1.385436e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -13854390.000000 Penalty: 3768.839600
	Iteration 98Q: 3 clusters Score -1.385439e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -13854404.000000 Penalty: 3768.839600
	Iteration 99Q: 3 clusters Score -1.38544e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -13854415.000000 Penalty: 3768.839600
	Iteration 100F: 3 clusters Score -1.385442e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -13854422.000000 Penalty: 3768.839600
	Iteration 101Q: 3 clusters Score -1.385442e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -13854421.000000 Penalty: 3768.839600
	Iteration 102Q: 3 clusters Score -1.385442e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -13854424.000000 Penalty: 3768.839600
	Iteration 103Q: 3 clusters Score -1.385442e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -13854428.000000 Penalty: 3768.839600
	Iteration 104Q: 3 clusters Score -1.385443e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -13854416.000000 Penalty: 3768.839600
	Iteration 105Q: 3 clusters Score -1.385442e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -13854430.000000 Penalty: 3768.839600
	Iteration 106Q: 3 clusters Score -1.385443e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -13854416.000000 Penalty: 3768.839600
	Iteration 107Q: 3 clusters Score -1.385442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -13854402.000000 Penalty: 3768.839600
	Iteration 108Q: 3 clusters Score -1.38544e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -13854414.000000 Penalty: 3768.839600
	Iteration 109Q: 3 clusters Score -1.385441e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -13854422.000000 Penalty: 3768.839600
	Iteration 110Q: 3 clusters Score -1.385442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -13854402.000000 Penalty: 3768.839600
	Iteration 111Q: 3 clusters Score -1.38544e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -13854400.000000 Penalty: 3768.839600
	Iteration 112Q: 3 clusters Score -1.38544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -13854383.000000 Penalty: 3768.839600
	Iteration 113Q: 3 clusters Score -1.385438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -13854399.000000 Penalty: 3768.839600
	Iteration 114Q: 3 clusters Score -1.38544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -13854405.000000 Penalty: 3768.839600
	Iteration 115Q: 3 clusters Score -1.38544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -13854408.000000 Penalty: 3768.839600
	Iteration 116Q: 3 clusters Score -1.385441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -13854406.000000 Penalty: 3768.839600
	Iteration 117Q: 3 clusters Score -1.385441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -13854412.000000 Penalty: 3768.839600
	Iteration 118Q: 3 clusters Score -1.385441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -13854405.000000 Penalty: 3768.839600
	Iteration 119Q: 3 clusters Score -1.38544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -13854399.000000 Penalty: 3768.839600
	Iteration 120F: 3 clusters Score -1.38544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -13854412.000000 Penalty: 3768.839600
	Iteration 121Q: 3 clusters Score -1.385441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -13854416.000000 Penalty: 3768.839600
	Iteration 122Q: 3 clusters Score -1.385442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -13854405.000000 Penalty: 3768.839600
	Iteration 123Q: 3 clusters Score -1.38544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -13854399.000000 Penalty: 3768.839600
	Iteration 124Q: 3 clusters Score -1.38544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -13854403.000000 Penalty: 3768.839600
	Iteration 125Q: 3 clusters Score -1.38544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -13854409.000000 Penalty: 3768.839600
	Iteration 126Q: 3 clusters Score -1.385441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -13854413.000000 Penalty: 3768.839600
	Iteration 127Q: 3 clusters Score -1.385441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -13854409.000000 Penalty: 3768.839600
	Iteration 128Q: 3 clusters Score -1.385441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -13854395.000000 Penalty: 3768.839600
	Iteration 129Q: 3 clusters Score -1.38544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -13854398.000000 Penalty: 3768.839600
	Iteration 130Q: 3 clusters Score -1.38544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -13854401.000000 Penalty: 3768.839600
	Iteration 131Q: 3 clusters Score -1.38544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -13854388.000000 Penalty: 3768.839600
	Iteration 132Q: 3 clusters Score -1.385439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -13854388.000000 Penalty: 3768.839600
	Iteration 133F: 3 clusters Score -1.385439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Entering Unmasked Estep 
Score: -1776140.000000 Penalty: 1549.301270
	Iteration 0F: 2 clusters Score -1776140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1766457.125000 Penalty: 3098.602539
	Iteration 0F: 3 clusters Score -1766457 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1769753.750000 Penalty: 3098.602539
	Iteration 1F: 3 clusters Score -1769754 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1770000.375000 Penalty: 3098.602539
	Iteration 2F: 3 clusters Score -1770000 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1770197.250000 Penalty: 3098.602539
	Iteration 3Q: 3 clusters Score -1770197 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1770374.500000 Penalty: 3098.602539
	Iteration 4Q: 3 clusters Score -1770374 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1770549.875000 Penalty: 3098.602539
	Iteration 5Q: 3 clusters Score -1770550 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1770741.250000 Penalty: 3098.602539
	Iteration 6Q: 3 clusters Score -1770741 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1770978.500000 Penalty: 3098.602539
	Iteration 7Q: 3 clusters Score -1770978 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1771267.875000 Penalty: 3098.602539
	Iteration 8Q: 3 clusters Score -1771268 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1771655.250000 Penalty: 3098.602539
	Iteration 9Q: 3 clusters Score -1771655 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1772154.750000 Penalty: 3098.602539
	Iteration 10F: 3 clusters Score -1772155 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1772786.375000 Penalty: 3098.602539
	Iteration 11F: 3 clusters Score -1772786 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1773410.375000 Penalty: 3098.602539
	Iteration 12F: 3 clusters Score -1773410 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1773879.875000 Penalty: 3098.602539
	Iteration 13Q: 3 clusters Score -1773880 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1774179.375000 Penalty: 3098.602539
	Iteration 14Q: 3 clusters Score -1774179 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1774367.125000 Penalty: 3098.602539
	Iteration 15Q: 3 clusters Score -1774367 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1774490.875000 Penalty: 3098.602539
	Iteration 16Q: 3 clusters Score -1774491 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1774573.875000 Penalty: 3098.602539
	Iteration 17Q: 3 clusters Score -1774574 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1774646.125000 Penalty: 3098.602539
	Iteration 18Q: 3 clusters Score -1774646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1774699.500000 Penalty: 3098.602539
	Iteration 19Q: 3 clusters Score -1774700 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1774753.750000 Penalty: 3098.602539
	Iteration 20F: 3 clusters Score -1774754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1774780.125000 Penalty: 3098.602539
	Iteration 21Q: 3 clusters Score -1774780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1774809.000000 Penalty: 3098.602539
	Iteration 22Q: 3 clusters Score -1774809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1774831.500000 Penalty: 3098.602539
	Iteration 23Q: 3 clusters Score -1774832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1774838.375000 Penalty: 3098.602539
	Iteration 24Q: 3 clusters Score -1774838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1774847.375000 Penalty: 3098.602539
	Iteration 25Q: 3 clusters Score -1774847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1774862.750000 Penalty: 3098.602539
	Iteration 26Q: 3 clusters Score -1774863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1774866.375000 Penalty: 3098.602539
	Iteration 27Q: 3 clusters Score -1774866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1774866.125000 Penalty: 3098.602539
	Iteration 28Q: 3 clusters Score -1774866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1774869.375000 Penalty: 3098.602539
	Iteration 29Q: 3 clusters Score -1774869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1774868.500000 Penalty: 3098.602539
	Iteration 30Q: 3 clusters Score -1774868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1774872.000000 Penalty: 3098.602539
	Iteration 31Q: 3 clusters Score -1774872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1774872.500000 Penalty: 3098.602539
	Iteration 32Q: 3 clusters Score -1774872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1774874.125000 Penalty: 3098.602539
	Iteration 33Q: 3 clusters Score -1774874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1774873.125000 Penalty: 3098.602539
	Iteration 34Q: 3 clusters Score -1774873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1774875.125000 Penalty: 3098.602539
	Iteration 35Q: 3 clusters Score -1774875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1774879.875000 Penalty: 3098.602539
	Iteration 36Q: 3 clusters Score -1774880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1774883.875000 Penalty: 3098.602539
	Iteration 37Q: 3 clusters Score -1774884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1774885.250000 Penalty: 3098.602539
	Iteration 38Q: 3 clusters Score -1774885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1774886.625000 Penalty: 3098.602539
	Iteration 39Q: 3 clusters Score -1774887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1774885.750000 Penalty: 3098.602539
	Iteration 40F: 3 clusters Score -1774886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1774887.000000 Penalty: 3098.602539
	Iteration 41Q: 3 clusters Score -1774887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1774887.000000 Penalty: 3098.602539
	Iteration 42F: 3 clusters Score -1774887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51135.171875 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51135.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51250.027344 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51250.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51275.488281 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51275.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51283.460938 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51283.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51288.289062 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51288.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51288.289062 Penalty: 1878.741699
	Iteration 5F: 3 clusters Score -51288.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Entering Unmasked Estep 
Score: -14692820.000000 Penalty: 1893.551880
	Iteration 0F: 2 clusters Score -1.469282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -14622709.000000 Penalty: 3787.103760
	Iteration 0F: 3 clusters Score -1.462271e+07 nChanged 55531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -14654797.000000 Penalty: 3787.103760
	Iteration 1F: 3 clusters Score -1.46548e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -14655528.000000 Penalty: 3787.103760
	Iteration 2Q: 3 clusters Score -1.465553e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -14656488.000000 Penalty: 3787.103760
	Iteration 3Q: 3 clusters Score -1.465649e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -14657864.000000 Penalty: 3787.103760
	Iteration 4Q: 3 clusters Score -1.465786e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -14659876.000000 Penalty: 3787.103760
	Iteration 5Q: 3 clusters Score -1.465988e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -14662970.000000 Penalty: 3787.103760
	Iteration 6F: 3 clusters Score -1.466297e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -14667671.000000 Penalty: 3787.103760
	Iteration 7F: 3 clusters Score -1.466767e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -14673262.000000 Penalty: 3787.103760
	Iteration 8F: 3 clusters Score -1.467326e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -14678990.000000 Penalty: 3787.103760
	Iteration 9F: 3 clusters Score -1.467899e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 96656 members 
Entering Unmasked Estep 
Score: -14683575.000000 Penalty: 3787.103760
	Iteration 10Q: 3 clusters Score -1.468358e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -14686535.000000 Penalty: 3787.103760
	Iteration 11Q: 3 clusters Score -1.468654e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -14688039.000000 Penalty: 3787.103760
	Iteration 12Q: 3 clusters Score -1.468804e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 103039 members 
Entering Unmasked Estep 
Score: -14688923.000000 Penalty: 3787.103760
	Iteration 13Q: 3 clusters Score -1.468892e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -14689563.000000 Penalty: 3787.103760
	Iteration 14Q: 3 clusters Score -1.468956e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 105459 members 
Entering Unmasked Estep 
Score: -14689960.000000 Penalty: 3787.103760
	Iteration 15Q: 3 clusters Score -1.468996e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 106515 members 
Entering Unmasked Estep 
Score: -14690356.000000 Penalty: 3787.103760
	Iteration 16Q: 3 clusters Score -1.469036e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -14690770.000000 Penalty: 3787.103760
	Iteration 17Q: 3 clusters Score -1.469077e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 108324 members 
Entering Unmasked Estep 
Score: -14691138.000000 Penalty: 3787.103760
	Iteration 18Q: 3 clusters Score -1.469114e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -14691363.000000 Penalty: 3787.103760
	Iteration 19Q: 3 clusters Score -1.469136e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -14691508.000000 Penalty: 3787.103760
	Iteration 20F: 3 clusters Score -1.469151e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -14691602.000000 Penalty: 3787.103760
	Iteration 21Q: 3 clusters Score -1.46916e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 110698 members 
Entering Unmasked Estep 
Score: -14691636.000000 Penalty: 3787.103760
	Iteration 22Q: 3 clusters Score -1.469164e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 111150 members 
Entering Unmasked Estep 
Score: -14691662.000000 Penalty: 3787.103760
	Iteration 23Q: 3 clusters Score -1.469166e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 111556 members 
Entering Unmasked Estep 
Score: -14691708.000000 Penalty: 3787.103760
	Iteration 24Q: 3 clusters Score -1.469171e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 111916 members 
Entering Unmasked Estep 
Score: -14691738.000000 Penalty: 3787.103760
	Iteration 25Q: 3 clusters Score -1.469174e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -14691828.000000 Penalty: 3787.103760
	Iteration 26Q: 3 clusters Score -1.469183e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 112412 members 
Entering Unmasked Estep 
Score: -14691843.000000 Penalty: 3787.103760
	Iteration 27Q: 3 clusters Score -1.469184e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -14691882.000000 Penalty: 3787.103760
	Iteration 28Q: 3 clusters Score -1.469188e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 112775 members 
Entering Unmasked Estep 
Score: -14691869.000000 Penalty: 3787.103760
	Iteration 29Q: 3 clusters Score -1.469187e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -14691874.000000 Penalty: 3787.103760
	Iteration 30Q: 3 clusters Score -1.469187e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 113018 members 
Entering Unmasked Estep 
Score: -14691852.000000 Penalty: 3787.103760
	Iteration 31Q: 3 clusters Score -1.469185e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -14691879.000000 Penalty: 3787.103760
	Iteration 32Q: 3 clusters Score -1.469188e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 113194 members 
Entering Unmasked Estep 
Score: -14691885.000000 Penalty: 3787.103760
	Iteration 33Q: 3 clusters Score -1.469188e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -14691892.000000 Penalty: 3787.103760
	Iteration 34Q: 3 clusters Score -1.469189e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -14691867.000000 Penalty: 3787.103760
	Iteration 35Q: 3 clusters Score -1.469187e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 113328 members 
Entering Unmasked Estep 
Score: -14691884.000000 Penalty: 3787.103760
	Iteration 36Q: 3 clusters Score -1.469188e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 113363 members 
Entering Unmasked Estep 
Score: -14691891.000000 Penalty: 3787.103760
	Iteration 37Q: 3 clusters Score -1.469189e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 113389 members 
Entering Unmasked Estep 
Score: -14691918.000000 Penalty: 3787.103760
	Iteration 38Q: 3 clusters Score -1.469192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 113417 members 
Entering Unmasked Estep 
Score: -14691898.000000 Penalty: 3787.103760
	Iteration 39Q: 3 clusters Score -1.46919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -14691898.000000 Penalty: 3787.103760
	Iteration 40F: 3 clusters Score -1.46919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -14691914.000000 Penalty: 3787.103760
	Iteration 41Q: 3 clusters Score -1.469191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 113486 members 
Entering Unmasked Estep 
Score: -14691922.000000 Penalty: 3787.103760
	Iteration 42Q: 3 clusters Score -1.469192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -14691915.000000 Penalty: 3787.103760
	Iteration 43Q: 3 clusters Score -1.469192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -14691936.000000 Penalty: 3787.103760
	Iteration 44Q: 3 clusters Score -1.469194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 113534 members 
Entering Unmasked Estep 
Score: -14691939.000000 Penalty: 3787.103760
	Iteration 45Q: 3 clusters Score -1.469194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
Score: -14691940.000000 Penalty: 3787.103760
	Iteration 46Q: 3 clusters Score -1.469194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -14691938.000000 Penalty: 3787.103760
	Iteration 47Q: 3 clusters Score -1.469194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -14691933.000000 Penalty: 3787.103760
	Iteration 48Q: 3 clusters Score -1.469193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 113568 members 
Entering Unmasked Estep 
Score: -14691929.000000 Penalty: 3787.103760
	Iteration 49Q: 3 clusters Score -1.469193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 113576 members 
Entering Unmasked Estep 
Score: -14691946.000000 Penalty: 3787.103760
	Iteration 50Q: 3 clusters Score -1.469195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -14691958.000000 Penalty: 3787.103760
	Iteration 51Q: 3 clusters Score -1.469196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 113595 members 
Entering Unmasked Estep 
Score: -14691960.000000 Penalty: 3787.103760
	Iteration 52Q: 3 clusters Score -1.469196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 113604 members 
Entering Unmasked Estep 
Score: -14691968.000000 Penalty: 3787.103760
	Iteration 53Q: 3 clusters Score -1.469197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 113609 members 
Entering Unmasked Estep 
Score: -14691968.000000 Penalty: 3787.103760
	Iteration 54Q: 3 clusters Score -1.469197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -14691960.000000 Penalty: 3787.103760
	Iteration 55Q: 3 clusters Score -1.469196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -14691967.000000 Penalty: 3787.103760
	Iteration 56Q: 3 clusters Score -1.469197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -14691978.000000 Penalty: 3787.103760
	Iteration 57Q: 3 clusters Score -1.469198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -14691963.000000 Penalty: 3787.103760
	Iteration 58Q: 3 clusters Score -1.469196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -14691960.000000 Penalty: 3787.103760
	Iteration 59Q: 3 clusters Score -1.469196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -14691970.000000 Penalty: 3787.103760
	Iteration 60F: 3 clusters Score -1.469197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -14691974.000000 Penalty: 3787.103760
	Iteration 61Q: 3 clusters Score -1.469197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -14691970.000000 Penalty: 3787.103760
	Iteration 62Q: 3 clusters Score -1.469197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -14691977.000000 Penalty: 3787.103760
	Iteration 63Q: 3 clusters Score -1.469198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -14691970.000000 Penalty: 3787.103760
	Iteration 64Q: 3 clusters Score -1.469197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -14691983.000000 Penalty: 3787.103760
	Iteration 65Q: 3 clusters Score -1.469198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -14691987.000000 Penalty: 3787.103760
	Iteration 66Q: 3 clusters Score -1.469199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 113617 members 
Entering Unmasked Estep 
Score: -14691980.000000 Penalty: 3787.103760
	Iteration 67Q: 3 clusters Score -1.469198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -14691979.000000 Penalty: 3787.103760
	Iteration 68Q: 3 clusters Score -1.469198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -14691979.000000 Penalty: 3787.103760
	Iteration 69F: 3 clusters Score -1.469198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Entering Unmasked Estep 
Score: -5065785.000000 Penalty: 1719.505371
	Iteration 0F: 2 clusters Score -5065785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -5039206.500000 Penalty: 3439.010742
	Iteration 0F: 3 clusters Score -5039206 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -5049457.000000 Penalty: 3439.010742
	Iteration 1F: 3 clusters Score -5049457 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -5049966.000000 Penalty: 3439.010742
	Iteration 2Q: 3 clusters Score -5049966 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5050615.000000 Penalty: 3439.010742
	Iteration 3Q: 3 clusters Score -5050615 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5051468.500000 Penalty: 3439.010742
	Iteration 4Q: 3 clusters Score -5051468 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -5052712.000000 Penalty: 3439.010742
	Iteration 5F: 3 clusters Score -5052712 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -5054447.500000 Penalty: 3439.010742
	Iteration 6F: 3 clusters Score -5054448 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -5056610.000000 Penalty: 3439.010742
	Iteration 7F: 3 clusters Score -5056610 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -5058708.000000 Penalty: 3439.010742
	Iteration 8F: 3 clusters Score -5058708 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -5060303.500000 Penalty: 3439.010742
	Iteration 9Q: 3 clusters Score -5060304 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -5061428.500000 Penalty: 3439.010742
	Iteration 10Q: 3 clusters Score -5061428 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -5062051.500000 Penalty: 3439.010742
	Iteration 11Q: 3 clusters Score -5062052 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -5062428.000000 Penalty: 3439.010742
	Iteration 12Q: 3 clusters Score -5062428 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -5062735.500000 Penalty: 3439.010742
	Iteration 13Q: 3 clusters Score -5062736 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5063003.500000 Penalty: 3439.010742
	Iteration 14Q: 3 clusters Score -5063004 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -5063248.500000 Penalty: 3439.010742
	Iteration 15Q: 3 clusters Score -5063248 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -5063461.500000 Penalty: 3439.010742
	Iteration 16Q: 3 clusters Score -5063462 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5063661.500000 Penalty: 3439.010742
	Iteration 17Q: 3 clusters Score -5063662 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -5063842.500000 Penalty: 3439.010742
	Iteration 18Q: 3 clusters Score -5063842 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -5063980.000000 Penalty: 3439.010742
	Iteration 19Q: 3 clusters Score -5063980 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -5064078.000000 Penalty: 3439.010742
	Iteration 20F: 3 clusters Score -5064078 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -5064142.000000 Penalty: 3439.010742
	Iteration 21Q: 3 clusters Score -5064142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -5064187.500000 Penalty: 3439.010742
	Iteration 22Q: 3 clusters Score -5064188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5064232.500000 Penalty: 3439.010742
	Iteration 23Q: 3 clusters Score -5064232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5064276.500000 Penalty: 3439.010742
	Iteration 24Q: 3 clusters Score -5064276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -5064317.000000 Penalty: 3439.010742
	Iteration 25Q: 3 clusters Score -5064317 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -5064350.500000 Penalty: 3439.010742
	Iteration 26Q: 3 clusters Score -5064350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -5064389.500000 Penalty: 3439.010742
	Iteration 27Q: 3 clusters Score -5064390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -5064415.000000 Penalty: 3439.010742
	Iteration 28Q: 3 clusters Score -5064415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5064430.000000 Penalty: 3439.010742
	Iteration 29Q: 3 clusters Score -5064430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -5064443.500000 Penalty: 3439.010742
	Iteration 30Q: 3 clusters Score -5064444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5064449.500000 Penalty: 3439.010742
	Iteration 31Q: 3 clusters Score -5064450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -5064456.500000 Penalty: 3439.010742
	Iteration 32Q: 3 clusters Score -5064456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5064452.000000 Penalty: 3439.010742
	Iteration 33Q: 3 clusters Score -5064452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -5064465.500000 Penalty: 3439.010742
	Iteration 34Q: 3 clusters Score -5064466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5064472.000000 Penalty: 3439.010742
	Iteration 35Q: 3 clusters Score -5064472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5064480.000000 Penalty: 3439.010742
	Iteration 36Q: 3 clusters Score -5064480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -5064487.500000 Penalty: 3439.010742
	Iteration 37Q: 3 clusters Score -5064488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5064496.500000 Penalty: 3439.010742
	Iteration 38Q: 3 clusters Score -5064496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5064497.000000 Penalty: 3439.010742
	Iteration 39Q: 3 clusters Score -5064497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -5064499.000000 Penalty: 3439.010742
	Iteration 40F: 3 clusters Score -5064499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5064504.000000 Penalty: 3439.010742
	Iteration 41Q: 3 clusters Score -5064504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -5064510.500000 Penalty: 3439.010742
	Iteration 42Q: 3 clusters Score -5064510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5064500.000000 Penalty: 3439.010742
	Iteration 43Q: 3 clusters Score -5064500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -5064512.500000 Penalty: 3439.010742
	Iteration 44Q: 3 clusters Score -5064512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5064512.500000 Penalty: 3439.010742
	Iteration 45Q: 3 clusters Score -5064512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5064511.500000 Penalty: 3439.010742
	Iteration 46Q: 3 clusters Score -5064512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5064517.000000 Penalty: 3439.010742
	Iteration 47Q: 3 clusters Score -5064517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5064518.000000 Penalty: 3439.010742
	Iteration 48Q: 3 clusters Score -5064518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -5064515.500000 Penalty: 3439.010742
	Iteration 49Q: 3 clusters Score -5064516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5064518.000000 Penalty: 3439.010742
	Iteration 50Q: 3 clusters Score -5064518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5064518.000000 Penalty: 3439.010742
	Iteration 51F: 3 clusters Score -5064518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Entering Unmasked Estep 
Score: -14198758.000000 Penalty: 1885.901855
	Iteration 0F: 2 clusters Score -1.419876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -14134060.000000 Penalty: 3771.803711
	Iteration 0F: 3 clusters Score -1.413406e+07 nChanged 52524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -14164423.000000 Penalty: 3771.803711
	Iteration 1F: 3 clusters Score -1.416442e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -14165203.000000 Penalty: 3771.803711
	Iteration 2Q: 3 clusters Score -1.41652e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -14166232.000000 Penalty: 3771.803711
	Iteration 3Q: 3 clusters Score -1.416623e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -14167781.000000 Penalty: 3771.803711
	Iteration 4Q: 3 clusters Score -1.416778e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -14170165.000000 Penalty: 3771.803711
	Iteration 5F: 3 clusters Score -1.417016e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -14172924.000000 Penalty: 3771.803711
	Iteration 6F: 3 clusters Score -1.417292e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -14175628.000000 Penalty: 3771.803711
	Iteration 7F: 3 clusters Score -1.417563e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -14177882.000000 Penalty: 3771.803711
	Iteration 8F: 3 clusters Score -1.417788e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -14179729.000000 Penalty: 3771.803711
	Iteration 9Q: 3 clusters Score -1.417973e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -14180926.000000 Penalty: 3771.803711
	Iteration 10Q: 3 clusters Score -1.418093e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -14182075.000000 Penalty: 3771.803711
	Iteration 11Q: 3 clusters Score -1.418208e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -14183226.000000 Penalty: 3771.803711
	Iteration 12Q: 3 clusters Score -1.418323e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -14184466.000000 Penalty: 3771.803711
	Iteration 13Q: 3 clusters Score -1.418447e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -14185768.000000 Penalty: 3771.803711
	Iteration 14Q: 3 clusters Score -1.418577e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -14187001.000000 Penalty: 3771.803711
	Iteration 15Q: 3 clusters Score -1.4187e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -14188025.000000 Penalty: 3771.803711
	Iteration 16Q: 3 clusters Score -1.418802e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89585 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -14188645.000000 Penalty: 3771.803711
	Iteration 17Q: 3 clusters Score -1.418864e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -14189048.000000 Penalty: 3771.803711
	Iteration 18Q: 3 clusters Score -1.418905e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -14189326.000000 Penalty: 3771.803711
	Iteration 19Q: 3 clusters Score -1.418933e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -14189571.000000 Penalty: 3771.803711
	Iteration 20F: 3 clusters Score -1.418957e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -14189729.000000 Penalty: 3771.803711
	Iteration 21Q: 3 clusters Score -1.418973e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -14189956.000000 Penalty: 3771.803711
	Iteration 22Q: 3 clusters Score -1.418996e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -14190184.000000 Penalty: 3771.803711
	Iteration 23Q: 3 clusters Score -1.419018e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -14190433.000000 Penalty: 3771.803711
	Iteration 24Q: 3 clusters Score -1.419043e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -14190657.000000 Penalty: 3771.803711
	Iteration 25Q: 3 clusters Score -1.419066e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -14190896.000000 Penalty: 3771.803711
	Iteration 26Q: 3 clusters Score -1.41909e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -14191178.000000 Penalty: 3771.803711
	Iteration 27Q: 3 clusters Score -1.419118e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -14191485.000000 Penalty: 3771.803711
	Iteration 28Q: 3 clusters Score -1.419148e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -14191675.000000 Penalty: 3771.803711
	Iteration 29Q: 3 clusters Score -1.419168e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99043 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -14191999.000000 Penalty: 3771.803711
	Iteration 30Q: 3 clusters Score -1.4192e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -14192370.000000 Penalty: 3771.803711
	Iteration 31Q: 3 clusters Score -1.419237e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100553 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -14192855.000000 Penalty: 3771.803711
	Iteration 32Q: 3 clusters Score -1.419286e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -14193446.000000 Penalty: 3771.803711
	Iteration 33Q: 3 clusters Score -1.419345e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102106 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -14193982.000000 Penalty: 3771.803711
	Iteration 34Q: 3 clusters Score -1.419398e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102927 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -14194446.000000 Penalty: 3771.803711
	Iteration 35Q: 3 clusters Score -1.419445e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -14194930.000000 Penalty: 3771.803711
	Iteration 36Q: 3 clusters Score -1.419493e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -14195364.000000 Penalty: 3771.803711
	Iteration 37Q: 3 clusters Score -1.419536e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -14195697.000000 Penalty: 3771.803711
	Iteration 38Q: 3 clusters Score -1.41957e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -14196146.000000 Penalty: 3771.803711
	Iteration 39Q: 3 clusters Score -1.419615e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -14196476.000000 Penalty: 3771.803711
	Iteration 40F: 3 clusters Score -1.419648e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14196759.000000 Penalty: 3771.803711
	Iteration 41Q: 3 clusters Score -1.419676e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107563 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -14196902.000000 Penalty: 3771.803711
	Iteration 42Q: 3 clusters Score -1.41969e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -14197084.000000 Penalty: 3771.803711
	Iteration 43Q: 3 clusters Score -1.419708e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -14197166.000000 Penalty: 3771.803711
	Iteration 44Q: 3 clusters Score -1.419717e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108326 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14197271.000000 Penalty: 3771.803711
	Iteration 45Q: 3 clusters Score -1.419727e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -14197304.000000 Penalty: 3771.803711
	Iteration 46Q: 3 clusters Score -1.41973e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108517 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -14197339.000000 Penalty: 3771.803711
	Iteration 47Q: 3 clusters Score -1.419734e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14197372.000000 Penalty: 3771.803711
	Iteration 48Q: 3 clusters Score -1.419737e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14197385.000000 Penalty: 3771.803711
	Iteration 49Q: 3 clusters Score -1.419738e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14197382.000000 Penalty: 3771.803711
	Iteration 50Q: 3 clusters Score -1.419738e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14197380.000000 Penalty: 3771.803711
	Iteration 51Q: 3 clusters Score -1.419738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -14197388.000000 Penalty: 3771.803711
	Iteration 52Q: 3 clusters Score -1.419739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -14197401.000000 Penalty: 3771.803711
	Iteration 53Q: 3 clusters Score -1.41974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14197429.000000 Penalty: 3771.803711
	Iteration 54Q: 3 clusters Score -1.419743e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14197467.000000 Penalty: 3771.803711
	Iteration 55Q: 3 clusters Score -1.419747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108819 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14197478.000000 Penalty: 3771.803711
	Iteration 56Q: 3 clusters Score -1.419748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14197487.000000 Penalty: 3771.803711
	Iteration 57Q: 3 clusters Score -1.419749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -14197486.000000 Penalty: 3771.803711
	Iteration 58Q: 3 clusters Score -1.419749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14197494.000000 Penalty: 3771.803711
	Iteration 59Q: 3 clusters Score -1.419749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -14197495.000000 Penalty: 3771.803711
	Iteration 60F: 3 clusters Score -1.41975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108847 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14197490.000000 Penalty: 3771.803711
	Iteration 61Q: 3 clusters Score -1.419749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14197490.000000 Penalty: 3771.803711
	Iteration 62Q: 3 clusters Score -1.419749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14197493.000000 Penalty: 3771.803711
	Iteration 63Q: 3 clusters Score -1.419749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14197476.000000 Penalty: 3771.803711
	Iteration 64Q: 3 clusters Score -1.419748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -14197505.000000 Penalty: 3771.803711
	Iteration 65Q: 3 clusters Score -1.41975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14197508.000000 Penalty: 3771.803711
	Iteration 66Q: 3 clusters Score -1.419751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14197512.000000 Penalty: 3771.803711
	Iteration 67Q: 3 clusters Score -1.419751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14197509.000000 Penalty: 3771.803711
	Iteration 68Q: 3 clusters Score -1.419751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14197515.000000 Penalty: 3771.803711
	Iteration 69Q: 3 clusters Score -1.419752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14197511.000000 Penalty: 3771.803711
	Iteration 70Q: 3 clusters Score -1.419751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14197525.000000 Penalty: 3771.803711
	Iteration 71Q: 3 clusters Score -1.419752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14197521.000000 Penalty: 3771.803711
	Iteration 72Q: 3 clusters Score -1.419752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14197529.000000 Penalty: 3771.803711
	Iteration 73Q: 3 clusters Score -1.419753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14197520.000000 Penalty: 3771.803711
	Iteration 74Q: 3 clusters Score -1.419752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14197505.000000 Penalty: 3771.803711
	Iteration 75Q: 3 clusters Score -1.41975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14197526.000000 Penalty: 3771.803711
	Iteration 76Q: 3 clusters Score -1.419753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14197523.000000 Penalty: 3771.803711
	Iteration 77Q: 3 clusters Score -1.419752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14197518.000000 Penalty: 3771.803711
	Iteration 78Q: 3 clusters Score -1.419752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108900 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14197509.000000 Penalty: 3771.803711
	Iteration 79Q: 3 clusters Score -1.419751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108900 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14197520.000000 Penalty: 3771.803711
	Iteration 80F: 3 clusters Score -1.419752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -14197516.000000 Penalty: 3771.803711
	Iteration 81Q: 3 clusters Score -1.419752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14197513.000000 Penalty: 3771.803711
	Iteration 82Q: 3 clusters Score -1.419751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14197518.000000 Penalty: 3771.803711
	Iteration 83Q: 3 clusters Score -1.419752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14197523.000000 Penalty: 3771.803711
	Iteration 84Q: 3 clusters Score -1.419752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14197523.000000 Penalty: 3771.803711
	Iteration 85F: 3 clusters Score -1.419752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Entering Unmasked Estep 
Score: -1875778.875000 Penalty: 1556.913696
	Iteration 0F: 2 clusters Score -1875779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1865713.250000 Penalty: 3113.827393
	Iteration 0F: 3 clusters Score -1865713 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1869198.625000 Penalty: 3113.827393
	Iteration 1F: 3 clusters Score -1869199 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1869517.750000 Penalty: 3113.827393
	Iteration 2F: 3 clusters Score -1869518 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1869819.125000 Penalty: 3113.827393
	Iteration 3Q: 3 clusters Score -1869819 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1870154.250000 Penalty: 3113.827393
	Iteration 4Q: 3 clusters Score -1870154 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1870610.375000 Penalty: 3113.827393
	Iteration 5F: 3 clusters Score -1870610 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1871178.625000 Penalty: 3113.827393
	Iteration 6F: 3 clusters Score -1871179 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1871843.625000 Penalty: 3113.827393
	Iteration 7F: 3 clusters Score -1871844 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1872545.000000 Penalty: 3113.827393
	Iteration 8F: 3 clusters Score -1872545 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1873122.375000 Penalty: 3113.827393
	Iteration 9Q: 3 clusters Score -1873122 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1873542.250000 Penalty: 3113.827393
	Iteration 10Q: 3 clusters Score -1873542 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1873805.375000 Penalty: 3113.827393
	Iteration 11Q: 3 clusters Score -1873805 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1873952.375000 Penalty: 3113.827393
	Iteration 12Q: 3 clusters Score -1873952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1874030.750000 Penalty: 3113.827393
	Iteration 13Q: 3 clusters Score -1874031 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1874087.125000 Penalty: 3113.827393
	Iteration 14Q: 3 clusters Score -1874087 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1874117.875000 Penalty: 3113.827393
	Iteration 15Q: 3 clusters Score -1874118 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1874146.375000 Penalty: 3113.827393
	Iteration 16Q: 3 clusters Score -1874146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1874180.500000 Penalty: 3113.827393
	Iteration 17Q: 3 clusters Score -1874180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1874197.625000 Penalty: 3113.827393
	Iteration 18Q: 3 clusters Score -1874198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1874211.500000 Penalty: 3113.827393
	Iteration 19Q: 3 clusters Score -1874212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1874223.375000 Penalty: 3113.827393
	Iteration 20F: 3 clusters Score -1874223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1874237.500000 Penalty: 3113.827393
	Iteration 21Q: 3 clusters Score -1874238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1874246.000000 Penalty: 3113.827393
	Iteration 22Q: 3 clusters Score -1874246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1874262.000000 Penalty: 3113.827393
	Iteration 23Q: 3 clusters Score -1874262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1874268.875000 Penalty: 3113.827393
	Iteration 24Q: 3 clusters Score -1874269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1874274.125000 Penalty: 3113.827393
	Iteration 25Q: 3 clusters Score -1874274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1874289.875000 Penalty: 3113.827393
	Iteration 26Q: 3 clusters Score -1874290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1874304.000000 Penalty: 3113.827393
	Iteration 27Q: 3 clusters Score -1874304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1874306.000000 Penalty: 3113.827393
	Iteration 28Q: 3 clusters Score -1874306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1874317.125000 Penalty: 3113.827393
	Iteration 29Q: 3 clusters Score -1874317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1874325.000000 Penalty: 3113.827393
	Iteration 30Q: 3 clusters Score -1874325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1874330.500000 Penalty: 3113.827393
	Iteration 31Q: 3 clusters Score -1874330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1874331.625000 Penalty: 3113.827393
	Iteration 32Q: 3 clusters Score -1874332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1874330.875000 Penalty: 3113.827393
	Iteration 33Q: 3 clusters Score -1874331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1874338.375000 Penalty: 3113.827393
	Iteration 34Q: 3 clusters Score -1874338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1874343.625000 Penalty: 3113.827393
	Iteration 35Q: 3 clusters Score -1874344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1874345.250000 Penalty: 3113.827393
	Iteration 36Q: 3 clusters Score -1874345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1874349.625000 Penalty: 3113.827393
	Iteration 37Q: 3 clusters Score -1874350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1874348.250000 Penalty: 3113.827393
	Iteration 38Q: 3 clusters Score -1874348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1874351.375000 Penalty: 3113.827393
	Iteration 39Q: 3 clusters Score -1874351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1874352.750000 Penalty: 3113.827393
	Iteration 40F: 3 clusters Score -1874353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1874354.875000 Penalty: 3113.827393
	Iteration 41Q: 3 clusters Score -1874355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1874354.125000 Penalty: 3113.827393
	Iteration 42Q: 3 clusters Score -1874354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1874355.750000 Penalty: 3113.827393
	Iteration 43Q: 3 clusters Score -1874356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1874359.625000 Penalty: 3113.827393
	Iteration 44Q: 3 clusters Score -1874360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1874361.000000 Penalty: 3113.827393
	Iteration 45Q: 3 clusters Score -1874361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1874363.375000 Penalty: 3113.827393
	Iteration 46Q: 3 clusters Score -1874363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1874367.375000 Penalty: 3113.827393
	Iteration 47Q: 3 clusters Score -1874367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1874369.375000 Penalty: 3113.827393
	Iteration 48Q: 3 clusters Score -1874369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1874370.500000 Penalty: 3113.827393
	Iteration 49Q: 3 clusters Score -1874370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1874375.125000 Penalty: 3113.827393
	Iteration 50Q: 3 clusters Score -1874375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1874373.000000 Penalty: 3113.827393
	Iteration 51Q: 3 clusters Score -1874373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1874374.750000 Penalty: 3113.827393
	Iteration 52Q: 3 clusters Score -1874375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1874380.250000 Penalty: 3113.827393
	Iteration 53Q: 3 clusters Score -1874380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1874383.375000 Penalty: 3113.827393
	Iteration 54Q: 3 clusters Score -1874383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1874389.000000 Penalty: 3113.827393
	Iteration 55Q: 3 clusters Score -1874389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1874390.125000 Penalty: 3113.827393
	Iteration 56Q: 3 clusters Score -1874390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1874392.500000 Penalty: 3113.827393
	Iteration 57Q: 3 clusters Score -1874392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1874399.750000 Penalty: 3113.827393
	Iteration 58Q: 3 clusters Score -1874400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1874401.875000 Penalty: 3113.827393
	Iteration 59Q: 3 clusters Score -1874402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1874409.000000 Penalty: 3113.827393
	Iteration 60F: 3 clusters Score -1874409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1874409.375000 Penalty: 3113.827393
	Iteration 61Q: 3 clusters Score -1874409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1874413.375000 Penalty: 3113.827393
	Iteration 62Q: 3 clusters Score -1874413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1874418.625000 Penalty: 3113.827393
	Iteration 63Q: 3 clusters Score -1874419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1874422.125000 Penalty: 3113.827393
	Iteration 64Q: 3 clusters Score -1874422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1874426.625000 Penalty: 3113.827393
	Iteration 65Q: 3 clusters Score -1874427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1874432.500000 Penalty: 3113.827393
	Iteration 66Q: 3 clusters Score -1874432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1874443.500000 Penalty: 3113.827393
	Iteration 67Q: 3 clusters Score -1874444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1874446.125000 Penalty: 3113.827393
	Iteration 68Q: 3 clusters Score -1874446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1874456.375000 Penalty: 3113.827393
	Iteration 69Q: 3 clusters Score -1874456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1874459.000000 Penalty: 3113.827393
	Iteration 70Q: 3 clusters Score -1874459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1874466.875000 Penalty: 3113.827393
	Iteration 71Q: 3 clusters Score -1874467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1874466.875000 Penalty: 3113.827393
	Iteration 72Q: 3 clusters Score -1874467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1874468.750000 Penalty: 3113.827393
	Iteration 73Q: 3 clusters Score -1874469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1874471.750000 Penalty: 3113.827393
	Iteration 74Q: 3 clusters Score -1874472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1874475.000000 Penalty: 3113.827393
	Iteration 75Q: 3 clusters Score -1874475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1874480.625000 Penalty: 3113.827393
	Iteration 76Q: 3 clusters Score -1874481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1874484.500000 Penalty: 3113.827393
	Iteration 77Q: 3 clusters Score -1874484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1874486.750000 Penalty: 3113.827393
	Iteration 78Q: 3 clusters Score -1874487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1874489.500000 Penalty: 3113.827393
	Iteration 79Q: 3 clusters Score -1874490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1874491.000000 Penalty: 3113.827393
	Iteration 80F: 3 clusters Score -1874491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1874495.625000 Penalty: 3113.827393
	Iteration 81Q: 3 clusters Score -1874496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1874500.250000 Penalty: 3113.827393
	Iteration 82Q: 3 clusters Score -1874500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1874500.375000 Penalty: 3113.827393
	Iteration 83Q: 3 clusters Score -1874500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1874504.375000 Penalty: 3113.827393
	Iteration 84Q: 3 clusters Score -1874504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1874509.375000 Penalty: 3113.827393
	Iteration 85Q: 3 clusters Score -1874509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1874513.000000 Penalty: 3113.827393
	Iteration 86Q: 3 clusters Score -1874513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1874515.625000 Penalty: 3113.827393
	Iteration 87Q: 3 clusters Score -1874516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1874518.250000 Penalty: 3113.827393
	Iteration 88Q: 3 clusters Score -1874518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1874520.375000 Penalty: 3113.827393
	Iteration 89Q: 3 clusters Score -1874520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1874522.875000 Penalty: 3113.827393
	Iteration 90Q: 3 clusters Score -1874523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1874524.375000 Penalty: 3113.827393
	Iteration 91Q: 3 clusters Score -1874524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1874525.250000 Penalty: 3113.827393
	Iteration 92Q: 3 clusters Score -1874525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1874523.500000 Penalty: 3113.827393
	Iteration 93Q: 3 clusters Score -1874524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1874522.375000 Penalty: 3113.827393
	Iteration 94Q: 3 clusters Score -1874522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1874521.000000 Penalty: 3113.827393
	Iteration 95Q: 3 clusters Score -1874521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1874521.000000 Penalty: 3113.827393
	Iteration 96F: 3 clusters Score -1874521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Entering Unmasked Estep 
Score: -5768120.000000 Penalty: 1742.702637
	Iteration 0F: 2 clusters Score -5768120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -5737559.000000 Penalty: 3485.405273
	Iteration 0F: 3 clusters Score -5737559 nChanged 21379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5750058.000000 Penalty: 3485.405273
	Iteration 1F: 3 clusters Score -5750058 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -5750967.000000 Penalty: 3485.405273
	Iteration 2F: 3 clusters Score -5750967 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5752078.000000 Penalty: 3485.405273
	Iteration 3F: 3 clusters Score -5752078 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -5753587.500000 Penalty: 3485.405273
	Iteration 4F: 3 clusters Score -5753588 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -5755545.500000 Penalty: 3485.405273
	Iteration 5F: 3 clusters Score -5755546 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -5757781.500000 Penalty: 3485.405273
	Iteration 6F: 3 clusters Score -5757782 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -5759999.500000 Penalty: 3485.405273
	Iteration 7F: 3 clusters Score -5760000 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -5761964.500000 Penalty: 3485.405273
	Iteration 8F: 3 clusters Score -5761964 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -5763544.500000 Penalty: 3485.405273
	Iteration 9Q: 3 clusters Score -5763544 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -5764690.000000 Penalty: 3485.405273
	Iteration 10Q: 3 clusters Score -5764690 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5765368.500000 Penalty: 3485.405273
	Iteration 11Q: 3 clusters Score -5765368 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5765771.000000 Penalty: 3485.405273
	Iteration 12Q: 3 clusters Score -5765771 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5766065.500000 Penalty: 3485.405273
	Iteration 13Q: 3 clusters Score -5766066 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5766198.000000 Penalty: 3485.405273
	Iteration 14Q: 3 clusters Score -5766198 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5766315.000000 Penalty: 3485.405273
	Iteration 15Q: 3 clusters Score -5766315 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5766396.000000 Penalty: 3485.405273
	Iteration 16Q: 3 clusters Score -5766396 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5766491.500000 Penalty: 3485.405273
	Iteration 17Q: 3 clusters Score -5766492 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5766585.500000 Penalty: 3485.405273
	Iteration 18Q: 3 clusters Score -5766586 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5766644.000000 Penalty: 3485.405273
	Iteration 19Q: 3 clusters Score -5766644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5766684.000000 Penalty: 3485.405273
	Iteration 20F: 3 clusters Score -5766684 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5766737.000000 Penalty: 3485.405273
	Iteration 21Q: 3 clusters Score -5766737 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5766760.500000 Penalty: 3485.405273
	Iteration 22Q: 3 clusters Score -5766760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5766780.000000 Penalty: 3485.405273
	Iteration 23Q: 3 clusters Score -5766780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5766795.000000 Penalty: 3485.405273
	Iteration 24Q: 3 clusters Score -5766795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5766810.500000 Penalty: 3485.405273
	Iteration 25Q: 3 clusters Score -5766810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5766826.500000 Penalty: 3485.405273
	Iteration 26Q: 3 clusters Score -5766826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5766841.500000 Penalty: 3485.405273
	Iteration 27Q: 3 clusters Score -5766842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5766838.500000 Penalty: 3485.405273
	Iteration 28Q: 3 clusters Score -5766838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5766845.000000 Penalty: 3485.405273
	Iteration 29Q: 3 clusters Score -5766845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5766855.500000 Penalty: 3485.405273
	Iteration 30Q: 3 clusters Score -5766856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5766861.000000 Penalty: 3485.405273
	Iteration 31Q: 3 clusters Score -5766861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5766866.500000 Penalty: 3485.405273
	Iteration 32Q: 3 clusters Score -5766866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5766868.500000 Penalty: 3485.405273
	Iteration 33Q: 3 clusters Score -5766868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5766870.000000 Penalty: 3485.405273
	Iteration 34Q: 3 clusters Score -5766870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5766875.000000 Penalty: 3485.405273
	Iteration 35Q: 3 clusters Score -5766875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5766879.000000 Penalty: 3485.405273
	Iteration 36Q: 3 clusters Score -5766879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5766875.500000 Penalty: 3485.405273
	Iteration 37Q: 3 clusters Score -5766876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5766875.500000 Penalty: 3485.405273
	Iteration 38Q: 3 clusters Score -5766876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5766875.500000 Penalty: 3485.405273
	Iteration 39F: 3 clusters Score -5766876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Entering Unmasked Estep 
Score: -678948.312500 Penalty: 1391.165527
	Iteration 0F: 2 clusters Score -678948.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -674849.687500 Penalty: 2782.331055
	Iteration 0F: 3 clusters Score -674849.7 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -675906.000000 Penalty: 2782.331055
	Iteration 1F: 3 clusters Score -675906 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -676074.375000 Penalty: 2782.331055
	Iteration 2F: 3 clusters Score -676074.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -676213.937500 Penalty: 2782.331055
	Iteration 3F: 3 clusters Score -676213.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -676328.437500 Penalty: 2782.331055
	Iteration 4Q: 3 clusters Score -676328.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -676421.250000 Penalty: 2782.331055
	Iteration 5Q: 3 clusters Score -676421.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -676493.375000 Penalty: 2782.331055
	Iteration 6Q: 3 clusters Score -676493.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -676569.687500 Penalty: 2782.331055
	Iteration 7Q: 3 clusters Score -676569.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -676652.437500 Penalty: 2782.331055
	Iteration 8Q: 3 clusters Score -676652.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -676740.125000 Penalty: 2782.331055
	Iteration 9Q: 3 clusters Score -676740.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -676819.687500 Penalty: 2782.331055
	Iteration 10Q: 3 clusters Score -676819.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -676894.250000 Penalty: 2782.331055
	Iteration 11Q: 3 clusters Score -676894.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -676964.812500 Penalty: 2782.331055
	Iteration 12Q: 3 clusters Score -676964.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -677033.562500 Penalty: 2782.331055
	Iteration 13Q: 3 clusters Score -677033.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -677107.812500 Penalty: 2782.331055
	Iteration 14Q: 3 clusters Score -677107.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -677191.250000 Penalty: 2782.331055
	Iteration 15Q: 3 clusters Score -677191.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -677257.437500 Penalty: 2782.331055
	Iteration 16Q: 3 clusters Score -677257.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -677321.812500 Penalty: 2782.331055
	Iteration 17Q: 3 clusters Score -677321.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -677389.062500 Penalty: 2782.331055
	Iteration 18Q: 3 clusters Score -677389.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -677448.687500 Penalty: 2782.331055
	Iteration 19Q: 3 clusters Score -677448.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -677504.437500 Penalty: 2782.331055
	Iteration 20F: 3 clusters Score -677504.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -677538.312500 Penalty: 2782.331055
	Iteration 21Q: 3 clusters Score -677538.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -677565.312500 Penalty: 2782.331055
	Iteration 22Q: 3 clusters Score -677565.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -677585.125000 Penalty: 2782.331055
	Iteration 23Q: 3 clusters Score -677585.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -677597.375000 Penalty: 2782.331055
	Iteration 24Q: 3 clusters Score -677597.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -677607.375000 Penalty: 2782.331055
	Iteration 25Q: 3 clusters Score -677607.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -677620.812500 Penalty: 2782.331055
	Iteration 26Q: 3 clusters Score -677620.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -677629.937500 Penalty: 2782.331055
	Iteration 27Q: 3 clusters Score -677629.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -677635.812500 Penalty: 2782.331055
	Iteration 28Q: 3 clusters Score -677635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -677641.000000 Penalty: 2782.331055
	Iteration 29Q: 3 clusters Score -677641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -677642.750000 Penalty: 2782.331055
	Iteration 30Q: 3 clusters Score -677642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -677646.187500 Penalty: 2782.331055
	Iteration 31Q: 3 clusters Score -677646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -677650.750000 Penalty: 2782.331055
	Iteration 32Q: 3 clusters Score -677650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -677658.312500 Penalty: 2782.331055
	Iteration 33Q: 3 clusters Score -677658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -677661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -677662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -677663.125000 Penalty: 2782.331055
	Iteration 36Q: 3 clusters Score -677663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -677663.687500 Penalty: 2782.331055
	Iteration 37Q: 3 clusters Score -677663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -677664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -677664.500000 Penalty: 2782.331055
	Iteration 39F: 3 clusters Score -677664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105134 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 108709 members 
Mstep: Class 10 contains 13824 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114993 members 
Mstep: Class 13 contains 39402 members 
Mstep: Class 14 contains 109705 members 
Mstep: Class 17 contains 14487 members 
Mstep: Class 18 contains 45448 members 
Mstep: Class 19 contains 5224 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 17 clusters Score -7.281538e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105128 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 108698 members 
Mstep: Class 10 contains 13855 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114980 members 
Mstep: Class 13 contains 39452 members 
Mstep: Class 14 contains 109706 members 
Mstep: Class 17 contains 14430 members 
Mstep: Class 18 contains 45442 members 
Mstep: Class 19 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 17 clusters Score -7.281542e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105110 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 108703 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114967 members 
Mstep: Class 13 contains 39500 members 
Mstep: Class 14 contains 109707 members 
Mstep: Class 17 contains 14388 members 
Mstep: Class 18 contains 45426 members 
Mstep: Class 19 contains 5244 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 17 clusters Score -7.281533e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105096 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17024 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 108699 members 
Mstep: Class 10 contains 13905 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114959 members 
Mstep: Class 13 contains 39546 members 
Mstep: Class 14 contains 109708 members 
Mstep: Class 17 contains 14332 members 
Mstep: Class 18 contains 45423 members 
Mstep: Class 19 contains 5255 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 17 clusters Score -7.281542e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105069 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17029 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 108702 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114937 members 
Mstep: Class 13 contains 39602 members 
Mstep: Class 14 contains 109708 members 
Mstep: Class 17 contains 14283 members 
Mstep: Class 18 contains 45425 members 
Mstep: Class 19 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 17 clusters Score -7.281542e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105045 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17039 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 108694 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114923 members 
Mstep: Class 13 contains 39664 members 
Mstep: Class 14 contains 109710 members 
Mstep: Class 17 contains 14230 members 
Mstep: Class 18 contains 45421 members 
Mstep: Class 19 contains 5280 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 17 clusters Score -7.281545e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105060 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17039 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 108658 members 
Mstep: Class 10 contains 13963 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114924 members 
Mstep: Class 13 contains 39715 members 
Mstep: Class 14 contains 109715 members 
Mstep: Class 17 contains 14177 members 
Mstep: Class 18 contains 45408 members 
Mstep: Class 19 contains 5292 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 325Q: 17 clusters Score -7.281545e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105049 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17040 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 108629 members 
Mstep: Class 10 contains 13981 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114956 members 
Mstep: Class 13 contains 39756 members 
Mstep: Class 14 contains 109718 members 
Mstep: Class 17 contains 14124 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 326Q: 17 clusters Score -7.281542e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105024 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17042 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 108590 members 
Mstep: Class 10 contains 14003 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114998 members 
Mstep: Class 13 contains 39793 members 
Mstep: Class 14 contains 109723 members 
Mstep: Class 17 contains 14076 members 
Mstep: Class 18 contains 45396 members 
Mstep: Class 19 contains 5307 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 17 clusters Score -7.28154e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 105007 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17046 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 108540 members 
Mstep: Class 10 contains 14028 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115062 members 
Mstep: Class 13 contains 39828 members 
Mstep: Class 14 contains 109726 members 
Mstep: Class 17 contains 14024 members 
Mstep: Class 18 contains 45377 members 
Mstep: Class 19 contains 5314 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 328Q: 17 clusters Score -7.281531e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104983 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17052 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 108491 members 
Mstep: Class 10 contains 14053 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115120 members 
Mstep: Class 13 contains 39875 members 
Mstep: Class 14 contains 109731 members 
Mstep: Class 17 contains 13972 members 
Mstep: Class 18 contains 45357 members 
Mstep: Class 19 contains 5319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 329Q: 17 clusters Score -7.281522e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104966 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17059 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 108458 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115161 members 
Mstep: Class 13 contains 39914 members 
Mstep: Class 14 contains 109735 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 45342 members 
Mstep: Class 19 contains 5326 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 330Q: 17 clusters Score -7.281515e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104945 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17055 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108443 members 
Mstep: Class 10 contains 14100 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115191 members 
Mstep: Class 13 contains 39960 members 
Mstep: Class 14 contains 109742 members 
Mstep: Class 17 contains 13857 members 
Mstep: Class 18 contains 45332 members 
Mstep: Class 19 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 331Q: 17 clusters Score -7.281505e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104904 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17055 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108459 members 
Mstep: Class 10 contains 14118 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115216 members 
Mstep: Class 13 contains 39998 members 
Mstep: Class 14 contains 109753 members 
Mstep: Class 17 contains 13802 members 
Mstep: Class 18 contains 45316 members 
Mstep: Class 19 contains 5337 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 17 clusters Score -7.281507e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104853 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17052 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108461 members 
Mstep: Class 10 contains 14143 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115234 members 
Mstep: Class 13 contains 40044 members 
Mstep: Class 14 contains 109765 members 
Mstep: Class 17 contains 13741 members 
Mstep: Class 18 contains 45324 members 
Mstep: Class 19 contains 5342 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 333Q: 17 clusters Score -7.281504e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104807 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17053 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108450 members 
Mstep: Class 10 contains 14169 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115258 members 
Mstep: Class 13 contains 40081 members 
Mstep: Class 14 contains 109779 members 
Mstep: Class 17 contains 13685 members 
Mstep: Class 18 contains 45333 members 
Mstep: Class 19 contains 5344 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 334Q: 17 clusters Score -7.281506e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104783 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17049 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108454 members 
Mstep: Class 10 contains 14191 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115259 members 
Mstep: Class 13 contains 40122 members 
Mstep: Class 14 contains 109789 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 45336 members 
Mstep: Class 19 contains 5347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 335Q: 17 clusters Score -7.281518e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104766 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17048 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108451 members 
Mstep: Class 10 contains 14214 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115250 members 
Mstep: Class 13 contains 40167 members 
Mstep: Class 14 contains 109797 members 
Mstep: Class 17 contains 13570 members 
Mstep: Class 18 contains 45342 members 
Mstep: Class 19 contains 5350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 336Q: 17 clusters Score -7.281511e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104783 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17040 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108446 members 
Mstep: Class 10 contains 14239 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115223 members 
Mstep: Class 13 contains 40217 members 
Mstep: Class 14 contains 109796 members 
Mstep: Class 17 contains 13503 members 
Mstep: Class 18 contains 45351 members 
Mstep: Class 19 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 337Q: 17 clusters Score -7.281514e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104764 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17038 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108458 members 
Mstep: Class 10 contains 14256 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115193 members 
Mstep: Class 13 contains 40272 members 
Mstep: Class 14 contains 109800 members 
Mstep: Class 17 contains 13440 members 
Mstep: Class 18 contains 45363 members 
Mstep: Class 19 contains 5370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 338Q: 17 clusters Score -7.281503e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104735 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17040 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108478 members 
Mstep: Class 10 contains 14275 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115153 members 
Mstep: Class 13 contains 40322 members 
Mstep: Class 14 contains 109806 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 45380 members 
Mstep: Class 19 contains 5383 members 
Entering Unmasked Estep 
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Iteration 339Q: 17 clusters Score -7.281501e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104738 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17038 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108480 members 
Mstep: Class 10 contains 14286 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115109 members 
Mstep: Class 13 contains 40367 members 
Mstep: Class 14 contains 109809 members 
Mstep: Class 17 contains 13324 members 
Mstep: Class 18 contains 45401 members 
Mstep: Class 19 contains 5402 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 340F: 17 clusters Score -7.281506e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104743 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17040 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108481 members 
Mstep: Class 10 contains 14299 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115072 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 109813 members 
Mstep: Class 17 contains 13263 members 
Mstep: Class 18 contains 45415 members 
Mstep: Class 19 contains 5416 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 341Q: 17 clusters Score -7.281514e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104754 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17037 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 14315 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 115034 members 
Mstep: Class 13 contains 40464 members 
Mstep: Class 14 contains 109812 members 
Mstep: Class 17 contains 13211 members 
Mstep: Class 18 contains 45422 members 
Mstep: Class 19 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 342Q: 17 clusters Score -7.281523e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104763 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17036 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108478 members 
Mstep: Class 10 contains 14332 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114998 members 
Mstep: Class 13 contains 40513 members 
Mstep: Class 14 contains 109812 members 
Mstep: Class 17 contains 13146 members 
Mstep: Class 18 contains 45427 members 
Mstep: Class 19 contains 5449 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 343Q: 17 clusters Score -7.281528e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104768 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17038 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108480 members 
Mstep: Class 10 contains 14340 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114972 members 
Mstep: Class 13 contains 40560 members 
Mstep: Class 14 contains 109820 members 
Mstep: Class 17 contains 13085 members 
Mstep: Class 18 contains 45431 members 
Mstep: Class 19 contains 5460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815304.000000 Penalty: 34500.488281
Iteration 344Q: 17 clusters Score -7.28153e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104759 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17046 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108481 members 
Mstep: Class 10 contains 14356 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114939 members 
Mstep: Class 13 contains 40604 members 
Mstep: Class 14 contains 109837 members 
Mstep: Class 17 contains 13031 members 
Mstep: Class 18 contains 45438 members 
Mstep: Class 19 contains 5465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815208.000000 Penalty: 34500.488281
Iteration 345Q: 17 clusters Score -7.281521e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104773 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17046 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108468 members 
Mstep: Class 10 contains 14379 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114915 members 
Mstep: Class 13 contains 40642 members 
Mstep: Class 14 contains 109847 members 
Mstep: Class 17 contains 12963 members 
Mstep: Class 18 contains 45450 members 
Mstep: Class 19 contains 5472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815360.000000 Penalty: 34500.488281
Iteration 346Q: 17 clusters Score -7.281536e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104762 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17044 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108462 members 
Mstep: Class 10 contains 14398 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114899 members 
Mstep: Class 13 contains 40678 members 
Mstep: Class 14 contains 109853 members 
Mstep: Class 17 contains 12911 members 
Mstep: Class 18 contains 45470 members 
Mstep: Class 19 contains 5478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815312.000000 Penalty: 34500.488281
Iteration 347Q: 17 clusters Score -7.281531e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104742 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17045 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108453 members 
Mstep: Class 10 contains 14413 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114895 members 
Mstep: Class 13 contains 40709 members 
Mstep: Class 14 contains 109854 members 
Mstep: Class 17 contains 12865 members 
Mstep: Class 18 contains 45495 members 
Mstep: Class 19 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815472.000000 Penalty: 34500.488281
Iteration 348Q: 17 clusters Score -7.281547e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104724 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108454 members 
Mstep: Class 10 contains 14428 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114898 members 
Mstep: Class 13 contains 40731 members 
Mstep: Class 14 contains 109858 members 
Mstep: Class 17 contains 12805 members 
Mstep: Class 18 contains 45516 members 
Mstep: Class 19 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815488.000000 Penalty: 34500.488281
Iteration 349Q: 17 clusters Score -7.281549e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104724 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17051 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108459 members 
Mstep: Class 10 contains 14448 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114888 members 
Mstep: Class 13 contains 40745 members 
Mstep: Class 14 contains 109858 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 45526 members 
Mstep: Class 19 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815424.000000 Penalty: 34500.488281
Iteration 350Q: 17 clusters Score -7.281542e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104720 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17058 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108462 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114879 members 
Mstep: Class 13 contains 40760 members 
Mstep: Class 14 contains 109863 members 
Mstep: Class 17 contains 12674 members 
Mstep: Class 18 contains 45536 members 
Mstep: Class 19 contains 5521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815456.000000 Penalty: 34500.488281
Iteration 351Q: 17 clusters Score -7.281546e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104717 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17058 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108466 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114870 members 
Mstep: Class 13 contains 40777 members 
Mstep: Class 14 contains 109867 members 
Mstep: Class 17 contains 12613 members 
Mstep: Class 18 contains 45544 members 
Mstep: Class 19 contains 5531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815408.000000 Penalty: 34500.488281
Iteration 352Q: 17 clusters Score -7.281541e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104698 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17058 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108470 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114871 members 
Mstep: Class 13 contains 40802 members 
Mstep: Class 14 contains 109872 members 
Mstep: Class 17 contains 12550 members 
Mstep: Class 18 contains 45564 members 
Mstep: Class 19 contains 5539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815472.000000 Penalty: 34500.488281
Iteration 353Q: 17 clusters Score -7.281547e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104668 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17056 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 108464 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114880 members 
Mstep: Class 13 contains 40826 members 
Mstep: Class 14 contains 109868 members 
Mstep: Class 17 contains 12496 members 
Mstep: Class 18 contains 45589 members 
Mstep: Class 19 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815360.000000 Penalty: 34500.488281
Iteration 354Q: 17 clusters Score -7.281536e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104661 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17062 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108451 members 
Mstep: Class 10 contains 14585 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114880 members 
Mstep: Class 13 contains 40837 members 
Mstep: Class 14 contains 109861 members 
Mstep: Class 17 contains 12440 members 
Mstep: Class 18 contains 45611 members 
Mstep: Class 19 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815464.000000 Penalty: 34500.488281
Iteration 355Q: 17 clusters Score -7.281546e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104647 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108426 members 
Mstep: Class 10 contains 14620 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114880 members 
Mstep: Class 13 contains 40854 members 
Mstep: Class 14 contains 109856 members 
Mstep: Class 17 contains 12391 members 
Mstep: Class 18 contains 45632 members 
Mstep: Class 19 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815440.000000 Penalty: 34500.488281
Iteration 356Q: 17 clusters Score -7.281544e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104631 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17066 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 108403 members 
Mstep: Class 10 contains 14647 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114875 members 
Mstep: Class 13 contains 40884 members 
Mstep: Class 14 contains 109856 members 
Mstep: Class 17 contains 12334 members 
Mstep: Class 18 contains 45651 members 
Mstep: Class 19 contains 5605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815456.000000 Penalty: 34500.488281
Iteration 357Q: 17 clusters Score -7.281546e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104596 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17069 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108388 members 
Mstep: Class 10 contains 14673 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114881 members 
Mstep: Class 13 contains 40908 members 
Mstep: Class 14 contains 109857 members 
Mstep: Class 17 contains 12281 members 
Mstep: Class 18 contains 45681 members 
Mstep: Class 19 contains 5619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815464.000000 Penalty: 34500.488281
Iteration 358Q: 17 clusters Score -7.281546e+07 nChanged 251
Entering ConstructFrom: 
Score: -72815464.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -75900.523438 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -75900.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74724.101562 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -74724.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75204.187500 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -75204.19 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75445.273438 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -75445.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75618.828125 Penalty: 2154.113525
	Iteration 3F: 3 clusters Score -75618.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75765.609375 Penalty: 2154.113525
	Iteration 4F: 3 clusters Score -75765.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75834.132812 Penalty: 2154.113525
	Iteration 5Q: 3 clusters Score -75834.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75888.460938 Penalty: 2154.113525
	Iteration 6Q: 3 clusters Score -75888.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75911.093750 Penalty: 2154.113525
	Iteration 7Q: 3 clusters Score -75911.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75927.445312 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -75927.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75933.843750 Penalty: 2154.113525
	Iteration 9Q: 3 clusters Score -75933.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75953.843750 Penalty: 2154.113525
	Iteration 10Q: 3 clusters Score -75953.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75988.859375 Penalty: 2154.113525
	Iteration 11Q: 3 clusters Score -75988.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76001.773438 Penalty: 2154.113525
	Iteration 12Q: 3 clusters Score -76001.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76006.835938 Penalty: 2154.113525
	Iteration 13Q: 3 clusters Score -76006.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76021.093750 Penalty: 2154.113525
	Iteration 14Q: 3 clusters Score -76021.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76024.000000 Penalty: 2154.113525
	Iteration 15Q: 3 clusters Score -76024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76035.476562 Penalty: 2154.113525
	Iteration 16Q: 3 clusters Score -76035.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76046.031250 Penalty: 2154.113525
	Iteration 17Q: 3 clusters Score -76046.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76054.265625 Penalty: 2154.113525
	Iteration 18Q: 3 clusters Score -76054.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76057.273438 Penalty: 2154.113525
	Iteration 19Q: 3 clusters Score -76057.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76058.820312 Penalty: 2154.113525
	Iteration 20F: 3 clusters Score -76058.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76068.648438 Penalty: 2154.113525
	Iteration 21Q: 3 clusters Score -76068.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76076.546875 Penalty: 2154.113525
	Iteration 22Q: 3 clusters Score -76076.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76085.015625 Penalty: 2154.113525
	Iteration 23Q: 3 clusters Score -76085.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76085.015625 Penalty: 2154.113525
	Iteration 24F: 3 clusters Score -76085.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104584 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17067 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108372 members 
Mstep: Class 10 contains 14698 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114887 members 
Mstep: Class 13 contains 40929 members 
Mstep: Class 14 contains 109852 members 
Mstep: Class 17 contains 12231 members 
Mstep: Class 18 contains 45706 members 
Mstep: Class 19 contains 5627 members 
Entering Unmasked Estep 
Score: -72814608.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72815464.000000 to -72814608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -63013.796875 Penalty: 1040.311523
	Iteration 0F: 2 clusters Score -63013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62043.777344 Penalty: 2080.623047
	Iteration 0F: 3 clusters Score -62043.78 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62505.406250 Penalty: 2080.623047
	Iteration 1F: 3 clusters Score -62505.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62690.859375 Penalty: 2080.623047
	Iteration 2F: 3 clusters Score -62690.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62772.855469 Penalty: 2080.623047
	Iteration 3Q: 3 clusters Score -62772.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62814.812500 Penalty: 2080.623047
	Iteration 4Q: 3 clusters Score -62814.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62825.648438 Penalty: 2080.623047
	Iteration 5Q: 3 clusters Score -62825.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62843.906250 Penalty: 2080.623047
	Iteration 6Q: 3 clusters Score -62843.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62858.332031 Penalty: 2080.623047
	Iteration 7Q: 3 clusters Score -62858.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62864.390625 Penalty: 2080.623047
	Iteration 8Q: 3 clusters Score -62864.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62866.140625 Penalty: 2080.623047
	Iteration 9Q: 3 clusters Score -62866.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62866.140625 Penalty: 2080.623047
	Iteration 10F: 3 clusters Score -62866.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36653.449219 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36653.45 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37140.769531 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37140.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37585.558594 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37585.56 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37959.238281 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37959.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38160.820312 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -38160.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38216.460938 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -38216.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38250.390625 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38250.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38278.925781 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38278.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38283.203125 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38288.804688 Penalty: 2024.906494
	Iteration 9F: 3 clusters Score -38288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38297.421875 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38297.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38302.222656 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38302.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38303.164062 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -38303.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38303.164062 Penalty: 2024.906494
	Iteration 13F: 3 clusters Score -38303.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 235 members 
Mstep: Class 4 contains 104584 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17067 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108372 members 
Mstep: Class 10 contains 14698 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114887 members 
Mstep: Class 13 contains 40929 members 
Mstep: Class 14 contains 109852 members 
Mstep: Class 17 contains 12231 members 
Mstep: Class 18 contains 45706 members 
Mstep: Class 19 contains 5627 members 
Entering Unmasked Estep 
Score: -72815040.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72815464.000000 to -72815040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (104584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Entering Unmasked Estep 
Score: -13312031.000000 Penalty: 1878.133667
	Iteration 0F: 2 clusters Score -1.331203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -13243285.000000 Penalty: 3756.267334
	Iteration 0F: 3 clusters Score -1.324328e+07 nChanged 50109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -13272741.000000 Penalty: 3756.267334
	Iteration 1F: 3 clusters Score -1.327274e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -13273756.000000 Penalty: 3756.267334
	Iteration 2Q: 3 clusters Score -1.327376e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -13275010.000000 Penalty: 3756.267334
	Iteration 3Q: 3 clusters Score -1.327501e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -13276757.000000 Penalty: 3756.267334
	Iteration 4Q: 3 clusters Score -1.327676e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -13279318.000000 Penalty: 3756.267334
	Iteration 5Q: 3 clusters Score -1.327932e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -13282704.000000 Penalty: 3756.267334
	Iteration 6F: 3 clusters Score -1.32827e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -13287121.000000 Penalty: 3756.267334
	Iteration 7F: 3 clusters Score -1.328712e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -13292098.000000 Penalty: 3756.267334
	Iteration 8F: 3 clusters Score -1.32921e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -13296418.000000 Penalty: 3756.267334
	Iteration 9F: 3 clusters Score -1.329642e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 84937 members 
Entering Unmasked Estep 
Score: -13299403.000000 Penalty: 3756.267334
	Iteration 10Q: 3 clusters Score -1.32994e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -13301548.000000 Penalty: 3756.267334
	Iteration 11Q: 3 clusters Score -1.330155e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 90443 members 
Entering Unmasked Estep 
Score: -13303124.000000 Penalty: 3756.267334
	Iteration 12Q: 3 clusters Score -1.330312e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -13304523.000000 Penalty: 3756.267334
	Iteration 13Q: 3 clusters Score -1.330452e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -13305789.000000 Penalty: 3756.267334
	Iteration 14Q: 3 clusters Score -1.330579e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 97089 members 
Entering Unmasked Estep 
Score: -13306892.000000 Penalty: 3756.267334
	Iteration 15Q: 3 clusters Score -1.330689e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -13307816.000000 Penalty: 3756.267334
	Iteration 16Q: 3 clusters Score -1.330782e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -13308403.000000 Penalty: 3756.267334
	Iteration 17Q: 3 clusters Score -1.33084e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -13308900.000000 Penalty: 3756.267334
	Iteration 18Q: 3 clusters Score -1.33089e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -13309256.000000 Penalty: 3756.267334
	Iteration 19Q: 3 clusters Score -1.330926e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -13309554.000000 Penalty: 3756.267334
	Iteration 20F: 3 clusters Score -1.330955e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 102513 members 
Entering Unmasked Estep 
Score: -13309744.000000 Penalty: 3756.267334
	Iteration 21Q: 3 clusters Score -1.330974e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -13309950.000000 Penalty: 3756.267334
	Iteration 22Q: 3 clusters Score -1.330995e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 103070 members 
Entering Unmasked Estep 
Score: -13310045.000000 Penalty: 3756.267334
	Iteration 23Q: 3 clusters Score -1.331004e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -13310151.000000 Penalty: 3756.267334
	Iteration 24Q: 3 clusters Score -1.331015e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 103373 members 
Entering Unmasked Estep 
Score: -13310273.000000 Penalty: 3756.267334
	Iteration 25Q: 3 clusters Score -1.331027e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 103450 members 
Entering Unmasked Estep 
Score: -13310316.000000 Penalty: 3756.267334
	Iteration 26Q: 3 clusters Score -1.331032e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -13310401.000000 Penalty: 3756.267334
	Iteration 27Q: 3 clusters Score -1.33104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -13310442.000000 Penalty: 3756.267334
	Iteration 28Q: 3 clusters Score -1.331044e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
Score: -13310477.000000 Penalty: 3756.267334
	Iteration 29Q: 3 clusters Score -1.331048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -13310480.000000 Penalty: 3756.267334
	Iteration 30Q: 3 clusters Score -1.331048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 103671 members 
Entering Unmasked Estep 
Score: -13310494.000000 Penalty: 3756.267334
	Iteration 31Q: 3 clusters Score -1.331049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 103686 members 
Entering Unmasked Estep 
Score: -13310494.000000 Penalty: 3756.267334
	Iteration 32Q: 3 clusters Score -1.331049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 103704 members 
Entering Unmasked Estep 
Score: -13310510.000000 Penalty: 3756.267334
	Iteration 33Q: 3 clusters Score -1.331051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 103713 members 
Entering Unmasked Estep 
Score: -13310500.000000 Penalty: 3756.267334
	Iteration 34Q: 3 clusters Score -1.33105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
Score: -13310511.000000 Penalty: 3756.267334
	Iteration 35Q: 3 clusters Score -1.331051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -13310520.000000 Penalty: 3756.267334
	Iteration 36Q: 3 clusters Score -1.331052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 103745 members 
Entering Unmasked Estep 
Score: -13310523.000000 Penalty: 3756.267334
	Iteration 37Q: 3 clusters Score -1.331052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 103751 members 
Entering Unmasked Estep 
Score: -13310524.000000 Penalty: 3756.267334
	Iteration 38Q: 3 clusters Score -1.331052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 103753 members 
Entering Unmasked Estep 
Score: -13310529.000000 Penalty: 3756.267334
	Iteration 39Q: 3 clusters Score -1.331053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -13310524.000000 Penalty: 3756.267334
	Iteration 40F: 3 clusters Score -1.331052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -13310534.000000 Penalty: 3756.267334
	Iteration 41Q: 3 clusters Score -1.331053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -13310543.000000 Penalty: 3756.267334
	Iteration 42Q: 3 clusters Score -1.331054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -13310550.000000 Penalty: 3756.267334
	Iteration 43Q: 3 clusters Score -1.331055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 103761 members 
Entering Unmasked Estep 
Score: -13310561.000000 Penalty: 3756.267334
	Iteration 44Q: 3 clusters Score -1.331056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -13310566.000000 Penalty: 3756.267334
	Iteration 45Q: 3 clusters Score -1.331057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103776 members 
Entering Unmasked Estep 
Score: -13310566.000000 Penalty: 3756.267334
	Iteration 46Q: 3 clusters Score -1.331057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 103779 members 
Entering Unmasked Estep 
Score: -13310569.000000 Penalty: 3756.267334
	Iteration 47Q: 3 clusters Score -1.331057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -13310568.000000 Penalty: 3756.267334
	Iteration 48Q: 3 clusters Score -1.331057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 103784 members 
Entering Unmasked Estep 
Score: -13310578.000000 Penalty: 3756.267334
	Iteration 49Q: 3 clusters Score -1.331058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -13310583.000000 Penalty: 3756.267334
	Iteration 50Q: 3 clusters Score -1.331058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -13310560.000000 Penalty: 3756.267334
	Iteration 51Q: 3 clusters Score -1.331056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -13310569.000000 Penalty: 3756.267334
	Iteration 52Q: 3 clusters Score -1.331057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -13310567.000000 Penalty: 3756.267334
	Iteration 53Q: 3 clusters Score -1.331057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 103791 members 
Entering Unmasked Estep 
Score: -13310567.000000 Penalty: 3756.267334
	Iteration 54Q: 3 clusters Score -1.331057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 103791 members 
Entering Unmasked Estep 
Score: -13310565.000000 Penalty: 3756.267334
	Iteration 55Q: 3 clusters Score -1.331056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -13310573.000000 Penalty: 3756.267334
	Iteration 56Q: 3 clusters Score -1.331057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -13310571.000000 Penalty: 3756.267334
	Iteration 57Q: 3 clusters Score -1.331057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -13310568.000000 Penalty: 3756.267334
	Iteration 58Q: 3 clusters Score -1.331057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 103801 members 
Entering Unmasked Estep 
Score: -13310567.000000 Penalty: 3756.267334
	Iteration 59Q: 3 clusters Score -1.331057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 103805 members 
Entering Unmasked Estep 
Score: -13310577.000000 Penalty: 3756.267334
	Iteration 60F: 3 clusters Score -1.331058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -13310577.000000 Penalty: 3756.267334
	Iteration 61Q: 3 clusters Score -1.331058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 103805 members 
Entering Unmasked Estep 
Score: -13310578.000000 Penalty: 3756.267334
	Iteration 62Q: 3 clusters Score -1.331058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 103806 members 
Entering Unmasked Estep 
Score: -13310584.000000 Penalty: 3756.267334
	Iteration 63Q: 3 clusters Score -1.331058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
Score: -13310585.000000 Penalty: 3756.267334
	Iteration 64Q: 3 clusters Score -1.331058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 103808 members 
Entering Unmasked Estep 
Score: -13310584.000000 Penalty: 3756.267334
	Iteration 65Q: 3 clusters Score -1.331058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
Score: -13310584.000000 Penalty: 3756.267334
	Iteration 66Q: 3 clusters Score -1.331058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
Score: -13310584.000000 Penalty: 3756.267334
	Iteration 67F: 3 clusters Score -1.331058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12192.069336 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12192.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12669.729492 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12669.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12949.638672 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -12949.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13011.472656 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -13011.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13033.189453 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -13033.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13054.064453 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -13054.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13057.277344 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -13057.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13061.190430 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -13061.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13061.190430 Penalty: 1877.736938
	Iteration 8F: 3 clusters Score -13061.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104584 members 
Mstep: Class 5 contains 121 members 
Mstep: Class 6 contains 17067 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108372 members 
Mstep: Class 10 contains 14698 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114887 members 
Mstep: Class 13 contains 40929 members 
Mstep: Class 14 contains 109852 members 
Mstep: Class 17 contains 12231 members 
Mstep: Class 18 contains 45706 members 
Mstep: Class 19 contains 5627 members 
Entering Unmasked Estep 
Score: -72814488.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72815464.000000 to -72814488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Entering Unmasked Estep 
Score: -2138110.250000 Penalty: 1583.546509
	Iteration 0F: 2 clusters Score -2138110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2126371.000000 Penalty: 3167.093018
	Iteration 0F: 3 clusters Score -2126371 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2130457.500000 Penalty: 3167.093018
	Iteration 1F: 3 clusters Score -2130458 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2130819.750000 Penalty: 3167.093018
	Iteration 2F: 3 clusters Score -2130820 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2131247.000000 Penalty: 3167.093018
	Iteration 3F: 3 clusters Score -2131247 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2131785.000000 Penalty: 3167.093018
	Iteration 4F: 3 clusters Score -2131785 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2132480.000000 Penalty: 3167.093018
	Iteration 5F: 3 clusters Score -2132480 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2133248.000000 Penalty: 3167.093018
	Iteration 6F: 3 clusters Score -2133248 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2134064.250000 Penalty: 3167.093018
	Iteration 7F: 3 clusters Score -2134064 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2134928.250000 Penalty: 3167.093018
	Iteration 8F: 3 clusters Score -2134928 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2135672.750000 Penalty: 3167.093018
	Iteration 9Q: 3 clusters Score -2135673 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2136187.000000 Penalty: 3167.093018
	Iteration 10Q: 3 clusters Score -2136187 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2136467.750000 Penalty: 3167.093018
	Iteration 11Q: 3 clusters Score -2136468 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2136607.250000 Penalty: 3167.093018
	Iteration 12Q: 3 clusters Score -2136607 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2136700.500000 Penalty: 3167.093018
	Iteration 13Q: 3 clusters Score -2136700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2136750.250000 Penalty: 3167.093018
	Iteration 14Q: 3 clusters Score -2136750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2136778.250000 Penalty: 3167.093018
	Iteration 15Q: 3 clusters Score -2136778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2136799.000000 Penalty: 3167.093018
	Iteration 16Q: 3 clusters Score -2136799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2136805.500000 Penalty: 3167.093018
	Iteration 17Q: 3 clusters Score -2136806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2136806.000000 Penalty: 3167.093018
	Iteration 18Q: 3 clusters Score -2136806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2136810.500000 Penalty: 3167.093018
	Iteration 19Q: 3 clusters Score -2136810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2136810.750000 Penalty: 3167.093018
	Iteration 20F: 3 clusters Score -2136811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2136809.500000 Penalty: 3167.093018
	Iteration 21Q: 3 clusters Score -2136810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2136811.250000 Penalty: 3167.093018
	Iteration 22Q: 3 clusters Score -2136811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2136812.250000 Penalty: 3167.093018
	Iteration 23Q: 3 clusters Score -2136812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2136813.250000 Penalty: 3167.093018
	Iteration 24Q: 3 clusters Score -2136813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2136814.000000 Penalty: 3167.093018
	Iteration 25Q: 3 clusters Score -2136814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2136816.750000 Penalty: 3167.093018
	Iteration 26Q: 3 clusters Score -2136817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2136822.750000 Penalty: 3167.093018
	Iteration 27Q: 3 clusters Score -2136823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2136824.500000 Penalty: 3167.093018
	Iteration 28Q: 3 clusters Score -2136824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2136828.000000 Penalty: 3167.093018
	Iteration 29Q: 3 clusters Score -2136828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2136833.000000 Penalty: 3167.093018
	Iteration 30Q: 3 clusters Score -2136833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2136833.750000 Penalty: 3167.093018
	Iteration 31Q: 3 clusters Score -2136834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2136835.000000 Penalty: 3167.093018
	Iteration 32Q: 3 clusters Score -2136835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2136835.000000 Penalty: 3167.093018
	Iteration 33F: 3 clusters Score -2136835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -324942.375000 Penalty: 1281.854370
	Iteration 0F: 2 clusters Score -324942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -322451.406250 Penalty: 2563.708740
	Iteration 0F: 3 clusters Score -322451.4 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -323048.531250 Penalty: 2563.708740
	Iteration 1F: 3 clusters Score -323048.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -323224.187500 Penalty: 2563.708740
	Iteration 2F: 3 clusters Score -323224.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -323348.500000 Penalty: 2563.708740
	Iteration 3F: 3 clusters Score -323348.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -323454.625000 Penalty: 2563.708740
	Iteration 4F: 3 clusters Score -323454.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -323554.656250 Penalty: 2563.708740
	Iteration 5Q: 3 clusters Score -323554.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -323670.500000 Penalty: 2563.708740
	Iteration 6F: 3 clusters Score -323670.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -323784.000000 Penalty: 2563.708740
	Iteration 7Q: 3 clusters Score -323784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -323896.250000 Penalty: 2563.708740
	Iteration 8Q: 3 clusters Score -323896.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -324011.531250 Penalty: 2563.708740
	Iteration 9Q: 3 clusters Score -324011.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -324109.937500 Penalty: 2563.708740
	Iteration 10Q: 3 clusters Score -324109.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -324186.156250 Penalty: 2563.708740
	Iteration 11Q: 3 clusters Score -324186.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -324235.093750 Penalty: 2563.708740
	Iteration 12Q: 3 clusters Score -324235.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -324267.406250 Penalty: 2563.708740
	Iteration 13Q: 3 clusters Score -324267.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -324289.375000 Penalty: 2563.708740
	Iteration 14Q: 3 clusters Score -324289.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -324303.937500 Penalty: 2563.708740
	Iteration 15Q: 3 clusters Score -324303.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -324307.843750 Penalty: 2563.708740
	Iteration 16Q: 3 clusters Score -324307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -324308.593750 Penalty: 2563.708740
	Iteration 17Q: 3 clusters Score -324308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -324310.562500 Penalty: 2563.708740
	Iteration 18Q: 3 clusters Score -324310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -324312.125000 Penalty: 2563.708740
	Iteration 19Q: 3 clusters Score -324312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -324312.281250 Penalty: 2563.708740
	Iteration 20F: 3 clusters Score -324312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Entering Unmasked Estep 
Score: -13819709.000000 Penalty: 1883.915283
	Iteration 0F: 2 clusters Score -1.381971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -13751081.000000 Penalty: 3767.830566
	Iteration 0F: 3 clusters Score -1.375108e+07 nChanged 51886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -13781681.000000 Penalty: 3767.830566
	Iteration 1F: 3 clusters Score -1.378168e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -13783325.000000 Penalty: 3767.830566
	Iteration 2Q: 3 clusters Score -1.378332e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -13786151.000000 Penalty: 3767.830566
	Iteration 3F: 3 clusters Score -1.378615e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -13790758.000000 Penalty: 3767.830566
	Iteration 4F: 3 clusters Score -1.379076e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -13796691.000000 Penalty: 3767.830566
	Iteration 5F: 3 clusters Score -1.379669e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -13802928.000000 Penalty: 3767.830566
	Iteration 6F: 3 clusters Score -1.380293e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -13808214.000000 Penalty: 3767.830566
	Iteration 7F: 3 clusters Score -1.380821e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -13812092.000000 Penalty: 3767.830566
	Iteration 8Q: 3 clusters Score -1.381209e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -13814343.000000 Penalty: 3767.830566
	Iteration 9Q: 3 clusters Score -1.381434e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101486 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -13815608.000000 Penalty: 3767.830566
	Iteration 10Q: 3 clusters Score -1.381561e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103258 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -13816553.000000 Penalty: 3767.830566
	Iteration 11Q: 3 clusters Score -1.381655e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -13817140.000000 Penalty: 3767.830566
	Iteration 12Q: 3 clusters Score -1.381714e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -13817465.000000 Penalty: 3767.830566
	Iteration 13Q: 3 clusters Score -1.381746e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -13817803.000000 Penalty: 3767.830566
	Iteration 14Q: 3 clusters Score -1.38178e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13817983.000000 Penalty: 3767.830566
	Iteration 15Q: 3 clusters Score -1.381798e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13818098.000000 Penalty: 3767.830566
	Iteration 16Q: 3 clusters Score -1.38181e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107339 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13818129.000000 Penalty: 3767.830566
	Iteration 17Q: 3 clusters Score -1.381813e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13818178.000000 Penalty: 3767.830566
	Iteration 18Q: 3 clusters Score -1.381818e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107587 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13818207.000000 Penalty: 3767.830566
	Iteration 19Q: 3 clusters Score -1.381821e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13818240.000000 Penalty: 3767.830566
	Iteration 20F: 3 clusters Score -1.381824e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107714 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13818247.000000 Penalty: 3767.830566
	Iteration 21Q: 3 clusters Score -1.381825e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13818262.000000 Penalty: 3767.830566
	Iteration 22Q: 3 clusters Score -1.381826e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107796 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13818264.000000 Penalty: 3767.830566
	Iteration 23Q: 3 clusters Score -1.381826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107815 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13818273.000000 Penalty: 3767.830566
	Iteration 24Q: 3 clusters Score -1.381827e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13818266.000000 Penalty: 3767.830566
	Iteration 25Q: 3 clusters Score -1.381827e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -13818292.000000 Penalty: 3767.830566
	Iteration 26Q: 3 clusters Score -1.381829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13818289.000000 Penalty: 3767.830566
	Iteration 27Q: 3 clusters Score -1.381829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -13818293.000000 Penalty: 3767.830566
	Iteration 28Q: 3 clusters Score -1.381829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13818293.000000 Penalty: 3767.830566
	Iteration 29Q: 3 clusters Score -1.381829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13818301.000000 Penalty: 3767.830566
	Iteration 30Q: 3 clusters Score -1.38183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13818301.000000 Penalty: 3767.830566
	Iteration 31Q: 3 clusters Score -1.38183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13818299.000000 Penalty: 3767.830566
	Iteration 32Q: 3 clusters Score -1.38183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13818296.000000 Penalty: 3767.830566
	Iteration 33Q: 3 clusters Score -1.38183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13818302.000000 Penalty: 3767.830566
	Iteration 34Q: 3 clusters Score -1.38183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13818310.000000 Penalty: 3767.830566
	Iteration 35Q: 3 clusters Score -1.381831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107927 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -13818320.000000 Penalty: 3767.830566
	Iteration 36Q: 3 clusters Score -1.381832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107935 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13818324.000000 Penalty: 3767.830566
	Iteration 37Q: 3 clusters Score -1.381832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -13818321.000000 Penalty: 3767.830566
	Iteration 38Q: 3 clusters Score -1.381832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13818318.000000 Penalty: 3767.830566
	Iteration 39Q: 3 clusters Score -1.381832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13818319.000000 Penalty: 3767.830566
	Iteration 40F: 3 clusters Score -1.381832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107954 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -13818322.000000 Penalty: 3767.830566
	Iteration 41Q: 3 clusters Score -1.381832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107954 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -13818318.000000 Penalty: 3767.830566
	Iteration 42Q: 3 clusters Score -1.381832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13818325.000000 Penalty: 3767.830566
	Iteration 43Q: 3 clusters Score -1.381832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13818322.000000 Penalty: 3767.830566
	Iteration 44Q: 3 clusters Score -1.381832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13818329.000000 Penalty: 3767.830566
	Iteration 45Q: 3 clusters Score -1.381833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13818329.000000 Penalty: 3767.830566
	Iteration 46F: 3 clusters Score -1.381833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Entering Unmasked Estep 
Score: -1887690.875000 Penalty: 1559.263306
	Iteration 0F: 2 clusters Score -1887691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1877473.250000 Penalty: 3118.526611
	Iteration 0F: 3 clusters Score -1877473 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1881049.625000 Penalty: 3118.526611
	Iteration 1F: 3 clusters Score -1881050 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1881471.875000 Penalty: 3118.526611
	Iteration 2F: 3 clusters Score -1881472 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1882011.375000 Penalty: 3118.526611
	Iteration 3F: 3 clusters Score -1882011 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1882737.250000 Penalty: 3118.526611
	Iteration 4F: 3 clusters Score -1882737 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1883678.375000 Penalty: 3118.526611
	Iteration 5F: 3 clusters Score -1883678 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1884673.375000 Penalty: 3118.526611
	Iteration 6F: 3 clusters Score -1884673 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1885350.125000 Penalty: 3118.526611
	Iteration 7F: 3 clusters Score -1885350 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1885704.375000 Penalty: 3118.526611
	Iteration 8Q: 3 clusters Score -1885704 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1885881.250000 Penalty: 3118.526611
	Iteration 9Q: 3 clusters Score -1885881 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1885977.500000 Penalty: 3118.526611
	Iteration 10Q: 3 clusters Score -1885978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1886041.250000 Penalty: 3118.526611
	Iteration 11Q: 3 clusters Score -1886041 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1886082.125000 Penalty: 3118.526611
	Iteration 12Q: 3 clusters Score -1886082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1886106.875000 Penalty: 3118.526611
	Iteration 13Q: 3 clusters Score -1886107 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1886127.375000 Penalty: 3118.526611
	Iteration 14Q: 3 clusters Score -1886127 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1886151.125000 Penalty: 3118.526611
	Iteration 15Q: 3 clusters Score -1886151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1886163.500000 Penalty: 3118.526611
	Iteration 16Q: 3 clusters Score -1886164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1886179.625000 Penalty: 3118.526611
	Iteration 17Q: 3 clusters Score -1886180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1886194.125000 Penalty: 3118.526611
	Iteration 18Q: 3 clusters Score -1886194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1886208.750000 Penalty: 3118.526611
	Iteration 19Q: 3 clusters Score -1886209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1886212.375000 Penalty: 3118.526611
	Iteration 20F: 3 clusters Score -1886212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1886221.250000 Penalty: 3118.526611
	Iteration 21Q: 3 clusters Score -1886221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1886229.000000 Penalty: 3118.526611
	Iteration 22Q: 3 clusters Score -1886229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1886241.375000 Penalty: 3118.526611
	Iteration 23Q: 3 clusters Score -1886241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1886244.500000 Penalty: 3118.526611
	Iteration 24Q: 3 clusters Score -1886244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1886245.500000 Penalty: 3118.526611
	Iteration 25Q: 3 clusters Score -1886246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1886253.375000 Penalty: 3118.526611
	Iteration 26Q: 3 clusters Score -1886253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1886267.375000 Penalty: 3118.526611
	Iteration 27Q: 3 clusters Score -1886267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1886269.000000 Penalty: 3118.526611
	Iteration 28Q: 3 clusters Score -1886269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1886271.375000 Penalty: 3118.526611
	Iteration 29Q: 3 clusters Score -1886271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1886275.750000 Penalty: 3118.526611
	Iteration 30Q: 3 clusters Score -1886276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1886281.000000 Penalty: 3118.526611
	Iteration 31Q: 3 clusters Score -1886281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1886284.500000 Penalty: 3118.526611
	Iteration 32Q: 3 clusters Score -1886284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1886295.250000 Penalty: 3118.526611
	Iteration 33Q: 3 clusters Score -1886295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1886294.250000 Penalty: 3118.526611
	Iteration 34Q: 3 clusters Score -1886294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1886301.625000 Penalty: 3118.526611
	Iteration 35Q: 3 clusters Score -1886302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1886304.375000 Penalty: 3118.526611
	Iteration 36Q: 3 clusters Score -1886304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1886316.375000 Penalty: 3118.526611
	Iteration 37Q: 3 clusters Score -1886316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1886325.125000 Penalty: 3118.526611
	Iteration 38Q: 3 clusters Score -1886325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1886330.500000 Penalty: 3118.526611
	Iteration 39Q: 3 clusters Score -1886330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1886333.500000 Penalty: 3118.526611
	Iteration 40F: 3 clusters Score -1886334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1886329.625000 Penalty: 3118.526611
	Iteration 41Q: 3 clusters Score -1886330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1886334.750000 Penalty: 3118.526611
	Iteration 42Q: 3 clusters Score -1886335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1886339.125000 Penalty: 3118.526611
	Iteration 43Q: 3 clusters Score -1886339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1886338.375000 Penalty: 3118.526611
	Iteration 44Q: 3 clusters Score -1886338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1886338.625000 Penalty: 3118.526611
	Iteration 45Q: 3 clusters Score -1886339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1886340.250000 Penalty: 3118.526611
	Iteration 46Q: 3 clusters Score -1886340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1886343.375000 Penalty: 3118.526611
	Iteration 47Q: 3 clusters Score -1886343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1886345.000000 Penalty: 3118.526611
	Iteration 48Q: 3 clusters Score -1886345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1886347.125000 Penalty: 3118.526611
	Iteration 49Q: 3 clusters Score -1886347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1886350.000000 Penalty: 3118.526611
	Iteration 50Q: 3 clusters Score -1886350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1886355.625000 Penalty: 3118.526611
	Iteration 51Q: 3 clusters Score -1886356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1886357.750000 Penalty: 3118.526611
	Iteration 52Q: 3 clusters Score -1886358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1886357.000000 Penalty: 3118.526611
	Iteration 53Q: 3 clusters Score -1886357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1886358.500000 Penalty: 3118.526611
	Iteration 54Q: 3 clusters Score -1886358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1886358.750000 Penalty: 3118.526611
	Iteration 55Q: 3 clusters Score -1886359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1886358.875000 Penalty: 3118.526611
	Iteration 56Q: 3 clusters Score -1886359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1886356.750000 Penalty: 3118.526611
	Iteration 57Q: 3 clusters Score -1886357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1886360.000000 Penalty: 3118.526611
	Iteration 58Q: 3 clusters Score -1886360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1886359.750000 Penalty: 3118.526611
	Iteration 59Q: 3 clusters Score -1886360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1886360.750000 Penalty: 3118.526611
	Iteration 60F: 3 clusters Score -1886361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51135.640625 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51135.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51224.121094 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51224.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51243.355469 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51243.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51258.796875 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51265.691406 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51265.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51268.207031 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -51268.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51271.355469 Penalty: 1878.741699
	Iteration 6Q: 3 clusters Score -51271.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51273.664062 Penalty: 1878.741699
	Iteration 7Q: 3 clusters Score -51273.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51273.664062 Penalty: 1878.741699
	Iteration 8F: 3 clusters Score -51273.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114887 members 
Entering Unmasked Estep 
Score: -14679252.000000 Penalty: 1893.401978
	Iteration 0F: 2 clusters Score -1.467925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -14609372.000000 Penalty: 3786.803955
	Iteration 0F: 3 clusters Score -1.460937e+07 nChanged 55203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -14642117.000000 Penalty: 3786.803955
	Iteration 1F: 3 clusters Score -1.464212e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -14643663.000000 Penalty: 3786.803955
	Iteration 2Q: 3 clusters Score -1.464366e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -14646320.000000 Penalty: 3786.803955
	Iteration 3Q: 3 clusters Score -1.464632e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -14650373.000000 Penalty: 3786.803955
	Iteration 4F: 3 clusters Score -1.465037e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -14655935.000000 Penalty: 3786.803955
	Iteration 5F: 3 clusters Score -1.465594e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -14662681.000000 Penalty: 3786.803955
	Iteration 6F: 3 clusters Score -1.466268e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -14669429.000000 Penalty: 3786.803955
	Iteration 7F: 3 clusters Score -1.466943e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103500 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -14674290.000000 Penalty: 3786.803955
	Iteration 8F: 3 clusters Score -1.467429e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -14677300.000000 Penalty: 3786.803955
	Iteration 9Q: 3 clusters Score -1.46773e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -14678444.000000 Penalty: 3786.803955
	Iteration 10Q: 3 clusters Score -1.467844e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113029 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -14678519.000000 Penalty: 3786.803955
	Iteration 11Q: 3 clusters Score -1.467852e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113671 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -14678466.000000 Penalty: 3786.803955
	Iteration 12Q: 3 clusters Score -1.467847e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113962 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14678424.000000 Penalty: 3786.803955
	Iteration 13Q: 3 clusters Score -1.467842e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14678409.000000 Penalty: 3786.803955
	Iteration 14Q: 3 clusters Score -1.467841e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114181 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14678396.000000 Penalty: 3786.803955
	Iteration 15Q: 3 clusters Score -1.46784e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114220 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14678407.000000 Penalty: 3786.803955
	Iteration 16Q: 3 clusters Score -1.467841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14678388.000000 Penalty: 3786.803955
	Iteration 17Q: 3 clusters Score -1.467839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114245 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14678398.000000 Penalty: 3786.803955
	Iteration 18Q: 3 clusters Score -1.46784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14678404.000000 Penalty: 3786.803955
	Iteration 19Q: 3 clusters Score -1.46784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114256 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14678410.000000 Penalty: 3786.803955
	Iteration 20F: 3 clusters Score -1.467841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114267 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14678408.000000 Penalty: 3786.803955
	Iteration 21Q: 3 clusters Score -1.467841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14678396.000000 Penalty: 3786.803955
	Iteration 22Q: 3 clusters Score -1.46784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114279 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14678394.000000 Penalty: 3786.803955
	Iteration 23Q: 3 clusters Score -1.467839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14678409.000000 Penalty: 3786.803955
	Iteration 24Q: 3 clusters Score -1.467841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14678398.000000 Penalty: 3786.803955
	Iteration 25Q: 3 clusters Score -1.46784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14678410.000000 Penalty: 3786.803955
	Iteration 26Q: 3 clusters Score -1.467841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14678402.000000 Penalty: 3786.803955
	Iteration 27Q: 3 clusters Score -1.46784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14678394.000000 Penalty: 3786.803955
	Iteration 28Q: 3 clusters Score -1.467839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14678389.000000 Penalty: 3786.803955
	Iteration 29Q: 3 clusters Score -1.467839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14678387.000000 Penalty: 3786.803955
	Iteration 30Q: 3 clusters Score -1.467839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14678387.000000 Penalty: 3786.803955
	Iteration 31F: 3 clusters Score -1.467839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Entering Unmasked Estep 
Score: -5260259.500000 Penalty: 1725.684082
	Iteration 0F: 2 clusters Score -5260260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5233039.500000 Penalty: 3451.368164
	Iteration 0F: 3 clusters Score -5233040 nChanged 18990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5243810.500000 Penalty: 3451.368164
	Iteration 1F: 3 clusters Score -5243810 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -5244376.000000 Penalty: 3451.368164
	Iteration 2Q: 3 clusters Score -5244376 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -5245000.500000 Penalty: 3451.368164
	Iteration 3Q: 3 clusters Score -5245000 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5245885.500000 Penalty: 3451.368164
	Iteration 4Q: 3 clusters Score -5245886 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -5247082.000000 Penalty: 3451.368164
	Iteration 5F: 3 clusters Score -5247082 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -5248766.500000 Penalty: 3451.368164
	Iteration 6F: 3 clusters Score -5248766 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -5250763.000000 Penalty: 3451.368164
	Iteration 7F: 3 clusters Score -5250763 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5252613.500000 Penalty: 3451.368164
	Iteration 8F: 3 clusters Score -5252614 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5253846.500000 Penalty: 3451.368164
	Iteration 9F: 3 clusters Score -5253846 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -5254397.000000 Penalty: 3451.368164
	Iteration 10Q: 3 clusters Score -5254397 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5254724.000000 Penalty: 3451.368164
	Iteration 11Q: 3 clusters Score -5254724 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -5254936.500000 Penalty: 3451.368164
	Iteration 12Q: 3 clusters Score -5254936 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5255154.000000 Penalty: 3451.368164
	Iteration 13Q: 3 clusters Score -5255154 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -5255379.500000 Penalty: 3451.368164
	Iteration 14Q: 3 clusters Score -5255380 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5255565.000000 Penalty: 3451.368164
	Iteration 15Q: 3 clusters Score -5255565 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5255748.000000 Penalty: 3451.368164
	Iteration 16Q: 3 clusters Score -5255748 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5255937.500000 Penalty: 3451.368164
	Iteration 17Q: 3 clusters Score -5255938 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -5256105.000000 Penalty: 3451.368164
	Iteration 18Q: 3 clusters Score -5256105 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -5256219.500000 Penalty: 3451.368164
	Iteration 19Q: 3 clusters Score -5256220 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -5256355.500000 Penalty: 3451.368164
	Iteration 20F: 3 clusters Score -5256356 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -5256446.500000 Penalty: 3451.368164
	Iteration 21Q: 3 clusters Score -5256446 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -5256567.500000 Penalty: 3451.368164
	Iteration 22Q: 3 clusters Score -5256568 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -5256644.000000 Penalty: 3451.368164
	Iteration 23Q: 3 clusters Score -5256644 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -5256747.500000 Penalty: 3451.368164
	Iteration 24Q: 3 clusters Score -5256748 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -5256828.500000 Penalty: 3451.368164
	Iteration 25Q: 3 clusters Score -5256828 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -5256921.000000 Penalty: 3451.368164
	Iteration 26Q: 3 clusters Score -5256921 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -5257044.500000 Penalty: 3451.368164
	Iteration 27Q: 3 clusters Score -5257044 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -5257124.500000 Penalty: 3451.368164
	Iteration 28Q: 3 clusters Score -5257124 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -5257211.500000 Penalty: 3451.368164
	Iteration 29Q: 3 clusters Score -5257212 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -5257292.000000 Penalty: 3451.368164
	Iteration 30Q: 3 clusters Score -5257292 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -5257431.000000 Penalty: 3451.368164
	Iteration 31Q: 3 clusters Score -5257431 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -5257525.500000 Penalty: 3451.368164
	Iteration 32Q: 3 clusters Score -5257526 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -5257601.000000 Penalty: 3451.368164
	Iteration 33Q: 3 clusters Score -5257601 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5257679.000000 Penalty: 3451.368164
	Iteration 34Q: 3 clusters Score -5257679 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -5257750.500000 Penalty: 3451.368164
	Iteration 35Q: 3 clusters Score -5257750 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -5257841.000000 Penalty: 3451.368164
	Iteration 36Q: 3 clusters Score -5257841 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -5257922.000000 Penalty: 3451.368164
	Iteration 37Q: 3 clusters Score -5257922 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5258034.000000 Penalty: 3451.368164
	Iteration 38Q: 3 clusters Score -5258034 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5258159.500000 Penalty: 3451.368164
	Iteration 39Q: 3 clusters Score -5258160 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5258256.500000 Penalty: 3451.368164
	Iteration 40F: 3 clusters Score -5258256 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -5258361.500000 Penalty: 3451.368164
	Iteration 41Q: 3 clusters Score -5258362 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5258416.000000 Penalty: 3451.368164
	Iteration 42Q: 3 clusters Score -5258416 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5258487.500000 Penalty: 3451.368164
	Iteration 43Q: 3 clusters Score -5258488 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5258587.500000 Penalty: 3451.368164
	Iteration 44Q: 3 clusters Score -5258588 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5258671.000000 Penalty: 3451.368164
	Iteration 45Q: 3 clusters Score -5258671 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5258716.500000 Penalty: 3451.368164
	Iteration 46Q: 3 clusters Score -5258716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5258759.500000 Penalty: 3451.368164
	Iteration 47Q: 3 clusters Score -5258760 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5258780.500000 Penalty: 3451.368164
	Iteration 48Q: 3 clusters Score -5258780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5258789.000000 Penalty: 3451.368164
	Iteration 49Q: 3 clusters Score -5258789 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5258816.000000 Penalty: 3451.368164
	Iteration 50Q: 3 clusters Score -5258816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5258842.500000 Penalty: 3451.368164
	Iteration 51Q: 3 clusters Score -5258842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5258858.000000 Penalty: 3451.368164
	Iteration 52Q: 3 clusters Score -5258858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5258863.500000 Penalty: 3451.368164
	Iteration 53Q: 3 clusters Score -5258864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5258861.000000 Penalty: 3451.368164
	Iteration 54Q: 3 clusters Score -5258861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5258864.500000 Penalty: 3451.368164
	Iteration 55Q: 3 clusters Score -5258864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5258871.500000 Penalty: 3451.368164
	Iteration 56Q: 3 clusters Score -5258872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5258886.000000 Penalty: 3451.368164
	Iteration 57Q: 3 clusters Score -5258886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5258890.000000 Penalty: 3451.368164
	Iteration 58Q: 3 clusters Score -5258890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5258904.000000 Penalty: 3451.368164
	Iteration 59Q: 3 clusters Score -5258904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5258909.500000 Penalty: 3451.368164
	Iteration 60F: 3 clusters Score -5258910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5258920.500000 Penalty: 3451.368164
	Iteration 61Q: 3 clusters Score -5258920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5258923.500000 Penalty: 3451.368164
	Iteration 62Q: 3 clusters Score -5258924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5258928.000000 Penalty: 3451.368164
	Iteration 63Q: 3 clusters Score -5258928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5258927.500000 Penalty: 3451.368164
	Iteration 64Q: 3 clusters Score -5258928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5258926.000000 Penalty: 3451.368164
	Iteration 65Q: 3 clusters Score -5258926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5258925.500000 Penalty: 3451.368164
	Iteration 66Q: 3 clusters Score -5258926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5258925.000000 Penalty: 3451.368164
	Iteration 67Q: 3 clusters Score -5258925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5258924.500000 Penalty: 3451.368164
	Iteration 68Q: 3 clusters Score -5258924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5258924.000000 Penalty: 3451.368164
	Iteration 69Q: 3 clusters Score -5258924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5258926.500000 Penalty: 3451.368164
	Iteration 70Q: 3 clusters Score -5258926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5258926.500000 Penalty: 3451.368164
	Iteration 71F: 3 clusters Score -5258926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Entering Unmasked Estep 
Score: -14217076.000000 Penalty: 1886.119629
	Iteration 0F: 2 clusters Score -1.421708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -14152564.000000 Penalty: 3772.239258
	Iteration 0F: 3 clusters Score -1.415256e+07 nChanged 52677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -14183761.000000 Penalty: 3772.239258
	Iteration 1F: 3 clusters Score -1.418376e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -14186084.000000 Penalty: 3772.239258
	Iteration 2Q: 3 clusters Score -1.418608e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -14189516.000000 Penalty: 3772.239258
	Iteration 3F: 3 clusters Score -1.418952e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -14193524.000000 Penalty: 3772.239258
	Iteration 4F: 3 clusters Score -1.419352e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -14196980.000000 Penalty: 3772.239258
	Iteration 5F: 3 clusters Score -1.419698e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -14199530.000000 Penalty: 3772.239258
	Iteration 6F: 3 clusters Score -1.419953e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -14201593.000000 Penalty: 3772.239258
	Iteration 7Q: 3 clusters Score -1.420159e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -14203267.000000 Penalty: 3772.239258
	Iteration 8Q: 3 clusters Score -1.420327e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -14204748.000000 Penalty: 3772.239258
	Iteration 9Q: 3 clusters Score -1.420475e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -14206354.000000 Penalty: 3772.239258
	Iteration 10Q: 3 clusters Score -1.420635e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -14207902.000000 Penalty: 3772.239258
	Iteration 11Q: 3 clusters Score -1.42079e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -14209386.000000 Penalty: 3772.239258
	Iteration 12Q: 3 clusters Score -1.420939e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96894 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -14210926.000000 Penalty: 3772.239258
	Iteration 13Q: 3 clusters Score -1.421093e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -14212363.000000 Penalty: 3772.239258
	Iteration 14Q: 3 clusters Score -1.421236e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -14213837.000000 Penalty: 3772.239258
	Iteration 15Q: 3 clusters Score -1.421384e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -14214767.000000 Penalty: 3772.239258
	Iteration 16Q: 3 clusters Score -1.421477e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -14215170.000000 Penalty: 3772.239258
	Iteration 17Q: 3 clusters Score -1.421517e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -14215390.000000 Penalty: 3772.239258
	Iteration 18Q: 3 clusters Score -1.421539e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -14215536.000000 Penalty: 3772.239258
	Iteration 19Q: 3 clusters Score -1.421554e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -14215646.000000 Penalty: 3772.239258
	Iteration 20F: 3 clusters Score -1.421565e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14215702.000000 Penalty: 3772.239258
	Iteration 21Q: 3 clusters Score -1.42157e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -14215674.000000 Penalty: 3772.239258
	Iteration 22Q: 3 clusters Score -1.421567e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14215774.000000 Penalty: 3772.239258
	Iteration 23Q: 3 clusters Score -1.421577e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14215792.000000 Penalty: 3772.239258
	Iteration 24Q: 3 clusters Score -1.421579e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -14215804.000000 Penalty: 3772.239258
	Iteration 25Q: 3 clusters Score -1.42158e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14215812.000000 Penalty: 3772.239258
	Iteration 26Q: 3 clusters Score -1.421581e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14215792.000000 Penalty: 3772.239258
	Iteration 27Q: 3 clusters Score -1.421579e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14215766.000000 Penalty: 3772.239258
	Iteration 28Q: 3 clusters Score -1.421577e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14215780.000000 Penalty: 3772.239258
	Iteration 29Q: 3 clusters Score -1.421578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109181 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14215805.000000 Penalty: 3772.239258
	Iteration 30Q: 3 clusters Score -1.42158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14215791.000000 Penalty: 3772.239258
	Iteration 31Q: 3 clusters Score -1.421579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14215807.000000 Penalty: 3772.239258
	Iteration 32Q: 3 clusters Score -1.421581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -14215810.000000 Penalty: 3772.239258
	Iteration 33Q: 3 clusters Score -1.421581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14215814.000000 Penalty: 3772.239258
	Iteration 34Q: 3 clusters Score -1.421581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109237 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14215819.000000 Penalty: 3772.239258
	Iteration 35Q: 3 clusters Score -1.421582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14215818.000000 Penalty: 3772.239258
	Iteration 36Q: 3 clusters Score -1.421582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109253 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14215809.000000 Penalty: 3772.239258
	Iteration 37Q: 3 clusters Score -1.421581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109262 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14215811.000000 Penalty: 3772.239258
	Iteration 38Q: 3 clusters Score -1.421581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14215827.000000 Penalty: 3772.239258
	Iteration 39Q: 3 clusters Score -1.421583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14215819.000000 Penalty: 3772.239258
	Iteration 40F: 3 clusters Score -1.421582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14215810.000000 Penalty: 3772.239258
	Iteration 41Q: 3 clusters Score -1.421581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -14215797.000000 Penalty: 3772.239258
	Iteration 42Q: 3 clusters Score -1.42158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109299 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14215801.000000 Penalty: 3772.239258
	Iteration 43Q: 3 clusters Score -1.42158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -14215799.000000 Penalty: 3772.239258
	Iteration 44Q: 3 clusters Score -1.42158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14215805.000000 Penalty: 3772.239258
	Iteration 45Q: 3 clusters Score -1.42158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14215817.000000 Penalty: 3772.239258
	Iteration 46Q: 3 clusters Score -1.421582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14215812.000000 Penalty: 3772.239258
	Iteration 47Q: 3 clusters Score -1.421581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14215806.000000 Penalty: 3772.239258
	Iteration 48Q: 3 clusters Score -1.421581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -14215818.000000 Penalty: 3772.239258
	Iteration 49Q: 3 clusters Score -1.421582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -14215825.000000 Penalty: 3772.239258
	Iteration 50Q: 3 clusters Score -1.421582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14215825.000000 Penalty: 3772.239258
	Iteration 51Q: 3 clusters Score -1.421582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109314 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14215815.000000 Penalty: 3772.239258
	Iteration 52Q: 3 clusters Score -1.421582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109314 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14215815.000000 Penalty: 3772.239258
	Iteration 53F: 3 clusters Score -1.421582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Entering Unmasked Estep 
Score: -1586315.250000 Penalty: 1529.405884
	Iteration 0F: 2 clusters Score -1586315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1577666.500000 Penalty: 3058.811768
	Iteration 0F: 3 clusters Score -1577666 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1580524.000000 Penalty: 3058.811768
	Iteration 1F: 3 clusters Score -1580524 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1580781.250000 Penalty: 3058.811768
	Iteration 2F: 3 clusters Score -1580781 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1581027.000000 Penalty: 3058.811768
	Iteration 3Q: 3 clusters Score -1581027 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1581315.500000 Penalty: 3058.811768
	Iteration 4Q: 3 clusters Score -1581316 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1581676.750000 Penalty: 3058.811768
	Iteration 5F: 3 clusters Score -1581677 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1582144.375000 Penalty: 3058.811768
	Iteration 6F: 3 clusters Score -1582144 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1582704.875000 Penalty: 3058.811768
	Iteration 7F: 3 clusters Score -1582705 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1583268.875000 Penalty: 3058.811768
	Iteration 8F: 3 clusters Score -1583269 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1583816.750000 Penalty: 3058.811768
	Iteration 9F: 3 clusters Score -1583817 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1584261.125000 Penalty: 3058.811768
	Iteration 10Q: 3 clusters Score -1584261 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1584565.625000 Penalty: 3058.811768
	Iteration 11Q: 3 clusters Score -1584566 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1584717.125000 Penalty: 3058.811768
	Iteration 12Q: 3 clusters Score -1584717 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1584819.375000 Penalty: 3058.811768
	Iteration 13Q: 3 clusters Score -1584819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1584879.250000 Penalty: 3058.811768
	Iteration 14Q: 3 clusters Score -1584879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1584924.000000 Penalty: 3058.811768
	Iteration 15Q: 3 clusters Score -1584924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1584959.125000 Penalty: 3058.811768
	Iteration 16Q: 3 clusters Score -1584959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1584983.625000 Penalty: 3058.811768
	Iteration 17Q: 3 clusters Score -1584984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1584990.875000 Penalty: 3058.811768
	Iteration 18Q: 3 clusters Score -1584991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1585001.875000 Penalty: 3058.811768
	Iteration 19Q: 3 clusters Score -1585002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1585009.125000 Penalty: 3058.811768
	Iteration 20F: 3 clusters Score -1585009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1585013.000000 Penalty: 3058.811768
	Iteration 21Q: 3 clusters Score -1585013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1585014.375000 Penalty: 3058.811768
	Iteration 22Q: 3 clusters Score -1585014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1585017.375000 Penalty: 3058.811768
	Iteration 23Q: 3 clusters Score -1585017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1585019.250000 Penalty: 3058.811768
	Iteration 24Q: 3 clusters Score -1585019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1585022.750000 Penalty: 3058.811768
	Iteration 25Q: 3 clusters Score -1585023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1585025.125000 Penalty: 3058.811768
	Iteration 26Q: 3 clusters Score -1585025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1585028.375000 Penalty: 3058.811768
	Iteration 27Q: 3 clusters Score -1585028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1585032.875000 Penalty: 3058.811768
	Iteration 28Q: 3 clusters Score -1585033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1585033.875000 Penalty: 3058.811768
	Iteration 29Q: 3 clusters Score -1585034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1585040.250000 Penalty: 3058.811768
	Iteration 30Q: 3 clusters Score -1585040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1585044.500000 Penalty: 3058.811768
	Iteration 31Q: 3 clusters Score -1585044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1585044.625000 Penalty: 3058.811768
	Iteration 32Q: 3 clusters Score -1585045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1585044.625000 Penalty: 3058.811768
	Iteration 33F: 3 clusters Score -1585045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Entering Unmasked Estep 
Score: -5801062.500000 Penalty: 1743.622559
	Iteration 0F: 2 clusters Score -5801062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5770456.000000 Penalty: 3487.245117
	Iteration 0F: 3 clusters Score -5770456 nChanged 21442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5782480.500000 Penalty: 3487.245117
	Iteration 1F: 3 clusters Score -5782480 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -5782957.500000 Penalty: 3487.245117
	Iteration 2Q: 3 clusters Score -5782958 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -5783442.500000 Penalty: 3487.245117
	Iteration 3Q: 3 clusters Score -5783442 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5783959.500000 Penalty: 3487.245117
	Iteration 4Q: 3 clusters Score -5783960 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5784509.000000 Penalty: 3487.245117
	Iteration 5Q: 3 clusters Score -5784509 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5785236.500000 Penalty: 3487.245117
	Iteration 6Q: 3 clusters Score -5785236 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -5785983.500000 Penalty: 3487.245117
	Iteration 7Q: 3 clusters Score -5785984 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5786942.500000 Penalty: 3487.245117
	Iteration 8Q: 3 clusters Score -5786942 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -5788127.500000 Penalty: 3487.245117
	Iteration 9Q: 3 clusters Score -5788128 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -5789643.500000 Penalty: 3487.245117
	Iteration 10F: 3 clusters Score -5789644 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -5791283.500000 Penalty: 3487.245117
	Iteration 11F: 3 clusters Score -5791284 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -5792684.500000 Penalty: 3487.245117
	Iteration 12Q: 3 clusters Score -5792684 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -5793726.000000 Penalty: 3487.245117
	Iteration 13Q: 3 clusters Score -5793726 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -5794356.000000 Penalty: 3487.245117
	Iteration 14Q: 3 clusters Score -5794356 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -5794710.000000 Penalty: 3487.245117
	Iteration 15Q: 3 clusters Score -5794710 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -5794987.000000 Penalty: 3487.245117
	Iteration 16Q: 3 clusters Score -5794987 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5795201.500000 Penalty: 3487.245117
	Iteration 17Q: 3 clusters Score -5795202 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5795384.500000 Penalty: 3487.245117
	Iteration 18Q: 3 clusters Score -5795384 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5795563.500000 Penalty: 3487.245117
	Iteration 19Q: 3 clusters Score -5795564 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -5795756.500000 Penalty: 3487.245117
	Iteration 20F: 3 clusters Score -5795756 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -5795875.000000 Penalty: 3487.245117
	Iteration 21Q: 3 clusters Score -5795875 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -5796023.000000 Penalty: 3487.245117
	Iteration 22Q: 3 clusters Score -5796023 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5796164.500000 Penalty: 3487.245117
	Iteration 23Q: 3 clusters Score -5796164 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -5796306.500000 Penalty: 3487.245117
	Iteration 24Q: 3 clusters Score -5796306 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -5796448.000000 Penalty: 3487.245117
	Iteration 25Q: 3 clusters Score -5796448 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -5796595.000000 Penalty: 3487.245117
	Iteration 26Q: 3 clusters Score -5796595 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -5796737.500000 Penalty: 3487.245117
	Iteration 27Q: 3 clusters Score -5796738 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -5796867.500000 Penalty: 3487.245117
	Iteration 28Q: 3 clusters Score -5796868 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -5797015.000000 Penalty: 3487.245117
	Iteration 29Q: 3 clusters Score -5797015 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -5797140.000000 Penalty: 3487.245117
	Iteration 30Q: 3 clusters Score -5797140 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -5797319.000000 Penalty: 3487.245117
	Iteration 31Q: 3 clusters Score -5797319 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -5797430.000000 Penalty: 3487.245117
	Iteration 32Q: 3 clusters Score -5797430 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5797585.000000 Penalty: 3487.245117
	Iteration 33Q: 3 clusters Score -5797585 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -5797772.500000 Penalty: 3487.245117
	Iteration 34Q: 3 clusters Score -5797772 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -5797931.500000 Penalty: 3487.245117
	Iteration 35Q: 3 clusters Score -5797932 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -5798109.000000 Penalty: 3487.245117
	Iteration 36Q: 3 clusters Score -5798109 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -5798267.000000 Penalty: 3487.245117
	Iteration 37Q: 3 clusters Score -5798267 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -5798446.000000 Penalty: 3487.245117
	Iteration 38Q: 3 clusters Score -5798446 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5798624.500000 Penalty: 3487.245117
	Iteration 39Q: 3 clusters Score -5798624 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5798832.000000 Penalty: 3487.245117
	Iteration 40F: 3 clusters Score -5798832 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5798996.500000 Penalty: 3487.245117
	Iteration 41Q: 3 clusters Score -5798996 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5799183.000000 Penalty: 3487.245117
	Iteration 42Q: 3 clusters Score -5799183 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -5799397.000000 Penalty: 3487.245117
	Iteration 43Q: 3 clusters Score -5799397 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5799553.500000 Penalty: 3487.245117
	Iteration 44Q: 3 clusters Score -5799554 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5799643.500000 Penalty: 3487.245117
	Iteration 45Q: 3 clusters Score -5799644 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5799688.000000 Penalty: 3487.245117
	Iteration 46Q: 3 clusters Score -5799688 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5799713.000000 Penalty: 3487.245117
	Iteration 47Q: 3 clusters Score -5799713 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5799735.000000 Penalty: 3487.245117
	Iteration 48Q: 3 clusters Score -5799735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5799745.500000 Penalty: 3487.245117
	Iteration 49Q: 3 clusters Score -5799746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5799761.000000 Penalty: 3487.245117
	Iteration 50Q: 3 clusters Score -5799761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5799782.500000 Penalty: 3487.245117
	Iteration 51Q: 3 clusters Score -5799782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5799806.000000 Penalty: 3487.245117
	Iteration 52Q: 3 clusters Score -5799806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5799809.500000 Penalty: 3487.245117
	Iteration 53Q: 3 clusters Score -5799810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5799832.000000 Penalty: 3487.245117
	Iteration 54Q: 3 clusters Score -5799832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5799825.000000 Penalty: 3487.245117
	Iteration 55Q: 3 clusters Score -5799825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5799831.000000 Penalty: 3487.245117
	Iteration 56Q: 3 clusters Score -5799831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5799828.000000 Penalty: 3487.245117
	Iteration 57Q: 3 clusters Score -5799828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5799826.500000 Penalty: 3487.245117
	Iteration 58Q: 3 clusters Score -5799826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5799831.000000 Penalty: 3487.245117
	Iteration 59Q: 3 clusters Score -5799831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5799828.500000 Penalty: 3487.245117
	Iteration 60F: 3 clusters Score -5799828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5799840.500000 Penalty: 3487.245117
	Iteration 61Q: 3 clusters Score -5799840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5799846.000000 Penalty: 3487.245117
	Iteration 62Q: 3 clusters Score -5799846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5799841.500000 Penalty: 3487.245117
	Iteration 63Q: 3 clusters Score -5799842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5799844.000000 Penalty: 3487.245117
	Iteration 64Q: 3 clusters Score -5799844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5799853.500000 Penalty: 3487.245117
	Iteration 65Q: 3 clusters Score -5799854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5799846.000000 Penalty: 3487.245117
	Iteration 66Q: 3 clusters Score -5799846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5799861.500000 Penalty: 3487.245117
	Iteration 67Q: 3 clusters Score -5799862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5799857.500000 Penalty: 3487.245117
	Iteration 68Q: 3 clusters Score -5799858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5799864.000000 Penalty: 3487.245117
	Iteration 69Q: 3 clusters Score -5799864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5799872.500000 Penalty: 3487.245117
	Iteration 70Q: 3 clusters Score -5799872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5799875.000000 Penalty: 3487.245117
	Iteration 71Q: 3 clusters Score -5799875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5799882.500000 Penalty: 3487.245117
	Iteration 72Q: 3 clusters Score -5799882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5799877.500000 Penalty: 3487.245117
	Iteration 73Q: 3 clusters Score -5799878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5799888.000000 Penalty: 3487.245117
	Iteration 74Q: 3 clusters Score -5799888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5799903.000000 Penalty: 3487.245117
	Iteration 75Q: 3 clusters Score -5799903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5799906.500000 Penalty: 3487.245117
	Iteration 76Q: 3 clusters Score -5799906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5799902.500000 Penalty: 3487.245117
	Iteration 77Q: 3 clusters Score -5799902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5799902.000000 Penalty: 3487.245117
	Iteration 78Q: 3 clusters Score -5799902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5799896.000000 Penalty: 3487.245117
	Iteration 79Q: 3 clusters Score -5799896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5799896.000000 Penalty: 3487.245117
	Iteration 80F: 3 clusters Score -5799896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5799898.500000 Penalty: 3487.245117
	Iteration 81Q: 3 clusters Score -5799898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5799892.500000 Penalty: 3487.245117
	Iteration 82Q: 3 clusters Score -5799892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5799898.000000 Penalty: 3487.245117
	Iteration 83Q: 3 clusters Score -5799898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5799897.500000 Penalty: 3487.245117
	Iteration 84Q: 3 clusters Score -5799898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5799892.000000 Penalty: 3487.245117
	Iteration 85Q: 3 clusters Score -5799892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5799892.000000 Penalty: 3487.245117
	Iteration 86Q: 3 clusters Score -5799892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5799897.500000 Penalty: 3487.245117
	Iteration 87Q: 3 clusters Score -5799898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5799898.500000 Penalty: 3487.245117
	Iteration 88Q: 3 clusters Score -5799898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5799899.500000 Penalty: 3487.245117
	Iteration 89Q: 3 clusters Score -5799900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5799903.000000 Penalty: 3487.245117
	Iteration 90Q: 3 clusters Score -5799903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5799904.500000 Penalty: 3487.245117
	Iteration 91Q: 3 clusters Score -5799904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5799902.000000 Penalty: 3487.245117
	Iteration 92Q: 3 clusters Score -5799902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5799898.000000 Penalty: 3487.245117
	Iteration 93Q: 3 clusters Score -5799898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5799901.500000 Penalty: 3487.245117
	Iteration 94Q: 3 clusters Score -5799902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5799895.000000 Penalty: 3487.245117
	Iteration 95Q: 3 clusters Score -5799895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5799901.000000 Penalty: 3487.245117
	Iteration 96Q: 3 clusters Score -5799901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5799906.500000 Penalty: 3487.245117
	Iteration 97Q: 3 clusters Score -5799906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5799905.500000 Penalty: 3487.245117
	Iteration 98Q: 3 clusters Score -5799906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5799908.000000 Penalty: 3487.245117
	Iteration 99Q: 3 clusters Score -5799908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5799912.000000 Penalty: 3487.245117
	Iteration 100F: 3 clusters Score -5799912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5799907.000000 Penalty: 3487.245117
	Iteration 101Q: 3 clusters Score -5799907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5799910.000000 Penalty: 3487.245117
	Iteration 102Q: 3 clusters Score -5799910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5799916.500000 Penalty: 3487.245117
	Iteration 103Q: 3 clusters Score -5799916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5799915.500000 Penalty: 3487.245117
	Iteration 104Q: 3 clusters Score -5799916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5799911.500000 Penalty: 3487.245117
	Iteration 105Q: 3 clusters Score -5799912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5799909.500000 Penalty: 3487.245117
	Iteration 106Q: 3 clusters Score -5799910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5799912.500000 Penalty: 3487.245117
	Iteration 107Q: 3 clusters Score -5799912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5799914.000000 Penalty: 3487.245117
	Iteration 108Q: 3 clusters Score -5799914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5799920.000000 Penalty: 3487.245117
	Iteration 109Q: 3 clusters Score -5799920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5799919.000000 Penalty: 3487.245117
	Iteration 110Q: 3 clusters Score -5799919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5799916.500000 Penalty: 3487.245117
	Iteration 111Q: 3 clusters Score -5799916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5799918.000000 Penalty: 3487.245117
	Iteration 112Q: 3 clusters Score -5799918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5799925.000000 Penalty: 3487.245117
	Iteration 113Q: 3 clusters Score -5799925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5799921.000000 Penalty: 3487.245117
	Iteration 114Q: 3 clusters Score -5799921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5799919.500000 Penalty: 3487.245117
	Iteration 115Q: 3 clusters Score -5799920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5799922.500000 Penalty: 3487.245117
	Iteration 116Q: 3 clusters Score -5799922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5799919.000000 Penalty: 3487.245117
	Iteration 117Q: 3 clusters Score -5799919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5799921.000000 Penalty: 3487.245117
	Iteration 118Q: 3 clusters Score -5799921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5799921.000000 Penalty: 3487.245117
	Iteration 119F: 3 clusters Score -5799921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Entering Unmasked Estep 
Score: -730997.250000 Penalty: 1403.241455
	Iteration 0F: 2 clusters Score -730997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -726633.875000 Penalty: 2806.482910
	Iteration 0F: 3 clusters Score -726633.9 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -727802.750000 Penalty: 2806.482910
	Iteration 1F: 3 clusters Score -727802.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -727975.312500 Penalty: 2806.482910
	Iteration 2F: 3 clusters Score -727975.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -728094.687500 Penalty: 2806.482910
	Iteration 3Q: 3 clusters Score -728094.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -728193.000000 Penalty: 2806.482910
	Iteration 4Q: 3 clusters Score -728193 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -728279.437500 Penalty: 2806.482910
	Iteration 5Q: 3 clusters Score -728279.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -728353.812500 Penalty: 2806.482910
	Iteration 6Q: 3 clusters Score -728353.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -728424.062500 Penalty: 2806.482910
	Iteration 7Q: 3 clusters Score -728424.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -728487.562500 Penalty: 2806.482910
	Iteration 8Q: 3 clusters Score -728487.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -728556.437500 Penalty: 2806.482910
	Iteration 9Q: 3 clusters Score -728556.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -728633.437500 Penalty: 2806.482910
	Iteration 10Q: 3 clusters Score -728633.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -728738.625000 Penalty: 2806.482910
	Iteration 11Q: 3 clusters Score -728738.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -728862.875000 Penalty: 2806.482910
	Iteration 12Q: 3 clusters Score -728862.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -728995.687500 Penalty: 2806.482910
	Iteration 13Q: 3 clusters Score -728995.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -729106.500000 Penalty: 2806.482910
	Iteration 14Q: 3 clusters Score -729106.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -729181.687500 Penalty: 2806.482910
	Iteration 15Q: 3 clusters Score -729181.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -729235.437500 Penalty: 2806.482910
	Iteration 16Q: 3 clusters Score -729235.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -729281.250000 Penalty: 2806.482910
	Iteration 17Q: 3 clusters Score -729281.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -729310.750000 Penalty: 2806.482910
	Iteration 18Q: 3 clusters Score -729310.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -729332.875000 Penalty: 2806.482910
	Iteration 19Q: 3 clusters Score -729332.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -729349.375000 Penalty: 2806.482910
	Iteration 20F: 3 clusters Score -729349.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -729361.687500 Penalty: 2806.482910
	Iteration 21Q: 3 clusters Score -729361.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -729370.937500 Penalty: 2806.482910
	Iteration 22Q: 3 clusters Score -729370.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -729379.625000 Penalty: 2806.482910
	Iteration 23Q: 3 clusters Score -729379.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -729391.312500 Penalty: 2806.482910
	Iteration 24Q: 3 clusters Score -729391.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -729399.875000 Penalty: 2806.482910
	Iteration 25Q: 3 clusters Score -729399.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -729404.500000 Penalty: 2806.482910
	Iteration 26Q: 3 clusters Score -729404.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -729412.812500 Penalty: 2806.482910
	Iteration 27Q: 3 clusters Score -729412.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -729416.250000 Penalty: 2806.482910
	Iteration 28Q: 3 clusters Score -729416.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -729421.125000 Penalty: 2806.482910
	Iteration 29Q: 3 clusters Score -729421.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -729424.937500 Penalty: 2806.482910
	Iteration 30Q: 3 clusters Score -729424.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -729432.062500 Penalty: 2806.482910
	Iteration 31Q: 3 clusters Score -729432.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -729436.750000 Penalty: 2806.482910
	Iteration 32Q: 3 clusters Score -729436.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -729439.812500 Penalty: 2806.482910
	Iteration 33Q: 3 clusters Score -729439.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -729442.562500 Penalty: 2806.482910
	Iteration 34Q: 3 clusters Score -729442.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -729446.812500 Penalty: 2806.482910
	Iteration 35Q: 3 clusters Score -729446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -729451.625000 Penalty: 2806.482910
	Iteration 36Q: 3 clusters Score -729451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -729452.312500 Penalty: 2806.482910
	Iteration 37Q: 3 clusters Score -729452.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -729455.937500 Penalty: 2806.482910
	Iteration 38Q: 3 clusters Score -729455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -729458.187500 Penalty: 2806.482910
	Iteration 39Q: 3 clusters Score -729458.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -729459.812500 Penalty: 2806.482910
	Iteration 40F: 3 clusters Score -729459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -729462.437500 Penalty: 2806.482910
	Iteration 41Q: 3 clusters Score -729462.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -729463.875000 Penalty: 2806.482910
	Iteration 42Q: 3 clusters Score -729463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -729468.000000 Penalty: 2806.482910
	Iteration 43Q: 3 clusters Score -729468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -729473.500000 Penalty: 2806.482910
	Iteration 44Q: 3 clusters Score -729473.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -729476.937500 Penalty: 2806.482910
	Iteration 45Q: 3 clusters Score -729476.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -729486.875000 Penalty: 2806.482910
	Iteration 46Q: 3 clusters Score -729486.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -729489.750000 Penalty: 2806.482910
	Iteration 47Q: 3 clusters Score -729489.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -729498.437500 Penalty: 2806.482910
	Iteration 48Q: 3 clusters Score -729498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -729499.437500 Penalty: 2806.482910
	Iteration 49Q: 3 clusters Score -729499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -729497.750000 Penalty: 2806.482910
	Iteration 50Q: 3 clusters Score -729497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -729499.125000 Penalty: 2806.482910
	Iteration 51Q: 3 clusters Score -729499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -729498.937500 Penalty: 2806.482910
	Iteration 52Q: 3 clusters Score -729498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -729499.812500 Penalty: 2806.482910
	Iteration 53Q: 3 clusters Score -729499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -729500.437500 Penalty: 2806.482910
	Iteration 54Q: 3 clusters Score -729500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -729500.625000 Penalty: 2806.482910
	Iteration 55Q: 3 clusters Score -729500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -729499.937500 Penalty: 2806.482910
	Iteration 56Q: 3 clusters Score -729499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -729499.937500 Penalty: 2806.482910
	Iteration 57F: 3 clusters Score -729499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104584 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17067 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108372 members 
Mstep: Class 10 contains 14698 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114887 members 
Mstep: Class 13 contains 40929 members 
Mstep: Class 14 contains 109852 members 
Mstep: Class 17 contains 12231 members 
Mstep: Class 18 contains 45706 members 
Mstep: Class 19 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815512.000000 Penalty: 34500.488281
Iteration 359Q: 17 clusters Score -7.281551e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104559 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17070 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108362 members 
Mstep: Class 10 contains 14718 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114887 members 
Mstep: Class 13 contains 40947 members 
Mstep: Class 14 contains 109853 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 45730 members 
Mstep: Class 19 contains 5635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815552.000000 Penalty: 34500.488281
Iteration 360F: 17 clusters Score -7.281555e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104545 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17074 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108341 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114890 members 
Mstep: Class 13 contains 40969 members 
Mstep: Class 14 contains 109855 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 45761 members 
Mstep: Class 19 contains 5642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815528.000000 Penalty: 34500.488281
Iteration 361Q: 17 clusters Score -7.281553e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104523 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17082 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108330 members 
Mstep: Class 10 contains 14745 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114881 members 
Mstep: Class 13 contains 41008 members 
Mstep: Class 14 contains 109856 members 
Mstep: Class 17 contains 12094 members 
Mstep: Class 18 contains 45788 members 
Mstep: Class 19 contains 5647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815520.000000 Penalty: 34500.488281
Iteration 362Q: 17 clusters Score -7.281552e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104490 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17092 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108322 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114877 members 
Mstep: Class 13 contains 41039 members 
Mstep: Class 14 contains 109864 members 
Mstep: Class 17 contains 12041 members 
Mstep: Class 18 contains 45808 members 
Mstep: Class 19 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815504.000000 Penalty: 34500.488281
Iteration 363Q: 17 clusters Score -7.28155e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104498 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17095 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108315 members 
Mstep: Class 10 contains 14778 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114866 members 
Mstep: Class 13 contains 41072 members 
Mstep: Class 14 contains 109870 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 45822 members 
Mstep: Class 19 contains 5658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815568.000000 Penalty: 34500.488281
Iteration 364Q: 17 clusters Score -7.281557e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104495 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17100 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108314 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114844 members 
Mstep: Class 13 contains 41106 members 
Mstep: Class 14 contains 109877 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 45832 members 
Mstep: Class 19 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815720.000000 Penalty: 34500.488281
Iteration 365Q: 17 clusters Score -7.281572e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104479 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108318 members 
Mstep: Class 10 contains 14805 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114826 members 
Mstep: Class 13 contains 41135 members 
Mstep: Class 14 contains 109888 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 45859 members 
Mstep: Class 19 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815704.000000 Penalty: 34500.488281
Iteration 366Q: 17 clusters Score -7.28157e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104483 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108305 members 
Mstep: Class 10 contains 14815 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114824 members 
Mstep: Class 13 contains 41161 members 
Mstep: Class 14 contains 109898 members 
Mstep: Class 17 contains 11819 members 
Mstep: Class 18 contains 45873 members 
Mstep: Class 19 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815752.000000 Penalty: 34500.488281
Iteration 367Q: 17 clusters Score -7.281575e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104505 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108280 members 
Mstep: Class 10 contains 14823 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114815 members 
Mstep: Class 13 contains 41193 members 
Mstep: Class 14 contains 109909 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 18 contains 45895 members 
Mstep: Class 19 contains 5674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815776.000000 Penalty: 34500.488281
Iteration 368Q: 17 clusters Score -7.281578e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104509 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108261 members 
Mstep: Class 10 contains 14837 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114807 members 
Mstep: Class 13 contains 41217 members 
Mstep: Class 14 contains 109920 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 45919 members 
Mstep: Class 19 contains 5682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815848.000000 Penalty: 34500.488281
Iteration 369Q: 17 clusters Score -7.281585e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104528 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 108248 members 
Mstep: Class 10 contains 14848 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114784 members 
Mstep: Class 13 contains 41247 members 
Mstep: Class 14 contains 109925 members 
Mstep: Class 17 contains 11636 members 
Mstep: Class 18 contains 45940 members 
Mstep: Class 19 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815880.000000 Penalty: 34500.488281
Iteration 370Q: 17 clusters Score -7.281588e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104529 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17101 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108226 members 
Mstep: Class 10 contains 14866 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114776 members 
Mstep: Class 13 contains 41282 members 
Mstep: Class 14 contains 109926 members 
Mstep: Class 17 contains 11584 members 
Mstep: Class 18 contains 45964 members 
Mstep: Class 19 contains 5700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815928.000000 Penalty: 34500.488281
Iteration 371Q: 17 clusters Score -7.281593e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104509 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17098 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108222 members 
Mstep: Class 10 contains 14893 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114773 members 
Mstep: Class 13 contains 41321 members 
Mstep: Class 14 contains 109925 members 
Mstep: Class 17 contains 11529 members 
Mstep: Class 18 contains 45979 members 
Mstep: Class 19 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815960.000000 Penalty: 34500.488281
Iteration 372Q: 17 clusters Score -7.281596e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104502 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 108214 members 
Mstep: Class 10 contains 14917 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114776 members 
Mstep: Class 13 contains 41352 members 
Mstep: Class 14 contains 109923 members 
Mstep: Class 17 contains 11478 members 
Mstep: Class 18 contains 45983 members 
Mstep: Class 19 contains 5712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815896.000000 Penalty: 34500.488281
Iteration 373Q: 17 clusters Score -7.28159e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104498 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17094 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 108201 members 
Mstep: Class 10 contains 14932 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114781 members 
Mstep: Class 13 contains 41389 members 
Mstep: Class 14 contains 109919 members 
Mstep: Class 17 contains 11425 members 
Mstep: Class 18 contains 45995 members 
Mstep: Class 19 contains 5720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815968.000000 Penalty: 34500.488281
Iteration 374Q: 17 clusters Score -7.281597e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104491 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17088 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108181 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114787 members 
Mstep: Class 13 contains 41435 members 
Mstep: Class 14 contains 109912 members 
Mstep: Class 17 contains 11379 members 
Mstep: Class 18 contains 46006 members 
Mstep: Class 19 contains 5726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815944.000000 Penalty: 34500.488281
Iteration 375Q: 17 clusters Score -7.281594e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104477 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17082 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 108178 members 
Mstep: Class 10 contains 14963 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114782 members 
Mstep: Class 13 contains 41467 members 
Mstep: Class 14 contains 109914 members 
Mstep: Class 17 contains 11336 members 
Mstep: Class 18 contains 46023 members 
Mstep: Class 19 contains 5733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815912.000000 Penalty: 34500.488281
Iteration 376Q: 17 clusters Score -7.281591e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104470 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17086 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 108149 members 
Mstep: Class 10 contains 14975 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114783 members 
Mstep: Class 13 contains 41500 members 
Mstep: Class 14 contains 109919 members 
Mstep: Class 17 contains 11294 members 
Mstep: Class 18 contains 46040 members 
Mstep: Class 19 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815928.000000 Penalty: 34500.488281
Iteration 377Q: 17 clusters Score -7.281593e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104454 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 108108 members 
Mstep: Class 10 contains 15003 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114798 members 
Mstep: Class 13 contains 41526 members 
Mstep: Class 14 contains 109924 members 
Mstep: Class 17 contains 11255 members 
Mstep: Class 18 contains 46056 members 
Mstep: Class 19 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815880.000000 Penalty: 34500.488281
Iteration 378Q: 17 clusters Score -7.281588e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104435 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17086 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 108084 members 
Mstep: Class 10 contains 15021 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114806 members 
Mstep: Class 13 contains 41549 members 
Mstep: Class 14 contains 109925 members 
Mstep: Class 17 contains 11229 members 
Mstep: Class 18 contains 46068 members 
Mstep: Class 19 contains 5753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815760.000000 Penalty: 34500.488281
Iteration 379Q: 17 clusters Score -7.281576e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104391 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17090 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 108071 members 
Mstep: Class 10 contains 15039 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114800 members 
Mstep: Class 13 contains 41588 members 
Mstep: Class 14 contains 109927 members 
Mstep: Class 17 contains 11208 members 
Mstep: Class 18 contains 46086 members 
Mstep: Class 19 contains 5756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815792.000000 Penalty: 34500.488281
Iteration 380F: 17 clusters Score -7.281579e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104365 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17093 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 108045 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114815 members 
Mstep: Class 13 contains 41614 members 
Mstep: Class 14 contains 109929 members 
Mstep: Class 17 contains 11170 members 
Mstep: Class 18 contains 46104 members 
Mstep: Class 19 contains 5767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815840.000000 Penalty: 34500.488281
Iteration 381Q: 17 clusters Score -7.281584e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104349 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17097 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 108021 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114825 members 
Mstep: Class 13 contains 41644 members 
Mstep: Class 14 contains 109927 members 
Mstep: Class 17 contains 11138 members 
Mstep: Class 18 contains 46111 members 
Mstep: Class 19 contains 5772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815912.000000 Penalty: 34500.488281
Iteration 382Q: 17 clusters Score -7.281591e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104332 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17100 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107994 members 
Mstep: Class 10 contains 15093 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114846 members 
Mstep: Class 13 contains 41667 members 
Mstep: Class 14 contains 109926 members 
Mstep: Class 17 contains 11098 members 
Mstep: Class 18 contains 46121 members 
Mstep: Class 19 contains 5777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815904.000000 Penalty: 34500.488281
Iteration 383Q: 17 clusters Score -7.28159e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104315 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17098 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107977 members 
Mstep: Class 10 contains 15106 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114860 members 
Mstep: Class 13 contains 41699 members 
Mstep: Class 14 contains 109924 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 5778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815840.000000 Penalty: 34500.488281
Iteration 384Q: 17 clusters Score -7.281584e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104319 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107969 members 
Mstep: Class 10 contains 15119 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114872 members 
Mstep: Class 13 contains 41727 members 
Mstep: Class 14 contains 109925 members 
Mstep: Class 17 contains 11014 members 
Mstep: Class 18 contains 46135 members 
Mstep: Class 19 contains 5775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815872.000000 Penalty: 34500.488281
Iteration 385Q: 17 clusters Score -7.281587e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104310 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107973 members 
Mstep: Class 10 contains 15134 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114877 members 
Mstep: Class 13 contains 41744 members 
Mstep: Class 14 contains 109926 members 
Mstep: Class 17 contains 10973 members 
Mstep: Class 18 contains 46143 members 
Mstep: Class 19 contains 5776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815896.000000 Penalty: 34500.488281
Iteration 386Q: 17 clusters Score -7.28159e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104305 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17093 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107970 members 
Mstep: Class 10 contains 15158 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114872 members 
Mstep: Class 13 contains 41765 members 
Mstep: Class 14 contains 109926 members 
Mstep: Class 17 contains 10938 members 
Mstep: Class 18 contains 46148 members 
Mstep: Class 19 contains 5777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815840.000000 Penalty: 34500.488281
Iteration 387Q: 17 clusters Score -7.281584e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104295 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17091 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107975 members 
Mstep: Class 10 contains 15182 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114866 members 
Mstep: Class 13 contains 41777 members 
Mstep: Class 14 contains 109927 members 
Mstep: Class 17 contains 10908 members 
Mstep: Class 18 contains 46151 members 
Mstep: Class 19 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815872.000000 Penalty: 34500.488281
Iteration 388Q: 17 clusters Score -7.281587e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104280 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17088 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107984 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114862 members 
Mstep: Class 13 contains 41784 members 
Mstep: Class 14 contains 109926 members 
Mstep: Class 17 contains 10885 members 
Mstep: Class 18 contains 46161 members 
Mstep: Class 19 contains 5781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815880.000000 Penalty: 34500.488281
Iteration 389Q: 17 clusters Score -7.281588e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104288 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17086 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107990 members 
Mstep: Class 10 contains 15221 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114855 members 
Mstep: Class 13 contains 41788 members 
Mstep: Class 14 contains 109927 members 
Mstep: Class 17 contains 10852 members 
Mstep: Class 18 contains 46164 members 
Mstep: Class 19 contains 5781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815856.000000 Penalty: 34500.488281
Iteration 390Q: 17 clusters Score -7.281586e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104283 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17090 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107992 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114850 members 
Mstep: Class 13 contains 41792 members 
Mstep: Class 14 contains 109927 members 
Mstep: Class 17 contains 10822 members 
Mstep: Class 18 contains 46171 members 
Mstep: Class 19 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816024.000000 Penalty: 34500.488281
Iteration 391Q: 17 clusters Score -7.281602e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104286 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17093 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107990 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114848 members 
Mstep: Class 13 contains 41795 members 
Mstep: Class 14 contains 109927 members 
Mstep: Class 17 contains 10794 members 
Mstep: Class 18 contains 46183 members 
Mstep: Class 19 contains 5785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816000.000000 Penalty: 34500.488281
Iteration 392Q: 17 clusters Score -7.2816e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104287 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107991 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114845 members 
Mstep: Class 13 contains 41803 members 
Mstep: Class 14 contains 109923 members 
Mstep: Class 17 contains 10765 members 
Mstep: Class 18 contains 46188 members 
Mstep: Class 19 contains 5784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816000.000000 Penalty: 34500.488281
Iteration 393Q: 17 clusters Score -7.2816e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104289 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17098 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107992 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114836 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 109922 members 
Mstep: Class 17 contains 10748 members 
Mstep: Class 18 contains 46194 members 
Mstep: Class 19 contains 5784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815944.000000 Penalty: 34500.488281
Iteration 394Q: 17 clusters Score -7.281594e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104280 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17100 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107999 members 
Mstep: Class 10 contains 15294 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114830 members 
Mstep: Class 13 contains 41809 members 
Mstep: Class 14 contains 109925 members 
Mstep: Class 17 contains 10733 members 
Mstep: Class 18 contains 46198 members 
Mstep: Class 19 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816016.000000 Penalty: 34500.488281
Iteration 395Q: 17 clusters Score -7.281602e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104270 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17101 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107989 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114833 members 
Mstep: Class 13 contains 41811 members 
Mstep: Class 14 contains 109929 members 
Mstep: Class 17 contains 10718 members 
Mstep: Class 18 contains 46208 members 
Mstep: Class 19 contains 5784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816048.000000 Penalty: 34500.488281
Iteration 396Q: 17 clusters Score -7.281605e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104246 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107989 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114833 members 
Mstep: Class 13 contains 41813 members 
Mstep: Class 14 contains 109934 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 18 contains 46214 members 
Mstep: Class 19 contains 5788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816016.000000 Penalty: 34500.488281
Iteration 397Q: 17 clusters Score -7.281602e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104234 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107988 members 
Mstep: Class 10 contains 15334 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114832 members 
Mstep: Class 13 contains 41817 members 
Mstep: Class 14 contains 109940 members 
Mstep: Class 17 contains 10694 members 
Mstep: Class 18 contains 46219 members 
Mstep: Class 19 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816008.000000 Penalty: 34500.488281
Iteration 398Q: 17 clusters Score -7.281601e+07 nChanged 99
Entering ConstructFrom: 
Score: -72816008.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -76010.585938 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -76010.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74825.476562 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -74825.48 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75120.031250 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -75120.03 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75282.812500 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -75282.81 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75506.070312 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -75506.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75728.953125 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -75728.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -75887.179688 Penalty: 2154.542969
	Iteration 5F: 3 clusters Score -75887.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75985.132812 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -75985.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76039.203125 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -76039.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76087.570312 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -76087.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76124.765625 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -76124.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76134.960938 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -76134.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76141.328125 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -76141.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76142.921875 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -76142.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76144.585938 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -76144.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76145.546875 Penalty: 2154.542969
	Iteration 14Q: 3 clusters Score -76145.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76145.546875 Penalty: 2154.542969
	Iteration 15F: 3 clusters Score -76145.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104222 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 107992 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114830 members 
Mstep: Class 13 contains 41825 members 
Mstep: Class 14 contains 109944 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 46228 members 
Mstep: Class 19 contains 5792 members 
Entering Unmasked Estep 
Score: -72815056.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72816008.000000 to -72815056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -63013.796875 Penalty: 1040.311523
	Iteration 0F: 2 clusters Score -63013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61964.972656 Penalty: 2080.623047
	Iteration 0F: 3 clusters Score -61964.97 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62379.531250 Penalty: 2080.623047
	Iteration 1F: 3 clusters Score -62379.53 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62696.171875 Penalty: 2080.623047
	Iteration 2F: 3 clusters Score -62696.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62927.011719 Penalty: 2080.623047
	Iteration 3F: 3 clusters Score -62927.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63137.906250 Penalty: 2080.623047
	Iteration 4F: 3 clusters Score -63137.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63334.925781 Penalty: 2080.623047
	Iteration 5Q: 3 clusters Score -63334.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63490.113281 Penalty: 2080.623047
	Iteration 6Q: 3 clusters Score -63490.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63551.597656 Penalty: 2080.623047
	Iteration 7Q: 3 clusters Score -63551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63569.546875 Penalty: 2080.623047
	Iteration 8Q: 3 clusters Score -63569.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63583.125000 Penalty: 2080.623047
	Iteration 9Q: 3 clusters Score -63583.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63593.773438 Penalty: 2080.623047
	Iteration 10Q: 3 clusters Score -63593.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63598.394531 Penalty: 2080.623047
	Iteration 11Q: 3 clusters Score -63598.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63598.394531 Penalty: 2080.623047
	Iteration 12F: 3 clusters Score -63598.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 261 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104222 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 107992 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114830 members 
Mstep: Class 13 contains 41825 members 
Mstep: Class 14 contains 109944 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 46228 members 
Mstep: Class 19 contains 5792 members 
Entering Unmasked Estep 
Score: -72815496.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72816008.000000 to -72815496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36664.683594 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36664.68 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37241.312500 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37241.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37473.617188 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37473.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37527.925781 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -37527.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37573.183594 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -37573.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37612.394531 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -37612.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37643.023438 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -37643.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37651.769531 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -37651.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37661.390625 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -37661.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37672.144531 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -37672.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37680.398438 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -37680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37686.308594 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -37686.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37690.765625 Penalty: 2024.906494
	Iteration 12F: 3 clusters Score -37690.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37703.566406 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -37703.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37716.718750 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -37716.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37764.824219 Penalty: 2024.906494
	Iteration 15Q: 3 clusters Score -37764.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37820.585938 Penalty: 2024.906494
	Iteration 16Q: 3 clusters Score -37820.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37952.617188 Penalty: 2024.906494
	Iteration 17Q: 3 clusters Score -37952.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38073.304688 Penalty: 2024.906494
	Iteration 18Q: 3 clusters Score -38073.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38122.011719 Penalty: 2024.906494
	Iteration 19Q: 3 clusters Score -38122.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38154.957031 Penalty: 2024.906494
	Iteration 20F: 3 clusters Score -38154.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38194.980469 Penalty: 2024.906494
	Iteration 21Q: 3 clusters Score -38194.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38260.320312 Penalty: 2024.906494
	Iteration 22Q: 3 clusters Score -38260.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38289.753906 Penalty: 2024.906494
	Iteration 23Q: 3 clusters Score -38289.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38295.121094 Penalty: 2024.906494
	Iteration 24Q: 3 clusters Score -38295.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38307.234375 Penalty: 2024.906494
	Iteration 25Q: 3 clusters Score -38307.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38321.980469 Penalty: 2024.906494
	Iteration 26Q: 3 clusters Score -38321.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38322.953125 Penalty: 2024.906494
	Iteration 27Q: 3 clusters Score -38322.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38323.750000 Penalty: 2024.906494
	Iteration 28F: 3 clusters Score -38323.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38352.000000 Penalty: 2024.906494
	Iteration 29Q: 3 clusters Score -38352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38357.320312 Penalty: 2024.906494
	Iteration 30Q: 3 clusters Score -38357.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38359.757812 Penalty: 2024.906494
	Iteration 31Q: 3 clusters Score -38359.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38364.167969 Penalty: 2024.906494
	Iteration 32Q: 3 clusters Score -38364.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38364.812500 Penalty: 2024.906494
	Iteration 33Q: 3 clusters Score -38364.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38364.812500 Penalty: 2024.906494
	Iteration 34F: 3 clusters Score -38364.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 243 members 
Mstep: Class 4 contains 104222 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 107992 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114830 members 
Mstep: Class 13 contains 41825 members 
Mstep: Class 14 contains 109944 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 46228 members 
Mstep: Class 19 contains 5792 members 
Entering Unmasked Estep 
Score: -72815624.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72816008.000000 to -72815624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (104222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Entering Unmasked Estep 
Score: -13267370.000000 Penalty: 1877.570190
	Iteration 0F: 2 clusters Score -1.326737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -13198953.000000 Penalty: 3755.140381
	Iteration 0F: 3 clusters Score -1.319895e+07 nChanged 49903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -13227934.000000 Penalty: 3755.140381
	Iteration 1F: 3 clusters Score -1.322793e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -13228812.000000 Penalty: 3755.140381
	Iteration 2Q: 3 clusters Score -1.322881e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -13229933.000000 Penalty: 3755.140381
	Iteration 3Q: 3 clusters Score -1.322993e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -13231585.000000 Penalty: 3755.140381
	Iteration 4Q: 3 clusters Score -1.323158e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -13233938.000000 Penalty: 3755.140381
	Iteration 5Q: 3 clusters Score -1.323394e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -13237622.000000 Penalty: 3755.140381
	Iteration 6F: 3 clusters Score -1.323762e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -13242948.000000 Penalty: 3755.140381
	Iteration 7F: 3 clusters Score -1.324295e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -13249204.000000 Penalty: 3755.140381
	Iteration 8F: 3 clusters Score -1.32492e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -13254401.000000 Penalty: 3755.140381
	Iteration 9F: 3 clusters Score -1.32544e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -13257631.000000 Penalty: 3755.140381
	Iteration 10Q: 3 clusters Score -1.325763e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -13259503.000000 Penalty: 3755.140381
	Iteration 11Q: 3 clusters Score -1.32595e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -13260828.000000 Penalty: 3755.140381
	Iteration 12Q: 3 clusters Score -1.326083e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -13261880.000000 Penalty: 3755.140381
	Iteration 13Q: 3 clusters Score -1.326188e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -13262658.000000 Penalty: 3755.140381
	Iteration 14Q: 3 clusters Score -1.326266e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -13263339.000000 Penalty: 3755.140381
	Iteration 15Q: 3 clusters Score -1.326334e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93098 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -13263893.000000 Penalty: 3755.140381
	Iteration 16Q: 3 clusters Score -1.326389e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -13264292.000000 Penalty: 3755.140381
	Iteration 17Q: 3 clusters Score -1.326429e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -13264627.000000 Penalty: 3755.140381
	Iteration 18Q: 3 clusters Score -1.326463e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96067 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -13264903.000000 Penalty: 3755.140381
	Iteration 19Q: 3 clusters Score -1.32649e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -13265106.000000 Penalty: 3755.140381
	Iteration 20F: 3 clusters Score -1.326511e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -13265292.000000 Penalty: 3755.140381
	Iteration 21Q: 3 clusters Score -1.326529e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98175 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -13265463.000000 Penalty: 3755.140381
	Iteration 22Q: 3 clusters Score -1.326546e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -13265665.000000 Penalty: 3755.140381
	Iteration 23Q: 3 clusters Score -1.326566e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -13265781.000000 Penalty: 3755.140381
	Iteration 24Q: 3 clusters Score -1.326578e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -13265828.000000 Penalty: 3755.140381
	Iteration 25Q: 3 clusters Score -1.326583e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100305 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -13265844.000000 Penalty: 3755.140381
	Iteration 26Q: 3 clusters Score -1.326584e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -13265906.000000 Penalty: 3755.140381
	Iteration 27Q: 3 clusters Score -1.326591e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13265914.000000 Penalty: 3755.140381
	Iteration 28Q: 3 clusters Score -1.326591e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101343 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -13266009.000000 Penalty: 3755.140381
	Iteration 29Q: 3 clusters Score -1.326601e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -13266027.000000 Penalty: 3755.140381
	Iteration 30Q: 3 clusters Score -1.326603e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -13266092.000000 Penalty: 3755.140381
	Iteration 31Q: 3 clusters Score -1.326609e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -13266106.000000 Penalty: 3755.140381
	Iteration 32Q: 3 clusters Score -1.326611e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -13266089.000000 Penalty: 3755.140381
	Iteration 33Q: 3 clusters Score -1.326609e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -13266092.000000 Penalty: 3755.140381
	Iteration 34Q: 3 clusters Score -1.326609e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -13266103.000000 Penalty: 3755.140381
	Iteration 35Q: 3 clusters Score -1.32661e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -13266114.000000 Penalty: 3755.140381
	Iteration 36Q: 3 clusters Score -1.326611e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -13266089.000000 Penalty: 3755.140381
	Iteration 37Q: 3 clusters Score -1.326609e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13266074.000000 Penalty: 3755.140381
	Iteration 38Q: 3 clusters Score -1.326607e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -13266086.000000 Penalty: 3755.140381
	Iteration 39Q: 3 clusters Score -1.326609e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -13266096.000000 Penalty: 3755.140381
	Iteration 40F: 3 clusters Score -1.32661e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13266105.000000 Penalty: 3755.140381
	Iteration 41Q: 3 clusters Score -1.32661e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13266104.000000 Penalty: 3755.140381
	Iteration 42Q: 3 clusters Score -1.32661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -13266090.000000 Penalty: 3755.140381
	Iteration 43Q: 3 clusters Score -1.326609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13266119.000000 Penalty: 3755.140381
	Iteration 44Q: 3 clusters Score -1.326612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13266098.000000 Penalty: 3755.140381
	Iteration 45Q: 3 clusters Score -1.32661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103096 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -13266093.000000 Penalty: 3755.140381
	Iteration 46Q: 3 clusters Score -1.326609e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13266084.000000 Penalty: 3755.140381
	Iteration 47Q: 3 clusters Score -1.326608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103162 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -13266096.000000 Penalty: 3755.140381
	Iteration 48Q: 3 clusters Score -1.32661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13266095.000000 Penalty: 3755.140381
	Iteration 49Q: 3 clusters Score -1.32661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103234 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13266097.000000 Penalty: 3755.140381
	Iteration 50Q: 3 clusters Score -1.32661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13266093.000000 Penalty: 3755.140381
	Iteration 51Q: 3 clusters Score -1.326609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13266095.000000 Penalty: 3755.140381
	Iteration 52Q: 3 clusters Score -1.32661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103289 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13266085.000000 Penalty: 3755.140381
	Iteration 53Q: 3 clusters Score -1.326608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103301 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13266068.000000 Penalty: 3755.140381
	Iteration 54Q: 3 clusters Score -1.326607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13266074.000000 Penalty: 3755.140381
	Iteration 55Q: 3 clusters Score -1.326607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -13266067.000000 Penalty: 3755.140381
	Iteration 56Q: 3 clusters Score -1.326607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13266064.000000 Penalty: 3755.140381
	Iteration 57Q: 3 clusters Score -1.326606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13266077.000000 Penalty: 3755.140381
	Iteration 58Q: 3 clusters Score -1.326608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13266079.000000 Penalty: 3755.140381
	Iteration 59Q: 3 clusters Score -1.326608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -13266068.000000 Penalty: 3755.140381
	Iteration 60F: 3 clusters Score -1.326607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13266077.000000 Penalty: 3755.140381
	Iteration 61Q: 3 clusters Score -1.326608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13266069.000000 Penalty: 3755.140381
	Iteration 62Q: 3 clusters Score -1.326607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13266068.000000 Penalty: 3755.140381
	Iteration 63Q: 3 clusters Score -1.326607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13266064.000000 Penalty: 3755.140381
	Iteration 64Q: 3 clusters Score -1.326606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103409 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -13266061.000000 Penalty: 3755.140381
	Iteration 65Q: 3 clusters Score -1.326606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13266057.000000 Penalty: 3755.140381
	Iteration 66Q: 3 clusters Score -1.326606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13266056.000000 Penalty: 3755.140381
	Iteration 67Q: 3 clusters Score -1.326606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13266047.000000 Penalty: 3755.140381
	Iteration 68Q: 3 clusters Score -1.326605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13266055.000000 Penalty: 3755.140381
	Iteration 69Q: 3 clusters Score -1.326606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13266050.000000 Penalty: 3755.140381
	Iteration 70Q: 3 clusters Score -1.326605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13266050.000000 Penalty: 3755.140381
	Iteration 71F: 3 clusters Score -1.326605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12063.934570 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12063.93 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12461.182617 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12461.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12679.432617 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -12679.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12735.742188 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -12735.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12749.970703 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -12749.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12763.356445 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -12763.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12800.929688 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -12800.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12817.638672 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -12817.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12825.320312 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -12825.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12833.757812 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -12833.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12836.002930 Penalty: 1877.736938
	Iteration 10Q: 3 clusters Score -12836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12836.381836 Penalty: 1877.736938
	Iteration 11F: 3 clusters Score -12836.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12888.451172 Penalty: 1877.736938
	Iteration 12Q: 3 clusters Score -12888.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12889.533203 Penalty: 1877.736938
	Iteration 13Q: 3 clusters Score -12889.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12889.533203 Penalty: 1877.736938
	Iteration 14F: 3 clusters Score -12889.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104222 members 
Mstep: Class 5 contains 129 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 107992 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114830 members 
Mstep: Class 13 contains 41825 members 
Mstep: Class 14 contains 109944 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 46228 members 
Mstep: Class 19 contains 5792 members 
Entering Unmasked Estep 
Score: -72814840.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72816008.000000 to -72814840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Entering Unmasked Estep 
Score: -2142159.000000 Penalty: 1583.879517
	Iteration 0F: 2 clusters Score -2142159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2130450.000000 Penalty: 3167.759033
	Iteration 0F: 3 clusters Score -2130450 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2134619.250000 Penalty: 3167.759033
	Iteration 1F: 3 clusters Score -2134619 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2134878.000000 Penalty: 3167.759033
	Iteration 2Q: 3 clusters Score -2134878 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2135119.750000 Penalty: 3167.759033
	Iteration 3Q: 3 clusters Score -2135120 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2135378.500000 Penalty: 3167.759033
	Iteration 4Q: 3 clusters Score -2135378 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2135656.750000 Penalty: 3167.759033
	Iteration 5Q: 3 clusters Score -2135657 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2135998.500000 Penalty: 3167.759033
	Iteration 6Q: 3 clusters Score -2135998 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2136484.250000 Penalty: 3167.759033
	Iteration 7F: 3 clusters Score -2136484 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2137118.250000 Penalty: 3167.759033
	Iteration 8F: 3 clusters Score -2137118 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2137873.750000 Penalty: 3167.759033
	Iteration 9F: 3 clusters Score -2137874 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2138646.000000 Penalty: 3167.759033
	Iteration 10F: 3 clusters Score -2138646 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2139295.500000 Penalty: 3167.759033
	Iteration 11Q: 3 clusters Score -2139296 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2139828.000000 Penalty: 3167.759033
	Iteration 12Q: 3 clusters Score -2139828 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2140144.750000 Penalty: 3167.759033
	Iteration 13Q: 3 clusters Score -2140145 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2140300.250000 Penalty: 3167.759033
	Iteration 14Q: 3 clusters Score -2140300 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2140407.750000 Penalty: 3167.759033
	Iteration 15Q: 3 clusters Score -2140408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2140492.000000 Penalty: 3167.759033
	Iteration 16Q: 3 clusters Score -2140492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2140545.500000 Penalty: 3167.759033
	Iteration 17Q: 3 clusters Score -2140546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2140588.250000 Penalty: 3167.759033
	Iteration 18Q: 3 clusters Score -2140588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2140606.500000 Penalty: 3167.759033
	Iteration 19Q: 3 clusters Score -2140606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2140632.000000 Penalty: 3167.759033
	Iteration 20F: 3 clusters Score -2140632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2140650.000000 Penalty: 3167.759033
	Iteration 21Q: 3 clusters Score -2140650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2140658.000000 Penalty: 3167.759033
	Iteration 22Q: 3 clusters Score -2140658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2140665.750000 Penalty: 3167.759033
	Iteration 23Q: 3 clusters Score -2140666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2140675.750000 Penalty: 3167.759033
	Iteration 24Q: 3 clusters Score -2140676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2140686.250000 Penalty: 3167.759033
	Iteration 25Q: 3 clusters Score -2140686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2140700.500000 Penalty: 3167.759033
	Iteration 26Q: 3 clusters Score -2140700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2140717.250000 Penalty: 3167.759033
	Iteration 27Q: 3 clusters Score -2140717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2140732.500000 Penalty: 3167.759033
	Iteration 28Q: 3 clusters Score -2140732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2140753.250000 Penalty: 3167.759033
	Iteration 29Q: 3 clusters Score -2140753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2140762.750000 Penalty: 3167.759033
	Iteration 30Q: 3 clusters Score -2140763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2140773.750000 Penalty: 3167.759033
	Iteration 31Q: 3 clusters Score -2140774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2140786.000000 Penalty: 3167.759033
	Iteration 32Q: 3 clusters Score -2140786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2140793.000000 Penalty: 3167.759033
	Iteration 33Q: 3 clusters Score -2140793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2140794.500000 Penalty: 3167.759033
	Iteration 34Q: 3 clusters Score -2140794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2140799.250000 Penalty: 3167.759033
	Iteration 35Q: 3 clusters Score -2140799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2140800.750000 Penalty: 3167.759033
	Iteration 36Q: 3 clusters Score -2140801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2140801.750000 Penalty: 3167.759033
	Iteration 37Q: 3 clusters Score -2140802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2140806.000000 Penalty: 3167.759033
	Iteration 38Q: 3 clusters Score -2140806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2140809.750000 Penalty: 3167.759033
	Iteration 39Q: 3 clusters Score -2140810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2140814.250000 Penalty: 3167.759033
	Iteration 40F: 3 clusters Score -2140814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2140815.500000 Penalty: 3167.759033
	Iteration 41Q: 3 clusters Score -2140816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2140815.250000 Penalty: 3167.759033
	Iteration 42Q: 3 clusters Score -2140815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2140816.750000 Penalty: 3167.759033
	Iteration 43Q: 3 clusters Score -2140817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2140818.250000 Penalty: 3167.759033
	Iteration 44Q: 3 clusters Score -2140818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2140818.750000 Penalty: 3167.759033
	Iteration 45Q: 3 clusters Score -2140819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2140818.500000 Penalty: 3167.759033
	Iteration 46Q: 3 clusters Score -2140818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2140818.500000 Penalty: 3167.759033
	Iteration 47F: 3 clusters Score -2140818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -325184.750000 Penalty: 1281.976196
	Iteration 0F: 2 clusters Score -325184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -322703.906250 Penalty: 2563.952393
	Iteration 0F: 3 clusters Score -322703.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -323271.625000 Penalty: 2563.952393
	Iteration 1F: 3 clusters Score -323271.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -323460.187500 Penalty: 2563.952393
	Iteration 2F: 3 clusters Score -323460.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -323613.656250 Penalty: 2563.952393
	Iteration 3F: 3 clusters Score -323613.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -323770.875000 Penalty: 2563.952393
	Iteration 4F: 3 clusters Score -323770.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -323957.468750 Penalty: 2563.952393
	Iteration 5F: 3 clusters Score -323957.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -324164.187500 Penalty: 2563.952393
	Iteration 6F: 3 clusters Score -324164.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -324327.437500 Penalty: 2563.952393
	Iteration 7Q: 3 clusters Score -324327.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -324421.687500 Penalty: 2563.952393
	Iteration 8Q: 3 clusters Score -324421.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -324464.062500 Penalty: 2563.952393
	Iteration 9Q: 3 clusters Score -324464.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -324492.906250 Penalty: 2563.952393
	Iteration 10Q: 3 clusters Score -324492.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -324508.718750 Penalty: 2563.952393
	Iteration 11Q: 3 clusters Score -324508.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -324518.093750 Penalty: 2563.952393
	Iteration 12Q: 3 clusters Score -324518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -324520.375000 Penalty: 2563.952393
	Iteration 13Q: 3 clusters Score -324520.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -324523.562500 Penalty: 2563.952393
	Iteration 14Q: 3 clusters Score -324523.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -324525.281250 Penalty: 2563.952393
	Iteration 15Q: 3 clusters Score -324525.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -324525.562500 Penalty: 2563.952393
	Iteration 16Q: 3 clusters Score -324525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -324526.062500 Penalty: 2563.952393
	Iteration 17Q: 3 clusters Score -324526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -324526.187500 Penalty: 2563.952393
	Iteration 18Q: 3 clusters Score -324526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -324526.187500 Penalty: 2563.952393
	Iteration 19F: 3 clusters Score -324526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107992 members 
Entering Unmasked Estep 
Score: -13772610.000000 Penalty: 1883.344482
	Iteration 0F: 2 clusters Score -1.377261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -13703813.000000 Penalty: 3766.688965
	Iteration 0F: 3 clusters Score -1.370381e+07 nChanged 51706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -13734280.000000 Penalty: 3766.688965
	Iteration 1F: 3 clusters Score -1.373428e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -13735675.000000 Penalty: 3766.688965
	Iteration 2Q: 3 clusters Score -1.373568e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -13737799.000000 Penalty: 3766.688965
	Iteration 3Q: 3 clusters Score -1.37378e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -13741422.000000 Penalty: 3766.688965
	Iteration 4F: 3 clusters Score -1.374142e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -13746911.000000 Penalty: 3766.688965
	Iteration 5F: 3 clusters Score -1.374691e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -13753684.000000 Penalty: 3766.688965
	Iteration 6F: 3 clusters Score -1.375368e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -13759192.000000 Penalty: 3766.688965
	Iteration 7F: 3 clusters Score -1.375919e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -13761585.000000 Penalty: 3766.688965
	Iteration 8F: 3 clusters Score -1.376158e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -13762388.000000 Penalty: 3766.688965
	Iteration 9Q: 3 clusters Score -1.376239e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -13762928.000000 Penalty: 3766.688965
	Iteration 10Q: 3 clusters Score -1.376293e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -13763246.000000 Penalty: 3766.688965
	Iteration 11Q: 3 clusters Score -1.376325e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -13763618.000000 Penalty: 3766.688965
	Iteration 12Q: 3 clusters Score -1.376362e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -13763850.000000 Penalty: 3766.688965
	Iteration 13Q: 3 clusters Score -1.376385e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -13764161.000000 Penalty: 3766.688965
	Iteration 14Q: 3 clusters Score -1.376416e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -13764418.000000 Penalty: 3766.688965
	Iteration 15Q: 3 clusters Score -1.376442e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -13764651.000000 Penalty: 3766.688965
	Iteration 16Q: 3 clusters Score -1.376465e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -13764866.000000 Penalty: 3766.688965
	Iteration 17Q: 3 clusters Score -1.376487e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -13765004.000000 Penalty: 3766.688965
	Iteration 18Q: 3 clusters Score -1.3765e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -13765132.000000 Penalty: 3766.688965
	Iteration 19Q: 3 clusters Score -1.376513e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -13765226.000000 Penalty: 3766.688965
	Iteration 20F: 3 clusters Score -1.376523e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -13765275.000000 Penalty: 3766.688965
	Iteration 21Q: 3 clusters Score -1.376528e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -13765299.000000 Penalty: 3766.688965
	Iteration 22Q: 3 clusters Score -1.37653e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -13765382.000000 Penalty: 3766.688965
	Iteration 23Q: 3 clusters Score -1.376538e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -13765429.000000 Penalty: 3766.688965
	Iteration 24Q: 3 clusters Score -1.376543e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -13765456.000000 Penalty: 3766.688965
	Iteration 25Q: 3 clusters Score -1.376546e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -13765481.000000 Penalty: 3766.688965
	Iteration 26Q: 3 clusters Score -1.376548e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -13765511.000000 Penalty: 3766.688965
	Iteration 27Q: 3 clusters Score -1.376551e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -13765503.000000 Penalty: 3766.688965
	Iteration 28Q: 3 clusters Score -1.37655e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -13765549.000000 Penalty: 3766.688965
	Iteration 29Q: 3 clusters Score -1.376555e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -13765525.000000 Penalty: 3766.688965
	Iteration 30Q: 3 clusters Score -1.376552e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -13765513.000000 Penalty: 3766.688965
	Iteration 31Q: 3 clusters Score -1.376551e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -13765517.000000 Penalty: 3766.688965
	Iteration 32Q: 3 clusters Score -1.376552e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -13765522.000000 Penalty: 3766.688965
	Iteration 33Q: 3 clusters Score -1.376552e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -13765527.000000 Penalty: 3766.688965
	Iteration 34Q: 3 clusters Score -1.376553e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -13765507.000000 Penalty: 3766.688965
	Iteration 35Q: 3 clusters Score -1.376551e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -13765509.000000 Penalty: 3766.688965
	Iteration 36Q: 3 clusters Score -1.376551e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -13765507.000000 Penalty: 3766.688965
	Iteration 37Q: 3 clusters Score -1.376551e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -13765485.000000 Penalty: 3766.688965
	Iteration 38Q: 3 clusters Score -1.376548e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -13765482.000000 Penalty: 3766.688965
	Iteration 39Q: 3 clusters Score -1.376548e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -13765503.000000 Penalty: 3766.688965
	Iteration 40F: 3 clusters Score -1.37655e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -13765533.000000 Penalty: 3766.688965
	Iteration 41Q: 3 clusters Score -1.376553e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -13765499.000000 Penalty: 3766.688965
	Iteration 42Q: 3 clusters Score -1.37655e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -13765506.000000 Penalty: 3766.688965
	Iteration 43Q: 3 clusters Score -1.376551e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -13765519.000000 Penalty: 3766.688965
	Iteration 44Q: 3 clusters Score -1.376552e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -13765541.000000 Penalty: 3766.688965
	Iteration 45Q: 3 clusters Score -1.376554e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -13765533.000000 Penalty: 3766.688965
	Iteration 46Q: 3 clusters Score -1.376553e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -13765568.000000 Penalty: 3766.688965
	Iteration 47Q: 3 clusters Score -1.376557e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -13765577.000000 Penalty: 3766.688965
	Iteration 48Q: 3 clusters Score -1.376558e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -13765586.000000 Penalty: 3766.688965
	Iteration 49Q: 3 clusters Score -1.376559e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -13765575.000000 Penalty: 3766.688965
	Iteration 50Q: 3 clusters Score -1.376558e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -13765582.000000 Penalty: 3766.688965
	Iteration 51Q: 3 clusters Score -1.376558e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -13765567.000000 Penalty: 3766.688965
	Iteration 52Q: 3 clusters Score -1.376557e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -13765583.000000 Penalty: 3766.688965
	Iteration 53Q: 3 clusters Score -1.376558e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -13765582.000000 Penalty: 3766.688965
	Iteration 54Q: 3 clusters Score -1.376558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -13765580.000000 Penalty: 3766.688965
	Iteration 55Q: 3 clusters Score -1.376558e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -13765608.000000 Penalty: 3766.688965
	Iteration 56Q: 3 clusters Score -1.376561e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -13765605.000000 Penalty: 3766.688965
	Iteration 57Q: 3 clusters Score -1.37656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -13765593.000000 Penalty: 3766.688965
	Iteration 58Q: 3 clusters Score -1.376559e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -13765580.000000 Penalty: 3766.688965
	Iteration 59Q: 3 clusters Score -1.376558e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -13765585.000000 Penalty: 3766.688965
	Iteration 60F: 3 clusters Score -1.376558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -13765587.000000 Penalty: 3766.688965
	Iteration 61Q: 3 clusters Score -1.376559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 60946 members 
Entering Unmasked Estep 
Score: -13765553.000000 Penalty: 3766.688965
	Iteration 62Q: 3 clusters Score -1.376555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -13765542.000000 Penalty: 3766.688965
	Iteration 63Q: 3 clusters Score -1.376554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -13765546.000000 Penalty: 3766.688965
	Iteration 64Q: 3 clusters Score -1.376555e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -13765568.000000 Penalty: 3766.688965
	Iteration 65Q: 3 clusters Score -1.376557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -13765547.000000 Penalty: 3766.688965
	Iteration 66Q: 3 clusters Score -1.376555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -13765560.000000 Penalty: 3766.688965
	Iteration 67Q: 3 clusters Score -1.376556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -13765577.000000 Penalty: 3766.688965
	Iteration 68Q: 3 clusters Score -1.376558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -13765573.000000 Penalty: 3766.688965
	Iteration 69Q: 3 clusters Score -1.376557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -13765575.000000 Penalty: 3766.688965
	Iteration 70Q: 3 clusters Score -1.376558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -13765570.000000 Penalty: 3766.688965
	Iteration 71Q: 3 clusters Score -1.376557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -13765565.000000 Penalty: 3766.688965
	Iteration 72Q: 3 clusters Score -1.376556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -13765571.000000 Penalty: 3766.688965
	Iteration 73Q: 3 clusters Score -1.376557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -13765560.000000 Penalty: 3766.688965
	Iteration 74Q: 3 clusters Score -1.376556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -13765583.000000 Penalty: 3766.688965
	Iteration 75Q: 3 clusters Score -1.376558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -13765581.000000 Penalty: 3766.688965
	Iteration 76Q: 3 clusters Score -1.376558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -13765583.000000 Penalty: 3766.688965
	Iteration 77Q: 3 clusters Score -1.376558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -13765576.000000 Penalty: 3766.688965
	Iteration 78Q: 3 clusters Score -1.376558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -13765564.000000 Penalty: 3766.688965
	Iteration 79Q: 3 clusters Score -1.376556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -13765579.000000 Penalty: 3766.688965
	Iteration 80F: 3 clusters Score -1.376558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -13765582.000000 Penalty: 3766.688965
	Iteration 81Q: 3 clusters Score -1.376558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -13765578.000000 Penalty: 3766.688965
	Iteration 82Q: 3 clusters Score -1.376558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -13765580.000000 Penalty: 3766.688965
	Iteration 83Q: 3 clusters Score -1.376558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -13765583.000000 Penalty: 3766.688965
	Iteration 84Q: 3 clusters Score -1.376558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -13765586.000000 Penalty: 3766.688965
	Iteration 85Q: 3 clusters Score -1.376559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -13765583.000000 Penalty: 3766.688965
	Iteration 86Q: 3 clusters Score -1.376558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -13765582.000000 Penalty: 3766.688965
	Iteration 87Q: 3 clusters Score -1.376558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -13765588.000000 Penalty: 3766.688965
	Iteration 88Q: 3 clusters Score -1.376559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -13765588.000000 Penalty: 3766.688965
	Iteration 89F: 3 clusters Score -1.376559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Entering Unmasked Estep 
Score: -1970487.000000 Penalty: 1566.242310
	Iteration 0F: 2 clusters Score -1970487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1959775.000000 Penalty: 3132.484619
	Iteration 0F: 3 clusters Score -1959775 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1963540.750000 Penalty: 3132.484619
	Iteration 1F: 3 clusters Score -1963541 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1963804.750000 Penalty: 3132.484619
	Iteration 2F: 3 clusters Score -1963805 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1964038.625000 Penalty: 3132.484619
	Iteration 3Q: 3 clusters Score -1964039 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1964259.625000 Penalty: 3132.484619
	Iteration 4Q: 3 clusters Score -1964260 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1964460.750000 Penalty: 3132.484619
	Iteration 5Q: 3 clusters Score -1964461 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1964734.000000 Penalty: 3132.484619
	Iteration 6Q: 3 clusters Score -1964734 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1965147.375000 Penalty: 3132.484619
	Iteration 7Q: 3 clusters Score -1965147 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1965711.750000 Penalty: 3132.484619
	Iteration 8F: 3 clusters Score -1965712 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1966379.875000 Penalty: 3132.484619
	Iteration 9F: 3 clusters Score -1966380 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1967172.875000 Penalty: 3132.484619
	Iteration 10F: 3 clusters Score -1967173 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1967905.250000 Penalty: 3132.484619
	Iteration 11F: 3 clusters Score -1967905 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1968445.375000 Penalty: 3132.484619
	Iteration 12Q: 3 clusters Score -1968445 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1968712.875000 Penalty: 3132.484619
	Iteration 13Q: 3 clusters Score -1968713 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1968864.500000 Penalty: 3132.484619
	Iteration 14Q: 3 clusters Score -1968864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1968956.250000 Penalty: 3132.484619
	Iteration 15Q: 3 clusters Score -1968956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1969018.000000 Penalty: 3132.484619
	Iteration 16Q: 3 clusters Score -1969018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1969045.500000 Penalty: 3132.484619
	Iteration 17Q: 3 clusters Score -1969046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1969065.875000 Penalty: 3132.484619
	Iteration 18Q: 3 clusters Score -1969066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1969084.125000 Penalty: 3132.484619
	Iteration 19Q: 3 clusters Score -1969084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1969101.750000 Penalty: 3132.484619
	Iteration 20F: 3 clusters Score -1969102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1969130.125000 Penalty: 3132.484619
	Iteration 21Q: 3 clusters Score -1969130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1969139.875000 Penalty: 3132.484619
	Iteration 22Q: 3 clusters Score -1969140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1969149.625000 Penalty: 3132.484619
	Iteration 23Q: 3 clusters Score -1969150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1969155.750000 Penalty: 3132.484619
	Iteration 24Q: 3 clusters Score -1969156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1969163.375000 Penalty: 3132.484619
	Iteration 25Q: 3 clusters Score -1969163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1969167.875000 Penalty: 3132.484619
	Iteration 26Q: 3 clusters Score -1969168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1969173.125000 Penalty: 3132.484619
	Iteration 27Q: 3 clusters Score -1969173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1969175.250000 Penalty: 3132.484619
	Iteration 28Q: 3 clusters Score -1969175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1969175.250000 Penalty: 3132.484619
	Iteration 29F: 3 clusters Score -1969175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51161.730469 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51161.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51259.097656 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51259.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51285.015625 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51285.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51288.531250 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51288.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51297.398438 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51302.699219 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -51302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51303.707031 Penalty: 1878.741699
	Iteration 6Q: 3 clusters Score -51303.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51303.707031 Penalty: 1878.741699
	Iteration 7F: 3 clusters Score -51303.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114830 members 
Entering Unmasked Estep 
Score: -14671659.000000 Penalty: 1893.321289
	Iteration 0F: 2 clusters Score -1.467166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -14601636.000000 Penalty: 3786.642578
	Iteration 0F: 3 clusters Score -1.460164e+07 nChanged 55093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -14633525.000000 Penalty: 3786.642578
	Iteration 1F: 3 clusters Score -1.463352e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -14634291.000000 Penalty: 3786.642578
	Iteration 2Q: 3 clusters Score -1.463429e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -14635206.000000 Penalty: 3786.642578
	Iteration 3Q: 3 clusters Score -1.463521e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -14636472.000000 Penalty: 3786.642578
	Iteration 4Q: 3 clusters Score -1.463647e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -14638460.000000 Penalty: 3786.642578
	Iteration 5Q: 3 clusters Score -1.463846e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -14641228.000000 Penalty: 3786.642578
	Iteration 6Q: 3 clusters Score -1.464123e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -14645317.000000 Penalty: 3786.642578
	Iteration 7F: 3 clusters Score -1.464532e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -14650985.000000 Penalty: 3786.642578
	Iteration 8F: 3 clusters Score -1.465098e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -14657070.000000 Penalty: 3786.642578
	Iteration 9F: 3 clusters Score -1.465707e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -14661105.000000 Penalty: 3786.642578
	Iteration 10F: 3 clusters Score -1.46611e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -14662629.000000 Penalty: 3786.642578
	Iteration 11Q: 3 clusters Score -1.466263e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -14663125.000000 Penalty: 3786.642578
	Iteration 12Q: 3 clusters Score -1.466312e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -14663609.000000 Penalty: 3786.642578
	Iteration 13Q: 3 clusters Score -1.466361e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -14663973.000000 Penalty: 3786.642578
	Iteration 14Q: 3 clusters Score -1.466397e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -14664443.000000 Penalty: 3786.642578
	Iteration 15Q: 3 clusters Score -1.466444e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -14664896.000000 Penalty: 3786.642578
	Iteration 16Q: 3 clusters Score -1.46649e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
Score: -14665471.000000 Penalty: 3786.642578
	Iteration 17Q: 3 clusters Score -1.466547e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -14665984.000000 Penalty: 3786.642578
	Iteration 18Q: 3 clusters Score -1.466598e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -14666485.000000 Penalty: 3786.642578
	Iteration 19Q: 3 clusters Score -1.466648e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -14666863.000000 Penalty: 3786.642578
	Iteration 20F: 3 clusters Score -1.466686e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -14667216.000000 Penalty: 3786.642578
	Iteration 21Q: 3 clusters Score -1.466722e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -14667396.000000 Penalty: 3786.642578
	Iteration 22Q: 3 clusters Score -1.46674e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -14667551.000000 Penalty: 3786.642578
	Iteration 23Q: 3 clusters Score -1.466755e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -14667736.000000 Penalty: 3786.642578
	Iteration 24Q: 3 clusters Score -1.466774e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -14667817.000000 Penalty: 3786.642578
	Iteration 25Q: 3 clusters Score -1.466782e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -14667901.000000 Penalty: 3786.642578
	Iteration 26Q: 3 clusters Score -1.46679e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -14668050.000000 Penalty: 3786.642578
	Iteration 27Q: 3 clusters Score -1.466805e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -14668126.000000 Penalty: 3786.642578
	Iteration 28Q: 3 clusters Score -1.466813e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -14668115.000000 Penalty: 3786.642578
	Iteration 29Q: 3 clusters Score -1.466812e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -14668080.000000 Penalty: 3786.642578
	Iteration 30Q: 3 clusters Score -1.466808e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -14668094.000000 Penalty: 3786.642578
	Iteration 31Q: 3 clusters Score -1.466809e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -14668115.000000 Penalty: 3786.642578
	Iteration 32Q: 3 clusters Score -1.466812e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -14668119.000000 Penalty: 3786.642578
	Iteration 33Q: 3 clusters Score -1.466812e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -14668076.000000 Penalty: 3786.642578
	Iteration 34Q: 3 clusters Score -1.466808e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -14668130.000000 Penalty: 3786.642578
	Iteration 35Q: 3 clusters Score -1.466813e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -14668115.000000 Penalty: 3786.642578
	Iteration 36Q: 3 clusters Score -1.466812e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 66572 members 
Entering Unmasked Estep 
Score: -14668101.000000 Penalty: 3786.642578
	Iteration 37Q: 3 clusters Score -1.46681e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -14668122.000000 Penalty: 3786.642578
	Iteration 38Q: 3 clusters Score -1.466812e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -14668143.000000 Penalty: 3786.642578
	Iteration 39Q: 3 clusters Score -1.466814e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -14668129.000000 Penalty: 3786.642578
	Iteration 40F: 3 clusters Score -1.466813e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -14668150.000000 Penalty: 3786.642578
	Iteration 41Q: 3 clusters Score -1.466815e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -14668165.000000 Penalty: 3786.642578
	Iteration 42Q: 3 clusters Score -1.466816e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -14668159.000000 Penalty: 3786.642578
	Iteration 43Q: 3 clusters Score -1.466816e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -14668158.000000 Penalty: 3786.642578
	Iteration 44Q: 3 clusters Score -1.466816e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -14668139.000000 Penalty: 3786.642578
	Iteration 45Q: 3 clusters Score -1.466814e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -14668131.000000 Penalty: 3786.642578
	Iteration 46Q: 3 clusters Score -1.466813e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -14668154.000000 Penalty: 3786.642578
	Iteration 47Q: 3 clusters Score -1.466815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -14668147.000000 Penalty: 3786.642578
	Iteration 48Q: 3 clusters Score -1.466815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -14668154.000000 Penalty: 3786.642578
	Iteration 49Q: 3 clusters Score -1.466815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -14668171.000000 Penalty: 3786.642578
	Iteration 50Q: 3 clusters Score -1.466817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -14668161.000000 Penalty: 3786.642578
	Iteration 51Q: 3 clusters Score -1.466816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -14668152.000000 Penalty: 3786.642578
	Iteration 52Q: 3 clusters Score -1.466815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -14668151.000000 Penalty: 3786.642578
	Iteration 53Q: 3 clusters Score -1.466815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -14668162.000000 Penalty: 3786.642578
	Iteration 54Q: 3 clusters Score -1.466816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -14668157.000000 Penalty: 3786.642578
	Iteration 55Q: 3 clusters Score -1.466816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -14668164.000000 Penalty: 3786.642578
	Iteration 56Q: 3 clusters Score -1.466816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -14668170.000000 Penalty: 3786.642578
	Iteration 57Q: 3 clusters Score -1.466817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -14668173.000000 Penalty: 3786.642578
	Iteration 58Q: 3 clusters Score -1.466817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -14668169.000000 Penalty: 3786.642578
	Iteration 59Q: 3 clusters Score -1.466817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -14668165.000000 Penalty: 3786.642578
	Iteration 60F: 3 clusters Score -1.466816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -14668166.000000 Penalty: 3786.642578
	Iteration 61Q: 3 clusters Score -1.466817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -14668157.000000 Penalty: 3786.642578
	Iteration 62Q: 3 clusters Score -1.466816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -14668160.000000 Penalty: 3786.642578
	Iteration 63Q: 3 clusters Score -1.466816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -14668164.000000 Penalty: 3786.642578
	Iteration 64Q: 3 clusters Score -1.466816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -14668164.000000 Penalty: 3786.642578
	Iteration 65F: 3 clusters Score -1.466816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Entering Unmasked Estep 
Score: -5374236.000000 Penalty: 1729.203125
	Iteration 0F: 2 clusters Score -5374236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5346235.000000 Penalty: 3458.406250
	Iteration 0F: 3 clusters Score -5346235 nChanged 19530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5357511.500000 Penalty: 3458.406250
	Iteration 1F: 3 clusters Score -5357512 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -5358298.500000 Penalty: 3458.406250
	Iteration 2Q: 3 clusters Score -5358298 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -5359217.500000 Penalty: 3458.406250
	Iteration 3Q: 3 clusters Score -5359218 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5360544.000000 Penalty: 3458.406250
	Iteration 4F: 3 clusters Score -5360544 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -5362308.000000 Penalty: 3458.406250
	Iteration 5F: 3 clusters Score -5362308 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -5364459.000000 Penalty: 3458.406250
	Iteration 6F: 3 clusters Score -5364459 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -5366603.500000 Penalty: 3458.406250
	Iteration 7F: 3 clusters Score -5366604 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -5368077.500000 Penalty: 3458.406250
	Iteration 8F: 3 clusters Score -5368078 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5368820.000000 Penalty: 3458.406250
	Iteration 9Q: 3 clusters Score -5368820 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -5369153.500000 Penalty: 3458.406250
	Iteration 10Q: 3 clusters Score -5369154 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -5369400.000000 Penalty: 3458.406250
	Iteration 11Q: 3 clusters Score -5369400 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -5369569.500000 Penalty: 3458.406250
	Iteration 12Q: 3 clusters Score -5369570 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -5369713.500000 Penalty: 3458.406250
	Iteration 13Q: 3 clusters Score -5369714 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5369847.500000 Penalty: 3458.406250
	Iteration 14Q: 3 clusters Score -5369848 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5369949.000000 Penalty: 3458.406250
	Iteration 15Q: 3 clusters Score -5369949 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -5370053.000000 Penalty: 3458.406250
	Iteration 16Q: 3 clusters Score -5370053 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -5370176.000000 Penalty: 3458.406250
	Iteration 17Q: 3 clusters Score -5370176 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5370284.000000 Penalty: 3458.406250
	Iteration 18Q: 3 clusters Score -5370284 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5370379.000000 Penalty: 3458.406250
	Iteration 19Q: 3 clusters Score -5370379 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -5370474.000000 Penalty: 3458.406250
	Iteration 20F: 3 clusters Score -5370474 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -5370587.500000 Penalty: 3458.406250
	Iteration 21Q: 3 clusters Score -5370588 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -5370732.000000 Penalty: 3458.406250
	Iteration 22Q: 3 clusters Score -5370732 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -5370838.000000 Penalty: 3458.406250
	Iteration 23Q: 3 clusters Score -5370838 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -5370956.500000 Penalty: 3458.406250
	Iteration 24Q: 3 clusters Score -5370956 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -5371031.500000 Penalty: 3458.406250
	Iteration 25Q: 3 clusters Score -5371032 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -5371180.500000 Penalty: 3458.406250
	Iteration 26Q: 3 clusters Score -5371180 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -5371292.000000 Penalty: 3458.406250
	Iteration 27Q: 3 clusters Score -5371292 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -5371398.000000 Penalty: 3458.406250
	Iteration 28Q: 3 clusters Score -5371398 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -5371513.000000 Penalty: 3458.406250
	Iteration 29Q: 3 clusters Score -5371513 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -5371613.500000 Penalty: 3458.406250
	Iteration 30Q: 3 clusters Score -5371614 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -5371729.000000 Penalty: 3458.406250
	Iteration 31Q: 3 clusters Score -5371729 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -5371818.000000 Penalty: 3458.406250
	Iteration 32Q: 3 clusters Score -5371818 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5371917.000000 Penalty: 3458.406250
	Iteration 33Q: 3 clusters Score -5371917 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -5371997.500000 Penalty: 3458.406250
	Iteration 34Q: 3 clusters Score -5371998 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -5372066.000000 Penalty: 3458.406250
	Iteration 35Q: 3 clusters Score -5372066 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5372139.500000 Penalty: 3458.406250
	Iteration 36Q: 3 clusters Score -5372140 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5372225.000000 Penalty: 3458.406250
	Iteration 37Q: 3 clusters Score -5372225 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5372292.000000 Penalty: 3458.406250
	Iteration 38Q: 3 clusters Score -5372292 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -5372371.500000 Penalty: 3458.406250
	Iteration 39Q: 3 clusters Score -5372372 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5372446.500000 Penalty: 3458.406250
	Iteration 40F: 3 clusters Score -5372446 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5372521.000000 Penalty: 3458.406250
	Iteration 41Q: 3 clusters Score -5372521 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5372595.000000 Penalty: 3458.406250
	Iteration 42Q: 3 clusters Score -5372595 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -5372655.000000 Penalty: 3458.406250
	Iteration 43Q: 3 clusters Score -5372655 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -5372725.500000 Penalty: 3458.406250
	Iteration 44Q: 3 clusters Score -5372726 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5372753.000000 Penalty: 3458.406250
	Iteration 45Q: 3 clusters Score -5372753 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5372787.500000 Penalty: 3458.406250
	Iteration 46Q: 3 clusters Score -5372788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5372817.000000 Penalty: 3458.406250
	Iteration 47Q: 3 clusters Score -5372817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -5372839.500000 Penalty: 3458.406250
	Iteration 48Q: 3 clusters Score -5372840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5372849.500000 Penalty: 3458.406250
	Iteration 49Q: 3 clusters Score -5372850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5372859.000000 Penalty: 3458.406250
	Iteration 50Q: 3 clusters Score -5372859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -5372879.500000 Penalty: 3458.406250
	Iteration 51Q: 3 clusters Score -5372880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5372888.000000 Penalty: 3458.406250
	Iteration 52Q: 3 clusters Score -5372888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5372900.000000 Penalty: 3458.406250
	Iteration 53Q: 3 clusters Score -5372900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5372923.500000 Penalty: 3458.406250
	Iteration 54Q: 3 clusters Score -5372924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5372925.500000 Penalty: 3458.406250
	Iteration 55Q: 3 clusters Score -5372926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -5372929.500000 Penalty: 3458.406250
	Iteration 56Q: 3 clusters Score -5372930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5372944.000000 Penalty: 3458.406250
	Iteration 57Q: 3 clusters Score -5372944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -5372933.500000 Penalty: 3458.406250
	Iteration 58Q: 3 clusters Score -5372934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -5372937.500000 Penalty: 3458.406250
	Iteration 59Q: 3 clusters Score -5372938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5372939.500000 Penalty: 3458.406250
	Iteration 60F: 3 clusters Score -5372940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -5372943.000000 Penalty: 3458.406250
	Iteration 61Q: 3 clusters Score -5372943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5372943.000000 Penalty: 3458.406250
	Iteration 62Q: 3 clusters Score -5372943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -5372942.000000 Penalty: 3458.406250
	Iteration 63Q: 3 clusters Score -5372942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5372942.500000 Penalty: 3458.406250
	Iteration 64Q: 3 clusters Score -5372942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5372939.000000 Penalty: 3458.406250
	Iteration 65Q: 3 clusters Score -5372939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -5372944.500000 Penalty: 3458.406250
	Iteration 66Q: 3 clusters Score -5372944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -5372944.000000 Penalty: 3458.406250
	Iteration 67Q: 3 clusters Score -5372944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5372945.500000 Penalty: 3458.406250
	Iteration 68Q: 3 clusters Score -5372946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5372945.500000 Penalty: 3458.406250
	Iteration 69F: 3 clusters Score -5372946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109944 members 
Entering Unmasked Estep 
Score: -14228638.000000 Penalty: 1886.255493
	Iteration 0F: 2 clusters Score -1.422864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -14164022.000000 Penalty: 3772.510986
	Iteration 0F: 3 clusters Score -1.416402e+07 nChanged 52707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -14194189.000000 Penalty: 3772.510986
	Iteration 1F: 3 clusters Score -1.419419e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -14195036.000000 Penalty: 3772.510986
	Iteration 2Q: 3 clusters Score -1.419504e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -14196138.000000 Penalty: 3772.510986
	Iteration 3Q: 3 clusters Score -1.419614e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -14197648.000000 Penalty: 3772.510986
	Iteration 4Q: 3 clusters Score -1.419765e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -14199946.000000 Penalty: 3772.510986
	Iteration 5Q: 3 clusters Score -1.419995e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 67231 members 
Entering Unmasked Estep 
Score: -14203142.000000 Penalty: 3772.510986
	Iteration 6F: 3 clusters Score -1.420314e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -14206917.000000 Penalty: 3772.510986
	Iteration 7F: 3 clusters Score -1.420692e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -14210905.000000 Penalty: 3772.510986
	Iteration 8F: 3 clusters Score -1.42109e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -14214296.000000 Penalty: 3772.510986
	Iteration 9F: 3 clusters Score -1.42143e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -14216839.000000 Penalty: 3772.510986
	Iteration 10Q: 3 clusters Score -1.421684e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -14218934.000000 Penalty: 3772.510986
	Iteration 11Q: 3 clusters Score -1.421893e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -14220469.000000 Penalty: 3772.510986
	Iteration 12Q: 3 clusters Score -1.422047e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
Score: -14221539.000000 Penalty: 3772.510986
	Iteration 13Q: 3 clusters Score -1.422154e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -14222450.000000 Penalty: 3772.510986
	Iteration 14Q: 3 clusters Score -1.422245e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 97764 members 
Entering Unmasked Estep 
Score: -14223310.000000 Penalty: 3772.510986
	Iteration 15Q: 3 clusters Score -1.422331e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -14224089.000000 Penalty: 3772.510986
	Iteration 16Q: 3 clusters Score -1.422409e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 101461 members 
Entering Unmasked Estep 
Score: -14224969.000000 Penalty: 3772.510986
	Iteration 17Q: 3 clusters Score -1.422497e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -14225712.000000 Penalty: 3772.510986
	Iteration 18Q: 3 clusters Score -1.422571e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -14226206.000000 Penalty: 3772.510986
	Iteration 19Q: 3 clusters Score -1.422621e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -14226549.000000 Penalty: 3772.510986
	Iteration 20F: 3 clusters Score -1.422655e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 105749 members 
Entering Unmasked Estep 
Score: -14226830.000000 Penalty: 3772.510986
	Iteration 21Q: 3 clusters Score -1.422683e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
Score: -14227028.000000 Penalty: 3772.510986
	Iteration 22Q: 3 clusters Score -1.422703e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -14227132.000000 Penalty: 3772.510986
	Iteration 23Q: 3 clusters Score -1.422713e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -14227269.000000 Penalty: 3772.510986
	Iteration 24Q: 3 clusters Score -1.422727e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 107457 members 
Entering Unmasked Estep 
Score: -14227283.000000 Penalty: 3772.510986
	Iteration 25Q: 3 clusters Score -1.422728e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 107709 members 
Entering Unmasked Estep 
Score: -14227317.000000 Penalty: 3772.510986
	Iteration 26Q: 3 clusters Score -1.422732e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -14227356.000000 Penalty: 3772.510986
	Iteration 27Q: 3 clusters Score -1.422736e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 108059 members 
Entering Unmasked Estep 
Score: -14227357.000000 Penalty: 3772.510986
	Iteration 28Q: 3 clusters Score -1.422736e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 108185 members 
Entering Unmasked Estep 
Score: -14227348.000000 Penalty: 3772.510986
	Iteration 29Q: 3 clusters Score -1.422735e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -14227378.000000 Penalty: 3772.510986
	Iteration 30Q: 3 clusters Score -1.422738e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 108376 members 
Entering Unmasked Estep 
Score: -14227408.000000 Penalty: 3772.510986
	Iteration 31Q: 3 clusters Score -1.422741e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -14227409.000000 Penalty: 3772.510986
	Iteration 32Q: 3 clusters Score -1.422741e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -14227430.000000 Penalty: 3772.510986
	Iteration 33Q: 3 clusters Score -1.422743e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 108534 members 
Entering Unmasked Estep 
Score: -14227432.000000 Penalty: 3772.510986
	Iteration 34Q: 3 clusters Score -1.422743e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -14227443.000000 Penalty: 3772.510986
	Iteration 35Q: 3 clusters Score -1.422744e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -14227423.000000 Penalty: 3772.510986
	Iteration 36Q: 3 clusters Score -1.422742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 108592 members 
Entering Unmasked Estep 
Score: -14227423.000000 Penalty: 3772.510986
	Iteration 37Q: 3 clusters Score -1.422742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -14227437.000000 Penalty: 3772.510986
	Iteration 38Q: 3 clusters Score -1.422744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -14227449.000000 Penalty: 3772.510986
	Iteration 39Q: 3 clusters Score -1.422745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -14227448.000000 Penalty: 3772.510986
	Iteration 40F: 3 clusters Score -1.422745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -14227463.000000 Penalty: 3772.510986
	Iteration 41Q: 3 clusters Score -1.422746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -14227453.000000 Penalty: 3772.510986
	Iteration 42Q: 3 clusters Score -1.422745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -14227457.000000 Penalty: 3772.510986
	Iteration 43Q: 3 clusters Score -1.422746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 108675 members 
Entering Unmasked Estep 
Score: -14227463.000000 Penalty: 3772.510986
	Iteration 44Q: 3 clusters Score -1.422746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -14227455.000000 Penalty: 3772.510986
	Iteration 45Q: 3 clusters Score -1.422746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 108689 members 
Entering Unmasked Estep 
Score: -14227477.000000 Penalty: 3772.510986
	Iteration 46Q: 3 clusters Score -1.422748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -14227473.000000 Penalty: 3772.510986
	Iteration 47Q: 3 clusters Score -1.422747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -14227462.000000 Penalty: 3772.510986
	Iteration 48Q: 3 clusters Score -1.422746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 108694 members 
Entering Unmasked Estep 
Score: -14227455.000000 Penalty: 3772.510986
	Iteration 49Q: 3 clusters Score -1.422746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -14227453.000000 Penalty: 3772.510986
	Iteration 50Q: 3 clusters Score -1.422745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -14227453.000000 Penalty: 3772.510986
	Iteration 51Q: 3 clusters Score -1.422745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 108707 members 
Entering Unmasked Estep 
Score: -14227457.000000 Penalty: 3772.510986
	Iteration 52Q: 3 clusters Score -1.422746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -14227456.000000 Penalty: 3772.510986
	Iteration 53Q: 3 clusters Score -1.422746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 108713 members 
Entering Unmasked Estep 
Score: -14227465.000000 Penalty: 3772.510986
	Iteration 54Q: 3 clusters Score -1.422746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -14227459.000000 Penalty: 3772.510986
	Iteration 55Q: 3 clusters Score -1.422746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -14227458.000000 Penalty: 3772.510986
	Iteration 56Q: 3 clusters Score -1.422746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -14227453.000000 Penalty: 3772.510986
	Iteration 57Q: 3 clusters Score -1.422745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -14227453.000000 Penalty: 3772.510986
	Iteration 58F: 3 clusters Score -1.422745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Entering Unmasked Estep 
Score: -1385413.500000 Penalty: 1507.249146
	Iteration 0F: 2 clusters Score -1385414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1377872.750000 Penalty: 3014.498291
	Iteration 0F: 3 clusters Score -1377873 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1380368.000000 Penalty: 3014.498291
	Iteration 1F: 3 clusters Score -1380368 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1380615.750000 Penalty: 3014.498291
	Iteration 2F: 3 clusters Score -1380616 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1380831.000000 Penalty: 3014.498291
	Iteration 3Q: 3 clusters Score -1380831 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1381006.500000 Penalty: 3014.498291
	Iteration 4Q: 3 clusters Score -1381006 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1381198.750000 Penalty: 3014.498291
	Iteration 5Q: 3 clusters Score -1381199 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1381412.875000 Penalty: 3014.498291
	Iteration 6Q: 3 clusters Score -1381413 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1381682.375000 Penalty: 3014.498291
	Iteration 7Q: 3 clusters Score -1381682 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1381960.750000 Penalty: 3014.498291
	Iteration 8Q: 3 clusters Score -1381961 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1382220.125000 Penalty: 3014.498291
	Iteration 9Q: 3 clusters Score -1382220 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1382458.750000 Penalty: 3014.498291
	Iteration 10Q: 3 clusters Score -1382459 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1382630.750000 Penalty: 3014.498291
	Iteration 11Q: 3 clusters Score -1382631 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1382765.000000 Penalty: 3014.498291
	Iteration 12Q: 3 clusters Score -1382765 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1382853.375000 Penalty: 3014.498291
	Iteration 13Q: 3 clusters Score -1382853 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1382908.500000 Penalty: 3014.498291
	Iteration 14Q: 3 clusters Score -1382908 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1382936.125000 Penalty: 3014.498291
	Iteration 15Q: 3 clusters Score -1382936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1382962.875000 Penalty: 3014.498291
	Iteration 16Q: 3 clusters Score -1382963 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1382974.625000 Penalty: 3014.498291
	Iteration 17Q: 3 clusters Score -1382975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1382988.000000 Penalty: 3014.498291
	Iteration 18Q: 3 clusters Score -1382988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1383001.750000 Penalty: 3014.498291
	Iteration 19Q: 3 clusters Score -1383002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1383007.125000 Penalty: 3014.498291
	Iteration 20F: 3 clusters Score -1383007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1383012.500000 Penalty: 3014.498291
	Iteration 21Q: 3 clusters Score -1383012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1383022.125000 Penalty: 3014.498291
	Iteration 22Q: 3 clusters Score -1383022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1383027.875000 Penalty: 3014.498291
	Iteration 23Q: 3 clusters Score -1383028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1383035.375000 Penalty: 3014.498291
	Iteration 24Q: 3 clusters Score -1383035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1383037.750000 Penalty: 3014.498291
	Iteration 25Q: 3 clusters Score -1383038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1383043.500000 Penalty: 3014.498291
	Iteration 26Q: 3 clusters Score -1383044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1383045.125000 Penalty: 3014.498291
	Iteration 27Q: 3 clusters Score -1383045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1383048.375000 Penalty: 3014.498291
	Iteration 28Q: 3 clusters Score -1383048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1383050.625000 Penalty: 3014.498291
	Iteration 29Q: 3 clusters Score -1383051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1383049.750000 Penalty: 3014.498291
	Iteration 30Q: 3 clusters Score -1383050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1383051.750000 Penalty: 3014.498291
	Iteration 31Q: 3 clusters Score -1383052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1383055.500000 Penalty: 3014.498291
	Iteration 32Q: 3 clusters Score -1383056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1383058.125000 Penalty: 3014.498291
	Iteration 33Q: 3 clusters Score -1383058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1383058.875000 Penalty: 3014.498291
	Iteration 34Q: 3 clusters Score -1383059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1383060.000000 Penalty: 3014.498291
	Iteration 35Q: 3 clusters Score -1383060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1383062.875000 Penalty: 3014.498291
	Iteration 36Q: 3 clusters Score -1383063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1383068.500000 Penalty: 3014.498291
	Iteration 37Q: 3 clusters Score -1383068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1383067.250000 Penalty: 3014.498291
	Iteration 38Q: 3 clusters Score -1383067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1383071.750000 Penalty: 3014.498291
	Iteration 39Q: 3 clusters Score -1383072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1383071.750000 Penalty: 3014.498291
	Iteration 40F: 3 clusters Score -1383072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1383072.375000 Penalty: 3014.498291
	Iteration 41Q: 3 clusters Score -1383072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1383073.000000 Penalty: 3014.498291
	Iteration 42Q: 3 clusters Score -1383073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1383070.500000 Penalty: 3014.498291
	Iteration 43Q: 3 clusters Score -1383070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1383071.250000 Penalty: 3014.498291
	Iteration 44Q: 3 clusters Score -1383071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1383073.875000 Penalty: 3014.498291
	Iteration 45Q: 3 clusters Score -1383074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1383073.250000 Penalty: 3014.498291
	Iteration 46Q: 3 clusters Score -1383073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1383072.125000 Penalty: 3014.498291
	Iteration 47Q: 3 clusters Score -1383072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1383073.500000 Penalty: 3014.498291
	Iteration 48Q: 3 clusters Score -1383074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1383074.750000 Penalty: 3014.498291
	Iteration 49Q: 3 clusters Score -1383075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1383077.500000 Penalty: 3014.498291
	Iteration 50Q: 3 clusters Score -1383078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1383075.000000 Penalty: 3014.498291
	Iteration 51Q: 3 clusters Score -1383075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1383082.375000 Penalty: 3014.498291
	Iteration 52Q: 3 clusters Score -1383082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1383086.000000 Penalty: 3014.498291
	Iteration 53Q: 3 clusters Score -1383086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1383090.375000 Penalty: 3014.498291
	Iteration 54Q: 3 clusters Score -1383090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1383096.000000 Penalty: 3014.498291
	Iteration 55Q: 3 clusters Score -1383096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1383097.500000 Penalty: 3014.498291
	Iteration 56Q: 3 clusters Score -1383098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1383100.125000 Penalty: 3014.498291
	Iteration 57Q: 3 clusters Score -1383100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1383101.875000 Penalty: 3014.498291
	Iteration 58Q: 3 clusters Score -1383102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1383108.000000 Penalty: 3014.498291
	Iteration 59Q: 3 clusters Score -1383108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1383108.500000 Penalty: 3014.498291
	Iteration 60F: 3 clusters Score -1383108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1383112.875000 Penalty: 3014.498291
	Iteration 61Q: 3 clusters Score -1383113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1383113.500000 Penalty: 3014.498291
	Iteration 62Q: 3 clusters Score -1383114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1383114.875000 Penalty: 3014.498291
	Iteration 63Q: 3 clusters Score -1383115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1383112.500000 Penalty: 3014.498291
	Iteration 64Q: 3 clusters Score -1383112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1383115.750000 Penalty: 3014.498291
	Iteration 65Q: 3 clusters Score -1383116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1383116.250000 Penalty: 3014.498291
	Iteration 66Q: 3 clusters Score -1383116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1383119.375000 Penalty: 3014.498291
	Iteration 67Q: 3 clusters Score -1383119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1383120.375000 Penalty: 3014.498291
	Iteration 68Q: 3 clusters Score -1383120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1383126.000000 Penalty: 3014.498291
	Iteration 69Q: 3 clusters Score -1383126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1383127.625000 Penalty: 3014.498291
	Iteration 70Q: 3 clusters Score -1383128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1383128.500000 Penalty: 3014.498291
	Iteration 71Q: 3 clusters Score -1383128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1383128.750000 Penalty: 3014.498291
	Iteration 72Q: 3 clusters Score -1383129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1383128.375000 Penalty: 3014.498291
	Iteration 73Q: 3 clusters Score -1383128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1383131.125000 Penalty: 3014.498291
	Iteration 74Q: 3 clusters Score -1383131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1383135.125000 Penalty: 3014.498291
	Iteration 75Q: 3 clusters Score -1383135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1383133.875000 Penalty: 3014.498291
	Iteration 76Q: 3 clusters Score -1383134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1383131.500000 Penalty: 3014.498291
	Iteration 77Q: 3 clusters Score -1383132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1383130.875000 Penalty: 3014.498291
	Iteration 78Q: 3 clusters Score -1383131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1383132.000000 Penalty: 3014.498291
	Iteration 79Q: 3 clusters Score -1383132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1383134.625000 Penalty: 3014.498291
	Iteration 80F: 3 clusters Score -1383135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1383136.000000 Penalty: 3014.498291
	Iteration 81Q: 3 clusters Score -1383136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1383135.625000 Penalty: 3014.498291
	Iteration 82Q: 3 clusters Score -1383136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1383138.375000 Penalty: 3014.498291
	Iteration 83Q: 3 clusters Score -1383138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1383139.500000 Penalty: 3014.498291
	Iteration 84Q: 3 clusters Score -1383140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1383147.500000 Penalty: 3014.498291
	Iteration 85Q: 3 clusters Score -1383148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1383150.500000 Penalty: 3014.498291
	Iteration 86Q: 3 clusters Score -1383150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1383155.500000 Penalty: 3014.498291
	Iteration 87Q: 3 clusters Score -1383156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1383158.750000 Penalty: 3014.498291
	Iteration 88Q: 3 clusters Score -1383159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1383167.125000 Penalty: 3014.498291
	Iteration 89Q: 3 clusters Score -1383167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1383169.875000 Penalty: 3014.498291
	Iteration 90Q: 3 clusters Score -1383170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1383179.875000 Penalty: 3014.498291
	Iteration 91Q: 3 clusters Score -1383180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1383185.500000 Penalty: 3014.498291
	Iteration 92Q: 3 clusters Score -1383186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1383188.500000 Penalty: 3014.498291
	Iteration 93Q: 3 clusters Score -1383188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1383192.000000 Penalty: 3014.498291
	Iteration 94Q: 3 clusters Score -1383192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1383194.250000 Penalty: 3014.498291
	Iteration 95Q: 3 clusters Score -1383194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1383194.625000 Penalty: 3014.498291
	Iteration 96Q: 3 clusters Score -1383195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1383195.750000 Penalty: 3014.498291
	Iteration 97Q: 3 clusters Score -1383196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1383197.500000 Penalty: 3014.498291
	Iteration 98Q: 3 clusters Score -1383198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1383199.000000 Penalty: 3014.498291
	Iteration 99Q: 3 clusters Score -1383199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1383197.000000 Penalty: 3014.498291
	Iteration 100F: 3 clusters Score -1383197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1383198.250000 Penalty: 3014.498291
	Iteration 101Q: 3 clusters Score -1383198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1383202.625000 Penalty: 3014.498291
	Iteration 102Q: 3 clusters Score -1383203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1383202.375000 Penalty: 3014.498291
	Iteration 103Q: 3 clusters Score -1383202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1383203.250000 Penalty: 3014.498291
	Iteration 104Q: 3 clusters Score -1383203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1383206.750000 Penalty: 3014.498291
	Iteration 105Q: 3 clusters Score -1383207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1383209.000000 Penalty: 3014.498291
	Iteration 106Q: 3 clusters Score -1383209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1383212.250000 Penalty: 3014.498291
	Iteration 107Q: 3 clusters Score -1383212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1383212.875000 Penalty: 3014.498291
	Iteration 108Q: 3 clusters Score -1383213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1383214.125000 Penalty: 3014.498291
	Iteration 109Q: 3 clusters Score -1383214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1383213.625000 Penalty: 3014.498291
	Iteration 110Q: 3 clusters Score -1383214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1383216.750000 Penalty: 3014.498291
	Iteration 111Q: 3 clusters Score -1383217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1383223.500000 Penalty: 3014.498291
	Iteration 112Q: 3 clusters Score -1383224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1383229.000000 Penalty: 3014.498291
	Iteration 113Q: 3 clusters Score -1383229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1383233.500000 Penalty: 3014.498291
	Iteration 114Q: 3 clusters Score -1383234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1383240.625000 Penalty: 3014.498291
	Iteration 115Q: 3 clusters Score -1383241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1383243.125000 Penalty: 3014.498291
	Iteration 116Q: 3 clusters Score -1383243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1383247.000000 Penalty: 3014.498291
	Iteration 117Q: 3 clusters Score -1383247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1383251.500000 Penalty: 3014.498291
	Iteration 118Q: 3 clusters Score -1383252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1383262.500000 Penalty: 3014.498291
	Iteration 119Q: 3 clusters Score -1383262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1383266.875000 Penalty: 3014.498291
	Iteration 120F: 3 clusters Score -1383267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1383277.000000 Penalty: 3014.498291
	Iteration 121Q: 3 clusters Score -1383277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1383284.750000 Penalty: 3014.498291
	Iteration 122Q: 3 clusters Score -1383285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1383289.750000 Penalty: 3014.498291
	Iteration 123Q: 3 clusters Score -1383290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1383295.875000 Penalty: 3014.498291
	Iteration 124Q: 3 clusters Score -1383296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1383299.500000 Penalty: 3014.498291
	Iteration 125Q: 3 clusters Score -1383300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1383304.375000 Penalty: 3014.498291
	Iteration 126Q: 3 clusters Score -1383304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1383310.625000 Penalty: 3014.498291
	Iteration 127Q: 3 clusters Score -1383311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1383312.250000 Penalty: 3014.498291
	Iteration 128Q: 3 clusters Score -1383312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1383318.750000 Penalty: 3014.498291
	Iteration 129Q: 3 clusters Score -1383319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1383328.000000 Penalty: 3014.498291
	Iteration 130Q: 3 clusters Score -1383328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1383342.625000 Penalty: 3014.498291
	Iteration 131Q: 3 clusters Score -1383343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1383350.125000 Penalty: 3014.498291
	Iteration 132Q: 3 clusters Score -1383350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1383360.125000 Penalty: 3014.498291
	Iteration 133Q: 3 clusters Score -1383360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1383373.375000 Penalty: 3014.498291
	Iteration 134Q: 3 clusters Score -1383373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1383383.375000 Penalty: 3014.498291
	Iteration 135Q: 3 clusters Score -1383383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1383400.125000 Penalty: 3014.498291
	Iteration 136Q: 3 clusters Score -1383400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1383424.250000 Penalty: 3014.498291
	Iteration 137Q: 3 clusters Score -1383424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1383446.250000 Penalty: 3014.498291
	Iteration 138Q: 3 clusters Score -1383446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1383462.000000 Penalty: 3014.498291
	Iteration 139Q: 3 clusters Score -1383462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1383481.000000 Penalty: 3014.498291
	Iteration 140F: 3 clusters Score -1383481 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1383503.500000 Penalty: 3014.498291
	Iteration 141Q: 3 clusters Score -1383504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1383522.750000 Penalty: 3014.498291
	Iteration 142Q: 3 clusters Score -1383523 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1383538.000000 Penalty: 3014.498291
	Iteration 143Q: 3 clusters Score -1383538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1383570.750000 Penalty: 3014.498291
	Iteration 144Q: 3 clusters Score -1383571 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1383600.625000 Penalty: 3014.498291
	Iteration 145Q: 3 clusters Score -1383601 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1383628.000000 Penalty: 3014.498291
	Iteration 146Q: 3 clusters Score -1383628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1383653.875000 Penalty: 3014.498291
	Iteration 147Q: 3 clusters Score -1383654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1383678.625000 Penalty: 3014.498291
	Iteration 148Q: 3 clusters Score -1383679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1383694.500000 Penalty: 3014.498291
	Iteration 149Q: 3 clusters Score -1383694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1383718.375000 Penalty: 3014.498291
	Iteration 150Q: 3 clusters Score -1383718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1383746.375000 Penalty: 3014.498291
	Iteration 151Q: 3 clusters Score -1383746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1383774.125000 Penalty: 3014.498291
	Iteration 152Q: 3 clusters Score -1383774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1383796.375000 Penalty: 3014.498291
	Iteration 153Q: 3 clusters Score -1383796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1383808.500000 Penalty: 3014.498291
	Iteration 154Q: 3 clusters Score -1383808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1383823.625000 Penalty: 3014.498291
	Iteration 155Q: 3 clusters Score -1383824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1383846.250000 Penalty: 3014.498291
	Iteration 156Q: 3 clusters Score -1383846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1383867.750000 Penalty: 3014.498291
	Iteration 157Q: 3 clusters Score -1383868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1383887.500000 Penalty: 3014.498291
	Iteration 158Q: 3 clusters Score -1383888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1383898.000000 Penalty: 3014.498291
	Iteration 159Q: 3 clusters Score -1383898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1383908.000000 Penalty: 3014.498291
	Iteration 160F: 3 clusters Score -1383908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1383916.625000 Penalty: 3014.498291
	Iteration 161Q: 3 clusters Score -1383917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1383925.125000 Penalty: 3014.498291
	Iteration 162Q: 3 clusters Score -1383925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1383934.000000 Penalty: 3014.498291
	Iteration 163Q: 3 clusters Score -1383934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1383941.750000 Penalty: 3014.498291
	Iteration 164Q: 3 clusters Score -1383942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1383952.625000 Penalty: 3014.498291
	Iteration 165Q: 3 clusters Score -1383953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1383961.625000 Penalty: 3014.498291
	Iteration 166Q: 3 clusters Score -1383962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1383970.000000 Penalty: 3014.498291
	Iteration 167Q: 3 clusters Score -1383970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1383979.125000 Penalty: 3014.498291
	Iteration 168Q: 3 clusters Score -1383979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1383993.000000 Penalty: 3014.498291
	Iteration 169Q: 3 clusters Score -1383993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1384001.750000 Penalty: 3014.498291
	Iteration 170Q: 3 clusters Score -1384002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1384011.625000 Penalty: 3014.498291
	Iteration 171Q: 3 clusters Score -1384012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1384016.375000 Penalty: 3014.498291
	Iteration 172Q: 3 clusters Score -1384016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1384032.250000 Penalty: 3014.498291
	Iteration 173Q: 3 clusters Score -1384032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1384041.875000 Penalty: 3014.498291
	Iteration 174Q: 3 clusters Score -1384042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1384055.750000 Penalty: 3014.498291
	Iteration 175Q: 3 clusters Score -1384056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1384065.125000 Penalty: 3014.498291
	Iteration 176Q: 3 clusters Score -1384065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1384074.000000 Penalty: 3014.498291
	Iteration 177Q: 3 clusters Score -1384074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1384080.375000 Penalty: 3014.498291
	Iteration 178Q: 3 clusters Score -1384080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1384089.750000 Penalty: 3014.498291
	Iteration 179Q: 3 clusters Score -1384090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1384097.500000 Penalty: 3014.498291
	Iteration 180F: 3 clusters Score -1384098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1384102.875000 Penalty: 3014.498291
	Iteration 181Q: 3 clusters Score -1384103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1384106.375000 Penalty: 3014.498291
	Iteration 182Q: 3 clusters Score -1384106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1384108.500000 Penalty: 3014.498291
	Iteration 183Q: 3 clusters Score -1384108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1384111.875000 Penalty: 3014.498291
	Iteration 184Q: 3 clusters Score -1384112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1384115.750000 Penalty: 3014.498291
	Iteration 185Q: 3 clusters Score -1384116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1384118.375000 Penalty: 3014.498291
	Iteration 186Q: 3 clusters Score -1384118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1384122.750000 Penalty: 3014.498291
	Iteration 187Q: 3 clusters Score -1384123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1384124.250000 Penalty: 3014.498291
	Iteration 188Q: 3 clusters Score -1384124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1384125.750000 Penalty: 3014.498291
	Iteration 189Q: 3 clusters Score -1384126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1384127.625000 Penalty: 3014.498291
	Iteration 190Q: 3 clusters Score -1384128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1384127.125000 Penalty: 3014.498291
	Iteration 191Q: 3 clusters Score -1384127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1384128.125000 Penalty: 3014.498291
	Iteration 192Q: 3 clusters Score -1384128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1384128.125000 Penalty: 3014.498291
	Iteration 193F: 3 clusters Score -1384128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Entering Unmasked Estep 
Score: -5867436.500000 Penalty: 1745.467896
	Iteration 0F: 2 clusters Score -5867436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -5836351.000000 Penalty: 3490.935791
	Iteration 0F: 3 clusters Score -5836351 nChanged 21597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5848876.000000 Penalty: 3490.935791
	Iteration 1F: 3 clusters Score -5848876 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5849447.500000 Penalty: 3490.935791
	Iteration 2Q: 3 clusters Score -5849448 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -5850077.000000 Penalty: 3490.935791
	Iteration 3Q: 3 clusters Score -5850077 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -5850815.500000 Penalty: 3490.935791
	Iteration 4Q: 3 clusters Score -5850816 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5851703.500000 Penalty: 3490.935791
	Iteration 5Q: 3 clusters Score -5851704 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -5852754.000000 Penalty: 3490.935791
	Iteration 6Q: 3 clusters Score -5852754 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -5854010.500000 Penalty: 3490.935791
	Iteration 7Q: 3 clusters Score -5854010 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -5855374.000000 Penalty: 3490.935791
	Iteration 8F: 3 clusters Score -5855374 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -5856924.500000 Penalty: 3490.935791
	Iteration 9F: 3 clusters Score -5856924 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -5858529.000000 Penalty: 3490.935791
	Iteration 10F: 3 clusters Score -5858529 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -5860296.000000 Penalty: 3490.935791
	Iteration 11F: 3 clusters Score -5860296 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -5861873.000000 Penalty: 3490.935791
	Iteration 12Q: 3 clusters Score -5861873 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -5863118.500000 Penalty: 3490.935791
	Iteration 13Q: 3 clusters Score -5863118 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5864048.500000 Penalty: 3490.935791
	Iteration 14Q: 3 clusters Score -5864048 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5864731.000000 Penalty: 3490.935791
	Iteration 15Q: 3 clusters Score -5864731 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5865121.500000 Penalty: 3490.935791
	Iteration 16Q: 3 clusters Score -5865122 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5865380.500000 Penalty: 3490.935791
	Iteration 17Q: 3 clusters Score -5865380 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5865572.000000 Penalty: 3490.935791
	Iteration 18Q: 3 clusters Score -5865572 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5865753.500000 Penalty: 3490.935791
	Iteration 19Q: 3 clusters Score -5865754 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5865864.000000 Penalty: 3490.935791
	Iteration 20F: 3 clusters Score -5865864 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5865918.500000 Penalty: 3490.935791
	Iteration 21Q: 3 clusters Score -5865918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5865939.000000 Penalty: 3490.935791
	Iteration 22Q: 3 clusters Score -5865939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5865971.000000 Penalty: 3490.935791
	Iteration 23Q: 3 clusters Score -5865971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5865994.500000 Penalty: 3490.935791
	Iteration 24Q: 3 clusters Score -5865994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5866002.500000 Penalty: 3490.935791
	Iteration 25Q: 3 clusters Score -5866002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5866017.000000 Penalty: 3490.935791
	Iteration 26Q: 3 clusters Score -5866017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5866037.500000 Penalty: 3490.935791
	Iteration 27Q: 3 clusters Score -5866038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5866043.500000 Penalty: 3490.935791
	Iteration 28Q: 3 clusters Score -5866044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5866060.500000 Penalty: 3490.935791
	Iteration 29Q: 3 clusters Score -5866060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5866058.500000 Penalty: 3490.935791
	Iteration 30Q: 3 clusters Score -5866058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5866070.500000 Penalty: 3490.935791
	Iteration 31Q: 3 clusters Score -5866070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5866072.000000 Penalty: 3490.935791
	Iteration 32Q: 3 clusters Score -5866072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5866074.000000 Penalty: 3490.935791
	Iteration 33Q: 3 clusters Score -5866074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5866075.500000 Penalty: 3490.935791
	Iteration 34Q: 3 clusters Score -5866076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5866079.500000 Penalty: 3490.935791
	Iteration 35Q: 3 clusters Score -5866080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5866079.500000 Penalty: 3490.935791
	Iteration 36F: 3 clusters Score -5866080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -752219.625000 Penalty: 1407.937866
	Iteration 0F: 2 clusters Score -752219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -747809.125000 Penalty: 2815.875732
	Iteration 0F: 3 clusters Score -747809.1 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -749004.875000 Penalty: 2815.875732
	Iteration 1F: 3 clusters Score -749004.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -749181.625000 Penalty: 2815.875732
	Iteration 2F: 3 clusters Score -749181.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -749301.625000 Penalty: 2815.875732
	Iteration 3Q: 3 clusters Score -749301.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -749415.062500 Penalty: 2815.875732
	Iteration 4Q: 3 clusters Score -749415.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -749520.625000 Penalty: 2815.875732
	Iteration 5Q: 3 clusters Score -749520.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -749656.125000 Penalty: 2815.875732
	Iteration 6Q: 3 clusters Score -749656.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -749802.250000 Penalty: 2815.875732
	Iteration 7Q: 3 clusters Score -749802.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -749968.625000 Penalty: 2815.875732
	Iteration 8Q: 3 clusters Score -749968.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -750156.187500 Penalty: 2815.875732
	Iteration 9Q: 3 clusters Score -750156.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -750349.750000 Penalty: 2815.875732
	Iteration 10Q: 3 clusters Score -750349.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -750499.312500 Penalty: 2815.875732
	Iteration 11Q: 3 clusters Score -750499.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -750622.562500 Penalty: 2815.875732
	Iteration 12Q: 3 clusters Score -750622.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -750709.687500 Penalty: 2815.875732
	Iteration 13Q: 3 clusters Score -750709.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -750768.875000 Penalty: 2815.875732
	Iteration 14Q: 3 clusters Score -750768.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -750825.187500 Penalty: 2815.875732
	Iteration 15Q: 3 clusters Score -750825.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -750863.937500 Penalty: 2815.875732
	Iteration 16Q: 3 clusters Score -750863.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -750885.500000 Penalty: 2815.875732
	Iteration 17Q: 3 clusters Score -750885.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -750901.437500 Penalty: 2815.875732
	Iteration 18Q: 3 clusters Score -750901.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -750914.562500 Penalty: 2815.875732
	Iteration 19Q: 3 clusters Score -750914.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -750924.000000 Penalty: 2815.875732
	Iteration 20F: 3 clusters Score -750924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -750933.750000 Penalty: 2815.875732
	Iteration 21Q: 3 clusters Score -750933.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -750940.500000 Penalty: 2815.875732
	Iteration 22Q: 3 clusters Score -750940.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -750949.187500 Penalty: 2815.875732
	Iteration 23Q: 3 clusters Score -750949.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -750957.000000 Penalty: 2815.875732
	Iteration 24Q: 3 clusters Score -750957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -750964.062500 Penalty: 2815.875732
	Iteration 25Q: 3 clusters Score -750964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -750971.937500 Penalty: 2815.875732
	Iteration 26Q: 3 clusters Score -750971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -750974.812500 Penalty: 2815.875732
	Iteration 27Q: 3 clusters Score -750974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -750976.250000 Penalty: 2815.875732
	Iteration 28Q: 3 clusters Score -750976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -750978.875000 Penalty: 2815.875732
	Iteration 29Q: 3 clusters Score -750978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -750983.875000 Penalty: 2815.875732
	Iteration 30Q: 3 clusters Score -750983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -750986.250000 Penalty: 2815.875732
	Iteration 31Q: 3 clusters Score -750986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -750986.937500 Penalty: 2815.875732
	Iteration 32Q: 3 clusters Score -750986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -750987.812500 Penalty: 2815.875732
	Iteration 33Q: 3 clusters Score -750987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -750992.000000 Penalty: 2815.875732
	Iteration 34Q: 3 clusters Score -750992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -750996.125000 Penalty: 2815.875732
	Iteration 35Q: 3 clusters Score -750996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -750997.875000 Penalty: 2815.875732
	Iteration 36Q: 3 clusters Score -750997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -750997.875000 Penalty: 2815.875732
	Iteration 37F: 3 clusters Score -750997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104222 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 107992 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114830 members 
Mstep: Class 13 contains 41825 members 
Mstep: Class 14 contains 109944 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 46228 members 
Mstep: Class 19 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816016.000000 Penalty: 34500.488281
Iteration 399Q: 17 clusters Score -7.281602e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104207 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 107992 members 
Mstep: Class 10 contains 15358 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114831 members 
Mstep: Class 13 contains 41827 members 
Mstep: Class 14 contains 109950 members 
Mstep: Class 17 contains 10655 members 
Mstep: Class 18 contains 46233 members 
Mstep: Class 19 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815976.000000 Penalty: 34500.488281
Iteration 400F: 17 clusters Score -7.281598e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104180 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 107991 members 
Mstep: Class 10 contains 15369 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114827 members 
Mstep: Class 13 contains 41843 members 
Mstep: Class 14 contains 109955 members 
Mstep: Class 17 contains 10639 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815952.000000 Penalty: 34500.488281
Iteration 401Q: 17 clusters Score -7.281595e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104166 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 107993 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114822 members 
Mstep: Class 13 contains 41853 members 
Mstep: Class 14 contains 109959 members 
Mstep: Class 17 contains 10626 members 
Mstep: Class 18 contains 46250 members 
Mstep: Class 19 contains 5798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815944.000000 Penalty: 34500.488281
Iteration 402Q: 17 clusters Score -7.281594e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104159 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107999 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114825 members 
Mstep: Class 13 contains 41852 members 
Mstep: Class 14 contains 109959 members 
Mstep: Class 17 contains 10618 members 
Mstep: Class 18 contains 46248 members 
Mstep: Class 19 contains 5797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815976.000000 Penalty: 34500.488281
Iteration 403Q: 17 clusters Score -7.281598e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104150 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107999 members 
Mstep: Class 10 contains 15392 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114824 members 
Mstep: Class 13 contains 41858 members 
Mstep: Class 14 contains 109960 members 
Mstep: Class 17 contains 10614 members 
Mstep: Class 18 contains 46249 members 
Mstep: Class 19 contains 5798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815984.000000 Penalty: 34500.488281
Iteration 404Q: 17 clusters Score -7.281598e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104140 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107996 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114825 members 
Mstep: Class 13 contains 41863 members 
Mstep: Class 14 contains 109962 members 
Mstep: Class 17 contains 10606 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816000.000000 Penalty: 34500.488281
Iteration 405Q: 17 clusters Score -7.2816e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104125 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107986 members 
Mstep: Class 10 contains 15422 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114824 members 
Mstep: Class 13 contains 41869 members 
Mstep: Class 14 contains 109963 members 
Mstep: Class 17 contains 10600 members 
Mstep: Class 18 contains 46264 members 
Mstep: Class 19 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816008.000000 Penalty: 34500.488281
Iteration 406Q: 17 clusters Score -7.281601e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104105 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17108 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107984 members 
Mstep: Class 10 contains 15434 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114822 members 
Mstep: Class 13 contains 41868 members 
Mstep: Class 14 contains 109965 members 
Mstep: Class 17 contains 10595 members 
Mstep: Class 18 contains 46280 members 
Mstep: Class 19 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816032.000000 Penalty: 34500.488281
Iteration 407Q: 17 clusters Score -7.281603e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104081 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107981 members 
Mstep: Class 10 contains 15445 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114831 members 
Mstep: Class 13 contains 41870 members 
Mstep: Class 14 contains 109967 members 
Mstep: Class 17 contains 10589 members 
Mstep: Class 18 contains 46289 members 
Mstep: Class 19 contains 5788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815976.000000 Penalty: 34500.488281
Iteration 408Q: 17 clusters Score -7.281598e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104062 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17111 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107983 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114827 members 
Mstep: Class 13 contains 41878 members 
Mstep: Class 14 contains 109970 members 
Mstep: Class 17 contains 10577 members 
Mstep: Class 18 contains 46297 members 
Mstep: Class 19 contains 5788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815944.000000 Penalty: 34500.488281
Iteration 409Q: 17 clusters Score -7.281594e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104042 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17113 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107986 members 
Mstep: Class 10 contains 15466 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114830 members 
Mstep: Class 13 contains 41886 members 
Mstep: Class 14 contains 109969 members 
Mstep: Class 17 contains 10567 members 
Mstep: Class 18 contains 46303 members 
Mstep: Class 19 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815952.000000 Penalty: 34500.488281
Iteration 410Q: 17 clusters Score -7.281595e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104036 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17115 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107985 members 
Mstep: Class 10 contains 15471 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114833 members 
Mstep: Class 13 contains 41890 members 
Mstep: Class 14 contains 109969 members 
Mstep: Class 17 contains 10553 members 
Mstep: Class 18 contains 46309 members 
Mstep: Class 19 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815976.000000 Penalty: 34500.488281
Iteration 411Q: 17 clusters Score -7.281598e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104023 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17114 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107984 members 
Mstep: Class 10 contains 15480 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114836 members 
Mstep: Class 13 contains 41892 members 
Mstep: Class 14 contains 109974 members 
Mstep: Class 17 contains 10539 members 
Mstep: Class 18 contains 46314 members 
Mstep: Class 19 contains 5796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815952.000000 Penalty: 34500.488281
Iteration 412Q: 17 clusters Score -7.281595e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104021 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17112 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107981 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114831 members 
Mstep: Class 13 contains 41892 members 
Mstep: Class 14 contains 109978 members 
Mstep: Class 17 contains 10527 members 
Mstep: Class 18 contains 46320 members 
Mstep: Class 19 contains 5801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816000.000000 Penalty: 34500.488281
Iteration 413Q: 17 clusters Score -7.2816e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 104007 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107972 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114838 members 
Mstep: Class 13 contains 41896 members 
Mstep: Class 14 contains 109978 members 
Mstep: Class 17 contains 10516 members 
Mstep: Class 18 contains 46324 members 
Mstep: Class 19 contains 5807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816016.000000 Penalty: 34500.488281
Iteration 414Q: 17 clusters Score -7.281602e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103991 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17111 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107969 members 
Mstep: Class 10 contains 15515 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114834 members 
Mstep: Class 13 contains 41903 members 
Mstep: Class 14 contains 109978 members 
Mstep: Class 17 contains 10505 members 
Mstep: Class 18 contains 46331 members 
Mstep: Class 19 contains 5814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816016.000000 Penalty: 34500.488281
Iteration 415Q: 17 clusters Score -7.281602e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103986 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107964 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114834 members 
Mstep: Class 13 contains 41908 members 
Mstep: Class 14 contains 109980 members 
Mstep: Class 17 contains 10496 members 
Mstep: Class 18 contains 46329 members 
Mstep: Class 19 contains 5818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815968.000000 Penalty: 34500.488281
Iteration 416Q: 17 clusters Score -7.281597e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103990 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17106 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107965 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114821 members 
Mstep: Class 13 contains 41918 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10481 members 
Mstep: Class 18 contains 46332 members 
Mstep: Class 19 contains 5820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815912.000000 Penalty: 34500.488281
Iteration 417Q: 17 clusters Score -7.281591e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103985 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107965 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114816 members 
Mstep: Class 13 contains 41933 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10464 members 
Mstep: Class 18 contains 46339 members 
Mstep: Class 19 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815944.000000 Penalty: 34500.488281
Iteration 418Q: 17 clusters Score -7.281594e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103975 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 107964 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114813 members 
Mstep: Class 13 contains 41942 members 
Mstep: Class 14 contains 109984 members 
Mstep: Class 17 contains 10452 members 
Mstep: Class 18 contains 46344 members 
Mstep: Class 19 contains 5823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815992.000000 Penalty: 34500.488281
Iteration 419Q: 17 clusters Score -7.281599e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103979 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107963 members 
Mstep: Class 10 contains 15561 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114806 members 
Mstep: Class 13 contains 41951 members 
Mstep: Class 14 contains 109986 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 46345 members 
Mstep: Class 19 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815976.000000 Penalty: 34500.488281
Iteration 420F: 17 clusters Score -7.281598e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103971 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17100 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107964 members 
Mstep: Class 10 contains 15582 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114800 members 
Mstep: Class 13 contains 41951 members 
Mstep: Class 14 contains 109985 members 
Mstep: Class 17 contains 10422 members 
Mstep: Class 18 contains 46352 members 
Mstep: Class 19 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815976.000000 Penalty: 34500.488281
Iteration 421Q: 17 clusters Score -7.281598e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103977 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17095 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107958 members 
Mstep: Class 10 contains 15592 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114796 members 
Mstep: Class 13 contains 41958 members 
Mstep: Class 14 contains 109984 members 
Mstep: Class 17 contains 10409 members 
Mstep: Class 18 contains 46354 members 
Mstep: Class 19 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815896.000000 Penalty: 34500.488281
Iteration 422Q: 17 clusters Score -7.28159e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103964 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 107951 members 
Mstep: Class 10 contains 15597 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114801 members 
Mstep: Class 13 contains 41962 members 
Mstep: Class 14 contains 109983 members 
Mstep: Class 17 contains 10407 members 
Mstep: Class 18 contains 46361 members 
Mstep: Class 19 contains 5830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815928.000000 Penalty: 34500.488281
Iteration 423Q: 17 clusters Score -7.281593e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103954 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17095 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107936 members 
Mstep: Class 10 contains 15607 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114800 members 
Mstep: Class 13 contains 41971 members 
Mstep: Class 14 contains 109985 members 
Mstep: Class 17 contains 10400 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815968.000000 Penalty: 34500.488281
Iteration 424Q: 17 clusters Score -7.281597e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103929 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17097 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107939 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114794 members 
Mstep: Class 13 contains 41976 members 
Mstep: Class 14 contains 109987 members 
Mstep: Class 17 contains 10396 members 
Mstep: Class 18 contains 46382 members 
Mstep: Class 19 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815912.000000 Penalty: 34500.488281
Iteration 425Q: 17 clusters Score -7.281591e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103910 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17100 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107940 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114796 members 
Mstep: Class 13 contains 41981 members 
Mstep: Class 14 contains 109987 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 46397 members 
Mstep: Class 19 contains 5833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815944.000000 Penalty: 34500.488281
Iteration 426Q: 17 clusters Score -7.281594e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103905 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107930 members 
Mstep: Class 10 contains 15625 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114787 members 
Mstep: Class 13 contains 41983 members 
Mstep: Class 14 contains 109988 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 46419 members 
Mstep: Class 19 contains 5835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815904.000000 Penalty: 34500.488281
Iteration 427Q: 17 clusters Score -7.28159e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103902 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17106 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107914 members 
Mstep: Class 10 contains 15631 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114787 members 
Mstep: Class 13 contains 41985 members 
Mstep: Class 14 contains 109988 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 46439 members 
Mstep: Class 19 contains 5836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815864.000000 Penalty: 34500.488281
Iteration 428Q: 17 clusters Score -7.281586e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103899 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107894 members 
Mstep: Class 10 contains 15635 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114787 members 
Mstep: Class 13 contains 41990 members 
Mstep: Class 14 contains 109987 members 
Mstep: Class 17 contains 10358 members 
Mstep: Class 18 contains 46461 members 
Mstep: Class 19 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815768.000000 Penalty: 34500.488281
Iteration 429Q: 17 clusters Score -7.281577e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103889 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107874 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114790 members 
Mstep: Class 13 contains 41998 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10352 members 
Mstep: Class 18 contains 46481 members 
Mstep: Class 19 contains 5843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815816.000000 Penalty: 34500.488281
Iteration 430Q: 17 clusters Score -7.281582e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103879 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107857 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114785 members 
Mstep: Class 13 contains 42007 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10346 members 
Mstep: Class 18 contains 46498 members 
Mstep: Class 19 contains 5850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815848.000000 Penalty: 34500.488281
Iteration 431Q: 17 clusters Score -7.281585e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103862 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107846 members 
Mstep: Class 10 contains 15649 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114787 members 
Mstep: Class 13 contains 42016 members 
Mstep: Class 14 contains 109984 members 
Mstep: Class 17 contains 10338 members 
Mstep: Class 18 contains 46509 members 
Mstep: Class 19 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815904.000000 Penalty: 34500.488281
Iteration 432Q: 17 clusters Score -7.28159e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103853 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 107839 members 
Mstep: Class 10 contains 15650 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114783 members 
Mstep: Class 13 contains 42021 members 
Mstep: Class 14 contains 109983 members 
Mstep: Class 17 contains 10331 members 
Mstep: Class 18 contains 46528 members 
Mstep: Class 19 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815920.000000 Penalty: 34500.488281
Iteration 433Q: 17 clusters Score -7.281592e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103853 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107834 members 
Mstep: Class 10 contains 15651 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114773 members 
Mstep: Class 13 contains 42024 members 
Mstep: Class 14 contains 109983 members 
Mstep: Class 17 contains 10327 members 
Mstep: Class 18 contains 46541 members 
Mstep: Class 19 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815992.000000 Penalty: 34500.488281
Iteration 434Q: 17 clusters Score -7.281599e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103850 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107831 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114768 members 
Mstep: Class 13 contains 42023 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10324 members 
Mstep: Class 18 contains 46553 members 
Mstep: Class 19 contains 5862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815976.000000 Penalty: 34500.488281
Iteration 435Q: 17 clusters Score -7.281598e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103853 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107833 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114761 members 
Mstep: Class 13 contains 42025 members 
Mstep: Class 14 contains 109979 members 
Mstep: Class 17 contains 10318 members 
Mstep: Class 18 contains 46558 members 
Mstep: Class 19 contains 5865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816032.000000 Penalty: 34500.488281
Iteration 436Q: 17 clusters Score -7.281603e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103853 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107825 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114751 members 
Mstep: Class 13 contains 42033 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 46565 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816056.000000 Penalty: 34500.488281
Iteration 437Q: 17 clusters Score -7.281606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103854 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107822 members 
Mstep: Class 10 contains 15654 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114750 members 
Mstep: Class 13 contains 42033 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 46571 members 
Mstep: Class 19 contains 5866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816080.000000 Penalty: 34500.488281
Iteration 438Q: 17 clusters Score -7.281608e+07 nChanged 24
Entering ConstructFrom: 
Score: -72816080.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -76010.585938 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -76010.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74835.929688 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -74835.93 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75266.445312 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -75266.45 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75575.312500 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -75575.31 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75769.570312 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -75769.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75909.046875 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -75909.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76004.304688 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -76004.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76091.015625 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -76091.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76130.718750 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -76130.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76137.000000 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -76137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76139.468750 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -76139.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76140.828125 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -76140.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76152.578125 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -76152.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76153.617188 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -76153.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76153.617188 Penalty: 2154.542969
	Iteration 13F: 3 clusters Score -76153.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103854 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107822 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114746 members 
Mstep: Class 13 contains 42032 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
Score: -72815208.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72816080.000000 to -72815208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -63013.796875 Penalty: 1040.311523
	Iteration 0F: 2 clusters Score -63013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61978.925781 Penalty: 2080.623047
	Iteration 0F: 3 clusters Score -61978.93 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62358.960938 Penalty: 2080.623047
	Iteration 1F: 3 clusters Score -62358.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62556.570312 Penalty: 2080.623047
	Iteration 2F: 3 clusters Score -62556.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62669.453125 Penalty: 2080.623047
	Iteration 3F: 3 clusters Score -62669.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62772.566406 Penalty: 2080.623047
	Iteration 4Q: 3 clusters Score -62772.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62865.390625 Penalty: 2080.623047
	Iteration 5Q: 3 clusters Score -62865.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62923.894531 Penalty: 2080.623047
	Iteration 6Q: 3 clusters Score -62923.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62957.386719 Penalty: 2080.623047
	Iteration 7Q: 3 clusters Score -62957.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62988.917969 Penalty: 2080.623047
	Iteration 8Q: 3 clusters Score -62988.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63014.675781 Penalty: 2080.623047
	Iteration 9Q: 3 clusters Score -63014.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63031.484375 Penalty: 2080.623047
	Iteration 10Q: 3 clusters Score -63031.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63063.542969 Penalty: 2080.623047
	Iteration 11Q: 3 clusters Score -63063.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63076.097656 Penalty: 2080.623047
	Iteration 12Q: 3 clusters Score -63076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63088.199219 Penalty: 2080.623047
	Iteration 13Q: 3 clusters Score -63088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63099.644531 Penalty: 2080.623047
	Iteration 14Q: 3 clusters Score -63099.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63109.601562 Penalty: 2080.623047
	Iteration 15Q: 3 clusters Score -63109.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63124.093750 Penalty: 2080.623047
	Iteration 16F: 3 clusters Score -63124.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63158.492188 Penalty: 2080.623047
	Iteration 17Q: 3 clusters Score -63158.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63170.500000 Penalty: 2080.623047
	Iteration 18Q: 3 clusters Score -63170.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63190.019531 Penalty: 2080.623047
	Iteration 19Q: 3 clusters Score -63190.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63224.734375 Penalty: 2080.623047
	Iteration 20F: 3 clusters Score -63224.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63262.296875 Penalty: 2080.623047
	Iteration 21Q: 3 clusters Score -63262.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63283.375000 Penalty: 2080.623047
	Iteration 22Q: 3 clusters Score -63283.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63337.960938 Penalty: 2080.623047
	Iteration 23Q: 3 clusters Score -63337.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63381.636719 Penalty: 2080.623047
	Iteration 24Q: 3 clusters Score -63381.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63408.523438 Penalty: 2080.623047
	Iteration 25Q: 3 clusters Score -63408.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63422.867188 Penalty: 2080.623047
	Iteration 26Q: 3 clusters Score -63422.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63424.035156 Penalty: 2080.623047
	Iteration 27Q: 3 clusters Score -63424.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63424.035156 Penalty: 2080.623047
	Iteration 28F: 3 clusters Score -63424.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103854 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107822 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114746 members 
Mstep: Class 13 contains 42032 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
Score: -72815408.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72816080.000000 to -72815408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36657.089844 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36657.09 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37073.699219 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37073.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37363.332031 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37363.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37529.039062 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37529.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37598.429688 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -37598.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37676.125000 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -37676.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37762.343750 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -37762.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37810.945312 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -37810.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37851.910156 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -37851.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37954.632812 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -37954.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38099.281250 Penalty: 2024.906494
	Iteration 10F: 3 clusters Score -38099.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38161.460938 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38161.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38185.613281 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -38185.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38188.785156 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -38188.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38190.746094 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -38190.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38191.601562 Penalty: 2024.906494
	Iteration 15Q: 3 clusters Score -38191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38191.601562 Penalty: 2024.906494
	Iteration 16F: 3 clusters Score -38191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 103854 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107822 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114746 members 
Mstep: Class 13 contains 42032 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
Score: -72815552.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72816080.000000 to -72815552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (103854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Entering Unmasked Estep 
Score: -13220924.000000 Penalty: 1876.995483
	Iteration 0F: 2 clusters Score -1.322092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -13152457.000000 Penalty: 3753.990967
	Iteration 0F: 3 clusters Score -1.315246e+07 nChanged 49769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -13181734.000000 Penalty: 3753.990967
	Iteration 1F: 3 clusters Score -1.318173e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -13182644.000000 Penalty: 3753.990967
	Iteration 2Q: 3 clusters Score -1.318264e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -13183762.000000 Penalty: 3753.990967
	Iteration 3Q: 3 clusters Score -1.318376e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -13185219.000000 Penalty: 3753.990967
	Iteration 4Q: 3 clusters Score -1.318522e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -13186932.000000 Penalty: 3753.990967
	Iteration 5Q: 3 clusters Score -1.318693e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -13188774.000000 Penalty: 3753.990967
	Iteration 6Q: 3 clusters Score -1.318877e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -13190952.000000 Penalty: 3753.990967
	Iteration 7Q: 3 clusters Score -1.319095e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -13193685.000000 Penalty: 3753.990967
	Iteration 8F: 3 clusters Score -1.319368e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -13196695.000000 Penalty: 3753.990967
	Iteration 9F: 3 clusters Score -1.31967e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -13200088.000000 Penalty: 3753.990967
	Iteration 10F: 3 clusters Score -1.320009e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -13203462.000000 Penalty: 3753.990967
	Iteration 11F: 3 clusters Score -1.320346e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -13206690.000000 Penalty: 3753.990967
	Iteration 12Q: 3 clusters Score -1.320669e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -13209351.000000 Penalty: 3753.990967
	Iteration 13Q: 3 clusters Score -1.320935e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 90595 members 
Entering Unmasked Estep 
Score: -13211716.000000 Penalty: 3753.990967
	Iteration 14Q: 3 clusters Score -1.321172e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -13213731.000000 Penalty: 3753.990967
	Iteration 15Q: 3 clusters Score -1.321373e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -13215284.000000 Penalty: 3753.990967
	Iteration 16Q: 3 clusters Score -1.321528e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -13216411.000000 Penalty: 3753.990967
	Iteration 17Q: 3 clusters Score -1.321641e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -13217271.000000 Penalty: 3753.990967
	Iteration 18Q: 3 clusters Score -1.321727e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -13217826.000000 Penalty: 3753.990967
	Iteration 19Q: 3 clusters Score -1.321783e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -13218189.000000 Penalty: 3753.990967
	Iteration 20F: 3 clusters Score -1.321819e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -13218490.000000 Penalty: 3753.990967
	Iteration 21Q: 3 clusters Score -1.321849e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -13218708.000000 Penalty: 3753.990967
	Iteration 22Q: 3 clusters Score -1.321871e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 101881 members 
Entering Unmasked Estep 
Score: -13218825.000000 Penalty: 3753.990967
	Iteration 23Q: 3 clusters Score -1.321882e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -13218899.000000 Penalty: 3753.990967
	Iteration 24Q: 3 clusters Score -1.32189e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -13218965.000000 Penalty: 3753.990967
	Iteration 25Q: 3 clusters Score -1.321896e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 102352 members 
Entering Unmasked Estep 
Score: -13219036.000000 Penalty: 3753.990967
	Iteration 26Q: 3 clusters Score -1.321904e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 102463 members 
Entering Unmasked Estep 
Score: -13219100.000000 Penalty: 3753.990967
	Iteration 27Q: 3 clusters Score -1.32191e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 102542 members 
Entering Unmasked Estep 
Score: -13219156.000000 Penalty: 3753.990967
	Iteration 28Q: 3 clusters Score -1.321916e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -13219170.000000 Penalty: 3753.990967
	Iteration 29Q: 3 clusters Score -1.321917e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 102652 members 
Entering Unmasked Estep 
Score: -13219213.000000 Penalty: 3753.990967
	Iteration 30Q: 3 clusters Score -1.321921e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -13219230.000000 Penalty: 3753.990967
	Iteration 31Q: 3 clusters Score -1.321923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -13219235.000000 Penalty: 3753.990967
	Iteration 32Q: 3 clusters Score -1.321924e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -13219270.000000 Penalty: 3753.990967
	Iteration 33Q: 3 clusters Score -1.321927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -13219292.000000 Penalty: 3753.990967
	Iteration 34Q: 3 clusters Score -1.321929e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -13219297.000000 Penalty: 3753.990967
	Iteration 35Q: 3 clusters Score -1.32193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -13219306.000000 Penalty: 3753.990967
	Iteration 36Q: 3 clusters Score -1.321931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 102811 members 
Entering Unmasked Estep 
Score: -13219314.000000 Penalty: 3753.990967
	Iteration 37Q: 3 clusters Score -1.321931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -13219318.000000 Penalty: 3753.990967
	Iteration 38Q: 3 clusters Score -1.321932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 102825 members 
Entering Unmasked Estep 
Score: -13219315.000000 Penalty: 3753.990967
	Iteration 39Q: 3 clusters Score -1.321932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 102835 members 
Entering Unmasked Estep 
Score: -13219325.000000 Penalty: 3753.990967
	Iteration 40F: 3 clusters Score -1.321932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -13219319.000000 Penalty: 3753.990967
	Iteration 41Q: 3 clusters Score -1.321932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 102847 members 
Entering Unmasked Estep 
Score: -13219321.000000 Penalty: 3753.990967
	Iteration 42Q: 3 clusters Score -1.321932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 102856 members 
Entering Unmasked Estep 
Score: -13219330.000000 Penalty: 3753.990967
	Iteration 43Q: 3 clusters Score -1.321933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 102862 members 
Entering Unmasked Estep 
Score: -13219331.000000 Penalty: 3753.990967
	Iteration 44Q: 3 clusters Score -1.321933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -13219339.000000 Penalty: 3753.990967
	Iteration 45Q: 3 clusters Score -1.321934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -13219347.000000 Penalty: 3753.990967
	Iteration 46Q: 3 clusters Score -1.321935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 102888 members 
Entering Unmasked Estep 
Score: -13219348.000000 Penalty: 3753.990967
	Iteration 47Q: 3 clusters Score -1.321935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 102898 members 
Entering Unmasked Estep 
Score: -13219350.000000 Penalty: 3753.990967
	Iteration 48Q: 3 clusters Score -1.321935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -13219361.000000 Penalty: 3753.990967
	Iteration 49Q: 3 clusters Score -1.321936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -13219357.000000 Penalty: 3753.990967
	Iteration 50Q: 3 clusters Score -1.321936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -13219366.000000 Penalty: 3753.990967
	Iteration 51Q: 3 clusters Score -1.321937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -13219379.000000 Penalty: 3753.990967
	Iteration 52Q: 3 clusters Score -1.321938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -13219388.000000 Penalty: 3753.990967
	Iteration 53Q: 3 clusters Score -1.321939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -13219392.000000 Penalty: 3753.990967
	Iteration 54Q: 3 clusters Score -1.321939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 102949 members 
Entering Unmasked Estep 
Score: -13219401.000000 Penalty: 3753.990967
	Iteration 55Q: 3 clusters Score -1.32194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -13219397.000000 Penalty: 3753.990967
	Iteration 56Q: 3 clusters Score -1.32194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 102959 members 
Entering Unmasked Estep 
Score: -13219388.000000 Penalty: 3753.990967
	Iteration 57Q: 3 clusters Score -1.321939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -13219395.000000 Penalty: 3753.990967
	Iteration 58Q: 3 clusters Score -1.32194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -13219404.000000 Penalty: 3753.990967
	Iteration 59Q: 3 clusters Score -1.32194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -13219396.000000 Penalty: 3753.990967
	Iteration 60F: 3 clusters Score -1.32194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 102971 members 
Entering Unmasked Estep 
Score: -13219403.000000 Penalty: 3753.990967
	Iteration 61Q: 3 clusters Score -1.32194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -13219405.000000 Penalty: 3753.990967
	Iteration 62Q: 3 clusters Score -1.32194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -13219399.000000 Penalty: 3753.990967
	Iteration 63Q: 3 clusters Score -1.32194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -13219403.000000 Penalty: 3753.990967
	Iteration 64Q: 3 clusters Score -1.32194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
Score: -13219399.000000 Penalty: 3753.990967
	Iteration 65Q: 3 clusters Score -1.32194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 102978 members 
Entering Unmasked Estep 
Score: -13219413.000000 Penalty: 3753.990967
	Iteration 66Q: 3 clusters Score -1.321941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -13219396.000000 Penalty: 3753.990967
	Iteration 67Q: 3 clusters Score -1.32194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -13219396.000000 Penalty: 3753.990967
	Iteration 68F: 3 clusters Score -1.32194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12233.620117 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12233.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12650.397461 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12650.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12714.237305 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -12714.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12738.572266 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -12738.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12752.715820 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -12752.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12759.863281 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -12759.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12769.218750 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -12769.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12785.485352 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -12785.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12793.923828 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -12793.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12804.569336 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -12804.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12830.207031 Penalty: 1877.736938
	Iteration 10Q: 3 clusters Score -12830.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12862.979492 Penalty: 1877.736938
	Iteration 11Q: 3 clusters Score -12862.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12911.685547 Penalty: 1877.736938
	Iteration 12Q: 3 clusters Score -12911.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12936.740234 Penalty: 1877.736938
	Iteration 13Q: 3 clusters Score -12936.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12964.146484 Penalty: 1877.736938
	Iteration 14Q: 3 clusters Score -12964.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12978.242188 Penalty: 1877.736938
	Iteration 15Q: 3 clusters Score -12978.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12979.939453 Penalty: 1877.736938
	Iteration 16Q: 3 clusters Score -12979.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12981.416016 Penalty: 1877.736938
	Iteration 17Q: 3 clusters Score -12981.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12986.702148 Penalty: 1877.736938
	Iteration 18F: 3 clusters Score -12986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13020.354492 Penalty: 1877.736938
	Iteration 19Q: 3 clusters Score -13020.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13036.415039 Penalty: 1877.736938
	Iteration 20F: 3 clusters Score -13036.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13039.190430 Penalty: 1877.736938
	Iteration 21Q: 3 clusters Score -13039.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13039.984375 Penalty: 1877.736938
	Iteration 22Q: 3 clusters Score -13039.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13039.984375 Penalty: 1877.736938
	Iteration 23F: 3 clusters Score -13039.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103854 members 
Mstep: Class 5 contains 176 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107822 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114746 members 
Mstep: Class 13 contains 42032 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
Score: -72815096.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72816080.000000 to -72815096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Entering Unmasked Estep 
Score: -2142896.250000 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -2142896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2131152.500000 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -2131152 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2135219.000000 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -2135219 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2135444.000000 Penalty: 3167.892090
	Iteration 2Q: 3 clusters Score -2135444 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2135659.750000 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -2135660 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2135887.000000 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -2135887 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2136176.750000 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -2136177 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2136581.500000 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -2136582 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2137172.750000 Penalty: 3167.892090
	Iteration 7F: 3 clusters Score -2137173 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2137979.750000 Penalty: 3167.892090
	Iteration 8F: 3 clusters Score -2137980 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2139013.000000 Penalty: 3167.892090
	Iteration 9F: 3 clusters Score -2139013 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2139993.750000 Penalty: 3167.892090
	Iteration 10F: 3 clusters Score -2139994 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2140742.500000 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -2140742 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2141162.000000 Penalty: 3167.892090
	Iteration 12Q: 3 clusters Score -2141162 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2141384.000000 Penalty: 3167.892090
	Iteration 13Q: 3 clusters Score -2141384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2141493.750000 Penalty: 3167.892090
	Iteration 14Q: 3 clusters Score -2141494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2141544.750000 Penalty: 3167.892090
	Iteration 15Q: 3 clusters Score -2141545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2141574.250000 Penalty: 3167.892090
	Iteration 16Q: 3 clusters Score -2141574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2141604.750000 Penalty: 3167.892090
	Iteration 17Q: 3 clusters Score -2141605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2141625.750000 Penalty: 3167.892090
	Iteration 18Q: 3 clusters Score -2141626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2141642.250000 Penalty: 3167.892090
	Iteration 19Q: 3 clusters Score -2141642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2141654.000000 Penalty: 3167.892090
	Iteration 20F: 3 clusters Score -2141654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2141659.750000 Penalty: 3167.892090
	Iteration 21Q: 3 clusters Score -2141660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2141659.750000 Penalty: 3167.892090
	Iteration 22Q: 3 clusters Score -2141660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2141665.250000 Penalty: 3167.892090
	Iteration 23Q: 3 clusters Score -2141665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2141673.750000 Penalty: 3167.892090
	Iteration 24Q: 3 clusters Score -2141674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2141673.750000 Penalty: 3167.892090
	Iteration 25Q: 3 clusters Score -2141674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2141672.750000 Penalty: 3167.892090
	Iteration 26Q: 3 clusters Score -2141673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2141672.750000 Penalty: 3167.892090
	Iteration 27F: 3 clusters Score -2141673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -324682.656250 Penalty: 1281.732422
	Iteration 0F: 2 clusters Score -324682.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -322177.437500 Penalty: 2563.464844
	Iteration 0F: 3 clusters Score -322177.4 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -322815.031250 Penalty: 2563.464844
	Iteration 1F: 3 clusters Score -322815 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -323048.937500 Penalty: 2563.464844
	Iteration 2F: 3 clusters Score -323048.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -323183.968750 Penalty: 2563.464844
	Iteration 3F: 3 clusters Score -323184 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -323295.718750 Penalty: 2563.464844
	Iteration 4F: 3 clusters Score -323295.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -323429.625000 Penalty: 2563.464844
	Iteration 5F: 3 clusters Score -323429.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -323521.812500 Penalty: 2563.464844
	Iteration 6Q: 3 clusters Score -323521.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -323615.437500 Penalty: 2563.464844
	Iteration 7Q: 3 clusters Score -323615.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -323698.875000 Penalty: 2563.464844
	Iteration 8Q: 3 clusters Score -323698.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -323764.062500 Penalty: 2563.464844
	Iteration 9Q: 3 clusters Score -323764.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -323831.218750 Penalty: 2563.464844
	Iteration 10Q: 3 clusters Score -323831.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -323893.093750 Penalty: 2563.464844
	Iteration 11Q: 3 clusters Score -323893.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -323932.343750 Penalty: 2563.464844
	Iteration 12Q: 3 clusters Score -323932.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -323965.625000 Penalty: 2563.464844
	Iteration 13Q: 3 clusters Score -323965.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -323984.968750 Penalty: 2563.464844
	Iteration 14Q: 3 clusters Score -323985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -323997.750000 Penalty: 2563.464844
	Iteration 15Q: 3 clusters Score -323997.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -324002.750000 Penalty: 2563.464844
	Iteration 16Q: 3 clusters Score -324002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -324008.843750 Penalty: 2563.464844
	Iteration 17Q: 3 clusters Score -324008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -324013.125000 Penalty: 2563.464844
	Iteration 18Q: 3 clusters Score -324013.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -324014.906250 Penalty: 2563.464844
	Iteration 19Q: 3 clusters Score -324014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -324017.031250 Penalty: 2563.464844
	Iteration 20F: 3 clusters Score -324017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -324018.000000 Penalty: 2563.464844
	Iteration 21Q: 3 clusters Score -324018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -324019.031250 Penalty: 2563.464844
	Iteration 22Q: 3 clusters Score -324019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -324021.281250 Penalty: 2563.464844
	Iteration 23Q: 3 clusters Score -324021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -324023.156250 Penalty: 2563.464844
	Iteration 24Q: 3 clusters Score -324023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -324025.062500 Penalty: 2563.464844
	Iteration 25Q: 3 clusters Score -324025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -324026.218750 Penalty: 2563.464844
	Iteration 26Q: 3 clusters Score -324026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -324026.843750 Penalty: 2563.464844
	Iteration 27Q: 3 clusters Score -324026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -324026.843750 Penalty: 2563.464844
	Iteration 28F: 3 clusters Score -324026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107822 members 
Entering Unmasked Estep 
Score: -13751484.000000 Penalty: 1883.088501
	Iteration 0F: 2 clusters Score -1.375148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -13682810.000000 Penalty: 3766.177002
	Iteration 0F: 3 clusters Score -1.368281e+07 nChanged 51673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -13712570.000000 Penalty: 3766.177002
	Iteration 1F: 3 clusters Score -1.371257e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -13713218.000000 Penalty: 3766.177002
	Iteration 2Q: 3 clusters Score -1.371322e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -13714098.000000 Penalty: 3766.177002
	Iteration 3Q: 3 clusters Score -1.37141e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -13715244.000000 Penalty: 3766.177002
	Iteration 4Q: 3 clusters Score -1.371524e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -13717033.000000 Penalty: 3766.177002
	Iteration 5Q: 3 clusters Score -1.371703e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -13719803.000000 Penalty: 3766.177002
	Iteration 6Q: 3 clusters Score -1.37198e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -13723949.000000 Penalty: 3766.177002
	Iteration 7F: 3 clusters Score -1.372395e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -13729279.000000 Penalty: 3766.177002
	Iteration 8F: 3 clusters Score -1.372928e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -13734574.000000 Penalty: 3766.177002
	Iteration 9F: 3 clusters Score -1.373457e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
Score: -13738044.000000 Penalty: 3766.177002
	Iteration 10F: 3 clusters Score -1.373804e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -13739845.000000 Penalty: 3766.177002
	Iteration 11Q: 3 clusters Score -1.373984e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -13740940.000000 Penalty: 3766.177002
	Iteration 12Q: 3 clusters Score -1.374094e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -13741666.000000 Penalty: 3766.177002
	Iteration 13Q: 3 clusters Score -1.374167e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -13742397.000000 Penalty: 3766.177002
	Iteration 14Q: 3 clusters Score -1.37424e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -13743053.000000 Penalty: 3766.177002
	Iteration 15Q: 3 clusters Score -1.374305e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -13743594.000000 Penalty: 3766.177002
	Iteration 16Q: 3 clusters Score -1.374359e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -13744245.000000 Penalty: 3766.177002
	Iteration 17Q: 3 clusters Score -1.374424e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -13744965.000000 Penalty: 3766.177002
	Iteration 18Q: 3 clusters Score -1.374496e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -13745393.000000 Penalty: 3766.177002
	Iteration 19Q: 3 clusters Score -1.374539e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -13745894.000000 Penalty: 3766.177002
	Iteration 20F: 3 clusters Score -1.374589e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 90326 members 
Entering Unmasked Estep 
Score: -13746272.000000 Penalty: 3766.177002
	Iteration 21Q: 3 clusters Score -1.374627e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -13746924.000000 Penalty: 3766.177002
	Iteration 22Q: 3 clusters Score -1.374692e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 93908 members 
Entering Unmasked Estep 
Score: -13747486.000000 Penalty: 3766.177002
	Iteration 23Q: 3 clusters Score -1.374749e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -13747932.000000 Penalty: 3766.177002
	Iteration 24Q: 3 clusters Score -1.374793e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -13748399.000000 Penalty: 3766.177002
	Iteration 25Q: 3 clusters Score -1.37484e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -13748873.000000 Penalty: 3766.177002
	Iteration 26Q: 3 clusters Score -1.374887e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -13749307.000000 Penalty: 3766.177002
	Iteration 27Q: 3 clusters Score -1.374931e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -13749679.000000 Penalty: 3766.177002
	Iteration 28Q: 3 clusters Score -1.374968e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 102117 members 
Entering Unmasked Estep 
Score: -13749904.000000 Penalty: 3766.177002
	Iteration 29Q: 3 clusters Score -1.37499e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 103128 members 
Entering Unmasked Estep 
Score: -13750103.000000 Penalty: 3766.177002
	Iteration 30Q: 3 clusters Score -1.37501e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 103964 members 
Entering Unmasked Estep 
Score: -13750327.000000 Penalty: 3766.177002
	Iteration 31Q: 3 clusters Score -1.375033e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -13750422.000000 Penalty: 3766.177002
	Iteration 32Q: 3 clusters Score -1.375042e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 105098 members 
Entering Unmasked Estep 
Score: -13750510.000000 Penalty: 3766.177002
	Iteration 33Q: 3 clusters Score -1.375051e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -13750584.000000 Penalty: 3766.177002
	Iteration 34Q: 3 clusters Score -1.375058e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -13750633.000000 Penalty: 3766.177002
	Iteration 35Q: 3 clusters Score -1.375063e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -13750693.000000 Penalty: 3766.177002
	Iteration 36Q: 3 clusters Score -1.375069e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -13750654.000000 Penalty: 3766.177002
	Iteration 37Q: 3 clusters Score -1.375065e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -13750687.000000 Penalty: 3766.177002
	Iteration 38Q: 3 clusters Score -1.375069e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -13750686.000000 Penalty: 3766.177002
	Iteration 39Q: 3 clusters Score -1.375069e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -13750655.000000 Penalty: 3766.177002
	Iteration 40F: 3 clusters Score -1.375066e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -13750651.000000 Penalty: 3766.177002
	Iteration 41Q: 3 clusters Score -1.375065e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -13750646.000000 Penalty: 3766.177002
	Iteration 42Q: 3 clusters Score -1.375065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -13750626.000000 Penalty: 3766.177002
	Iteration 43Q: 3 clusters Score -1.375063e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 106833 members 
Entering Unmasked Estep 
Score: -13750620.000000 Penalty: 3766.177002
	Iteration 44Q: 3 clusters Score -1.375062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -13750589.000000 Penalty: 3766.177002
	Iteration 45Q: 3 clusters Score -1.375059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 106887 members 
Entering Unmasked Estep 
Score: -13750589.000000 Penalty: 3766.177002
	Iteration 46Q: 3 clusters Score -1.375059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 106909 members 
Entering Unmasked Estep 
Score: -13750609.000000 Penalty: 3766.177002
	Iteration 47Q: 3 clusters Score -1.375061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 106929 members 
Entering Unmasked Estep 
Score: -13750606.000000 Penalty: 3766.177002
	Iteration 48Q: 3 clusters Score -1.375061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -13750607.000000 Penalty: 3766.177002
	Iteration 49Q: 3 clusters Score -1.375061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 106947 members 
Entering Unmasked Estep 
Score: -13750600.000000 Penalty: 3766.177002
	Iteration 50Q: 3 clusters Score -1.37506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -13750605.000000 Penalty: 3766.177002
	Iteration 51Q: 3 clusters Score -1.37506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -13750611.000000 Penalty: 3766.177002
	Iteration 52Q: 3 clusters Score -1.375061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -13750611.000000 Penalty: 3766.177002
	Iteration 53Q: 3 clusters Score -1.375061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -13750604.000000 Penalty: 3766.177002
	Iteration 54Q: 3 clusters Score -1.37506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -13750601.000000 Penalty: 3766.177002
	Iteration 55Q: 3 clusters Score -1.37506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 106971 members 
Entering Unmasked Estep 
Score: -13750613.000000 Penalty: 3766.177002
	Iteration 56Q: 3 clusters Score -1.375061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -13750613.000000 Penalty: 3766.177002
	Iteration 57Q: 3 clusters Score -1.375061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -13750607.000000 Penalty: 3766.177002
	Iteration 58Q: 3 clusters Score -1.375061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -13750622.000000 Penalty: 3766.177002
	Iteration 59Q: 3 clusters Score -1.375062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -13750622.000000 Penalty: 3766.177002
	Iteration 60F: 3 clusters Score -1.375062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Entering Unmasked Estep 
Score: -2010972.250000 Penalty: 1569.544800
	Iteration 0F: 2 clusters Score -2010972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2000003.625000 Penalty: 3139.089600
	Iteration 0F: 3 clusters Score -2000004 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2003927.875000 Penalty: 3139.089600
	Iteration 1F: 3 clusters Score -2003928 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2004286.000000 Penalty: 3139.089600
	Iteration 2F: 3 clusters Score -2004286 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2004581.000000 Penalty: 3139.089600
	Iteration 3Q: 3 clusters Score -2004581 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2004906.875000 Penalty: 3139.089600
	Iteration 4Q: 3 clusters Score -2004907 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2005316.375000 Penalty: 3139.089600
	Iteration 5F: 3 clusters Score -2005316 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2005838.125000 Penalty: 3139.089600
	Iteration 6F: 3 clusters Score -2005838 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2006584.000000 Penalty: 3139.089600
	Iteration 7F: 3 clusters Score -2006584 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2007443.250000 Penalty: 3139.089600
	Iteration 8F: 3 clusters Score -2007443 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2008163.250000 Penalty: 3139.089600
	Iteration 9Q: 3 clusters Score -2008163 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2008639.875000 Penalty: 3139.089600
	Iteration 10Q: 3 clusters Score -2008640 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2008936.125000 Penalty: 3139.089600
	Iteration 11Q: 3 clusters Score -2008936 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2009112.750000 Penalty: 3139.089600
	Iteration 12Q: 3 clusters Score -2009113 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2009223.000000 Penalty: 3139.089600
	Iteration 13Q: 3 clusters Score -2009223 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2009298.000000 Penalty: 3139.089600
	Iteration 14Q: 3 clusters Score -2009298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2009356.000000 Penalty: 3139.089600
	Iteration 15Q: 3 clusters Score -2009356 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2009389.750000 Penalty: 3139.089600
	Iteration 16Q: 3 clusters Score -2009390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2009421.750000 Penalty: 3139.089600
	Iteration 17Q: 3 clusters Score -2009422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2009448.000000 Penalty: 3139.089600
	Iteration 18Q: 3 clusters Score -2009448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2009472.875000 Penalty: 3139.089600
	Iteration 19Q: 3 clusters Score -2009473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2009500.500000 Penalty: 3139.089600
	Iteration 20F: 3 clusters Score -2009500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2009519.750000 Penalty: 3139.089600
	Iteration 21Q: 3 clusters Score -2009520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2009534.375000 Penalty: 3139.089600
	Iteration 22Q: 3 clusters Score -2009534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2009546.250000 Penalty: 3139.089600
	Iteration 23Q: 3 clusters Score -2009546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2009564.375000 Penalty: 3139.089600
	Iteration 24Q: 3 clusters Score -2009564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2009572.750000 Penalty: 3139.089600
	Iteration 25Q: 3 clusters Score -2009573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2009577.500000 Penalty: 3139.089600
	Iteration 26Q: 3 clusters Score -2009578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2009580.000000 Penalty: 3139.089600
	Iteration 27Q: 3 clusters Score -2009580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2009578.375000 Penalty: 3139.089600
	Iteration 28Q: 3 clusters Score -2009578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2009582.500000 Penalty: 3139.089600
	Iteration 29Q: 3 clusters Score -2009582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2009581.375000 Penalty: 3139.089600
	Iteration 30Q: 3 clusters Score -2009581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2009587.125000 Penalty: 3139.089600
	Iteration 31Q: 3 clusters Score -2009587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2009591.750000 Penalty: 3139.089600
	Iteration 32Q: 3 clusters Score -2009592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2009597.875000 Penalty: 3139.089600
	Iteration 33Q: 3 clusters Score -2009598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2009602.625000 Penalty: 3139.089600
	Iteration 34Q: 3 clusters Score -2009603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2009603.250000 Penalty: 3139.089600
	Iteration 35Q: 3 clusters Score -2009603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2009610.125000 Penalty: 3139.089600
	Iteration 36Q: 3 clusters Score -2009610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2009615.250000 Penalty: 3139.089600
	Iteration 37Q: 3 clusters Score -2009615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2009617.750000 Penalty: 3139.089600
	Iteration 38Q: 3 clusters Score -2009618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2009618.500000 Penalty: 3139.089600
	Iteration 39Q: 3 clusters Score -2009618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2009618.375000 Penalty: 3139.089600
	Iteration 40F: 3 clusters Score -2009618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2009621.375000 Penalty: 3139.089600
	Iteration 41Q: 3 clusters Score -2009621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2009622.750000 Penalty: 3139.089600
	Iteration 42Q: 3 clusters Score -2009623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2009630.625000 Penalty: 3139.089600
	Iteration 43Q: 3 clusters Score -2009631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2009631.250000 Penalty: 3139.089600
	Iteration 44Q: 3 clusters Score -2009631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2009637.125000 Penalty: 3139.089600
	Iteration 45Q: 3 clusters Score -2009637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2009637.750000 Penalty: 3139.089600
	Iteration 46Q: 3 clusters Score -2009638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2009642.625000 Penalty: 3139.089600
	Iteration 47Q: 3 clusters Score -2009643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2009642.375000 Penalty: 3139.089600
	Iteration 48Q: 3 clusters Score -2009642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2009642.625000 Penalty: 3139.089600
	Iteration 49Q: 3 clusters Score -2009643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2009643.750000 Penalty: 3139.089600
	Iteration 50Q: 3 clusters Score -2009644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2009643.750000 Penalty: 3139.089600
	Iteration 51F: 3 clusters Score -2009644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51089.515625 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51089.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51207.378906 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51207.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51227.386719 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51227.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51247.734375 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51247.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51265.281250 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -51265.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51281.054688 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -51281.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51283.539062 Penalty: 1878.741699
	Iteration 6Q: 3 clusters Score -51283.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51285.359375 Penalty: 1878.741699
	Iteration 7Q: 3 clusters Score -51285.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51287.039062 Penalty: 1878.741699
	Iteration 8Q: 3 clusters Score -51287.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51287.039062 Penalty: 1878.741699
	Iteration 9F: 3 clusters Score -51287.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Entering Unmasked Estep 
Score: -14661289.000000 Penalty: 1893.202393
	Iteration 0F: 2 clusters Score -1.466129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -14591516.000000 Penalty: 3786.404785
	Iteration 0F: 3 clusters Score -1.459152e+07 nChanged 54922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -14623675.000000 Penalty: 3786.404785
	Iteration 1F: 3 clusters Score -1.462368e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -14625345.000000 Penalty: 3786.404785
	Iteration 2Q: 3 clusters Score -1.462534e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -14627893.000000 Penalty: 3786.404785
	Iteration 3Q: 3 clusters Score -1.462789e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -14631756.000000 Penalty: 3786.404785
	Iteration 4F: 3 clusters Score -1.463176e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -14636940.000000 Penalty: 3786.404785
	Iteration 5F: 3 clusters Score -1.463694e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -14642905.000000 Penalty: 3786.404785
	Iteration 6F: 3 clusters Score -1.46429e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -14648284.000000 Penalty: 3786.404785
	Iteration 7F: 3 clusters Score -1.464828e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -14652568.000000 Penalty: 3786.404785
	Iteration 8Q: 3 clusters Score -1.465257e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 102124 members 
Entering Unmasked Estep 
Score: -14655310.000000 Penalty: 3786.404785
	Iteration 9Q: 3 clusters Score -1.465531e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 105502 members 
Entering Unmasked Estep 
Score: -14657111.000000 Penalty: 3786.404785
	Iteration 10Q: 3 clusters Score -1.465711e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -14658506.000000 Penalty: 3786.404785
	Iteration 11Q: 3 clusters Score -1.465851e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -14659462.000000 Penalty: 3786.404785
	Iteration 12Q: 3 clusters Score -1.465946e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 111787 members 
Entering Unmasked Estep 
Score: -14659811.000000 Penalty: 3786.404785
	Iteration 13Q: 3 clusters Score -1.465981e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 112862 members 
Entering Unmasked Estep 
Score: -14659953.000000 Penalty: 3786.404785
	Iteration 14Q: 3 clusters Score -1.465995e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -14660036.000000 Penalty: 3786.404785
	Iteration 15Q: 3 clusters Score -1.466004e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 113949 members 
Entering Unmasked Estep 
Score: -14660019.000000 Penalty: 3786.404785
	Iteration 16Q: 3 clusters Score -1.466002e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 114163 members 
Entering Unmasked Estep 
Score: -14659979.000000 Penalty: 3786.404785
	Iteration 17Q: 3 clusters Score -1.465998e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -14660030.000000 Penalty: 3786.404785
	Iteration 18Q: 3 clusters Score -1.466003e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -14660021.000000 Penalty: 3786.404785
	Iteration 19Q: 3 clusters Score -1.466002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 114364 members 
Entering Unmasked Estep 
Score: -14660019.000000 Penalty: 3786.404785
	Iteration 20F: 3 clusters Score -1.466002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -14660031.000000 Penalty: 3786.404785
	Iteration 21Q: 3 clusters Score -1.466003e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 114407 members 
Entering Unmasked Estep 
Score: -14660040.000000 Penalty: 3786.404785
	Iteration 22Q: 3 clusters Score -1.466004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 114416 members 
Entering Unmasked Estep 
Score: -14660068.000000 Penalty: 3786.404785
	Iteration 23Q: 3 clusters Score -1.466007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 114423 members 
Entering Unmasked Estep 
Score: -14660066.000000 Penalty: 3786.404785
	Iteration 24Q: 3 clusters Score -1.466007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 114423 members 
Entering Unmasked Estep 
Score: -14660090.000000 Penalty: 3786.404785
	Iteration 25Q: 3 clusters Score -1.466009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 114429 members 
Entering Unmasked Estep 
Score: -14660089.000000 Penalty: 3786.404785
	Iteration 26Q: 3 clusters Score -1.466009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 114433 members 
Entering Unmasked Estep 
Score: -14660093.000000 Penalty: 3786.404785
	Iteration 27Q: 3 clusters Score -1.466009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 114438 members 
Entering Unmasked Estep 
Score: -14660082.000000 Penalty: 3786.404785
	Iteration 28Q: 3 clusters Score -1.466008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 114440 members 
Entering Unmasked Estep 
Score: -14660075.000000 Penalty: 3786.404785
	Iteration 29Q: 3 clusters Score -1.466008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 114440 members 
Entering Unmasked Estep 
Score: -14660085.000000 Penalty: 3786.404785
	Iteration 30Q: 3 clusters Score -1.466008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -14660092.000000 Penalty: 3786.404785
	Iteration 31Q: 3 clusters Score -1.466009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -14660092.000000 Penalty: 3786.404785
	Iteration 32Q: 3 clusters Score -1.466009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -14660089.000000 Penalty: 3786.404785
	Iteration 33Q: 3 clusters Score -1.466009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 114450 members 
Entering Unmasked Estep 
Score: -14660093.000000 Penalty: 3786.404785
	Iteration 34Q: 3 clusters Score -1.466009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -14660086.000000 Penalty: 3786.404785
	Iteration 35Q: 3 clusters Score -1.466009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -14660086.000000 Penalty: 3786.404785
	Iteration 36F: 3 clusters Score -1.466009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Entering Unmasked Estep 
Score: -5400549.500000 Penalty: 1730.005371
	Iteration 0F: 2 clusters Score -5400550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -5372689.000000 Penalty: 3460.010742
	Iteration 0F: 3 clusters Score -5372689 nChanged 19408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5383729.500000 Penalty: 3460.010742
	Iteration 1F: 3 clusters Score -5383730 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5384414.500000 Penalty: 3460.010742
	Iteration 2Q: 3 clusters Score -5384414 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5385298.000000 Penalty: 3460.010742
	Iteration 3Q: 3 clusters Score -5385298 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -5386536.000000 Penalty: 3460.010742
	Iteration 4F: 3 clusters Score -5386536 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5388248.500000 Penalty: 3460.010742
	Iteration 5F: 3 clusters Score -5388248 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -5390525.500000 Penalty: 3460.010742
	Iteration 6F: 3 clusters Score -5390526 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5393032.000000 Penalty: 3460.010742
	Iteration 7F: 3 clusters Score -5393032 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5395320.500000 Penalty: 3460.010742
	Iteration 8F: 3 clusters Score -5395320 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5396917.000000 Penalty: 3460.010742
	Iteration 9Q: 3 clusters Score -5396917 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -5397916.500000 Penalty: 3460.010742
	Iteration 10Q: 3 clusters Score -5397916 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5398547.500000 Penalty: 3460.010742
	Iteration 11Q: 3 clusters Score -5398548 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5398819.000000 Penalty: 3460.010742
	Iteration 12Q: 3 clusters Score -5398819 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -5398949.000000 Penalty: 3460.010742
	Iteration 13Q: 3 clusters Score -5398949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5399009.000000 Penalty: 3460.010742
	Iteration 14Q: 3 clusters Score -5399009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5399066.000000 Penalty: 3460.010742
	Iteration 15Q: 3 clusters Score -5399066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5399097.500000 Penalty: 3460.010742
	Iteration 16Q: 3 clusters Score -5399098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -5399120.000000 Penalty: 3460.010742
	Iteration 17Q: 3 clusters Score -5399120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5399124.000000 Penalty: 3460.010742
	Iteration 18Q: 3 clusters Score -5399124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5399134.000000 Penalty: 3460.010742
	Iteration 19Q: 3 clusters Score -5399134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -5399139.000000 Penalty: 3460.010742
	Iteration 20F: 3 clusters Score -5399139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5399141.000000 Penalty: 3460.010742
	Iteration 21Q: 3 clusters Score -5399141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5399138.500000 Penalty: 3460.010742
	Iteration 22Q: 3 clusters Score -5399138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5399143.500000 Penalty: 3460.010742
	Iteration 23Q: 3 clusters Score -5399144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5399146.000000 Penalty: 3460.010742
	Iteration 24Q: 3 clusters Score -5399146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5399149.500000 Penalty: 3460.010742
	Iteration 25Q: 3 clusters Score -5399150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5399149.500000 Penalty: 3460.010742
	Iteration 26F: 3 clusters Score -5399150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109981 members 
Entering Unmasked Estep 
Score: -14233260.000000 Penalty: 1886.310181
	Iteration 0F: 2 clusters Score -1.423326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -14168393.000000 Penalty: 3772.620361
	Iteration 0F: 3 clusters Score -1.416839e+07 nChanged 52988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -14199825.000000 Penalty: 3772.620361
	Iteration 1F: 3 clusters Score -1.419982e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -14200898.000000 Penalty: 3772.620361
	Iteration 2Q: 3 clusters Score -1.42009e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -14202324.000000 Penalty: 3772.620361
	Iteration 3Q: 3 clusters Score -1.420232e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -14204331.000000 Penalty: 3772.620361
	Iteration 4Q: 3 clusters Score -1.420433e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -14206768.000000 Penalty: 3772.620361
	Iteration 5Q: 3 clusters Score -1.420677e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -14209097.000000 Penalty: 3772.620361
	Iteration 6F: 3 clusters Score -1.42091e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -14210978.000000 Penalty: 3772.620361
	Iteration 7Q: 3 clusters Score -1.421098e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -14212288.000000 Penalty: 3772.620361
	Iteration 8Q: 3 clusters Score -1.421229e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -14213343.000000 Penalty: 3772.620361
	Iteration 9Q: 3 clusters Score -1.421334e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -14214003.000000 Penalty: 3772.620361
	Iteration 10Q: 3 clusters Score -1.4214e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -14214670.000000 Penalty: 3772.620361
	Iteration 11Q: 3 clusters Score -1.421467e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -14215427.000000 Penalty: 3772.620361
	Iteration 12Q: 3 clusters Score -1.421543e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -14216390.000000 Penalty: 3772.620361
	Iteration 13Q: 3 clusters Score -1.421639e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -14217562.000000 Penalty: 3772.620361
	Iteration 14Q: 3 clusters Score -1.421756e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -14218800.000000 Penalty: 3772.620361
	Iteration 15Q: 3 clusters Score -1.42188e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -14219457.000000 Penalty: 3772.620361
	Iteration 16Q: 3 clusters Score -1.421946e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -14219980.000000 Penalty: 3772.620361
	Iteration 17Q: 3 clusters Score -1.421998e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -14220118.000000 Penalty: 3772.620361
	Iteration 18Q: 3 clusters Score -1.422012e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -14220363.000000 Penalty: 3772.620361
	Iteration 19Q: 3 clusters Score -1.422036e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -14220517.000000 Penalty: 3772.620361
	Iteration 20F: 3 clusters Score -1.422052e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -14220536.000000 Penalty: 3772.620361
	Iteration 21Q: 3 clusters Score -1.422054e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -14220757.000000 Penalty: 3772.620361
	Iteration 22Q: 3 clusters Score -1.422076e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -14221102.000000 Penalty: 3772.620361
	Iteration 23Q: 3 clusters Score -1.42211e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -14221479.000000 Penalty: 3772.620361
	Iteration 24Q: 3 clusters Score -1.422148e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -14221841.000000 Penalty: 3772.620361
	Iteration 25Q: 3 clusters Score -1.422184e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -14222268.000000 Penalty: 3772.620361
	Iteration 26Q: 3 clusters Score -1.422227e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -14222770.000000 Penalty: 3772.620361
	Iteration 27Q: 3 clusters Score -1.422277e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -14223308.000000 Penalty: 3772.620361
	Iteration 28Q: 3 clusters Score -1.422331e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -14223985.000000 Penalty: 3772.620361
	Iteration 29Q: 3 clusters Score -1.422398e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -14224529.000000 Penalty: 3772.620361
	Iteration 30Q: 3 clusters Score -1.422453e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 93022 members 
Entering Unmasked Estep 
Score: -14224900.000000 Penalty: 3772.620361
	Iteration 31Q: 3 clusters Score -1.42249e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 94800 members 
Entering Unmasked Estep 
Score: -14225175.000000 Penalty: 3772.620361
	Iteration 32Q: 3 clusters Score -1.422518e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 96431 members 
Entering Unmasked Estep 
Score: -14225694.000000 Penalty: 3772.620361
	Iteration 33Q: 3 clusters Score -1.422569e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -14226089.000000 Penalty: 3772.620361
	Iteration 34Q: 3 clusters Score -1.422609e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -14226650.000000 Penalty: 3772.620361
	Iteration 35Q: 3 clusters Score -1.422665e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -14227610.000000 Penalty: 3772.620361
	Iteration 36Q: 3 clusters Score -1.422761e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -14228425.000000 Penalty: 3772.620361
	Iteration 37Q: 3 clusters Score -1.422842e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -14229091.000000 Penalty: 3772.620361
	Iteration 38Q: 3 clusters Score -1.422909e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -14229695.000000 Penalty: 3772.620361
	Iteration 39Q: 3 clusters Score -1.42297e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -14230284.000000 Penalty: 3772.620361
	Iteration 40F: 3 clusters Score -1.423028e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 105842 members 
Entering Unmasked Estep 
Score: -14230711.000000 Penalty: 3772.620361
	Iteration 41Q: 3 clusters Score -1.423071e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -14231164.000000 Penalty: 3772.620361
	Iteration 42Q: 3 clusters Score -1.423116e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 107174 members 
Entering Unmasked Estep 
Score: -14231488.000000 Penalty: 3772.620361
	Iteration 43Q: 3 clusters Score -1.423149e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
Score: -14231623.000000 Penalty: 3772.620361
	Iteration 44Q: 3 clusters Score -1.423162e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -14231745.000000 Penalty: 3772.620361
	Iteration 45Q: 3 clusters Score -1.423174e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 108186 members 
Entering Unmasked Estep 
Score: -14231798.000000 Penalty: 3772.620361
	Iteration 46Q: 3 clusters Score -1.42318e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -14231871.000000 Penalty: 3772.620361
	Iteration 47Q: 3 clusters Score -1.423187e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -14231926.000000 Penalty: 3772.620361
	Iteration 48Q: 3 clusters Score -1.423193e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -14231942.000000 Penalty: 3772.620361
	Iteration 49Q: 3 clusters Score -1.423194e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -14231940.000000 Penalty: 3772.620361
	Iteration 50Q: 3 clusters Score -1.423194e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -14231939.000000 Penalty: 3772.620361
	Iteration 51Q: 3 clusters Score -1.423194e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -14231953.000000 Penalty: 3772.620361
	Iteration 52Q: 3 clusters Score -1.423195e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -14231980.000000 Penalty: 3772.620361
	Iteration 53Q: 3 clusters Score -1.423198e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 108849 members 
Entering Unmasked Estep 
Score: -14231982.000000 Penalty: 3772.620361
	Iteration 54Q: 3 clusters Score -1.423198e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -14232007.000000 Penalty: 3772.620361
	Iteration 55Q: 3 clusters Score -1.423201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 108895 members 
Entering Unmasked Estep 
Score: -14232047.000000 Penalty: 3772.620361
	Iteration 56Q: 3 clusters Score -1.423205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -14232063.000000 Penalty: 3772.620361
	Iteration 57Q: 3 clusters Score -1.423206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 108930 members 
Entering Unmasked Estep 
Score: -14232069.000000 Penalty: 3772.620361
	Iteration 58Q: 3 clusters Score -1.423207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -14232050.000000 Penalty: 3772.620361
	Iteration 59Q: 3 clusters Score -1.423205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -14232057.000000 Penalty: 3772.620361
	Iteration 60F: 3 clusters Score -1.423206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 108960 members 
Entering Unmasked Estep 
Score: -14232062.000000 Penalty: 3772.620361
	Iteration 61Q: 3 clusters Score -1.423206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 108971 members 
Entering Unmasked Estep 
Score: -14232068.000000 Penalty: 3772.620361
	Iteration 62Q: 3 clusters Score -1.423207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -14232069.000000 Penalty: 3772.620361
	Iteration 63Q: 3 clusters Score -1.423207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 108988 members 
Entering Unmasked Estep 
Score: -14232060.000000 Penalty: 3772.620361
	Iteration 64Q: 3 clusters Score -1.423206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -14232065.000000 Penalty: 3772.620361
	Iteration 65Q: 3 clusters Score -1.423206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 109005 members 
Entering Unmasked Estep 
Score: -14232073.000000 Penalty: 3772.620361
	Iteration 66Q: 3 clusters Score -1.423207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 109013 members 
Entering Unmasked Estep 
Score: -14232092.000000 Penalty: 3772.620361
	Iteration 67Q: 3 clusters Score -1.423209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -14232094.000000 Penalty: 3772.620361
	Iteration 68Q: 3 clusters Score -1.423209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 109033 members 
Entering Unmasked Estep 
Score: -14232097.000000 Penalty: 3772.620361
	Iteration 69Q: 3 clusters Score -1.42321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 109039 members 
Entering Unmasked Estep 
Score: -14232100.000000 Penalty: 3772.620361
	Iteration 70Q: 3 clusters Score -1.42321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -14232097.000000 Penalty: 3772.620361
	Iteration 71Q: 3 clusters Score -1.42321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -14232098.000000 Penalty: 3772.620361
	Iteration 72Q: 3 clusters Score -1.42321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 109052 members 
Entering Unmasked Estep 
Score: -14232094.000000 Penalty: 3772.620361
	Iteration 73Q: 3 clusters Score -1.423209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 109056 members 
Entering Unmasked Estep 
Score: -14232115.000000 Penalty: 3772.620361
	Iteration 74Q: 3 clusters Score -1.423212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 109063 members 
Entering Unmasked Estep 
Score: -14232113.000000 Penalty: 3772.620361
	Iteration 75Q: 3 clusters Score -1.423211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 109065 members 
Entering Unmasked Estep 
Score: -14232105.000000 Penalty: 3772.620361
	Iteration 76Q: 3 clusters Score -1.42321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 109070 members 
Entering Unmasked Estep 
Score: -14232106.000000 Penalty: 3772.620361
	Iteration 77Q: 3 clusters Score -1.423211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -14232100.000000 Penalty: 3772.620361
	Iteration 78Q: 3 clusters Score -1.42321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 109081 members 
Entering Unmasked Estep 
Score: -14232099.000000 Penalty: 3772.620361
	Iteration 79Q: 3 clusters Score -1.42321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -14232109.000000 Penalty: 3772.620361
	Iteration 80F: 3 clusters Score -1.423211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -14232105.000000 Penalty: 3772.620361
	Iteration 81Q: 3 clusters Score -1.42321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -14232109.000000 Penalty: 3772.620361
	Iteration 82Q: 3 clusters Score -1.423211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 109089 members 
Entering Unmasked Estep 
Score: -14232100.000000 Penalty: 3772.620361
	Iteration 83Q: 3 clusters Score -1.42321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 109089 members 
Entering Unmasked Estep 
Score: -14232100.000000 Penalty: 3772.620361
	Iteration 84F: 3 clusters Score -1.42321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Entering Unmasked Estep 
Score: -1338715.000000 Penalty: 1501.625488
	Iteration 0F: 2 clusters Score -1338715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1331402.500000 Penalty: 3003.250977
	Iteration 0F: 3 clusters Score -1331402 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1333733.750000 Penalty: 3003.250977
	Iteration 1F: 3 clusters Score -1333734 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1334006.875000 Penalty: 3003.250977
	Iteration 2F: 3 clusters Score -1334007 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1334223.000000 Penalty: 3003.250977
	Iteration 3F: 3 clusters Score -1334223 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1334411.375000 Penalty: 3003.250977
	Iteration 4Q: 3 clusters Score -1334411 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1334601.250000 Penalty: 3003.250977
	Iteration 5Q: 3 clusters Score -1334601 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1334810.750000 Penalty: 3003.250977
	Iteration 6Q: 3 clusters Score -1334811 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1335018.250000 Penalty: 3003.250977
	Iteration 7Q: 3 clusters Score -1335018 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1335226.250000 Penalty: 3003.250977
	Iteration 8Q: 3 clusters Score -1335226 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1335441.875000 Penalty: 3003.250977
	Iteration 9Q: 3 clusters Score -1335442 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1335673.125000 Penalty: 3003.250977
	Iteration 10Q: 3 clusters Score -1335673 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1335876.375000 Penalty: 3003.250977
	Iteration 11Q: 3 clusters Score -1335876 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1336044.625000 Penalty: 3003.250977
	Iteration 12Q: 3 clusters Score -1336045 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1336157.125000 Penalty: 3003.250977
	Iteration 13Q: 3 clusters Score -1336157 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1336245.125000 Penalty: 3003.250977
	Iteration 14Q: 3 clusters Score -1336245 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1336306.125000 Penalty: 3003.250977
	Iteration 15Q: 3 clusters Score -1336306 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1336360.500000 Penalty: 3003.250977
	Iteration 16Q: 3 clusters Score -1336360 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1336402.375000 Penalty: 3003.250977
	Iteration 17Q: 3 clusters Score -1336402 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1336443.625000 Penalty: 3003.250977
	Iteration 18Q: 3 clusters Score -1336444 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1336484.375000 Penalty: 3003.250977
	Iteration 19Q: 3 clusters Score -1336484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1336530.750000 Penalty: 3003.250977
	Iteration 20F: 3 clusters Score -1336531 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1336573.875000 Penalty: 3003.250977
	Iteration 21Q: 3 clusters Score -1336574 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1336615.875000 Penalty: 3003.250977
	Iteration 22Q: 3 clusters Score -1336616 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1336660.250000 Penalty: 3003.250977
	Iteration 23Q: 3 clusters Score -1336660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1336689.000000 Penalty: 3003.250977
	Iteration 24Q: 3 clusters Score -1336689 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1336724.500000 Penalty: 3003.250977
	Iteration 25Q: 3 clusters Score -1336724 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1336762.625000 Penalty: 3003.250977
	Iteration 26Q: 3 clusters Score -1336763 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1336796.625000 Penalty: 3003.250977
	Iteration 27Q: 3 clusters Score -1336797 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1336835.000000 Penalty: 3003.250977
	Iteration 28Q: 3 clusters Score -1336835 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1336861.250000 Penalty: 3003.250977
	Iteration 29Q: 3 clusters Score -1336861 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1336885.750000 Penalty: 3003.250977
	Iteration 30Q: 3 clusters Score -1336886 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1336915.375000 Penalty: 3003.250977
	Iteration 31Q: 3 clusters Score -1336915 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1336948.750000 Penalty: 3003.250977
	Iteration 32Q: 3 clusters Score -1336949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1336973.750000 Penalty: 3003.250977
	Iteration 33Q: 3 clusters Score -1336974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1336994.375000 Penalty: 3003.250977
	Iteration 34Q: 3 clusters Score -1336994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1337012.500000 Penalty: 3003.250977
	Iteration 35Q: 3 clusters Score -1337012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1337035.000000 Penalty: 3003.250977
	Iteration 36Q: 3 clusters Score -1337035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1337062.375000 Penalty: 3003.250977
	Iteration 37Q: 3 clusters Score -1337062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1337079.750000 Penalty: 3003.250977
	Iteration 38Q: 3 clusters Score -1337080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1337102.875000 Penalty: 3003.250977
	Iteration 39Q: 3 clusters Score -1337103 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1337122.000000 Penalty: 3003.250977
	Iteration 40F: 3 clusters Score -1337122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1337140.625000 Penalty: 3003.250977
	Iteration 41Q: 3 clusters Score -1337141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1337162.750000 Penalty: 3003.250977
	Iteration 42Q: 3 clusters Score -1337163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1337182.000000 Penalty: 3003.250977
	Iteration 43Q: 3 clusters Score -1337182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1337197.875000 Penalty: 3003.250977
	Iteration 44Q: 3 clusters Score -1337198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1337209.250000 Penalty: 3003.250977
	Iteration 45Q: 3 clusters Score -1337209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1337229.125000 Penalty: 3003.250977
	Iteration 46Q: 3 clusters Score -1337229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1337243.625000 Penalty: 3003.250977
	Iteration 47Q: 3 clusters Score -1337244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1337263.000000 Penalty: 3003.250977
	Iteration 48Q: 3 clusters Score -1337263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1337284.375000 Penalty: 3003.250977
	Iteration 49Q: 3 clusters Score -1337284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1337300.125000 Penalty: 3003.250977
	Iteration 50Q: 3 clusters Score -1337300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1337313.000000 Penalty: 3003.250977
	Iteration 51Q: 3 clusters Score -1337313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1337327.250000 Penalty: 3003.250977
	Iteration 52Q: 3 clusters Score -1337327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1337339.625000 Penalty: 3003.250977
	Iteration 53Q: 3 clusters Score -1337340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1337352.250000 Penalty: 3003.250977
	Iteration 54Q: 3 clusters Score -1337352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1337358.625000 Penalty: 3003.250977
	Iteration 55Q: 3 clusters Score -1337359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1337365.750000 Penalty: 3003.250977
	Iteration 56Q: 3 clusters Score -1337366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1337374.125000 Penalty: 3003.250977
	Iteration 57Q: 3 clusters Score -1337374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1337383.500000 Penalty: 3003.250977
	Iteration 58Q: 3 clusters Score -1337384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1337388.750000 Penalty: 3003.250977
	Iteration 59Q: 3 clusters Score -1337389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1337388.250000 Penalty: 3003.250977
	Iteration 60F: 3 clusters Score -1337388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1337389.625000 Penalty: 3003.250977
	Iteration 61Q: 3 clusters Score -1337390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1337392.250000 Penalty: 3003.250977
	Iteration 62Q: 3 clusters Score -1337392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1337392.250000 Penalty: 3003.250977
	Iteration 63Q: 3 clusters Score -1337392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1337393.000000 Penalty: 3003.250977
	Iteration 64Q: 3 clusters Score -1337393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1337393.000000 Penalty: 3003.250977
	Iteration 65F: 3 clusters Score -1337393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Entering Unmasked Estep 
Score: -5911425.500000 Penalty: 1746.686523
	Iteration 0F: 2 clusters Score -5911426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -5880213.000000 Penalty: 3493.373047
	Iteration 0F: 3 clusters Score -5880213 nChanged 21874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -5892861.500000 Penalty: 3493.373047
	Iteration 1F: 3 clusters Score -5892862 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5893786.500000 Penalty: 3493.373047
	Iteration 2Q: 3 clusters Score -5893786 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -5895212.500000 Penalty: 3493.373047
	Iteration 3F: 3 clusters Score -5895212 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5897221.000000 Penalty: 3493.373047
	Iteration 4F: 3 clusters Score -5897221 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5899927.000000 Penalty: 3493.373047
	Iteration 5F: 3 clusters Score -5899927 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5902894.500000 Penalty: 3493.373047
	Iteration 6F: 3 clusters Score -5902894 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -5905514.000000 Penalty: 3493.373047
	Iteration 7F: 3 clusters Score -5905514 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -5907337.500000 Penalty: 3493.373047
	Iteration 8Q: 3 clusters Score -5907338 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -5908483.000000 Penalty: 3493.373047
	Iteration 9Q: 3 clusters Score -5908483 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5909220.500000 Penalty: 3493.373047
	Iteration 10Q: 3 clusters Score -5909220 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -5909573.500000 Penalty: 3493.373047
	Iteration 11Q: 3 clusters Score -5909574 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -5909766.000000 Penalty: 3493.373047
	Iteration 12Q: 3 clusters Score -5909766 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -5909893.000000 Penalty: 3493.373047
	Iteration 13Q: 3 clusters Score -5909893 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -5909971.500000 Penalty: 3493.373047
	Iteration 14Q: 3 clusters Score -5909972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -5910016.000000 Penalty: 3493.373047
	Iteration 15Q: 3 clusters Score -5910016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -5910060.500000 Penalty: 3493.373047
	Iteration 16Q: 3 clusters Score -5910060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -5910109.500000 Penalty: 3493.373047
	Iteration 17Q: 3 clusters Score -5910110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -5910148.500000 Penalty: 3493.373047
	Iteration 18Q: 3 clusters Score -5910148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -5910154.500000 Penalty: 3493.373047
	Iteration 19Q: 3 clusters Score -5910154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -5910161.000000 Penalty: 3493.373047
	Iteration 20F: 3 clusters Score -5910161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -5910166.000000 Penalty: 3493.373047
	Iteration 21Q: 3 clusters Score -5910166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -5910166.500000 Penalty: 3493.373047
	Iteration 22Q: 3 clusters Score -5910166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -5910168.500000 Penalty: 3493.373047
	Iteration 23Q: 3 clusters Score -5910168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -5910166.500000 Penalty: 3493.373047
	Iteration 24Q: 3 clusters Score -5910166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -5910166.500000 Penalty: 3493.373047
	Iteration 25F: 3 clusters Score -5910166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Entering Unmasked Estep 
Score: -761924.375000 Penalty: 1410.028442
	Iteration 0F: 2 clusters Score -761924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -757369.875000 Penalty: 2820.056885
	Iteration 0F: 3 clusters Score -757369.9 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -758617.625000 Penalty: 2820.056885
	Iteration 1F: 3 clusters Score -758617.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -758813.125000 Penalty: 2820.056885
	Iteration 2F: 3 clusters Score -758813.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -758964.812500 Penalty: 2820.056885
	Iteration 3F: 3 clusters Score -758964.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -759080.062500 Penalty: 2820.056885
	Iteration 4Q: 3 clusters Score -759080.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -759179.375000 Penalty: 2820.056885
	Iteration 5Q: 3 clusters Score -759179.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -759263.437500 Penalty: 2820.056885
	Iteration 6Q: 3 clusters Score -759263.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -759343.187500 Penalty: 2820.056885
	Iteration 7Q: 3 clusters Score -759343.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -759422.250000 Penalty: 2820.056885
	Iteration 8Q: 3 clusters Score -759422.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -759507.062500 Penalty: 2820.056885
	Iteration 9Q: 3 clusters Score -759507.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -759612.375000 Penalty: 2820.056885
	Iteration 10Q: 3 clusters Score -759612.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -759731.687500 Penalty: 2820.056885
	Iteration 11Q: 3 clusters Score -759731.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -759860.000000 Penalty: 2820.056885
	Iteration 12Q: 3 clusters Score -759860 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -759986.312500 Penalty: 2820.056885
	Iteration 13Q: 3 clusters Score -759986.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -760069.687500 Penalty: 2820.056885
	Iteration 14Q: 3 clusters Score -760069.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -760148.812500 Penalty: 2820.056885
	Iteration 15Q: 3 clusters Score -760148.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -760213.750000 Penalty: 2820.056885
	Iteration 16Q: 3 clusters Score -760213.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -760276.750000 Penalty: 2820.056885
	Iteration 17Q: 3 clusters Score -760276.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -760327.062500 Penalty: 2820.056885
	Iteration 18Q: 3 clusters Score -760327.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -760366.125000 Penalty: 2820.056885
	Iteration 19Q: 3 clusters Score -760366.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -760408.250000 Penalty: 2820.056885
	Iteration 20F: 3 clusters Score -760408.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -760438.812500 Penalty: 2820.056885
	Iteration 21Q: 3 clusters Score -760438.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -760458.125000 Penalty: 2820.056885
	Iteration 22Q: 3 clusters Score -760458.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -760474.375000 Penalty: 2820.056885
	Iteration 23Q: 3 clusters Score -760474.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -760491.437500 Penalty: 2820.056885
	Iteration 24Q: 3 clusters Score -760491.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -760510.375000 Penalty: 2820.056885
	Iteration 25Q: 3 clusters Score -760510.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -760533.812500 Penalty: 2820.056885
	Iteration 26Q: 3 clusters Score -760533.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -760545.062500 Penalty: 2820.056885
	Iteration 27Q: 3 clusters Score -760545.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -760554.125000 Penalty: 2820.056885
	Iteration 28Q: 3 clusters Score -760554.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -760561.687500 Penalty: 2820.056885
	Iteration 29Q: 3 clusters Score -760561.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -760570.937500 Penalty: 2820.056885
	Iteration 30Q: 3 clusters Score -760570.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -760579.562500 Penalty: 2820.056885
	Iteration 31Q: 3 clusters Score -760579.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -760586.062500 Penalty: 2820.056885
	Iteration 32Q: 3 clusters Score -760586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -760591.687500 Penalty: 2820.056885
	Iteration 33Q: 3 clusters Score -760591.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -760601.875000 Penalty: 2820.056885
	Iteration 34Q: 3 clusters Score -760601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -760608.625000 Penalty: 2820.056885
	Iteration 35Q: 3 clusters Score -760608.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -760609.812500 Penalty: 2820.056885
	Iteration 36Q: 3 clusters Score -760609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -760615.062500 Penalty: 2820.056885
	Iteration 37Q: 3 clusters Score -760615.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -760617.125000 Penalty: 2820.056885
	Iteration 38Q: 3 clusters Score -760617.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -760620.687500 Penalty: 2820.056885
	Iteration 39Q: 3 clusters Score -760620.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -760624.687500 Penalty: 2820.056885
	Iteration 40F: 3 clusters Score -760624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -760625.375000 Penalty: 2820.056885
	Iteration 41Q: 3 clusters Score -760625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -760626.812500 Penalty: 2820.056885
	Iteration 42Q: 3 clusters Score -760626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -760627.812500 Penalty: 2820.056885
	Iteration 43Q: 3 clusters Score -760627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -760629.500000 Penalty: 2820.056885
	Iteration 44Q: 3 clusters Score -760629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -760628.562500 Penalty: 2820.056885
	Iteration 45Q: 3 clusters Score -760628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -760630.500000 Penalty: 2820.056885
	Iteration 46Q: 3 clusters Score -760630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -760633.875000 Penalty: 2820.056885
	Iteration 47Q: 3 clusters Score -760633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -760633.812500 Penalty: 2820.056885
	Iteration 48Q: 3 clusters Score -760633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -760633.812500 Penalty: 2820.056885
	Iteration 49F: 3 clusters Score -760633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103854 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107822 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114746 members 
Mstep: Class 13 contains 42032 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816136.000000 Penalty: 34500.488281
Iteration 439Q: 17 clusters Score -7.281614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103850 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107826 members 
Mstep: Class 10 contains 15661 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114741 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 46581 members 
Mstep: Class 19 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816128.000000 Penalty: 34500.488281
Iteration 440F: 17 clusters Score -7.281613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103846 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107829 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114739 members 
Mstep: Class 13 contains 42030 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 46585 members 
Mstep: Class 19 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816120.000000 Penalty: 34500.488281
Iteration 441Q: 17 clusters Score -7.281612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103858 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17108 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107830 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114732 members 
Mstep: Class 13 contains 42025 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10300 members 
Mstep: Class 18 contains 46590 members 
Mstep: Class 19 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816192.000000 Penalty: 34500.488281
Iteration 442Q: 17 clusters Score -7.281619e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103857 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107837 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114731 members 
Mstep: Class 13 contains 42023 members 
Mstep: Class 14 contains 109980 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 46595 members 
Mstep: Class 19 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816136.000000 Penalty: 34500.488281
Iteration 443Q: 17 clusters Score -7.281614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103866 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107838 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114729 members 
Mstep: Class 13 contains 42021 members 
Mstep: Class 14 contains 109978 members 
Mstep: Class 17 contains 10289 members 
Mstep: Class 18 contains 46596 members 
Mstep: Class 19 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816128.000000 Penalty: 34500.488281
Iteration 444Q: 17 clusters Score -7.281613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103868 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107839 members 
Mstep: Class 10 contains 15661 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114727 members 
Mstep: Class 13 contains 42023 members 
Mstep: Class 14 contains 109979 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 46597 members 
Mstep: Class 19 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816144.000000 Penalty: 34500.488281
Iteration 445Q: 17 clusters Score -7.281614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103873 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17106 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107836 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114725 members 
Mstep: Class 13 contains 42025 members 
Mstep: Class 14 contains 109979 members 
Mstep: Class 17 contains 10281 members 
Mstep: Class 18 contains 46600 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816144.000000 Penalty: 34500.488281
Iteration 446Q: 17 clusters Score -7.281614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103875 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17106 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107839 members 
Mstep: Class 10 contains 15663 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114722 members 
Mstep: Class 13 contains 42026 members 
Mstep: Class 14 contains 109980 members 
Mstep: Class 17 contains 10274 members 
Mstep: Class 18 contains 46602 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816152.000000 Penalty: 34500.488281
Iteration 447Q: 17 clusters Score -7.281615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103884 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107838 members 
Mstep: Class 10 contains 15663 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114717 members 
Mstep: Class 13 contains 42027 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10267 members 
Mstep: Class 18 contains 46604 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816144.000000 Penalty: 34500.488281
Iteration 448Q: 17 clusters Score -7.281614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103885 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107841 members 
Mstep: Class 10 contains 15666 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114715 members 
Mstep: Class 13 contains 42026 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 46604 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816144.000000 Penalty: 34500.488281
Iteration 449Q: 17 clusters Score -7.281614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103884 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107843 members 
Mstep: Class 10 contains 15668 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114716 members 
Mstep: Class 13 contains 42024 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10259 members 
Mstep: Class 18 contains 46608 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816136.000000 Penalty: 34500.488281
Iteration 450Q: 17 clusters Score -7.281614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103884 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107848 members 
Mstep: Class 10 contains 15667 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114715 members 
Mstep: Class 13 contains 42023 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10253 members 
Mstep: Class 18 contains 46613 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816120.000000 Penalty: 34500.488281
Iteration 451Q: 17 clusters Score -7.281612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103891 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107847 members 
Mstep: Class 10 contains 15667 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114714 members 
Mstep: Class 13 contains 42025 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 46618 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816176.000000 Penalty: 34500.488281
Iteration 452Q: 17 clusters Score -7.281618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103897 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107846 members 
Mstep: Class 10 contains 15668 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114711 members 
Mstep: Class 13 contains 42027 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10230 members 
Mstep: Class 18 contains 46623 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816176.000000 Penalty: 34500.488281
Iteration 453Q: 17 clusters Score -7.281618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103904 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107844 members 
Mstep: Class 10 contains 15669 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114710 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10218 members 
Mstep: Class 18 contains 46626 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816136.000000 Penalty: 34500.488281
Iteration 454Q: 17 clusters Score -7.281614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103908 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107839 members 
Mstep: Class 10 contains 15671 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114706 members 
Mstep: Class 13 contains 42033 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 46635 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816128.000000 Penalty: 34500.488281
Iteration 455Q: 17 clusters Score -7.281613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103914 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107833 members 
Mstep: Class 10 contains 15671 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42032 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10207 members 
Mstep: Class 18 contains 46638 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816112.000000 Penalty: 34500.488281
Iteration 456Q: 17 clusters Score -7.281611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103917 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107830 members 
Mstep: Class 10 contains 15673 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114704 members 
Mstep: Class 13 contains 42030 members 
Mstep: Class 14 contains 109982 members 
Mstep: Class 17 contains 10203 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816128.000000 Penalty: 34500.488281
Iteration 457Q: 17 clusters Score -7.281613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103917 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107829 members 
Mstep: Class 10 contains 15675 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114702 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 109981 members 
Mstep: Class 17 contains 10197 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816064.000000 Penalty: 34500.488281
Iteration 458Q: 17 clusters Score -7.281606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103919 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17101 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107826 members 
Mstep: Class 10 contains 15677 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114703 members 
Mstep: Class 13 contains 42029 members 
Mstep: Class 14 contains 109983 members 
Mstep: Class 17 contains 10190 members 
Mstep: Class 18 contains 46659 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816088.000000 Penalty: 34500.488281
Iteration 459Q: 17 clusters Score -7.281609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103916 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107826 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114704 members 
Mstep: Class 13 contains 42030 members 
Mstep: Class 14 contains 109983 members 
Mstep: Class 17 contains 10187 members 
Mstep: Class 18 contains 46661 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816096.000000 Penalty: 34500.488281
Iteration 460F: 17 clusters Score -7.28161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103911 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107826 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114706 members 
Mstep: Class 13 contains 42032 members 
Mstep: Class 14 contains 109984 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 46664 members 
Mstep: Class 19 contains 5866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816112.000000 Penalty: 34500.488281
Iteration 461Q: 17 clusters Score -7.281611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103913 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107823 members 
Mstep: Class 10 contains 15679 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114708 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 109984 members 
Mstep: Class 17 contains 10182 members 
Mstep: Class 18 contains 46664 members 
Mstep: Class 19 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816112.000000 Penalty: 34500.488281
Iteration 462Q: 17 clusters Score -7.281611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103915 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107822 members 
Mstep: Class 10 contains 15681 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114710 members 
Mstep: Class 13 contains 42029 members 
Mstep: Class 14 contains 109984 members 
Mstep: Class 17 contains 10177 members 
Mstep: Class 18 contains 46667 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816128.000000 Penalty: 34500.488281
Iteration 463Q: 17 clusters Score -7.281613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103918 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107820 members 
Mstep: Class 10 contains 15680 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114711 members 
Mstep: Class 13 contains 42030 members 
Mstep: Class 14 contains 109984 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 46669 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816144.000000 Penalty: 34500.488281
Iteration 464Q: 17 clusters Score -7.281614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103921 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107820 members 
Mstep: Class 10 contains 15679 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114706 members 
Mstep: Class 13 contains 42030 members 
Mstep: Class 14 contains 109985 members 
Mstep: Class 17 contains 10169 members 
Mstep: Class 18 contains 46673 members 
Mstep: Class 19 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816168.000000 Penalty: 34500.488281
Iteration 465Q: 17 clusters Score -7.281617e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103927 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107821 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42029 members 
Mstep: Class 14 contains 109985 members 
Mstep: Class 17 contains 10157 members 
Mstep: Class 18 contains 46677 members 
Mstep: Class 19 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816160.000000 Penalty: 34500.488281
Iteration 466Q: 17 clusters Score -7.281616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103928 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107820 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114706 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 109985 members 
Mstep: Class 17 contains 10148 members 
Mstep: Class 18 contains 46684 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816176.000000 Penalty: 34500.488281
Iteration 467Q: 17 clusters Score -7.281618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103933 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107821 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114706 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 109986 members 
Mstep: Class 17 contains 10137 members 
Mstep: Class 18 contains 46689 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816216.000000 Penalty: 34500.488281
Iteration 468Q: 17 clusters Score -7.281622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103937 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107825 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42033 members 
Mstep: Class 14 contains 109987 members 
Mstep: Class 17 contains 10122 members 
Mstep: Class 18 contains 46692 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816176.000000 Penalty: 34500.488281
Iteration 469Q: 17 clusters Score -7.281618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103932 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107825 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114708 members 
Mstep: Class 13 contains 42035 members 
Mstep: Class 14 contains 109990 members 
Mstep: Class 17 contains 10114 members 
Mstep: Class 18 contains 46699 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816152.000000 Penalty: 34500.488281
Iteration 470Q: 17 clusters Score -7.281615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103926 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17106 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107824 members 
Mstep: Class 10 contains 15679 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114709 members 
Mstep: Class 13 contains 42034 members 
Mstep: Class 14 contains 109992 members 
Mstep: Class 17 contains 10109 members 
Mstep: Class 18 contains 46706 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816160.000000 Penalty: 34500.488281
Iteration 471Q: 17 clusters Score -7.281616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103922 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17106 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107822 members 
Mstep: Class 10 contains 15682 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114709 members 
Mstep: Class 13 contains 42035 members 
Mstep: Class 14 contains 109992 members 
Mstep: Class 17 contains 10108 members 
Mstep: Class 18 contains 46709 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816128.000000 Penalty: 34500.488281
Iteration 472Q: 17 clusters Score -7.281613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103923 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107818 members 
Mstep: Class 10 contains 15682 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114709 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109992 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46713 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816152.000000 Penalty: 34500.488281
Iteration 473Q: 17 clusters Score -7.281615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103920 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107815 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114710 members 
Mstep: Class 13 contains 42037 members 
Mstep: Class 14 contains 109992 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46715 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816144.000000 Penalty: 34500.488281
Iteration 474Q: 17 clusters Score -7.281614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103921 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107811 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114709 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109992 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46720 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816152.000000 Penalty: 34500.488281
Iteration 475Q: 17 clusters Score -7.281615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103920 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107808 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114708 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109992 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46725 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816168.000000 Penalty: 34500.488281
Iteration 476Q: 17 clusters Score -7.281617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103919 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107807 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109992 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46728 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816152.000000 Penalty: 34500.488281
Iteration 477Q: 17 clusters Score -7.281615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103919 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107806 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816136.000000 Penalty: 34500.488281
Iteration 478Q: 17 clusters Score -7.281614e+07 nChanged 1
Entering ConstructFrom: 
Score: -72816136.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -76010.585938 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -76010.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74850.656250 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -74850.66 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75232.640625 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -75232.64 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75496.203125 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -75496.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75724.960938 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -75724.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75860.148438 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -75860.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75895.468750 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -75895.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75930.546875 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -75930.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75951.585938 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -75951.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75980.625000 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -75980.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76028.976562 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -76028.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76058.742188 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -76058.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76082.257812 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -76082.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76087.078125 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -76087.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76089.906250 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -76089.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76092.140625 Penalty: 2154.542969
	Iteration 14Q: 3 clusters Score -76092.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76092.515625 Penalty: 2154.542969
	Iteration 15Q: 3 clusters Score -76092.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76106.132812 Penalty: 2154.542969
	Iteration 16F: 3 clusters Score -76106.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76121.195312 Penalty: 2154.542969
	Iteration 17Q: 3 clusters Score -76121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76122.578125 Penalty: 2154.542969
	Iteration 18Q: 3 clusters Score -76122.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76122.578125 Penalty: 2154.542969
	Iteration 19F: 3 clusters Score -76122.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103920 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107805 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
Score: -72815160.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72816136.000000 to -72815160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -63013.796875 Penalty: 1040.311523
	Iteration 0F: 2 clusters Score -63013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61987.906250 Penalty: 2080.623047
	Iteration 0F: 3 clusters Score -61987.91 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62567.089844 Penalty: 2080.623047
	Iteration 1F: 3 clusters Score -62567.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63008.550781 Penalty: 2080.623047
	Iteration 2F: 3 clusters Score -63008.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63428.277344 Penalty: 2080.623047
	Iteration 3F: 3 clusters Score -63428.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63543.933594 Penalty: 2080.623047
	Iteration 4Q: 3 clusters Score -63543.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63561.906250 Penalty: 2080.623047
	Iteration 5Q: 3 clusters Score -63561.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63571.097656 Penalty: 2080.623047
	Iteration 6Q: 3 clusters Score -63571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63575.328125 Penalty: 2080.623047
	Iteration 7Q: 3 clusters Score -63575.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63575.328125 Penalty: 2080.623047
	Iteration 8F: 3 clusters Score -63575.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 267 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103920 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107805 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
Score: -72815616.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72816136.000000 to -72815616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36698.937500 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36698.94 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37294.230469 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37294.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37538.796875 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37538.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37748.964844 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37748.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37868.636719 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -37868.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37995.660156 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -37995.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38069.093750 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38069.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38114.878906 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38114.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38125.554688 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38125.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38144.308594 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38144.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38155.285156 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38155.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38155.285156 Penalty: 2024.906494
	Iteration 11F: 3 clusters Score -38155.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 103920 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107805 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
Score: -72815512.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72816136.000000 to -72815512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (103920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Entering Unmasked Estep 
Score: -13229438.000000 Penalty: 1877.098633
	Iteration 0F: 2 clusters Score -1.322944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -13160845.000000 Penalty: 3754.197266
	Iteration 0F: 3 clusters Score -1.316084e+07 nChanged 49755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -13190492.000000 Penalty: 3754.197266
	Iteration 1F: 3 clusters Score -1.319049e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -13191979.000000 Penalty: 3754.197266
	Iteration 2Q: 3 clusters Score -1.319198e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -13194807.000000 Penalty: 3754.197266
	Iteration 3F: 3 clusters Score -1.319481e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -13199418.000000 Penalty: 3754.197266
	Iteration 4F: 3 clusters Score -1.319942e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -13206571.000000 Penalty: 3754.197266
	Iteration 5F: 3 clusters Score -1.320657e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -13214895.000000 Penalty: 3754.197266
	Iteration 6F: 3 clusters Score -1.32149e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -13221557.000000 Penalty: 3754.197266
	Iteration 7F: 3 clusters Score -1.322156e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
Score: -13225353.000000 Penalty: 3754.197266
	Iteration 8Q: 3 clusters Score -1.322535e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -13227013.000000 Penalty: 3754.197266
	Iteration 9Q: 3 clusters Score -1.322701e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -13227666.000000 Penalty: 3754.197266
	Iteration 10Q: 3 clusters Score -1.322767e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -13227890.000000 Penalty: 3754.197266
	Iteration 11Q: 3 clusters Score -1.322789e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -13227972.000000 Penalty: 3754.197266
	Iteration 12Q: 3 clusters Score -1.322797e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -13228011.000000 Penalty: 3754.197266
	Iteration 13Q: 3 clusters Score -1.322801e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -13228050.000000 Penalty: 3754.197266
	Iteration 14Q: 3 clusters Score -1.322805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -13228051.000000 Penalty: 3754.197266
	Iteration 15Q: 3 clusters Score -1.322805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -13228066.000000 Penalty: 3754.197266
	Iteration 16Q: 3 clusters Score -1.322807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -13228058.000000 Penalty: 3754.197266
	Iteration 17Q: 3 clusters Score -1.322806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -13228068.000000 Penalty: 3754.197266
	Iteration 18Q: 3 clusters Score -1.322807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -13228067.000000 Penalty: 3754.197266
	Iteration 19Q: 3 clusters Score -1.322807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -13228070.000000 Penalty: 3754.197266
	Iteration 20F: 3 clusters Score -1.322807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12251.528320 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12251.53 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12763.738281 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12763.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12852.761719 Penalty: 1877.736938
	Iteration 2Q: 3 clusters Score -12852.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12921.628906 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -12921.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12936.988281 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -12936.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12936.988281 Penalty: 1877.736938
	Iteration 5F: 3 clusters Score -12936.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103920 members 
Mstep: Class 5 contains 166 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107805 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
Score: -72815024.000000 Penalty: 36656.769531
Splitting cluster 5 changes total score from -72816136.000000 to -72815024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Entering Unmasked Estep 
Score: -2142382.250000 Penalty: 1583.907959
	Iteration 0F: 2 clusters Score -2142382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2130579.000000 Penalty: 3167.815918
	Iteration 0F: 3 clusters Score -2130579 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2134622.250000 Penalty: 3167.815918
	Iteration 1F: 3 clusters Score -2134622 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2134933.000000 Penalty: 3167.815918
	Iteration 2F: 3 clusters Score -2134933 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2135215.750000 Penalty: 3167.815918
	Iteration 3Q: 3 clusters Score -2135216 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2135518.250000 Penalty: 3167.815918
	Iteration 4Q: 3 clusters Score -2135518 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2135921.500000 Penalty: 3167.815918
	Iteration 5Q: 3 clusters Score -2135922 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2136462.750000 Penalty: 3167.815918
	Iteration 6F: 3 clusters Score -2136463 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2137169.750000 Penalty: 3167.815918
	Iteration 7F: 3 clusters Score -2137170 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2138069.500000 Penalty: 3167.815918
	Iteration 8F: 3 clusters Score -2138070 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2139086.500000 Penalty: 3167.815918
	Iteration 9F: 3 clusters Score -2139086 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2139898.250000 Penalty: 3167.815918
	Iteration 10F: 3 clusters Score -2139898 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2140431.000000 Penalty: 3167.815918
	Iteration 11Q: 3 clusters Score -2140431 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2140739.500000 Penalty: 3167.815918
	Iteration 12Q: 3 clusters Score -2140740 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2140886.500000 Penalty: 3167.815918
	Iteration 13Q: 3 clusters Score -2140886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2140983.750000 Penalty: 3167.815918
	Iteration 14Q: 3 clusters Score -2140984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2141043.750000 Penalty: 3167.815918
	Iteration 15Q: 3 clusters Score -2141044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2141083.250000 Penalty: 3167.815918
	Iteration 16Q: 3 clusters Score -2141083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2141107.750000 Penalty: 3167.815918
	Iteration 17Q: 3 clusters Score -2141108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2141124.250000 Penalty: 3167.815918
	Iteration 18Q: 3 clusters Score -2141124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2141140.250000 Penalty: 3167.815918
	Iteration 19Q: 3 clusters Score -2141140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2141153.000000 Penalty: 3167.815918
	Iteration 20F: 3 clusters Score -2141153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2141160.750000 Penalty: 3167.815918
	Iteration 21Q: 3 clusters Score -2141161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2141159.750000 Penalty: 3167.815918
	Iteration 22Q: 3 clusters Score -2141160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2141159.000000 Penalty: 3167.815918
	Iteration 23Q: 3 clusters Score -2141159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2141159.000000 Penalty: 3167.815918
	Iteration 24F: 3 clusters Score -2141159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -324682.656250 Penalty: 1281.732422
	Iteration 0F: 2 clusters Score -324682.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -322171.593750 Penalty: 2563.464844
	Iteration 0F: 3 clusters Score -322171.6 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322753.312500 Penalty: 2563.464844
	Iteration 1F: 3 clusters Score -322753.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -322889.375000 Penalty: 2563.464844
	Iteration 2F: 3 clusters Score -322889.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -322991.531250 Penalty: 2563.464844
	Iteration 3F: 3 clusters Score -322991.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -323071.437500 Penalty: 2563.464844
	Iteration 4Q: 3 clusters Score -323071.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -323131.343750 Penalty: 2563.464844
	Iteration 5Q: 3 clusters Score -323131.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -323184.468750 Penalty: 2563.464844
	Iteration 6Q: 3 clusters Score -323184.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -323228.500000 Penalty: 2563.464844
	Iteration 7Q: 3 clusters Score -323228.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -323281.343750 Penalty: 2563.464844
	Iteration 8Q: 3 clusters Score -323281.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -323349.750000 Penalty: 2563.464844
	Iteration 9Q: 3 clusters Score -323349.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -323411.625000 Penalty: 2563.464844
	Iteration 10Q: 3 clusters Score -323411.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -323494.812500 Penalty: 2563.464844
	Iteration 11Q: 3 clusters Score -323494.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -323583.375000 Penalty: 2563.464844
	Iteration 12Q: 3 clusters Score -323583.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -323635.468750 Penalty: 2563.464844
	Iteration 13Q: 3 clusters Score -323635.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -323685.906250 Penalty: 2563.464844
	Iteration 14Q: 3 clusters Score -323685.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -323720.625000 Penalty: 2563.464844
	Iteration 15Q: 3 clusters Score -323720.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -323740.031250 Penalty: 2563.464844
	Iteration 16Q: 3 clusters Score -323740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -323762.375000 Penalty: 2563.464844
	Iteration 17Q: 3 clusters Score -323762.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -323776.343750 Penalty: 2563.464844
	Iteration 18Q: 3 clusters Score -323776.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -323788.468750 Penalty: 2563.464844
	Iteration 19Q: 3 clusters Score -323788.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -323798.968750 Penalty: 2563.464844
	Iteration 20F: 3 clusters Score -323799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -323809.250000 Penalty: 2563.464844
	Iteration 21Q: 3 clusters Score -323809.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -323821.218750 Penalty: 2563.464844
	Iteration 22Q: 3 clusters Score -323821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -323830.156250 Penalty: 2563.464844
	Iteration 23Q: 3 clusters Score -323830.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -323834.375000 Penalty: 2563.464844
	Iteration 24Q: 3 clusters Score -323834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -323836.375000 Penalty: 2563.464844
	Iteration 25Q: 3 clusters Score -323836.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -323843.000000 Penalty: 2563.464844
	Iteration 26Q: 3 clusters Score -323843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -323849.406250 Penalty: 2563.464844
	Iteration 27Q: 3 clusters Score -323849.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -323856.437500 Penalty: 2563.464844
	Iteration 28Q: 3 clusters Score -323856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -323859.250000 Penalty: 2563.464844
	Iteration 29Q: 3 clusters Score -323859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -323860.531250 Penalty: 2563.464844
	Iteration 30Q: 3 clusters Score -323860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -323861.062500 Penalty: 2563.464844
	Iteration 31Q: 3 clusters Score -323861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -323862.500000 Penalty: 2563.464844
	Iteration 32Q: 3 clusters Score -323862.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -323866.125000 Penalty: 2563.464844
	Iteration 33Q: 3 clusters Score -323866.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -323872.500000 Penalty: 2563.464844
	Iteration 34Q: 3 clusters Score -323872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -323876.312500 Penalty: 2563.464844
	Iteration 35Q: 3 clusters Score -323876.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -323881.437500 Penalty: 2563.464844
	Iteration 36Q: 3 clusters Score -323881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -323883.250000 Penalty: 2563.464844
	Iteration 37Q: 3 clusters Score -323883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -323885.375000 Penalty: 2563.464844
	Iteration 38Q: 3 clusters Score -323885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -323886.000000 Penalty: 2563.464844
	Iteration 39Q: 3 clusters Score -323886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -323886.937500 Penalty: 2563.464844
	Iteration 40F: 3 clusters Score -323886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Entering Unmasked Estep 
Score: -13749388.000000 Penalty: 1883.062866
	Iteration 0F: 2 clusters Score -1.374939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -13680718.000000 Penalty: 3766.125732
	Iteration 0F: 3 clusters Score -1.368072e+07 nChanged 51577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -13710175.000000 Penalty: 3766.125732
	Iteration 1F: 3 clusters Score -1.371018e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -13710712.000000 Penalty: 3766.125732
	Iteration 2Q: 3 clusters Score -1.371071e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -13711419.000000 Penalty: 3766.125732
	Iteration 3Q: 3 clusters Score -1.371142e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -13712083.000000 Penalty: 3766.125732
	Iteration 4Q: 3 clusters Score -1.371208e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -13713230.000000 Penalty: 3766.125732
	Iteration 5Q: 3 clusters Score -1.371323e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -13714911.000000 Penalty: 3766.125732
	Iteration 6Q: 3 clusters Score -1.371491e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -13717927.000000 Penalty: 3766.125732
	Iteration 7F: 3 clusters Score -1.371793e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -13722428.000000 Penalty: 3766.125732
	Iteration 8F: 3 clusters Score -1.372243e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -13728459.000000 Penalty: 3766.125732
	Iteration 9F: 3 clusters Score -1.372846e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -13734528.000000 Penalty: 3766.125732
	Iteration 10F: 3 clusters Score -1.373453e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -13738927.000000 Penalty: 3766.125732
	Iteration 11Q: 3 clusters Score -1.373893e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -13741881.000000 Penalty: 3766.125732
	Iteration 12Q: 3 clusters Score -1.374188e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98947 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -13743755.000000 Penalty: 3766.125732
	Iteration 13Q: 3 clusters Score -1.374376e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -13744901.000000 Penalty: 3766.125732
	Iteration 14Q: 3 clusters Score -1.37449e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -13745690.000000 Penalty: 3766.125732
	Iteration 15Q: 3 clusters Score -1.374569e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -13746324.000000 Penalty: 3766.125732
	Iteration 16Q: 3 clusters Score -1.374632e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -13746893.000000 Penalty: 3766.125732
	Iteration 17Q: 3 clusters Score -1.374689e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -13747361.000000 Penalty: 3766.125732
	Iteration 18Q: 3 clusters Score -1.374736e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106105 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -13747624.000000 Penalty: 3766.125732
	Iteration 19Q: 3 clusters Score -1.374762e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -13747867.000000 Penalty: 3766.125732
	Iteration 20F: 3 clusters Score -1.374787e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13748021.000000 Penalty: 3766.125732
	Iteration 21Q: 3 clusters Score -1.374802e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13748076.000000 Penalty: 3766.125732
	Iteration 22Q: 3 clusters Score -1.374808e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -13748129.000000 Penalty: 3766.125732
	Iteration 23Q: 3 clusters Score -1.374813e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13748172.000000 Penalty: 3766.125732
	Iteration 24Q: 3 clusters Score -1.374817e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13748205.000000 Penalty: 3766.125732
	Iteration 25Q: 3 clusters Score -1.37482e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107130 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13748248.000000 Penalty: 3766.125732
	Iteration 26Q: 3 clusters Score -1.374825e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13748250.000000 Penalty: 3766.125732
	Iteration 27Q: 3 clusters Score -1.374825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13748275.000000 Penalty: 3766.125732
	Iteration 28Q: 3 clusters Score -1.374828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107196 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13748288.000000 Penalty: 3766.125732
	Iteration 29Q: 3 clusters Score -1.374829e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13748279.000000 Penalty: 3766.125732
	Iteration 30Q: 3 clusters Score -1.374828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13748292.000000 Penalty: 3766.125732
	Iteration 31Q: 3 clusters Score -1.374829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13748322.000000 Penalty: 3766.125732
	Iteration 32Q: 3 clusters Score -1.374832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13748349.000000 Penalty: 3766.125732
	Iteration 33Q: 3 clusters Score -1.374835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107273 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13748345.000000 Penalty: 3766.125732
	Iteration 34Q: 3 clusters Score -1.374834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13748353.000000 Penalty: 3766.125732
	Iteration 35Q: 3 clusters Score -1.374835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13748371.000000 Penalty: 3766.125732
	Iteration 36Q: 3 clusters Score -1.374837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107284 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13748366.000000 Penalty: 3766.125732
	Iteration 37Q: 3 clusters Score -1.374837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107285 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13748365.000000 Penalty: 3766.125732
	Iteration 38Q: 3 clusters Score -1.374836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13748367.000000 Penalty: 3766.125732
	Iteration 39Q: 3 clusters Score -1.374837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13748381.000000 Penalty: 3766.125732
	Iteration 40F: 3 clusters Score -1.374838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13748380.000000 Penalty: 3766.125732
	Iteration 41Q: 3 clusters Score -1.374838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13748377.000000 Penalty: 3766.125732
	Iteration 42Q: 3 clusters Score -1.374838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13748391.000000 Penalty: 3766.125732
	Iteration 43Q: 3 clusters Score -1.374839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107293 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13748394.000000 Penalty: 3766.125732
	Iteration 44Q: 3 clusters Score -1.374839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107293 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13748400.000000 Penalty: 3766.125732
	Iteration 45Q: 3 clusters Score -1.37484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107295 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13748400.000000 Penalty: 3766.125732
	Iteration 46Q: 3 clusters Score -1.37484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107298 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -13748392.000000 Penalty: 3766.125732
	Iteration 47Q: 3 clusters Score -1.374839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107301 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13748397.000000 Penalty: 3766.125732
	Iteration 48Q: 3 clusters Score -1.37484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107301 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13748404.000000 Penalty: 3766.125732
	Iteration 49Q: 3 clusters Score -1.37484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107301 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13748410.000000 Penalty: 3766.125732
	Iteration 50Q: 3 clusters Score -1.374841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13748405.000000 Penalty: 3766.125732
	Iteration 51Q: 3 clusters Score -1.37484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13748404.000000 Penalty: 3766.125732
	Iteration 52Q: 3 clusters Score -1.37484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13748404.000000 Penalty: 3766.125732
	Iteration 53F: 3 clusters Score -1.37484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Entering Unmasked Estep 
Score: -2014268.250000 Penalty: 1569.814453
	Iteration 0F: 2 clusters Score -2014268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2003425.625000 Penalty: 3139.628906
	Iteration 0F: 3 clusters Score -2003426 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2007180.500000 Penalty: 3139.628906
	Iteration 1F: 3 clusters Score -2007180 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2007446.375000 Penalty: 3139.628906
	Iteration 2F: 3 clusters Score -2007446 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2007655.500000 Penalty: 3139.628906
	Iteration 3Q: 3 clusters Score -2007656 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2007828.875000 Penalty: 3139.628906
	Iteration 4Q: 3 clusters Score -2007829 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2007988.750000 Penalty: 3139.628906
	Iteration 5Q: 3 clusters Score -2007989 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2008198.875000 Penalty: 3139.628906
	Iteration 6Q: 3 clusters Score -2008199 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2008475.125000 Penalty: 3139.628906
	Iteration 7Q: 3 clusters Score -2008475 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2008850.250000 Penalty: 3139.628906
	Iteration 8Q: 3 clusters Score -2008850 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2009376.625000 Penalty: 3139.628906
	Iteration 9F: 3 clusters Score -2009377 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2010000.750000 Penalty: 3139.628906
	Iteration 10F: 3 clusters Score -2010001 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2010706.250000 Penalty: 3139.628906
	Iteration 11F: 3 clusters Score -2010706 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2011405.125000 Penalty: 3139.628906
	Iteration 12F: 3 clusters Score -2011405 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2011913.625000 Penalty: 3139.628906
	Iteration 13Q: 3 clusters Score -2011914 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2012259.250000 Penalty: 3139.628906
	Iteration 14Q: 3 clusters Score -2012259 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2012503.375000 Penalty: 3139.628906
	Iteration 15Q: 3 clusters Score -2012503 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2012653.625000 Penalty: 3139.628906
	Iteration 16Q: 3 clusters Score -2012654 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2012737.125000 Penalty: 3139.628906
	Iteration 17Q: 3 clusters Score -2012737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2012802.750000 Penalty: 3139.628906
	Iteration 18Q: 3 clusters Score -2012803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2012837.250000 Penalty: 3139.628906
	Iteration 19Q: 3 clusters Score -2012837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2012872.250000 Penalty: 3139.628906
	Iteration 20F: 3 clusters Score -2012872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2012887.500000 Penalty: 3139.628906
	Iteration 21Q: 3 clusters Score -2012888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2012904.500000 Penalty: 3139.628906
	Iteration 22Q: 3 clusters Score -2012904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2012913.750000 Penalty: 3139.628906
	Iteration 23Q: 3 clusters Score -2012914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2012918.750000 Penalty: 3139.628906
	Iteration 24Q: 3 clusters Score -2012919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2012921.375000 Penalty: 3139.628906
	Iteration 25Q: 3 clusters Score -2012921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2012920.875000 Penalty: 3139.628906
	Iteration 26Q: 3 clusters Score -2012921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2012921.375000 Penalty: 3139.628906
	Iteration 27Q: 3 clusters Score -2012921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2012921.375000 Penalty: 3139.628906
	Iteration 28F: 3 clusters Score -2012921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51110.500000 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51110.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51192.945312 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51192.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51228.781250 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51228.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51235.722656 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51235.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51235.722656 Penalty: 1878.741699
	Iteration 4F: 3 clusters Score -51235.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Entering Unmasked Estep 
Score: -14656384.000000 Penalty: 1893.147095
	Iteration 0F: 2 clusters Score -1.465638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -14586280.000000 Penalty: 3786.294189
	Iteration 0F: 3 clusters Score -1.458628e+07 nChanged 55146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -14618988.000000 Penalty: 3786.294189
	Iteration 1F: 3 clusters Score -1.461899e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -14620032.000000 Penalty: 3786.294189
	Iteration 2Q: 3 clusters Score -1.462003e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -14621513.000000 Penalty: 3786.294189
	Iteration 3Q: 3 clusters Score -1.462151e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -14623553.000000 Penalty: 3786.294189
	Iteration 4Q: 3 clusters Score -1.462355e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -14626124.000000 Penalty: 3786.294189
	Iteration 5Q: 3 clusters Score -1.462612e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -14629565.000000 Penalty: 3786.294189
	Iteration 6F: 3 clusters Score -1.462956e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -14633691.000000 Penalty: 3786.294189
	Iteration 7F: 3 clusters Score -1.463369e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -14638594.000000 Penalty: 3786.294189
	Iteration 8F: 3 clusters Score -1.463859e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -14643301.000000 Penalty: 3786.294189
	Iteration 9F: 3 clusters Score -1.46433e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -14646908.000000 Penalty: 3786.294189
	Iteration 10F: 3 clusters Score -1.464691e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -14648733.000000 Penalty: 3786.294189
	Iteration 11Q: 3 clusters Score -1.464873e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -14649524.000000 Penalty: 3786.294189
	Iteration 12Q: 3 clusters Score -1.464952e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -14650017.000000 Penalty: 3786.294189
	Iteration 13Q: 3 clusters Score -1.465002e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -14650372.000000 Penalty: 3786.294189
	Iteration 14Q: 3 clusters Score -1.465037e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -14650734.000000 Penalty: 3786.294189
	Iteration 15Q: 3 clusters Score -1.465073e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -14651120.000000 Penalty: 3786.294189
	Iteration 16Q: 3 clusters Score -1.465112e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -14651418.000000 Penalty: 3786.294189
	Iteration 17Q: 3 clusters Score -1.465142e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -14651803.000000 Penalty: 3786.294189
	Iteration 18Q: 3 clusters Score -1.46518e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -14652121.000000 Penalty: 3786.294189
	Iteration 19Q: 3 clusters Score -1.465212e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
Score: -14652506.000000 Penalty: 3786.294189
	Iteration 20F: 3 clusters Score -1.465251e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -14652765.000000 Penalty: 3786.294189
	Iteration 21Q: 3 clusters Score -1.465276e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -14653113.000000 Penalty: 3786.294189
	Iteration 22Q: 3 clusters Score -1.465311e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -14653428.000000 Penalty: 3786.294189
	Iteration 23Q: 3 clusters Score -1.465343e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -14653638.000000 Penalty: 3786.294189
	Iteration 24Q: 3 clusters Score -1.465364e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -14653849.000000 Penalty: 3786.294189
	Iteration 25Q: 3 clusters Score -1.465385e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -14654050.000000 Penalty: 3786.294189
	Iteration 26Q: 3 clusters Score -1.465405e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -14654277.000000 Penalty: 3786.294189
	Iteration 27Q: 3 clusters Score -1.465428e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -14654440.000000 Penalty: 3786.294189
	Iteration 28Q: 3 clusters Score -1.465444e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -14654742.000000 Penalty: 3786.294189
	Iteration 29Q: 3 clusters Score -1.465474e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -14654863.000000 Penalty: 3786.294189
	Iteration 30Q: 3 clusters Score -1.465486e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -14655124.000000 Penalty: 3786.294189
	Iteration 31Q: 3 clusters Score -1.465512e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -14655315.000000 Penalty: 3786.294189
	Iteration 32Q: 3 clusters Score -1.465532e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -14655464.000000 Penalty: 3786.294189
	Iteration 33Q: 3 clusters Score -1.465546e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
Score: -14655684.000000 Penalty: 3786.294189
	Iteration 34Q: 3 clusters Score -1.465568e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -14655844.000000 Penalty: 3786.294189
	Iteration 35Q: 3 clusters Score -1.465584e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -14656002.000000 Penalty: 3786.294189
	Iteration 36Q: 3 clusters Score -1.4656e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -14656149.000000 Penalty: 3786.294189
	Iteration 37Q: 3 clusters Score -1.465615e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -14656247.000000 Penalty: 3786.294189
	Iteration 38Q: 3 clusters Score -1.465625e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -14656238.000000 Penalty: 3786.294189
	Iteration 39Q: 3 clusters Score -1.465624e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -14656331.000000 Penalty: 3786.294189
	Iteration 40F: 3 clusters Score -1.465633e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -14656324.000000 Penalty: 3786.294189
	Iteration 41Q: 3 clusters Score -1.465632e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -14656398.000000 Penalty: 3786.294189
	Iteration 42Q: 3 clusters Score -1.46564e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 105381 members 
Entering Unmasked Estep 
Score: -14656405.000000 Penalty: 3786.294189
	Iteration 43Q: 3 clusters Score -1.46564e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -14656388.000000 Penalty: 3786.294189
	Iteration 44Q: 3 clusters Score -1.465639e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 106887 members 
Entering Unmasked Estep 
Score: -14656530.000000 Penalty: 3786.294189
	Iteration 45Q: 3 clusters Score -1.465653e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 107585 members 
Entering Unmasked Estep 
Score: -14656515.000000 Penalty: 3786.294189
	Iteration 46Q: 3 clusters Score -1.465652e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 108243 members 
Entering Unmasked Estep 
Score: -14656505.000000 Penalty: 3786.294189
	Iteration 47Q: 3 clusters Score -1.46565e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 108856 members 
Entering Unmasked Estep 
Score: -14656515.000000 Penalty: 3786.294189
	Iteration 48Q: 3 clusters Score -1.465652e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 109427 members 
Entering Unmasked Estep 
Score: -14656458.000000 Penalty: 3786.294189
	Iteration 49Q: 3 clusters Score -1.465646e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -14656440.000000 Penalty: 3786.294189
	Iteration 50Q: 3 clusters Score -1.465644e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -14656404.000000 Penalty: 3786.294189
	Iteration 51Q: 3 clusters Score -1.46564e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 110825 members 
Entering Unmasked Estep 
Score: -14656350.000000 Penalty: 3786.294189
	Iteration 52Q: 3 clusters Score -1.465635e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 111198 members 
Entering Unmasked Estep 
Score: -14656263.000000 Penalty: 3786.294189
	Iteration 53Q: 3 clusters Score -1.465626e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 111516 members 
Entering Unmasked Estep 
Score: -14656174.000000 Penalty: 3786.294189
	Iteration 54Q: 3 clusters Score -1.465617e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -14656150.000000 Penalty: 3786.294189
	Iteration 55Q: 3 clusters Score -1.465615e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -14656073.000000 Penalty: 3786.294189
	Iteration 56Q: 3 clusters Score -1.465607e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 112249 members 
Entering Unmasked Estep 
Score: -14656049.000000 Penalty: 3786.294189
	Iteration 57Q: 3 clusters Score -1.465605e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 112438 members 
Entering Unmasked Estep 
Score: -14655978.000000 Penalty: 3786.294189
	Iteration 58Q: 3 clusters Score -1.465598e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -14655947.000000 Penalty: 3786.294189
	Iteration 59Q: 3 clusters Score -1.465595e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 112714 members 
Entering Unmasked Estep 
Score: -14655932.000000 Penalty: 3786.294189
	Iteration 60F: 3 clusters Score -1.465593e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 112815 members 
Entering Unmasked Estep 
Score: -14655865.000000 Penalty: 3786.294189
	Iteration 61Q: 3 clusters Score -1.465586e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 112903 members 
Entering Unmasked Estep 
Score: -14655833.000000 Penalty: 3786.294189
	Iteration 62Q: 3 clusters Score -1.465583e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -14655807.000000 Penalty: 3786.294189
	Iteration 63Q: 3 clusters Score -1.465581e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -14655795.000000 Penalty: 3786.294189
	Iteration 64Q: 3 clusters Score -1.46558e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -14655803.000000 Penalty: 3786.294189
	Iteration 65Q: 3 clusters Score -1.46558e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -14655819.000000 Penalty: 3786.294189
	Iteration 66Q: 3 clusters Score -1.465582e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 113171 members 
Entering Unmasked Estep 
Score: -14655786.000000 Penalty: 3786.294189
	Iteration 67Q: 3 clusters Score -1.465579e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -14655779.000000 Penalty: 3786.294189
	Iteration 68Q: 3 clusters Score -1.465578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -14655763.000000 Penalty: 3786.294189
	Iteration 69Q: 3 clusters Score -1.465576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -14655736.000000 Penalty: 3786.294189
	Iteration 70Q: 3 clusters Score -1.465574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 113278 members 
Entering Unmasked Estep 
Score: -14655728.000000 Penalty: 3786.294189
	Iteration 71Q: 3 clusters Score -1.465573e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 113305 members 
Entering Unmasked Estep 
Score: -14655703.000000 Penalty: 3786.294189
	Iteration 72Q: 3 clusters Score -1.46557e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 113332 members 
Entering Unmasked Estep 
Score: -14655696.000000 Penalty: 3786.294189
	Iteration 73Q: 3 clusters Score -1.46557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -14655686.000000 Penalty: 3786.294189
	Iteration 74Q: 3 clusters Score -1.465569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 113382 members 
Entering Unmasked Estep 
Score: -14655687.000000 Penalty: 3786.294189
	Iteration 75Q: 3 clusters Score -1.465569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 113404 members 
Entering Unmasked Estep 
Score: -14655674.000000 Penalty: 3786.294189
	Iteration 76Q: 3 clusters Score -1.465567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -14655673.000000 Penalty: 3786.294189
	Iteration 77Q: 3 clusters Score -1.465567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 113452 members 
Entering Unmasked Estep 
Score: -14655635.000000 Penalty: 3786.294189
	Iteration 78Q: 3 clusters Score -1.465564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 113471 members 
Entering Unmasked Estep 
Score: -14655657.000000 Penalty: 3786.294189
	Iteration 79Q: 3 clusters Score -1.465566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 113486 members 
Entering Unmasked Estep 
Score: -14655647.000000 Penalty: 3786.294189
	Iteration 80F: 3 clusters Score -1.465565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 113501 members 
Entering Unmasked Estep 
Score: -14655636.000000 Penalty: 3786.294189
	Iteration 81Q: 3 clusters Score -1.465564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -14655639.000000 Penalty: 3786.294189
	Iteration 82Q: 3 clusters Score -1.465564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 113531 members 
Entering Unmasked Estep 
Score: -14655644.000000 Penalty: 3786.294189
	Iteration 83Q: 3 clusters Score -1.465564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -14655635.000000 Penalty: 3786.294189
	Iteration 84Q: 3 clusters Score -1.465564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 113558 members 
Entering Unmasked Estep 
Score: -14655628.000000 Penalty: 3786.294189
	Iteration 85Q: 3 clusters Score -1.465563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -14655620.000000 Penalty: 3786.294189
	Iteration 86Q: 3 clusters Score -1.465562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 113584 members 
Entering Unmasked Estep 
Score: -14655606.000000 Penalty: 3786.294189
	Iteration 87Q: 3 clusters Score -1.465561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -14655609.000000 Penalty: 3786.294189
	Iteration 88Q: 3 clusters Score -1.465561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -14655589.000000 Penalty: 3786.294189
	Iteration 89Q: 3 clusters Score -1.465559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -14655596.000000 Penalty: 3786.294189
	Iteration 90Q: 3 clusters Score -1.46556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -14655600.000000 Penalty: 3786.294189
	Iteration 91Q: 3 clusters Score -1.46556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 113654 members 
Entering Unmasked Estep 
Score: -14655598.000000 Penalty: 3786.294189
	Iteration 92Q: 3 clusters Score -1.46556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 113661 members 
Entering Unmasked Estep 
Score: -14655607.000000 Penalty: 3786.294189
	Iteration 93Q: 3 clusters Score -1.465561e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 113670 members 
Entering Unmasked Estep 
Score: -14655605.000000 Penalty: 3786.294189
	Iteration 94Q: 3 clusters Score -1.46556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 113682 members 
Entering Unmasked Estep 
Score: -14655591.000000 Penalty: 3786.294189
	Iteration 95Q: 3 clusters Score -1.465559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -14655591.000000 Penalty: 3786.294189
	Iteration 96Q: 3 clusters Score -1.465559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -14655590.000000 Penalty: 3786.294189
	Iteration 97Q: 3 clusters Score -1.465559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 113700 members 
Entering Unmasked Estep 
Score: -14655599.000000 Penalty: 3786.294189
	Iteration 98Q: 3 clusters Score -1.46556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -14655605.000000 Penalty: 3786.294189
	Iteration 99Q: 3 clusters Score -1.46556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 113704 members 
Entering Unmasked Estep 
Score: -14655610.000000 Penalty: 3786.294189
	Iteration 100F: 3 clusters Score -1.465561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -14655603.000000 Penalty: 3786.294189
	Iteration 101Q: 3 clusters Score -1.46556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -14655619.000000 Penalty: 3786.294189
	Iteration 102Q: 3 clusters Score -1.465562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -14655613.000000 Penalty: 3786.294189
	Iteration 103Q: 3 clusters Score -1.465561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 113721 members 
Entering Unmasked Estep 
Score: -14655603.000000 Penalty: 3786.294189
	Iteration 104Q: 3 clusters Score -1.46556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 113723 members 
Entering Unmasked Estep 
Score: -14655601.000000 Penalty: 3786.294189
	Iteration 105Q: 3 clusters Score -1.46556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 113724 members 
Entering Unmasked Estep 
Score: -14655602.000000 Penalty: 3786.294189
	Iteration 106Q: 3 clusters Score -1.46556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 113726 members 
Entering Unmasked Estep 
Score: -14655607.000000 Penalty: 3786.294189
	Iteration 107Q: 3 clusters Score -1.465561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 113728 members 
Entering Unmasked Estep 
Score: -14655604.000000 Penalty: 3786.294189
	Iteration 108Q: 3 clusters Score -1.46556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 113731 members 
Entering Unmasked Estep 
Score: -14655609.000000 Penalty: 3786.294189
	Iteration 109Q: 3 clusters Score -1.465561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 113731 members 
Entering Unmasked Estep 
Score: -14655609.000000 Penalty: 3786.294189
	Iteration 110Q: 3 clusters Score -1.465561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 113731 members 
Entering Unmasked Estep 
Score: -14655609.000000 Penalty: 3786.294189
	Iteration 111F: 3 clusters Score -1.465561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Entering Unmasked Estep 
Score: -5401025.000000 Penalty: 1730.020752
	Iteration 0F: 2 clusters Score -5401025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -5373010.500000 Penalty: 3460.041504
	Iteration 0F: 3 clusters Score -5373010 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5383792.000000 Penalty: 3460.041504
	Iteration 1F: 3 clusters Score -5383792 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5384105.500000 Penalty: 3460.041504
	Iteration 2Q: 3 clusters Score -5384106 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -5384336.000000 Penalty: 3460.041504
	Iteration 3Q: 3 clusters Score -5384336 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -5384572.500000 Penalty: 3460.041504
	Iteration 4Q: 3 clusters Score -5384572 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -5384854.500000 Penalty: 3460.041504
	Iteration 5Q: 3 clusters Score -5384854 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5385203.000000 Penalty: 3460.041504
	Iteration 6Q: 3 clusters Score -5385203 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5385703.000000 Penalty: 3460.041504
	Iteration 7Q: 3 clusters Score -5385703 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -5386426.500000 Penalty: 3460.041504
	Iteration 8Q: 3 clusters Score -5386426 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -5387598.500000 Penalty: 3460.041504
	Iteration 9F: 3 clusters Score -5387598 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -5389392.000000 Penalty: 3460.041504
	Iteration 10F: 3 clusters Score -5389392 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -5391682.000000 Penalty: 3460.041504
	Iteration 11F: 3 clusters Score -5391682 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5394166.000000 Penalty: 3460.041504
	Iteration 12F: 3 clusters Score -5394166 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5396220.000000 Penalty: 3460.041504
	Iteration 13F: 3 clusters Score -5396220 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -5397498.000000 Penalty: 3460.041504
	Iteration 14Q: 3 clusters Score -5397498 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -5398170.500000 Penalty: 3460.041504
	Iteration 15Q: 3 clusters Score -5398170 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -5398570.000000 Penalty: 3460.041504
	Iteration 16Q: 3 clusters Score -5398570 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -5398809.500000 Penalty: 3460.041504
	Iteration 17Q: 3 clusters Score -5398810 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -5398962.500000 Penalty: 3460.041504
	Iteration 18Q: 3 clusters Score -5398962 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5399071.500000 Penalty: 3460.041504
	Iteration 19Q: 3 clusters Score -5399072 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5399184.500000 Penalty: 3460.041504
	Iteration 20F: 3 clusters Score -5399184 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -5399295.500000 Penalty: 3460.041504
	Iteration 21Q: 3 clusters Score -5399296 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -5399357.500000 Penalty: 3460.041504
	Iteration 22Q: 3 clusters Score -5399358 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -5399428.000000 Penalty: 3460.041504
	Iteration 23Q: 3 clusters Score -5399428 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5399483.000000 Penalty: 3460.041504
	Iteration 24Q: 3 clusters Score -5399483 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5399518.000000 Penalty: 3460.041504
	Iteration 25Q: 3 clusters Score -5399518 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5399559.500000 Penalty: 3460.041504
	Iteration 26Q: 3 clusters Score -5399560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -5399590.500000 Penalty: 3460.041504
	Iteration 27Q: 3 clusters Score -5399590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5399621.000000 Penalty: 3460.041504
	Iteration 28Q: 3 clusters Score -5399621 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5399636.500000 Penalty: 3460.041504
	Iteration 29Q: 3 clusters Score -5399636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5399661.000000 Penalty: 3460.041504
	Iteration 30Q: 3 clusters Score -5399661 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5399673.000000 Penalty: 3460.041504
	Iteration 31Q: 3 clusters Score -5399673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -5399682.000000 Penalty: 3460.041504
	Iteration 32Q: 3 clusters Score -5399682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -5399698.500000 Penalty: 3460.041504
	Iteration 33Q: 3 clusters Score -5399698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -5399701.500000 Penalty: 3460.041504
	Iteration 34Q: 3 clusters Score -5399702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5399703.500000 Penalty: 3460.041504
	Iteration 35Q: 3 clusters Score -5399704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5399708.000000 Penalty: 3460.041504
	Iteration 36Q: 3 clusters Score -5399708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -5399702.500000 Penalty: 3460.041504
	Iteration 37Q: 3 clusters Score -5399702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5399705.500000 Penalty: 3460.041504
	Iteration 38Q: 3 clusters Score -5399706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5399704.000000 Penalty: 3460.041504
	Iteration 39Q: 3 clusters Score -5399704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -5399709.500000 Penalty: 3460.041504
	Iteration 40F: 3 clusters Score -5399710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -5399723.500000 Penalty: 3460.041504
	Iteration 41Q: 3 clusters Score -5399724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -5399722.500000 Penalty: 3460.041504
	Iteration 42Q: 3 clusters Score -5399722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5399715.500000 Penalty: 3460.041504
	Iteration 43Q: 3 clusters Score -5399716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5399724.500000 Penalty: 3460.041504
	Iteration 44Q: 3 clusters Score -5399724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5399725.000000 Penalty: 3460.041504
	Iteration 45Q: 3 clusters Score -5399725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5399722.000000 Penalty: 3460.041504
	Iteration 46Q: 3 clusters Score -5399722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5399722.000000 Penalty: 3460.041504
	Iteration 47F: 3 clusters Score -5399722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109994 members 
Entering Unmasked Estep 
Score: -14234911.000000 Penalty: 1886.329468
	Iteration 0F: 2 clusters Score -1.423491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -14169831.000000 Penalty: 3772.658936
	Iteration 0F: 3 clusters Score -1.416983e+07 nChanged 52791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -14200247.000000 Penalty: 3772.658936
	Iteration 1F: 3 clusters Score -1.420025e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -14201202.000000 Penalty: 3772.658936
	Iteration 2Q: 3 clusters Score -1.42012e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -14202784.000000 Penalty: 3772.658936
	Iteration 3Q: 3 clusters Score -1.420278e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -14205271.000000 Penalty: 3772.658936
	Iteration 4F: 3 clusters Score -1.420527e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -14209436.000000 Penalty: 3772.658936
	Iteration 5F: 3 clusters Score -1.420944e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -14215022.000000 Penalty: 3772.658936
	Iteration 6F: 3 clusters Score -1.421502e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -14220688.000000 Penalty: 3772.658936
	Iteration 7F: 3 clusters Score -1.422069e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -14224655.000000 Penalty: 3772.658936
	Iteration 8F: 3 clusters Score -1.422466e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -14226964.000000 Penalty: 3772.658936
	Iteration 9Q: 3 clusters Score -1.422696e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -14228540.000000 Penalty: 3772.658936
	Iteration 10Q: 3 clusters Score -1.422854e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -14229751.000000 Penalty: 3772.658936
	Iteration 11Q: 3 clusters Score -1.422975e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -14230930.000000 Penalty: 3772.658936
	Iteration 12Q: 3 clusters Score -1.423093e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -14231792.000000 Penalty: 3772.658936
	Iteration 13Q: 3 clusters Score -1.423179e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 104759 members 
Entering Unmasked Estep 
Score: -14232280.000000 Penalty: 3772.658936
	Iteration 14Q: 3 clusters Score -1.423228e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -14232660.000000 Penalty: 3772.658936
	Iteration 15Q: 3 clusters Score -1.423266e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -14232991.000000 Penalty: 3772.658936
	Iteration 16Q: 3 clusters Score -1.423299e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 107107 members 
Entering Unmasked Estep 
Score: -14233207.000000 Penalty: 3772.658936
	Iteration 17Q: 3 clusters Score -1.423321e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 107524 members 
Entering Unmasked Estep 
Score: -14233259.000000 Penalty: 3772.658936
	Iteration 18Q: 3 clusters Score -1.423326e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 107845 members 
Entering Unmasked Estep 
Score: -14233350.000000 Penalty: 3772.658936
	Iteration 19Q: 3 clusters Score -1.423335e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 108080 members 
Entering Unmasked Estep 
Score: -14233375.000000 Penalty: 3772.658936
	Iteration 20F: 3 clusters Score -1.423338e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -14233394.000000 Penalty: 3772.658936
	Iteration 21Q: 3 clusters Score -1.423339e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 108412 members 
Entering Unmasked Estep 
Score: -14233445.000000 Penalty: 3772.658936
	Iteration 22Q: 3 clusters Score -1.423344e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -14233461.000000 Penalty: 3772.658936
	Iteration 23Q: 3 clusters Score -1.423346e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 108626 members 
Entering Unmasked Estep 
Score: -14233504.000000 Penalty: 3772.658936
	Iteration 24Q: 3 clusters Score -1.42335e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -14233523.000000 Penalty: 3772.658936
	Iteration 25Q: 3 clusters Score -1.423352e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -14233552.000000 Penalty: 3772.658936
	Iteration 26Q: 3 clusters Score -1.423355e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -14233555.000000 Penalty: 3772.658936
	Iteration 27Q: 3 clusters Score -1.423356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -14233578.000000 Penalty: 3772.658936
	Iteration 28Q: 3 clusters Score -1.423358e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 108928 members 
Entering Unmasked Estep 
Score: -14233600.000000 Penalty: 3772.658936
	Iteration 29Q: 3 clusters Score -1.42336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 108962 members 
Entering Unmasked Estep 
Score: -14233616.000000 Penalty: 3772.658936
	Iteration 30Q: 3 clusters Score -1.423362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -14233618.000000 Penalty: 3772.658936
	Iteration 31Q: 3 clusters Score -1.423362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 109004 members 
Entering Unmasked Estep 
Score: -14233624.000000 Penalty: 3772.658936
	Iteration 32Q: 3 clusters Score -1.423362e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -14233610.000000 Penalty: 3772.658936
	Iteration 33Q: 3 clusters Score -1.423361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -14233604.000000 Penalty: 3772.658936
	Iteration 34Q: 3 clusters Score -1.42336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 109047 members 
Entering Unmasked Estep 
Score: -14233605.000000 Penalty: 3772.658936
	Iteration 35Q: 3 clusters Score -1.42336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 109051 members 
Entering Unmasked Estep 
Score: -14233614.000000 Penalty: 3772.658936
	Iteration 36Q: 3 clusters Score -1.423361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -14233626.000000 Penalty: 3772.658936
	Iteration 37Q: 3 clusters Score -1.423363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 109056 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 3772.658936
	Iteration 38Q: 3 clusters Score -1.423362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 109064 members 
Entering Unmasked Estep 
Score: -14233617.000000 Penalty: 3772.658936
	Iteration 39Q: 3 clusters Score -1.423362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 109066 members 
Entering Unmasked Estep 
Score: -14233620.000000 Penalty: 3772.658936
	Iteration 40F: 3 clusters Score -1.423362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -14233631.000000 Penalty: 3772.658936
	Iteration 41Q: 3 clusters Score -1.423363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 109078 members 
Entering Unmasked Estep 
Score: -14233634.000000 Penalty: 3772.658936
	Iteration 42Q: 3 clusters Score -1.423363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -14233630.000000 Penalty: 3772.658936
	Iteration 43Q: 3 clusters Score -1.423363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -14233626.000000 Penalty: 3772.658936
	Iteration 44Q: 3 clusters Score -1.423363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 109089 members 
Entering Unmasked Estep 
Score: -14233628.000000 Penalty: 3772.658936
	Iteration 45Q: 3 clusters Score -1.423363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 109091 members 
Entering Unmasked Estep 
Score: -14233628.000000 Penalty: 3772.658936
	Iteration 46Q: 3 clusters Score -1.423363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 109094 members 
Entering Unmasked Estep 
Score: -14233629.000000 Penalty: 3772.658936
	Iteration 47Q: 3 clusters Score -1.423363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -14233627.000000 Penalty: 3772.658936
	Iteration 48Q: 3 clusters Score -1.423363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -14233627.000000 Penalty: 3772.658936
	Iteration 49Q: 3 clusters Score -1.423363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 109094 members 
Entering Unmasked Estep 
Score: -14233623.000000 Penalty: 3772.658936
	Iteration 50Q: 3 clusters Score -1.423362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 3772.658936
	Iteration 51Q: 3 clusters Score -1.423362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -14233628.000000 Penalty: 3772.658936
	Iteration 52Q: 3 clusters Score -1.423363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -14233628.000000 Penalty: 3772.658936
	Iteration 53F: 3 clusters Score -1.423363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Entering Unmasked Estep 
Score: -1312794.000000 Penalty: 1498.409790
	Iteration 0F: 2 clusters Score -1312794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1305578.625000 Penalty: 2996.819580
	Iteration 0F: 3 clusters Score -1305579 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1307872.000000 Penalty: 2996.819580
	Iteration 1F: 3 clusters Score -1307872 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1308093.875000 Penalty: 2996.819580
	Iteration 2F: 3 clusters Score -1308094 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1308271.625000 Penalty: 2996.819580
	Iteration 3Q: 3 clusters Score -1308272 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1308412.125000 Penalty: 2996.819580
	Iteration 4Q: 3 clusters Score -1308412 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1308520.625000 Penalty: 2996.819580
	Iteration 5Q: 3 clusters Score -1308521 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1308646.750000 Penalty: 2996.819580
	Iteration 6Q: 3 clusters Score -1308647 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1308787.375000 Penalty: 2996.819580
	Iteration 7Q: 3 clusters Score -1308787 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1308924.875000 Penalty: 2996.819580
	Iteration 8Q: 3 clusters Score -1308925 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1309080.375000 Penalty: 2996.819580
	Iteration 9Q: 3 clusters Score -1309080 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1309273.875000 Penalty: 2996.819580
	Iteration 10Q: 3 clusters Score -1309274 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1309495.500000 Penalty: 2996.819580
	Iteration 11Q: 3 clusters Score -1309496 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1309756.375000 Penalty: 2996.819580
	Iteration 12Q: 3 clusters Score -1309756 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1310033.250000 Penalty: 2996.819580
	Iteration 13Q: 3 clusters Score -1310033 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1310289.375000 Penalty: 2996.819580
	Iteration 14Q: 3 clusters Score -1310289 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1310482.500000 Penalty: 2996.819580
	Iteration 15Q: 3 clusters Score -1310482 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1310579.375000 Penalty: 2996.819580
	Iteration 16Q: 3 clusters Score -1310579 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1310627.125000 Penalty: 2996.819580
	Iteration 17Q: 3 clusters Score -1310627 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1310660.625000 Penalty: 2996.819580
	Iteration 18Q: 3 clusters Score -1310661 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1310681.750000 Penalty: 2996.819580
	Iteration 19Q: 3 clusters Score -1310682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1310693.125000 Penalty: 2996.819580
	Iteration 20F: 3 clusters Score -1310693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1310705.125000 Penalty: 2996.819580
	Iteration 21Q: 3 clusters Score -1310705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1310718.375000 Penalty: 2996.819580
	Iteration 22Q: 3 clusters Score -1310718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1310724.875000 Penalty: 2996.819580
	Iteration 23Q: 3 clusters Score -1310725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1310728.125000 Penalty: 2996.819580
	Iteration 24Q: 3 clusters Score -1310728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1310732.375000 Penalty: 2996.819580
	Iteration 25Q: 3 clusters Score -1310732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1310736.750000 Penalty: 2996.819580
	Iteration 26Q: 3 clusters Score -1310737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1310740.250000 Penalty: 2996.819580
	Iteration 27Q: 3 clusters Score -1310740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1310747.000000 Penalty: 2996.819580
	Iteration 28Q: 3 clusters Score -1310747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1310748.625000 Penalty: 2996.819580
	Iteration 29Q: 3 clusters Score -1310749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1310752.250000 Penalty: 2996.819580
	Iteration 30Q: 3 clusters Score -1310752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1310753.375000 Penalty: 2996.819580
	Iteration 31Q: 3 clusters Score -1310753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1310752.500000 Penalty: 2996.819580
	Iteration 32Q: 3 clusters Score -1310752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1310752.125000 Penalty: 2996.819580
	Iteration 33Q: 3 clusters Score -1310752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1310756.625000 Penalty: 2996.819580
	Iteration 34Q: 3 clusters Score -1310757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1310760.625000 Penalty: 2996.819580
	Iteration 35Q: 3 clusters Score -1310761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1310755.750000 Penalty: 2996.819580
	Iteration 36Q: 3 clusters Score -1310756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1310756.500000 Penalty: 2996.819580
	Iteration 37Q: 3 clusters Score -1310756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1310759.750000 Penalty: 2996.819580
	Iteration 38Q: 3 clusters Score -1310760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1310762.625000 Penalty: 2996.819580
	Iteration 39Q: 3 clusters Score -1310763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1310763.250000 Penalty: 2996.819580
	Iteration 40F: 3 clusters Score -1310763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1310763.250000 Penalty: 2996.819580
	Iteration 41Q: 3 clusters Score -1310763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1310762.000000 Penalty: 2996.819580
	Iteration 42Q: 3 clusters Score -1310762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1310763.375000 Penalty: 2996.819580
	Iteration 43Q: 3 clusters Score -1310763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1310762.625000 Penalty: 2996.819580
	Iteration 44Q: 3 clusters Score -1310763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1310762.250000 Penalty: 2996.819580
	Iteration 45Q: 3 clusters Score -1310762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1310762.250000 Penalty: 2996.819580
	Iteration 46F: 3 clusters Score -1310762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Entering Unmasked Estep 
Score: -5930451.500000 Penalty: 1747.212524
	Iteration 0F: 2 clusters Score -5930452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -5899070.000000 Penalty: 3494.425049
	Iteration 0F: 3 clusters Score -5899070 nChanged 21994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -5911450.500000 Penalty: 3494.425049
	Iteration 1F: 3 clusters Score -5911450 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5912267.000000 Penalty: 3494.425049
	Iteration 2Q: 3 clusters Score -5912267 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5913351.500000 Penalty: 3494.425049
	Iteration 3Q: 3 clusters Score -5913352 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -5914941.500000 Penalty: 3494.425049
	Iteration 4F: 3 clusters Score -5914942 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -5917102.500000 Penalty: 3494.425049
	Iteration 5F: 3 clusters Score -5917102 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -5919632.000000 Penalty: 3494.425049
	Iteration 6F: 3 clusters Score -5919632 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -5922008.500000 Penalty: 3494.425049
	Iteration 7F: 3 clusters Score -5922008 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -5923902.000000 Penalty: 3494.425049
	Iteration 8F: 3 clusters Score -5923902 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -5925241.000000 Penalty: 3494.425049
	Iteration 9Q: 3 clusters Score -5925241 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -5926049.000000 Penalty: 3494.425049
	Iteration 10Q: 3 clusters Score -5926049 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -5926551.500000 Penalty: 3494.425049
	Iteration 11Q: 3 clusters Score -5926552 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5926991.000000 Penalty: 3494.425049
	Iteration 12Q: 3 clusters Score -5926991 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -5927325.000000 Penalty: 3494.425049
	Iteration 13Q: 3 clusters Score -5927325 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -5927620.500000 Penalty: 3494.425049
	Iteration 14Q: 3 clusters Score -5927620 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -5927825.500000 Penalty: 3494.425049
	Iteration 15Q: 3 clusters Score -5927826 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5928041.500000 Penalty: 3494.425049
	Iteration 16Q: 3 clusters Score -5928042 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -5928218.000000 Penalty: 3494.425049
	Iteration 17Q: 3 clusters Score -5928218 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -5928423.500000 Penalty: 3494.425049
	Iteration 18Q: 3 clusters Score -5928424 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -5928581.000000 Penalty: 3494.425049
	Iteration 19Q: 3 clusters Score -5928581 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -5928742.000000 Penalty: 3494.425049
	Iteration 20F: 3 clusters Score -5928742 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -5928817.000000 Penalty: 3494.425049
	Iteration 21Q: 3 clusters Score -5928817 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -5928887.500000 Penalty: 3494.425049
	Iteration 22Q: 3 clusters Score -5928888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5928941.000000 Penalty: 3494.425049
	Iteration 23Q: 3 clusters Score -5928941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -5928975.500000 Penalty: 3494.425049
	Iteration 24Q: 3 clusters Score -5928976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -5929027.500000 Penalty: 3494.425049
	Iteration 25Q: 3 clusters Score -5929028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -5929086.000000 Penalty: 3494.425049
	Iteration 26Q: 3 clusters Score -5929086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -5929116.500000 Penalty: 3494.425049
	Iteration 27Q: 3 clusters Score -5929116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5929142.000000 Penalty: 3494.425049
	Iteration 28Q: 3 clusters Score -5929142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -5929181.500000 Penalty: 3494.425049
	Iteration 29Q: 3 clusters Score -5929182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -5929201.000000 Penalty: 3494.425049
	Iteration 30Q: 3 clusters Score -5929201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -5929201.500000 Penalty: 3494.425049
	Iteration 31Q: 3 clusters Score -5929202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5929217.000000 Penalty: 3494.425049
	Iteration 32Q: 3 clusters Score -5929217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5929222.000000 Penalty: 3494.425049
	Iteration 33Q: 3 clusters Score -5929222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5929224.500000 Penalty: 3494.425049
	Iteration 34Q: 3 clusters Score -5929224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -5929228.500000 Penalty: 3494.425049
	Iteration 35Q: 3 clusters Score -5929228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -5929233.500000 Penalty: 3494.425049
	Iteration 36Q: 3 clusters Score -5929234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -5929238.500000 Penalty: 3494.425049
	Iteration 37Q: 3 clusters Score -5929238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -5929240.000000 Penalty: 3494.425049
	Iteration 38Q: 3 clusters Score -5929240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -5929244.500000 Penalty: 3494.425049
	Iteration 39Q: 3 clusters Score -5929244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -5929242.000000 Penalty: 3494.425049
	Iteration 40F: 3 clusters Score -5929242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -762185.625000 Penalty: 1410.083984
	Iteration 0F: 2 clusters Score -762185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -757677.187500 Penalty: 2820.167969
	Iteration 0F: 3 clusters Score -757677.2 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -758998.375000 Penalty: 2820.167969
	Iteration 1F: 3 clusters Score -758998.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -759179.625000 Penalty: 2820.167969
	Iteration 2F: 3 clusters Score -759179.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -759284.125000 Penalty: 2820.167969
	Iteration 3Q: 3 clusters Score -759284.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -759350.500000 Penalty: 2820.167969
	Iteration 4Q: 3 clusters Score -759350.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -759399.375000 Penalty: 2820.167969
	Iteration 5Q: 3 clusters Score -759399.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -759445.500000 Penalty: 2820.167969
	Iteration 6Q: 3 clusters Score -759445.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -759490.062500 Penalty: 2820.167969
	Iteration 7Q: 3 clusters Score -759490.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -759532.812500 Penalty: 2820.167969
	Iteration 8Q: 3 clusters Score -759532.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -759575.687500 Penalty: 2820.167969
	Iteration 9Q: 3 clusters Score -759575.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -759614.437500 Penalty: 2820.167969
	Iteration 10Q: 3 clusters Score -759614.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -759652.812500 Penalty: 2820.167969
	Iteration 11Q: 3 clusters Score -759652.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -759697.000000 Penalty: 2820.167969
	Iteration 12Q: 3 clusters Score -759697 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -759753.750000 Penalty: 2820.167969
	Iteration 13Q: 3 clusters Score -759753.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -759805.562500 Penalty: 2820.167969
	Iteration 14Q: 3 clusters Score -759805.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -759851.312500 Penalty: 2820.167969
	Iteration 15Q: 3 clusters Score -759851.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -759898.375000 Penalty: 2820.167969
	Iteration 16Q: 3 clusters Score -759898.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -759949.875000 Penalty: 2820.167969
	Iteration 17Q: 3 clusters Score -759949.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -759998.562500 Penalty: 2820.167969
	Iteration 18Q: 3 clusters Score -759998.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -760046.187500 Penalty: 2820.167969
	Iteration 19Q: 3 clusters Score -760046.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -760095.562500 Penalty: 2820.167969
	Iteration 20F: 3 clusters Score -760095.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -760161.625000 Penalty: 2820.167969
	Iteration 21Q: 3 clusters Score -760161.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -760229.625000 Penalty: 2820.167969
	Iteration 22Q: 3 clusters Score -760229.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -760302.562500 Penalty: 2820.167969
	Iteration 23Q: 3 clusters Score -760302.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -760381.125000 Penalty: 2820.167969
	Iteration 24Q: 3 clusters Score -760381.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -760454.625000 Penalty: 2820.167969
	Iteration 25Q: 3 clusters Score -760454.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -760510.750000 Penalty: 2820.167969
	Iteration 26Q: 3 clusters Score -760510.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -760560.312500 Penalty: 2820.167969
	Iteration 27Q: 3 clusters Score -760560.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -760595.250000 Penalty: 2820.167969
	Iteration 28Q: 3 clusters Score -760595.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -760624.375000 Penalty: 2820.167969
	Iteration 29Q: 3 clusters Score -760624.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -760651.812500 Penalty: 2820.167969
	Iteration 30Q: 3 clusters Score -760651.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -760681.000000 Penalty: 2820.167969
	Iteration 31Q: 3 clusters Score -760681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -760711.250000 Penalty: 2820.167969
	Iteration 32Q: 3 clusters Score -760711.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -760741.562500 Penalty: 2820.167969
	Iteration 33Q: 3 clusters Score -760741.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -760770.562500 Penalty: 2820.167969
	Iteration 34Q: 3 clusters Score -760770.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -760795.500000 Penalty: 2820.167969
	Iteration 35Q: 3 clusters Score -760795.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -760827.375000 Penalty: 2820.167969
	Iteration 36Q: 3 clusters Score -760827.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -760846.875000 Penalty: 2820.167969
	Iteration 37Q: 3 clusters Score -760846.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -760860.750000 Penalty: 2820.167969
	Iteration 38Q: 3 clusters Score -760860.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -760872.187500 Penalty: 2820.167969
	Iteration 39Q: 3 clusters Score -760872.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -760877.375000 Penalty: 2820.167969
	Iteration 40F: 3 clusters Score -760877.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -760884.125000 Penalty: 2820.167969
	Iteration 41Q: 3 clusters Score -760884.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -760889.250000 Penalty: 2820.167969
	Iteration 42Q: 3 clusters Score -760889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -760893.500000 Penalty: 2820.167969
	Iteration 43Q: 3 clusters Score -760893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -760896.687500 Penalty: 2820.167969
	Iteration 44Q: 3 clusters Score -760896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -760899.125000 Penalty: 2820.167969
	Iteration 45Q: 3 clusters Score -760899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -760898.562500 Penalty: 2820.167969
	Iteration 46Q: 3 clusters Score -760898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -760900.937500 Penalty: 2820.167969
	Iteration 47Q: 3 clusters Score -760900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -760902.500000 Penalty: 2820.167969
	Iteration 48Q: 3 clusters Score -760902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -760904.875000 Penalty: 2820.167969
	Iteration 49Q: 3 clusters Score -760904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -760906.500000 Penalty: 2820.167969
	Iteration 50Q: 3 clusters Score -760906.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -760910.500000 Penalty: 2820.167969
	Iteration 51Q: 3 clusters Score -760910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -760914.687500 Penalty: 2820.167969
	Iteration 52Q: 3 clusters Score -760914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -760916.312500 Penalty: 2820.167969
	Iteration 53Q: 3 clusters Score -760916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -760917.687500 Penalty: 2820.167969
	Iteration 54Q: 3 clusters Score -760917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -760918.250000 Penalty: 2820.167969
	Iteration 55Q: 3 clusters Score -760918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -760919.875000 Penalty: 2820.167969
	Iteration 56Q: 3 clusters Score -760919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -760920.000000 Penalty: 2820.167969
	Iteration 57Q: 3 clusters Score -760920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -760920.687500 Penalty: 2820.167969
	Iteration 58Q: 3 clusters Score -760920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -760921.312500 Penalty: 2820.167969
	Iteration 59Q: 3 clusters Score -760921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -760923.812500 Penalty: 2820.167969
	Iteration 60F: 3 clusters Score -760923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -760924.187500 Penalty: 2820.167969
	Iteration 61Q: 3 clusters Score -760924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -760925.750000 Penalty: 2820.167969
	Iteration 62Q: 3 clusters Score -760925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -760928.312500 Penalty: 2820.167969
	Iteration 63Q: 3 clusters Score -760928.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -760931.125000 Penalty: 2820.167969
	Iteration 64Q: 3 clusters Score -760931.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -760934.062500 Penalty: 2820.167969
	Iteration 65Q: 3 clusters Score -760934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -760937.500000 Penalty: 2820.167969
	Iteration 66Q: 3 clusters Score -760937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -760939.062500 Penalty: 2820.167969
	Iteration 67Q: 3 clusters Score -760939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -760939.687500 Penalty: 2820.167969
	Iteration 68Q: 3 clusters Score -760939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -760941.937500 Penalty: 2820.167969
	Iteration 69Q: 3 clusters Score -760941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -760943.187500 Penalty: 2820.167969
	Iteration 70Q: 3 clusters Score -760943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -760942.062500 Penalty: 2820.167969
	Iteration 71Q: 3 clusters Score -760942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -760943.000000 Penalty: 2820.167969
	Iteration 72Q: 3 clusters Score -760943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -760944.437500 Penalty: 2820.167969
	Iteration 73Q: 3 clusters Score -760944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -760945.062500 Penalty: 2820.167969
	Iteration 74Q: 3 clusters Score -760945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -760947.437500 Penalty: 2820.167969
	Iteration 75Q: 3 clusters Score -760947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -760948.812500 Penalty: 2820.167969
	Iteration 76Q: 3 clusters Score -760948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -760951.687500 Penalty: 2820.167969
	Iteration 77Q: 3 clusters Score -760951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -760953.875000 Penalty: 2820.167969
	Iteration 78Q: 3 clusters Score -760953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -760958.187500 Penalty: 2820.167969
	Iteration 79Q: 3 clusters Score -760958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -760957.812500 Penalty: 2820.167969
	Iteration 80F: 3 clusters Score -760957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103920 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107805 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816144.000000 Penalty: 34500.488281
Iteration 479Q: 17 clusters Score -7.281614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103921 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107804 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816160.000000 Penalty: 34500.488281
Iteration 480F: 17 clusters Score -7.281616e+07 nChanged 0
Entering ConstructFrom: 
Score: -72816160.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -76010.585938 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -76010.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74892.148438 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -74892.15 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75314.140625 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -75314.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75454.523438 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -75454.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75601.046875 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -75601.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75772.007812 Penalty: 2154.542969
	Iteration 4F: 3 clusters Score -75772.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75893.710938 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -75893.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75980.882812 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -75980.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76008.781250 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -76008.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76027.703125 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -76027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76032.789062 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -76032.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76034.296875 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -76034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76034.937500 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -76034.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76040.765625 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -76040.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76046.781250 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -76046.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76048.671875 Penalty: 2154.542969
	Iteration 14Q: 3 clusters Score -76048.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76059.859375 Penalty: 2154.542969
	Iteration 15Q: 3 clusters Score -76059.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76061.140625 Penalty: 2154.542969
	Iteration 16Q: 3 clusters Score -76061.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76065.078125 Penalty: 2154.542969
	Iteration 17F: 3 clusters Score -76065.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76079.890625 Penalty: 2154.542969
	Iteration 18Q: 3 clusters Score -76079.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76099.156250 Penalty: 2154.542969
	Iteration 19Q: 3 clusters Score -76099.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76099.156250 Penalty: 2154.542969
	Iteration 20F: 3 clusters Score -76099.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103921 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107804 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
Score: -72815152.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72816160.000000 to -72815152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -63013.796875 Penalty: 1040.311523
	Iteration 0F: 2 clusters Score -63013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62019.601562 Penalty: 2080.623047
	Iteration 0F: 3 clusters Score -62019.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62602.218750 Penalty: 2080.623047
	Iteration 1F: 3 clusters Score -62602.22 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62892.121094 Penalty: 2080.623047
	Iteration 2F: 3 clusters Score -62892.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63073.414062 Penalty: 2080.623047
	Iteration 3F: 3 clusters Score -63073.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63168.105469 Penalty: 2080.623047
	Iteration 4Q: 3 clusters Score -63168.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63225.832031 Penalty: 2080.623047
	Iteration 5Q: 3 clusters Score -63225.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63274.531250 Penalty: 2080.623047
	Iteration 6Q: 3 clusters Score -63274.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63305.363281 Penalty: 2080.623047
	Iteration 7Q: 3 clusters Score -63305.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63318.683594 Penalty: 2080.623047
	Iteration 8Q: 3 clusters Score -63318.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63329.398438 Penalty: 2080.623047
	Iteration 9Q: 3 clusters Score -63329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63345.746094 Penalty: 2080.623047
	Iteration 10Q: 3 clusters Score -63345.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63349.191406 Penalty: 2080.623047
	Iteration 11Q: 3 clusters Score -63349.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63354.695312 Penalty: 2080.623047
	Iteration 12Q: 3 clusters Score -63354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63357.816406 Penalty: 2080.623047
	Iteration 13Q: 3 clusters Score -63357.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63361.160156 Penalty: 2080.623047
	Iteration 14Q: 3 clusters Score -63361.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63364.738281 Penalty: 2080.623047
	Iteration 15Q: 3 clusters Score -63364.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63366.750000 Penalty: 2080.623047
	Iteration 16Q: 3 clusters Score -63366.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63369.972656 Penalty: 2080.623047
	Iteration 17Q: 3 clusters Score -63369.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63372.085938 Penalty: 2080.623047
	Iteration 18F: 3 clusters Score -63372.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63376.335938 Penalty: 2080.623047
	Iteration 19Q: 3 clusters Score -63376.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63378.117188 Penalty: 2080.623047
	Iteration 20F: 3 clusters Score -63378.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 103921 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107804 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
Score: -72815392.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72816160.000000 to -72815392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37627.656250 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37627.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36622.128906 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -36622.13 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37149.425781 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37149.43 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37388.132812 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37388.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37581.101562 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37581.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37773.367188 Penalty: 2024.906494
	Iteration 4F: 3 clusters Score -37773.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37849.750000 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -37849.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37889.269531 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -37889.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37932.183594 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -37932.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37953.507812 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -37953.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37992.835938 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -37992.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38018.074219 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38018.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38021.128906 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38021.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38021.570312 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -38021.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38021.570312 Penalty: 2024.906494
	Iteration 13F: 3 clusters Score -38021.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 103921 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 107804 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 114707 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 109994 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 5869 members 
Entering Unmasked Estep 
Score: -72815384.000000 Penalty: 36656.769531
Splitting cluster 3 changes total score from -72816160.000000 to -72815384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (103921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Entering Unmasked Estep 
Score: -13229566.000000 Penalty: 1877.100220
	Iteration 0F: 2 clusters Score -1.322957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -13161442.000000 Penalty: 3754.200439
	Iteration 0F: 3 clusters Score -1.316144e+07 nChanged 49547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -13189910.000000 Penalty: 3754.200439
	Iteration 1F: 3 clusters Score -1.318991e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -13190426.000000 Penalty: 3754.200439
	Iteration 2Q: 3 clusters Score -1.319043e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -13191104.000000 Penalty: 3754.200439
	Iteration 3Q: 3 clusters Score -1.31911e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -13191856.000000 Penalty: 3754.200439
	Iteration 4Q: 3 clusters Score -1.319186e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -13192802.000000 Penalty: 3754.200439
	Iteration 5Q: 3 clusters Score -1.31928e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -13193955.000000 Penalty: 3754.200439
	Iteration 6Q: 3 clusters Score -1.319396e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -13195901.000000 Penalty: 3754.200439
	Iteration 7Q: 3 clusters Score -1.31959e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -13198880.000000 Penalty: 3754.200439
	Iteration 8Q: 3 clusters Score -1.319888e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -13203117.000000 Penalty: 3754.200439
	Iteration 9F: 3 clusters Score -1.320312e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -13208340.000000 Penalty: 3754.200439
	Iteration 10F: 3 clusters Score -1.320834e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -13213239.000000 Penalty: 3754.200439
	Iteration 11F: 3 clusters Score -1.321324e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -13216341.000000 Penalty: 3754.200439
	Iteration 12Q: 3 clusters Score -1.321634e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -13217820.000000 Penalty: 3754.200439
	Iteration 13Q: 3 clusters Score -1.321782e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -13218760.000000 Penalty: 3754.200439
	Iteration 14Q: 3 clusters Score -1.321876e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -13219584.000000 Penalty: 3754.200439
	Iteration 15Q: 3 clusters Score -1.321958e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -13220322.000000 Penalty: 3754.200439
	Iteration 16Q: 3 clusters Score -1.322032e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -13221093.000000 Penalty: 3754.200439
	Iteration 17Q: 3 clusters Score -1.322109e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -13221875.000000 Penalty: 3754.200439
	Iteration 18Q: 3 clusters Score -1.322188e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -13222699.000000 Penalty: 3754.200439
	Iteration 19Q: 3 clusters Score -1.32227e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -13223514.000000 Penalty: 3754.200439
	Iteration 20F: 3 clusters Score -1.322351e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -13224246.000000 Penalty: 3754.200439
	Iteration 21Q: 3 clusters Score -1.322425e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -13224920.000000 Penalty: 3754.200439
	Iteration 22Q: 3 clusters Score -1.322492e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -13225563.000000 Penalty: 3754.200439
	Iteration 23Q: 3 clusters Score -1.322556e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -13226103.000000 Penalty: 3754.200439
	Iteration 24Q: 3 clusters Score -1.32261e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -13226530.000000 Penalty: 3754.200439
	Iteration 25Q: 3 clusters Score -1.322653e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -13226862.000000 Penalty: 3754.200439
	Iteration 26Q: 3 clusters Score -1.322686e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 101129 members 
Entering Unmasked Estep 
Score: -13227078.000000 Penalty: 3754.200439
	Iteration 27Q: 3 clusters Score -1.322708e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -13227285.000000 Penalty: 3754.200439
	Iteration 28Q: 3 clusters Score -1.322728e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -13227417.000000 Penalty: 3754.200439
	Iteration 29Q: 3 clusters Score -1.322742e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -13227514.000000 Penalty: 3754.200439
	Iteration 30Q: 3 clusters Score -1.322751e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 102330 members 
Entering Unmasked Estep 
Score: -13227602.000000 Penalty: 3754.200439
	Iteration 31Q: 3 clusters Score -1.32276e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 102477 members 
Entering Unmasked Estep 
Score: -13227690.000000 Penalty: 3754.200439
	Iteration 32Q: 3 clusters Score -1.322769e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 102607 members 
Entering Unmasked Estep 
Score: -13227768.000000 Penalty: 3754.200439
	Iteration 33Q: 3 clusters Score -1.322777e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 102703 members 
Entering Unmasked Estep 
Score: -13227843.000000 Penalty: 3754.200439
	Iteration 34Q: 3 clusters Score -1.322784e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 102778 members 
Entering Unmasked Estep 
Score: -13227868.000000 Penalty: 3754.200439
	Iteration 35Q: 3 clusters Score -1.322787e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 102846 members 
Entering Unmasked Estep 
Score: -13227922.000000 Penalty: 3754.200439
	Iteration 36Q: 3 clusters Score -1.322792e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 102891 members 
Entering Unmasked Estep 
Score: -13227950.000000 Penalty: 3754.200439
	Iteration 37Q: 3 clusters Score -1.322795e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -13227962.000000 Penalty: 3754.200439
	Iteration 38Q: 3 clusters Score -1.322796e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -13227978.000000 Penalty: 3754.200439
	Iteration 39Q: 3 clusters Score -1.322798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 102983 members 
Entering Unmasked Estep 
Score: -13227999.000000 Penalty: 3754.200439
	Iteration 40F: 3 clusters Score -1.3228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 102997 members 
Entering Unmasked Estep 
Score: -13227988.000000 Penalty: 3754.200439
	Iteration 41Q: 3 clusters Score -1.322799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -13227992.000000 Penalty: 3754.200439
	Iteration 42Q: 3 clusters Score -1.322799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 103017 members 
Entering Unmasked Estep 
Score: -13227989.000000 Penalty: 3754.200439
	Iteration 43Q: 3 clusters Score -1.322799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -13227995.000000 Penalty: 3754.200439
	Iteration 44Q: 3 clusters Score -1.3228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 103032 members 
Entering Unmasked Estep 
Score: -13227996.000000 Penalty: 3754.200439
	Iteration 45Q: 3 clusters Score -1.3228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -13227997.000000 Penalty: 3754.200439
	Iteration 46Q: 3 clusters Score -1.3228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 103045 members 
Entering Unmasked Estep 
Score: -13227998.000000 Penalty: 3754.200439
	Iteration 47Q: 3 clusters Score -1.3228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -13228007.000000 Penalty: 3754.200439
	Iteration 48Q: 3 clusters Score -1.322801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -13228017.000000 Penalty: 3754.200439
	Iteration 49Q: 3 clusters Score -1.322802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -13228017.000000 Penalty: 3754.200439
	Iteration 50Q: 3 clusters Score -1.322802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -13228024.000000 Penalty: 3754.200439
	Iteration 51Q: 3 clusters Score -1.322802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 103076 members 
Entering Unmasked Estep 
Score: -13228025.000000 Penalty: 3754.200439
	Iteration 52Q: 3 clusters Score -1.322802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -13228021.000000 Penalty: 3754.200439
	Iteration 53Q: 3 clusters Score -1.322802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -13228031.000000 Penalty: 3754.200439
	Iteration 54Q: 3 clusters Score -1.322803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 103085 members 
Entering Unmasked Estep 
Score: -13228029.000000 Penalty: 3754.200439
	Iteration 55Q: 3 clusters Score -1.322803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -13228040.000000 Penalty: 3754.200439
	Iteration 56Q: 3 clusters Score -1.322804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -13228043.000000 Penalty: 3754.200439
	Iteration 57Q: 3 clusters Score -1.322804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 103090 members 
Entering Unmasked Estep 
Score: -13228046.000000 Penalty: 3754.200439
	Iteration 58Q: 3 clusters Score -1.322805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -13228045.000000 Penalty: 3754.200439
	Iteration 59Q: 3 clusters Score -1.322804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 103094 members 
Entering Unmasked Estep 
Score: -13228040.000000 Penalty: 3754.200439
	Iteration 60F: 3 clusters Score -1.322804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -13228038.000000 Penalty: 3754.200439
	Iteration 61Q: 3 clusters Score -1.322804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 103097 members 
Entering Unmasked Estep 
Score: -13228046.000000 Penalty: 3754.200439
	Iteration 62Q: 3 clusters Score -1.322805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 103100 members 
Entering Unmasked Estep 
Score: -13228043.000000 Penalty: 3754.200439
	Iteration 63Q: 3 clusters Score -1.322804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 103103 members 
Entering Unmasked Estep 
Score: -13228049.000000 Penalty: 3754.200439
	Iteration 64Q: 3 clusters Score -1.322805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 103108 members 
Entering Unmasked Estep 
Score: -13228044.000000 Penalty: 3754.200439
	Iteration 65Q: 3 clusters Score -1.322804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -13228042.000000 Penalty: 3754.200439
	Iteration 66Q: 3 clusters Score -1.322804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 103115 members 
Entering Unmasked Estep 
Score: -13228042.000000 Penalty: 3754.200439
	Iteration 67Q: 3 clusters Score -1.322804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -13228053.000000 Penalty: 3754.200439
	Iteration 68Q: 3 clusters Score -1.322805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 103124 members 
Entering Unmasked Estep 
Score: -13228052.000000 Penalty: 3754.200439
	Iteration 69Q: 3 clusters Score -1.322805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 103125 members 
Entering Unmasked Estep 
Score: -13228058.000000 Penalty: 3754.200439
	Iteration 70Q: 3 clusters Score -1.322806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 103125 members 
Entering Unmasked Estep 
Score: -13228058.000000 Penalty: 3754.200439
	Iteration 71F: 3 clusters Score -1.322806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -12854.475586 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -12854.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12146.370117 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -12146.37 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12562.732422 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -12562.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12702.067383 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -12702.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12770.354492 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -12770.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12784.327148 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -12784.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12791.470703 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -12791.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12803.301758 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -12803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12807.362305 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -12807.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12808.559570 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -12808.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12809.337891 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -12809.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12809.337891 Penalty: 1877.736938
	Iteration 10F: 3 clusters Score -12809.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Entering Unmasked Estep 
Score: -2142382.250000 Penalty: 1583.907959
	Iteration 0F: 2 clusters Score -2142382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2130653.000000 Penalty: 3167.815918
	Iteration 0F: 3 clusters Score -2130653 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2134780.000000 Penalty: 3167.815918
	Iteration 1F: 3 clusters Score -2134780 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2135123.000000 Penalty: 3167.815918
	Iteration 2F: 3 clusters Score -2135123 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2135493.750000 Penalty: 3167.815918
	Iteration 3Q: 3 clusters Score -2135494 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2135915.250000 Penalty: 3167.815918
	Iteration 4F: 3 clusters Score -2135915 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2136450.000000 Penalty: 3167.815918
	Iteration 5F: 3 clusters Score -2136450 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2137182.000000 Penalty: 3167.815918
	Iteration 6F: 3 clusters Score -2137182 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2138106.250000 Penalty: 3167.815918
	Iteration 7F: 3 clusters Score -2138106 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2139023.750000 Penalty: 3167.815918
	Iteration 8F: 3 clusters Score -2139024 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2139803.750000 Penalty: 3167.815918
	Iteration 9F: 3 clusters Score -2139804 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2140365.500000 Penalty: 3167.815918
	Iteration 10Q: 3 clusters Score -2140366 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2140685.500000 Penalty: 3167.815918
	Iteration 11Q: 3 clusters Score -2140686 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2140881.500000 Penalty: 3167.815918
	Iteration 12Q: 3 clusters Score -2140882 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2140997.250000 Penalty: 3167.815918
	Iteration 13Q: 3 clusters Score -2140997 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2141064.750000 Penalty: 3167.815918
	Iteration 14Q: 3 clusters Score -2141065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2141105.250000 Penalty: 3167.815918
	Iteration 15Q: 3 clusters Score -2141105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2141125.250000 Penalty: 3167.815918
	Iteration 16Q: 3 clusters Score -2141125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2141142.000000 Penalty: 3167.815918
	Iteration 17Q: 3 clusters Score -2141142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2141153.250000 Penalty: 3167.815918
	Iteration 18Q: 3 clusters Score -2141153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2141160.500000 Penalty: 3167.815918
	Iteration 19Q: 3 clusters Score -2141160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2141167.250000 Penalty: 3167.815918
	Iteration 20F: 3 clusters Score -2141167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2141171.500000 Penalty: 3167.815918
	Iteration 21Q: 3 clusters Score -2141172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2141175.250000 Penalty: 3167.815918
	Iteration 22Q: 3 clusters Score -2141175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2141175.250000 Penalty: 3167.815918
	Iteration 23Q: 3 clusters Score -2141175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2141175.250000 Penalty: 3167.815918
	Iteration 24F: 3 clusters Score -2141175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -324682.656250 Penalty: 1281.732422
	Iteration 0F: 2 clusters Score -324682.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -322180.343750 Penalty: 2563.464844
	Iteration 0F: 3 clusters Score -322180.3 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -322786.187500 Penalty: 2563.464844
	Iteration 1F: 3 clusters Score -322786.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -322948.656250 Penalty: 2563.464844
	Iteration 2F: 3 clusters Score -322948.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -323079.812500 Penalty: 2563.464844
	Iteration 3F: 3 clusters Score -323079.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -323178.593750 Penalty: 2563.464844
	Iteration 4F: 3 clusters Score -323178.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -323257.656250 Penalty: 2563.464844
	Iteration 5Q: 3 clusters Score -323257.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -323327.500000 Penalty: 2563.464844
	Iteration 6Q: 3 clusters Score -323327.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -323391.062500 Penalty: 2563.464844
	Iteration 7Q: 3 clusters Score -323391.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -323439.781250 Penalty: 2563.464844
	Iteration 8Q: 3 clusters Score -323439.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -323484.625000 Penalty: 2563.464844
	Iteration 9Q: 3 clusters Score -323484.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -323523.937500 Penalty: 2563.464844
	Iteration 10Q: 3 clusters Score -323523.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -323567.875000 Penalty: 2563.464844
	Iteration 11Q: 3 clusters Score -323567.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -323626.843750 Penalty: 2563.464844
	Iteration 12Q: 3 clusters Score -323626.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -323686.406250 Penalty: 2563.464844
	Iteration 13Q: 3 clusters Score -323686.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -323745.437500 Penalty: 2563.464844
	Iteration 14Q: 3 clusters Score -323745.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -323813.062500 Penalty: 2563.464844
	Iteration 15Q: 3 clusters Score -323813.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -323874.250000 Penalty: 2563.464844
	Iteration 16Q: 3 clusters Score -323874.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -323928.218750 Penalty: 2563.464844
	Iteration 17Q: 3 clusters Score -323928.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -323960.406250 Penalty: 2563.464844
	Iteration 18Q: 3 clusters Score -323960.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -323975.718750 Penalty: 2563.464844
	Iteration 19Q: 3 clusters Score -323975.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -323986.812500 Penalty: 2563.464844
	Iteration 20F: 3 clusters Score -323986.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -324000.562500 Penalty: 2563.464844
	Iteration 21Q: 3 clusters Score -324000.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -324010.281250 Penalty: 2563.464844
	Iteration 22Q: 3 clusters Score -324010.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -324016.531250 Penalty: 2563.464844
	Iteration 23Q: 3 clusters Score -324016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -324022.406250 Penalty: 2563.464844
	Iteration 24Q: 3 clusters Score -324022.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -324028.156250 Penalty: 2563.464844
	Iteration 25Q: 3 clusters Score -324028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -324029.093750 Penalty: 2563.464844
	Iteration 26Q: 3 clusters Score -324029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -324030.875000 Penalty: 2563.464844
	Iteration 27Q: 3 clusters Score -324030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -324031.531250 Penalty: 2563.464844
	Iteration 28Q: 3 clusters Score -324031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -324032.093750 Penalty: 2563.464844
	Iteration 29Q: 3 clusters Score -324032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -324032.093750 Penalty: 2563.464844
	Iteration 30F: 3 clusters Score -324032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107804 members 
Entering Unmasked Estep 
Score: -13749266.000000 Penalty: 1883.061401
	Iteration 0F: 2 clusters Score -1.374927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -13680432.000000 Penalty: 3766.122803
	Iteration 0F: 3 clusters Score -1.368043e+07 nChanged 51684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -13710960.000000 Penalty: 3766.122803
	Iteration 1F: 3 clusters Score -1.371096e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -13712240.000000 Penalty: 3766.122803
	Iteration 2Q: 3 clusters Score -1.371224e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -13714477.000000 Penalty: 3766.122803
	Iteration 3Q: 3 clusters Score -1.371448e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -13718157.000000 Penalty: 3766.122803
	Iteration 4F: 3 clusters Score -1.371816e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -13723912.000000 Penalty: 3766.122803
	Iteration 5F: 3 clusters Score -1.372391e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84655 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -13730876.000000 Penalty: 3766.122803
	Iteration 6F: 3 clusters Score -1.373088e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -13737203.000000 Penalty: 3766.122803
	Iteration 7F: 3 clusters Score -1.37372e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -13742097.000000 Penalty: 3766.122803
	Iteration 8F: 3 clusters Score -1.37421e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -13745099.000000 Penalty: 3766.122803
	Iteration 9Q: 3 clusters Score -1.37451e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -13746648.000000 Penalty: 3766.122803
	Iteration 10Q: 3 clusters Score -1.374665e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -13747513.000000 Penalty: 3766.122803
	Iteration 11Q: 3 clusters Score -1.374751e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -13747957.000000 Penalty: 3766.122803
	Iteration 12Q: 3 clusters Score -1.374796e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -13748227.000000 Penalty: 3766.122803
	Iteration 13Q: 3 clusters Score -1.374823e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106392 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13748339.000000 Penalty: 3766.122803
	Iteration 14Q: 3 clusters Score -1.374834e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -13748404.000000 Penalty: 3766.122803
	Iteration 15Q: 3 clusters Score -1.37484e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13748404.000000 Penalty: 3766.122803
	Iteration 16Q: 3 clusters Score -1.37484e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13748423.000000 Penalty: 3766.122803
	Iteration 17Q: 3 clusters Score -1.374842e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106799 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -13748425.000000 Penalty: 3766.122803
	Iteration 18Q: 3 clusters Score -1.374842e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106839 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13748445.000000 Penalty: 3766.122803
	Iteration 19Q: 3 clusters Score -1.374844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13748446.000000 Penalty: 3766.122803
	Iteration 20F: 3 clusters Score -1.374845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13748423.000000 Penalty: 3766.122803
	Iteration 21Q: 3 clusters Score -1.374842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13748426.000000 Penalty: 3766.122803
	Iteration 22Q: 3 clusters Score -1.374843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106909 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13748437.000000 Penalty: 3766.122803
	Iteration 23Q: 3 clusters Score -1.374844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106921 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13748446.000000 Penalty: 3766.122803
	Iteration 24Q: 3 clusters Score -1.374845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13748437.000000 Penalty: 3766.122803
	Iteration 25Q: 3 clusters Score -1.374844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13748433.000000 Penalty: 3766.122803
	Iteration 26Q: 3 clusters Score -1.374843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106937 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13748429.000000 Penalty: 3766.122803
	Iteration 27Q: 3 clusters Score -1.374843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -13748438.000000 Penalty: 3766.122803
	Iteration 28Q: 3 clusters Score -1.374844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -13748439.000000 Penalty: 3766.122803
	Iteration 29Q: 3 clusters Score -1.374844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13748441.000000 Penalty: 3766.122803
	Iteration 30Q: 3 clusters Score -1.374844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13748450.000000 Penalty: 3766.122803
	Iteration 31Q: 3 clusters Score -1.374845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13748450.000000 Penalty: 3766.122803
	Iteration 32F: 3 clusters Score -1.374845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Entering Unmasked Estep 
Score: -2014268.250000 Penalty: 1569.814453
	Iteration 0F: 2 clusters Score -2014268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2003408.375000 Penalty: 3139.628906
	Iteration 0F: 3 clusters Score -2003408 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2007141.750000 Penalty: 3139.628906
	Iteration 1F: 3 clusters Score -2007142 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2007464.250000 Penalty: 3139.628906
	Iteration 2F: 3 clusters Score -2007464 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2007709.875000 Penalty: 3139.628906
	Iteration 3Q: 3 clusters Score -2007710 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2007908.000000 Penalty: 3139.628906
	Iteration 4Q: 3 clusters Score -2007908 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2008427.625000 Penalty: 3139.628906
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2008645.500000 Penalty: 3139.628906
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2008941.750000 Penalty: 3139.628906
	Iteration 9Q: 3 clusters Score -2008942 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2009311.750000 Penalty: 3139.628906
	Iteration 10Q: 3 clusters Score -2009312 nChanged 758
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2009806.125000 Penalty: 3139.628906
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2010504.000000 Penalty: 3139.628906
	Iteration 12F: 3 clusters Score -2010504 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2011284.500000 Penalty: 3139.628906
	Iteration 13F: 3 clusters Score -2011284 nChanged 759
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2011833 nChanged 477
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2012038.500000 Penalty: 3139.628906
	Iteration 15Q: 3 clusters Score -2012038 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2012119.125000 Penalty: 3139.628906
	Iteration 16Q: 3 clusters Score -2012119 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2012181.625000 Penalty: 3139.628906
	Iteration 17Q: 3 clusters Score -2012182 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2012218.500000 Penalty: 3139.628906
	Iteration 18Q: 3 clusters Score -2012218 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2012251.250000 Penalty: 3139.628906
	Iteration 19Q: 3 clusters Score -2012251 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2012294 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2012313 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2012341.250000 Penalty: 3139.628906
	Iteration 22Q: 3 clusters Score -2012341 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2012356 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2012369 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2012400.000000 Penalty: 3139.628906
	Iteration 25Q: 3 clusters Score -2012400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2012416.875000 Penalty: 3139.628906
	Iteration 26Q: 3 clusters Score -2012417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2012427 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2012443.625000 Penalty: 3139.628906
	Iteration 28Q: 3 clusters Score -2012444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2012458 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2012467.750000 Penalty: 3139.628906
	Iteration 30Q: 3 clusters Score -2012468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2012490.500000 Penalty: 3139.628906
	Iteration 31Q: 3 clusters Score -2012490 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2012505.375000 Penalty: 3139.628906
	Iteration 32Q: 3 clusters Score -2012505 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2012524.375000 Penalty: 3139.628906
	Iteration 33Q: 3 clusters Score -2012524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2012540.625000 Penalty: 3139.628906
	Iteration 34Q: 3 clusters Score -2012541 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2012562 nChanged 86
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Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2012578 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2012598 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2012618.625000 Penalty: 3139.628906
	Iteration 38Q: 3 clusters Score -2012619 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2012641.875000 Penalty: 3139.628906
	Iteration 39Q: 3 clusters Score -2012642 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2012654.125000 Penalty: 3139.628906
	Iteration 40F: 3 clusters Score -2012654 nChanged 66
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Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2012673.625000 Penalty: 3139.628906
	Iteration 41Q: 3 clusters Score -2012674 nChanged 59
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Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2012683 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2012696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2012709.625000 Penalty: 3139.628906
	Iteration 44Q: 3 clusters Score -2012710 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2012713.750000 Penalty: 3139.628906
	Iteration 45Q: 3 clusters Score -2012714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2012729.375000 Penalty: 3139.628906
	Iteration 46Q: 3 clusters Score -2012729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2012730.625000 Penalty: 3139.628906
	Iteration 47Q: 3 clusters Score -2012731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2012739.375000 Penalty: 3139.628906
	Iteration 48Q: 3 clusters Score -2012739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2012751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2012760.625000 Penalty: 3139.628906
	Iteration 50Q: 3 clusters Score -2012761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2012764.375000 Penalty: 3139.628906
	Iteration 51Q: 3 clusters Score -2012764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2012771.750000 Penalty: 3139.628906
	Iteration 52Q: 3 clusters Score -2012772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2012780.750000 Penalty: 3139.628906
	Iteration 53Q: 3 clusters Score -2012781 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2012785.875000 Penalty: 3139.628906
	Iteration 54Q: 3 clusters Score -2012786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2012792 nChanged 27
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Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2012799 nChanged 21
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Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2012801.000000 Penalty: 3139.628906
	Iteration 57Q: 3 clusters Score -2012801 nChanged 21
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Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2012800.500000 Penalty: 3139.628906
	Iteration 58Q: 3 clusters Score -2012800 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2407 members 
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Entering Unmasked Estep 
Score: -2012806.250000 Penalty: 3139.628906
	Iteration 59Q: 3 clusters Score -2012806 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2012814.750000 Penalty: 3139.628906
	Iteration 60F: 3 clusters Score -2012815 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2358 members 
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	Iteration 61Q: 3 clusters Score -2012816 nChanged 26
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Mstep: Class 1 contains 2332 members 
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	Iteration 62Q: 3 clusters Score -2012827 nChanged 19
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Mstep: Class 1 contains 2313 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2012826 nChanged 20
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Mstep: Class 1 contains 2293 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2012831 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2272 members 
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	Iteration 65Q: 3 clusters Score -2012834 nChanged 27
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Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2012836 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2012844 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2186 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2012847 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2012848 nChanged 32
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Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2012860 nChanged 33
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Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2012870.500000 Penalty: 3139.628906
	Iteration 71Q: 3 clusters Score -2012870 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2076 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2012871 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2012875 nChanged 18
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Mstep: Class 1 contains 2044 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2012876 nChanged 14
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Mstep: Class 1 contains 2032 members 
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Entering Unmasked Estep 
Score: -2012878.000000 Penalty: 3139.628906
	Iteration 75Q: 3 clusters Score -2012878 nChanged 15
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Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2012884.000000 Penalty: 3139.628906
	Iteration 76Q: 3 clusters Score -2012884 nChanged 11
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Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2012881.250000 Penalty: 3139.628906
	Iteration 77Q: 3 clusters Score -2012881 nChanged 11
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Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2012887.250000 Penalty: 3139.628906
	Iteration 78Q: 3 clusters Score -2012887 nChanged 11
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Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13696 members 
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	Iteration 79Q: 3 clusters Score -2012887 nChanged 8
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Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2012885 nChanged 5
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Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2012885 nChanged 4
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Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2012888 nChanged 8
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Mstep: Class 1 contains 1963 members 
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	Iteration 83Q: 3 clusters Score -2012889 nChanged 13
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Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2012890 nChanged 11
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Mstep: Class 1 contains 1941 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2012891 nChanged 10
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13753 members 
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	Iteration 86Q: 3 clusters Score -2012892 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2012894 nChanged 4
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Mstep: Class 1 contains 1922 members 
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	Iteration 88Q: 3 clusters Score -2012892 nChanged 5
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Mstep: Class 1 contains 1917 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2012893 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2012896 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2012899.000000 Penalty: 3139.628906
	Iteration 91Q: 3 clusters Score -2012899 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2012902.000000 Penalty: 3139.628906
	Iteration 92Q: 3 clusters Score -2012902 nChanged 5
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Mstep: Class 1 contains 1888 members 
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Entering Unmasked Estep 
Score: -2012903.875000 Penalty: 3139.628906
	Iteration 93Q: 3 clusters Score -2012904 nChanged 9
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Mstep: Class 1 contains 1879 members 
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	Iteration 94Q: 3 clusters Score -2012904 nChanged 5
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Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13810 members 
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	Iteration 95Q: 3 clusters Score -2012905 nChanged 2
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Mstep: Class 1 contains 1872 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2012906 nChanged 6
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Mstep: Class 1 contains 1866 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2012905 nChanged 7
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Mstep: Class 1 contains 1859 members 
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Entering Unmasked Estep 
Score: -2012908.625000 Penalty: 3139.628906
	Iteration 98Q: 3 clusters Score -2012909 nChanged 5
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Entering Unmasked Estep 
Score: -2012909.375000 Penalty: 3139.628906
	Iteration 99Q: 3 clusters Score -2012909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2012911.625000 Penalty: 3139.628906
	Iteration 100F: 3 clusters Score -2012912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2012909.750000 Penalty: 3139.628906
	Iteration 101Q: 3 clusters Score -2012910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2012910.375000 Penalty: 3139.628906
	Iteration 102Q: 3 clusters Score -2012910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2012910.125000 Penalty: 3139.628906
	Iteration 103Q: 3 clusters Score -2012910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2012910.500000 Penalty: 3139.628906
	Iteration 104Q: 3 clusters Score -2012910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2012911.875000 Penalty: 3139.628906
	Iteration 105Q: 3 clusters Score -2012912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2012911.875000 Penalty: 3139.628906
	Iteration 106F: 3 clusters Score -2012912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -52048.523438 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -52048.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51131.742188 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -51131.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51243.753906 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -51243.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51262.093750 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -51262.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51264.070312 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -51264.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51264.070312 Penalty: 1878.741699
	Iteration 4F: 3 clusters Score -51264.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Entering Unmasked Estep 
Score: -14656384.000000 Penalty: 1893.147095
	Iteration 0F: 2 clusters Score -1.465638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -14586547.000000 Penalty: 3786.294189
	Iteration 0F: 3 clusters Score -1.458655e+07 nChanged 55127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -14619190.000000 Penalty: 3786.294189
	Iteration 1F: 3 clusters Score -1.461919e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -14620852.000000 Penalty: 3786.294189
	Iteration 2Q: 3 clusters Score -1.462085e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -14623400.000000 Penalty: 3786.294189
	Iteration 3Q: 3 clusters Score -1.46234e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -14627801.000000 Penalty: 3786.294189
	Iteration 4F: 3 clusters Score -1.46278e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -14634725.000000 Penalty: 3786.294189
	Iteration 5F: 3 clusters Score -1.463472e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -14642769.000000 Penalty: 3786.294189
	Iteration 6F: 3 clusters Score -1.464277e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 102380 members 
Entering Unmasked Estep 
Score: -14649433.000000 Penalty: 3786.294189
	Iteration 7F: 3 clusters Score -1.464943e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -14653145.000000 Penalty: 3786.294189
	Iteration 8Q: 3 clusters Score -1.465314e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -14654844.000000 Penalty: 3786.294189
	Iteration 9Q: 3 clusters Score -1.465484e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -14655228.000000 Penalty: 3786.294189
	Iteration 10Q: 3 clusters Score -1.465523e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -14655227.000000 Penalty: 3786.294189
	Iteration 11Q: 3 clusters Score -1.465523e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -14655186.000000 Penalty: 3786.294189
	Iteration 12Q: 3 clusters Score -1.465519e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 113940 members 
Entering Unmasked Estep 
Score: -14655164.000000 Penalty: 3786.294189
	Iteration 13Q: 3 clusters Score -1.465516e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -14655186.000000 Penalty: 3786.294189
	Iteration 14Q: 3 clusters Score -1.465519e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -14655154.000000 Penalty: 3786.294189
	Iteration 15Q: 3 clusters Score -1.465515e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -14655170.000000 Penalty: 3786.294189
	Iteration 16Q: 3 clusters Score -1.465517e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -14655176.000000 Penalty: 3786.294189
	Iteration 17Q: 3 clusters Score -1.465518e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 114169 members 
Entering Unmasked Estep 
Score: -14655190.000000 Penalty: 3786.294189
	Iteration 18Q: 3 clusters Score -1.465519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -14655189.000000 Penalty: 3786.294189
	Iteration 19Q: 3 clusters Score -1.465519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 114196 members 
Entering Unmasked Estep 
Score: -14655207.000000 Penalty: 3786.294189
	Iteration 20F: 3 clusters Score -1.465521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -14655217.000000 Penalty: 3786.294189
	Iteration 21Q: 3 clusters Score -1.465522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 114206 members 
Entering Unmasked Estep 
Score: -14655213.000000 Penalty: 3786.294189
	Iteration 22Q: 3 clusters Score -1.465521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 114208 members 
Entering Unmasked Estep 
Score: -14655207.000000 Penalty: 3786.294189
	Iteration 23Q: 3 clusters Score -1.465521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 114207 members 
Entering Unmasked Estep 
Score: -14655199.000000 Penalty: 3786.294189
	Iteration 24Q: 3 clusters Score -1.46552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -14655202.000000 Penalty: 3786.294189
	Iteration 25Q: 3 clusters Score -1.46552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 114213 members 
Entering Unmasked Estep 
Score: -14655207.000000 Penalty: 3786.294189
	Iteration 26Q: 3 clusters Score -1.465521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -14655206.000000 Penalty: 3786.294189
	Iteration 27Q: 3 clusters Score -1.465521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 114218 members 
Entering Unmasked Estep 
Score: -14655205.000000 Penalty: 3786.294189
	Iteration 28Q: 3 clusters Score -1.46552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 114223 members 
Entering Unmasked Estep 
Score: -14655217.000000 Penalty: 3786.294189
	Iteration 29Q: 3 clusters Score -1.465522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -14655221.000000 Penalty: 3786.294189
	Iteration 30Q: 3 clusters Score -1.465522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -14655217.000000 Penalty: 3786.294189
	Iteration 31Q: 3 clusters Score -1.465522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -14655204.000000 Penalty: 3786.294189
	Iteration 32Q: 3 clusters Score -1.46552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -14655219.000000 Penalty: 3786.294189
	Iteration 33Q: 3 clusters Score -1.465522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -14655217.000000 Penalty: 3786.294189
	Iteration 34Q: 3 clusters Score -1.465522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
Score: -14655227.000000 Penalty: 3786.294189
	Iteration 35Q: 3 clusters Score -1.465523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -14655220.000000 Penalty: 3786.294189
	Iteration 36Q: 3 clusters Score -1.465522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -14655224.000000 Penalty: 3786.294189
	Iteration 37Q: 3 clusters Score -1.465522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -14655224.000000 Penalty: 3786.294189
	Iteration 38F: 3 clusters Score -1.465522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Entering Unmasked Estep 
Score: -5401025.000000 Penalty: 1730.020752
	Iteration 0F: 2 clusters Score -5401025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -5372941.000000 Penalty: 3460.041504
	Iteration 0F: 3 clusters Score -5372941 nChanged 19531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -5384408.000000 Penalty: 3460.041504
	Iteration 1F: 3 clusters Score -5384408 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5385267.000000 Penalty: 3460.041504
	Iteration 2Q: 3 clusters Score -5385267 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5386287.000000 Penalty: 3460.041504
	Iteration 3Q: 3 clusters Score -5386287 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -5387576.000000 Penalty: 3460.041504
	Iteration 4F: 3 clusters Score -5387576 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -5389175.000000 Penalty: 3460.041504
	Iteration 5F: 3 clusters Score -5389175 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -5391300.000000 Penalty: 3460.041504
	Iteration 6F: 3 clusters Score -5391300 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5393465.000000 Penalty: 3460.041504
	Iteration 7F: 3 clusters Score -5393465 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5394992.000000 Penalty: 3460.041504
	Iteration 8F: 3 clusters Score -5394992 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -5395598.500000 Penalty: 3460.041504
	Iteration 9Q: 3 clusters Score -5395598 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -5395835.000000 Penalty: 3460.041504
	Iteration 10Q: 3 clusters Score -5395835 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5395972.500000 Penalty: 3460.041504
	Iteration 11Q: 3 clusters Score -5395972 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5396042.500000 Penalty: 3460.041504
	Iteration 12Q: 3 clusters Score -5396042 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5396128.000000 Penalty: 3460.041504
	Iteration 13Q: 3 clusters Score -5396128 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -5396170.000000 Penalty: 3460.041504
	Iteration 14Q: 3 clusters Score -5396170 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5396216.000000 Penalty: 3460.041504
	Iteration 15Q: 3 clusters Score -5396216 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -5396241.500000 Penalty: 3460.041504
	Iteration 16Q: 3 clusters Score -5396242 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -5396282.000000 Penalty: 3460.041504
	Iteration 17Q: 3 clusters Score -5396282 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -5396292.000000 Penalty: 3460.041504
	Iteration 18Q: 3 clusters Score -5396292 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -5396308.500000 Penalty: 3460.041504
	Iteration 19Q: 3 clusters Score -5396308 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -5396331.500000 Penalty: 3460.041504
	Iteration 20F: 3 clusters Score -5396332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5396330.000000 Penalty: 3460.041504
	Iteration 21Q: 3 clusters Score -5396330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5396347.000000 Penalty: 3460.041504
	Iteration 22Q: 3 clusters Score -5396347 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5396350.500000 Penalty: 3460.041504
	Iteration 23Q: 3 clusters Score -5396350 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -5396350.000000 Penalty: 3460.041504
	Iteration 24Q: 3 clusters Score -5396350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -5396347.500000 Penalty: 3460.041504
	Iteration 25Q: 3 clusters Score -5396348 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5396382.500000 Penalty: 3460.041504
	Iteration 26Q: 3 clusters Score -5396382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -5396392.000000 Penalty: 3460.041504
	Iteration 27Q: 3 clusters Score -5396392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -5396417.000000 Penalty: 3460.041504
	Iteration 28Q: 3 clusters Score -5396417 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5396409.000000 Penalty: 3460.041504
	Iteration 29Q: 3 clusters Score -5396409 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -5396393.000000 Penalty: 3460.041504
	Iteration 30Q: 3 clusters Score -5396393 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5396390.500000 Penalty: 3460.041504
	Iteration 31Q: 3 clusters Score -5396390 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -5396406.500000 Penalty: 3460.041504
	Iteration 32Q: 3 clusters Score -5396406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5396423.000000 Penalty: 3460.041504
	Iteration 33Q: 3 clusters Score -5396423 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5396424.000000 Penalty: 3460.041504
	Iteration 34Q: 3 clusters Score -5396424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5396414.000000 Penalty: 3460.041504
	Iteration 35Q: 3 clusters Score -5396414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5396433.500000 Penalty: 3460.041504
	Iteration 36Q: 3 clusters Score -5396434 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5396454 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5396463.000000 Penalty: 3460.041504
	Iteration 38Q: 3 clusters Score -5396463 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -5396480.500000 Penalty: 3460.041504
	Iteration 39Q: 3 clusters Score -5396480 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -5396485.500000 Penalty: 3460.041504
	Iteration 40F: 3 clusters Score -5396486 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -5396480.000000 Penalty: 3460.041504
	Iteration 41Q: 3 clusters Score -5396480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -5396502.000000 Penalty: 3460.041504
	Iteration 42Q: 3 clusters Score -5396502 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -5396521.500000 Penalty: 3460.041504
	Iteration 43Q: 3 clusters Score -5396522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -5396551.000000 Penalty: 3460.041504
	Iteration 44Q: 3 clusters Score -5396551 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -5396565.000000 Penalty: 3460.041504
	Iteration 45Q: 3 clusters Score -5396565 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -5396561.000000 Penalty: 3460.041504
	Iteration 46Q: 3 clusters Score -5396561 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -5396572.000000 Penalty: 3460.041504
	Iteration 47Q: 3 clusters Score -5396572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -5396571.000000 Penalty: 3460.041504
	Iteration 48Q: 3 clusters Score -5396571 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5396574 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5396582.500000 Penalty: 3460.041504
	Iteration 50Q: 3 clusters Score -5396582 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -5396595.000000 Penalty: 3460.041504
	Iteration 51Q: 3 clusters Score -5396595 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -5396594.500000 Penalty: 3460.041504
	Iteration 52Q: 3 clusters Score -5396594 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -5396613.500000 Penalty: 3460.041504
	Iteration 53Q: 3 clusters Score -5396614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -5396626.000000 Penalty: 3460.041504
	Iteration 54Q: 3 clusters Score -5396626 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5396635.000000 Penalty: 3460.041504
	Iteration 55Q: 3 clusters Score -5396635 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -5396642.500000 Penalty: 3460.041504
	Iteration 56Q: 3 clusters Score -5396642 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -5396647.500000 Penalty: 3460.041504
	Iteration 57Q: 3 clusters Score -5396648 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -5396660.000000 Penalty: 3460.041504
	Iteration 58Q: 3 clusters Score -5396660 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -5396687.000000 Penalty: 3460.041504
	Iteration 59Q: 3 clusters Score -5396687 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -5396677.000000 Penalty: 3460.041504
	Iteration 60F: 3 clusters Score -5396677 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -5396716.000000 Penalty: 3460.041504
	Iteration 61Q: 3 clusters Score -5396716 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5396715.500000 Penalty: 3460.041504
	Iteration 62Q: 3 clusters Score -5396716 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5396727.000000 Penalty: 3460.041504
	Iteration 63Q: 3 clusters Score -5396727 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -5396746.000000 Penalty: 3460.041504
	Iteration 64Q: 3 clusters Score -5396746 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -5396757.000000 Penalty: 3460.041504
	Iteration 65Q: 3 clusters Score -5396757 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -5396787.000000 Penalty: 3460.041504
	Iteration 66Q: 3 clusters Score -5396787 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5396800.500000 Penalty: 3460.041504
	Iteration 67Q: 3 clusters Score -5396800 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -5396805.000000 Penalty: 3460.041504
	Iteration 68Q: 3 clusters Score -5396805 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -5396832.000000 Penalty: 3460.041504
	Iteration 69Q: 3 clusters Score -5396832 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5396868.000000 Penalty: 3460.041504
	Iteration 70Q: 3 clusters Score -5396868 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -5396901.000000 Penalty: 3460.041504
	Iteration 71Q: 3 clusters Score -5396901 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -5396925.500000 Penalty: 3460.041504
	Iteration 72Q: 3 clusters Score -5396926 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -5396985.500000 Penalty: 3460.041504
	Iteration 73Q: 3 clusters Score -5396986 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -5397011.000000 Penalty: 3460.041504
	Iteration 74Q: 3 clusters Score -5397011 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -5397063.500000 Penalty: 3460.041504
	Iteration 75Q: 3 clusters Score -5397064 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5397096 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -5397101.500000 Penalty: 3460.041504
	Iteration 77Q: 3 clusters Score -5397102 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -5397149.500000 Penalty: 3460.041504
	Iteration 78Q: 3 clusters Score -5397150 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -5397188.000000 Penalty: 3460.041504
	Iteration 79Q: 3 clusters Score -5397188 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5397244.500000 Penalty: 3460.041504
	Iteration 80F: 3 clusters Score -5397244 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -5397322.000000 Penalty: 3460.041504
	Iteration 81Q: 3 clusters Score -5397322 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -5397361.500000 Penalty: 3460.041504
	Iteration 82Q: 3 clusters Score -5397362 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -5397411.500000 Penalty: 3460.041504
	Iteration 83Q: 3 clusters Score -5397412 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -5397467.000000 Penalty: 3460.041504
	Iteration 84Q: 3 clusters Score -5397467 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -5397525.000000 Penalty: 3460.041504
	Iteration 85Q: 3 clusters Score -5397525 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5397579.000000 Penalty: 3460.041504
	Iteration 86Q: 3 clusters Score -5397579 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -5397679.500000 Penalty: 3460.041504
	Iteration 87Q: 3 clusters Score -5397680 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -5397754.500000 Penalty: 3460.041504
	Iteration 88Q: 3 clusters Score -5397754 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -5397837.000000 Penalty: 3460.041504
	Iteration 89Q: 3 clusters Score -5397837 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -5397898.500000 Penalty: 3460.041504
	Iteration 90Q: 3 clusters Score -5397898 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5398004.500000 Penalty: 3460.041504
	Iteration 91Q: 3 clusters Score -5398004 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -5398090.500000 Penalty: 3460.041504
	Iteration 92Q: 3 clusters Score -5398090 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -5398210.500000 Penalty: 3460.041504
	Iteration 93Q: 3 clusters Score -5398210 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -5398326.500000 Penalty: 3460.041504
	Iteration 94Q: 3 clusters Score -5398326 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -5398442.500000 Penalty: 3460.041504
	Iteration 95Q: 3 clusters Score -5398442 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -5398500.500000 Penalty: 3460.041504
	Iteration 96Q: 3 clusters Score -5398500 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -5398592.000000 Penalty: 3460.041504
	Iteration 97Q: 3 clusters Score -5398592 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -5398678.000000 Penalty: 3460.041504
	Iteration 98Q: 3 clusters Score -5398678 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -5398786.000000 Penalty: 3460.041504
	Iteration 99Q: 3 clusters Score -5398786 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -5398885.000000 Penalty: 3460.041504
	Iteration 100F: 3 clusters Score -5398885 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5398946.000000 Penalty: 3460.041504
	Iteration 101Q: 3 clusters Score -5398946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5399037.500000 Penalty: 3460.041504
	Iteration 102Q: 3 clusters Score -5399038 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -5399151.500000 Penalty: 3460.041504
	Iteration 103Q: 3 clusters Score -5399152 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -5399224.000000 Penalty: 3460.041504
	Iteration 104Q: 3 clusters Score -5399224 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -5399294.500000 Penalty: 3460.041504
	Iteration 105Q: 3 clusters Score -5399294 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5399351.000000 Penalty: 3460.041504
	Iteration 106Q: 3 clusters Score -5399351 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -5399403.500000 Penalty: 3460.041504
	Iteration 107Q: 3 clusters Score -5399404 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5399465.000000 Penalty: 3460.041504
	Iteration 108Q: 3 clusters Score -5399465 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5399486.500000 Penalty: 3460.041504
	Iteration 109Q: 3 clusters Score -5399486 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -5399540.500000 Penalty: 3460.041504
	Iteration 110Q: 3 clusters Score -5399540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5399571.500000 Penalty: 3460.041504
	Iteration 111Q: 3 clusters Score -5399572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5399612.000000 Penalty: 3460.041504
	Iteration 112Q: 3 clusters Score -5399612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5399637.000000 Penalty: 3460.041504
	Iteration 113Q: 3 clusters Score -5399637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -5399629.500000 Penalty: 3460.041504
	Iteration 114Q: 3 clusters Score -5399630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5399652.500000 Penalty: 3460.041504
	Iteration 115Q: 3 clusters Score -5399652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5399664.000000 Penalty: 3460.041504
	Iteration 116Q: 3 clusters Score -5399664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -5399663.000000 Penalty: 3460.041504
	Iteration 117Q: 3 clusters Score -5399663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5399669.500000 Penalty: 3460.041504
	Iteration 118Q: 3 clusters Score -5399670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -5399677.500000 Penalty: 3460.041504
	Iteration 119Q: 3 clusters Score -5399678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5399683.000000 Penalty: 3460.041504
	Iteration 120F: 3 clusters Score -5399683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5399701.500000 Penalty: 3460.041504
	Iteration 121Q: 3 clusters Score -5399702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -5399699.000000 Penalty: 3460.041504
	Iteration 122Q: 3 clusters Score -5399699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5399704.000000 Penalty: 3460.041504
	Iteration 123Q: 3 clusters Score -5399704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5399707.000000 Penalty: 3460.041504
	Iteration 124Q: 3 clusters Score -5399707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -5399709.500000 Penalty: 3460.041504
	Iteration 125Q: 3 clusters Score -5399710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5399720.500000 Penalty: 3460.041504
	Iteration 126Q: 3 clusters Score -5399720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -5399721.500000 Penalty: 3460.041504
	Iteration 127Q: 3 clusters Score -5399722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5399722.000000 Penalty: 3460.041504
	Iteration 128Q: 3 clusters Score -5399722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -5399724.500000 Penalty: 3460.041504
	Iteration 129Q: 3 clusters Score -5399724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5399722.500000 Penalty: 3460.041504
	Iteration 130Q: 3 clusters Score -5399722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5399723.500000 Penalty: 3460.041504
	Iteration 131Q: 3 clusters Score -5399724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -5399719.500000 Penalty: 3460.041504
	Iteration 132Q: 3 clusters Score -5399720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -5399719.000000 Penalty: 3460.041504
	Iteration 133Q: 3 clusters Score -5399719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -5399723.000000 Penalty: 3460.041504
	Iteration 134Q: 3 clusters Score -5399723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -5399720.000000 Penalty: 3460.041504
	Iteration 135Q: 3 clusters Score -5399720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -5399720.000000 Penalty: 3460.041504
	Iteration 136F: 3 clusters Score -5399720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (109994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109994 members 
Entering Unmasked Estep 
Score: -14234911.000000 Penalty: 1886.329468
	Iteration 0F: 2 clusters Score -1.423491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -14170063.000000 Penalty: 3772.658936
	Iteration 0F: 3 clusters Score -1.417006e+07 nChanged 52672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -14200823.000000 Penalty: 3772.658936
	Iteration 1F: 3 clusters Score -1.420082e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -14202115.000000 Penalty: 3772.658936
	Iteration 2Q: 3 clusters Score -1.420212e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -14204179.000000 Penalty: 3772.658936
	Iteration 3F: 3 clusters Score -1.420418e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -14207996.000000 Penalty: 3772.658936
	Iteration 4F: 3 clusters Score -1.4208e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -14213636.000000 Penalty: 3772.658936
	Iteration 5F: 3 clusters Score -1.421364e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -14220036.000000 Penalty: 3772.658936
	Iteration 6F: 3 clusters Score -1.422004e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97332 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -14225537.000000 Penalty: 3772.658936
	Iteration 7F: 3 clusters Score -1.422554e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -14229725.000000 Penalty: 3772.658936
	Iteration 8Q: 3 clusters Score -1.422972e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -14232132.000000 Penalty: 3772.658936
	Iteration 9Q: 3 clusters Score -1.423213e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -14233020.000000 Penalty: 3772.658936
	Iteration 10Q: 3 clusters Score -1.423302e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -14233291.000000 Penalty: 3772.658936
	Iteration 11Q: 3 clusters Score -1.423329e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -14233388.000000 Penalty: 3772.658936
	Iteration 12Q: 3 clusters Score -1.423339e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -14233407.000000 Penalty: 3772.658936
	Iteration 13Q: 3 clusters Score -1.423341e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14233517.000000 Penalty: 3772.658936
	Iteration 14Q: 3 clusters Score -1.423352e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -14233572.000000 Penalty: 3772.658936
	Iteration 15Q: 3 clusters Score -1.423357e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14233543.000000 Penalty: 3772.658936
	Iteration 16Q: 3 clusters Score -1.423354e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14233537.000000 Penalty: 3772.658936
	Iteration 17Q: 3 clusters Score -1.423354e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14233572.000000 Penalty: 3772.658936
	Iteration 18Q: 3 clusters Score -1.423357e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -14233581.000000 Penalty: 3772.658936
	Iteration 19Q: 3 clusters Score -1.423358e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14233614.000000 Penalty: 3772.658936
	Iteration 20F: 3 clusters Score -1.423361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14233648.000000 Penalty: 3772.658936
	Iteration 21Q: 3 clusters Score -1.423365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109343 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -14233643.000000 Penalty: 3772.658936
	Iteration 22Q: 3 clusters Score -1.423364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14233633.000000 Penalty: 3772.658936
	Iteration 23Q: 3 clusters Score -1.423363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14233624.000000 Penalty: 3772.658936
	Iteration 24Q: 3 clusters Score -1.423362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109366 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 3772.658936
	Iteration 25Q: 3 clusters Score -1.423362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 3772.658936
	Iteration 26Q: 3 clusters Score -1.423362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 3772.658936
	Iteration 27Q: 3 clusters Score -1.423362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14233617.000000 Penalty: 3772.658936
	Iteration 28Q: 3 clusters Score -1.423362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14233614.000000 Penalty: 3772.658936
	Iteration 29Q: 3 clusters Score -1.423361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109384 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14233624.000000 Penalty: 3772.658936
	Iteration 30Q: 3 clusters Score -1.423362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14233619.000000 Penalty: 3772.658936
	Iteration 31Q: 3 clusters Score -1.423362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14233624.000000 Penalty: 3772.658936
	Iteration 32Q: 3 clusters Score -1.423362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14233615.000000 Penalty: 3772.658936
	Iteration 33Q: 3 clusters Score -1.423362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14233621.000000 Penalty: 3772.658936
	Iteration 34Q: 3 clusters Score -1.423362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14233625.000000 Penalty: 3772.658936
	Iteration 35Q: 3 clusters Score -1.423362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14233618.000000 Penalty: 3772.658936
	Iteration 36Q: 3 clusters Score -1.423362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14233627.000000 Penalty: 3772.658936
	Iteration 37Q: 3 clusters Score -1.423363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109402 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14233634.000000 Penalty: 3772.658936
	Iteration 38Q: 3 clusters Score -1.423363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109405 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14233631.000000 Penalty: 3772.658936
	Iteration 39Q: 3 clusters Score -1.423363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109409 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14233632.000000 Penalty: 3772.658936
	Iteration 40F: 3 clusters Score -1.423363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14233633.000000 Penalty: 3772.658936
	Iteration 41Q: 3 clusters Score -1.423363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109414 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14233632.000000 Penalty: 3772.658936
	Iteration 42Q: 3 clusters Score -1.423363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14233627.000000 Penalty: 3772.658936
	Iteration 43Q: 3 clusters Score -1.423363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14233627.000000 Penalty: 3772.658936
	Iteration 44F: 3 clusters Score -1.423363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Entering Unmasked Estep 
Score: -1312794.000000 Penalty: 1498.409790
	Iteration 0F: 2 clusters Score -1312794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1305599.875000 Penalty: 2996.819580
	Iteration 0F: 3 clusters Score -1305600 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1307863.375000 Penalty: 2996.819580
	Iteration 1F: 3 clusters Score -1307863 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1308180.875000 Penalty: 2996.819580
	Iteration 2F: 3 clusters Score -1308181 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1308467.000000 Penalty: 2996.819580
	Iteration 3F: 3 clusters Score -1308467 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1308812.500000 Penalty: 2996.819580
	Iteration 4F: 3 clusters Score -1308812 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1309195.500000 Penalty: 2996.819580
	Iteration 5F: 3 clusters Score -1309196 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1309573.125000 Penalty: 2996.819580
	Iteration 6F: 3 clusters Score -1309573 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1310001.500000 Penalty: 2996.819580
	Iteration 7F: 3 clusters Score -1310002 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1310395.125000 Penalty: 2996.819580
	Iteration 8Q: 3 clusters Score -1310395 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1310692.875000 Penalty: 2996.819580
	Iteration 9Q: 3 clusters Score -1310693 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1310895.625000 Penalty: 2996.819580
	Iteration 10Q: 3 clusters Score -1310896 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1311027.625000 Penalty: 2996.819580
	Iteration 11Q: 3 clusters Score -1311028 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1311107.625000 Penalty: 2996.819580
	Iteration 12Q: 3 clusters Score -1311108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1311166.250000 Penalty: 2996.819580
	Iteration 13Q: 3 clusters Score -1311166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1311209.375000 Penalty: 2996.819580
	Iteration 14Q: 3 clusters Score -1311209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1311240.750000 Penalty: 2996.819580
	Iteration 15Q: 3 clusters Score -1311241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1311266.750000 Penalty: 2996.819580
	Iteration 16Q: 3 clusters Score -1311267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1311291.250000 Penalty: 2996.819580
	Iteration 17Q: 3 clusters Score -1311291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1311321.500000 Penalty: 2996.819580
	Iteration 18Q: 3 clusters Score -1311322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1311341.375000 Penalty: 2996.819580
	Iteration 19Q: 3 clusters Score -1311341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1311352.625000 Penalty: 2996.819580
	Iteration 20F: 3 clusters Score -1311353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1311372.125000 Penalty: 2996.819580
	Iteration 21Q: 3 clusters Score -1311372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1311387.250000 Penalty: 2996.819580
	Iteration 22Q: 3 clusters Score -1311387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1311398.000000 Penalty: 2996.819580
	Iteration 23Q: 3 clusters Score -1311398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1311405.875000 Penalty: 2996.819580
	Iteration 24Q: 3 clusters Score -1311406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1311411.625000 Penalty: 2996.819580
	Iteration 25Q: 3 clusters Score -1311412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1311417.875000 Penalty: 2996.819580
	Iteration 26Q: 3 clusters Score -1311418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1311429.375000 Penalty: 2996.819580
	Iteration 27Q: 3 clusters Score -1311429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1311434.625000 Penalty: 2996.819580
	Iteration 28Q: 3 clusters Score -1311435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1311440.250000 Penalty: 2996.819580
	Iteration 29Q: 3 clusters Score -1311440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1311441.125000 Penalty: 2996.819580
	Iteration 30Q: 3 clusters Score -1311441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1311441.500000 Penalty: 2996.819580
	Iteration 31Q: 3 clusters Score -1311442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1311445.000000 Penalty: 2996.819580
	Iteration 32Q: 3 clusters Score -1311445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1311446.125000 Penalty: 2996.819580
	Iteration 33Q: 3 clusters Score -1311446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1311450.875000 Penalty: 2996.819580
	Iteration 34Q: 3 clusters Score -1311451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1311455.125000 Penalty: 2996.819580
	Iteration 35Q: 3 clusters Score -1311455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1311459.875000 Penalty: 2996.819580
	Iteration 36Q: 3 clusters Score -1311460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1311462.500000 Penalty: 2996.819580
	Iteration 37Q: 3 clusters Score -1311462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1311465.250000 Penalty: 2996.819580
	Iteration 38Q: 3 clusters Score -1311465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1311471.000000 Penalty: 2996.819580
	Iteration 39Q: 3 clusters Score -1311471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1311472.375000 Penalty: 2996.819580
	Iteration 40F: 3 clusters Score -1311472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1311475.375000 Penalty: 2996.819580
	Iteration 41Q: 3 clusters Score -1311475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1311481.500000 Penalty: 2996.819580
	Iteration 42Q: 3 clusters Score -1311482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1311482.500000 Penalty: 2996.819580
	Iteration 43Q: 3 clusters Score -1311482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1311483.375000 Penalty: 2996.819580
	Iteration 44Q: 3 clusters Score -1311483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1311485.750000 Penalty: 2996.819580
	Iteration 45Q: 3 clusters Score -1311486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1311483.875000 Penalty: 2996.819580
	Iteration 46Q: 3 clusters Score -1311484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1311485.000000 Penalty: 2996.819580
	Iteration 47Q: 3 clusters Score -1311485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1311484.500000 Penalty: 2996.819580
	Iteration 48Q: 3 clusters Score -1311484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1311485.250000 Penalty: 2996.819580
	Iteration 49Q: 3 clusters Score -1311485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1311487.000000 Penalty: 2996.819580
	Iteration 50Q: 3 clusters Score -1311487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1311487.625000 Penalty: 2996.819580
	Iteration 51Q: 3 clusters Score -1311488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1311489.375000 Penalty: 2996.819580
	Iteration 52Q: 3 clusters Score -1311489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1311492.125000 Penalty: 2996.819580
	Iteration 53Q: 3 clusters Score -1311492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1311498.250000 Penalty: 2996.819580
	Iteration 54Q: 3 clusters Score -1311498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1311502.875000 Penalty: 2996.819580
	Iteration 55Q: 3 clusters Score -1311503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1311503.875000 Penalty: 2996.819580
	Iteration 56Q: 3 clusters Score -1311504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1311502.750000 Penalty: 2996.819580
	Iteration 57Q: 3 clusters Score -1311503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1311504.375000 Penalty: 2996.819580
	Iteration 58Q: 3 clusters Score -1311504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1311505.000000 Penalty: 2996.819580
	Iteration 59Q: 3 clusters Score -1311505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1311506.750000 Penalty: 2996.819580
	Iteration 60F: 3 clusters Score -1311507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Entering Unmasked Estep 
Score: -5930451.500000 Penalty: 1747.212524
	Iteration 0F: 2 clusters Score -5930452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5899273.500000 Penalty: 3494.425049
	Iteration 0F: 3 clusters Score -5899274 nChanged 21792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5911886.500000 Penalty: 3494.425049
	Iteration 1F: 3 clusters Score -5911886 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -5912757.500000 Penalty: 3494.425049
	Iteration 2Q: 3 clusters Score -5912758 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -5913854.000000 Penalty: 3494.425049
	Iteration 3F: 3 clusters Score -5913854 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -5915245.000000 Penalty: 3494.425049
	Iteration 4F: 3 clusters Score -5915245 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -5916941.000000 Penalty: 3494.425049
	Iteration 5F: 3 clusters Score -5916941 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -5918894.000000 Penalty: 3494.425049
	Iteration 6F: 3 clusters Score -5918894 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -5920862.000000 Penalty: 3494.425049
	Iteration 7F: 3 clusters Score -5920862 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -5922538.500000 Penalty: 3494.425049
	Iteration 8F: 3 clusters Score -5922538 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -5923727.500000 Penalty: 3494.425049
	Iteration 9Q: 3 clusters Score -5923728 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -5924480.000000 Penalty: 3494.425049
	Iteration 10Q: 3 clusters Score -5924480 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -5924928.000000 Penalty: 3494.425049
	Iteration 11Q: 3 clusters Score -5924928 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -5925208.500000 Penalty: 3494.425049
	Iteration 12Q: 3 clusters Score -5925208 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -5925449.500000 Penalty: 3494.425049
	Iteration 13Q: 3 clusters Score -5925450 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -5925657.500000 Penalty: 3494.425049
	Iteration 14Q: 3 clusters Score -5925658 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5925844.000000 Penalty: 3494.425049
	Iteration 15Q: 3 clusters Score -5925844 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -5926097.500000 Penalty: 3494.425049
	Iteration 16Q: 3 clusters Score -5926098 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5926263.500000 Penalty: 3494.425049
	Iteration 17Q: 3 clusters Score -5926264 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -5926493.000000 Penalty: 3494.425049
	Iteration 18Q: 3 clusters Score -5926493 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -5926727.500000 Penalty: 3494.425049
	Iteration 19Q: 3 clusters Score -5926728 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5926954.500000 Penalty: 3494.425049
	Iteration 20F: 3 clusters Score -5926954 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5927227.000000 Penalty: 3494.425049
	Iteration 21Q: 3 clusters Score -5927227 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -5927448.500000 Penalty: 3494.425049
	Iteration 22Q: 3 clusters Score -5927448 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -5927707.000000 Penalty: 3494.425049
	Iteration 23Q: 3 clusters Score -5927707 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5927943.500000 Penalty: 3494.425049
	Iteration 24Q: 3 clusters Score -5927944 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -5928105.500000 Penalty: 3494.425049
	Iteration 25Q: 3 clusters Score -5928106 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5928264.000000 Penalty: 3494.425049
	Iteration 26Q: 3 clusters Score -5928264 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -5928406.000000 Penalty: 3494.425049
	Iteration 27Q: 3 clusters Score -5928406 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5928525.000000 Penalty: 3494.425049
	Iteration 28Q: 3 clusters Score -5928525 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5928606.500000 Penalty: 3494.425049
	Iteration 29Q: 3 clusters Score -5928606 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5928676.000000 Penalty: 3494.425049
	Iteration 30Q: 3 clusters Score -5928676 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -5928740.000000 Penalty: 3494.425049
	Iteration 31Q: 3 clusters Score -5928740 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5928797.000000 Penalty: 3494.425049
	Iteration 32Q: 3 clusters Score -5928797 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5928825.000000 Penalty: 3494.425049
	Iteration 33Q: 3 clusters Score -5928825 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -5928843.000000 Penalty: 3494.425049
	Iteration 34Q: 3 clusters Score -5928843 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5928870.500000 Penalty: 3494.425049
	Iteration 35Q: 3 clusters Score -5928870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -5928883.500000 Penalty: 3494.425049
	Iteration 36Q: 3 clusters Score -5928884 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -5928895.000000 Penalty: 3494.425049
	Iteration 37Q: 3 clusters Score -5928895 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -5928931.500000 Penalty: 3494.425049
	Iteration 38Q: 3 clusters Score -5928932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5928938.500000 Penalty: 3494.425049
	Iteration 39Q: 3 clusters Score -5928938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -5928940.000000 Penalty: 3494.425049
	Iteration 40F: 3 clusters Score -5928940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -5928959.000000 Penalty: 3494.425049
	Iteration 41Q: 3 clusters Score -5928959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -5928986.500000 Penalty: 3494.425049
	Iteration 42Q: 3 clusters Score -5928986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -5928996.500000 Penalty: 3494.425049
	Iteration 43Q: 3 clusters Score -5928996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -5929005.500000 Penalty: 3494.425049
	Iteration 44Q: 3 clusters Score -5929006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -5928999.500000 Penalty: 3494.425049
	Iteration 45Q: 3 clusters Score -5929000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -5929009.000000 Penalty: 3494.425049
	Iteration 46Q: 3 clusters Score -5929009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5929021.500000 Penalty: 3494.425049
	Iteration 47Q: 3 clusters Score -5929022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5929021.000000 Penalty: 3494.425049
	Iteration 48Q: 3 clusters Score -5929021 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5929024.000000 Penalty: 3494.425049
	Iteration 49Q: 3 clusters Score -5929024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -5929027.500000 Penalty: 3494.425049
	Iteration 50Q: 3 clusters Score -5929028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -5929024.500000 Penalty: 3494.425049
	Iteration 51Q: 3 clusters Score -5929024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -5929019.000000 Penalty: 3494.425049
	Iteration 52Q: 3 clusters Score -5929019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5929035.500000 Penalty: 3494.425049
	Iteration 53Q: 3 clusters Score -5929036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5929034.500000 Penalty: 3494.425049
	Iteration 54Q: 3 clusters Score -5929034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -5929049.500000 Penalty: 3494.425049
	Iteration 55Q: 3 clusters Score -5929050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -5929062.500000 Penalty: 3494.425049
	Iteration 56Q: 3 clusters Score -5929062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -5929065.500000 Penalty: 3494.425049
	Iteration 57Q: 3 clusters Score -5929066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5929080.000000 Penalty: 3494.425049
	Iteration 58Q: 3 clusters Score -5929080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5929090.500000 Penalty: 3494.425049
	Iteration 59Q: 3 clusters Score -5929090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -5929089.000000 Penalty: 3494.425049
	Iteration 60F: 3 clusters Score -5929089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -5929094.000000 Penalty: 3494.425049
	Iteration 61Q: 3 clusters Score -5929094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -5929102.000000 Penalty: 3494.425049
	Iteration 62Q: 3 clusters Score -5929102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5929094.500000 Penalty: 3494.425049
	Iteration 63Q: 3 clusters Score -5929094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5929103.500000 Penalty: 3494.425049
	Iteration 64Q: 3 clusters Score -5929104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -5929116.500000 Penalty: 3494.425049
	Iteration 65Q: 3 clusters Score -5929116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -5929124.000000 Penalty: 3494.425049
	Iteration 66Q: 3 clusters Score -5929124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -5929137.000000 Penalty: 3494.425049
	Iteration 67Q: 3 clusters Score -5929137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -5929158.500000 Penalty: 3494.425049
	Iteration 68Q: 3 clusters Score -5929158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -5929161.500000 Penalty: 3494.425049
	Iteration 69Q: 3 clusters Score -5929162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -5929185.000000 Penalty: 3494.425049
	Iteration 70Q: 3 clusters Score -5929185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5929187.000000 Penalty: 3494.425049
	Iteration 71Q: 3 clusters Score -5929187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -5929193.000000 Penalty: 3494.425049
	Iteration 72Q: 3 clusters Score -5929193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -5929198.500000 Penalty: 3494.425049
	Iteration 73Q: 3 clusters Score -5929198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5929206.000000 Penalty: 3494.425049
	Iteration 74Q: 3 clusters Score -5929206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -5929231.000000 Penalty: 3494.425049
	Iteration 75Q: 3 clusters Score -5929231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -5929219.000000 Penalty: 3494.425049
	Iteration 76Q: 3 clusters Score -5929219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -5929236.500000 Penalty: 3494.425049
	Iteration 77Q: 3 clusters Score -5929236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -5929236.000000 Penalty: 3494.425049
	Iteration 78Q: 3 clusters Score -5929236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5929238.000000 Penalty: 3494.425049
	Iteration 79Q: 3 clusters Score -5929238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -5929239.500000 Penalty: 3494.425049
	Iteration 80F: 3 clusters Score -5929240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -5929245.000000 Penalty: 3494.425049
	Iteration 81Q: 3 clusters Score -5929245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -5929249.000000 Penalty: 3494.425049
	Iteration 82Q: 3 clusters Score -5929249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -5929249.000000 Penalty: 3494.425049
	Iteration 83Q: 3 clusters Score -5929249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5929252.500000 Penalty: 3494.425049
	Iteration 84Q: 3 clusters Score -5929252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -5929255.500000 Penalty: 3494.425049
	Iteration 85Q: 3 clusters Score -5929256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -5929252.500000 Penalty: 3494.425049
	Iteration 86Q: 3 clusters Score -5929252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -5929271.500000 Penalty: 3494.425049
	Iteration 87Q: 3 clusters Score -5929272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -5929270.000000 Penalty: 3494.425049
	Iteration 88Q: 3 clusters Score -5929270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5929278.000000 Penalty: 3494.425049
	Iteration 89Q: 3 clusters Score -5929278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -5929277.000000 Penalty: 3494.425049
	Iteration 90Q: 3 clusters Score -5929277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -5929280.500000 Penalty: 3494.425049
	Iteration 91Q: 3 clusters Score -5929280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -5929284.000000 Penalty: 3494.425049
	Iteration 92Q: 3 clusters Score -5929284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -5929293.500000 Penalty: 3494.425049
	Iteration 93Q: 3 clusters Score -5929294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -5929296.500000 Penalty: 3494.425049
	Iteration 94Q: 3 clusters Score -5929296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -5929297.500000 Penalty: 3494.425049
	Iteration 95Q: 3 clusters Score -5929298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -5929296.500000 Penalty: 3494.425049
	Iteration 96Q: 3 clusters Score -5929296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -5929296.500000 Penalty: 3494.425049
	Iteration 97Q: 3 clusters Score -5929296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5929293.000000 Penalty: 3494.425049
	Iteration 98Q: 3 clusters Score -5929293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5929293.000000 Penalty: 3494.425049
	Iteration 99F: 3 clusters Score -5929293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Entering Unmasked Estep 
Score: -762185.625000 Penalty: 1410.083984
	Iteration 0F: 2 clusters Score -762185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -757647.250000 Penalty: 2820.167969
	Iteration 0F: 3 clusters Score -757647.2 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -758932.000000 Penalty: 2820.167969
	Iteration 1F: 3 clusters Score -758932 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -759133.875000 Penalty: 2820.167969
	Iteration 2F: 3 clusters Score -759133.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -759275.187500 Penalty: 2820.167969
	Iteration 3F: 3 clusters Score -759275.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -759375.500000 Penalty: 2820.167969
	Iteration 4Q: 3 clusters Score -759375.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -759438.875000 Penalty: 2820.167969
	Iteration 5Q: 3 clusters Score -759438.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -759491.187500 Penalty: 2820.167969
	Iteration 6Q: 3 clusters Score -759491.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -759556.875000 Penalty: 2820.167969
	Iteration 7Q: 3 clusters Score -759556.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -759631.187500 Penalty: 2820.167969
	Iteration 8Q: 3 clusters Score -759631.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -759707.687500 Penalty: 2820.167969
	Iteration 9Q: 3 clusters Score -759707.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -759807.625000 Penalty: 2820.167969
	Iteration 10Q: 3 clusters Score -759807.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -759913.250000 Penalty: 2820.167969
	Iteration 11Q: 3 clusters Score -759913.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -760056.000000 Penalty: 2820.167969
	Iteration 12Q: 3 clusters Score -760056 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -760193.187500 Penalty: 2820.167969
	Iteration 13Q: 3 clusters Score -760193.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -760346.062500 Penalty: 2820.167969
	Iteration 14Q: 3 clusters Score -760346.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -760488.500000 Penalty: 2820.167969
	Iteration 15Q: 3 clusters Score -760488.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -760607.437500 Penalty: 2820.167969
	Iteration 16Q: 3 clusters Score -760607.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -760702.250000 Penalty: 2820.167969
	Iteration 17Q: 3 clusters Score -760702.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -760775.500000 Penalty: 2820.167969
	Iteration 18Q: 3 clusters Score -760775.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -760833.187500 Penalty: 2820.167969
	Iteration 19Q: 3 clusters Score -760833.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -760868.562500 Penalty: 2820.167969
	Iteration 20F: 3 clusters Score -760868.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -760894.812500 Penalty: 2820.167969
	Iteration 21Q: 3 clusters Score -760894.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -760907.875000 Penalty: 2820.167969
	Iteration 22Q: 3 clusters Score -760907.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -760917.937500 Penalty: 2820.167969
	Iteration 23Q: 3 clusters Score -760917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -760925.187500 Penalty: 2820.167969
	Iteration 24Q: 3 clusters Score -760925.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -760927.125000 Penalty: 2820.167969
	Iteration 25Q: 3 clusters Score -760927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -760930.125000 Penalty: 2820.167969
	Iteration 26Q: 3 clusters Score -760930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -760931.687500 Penalty: 2820.167969
	Iteration 27Q: 3 clusters Score -760931.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -760931.687500 Penalty: 2820.167969
	Iteration 28F: 3 clusters Score -760931.7 nChanged 0
--- Evaluating fit on full set of 1737627 points ---
Entering Unmasked Estep 
Score: -219131456.000000 Penalty: 37356.878906
20->17 Clusters: Score -219131456.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 579209 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 28872 members 
Mstep: Class 3 contains 29137 members 
Mstep: Class 4 contains 29018 members 
Mstep: Class 5 contains 29079 members 
Mstep: Class 6 contains 29004 members 
Mstep: Class 7 contains 28992 members 
Mstep: Class 8 contains 29052 members 
Mstep: Class 9 contains 29004 members 
Mstep: Class 10 contains 28759 members 
Mstep: Class 11 contains 29083 members 
Mstep: Class 12 contains 28972 members 
Mstep: Class 13 contains 29087 members 
Mstep: Class 14 contains 29095 members 
Mstep: Class 15 contains 28946 members 
Mstep: Class 16 contains 28698 members 
Mstep: Class 17 contains 28970 members 
Mstep: Class 18 contains 29006 members 
Mstep: Class 19 contains 29169 members 
Mstep: Class 20 contains 28593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 888.329346 but Gain 2156.277344
Score: -69672472.000000 Penalty: 40969.332031
Iteration 0F: 20 clusters Score -6.967247e+07 nChanged 549949
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 2577 members 
Mstep: Class 5 contains 5683 members 
Mstep: Class 6 contains 245477 members 
Mstep: Class 7 contains 121807 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 2757 members 
Mstep: Class 13 contains 1518 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 10230 members 
Mstep: Class 16 contains 44460 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 70672 members 
Mstep: Class 20 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 520.012207 but Gain 2156.281250
Score: -71988632.000000 Penalty: 38813.050781
Iteration 1F: 19 clusters Score -7.198863e+07 nChanged 153159
Entering Unmasked Mstep 
Mstep: Class 0 contains 741 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 1004 members 
Mstep: Class 3 contains 12702 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 219175 members 
Mstep: Class 7 contains 167634 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 4734 members 
Mstep: Class 10 contains 7859 members 
Mstep: Class 11 contains 1976 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 14 contains 2241 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 41442 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 81044 members 
Mstep: Class 20 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 489.841064 but Gain 2156.281250
Score: -72139848.000000 Penalty: 36656.769531
Iteration 2F: 18 clusters Score -7.213985e+07 nChanged 117355
Entering Unmasked Mstep 
Mstep: Class 0 contains 506 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 14753 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 177620 members 
Mstep: Class 7 contains 193458 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 10209 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 5098 members 
Mstep: Class 16 contains 39826 members 
Mstep: Class 19 contains 101825 members 
Mstep: Class 20 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 819.393372 but Gain 2156.281250
Score: -72252664.000000 Penalty: 34500.488281
Iteration 3F: 17 clusters Score -7.225266e+07 nChanged 116947
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1056 members 
Mstep: Class 3 contains 16894 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 163712 members 
Mstep: Class 7 contains 166112 members 
Mstep: Class 8 contains 659 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 11920 members 
Mstep: Class 12 contains 603 members 
Mstep: Class 14 contains 1693 members 
Mstep: Class 15 contains 4292 members 
Mstep: Class 16 contains 38872 members 
Mstep: Class 19 contains 143425 members 
Mstep: Class 20 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 814.802429 but Gain 2156.279297
Score: -72370392.000000 Penalty: 32344.208984
Iteration 4F: 16 clusters Score -7.237039e+07 nChanged 106579
Entering Unmasked Mstep 
Mstep: Class 0 contains 360 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 18316 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 149519 members 
Mstep: Class 7 contains 133073 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 12724 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 3550 members 
Mstep: Class 16 contains 43339 members 
Mstep: Class 19 contains 187158 members 
Mstep: Class 20 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 868.086243 but Gain 2156.281250
Score: -72422904.000000 Penalty: 30187.927734
Iteration 5F: 15 clusters Score -7.24229e+07 nChanged 94771
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 886 members 
Mstep: Class 3 contains 20323 members 
Mstep: Class 5 contains 2001 members 
Mstep: Class 6 contains 140939 members 
Mstep: Class 7 contains 127017 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 13151 members 
Mstep: Class 14 contains 1224 members 
Mstep: Class 15 contains 3102 members 
Mstep: Class 16 contains 52984 members 
Mstep: Class 19 contains 192809 members 
Mstep: Class 20 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1027.831909 but Gain 2156.281250
Score: -72473328.000000 Penalty: 28031.646484
Iteration 6F: 14 clusters Score -7.247333e+07 nChanged 66072
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 22231 members 
Mstep: Class 5 contains 1953 members 
Mstep: Class 6 contains 133922 members 
Mstep: Class 7 contains 130478 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 10 contains 13396 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 64719 members 
Mstep: Class 19 contains 185646 members 
Mstep: Class 20 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1561.638916 but Gain 2156.279297
Score: -72522032.000000 Penalty: 25875.367188
Iteration 7F: 13 clusters Score -7.252203e+07 nChanged 53970
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 780 members 
Mstep: Class 3 contains 23936 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 127429 members 
Mstep: Class 7 contains 134436 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 16 contains 76416 members 
Mstep: Class 19 contains 177432 members 
Mstep: Class 20 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72563376.000000 Penalty: 25875.367188
Iteration 8F: 13 clusters Score -7.256338e+07 nChanged 44519
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 25236 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 122186 members 
Mstep: Class 7 contains 137683 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 10 contains 13336 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 86786 members 
Mstep: Class 19 contains 168994 members 
Mstep: Class 20 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72600304.000000 Penalty: 25875.367188
Iteration 9F: 13 clusters Score -7.26003e+07 nChanged 38474
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 26374 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 117597 members 
Mstep: Class 7 contains 139217 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 10 contains 13075 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 16 contains 96582 members 
Mstep: Class 19 contains 161655 members 
Mstep: Class 20 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72635208.000000 Penalty: 25875.367188
Iteration 10F: 13 clusters Score -7.263521e+07 nChanged 33241
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 27153 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 114028 members 
Mstep: Class 7 contains 138538 members 
Mstep: Class 8 contains 1239 members 
Mstep: Class 10 contains 12861 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 106407 members 
Mstep: Class 19 contains 155204 members 
Mstep: Class 20 contains 4249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2154.861572 but Gain 2156.281250
Score: -72665984.000000 Penalty: 23719.085938
Iteration 11F: 12 clusters Score -7.266598e+07 nChanged 29142
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 27699 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 111608 members 
Mstep: Class 7 contains 136511 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 16 contains 116326 members 
Mstep: Class 19 contains 150197 members 
Mstep: Class 20 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72691240.000000 Penalty: 23719.085938
Iteration 12F: 12 clusters Score -7.269124e+07 nChanged 24107
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 109856 members 
Mstep: Class 7 contains 132310 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 10 contains 12664 members 
Mstep: Class 16 contains 126303 members 
Mstep: Class 19 contains 145217 members 
Mstep: Class 20 contains 4991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72705424.000000 Penalty: 23719.085938
Iteration 13Q: 12 clusters Score -7.270542e+07 nChanged 21547
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 27908 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 108529 members 
Mstep: Class 7 contains 126872 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 12639 members 
Mstep: Class 16 contains 135884 members 
Mstep: Class 19 contains 141571 members 
Mstep: Class 20 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72713600.000000 Penalty: 23719.085938
Iteration 14Q: 12 clusters Score -7.27136e+07 nChanged 19504
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 27889 members 
Mstep: Class 5 contains 2636 members 
Mstep: Class 6 contains 107549 members 
Mstep: Class 7 contains 122762 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 16 contains 143087 members 
Mstep: Class 19 contains 138409 members 
Mstep: Class 20 contains 5743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72719424.000000 Penalty: 23719.085938
Iteration 15Q: 12 clusters Score -7.271942e+07 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 28064 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 106754 members 
Mstep: Class 7 contains 120584 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 10 contains 12766 members 
Mstep: Class 16 contains 147753 members 
Mstep: Class 19 contains 135406 members 
Mstep: Class 20 contains 6058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72722632.000000 Penalty: 23719.085938
Iteration 16Q: 12 clusters Score -7.272263e+07 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 28458 members 
Mstep: Class 5 contains 2911 members 
Mstep: Class 6 contains 106251 members 
Mstep: Class 7 contains 120182 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 10 contains 12917 members 
Mstep: Class 16 contains 149444 members 
Mstep: Class 19 contains 132893 members 
Mstep: Class 20 contains 6317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72726224.000000 Penalty: 23719.085938
Iteration 17Q: 12 clusters Score -7.272622e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 29015 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 105960 members 
Mstep: Class 7 contains 121109 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 10 contains 13067 members 
Mstep: Class 16 contains 149018 members 
Mstep: Class 19 contains 130691 members 
Mstep: Class 20 contains 6563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72729848.000000 Penalty: 23719.085938
Iteration 18Q: 12 clusters Score -7.272985e+07 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 29617 members 
Mstep: Class 5 contains 3116 members 
Mstep: Class 6 contains 105790 members 
Mstep: Class 7 contains 122840 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 10 contains 13248 members 
Mstep: Class 16 contains 147364 members 
Mstep: Class 19 contains 128616 members 
Mstep: Class 20 contains 6805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72734176.000000 Penalty: 23719.085938
Iteration 19Q: 12 clusters Score -7.273418e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 30266 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 105736 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 16 contains 145044 members 
Mstep: Class 19 contains 126649 members 
Mstep: Class 20 contains 7040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72738752.000000 Penalty: 23719.085938
Iteration 20F: 12 clusters Score -7.273875e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 30860 members 
Mstep: Class 5 contains 3191 members 
Mstep: Class 6 contains 105724 members 
Mstep: Class 7 contains 126260 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 10 contains 13785 members 
Mstep: Class 16 contains 142755 members 
Mstep: Class 19 contains 124859 members 
Mstep: Class 20 contains 7261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72743216.000000 Penalty: 23719.085938
Iteration 21Q: 12 clusters Score -7.274322e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 31407 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 105739 members 
Mstep: Class 7 contains 127111 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 10 contains 14011 members 
Mstep: Class 16 contains 140627 members 
Mstep: Class 19 contains 123538 members 
Mstep: Class 20 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72746776.000000 Penalty: 23719.085938
Iteration 22Q: 12 clusters Score -7.274678e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 31929 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 105771 members 
Mstep: Class 7 contains 127540 members 
Mstep: Class 8 contains 1368 members 
Mstep: Class 10 contains 14219 members 
Mstep: Class 16 contains 138618 members 
Mstep: Class 19 contains 122507 members 
Mstep: Class 20 contains 7712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72749824.000000 Penalty: 23719.085938
Iteration 23Q: 12 clusters Score -7.274982e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 32407 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 105812 members 
Mstep: Class 7 contains 127640 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 10 contains 14413 members 
Mstep: Class 16 contains 136810 members 
Mstep: Class 19 contains 121636 members 
Mstep: Class 20 contains 7896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72752304.000000 Penalty: 23719.085938
Iteration 24Q: 12 clusters Score -7.27523e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 32863 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 105926 members 
Mstep: Class 7 contains 127349 members 
Mstep: Class 8 contains 1367 members 
Mstep: Class 10 contains 14589 members 
Mstep: Class 16 contains 135253 members 
Mstep: Class 19 contains 120798 members 
Mstep: Class 20 contains 8067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72755152.000000 Penalty: 23719.085938
Iteration 25Q: 12 clusters Score -7.275515e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 33317 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 106058 members 
Mstep: Class 7 contains 126722 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 10 contains 14717 members 
Mstep: Class 16 contains 133856 members 
Mstep: Class 19 contains 120016 members 
Mstep: Class 20 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72757680.000000 Penalty: 23719.085938
Iteration 26Q: 12 clusters Score -7.275768e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 33740 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 106224 members 
Mstep: Class 7 contains 125978 members 
Mstep: Class 8 contains 1368 members 
Mstep: Class 10 contains 14806 members 
Mstep: Class 16 contains 132631 members 
Mstep: Class 19 contains 119112 members 
Mstep: Class 20 contains 8409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72759688.000000 Penalty: 23719.085938
Iteration 27Q: 12 clusters Score -7.275969e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 34101 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 106400 members 
Mstep: Class 7 contains 125149 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 16 contains 131575 members 
Mstep: Class 19 contains 118080 members 
Mstep: Class 20 contains 8562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72762432.000000 Penalty: 23719.085938
Iteration 28Q: 12 clusters Score -7.276243e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 34465 members 
Mstep: Class 5 contains 2885 members 
Mstep: Class 6 contains 106565 members 
Mstep: Class 7 contains 124334 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 16 contains 130609 members 
Mstep: Class 19 contains 116934 members 
Mstep: Class 20 contains 8685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72765024.000000 Penalty: 23719.085938
Iteration 29Q: 12 clusters Score -7.276502e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 34829 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 106731 members 
Mstep: Class 7 contains 123413 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 10 contains 15111 members 
Mstep: Class 16 contains 129831 members 
Mstep: Class 19 contains 115727 members 
Mstep: Class 20 contains 8791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72767568.000000 Penalty: 23719.085938
Iteration 30Q: 12 clusters Score -7.276757e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 35190 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 106882 members 
Mstep: Class 7 contains 122382 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 10 contains 15123 members 
Mstep: Class 16 contains 129190 members 
Mstep: Class 19 contains 114546 members 
Mstep: Class 20 contains 8877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72769656.000000 Penalty: 23719.085938
Iteration 31Q: 12 clusters Score -7.276966e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 35489 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 107028 members 
Mstep: Class 7 contains 121384 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 10 contains 15147 members 
Mstep: Class 16 contains 128545 members 
Mstep: Class 19 contains 113375 members 
Mstep: Class 20 contains 8959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72771696.000000 Penalty: 23719.085938
Iteration 32Q: 12 clusters Score -7.27717e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 35756 members 
Mstep: Class 5 contains 2511 members 
Mstep: Class 6 contains 107184 members 
Mstep: Class 7 contains 120354 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 10 contains 15176 members 
Mstep: Class 16 contains 127892 members 
Mstep: Class 19 contains 112330 members 
Mstep: Class 20 contains 9024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72774120.000000 Penalty: 23719.085938
Iteration 33Q: 12 clusters Score -7.277412e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 35989 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 107341 members 
Mstep: Class 7 contains 119290 members 
Mstep: Class 8 contains 1377 members 
Mstep: Class 10 contains 15209 members 
Mstep: Class 16 contains 127372 members 
Mstep: Class 19 contains 111291 members 
Mstep: Class 20 contains 9092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72776264.000000 Penalty: 23719.085938
Iteration 34Q: 12 clusters Score -7.277626e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 36119 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 107495 members 
Mstep: Class 7 contains 118315 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 10 contains 15205 members 
Mstep: Class 16 contains 126890 members 
Mstep: Class 19 contains 110370 members 
Mstep: Class 20 contains 9161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72777504.000000 Penalty: 23719.085938
Iteration 35Q: 12 clusters Score -7.27775e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 36208 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 107632 members 
Mstep: Class 7 contains 117398 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 10 contains 15170 members 
Mstep: Class 16 contains 126478 members 
Mstep: Class 19 contains 109458 members 
Mstep: Class 20 contains 9204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72778992.000000 Penalty: 23719.085938
Iteration 36Q: 12 clusters Score -7.277899e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 36250 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 107768 members 
Mstep: Class 7 contains 116556 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 10 contains 15124 members 
Mstep: Class 16 contains 126030 members 
Mstep: Class 19 contains 108668 members 
Mstep: Class 20 contains 9248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72780608.000000 Penalty: 23719.085938
Iteration 37Q: 12 clusters Score -7.278061e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 36310 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 107896 members 
Mstep: Class 7 contains 115694 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 16 contains 125638 members 
Mstep: Class 19 contains 108006 members 
Mstep: Class 20 contains 9281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72781808.000000 Penalty: 23719.085938
Iteration 38Q: 12 clusters Score -7.278181e+07 nChanged 4358
Entering ConstructFrom: 
Score: -72781808.000000 Penalty: 23719.085938
Entering ConstructFrom: 
Trying to split cluster 1 (58459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Entering Unmasked Estep 
Score: -7535927.000000 Penalty: 1783.613159
	Iteration 0F: 2 clusters Score -7535927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -7496766.500000 Penalty: 3567.226318
	Iteration 0F: 3 clusters Score -7496766 nChanged 27624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -7513221.500000 Penalty: 3567.226318
	Iteration 1F: 3 clusters Score -7513222 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -7514218.500000 Penalty: 3567.226318
	Iteration 2Q: 3 clusters Score -7514218 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -7515790.000000 Penalty: 3567.226318
	Iteration 3F: 3 clusters Score -7515790 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -7518153.000000 Penalty: 3567.226318
	Iteration 4F: 3 clusters Score -7518153 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -7521193.000000 Penalty: 3567.226318
	Iteration 5F: 3 clusters Score -7521193 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -7524615.500000 Penalty: 3567.226318
	Iteration 6F: 3 clusters Score -7524616 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -7527101.500000 Penalty: 3567.226318
	Iteration 7F: 3 clusters Score -7527102 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -7528265.500000 Penalty: 3567.226318
	Iteration 8Q: 3 clusters Score -7528266 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -7528754.000000 Penalty: 3567.226318
	Iteration 9Q: 3 clusters Score -7528754 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -7529120.000000 Penalty: 3567.226318
	Iteration 10Q: 3 clusters Score -7529120 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -7529461.000000 Penalty: 3567.226318
	Iteration 11Q: 3 clusters Score -7529461 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -7529801.000000 Penalty: 3567.226318
	Iteration 12Q: 3 clusters Score -7529801 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -7530115.500000 Penalty: 3567.226318
	Iteration 13Q: 3 clusters Score -7530116 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -7530445.000000 Penalty: 3567.226318
	Iteration 14Q: 3 clusters Score -7530445 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -7530787.500000 Penalty: 3567.226318
	Iteration 15Q: 3 clusters Score -7530788 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -7531136.500000 Penalty: 3567.226318
	Iteration 16Q: 3 clusters Score -7531136 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -7531434.500000 Penalty: 3567.226318
	Iteration 17Q: 3 clusters Score -7531434 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -7531747.500000 Penalty: 3567.226318
	Iteration 18Q: 3 clusters Score -7531748 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -7532046.000000 Penalty: 3567.226318
	Iteration 19Q: 3 clusters Score -7532046 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -7532327.500000 Penalty: 3567.226318
	Iteration 20F: 3 clusters Score -7532328 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -7532631.000000 Penalty: 3567.226318
	Iteration 21Q: 3 clusters Score -7532631 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -7532819.500000 Penalty: 3567.226318
	Iteration 22Q: 3 clusters Score -7532820 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -7533046.000000 Penalty: 3567.226318
	Iteration 23Q: 3 clusters Score -7533046 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -7533243.500000 Penalty: 3567.226318
	Iteration 24Q: 3 clusters Score -7533244 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -7533363.500000 Penalty: 3567.226318
	Iteration 25Q: 3 clusters Score -7533364 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -7533543.500000 Penalty: 3567.226318
	Iteration 26Q: 3 clusters Score -7533544 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -7533690.500000 Penalty: 3567.226318
	Iteration 27Q: 3 clusters Score -7533690 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -7533802.500000 Penalty: 3567.226318
	Iteration 28Q: 3 clusters Score -7533802 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7533894.500000 Penalty: 3567.226318
	Iteration 29Q: 3 clusters Score -7533894 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7533970.500000 Penalty: 3567.226318
	Iteration 30Q: 3 clusters Score -7533970 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -7534007.500000 Penalty: 3567.226318
	Iteration 31Q: 3 clusters Score -7534008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -7534055.500000 Penalty: 3567.226318
	Iteration 32Q: 3 clusters Score -7534056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -7534089.000000 Penalty: 3567.226318
	Iteration 33Q: 3 clusters Score -7534089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -7534137.500000 Penalty: 3567.226318
	Iteration 34Q: 3 clusters Score -7534138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -7534180.500000 Penalty: 3567.226318
	Iteration 35Q: 3 clusters Score -7534180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -7534222.500000 Penalty: 3567.226318
	Iteration 36Q: 3 clusters Score -7534222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -7534253.000000 Penalty: 3567.226318
	Iteration 37Q: 3 clusters Score -7534253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -7534279.500000 Penalty: 3567.226318
	Iteration 38Q: 3 clusters Score -7534280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -7534287.000000 Penalty: 3567.226318
	Iteration 39Q: 3 clusters Score -7534287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -7534317.500000 Penalty: 3567.226318
	Iteration 40F: 3 clusters Score -7534318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -7534347.500000 Penalty: 3567.226318
	Iteration 41Q: 3 clusters Score -7534348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -7534378.000000 Penalty: 3567.226318
	Iteration 42Q: 3 clusters Score -7534378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -7534389.500000 Penalty: 3567.226318
	Iteration 43Q: 3 clusters Score -7534390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -7534410.500000 Penalty: 3567.226318
	Iteration 44Q: 3 clusters Score -7534410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -7534411.500000 Penalty: 3567.226318
	Iteration 45Q: 3 clusters Score -7534412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -7534410.000000 Penalty: 3567.226318
	Iteration 46Q: 3 clusters Score -7534410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -7534411.500000 Penalty: 3567.226318
	Iteration 47Q: 3 clusters Score -7534412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -7534403.500000 Penalty: 3567.226318
	Iteration 48Q: 3 clusters Score -7534404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -7534408.500000 Penalty: 3567.226318
	Iteration 49Q: 3 clusters Score -7534408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -7534414.500000 Penalty: 3567.226318
	Iteration 50Q: 3 clusters Score -7534414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -7534411.500000 Penalty: 3567.226318
	Iteration 51Q: 3 clusters Score -7534412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -7534417.500000 Penalty: 3567.226318
	Iteration 52Q: 3 clusters Score -7534418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -7534419.000000 Penalty: 3567.226318
	Iteration 53Q: 3 clusters Score -7534419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -7534417.000000 Penalty: 3567.226318
	Iteration 54Q: 3 clusters Score -7534417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -7534415.000000 Penalty: 3567.226318
	Iteration 55Q: 3 clusters Score -7534415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -7534415.500000 Penalty: 3567.226318
	Iteration 56Q: 3 clusters Score -7534416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -7534415.500000 Penalty: 3567.226318
	Iteration 57Q: 3 clusters Score -7534416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -7534415.500000 Penalty: 3567.226318
	Iteration 58F: 3 clusters Score -7534416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -35396.464844 Penalty: 1032.867554
	Iteration 0F: 2 clusters Score -35396.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34559.191406 Penalty: 2065.735107
	Iteration 0F: 3 clusters Score -34559.19 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35197.148438 Penalty: 2065.735107
	Iteration 1F: 3 clusters Score -35197.15 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35868.390625 Penalty: 2065.735107
	Iteration 2F: 3 clusters Score -35868.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36359.476562 Penalty: 2065.735107
	Iteration 3F: 3 clusters Score -36359.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36516.082031 Penalty: 2065.735107
	Iteration 4Q: 3 clusters Score -36516.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36581.332031 Penalty: 2065.735107
	Iteration 5Q: 3 clusters Score -36581.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36589.652344 Penalty: 2065.735107
	Iteration 6Q: 3 clusters Score -36589.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36627.695312 Penalty: 2065.735107
	Iteration 7Q: 3 clusters Score -36627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36629.531250 Penalty: 2065.735107
	Iteration 8Q: 3 clusters Score -36629.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36629.867188 Penalty: 2065.735107
	Iteration 9Q: 3 clusters Score -36629.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36629.867188 Penalty: 2065.735107
	Iteration 10F: 3 clusters Score -36629.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 36307 members 
Mstep: Class 4 contains 246 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 107972 members 
Mstep: Class 7 contains 114865 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 16 contains 125303 members 
Mstep: Class 19 contains 107549 members 
Mstep: Class 20 contains 9316 members 
Entering Unmasked Estep 
Score: -72782488.000000 Penalty: 25875.367188
Splitting cluster 2 changes total score from -72781808.000000 to -72782488.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (36307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Entering Unmasked Estep 
Score: -4648625.000000 Penalty: 1706.211914
	Iteration 0F: 2 clusters Score -4648625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4624395.500000 Penalty: 3412.423828
	Iteration 0F: 3 clusters Score -4624396 nChanged 16840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4633729.000000 Penalty: 3412.423828
	Iteration 1F: 3 clusters Score -4633729 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -4634130.500000 Penalty: 3412.423828
	Iteration 2Q: 3 clusters Score -4634130 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -4634617.000000 Penalty: 3412.423828
	Iteration 3Q: 3 clusters Score -4634617 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -4635264.000000 Penalty: 3412.423828
	Iteration 4Q: 3 clusters Score -4635264 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4636223.500000 Penalty: 3412.423828
	Iteration 5F: 3 clusters Score -4636224 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4637718.000000 Penalty: 3412.423828
	Iteration 6F: 3 clusters Score -4637718 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -4639974.000000 Penalty: 3412.423828
	Iteration 7F: 3 clusters Score -4639974 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -4642785.000000 Penalty: 3412.423828
	Iteration 8F: 3 clusters Score -4642785 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4645243.000000 Penalty: 3412.423828
	Iteration 9F: 3 clusters Score -4645243 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4646741.000000 Penalty: 3412.423828
	Iteration 10Q: 3 clusters Score -4646741 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4647287.500000 Penalty: 3412.423828
	Iteration 11Q: 3 clusters Score -4647288 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4647489.500000 Penalty: 3412.423828
	Iteration 12Q: 3 clusters Score -4647490 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -4647621.500000 Penalty: 3412.423828
	Iteration 13Q: 3 clusters Score -4647622 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4647682.500000 Penalty: 3412.423828
	Iteration 14Q: 3 clusters Score -4647682 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4647729.000000 Penalty: 3412.423828
	Iteration 15Q: 3 clusters Score -4647729 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -4647751.500000 Penalty: 3412.423828
	Iteration 16Q: 3 clusters Score -4647752 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4647765.500000 Penalty: 3412.423828
	Iteration 17Q: 3 clusters Score -4647766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -4647780.000000 Penalty: 3412.423828
	Iteration 18Q: 3 clusters Score -4647780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4647783.500000 Penalty: 3412.423828
	Iteration 19Q: 3 clusters Score -4647784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4647813.000000 Penalty: 3412.423828
	Iteration 20F: 3 clusters Score -4647813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4647810.500000 Penalty: 3412.423828
	Iteration 21Q: 3 clusters Score -4647810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4647810.500000 Penalty: 3412.423828
	Iteration 22Q: 3 clusters Score -4647810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4647810.000000 Penalty: 3412.423828
	Iteration 23Q: 3 clusters Score -4647810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4647811.000000 Penalty: 3412.423828
	Iteration 24Q: 3 clusters Score -4647811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4647816.500000 Penalty: 3412.423828
	Iteration 25Q: 3 clusters Score -4647816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -4647816.500000 Penalty: 3412.423828
	Iteration 26Q: 3 clusters Score -4647816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4647818.500000 Penalty: 3412.423828
	Iteration 27Q: 3 clusters Score -4647818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4647816.500000 Penalty: 3412.423828
	Iteration 28Q: 3 clusters Score -4647816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4647814.500000 Penalty: 3412.423828
	Iteration 29Q: 3 clusters Score -4647814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4647821.500000 Penalty: 3412.423828
	Iteration 30Q: 3 clusters Score -4647822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4647815.000000 Penalty: 3412.423828
	Iteration 31Q: 3 clusters Score -4647815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4647816.500000 Penalty: 3412.423828
	Iteration 32Q: 3 clusters Score -4647816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4647811.500000 Penalty: 3412.423828
	Iteration 33Q: 3 clusters Score -4647812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4647814.000000 Penalty: 3412.423828
	Iteration 34Q: 3 clusters Score -4647814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4647812.000000 Penalty: 3412.423828
	Iteration 35Q: 3 clusters Score -4647812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4647812.000000 Penalty: 3412.423828
	Iteration 36F: 3 clusters Score -4647812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -277038.000000 Penalty: 1254.575073
	Iteration 0F: 2 clusters Score -277038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -274788.500000 Penalty: 2509.150146
	Iteration 0F: 3 clusters Score -274788.5 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -275270.062500 Penalty: 2509.150146
	Iteration 1F: 3 clusters Score -275270.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -275378.437500 Penalty: 2509.150146
	Iteration 2F: 3 clusters Score -275378.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -275441.406250 Penalty: 2509.150146
	Iteration 3Q: 3 clusters Score -275441.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -275495.062500 Penalty: 2509.150146
	Iteration 4Q: 3 clusters Score -275495.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -275542.343750 Penalty: 2509.150146
	Iteration 5Q: 3 clusters Score -275542.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -275581.562500 Penalty: 2509.150146
	Iteration 6Q: 3 clusters Score -275581.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -275616.187500 Penalty: 2509.150146
	Iteration 7Q: 3 clusters Score -275616.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -275635.843750 Penalty: 2509.150146
	Iteration 8Q: 3 clusters Score -275635.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -275654.656250 Penalty: 2509.150146
	Iteration 9Q: 3 clusters Score -275654.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -275668.156250 Penalty: 2509.150146
	Iteration 10Q: 3 clusters Score -275668.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -275684.593750 Penalty: 2509.150146
	Iteration 11Q: 3 clusters Score -275684.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -275694.531250 Penalty: 2509.150146
	Iteration 12Q: 3 clusters Score -275694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -275698.656250 Penalty: 2509.150146
	Iteration 13Q: 3 clusters Score -275698.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -275702.781250 Penalty: 2509.150146
	Iteration 14Q: 3 clusters Score -275702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -275705.343750 Penalty: 2509.150146
	Iteration 15Q: 3 clusters Score -275705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -275707.687500 Penalty: 2509.150146
	Iteration 16Q: 3 clusters Score -275707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -275709.531250 Penalty: 2509.150146
	Iteration 17Q: 3 clusters Score -275709.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -275715.125000 Penalty: 2509.150146
	Iteration 18Q: 3 clusters Score -275715.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -275719.625000 Penalty: 2509.150146
	Iteration 19Q: 3 clusters Score -275719.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -275723.593750 Penalty: 2509.150146
	Iteration 20F: 3 clusters Score -275723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -275728.812500 Penalty: 2509.150146
	Iteration 21Q: 3 clusters Score -275728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -275735.781250 Penalty: 2509.150146
	Iteration 22Q: 3 clusters Score -275735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -275740.218750 Penalty: 2509.150146
	Iteration 23Q: 3 clusters Score -275740.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -275743.312500 Penalty: 2509.150146
	Iteration 24Q: 3 clusters Score -275743.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -275747.218750 Penalty: 2509.150146
	Iteration 25Q: 3 clusters Score -275747.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -275752.062500 Penalty: 2509.150146
	Iteration 26Q: 3 clusters Score -275752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -275757.875000 Penalty: 2509.150146
	Iteration 27Q: 3 clusters Score -275757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -275762.375000 Penalty: 2509.150146
	Iteration 28Q: 3 clusters Score -275762.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -275773.031250 Penalty: 2509.150146
	Iteration 29Q: 3 clusters Score -275773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -275786.187500 Penalty: 2509.150146
	Iteration 30Q: 3 clusters Score -275786.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -275800.125000 Penalty: 2509.150146
	Iteration 31Q: 3 clusters Score -275800.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -275807.593750 Penalty: 2509.150146
	Iteration 32Q: 3 clusters Score -275807.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -275809.968750 Penalty: 2509.150146
	Iteration 33Q: 3 clusters Score -275810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -275815.656250 Penalty: 2509.150146
	Iteration 34Q: 3 clusters Score -275815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -275819.812500 Penalty: 2509.150146
	Iteration 35Q: 3 clusters Score -275819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -275823.937500 Penalty: 2509.150146
	Iteration 36Q: 3 clusters Score -275823.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -275829.937500 Penalty: 2509.150146
	Iteration 37Q: 3 clusters Score -275829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -275834.656250 Penalty: 2509.150146
	Iteration 38Q: 3 clusters Score -275834.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -275839.750000 Penalty: 2509.150146
	Iteration 39Q: 3 clusters Score -275839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -275841.843750 Penalty: 2509.150146
	Iteration 40F: 3 clusters Score -275841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -275841.406250 Penalty: 2509.150146
	Iteration 41Q: 3 clusters Score -275841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -275841.406250 Penalty: 2509.150146
	Iteration 42F: 3 clusters Score -275841.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (107972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Entering Unmasked Estep 
Score: -13979749.000000 Penalty: 1883.314453
	Iteration 0F: 2 clusters Score -1.397975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -13915562.000000 Penalty: 3766.628906
	Iteration 0F: 3 clusters Score -1.391556e+07 nChanged 51727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -13945715.000000 Penalty: 3766.628906
	Iteration 1F: 3 clusters Score -1.394572e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -13946507.000000 Penalty: 3766.628906
	Iteration 2Q: 3 clusters Score -1.394651e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -13947488.000000 Penalty: 3766.628906
	Iteration 3Q: 3 clusters Score -1.394749e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -13948796.000000 Penalty: 3766.628906
	Iteration 4Q: 3 clusters Score -1.39488e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -13950954.000000 Penalty: 3766.628906
	Iteration 5Q: 3 clusters Score -1.395095e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -13953874.000000 Penalty: 3766.628906
	Iteration 6F: 3 clusters Score -1.395387e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -13957634.000000 Penalty: 3766.628906
	Iteration 7F: 3 clusters Score -1.395763e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -13961389.000000 Penalty: 3766.628906
	Iteration 8F: 3 clusters Score -1.396139e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -13964509.000000 Penalty: 3766.628906
	Iteration 9F: 3 clusters Score -1.396451e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -13966054.000000 Penalty: 3766.628906
	Iteration 10Q: 3 clusters Score -1.396605e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -13966686.000000 Penalty: 3766.628906
	Iteration 11Q: 3 clusters Score -1.396669e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -13966984.000000 Penalty: 3766.628906
	Iteration 12Q: 3 clusters Score -1.396698e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -13967123.000000 Penalty: 3766.628906
	Iteration 13Q: 3 clusters Score -1.396712e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -13967176.000000 Penalty: 3766.628906
	Iteration 14Q: 3 clusters Score -1.396718e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -13967192.000000 Penalty: 3766.628906
	Iteration 15Q: 3 clusters Score -1.396719e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -13967143.000000 Penalty: 3766.628906
	Iteration 16Q: 3 clusters Score -1.396714e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -13967132.000000 Penalty: 3766.628906
	Iteration 17Q: 3 clusters Score -1.396713e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -13967067.000000 Penalty: 3766.628906
	Iteration 18Q: 3 clusters Score -1.396707e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -13967040.000000 Penalty: 3766.628906
	Iteration 19Q: 3 clusters Score -1.396704e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -13966965.000000 Penalty: 3766.628906
	Iteration 20F: 3 clusters Score -1.396696e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -13967009.000000 Penalty: 3766.628906
	Iteration 21Q: 3 clusters Score -1.396701e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -13967054.000000 Penalty: 3766.628906
	Iteration 22Q: 3 clusters Score -1.396705e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -13967022.000000 Penalty: 3766.628906
	Iteration 23Q: 3 clusters Score -1.396702e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -13966989.000000 Penalty: 3766.628906
	Iteration 24Q: 3 clusters Score -1.396699e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -13966969.000000 Penalty: 3766.628906
	Iteration 25Q: 3 clusters Score -1.396697e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -13966946.000000 Penalty: 3766.628906
	Iteration 26Q: 3 clusters Score -1.396695e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -13966909.000000 Penalty: 3766.628906
	Iteration 27Q: 3 clusters Score -1.396691e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 76885 members 
Entering Unmasked Estep 
Score: -13966899.000000 Penalty: 3766.628906
	Iteration 28Q: 3 clusters Score -1.39669e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -13966835.000000 Penalty: 3766.628906
	Iteration 29Q: 3 clusters Score -1.396684e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -13966775.000000 Penalty: 3766.628906
	Iteration 30Q: 3 clusters Score -1.396678e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -13966741.000000 Penalty: 3766.628906
	Iteration 31Q: 3 clusters Score -1.396674e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -13966698.000000 Penalty: 3766.628906
	Iteration 32Q: 3 clusters Score -1.39667e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -13966593.000000 Penalty: 3766.628906
	Iteration 33Q: 3 clusters Score -1.396659e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -13966491.000000 Penalty: 3766.628906
	Iteration 34Q: 3 clusters Score -1.396649e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -13966471.000000 Penalty: 3766.628906
	Iteration 35Q: 3 clusters Score -1.396647e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -13966469.000000 Penalty: 3766.628906
	Iteration 36Q: 3 clusters Score -1.396647e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -13966431.000000 Penalty: 3766.628906
	Iteration 37Q: 3 clusters Score -1.396643e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -13966471.000000 Penalty: 3766.628906
	Iteration 38Q: 3 clusters Score -1.396647e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -13966435.000000 Penalty: 3766.628906
	Iteration 39Q: 3 clusters Score -1.396644e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -13966478.000000 Penalty: 3766.628906
	Iteration 40F: 3 clusters Score -1.396648e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -13966448.000000 Penalty: 3766.628906
	Iteration 41Q: 3 clusters Score -1.396645e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -13966456.000000 Penalty: 3766.628906
	Iteration 42Q: 3 clusters Score -1.396646e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -13966504.000000 Penalty: 3766.628906
	Iteration 43Q: 3 clusters Score -1.39665e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -13966553.000000 Penalty: 3766.628906
	Iteration 44Q: 3 clusters Score -1.396655e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -13966621.000000 Penalty: 3766.628906
	Iteration 45Q: 3 clusters Score -1.396662e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -13966698.000000 Penalty: 3766.628906
	Iteration 46Q: 3 clusters Score -1.39667e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -13966730.000000 Penalty: 3766.628906
	Iteration 47Q: 3 clusters Score -1.396673e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -13966734.000000 Penalty: 3766.628906
	Iteration 48Q: 3 clusters Score -1.396673e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -13966826.000000 Penalty: 3766.628906
	Iteration 49Q: 3 clusters Score -1.396683e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -13966868.000000 Penalty: 3766.628906
	Iteration 50Q: 3 clusters Score -1.396687e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -13966947.000000 Penalty: 3766.628906
	Iteration 51Q: 3 clusters Score -1.396695e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -13967012.000000 Penalty: 3766.628906
	Iteration 52Q: 3 clusters Score -1.396701e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -13967059.000000 Penalty: 3766.628906
	Iteration 53Q: 3 clusters Score -1.396706e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -13967176.000000 Penalty: 3766.628906
	Iteration 54Q: 3 clusters Score -1.396718e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -13967206.000000 Penalty: 3766.628906
	Iteration 55Q: 3 clusters Score -1.396721e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -13967280.000000 Penalty: 3766.628906
	Iteration 56Q: 3 clusters Score -1.396728e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -13967333.000000 Penalty: 3766.628906
	Iteration 57Q: 3 clusters Score -1.396733e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -13967412.000000 Penalty: 3766.628906
	Iteration 58Q: 3 clusters Score -1.396741e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -13967520.000000 Penalty: 3766.628906
	Iteration 59Q: 3 clusters Score -1.396752e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -13967490.000000 Penalty: 3766.628906
	Iteration 60F: 3 clusters Score -1.396749e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -13967576.000000 Penalty: 3766.628906
	Iteration 61Q: 3 clusters Score -1.396758e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -13967688.000000 Penalty: 3766.628906
	Iteration 62Q: 3 clusters Score -1.396769e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -13967904.000000 Penalty: 3766.628906
	Iteration 63Q: 3 clusters Score -1.39679e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -13968051.000000 Penalty: 3766.628906
	Iteration 64Q: 3 clusters Score -1.396805e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -13968384.000000 Penalty: 3766.628906
	Iteration 65Q: 3 clusters Score -1.396838e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -13969241.000000 Penalty: 3766.628906
	Iteration 66Q: 3 clusters Score -1.396924e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -13970229.000000 Penalty: 3766.628906
	Iteration 67Q: 3 clusters Score -1.397023e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -13971397.000000 Penalty: 3766.628906
	Iteration 68Q: 3 clusters Score -1.39714e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -13972795.000000 Penalty: 3766.628906
	Iteration 69Q: 3 clusters Score -1.39728e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -13973904.000000 Penalty: 3766.628906
	Iteration 70Q: 3 clusters Score -1.39739e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -13974711.000000 Penalty: 3766.628906
	Iteration 71Q: 3 clusters Score -1.397471e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -13975293.000000 Penalty: 3766.628906
	Iteration 72Q: 3 clusters Score -1.397529e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -13975734.000000 Penalty: 3766.628906
	Iteration 73Q: 3 clusters Score -1.397573e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -13976301.000000 Penalty: 3766.628906
	Iteration 74Q: 3 clusters Score -1.39763e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -13976653.000000 Penalty: 3766.628906
	Iteration 75Q: 3 clusters Score -1.397665e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -13976833.000000 Penalty: 3766.628906
	Iteration 76Q: 3 clusters Score -1.397683e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -13976991.000000 Penalty: 3766.628906
	Iteration 77Q: 3 clusters Score -1.397699e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105028 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -13977147.000000 Penalty: 3766.628906
	Iteration 78Q: 3 clusters Score -1.397715e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -13977166.000000 Penalty: 3766.628906
	Iteration 79Q: 3 clusters Score -1.397717e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -13977983.000000 Penalty: 3766.628906
	Iteration 80F: 3 clusters Score -1.397798e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106744 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -13978198.000000 Penalty: 3766.628906
	Iteration 81Q: 3 clusters Score -1.39782e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13978262.000000 Penalty: 3766.628906
	Iteration 82Q: 3 clusters Score -1.397826e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13978332.000000 Penalty: 3766.628906
	Iteration 83Q: 3 clusters Score -1.397833e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13978332.000000 Penalty: 3766.628906
	Iteration 84Q: 3 clusters Score -1.397833e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107585 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -13978373.000000 Penalty: 3766.628906
	Iteration 85Q: 3 clusters Score -1.397837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -13978391.000000 Penalty: 3766.628906
	Iteration 86Q: 3 clusters Score -1.397839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13978386.000000 Penalty: 3766.628906
	Iteration 87Q: 3 clusters Score -1.397839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -13978385.000000 Penalty: 3766.628906
	Iteration 88Q: 3 clusters Score -1.397838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13978392.000000 Penalty: 3766.628906
	Iteration 89Q: 3 clusters Score -1.397839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13978409.000000 Penalty: 3766.628906
	Iteration 90Q: 3 clusters Score -1.397841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13978406.000000 Penalty: 3766.628906
	Iteration 91Q: 3 clusters Score -1.397841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107652 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13978412.000000 Penalty: 3766.628906
	Iteration 92Q: 3 clusters Score -1.397841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13978411.000000 Penalty: 3766.628906
	Iteration 93Q: 3 clusters Score -1.397841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13978419.000000 Penalty: 3766.628906
	Iteration 94Q: 3 clusters Score -1.397842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107666 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13978425.000000 Penalty: 3766.628906
	Iteration 95Q: 3 clusters Score -1.397842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13978424.000000 Penalty: 3766.628906
	Iteration 96Q: 3 clusters Score -1.397842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107679 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -13978419.000000 Penalty: 3766.628906
	Iteration 97Q: 3 clusters Score -1.397842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13978435.000000 Penalty: 3766.628906
	Iteration 98Q: 3 clusters Score -1.397844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107684 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13978430.000000 Penalty: 3766.628906
	Iteration 99Q: 3 clusters Score -1.397843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13978436.000000 Penalty: 3766.628906
	Iteration 100F: 3 clusters Score -1.397844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13978422.000000 Penalty: 3766.628906
	Iteration 101Q: 3 clusters Score -1.397842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107693 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13978439.000000 Penalty: 3766.628906
	Iteration 102Q: 3 clusters Score -1.397844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13978428.000000 Penalty: 3766.628906
	Iteration 103Q: 3 clusters Score -1.397843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13978433.000000 Penalty: 3766.628906
	Iteration 104Q: 3 clusters Score -1.397843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107700 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13978434.000000 Penalty: 3766.628906
	Iteration 105Q: 3 clusters Score -1.397843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13978429.000000 Penalty: 3766.628906
	Iteration 106Q: 3 clusters Score -1.397843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13978431.000000 Penalty: 3766.628906
	Iteration 107Q: 3 clusters Score -1.397843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13978443.000000 Penalty: 3766.628906
	Iteration 108Q: 3 clusters Score -1.397844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13978446.000000 Penalty: 3766.628906
	Iteration 109Q: 3 clusters Score -1.397845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13978450.000000 Penalty: 3766.628906
	Iteration 110Q: 3 clusters Score -1.397845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13978445.000000 Penalty: 3766.628906
	Iteration 111Q: 3 clusters Score -1.397844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13978445.000000 Penalty: 3766.628906
	Iteration 112F: 3 clusters Score -1.397844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114865 members 
Entering Unmasked Estep 
Score: -14665957.000000 Penalty: 1893.370850
	Iteration 0F: 2 clusters Score -1.466596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -14595348.000000 Penalty: 3786.741699
	Iteration 0F: 3 clusters Score -1.459535e+07 nChanged 55080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -14627380.000000 Penalty: 3786.741699
	Iteration 1F: 3 clusters Score -1.462738e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -14628283.000000 Penalty: 3786.741699
	Iteration 2Q: 3 clusters Score -1.462828e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -14629506.000000 Penalty: 3786.741699
	Iteration 3Q: 3 clusters Score -1.462951e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -14630970.000000 Penalty: 3786.741699
	Iteration 4Q: 3 clusters Score -1.463097e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -14632903.000000 Penalty: 3786.741699
	Iteration 5Q: 3 clusters Score -1.46329e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -14635507.000000 Penalty: 3786.741699
	Iteration 6Q: 3 clusters Score -1.463551e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -14639517.000000 Penalty: 3786.741699
	Iteration 7F: 3 clusters Score -1.463952e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -14644945.000000 Penalty: 3786.741699
	Iteration 8F: 3 clusters Score -1.464494e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -14651240.000000 Penalty: 3786.741699
	Iteration 9F: 3 clusters Score -1.465124e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -14656436.000000 Penalty: 3786.741699
	Iteration 10F: 3 clusters Score -1.465644e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
Score: -14658946.000000 Penalty: 3786.741699
	Iteration 11Q: 3 clusters Score -1.465895e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -14660369.000000 Penalty: 3786.741699
	Iteration 12Q: 3 clusters Score -1.466037e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -14661364.000000 Penalty: 3786.741699
	Iteration 13Q: 3 clusters Score -1.466136e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -14662292.000000 Penalty: 3786.741699
	Iteration 14Q: 3 clusters Score -1.466229e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -14663116.000000 Penalty: 3786.741699
	Iteration 15Q: 3 clusters Score -1.466312e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -14663893.000000 Penalty: 3786.741699
	Iteration 16Q: 3 clusters Score -1.466389e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -14664556.000000 Penalty: 3786.741699
	Iteration 17Q: 3 clusters Score -1.466456e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -14665152.000000 Penalty: 3786.741699
	Iteration 18Q: 3 clusters Score -1.466515e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 90340 members 
Entering Unmasked Estep 
Score: -14665623.000000 Penalty: 3786.741699
	Iteration 19Q: 3 clusters Score -1.466562e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -14666191.000000 Penalty: 3786.741699
	Iteration 20F: 3 clusters Score -1.466619e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -14666704.000000 Penalty: 3786.741699
	Iteration 21Q: 3 clusters Score -1.46667e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -14667201.000000 Penalty: 3786.741699
	Iteration 22Q: 3 clusters Score -1.46672e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 95308 members 
Entering Unmasked Estep 
Score: -14667619.000000 Penalty: 3786.741699
	Iteration 23Q: 3 clusters Score -1.466762e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 96311 members 
Entering Unmasked Estep 
Score: -14667946.000000 Penalty: 3786.741699
	Iteration 24Q: 3 clusters Score -1.466795e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -14668172.000000 Penalty: 3786.741699
	Iteration 25Q: 3 clusters Score -1.466817e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -14668418.000000 Penalty: 3786.741699
	Iteration 26Q: 3 clusters Score -1.466842e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -14668609.000000 Penalty: 3786.741699
	Iteration 27Q: 3 clusters Score -1.466861e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -14668778.000000 Penalty: 3786.741699
	Iteration 28Q: 3 clusters Score -1.466878e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -14668919.000000 Penalty: 3786.741699
	Iteration 29Q: 3 clusters Score -1.466892e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
Score: -14669089.000000 Penalty: 3786.741699
	Iteration 30Q: 3 clusters Score -1.466909e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -14669109.000000 Penalty: 3786.741699
	Iteration 31Q: 3 clusters Score -1.466911e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 102367 members 
Entering Unmasked Estep 
Score: -14669155.000000 Penalty: 3786.741699
	Iteration 32Q: 3 clusters Score -1.466916e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -14669133.000000 Penalty: 3786.741699
	Iteration 33Q: 3 clusters Score -1.466913e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -14669066.000000 Penalty: 3786.741699
	Iteration 34Q: 3 clusters Score -1.466907e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -14668993.000000 Penalty: 3786.741699
	Iteration 35Q: 3 clusters Score -1.466899e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -14668995.000000 Penalty: 3786.741699
	Iteration 36Q: 3 clusters Score -1.4669e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -14668998.000000 Penalty: 3786.741699
	Iteration 37Q: 3 clusters Score -1.4669e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 105234 members 
Entering Unmasked Estep 
Score: -14668905.000000 Penalty: 3786.741699
	Iteration 38Q: 3 clusters Score -1.46689e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 105660 members 
Entering Unmasked Estep 
Score: -14668955.000000 Penalty: 3786.741699
	Iteration 39Q: 3 clusters Score -1.466896e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -14668909.000000 Penalty: 3786.741699
	Iteration 40F: 3 clusters Score -1.466891e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 106422 members 
Entering Unmasked Estep 
Score: -14668876.000000 Penalty: 3786.741699
	Iteration 41Q: 3 clusters Score -1.466888e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 106748 members 
Entering Unmasked Estep 
Score: -14668880.000000 Penalty: 3786.741699
	Iteration 42Q: 3 clusters Score -1.466888e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 107095 members 
Entering Unmasked Estep 
Score: -14668857.000000 Penalty: 3786.741699
	Iteration 43Q: 3 clusters Score -1.466886e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -14668778.000000 Penalty: 3786.741699
	Iteration 44Q: 3 clusters Score -1.466878e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 107766 members 
Entering Unmasked Estep 
Score: -14668695.000000 Penalty: 3786.741699
	Iteration 45Q: 3 clusters Score -1.46687e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 108074 members 
Entering Unmasked Estep 
Score: -14668663.000000 Penalty: 3786.741699
	Iteration 46Q: 3 clusters Score -1.466866e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 108369 members 
Entering Unmasked Estep 
Score: -14668598.000000 Penalty: 3786.741699
	Iteration 47Q: 3 clusters Score -1.46686e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -14668469.000000 Penalty: 3786.741699
	Iteration 48Q: 3 clusters Score -1.466847e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 108920 members 
Entering Unmasked Estep 
Score: -14668377.000000 Penalty: 3786.741699
	Iteration 49Q: 3 clusters Score -1.466838e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 109167 members 
Entering Unmasked Estep 
Score: -14668298.000000 Penalty: 3786.741699
	Iteration 50Q: 3 clusters Score -1.46683e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -14668208.000000 Penalty: 3786.741699
	Iteration 51Q: 3 clusters Score -1.466821e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -14668138.000000 Penalty: 3786.741699
	Iteration 52Q: 3 clusters Score -1.466814e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -14668023.000000 Penalty: 3786.741699
	Iteration 53Q: 3 clusters Score -1.466802e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 110013 members 
Entering Unmasked Estep 
Score: -14667946.000000 Penalty: 3786.741699
	Iteration 54Q: 3 clusters Score -1.466795e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -14667835.000000 Penalty: 3786.741699
	Iteration 55Q: 3 clusters Score -1.466784e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -14667747.000000 Penalty: 3786.741699
	Iteration 56Q: 3 clusters Score -1.466775e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 110545 members 
Entering Unmasked Estep 
Score: -14667631.000000 Penalty: 3786.741699
	Iteration 57Q: 3 clusters Score -1.466763e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -14667549.000000 Penalty: 3786.741699
	Iteration 58Q: 3 clusters Score -1.466755e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -14667497.000000 Penalty: 3786.741699
	Iteration 59Q: 3 clusters Score -1.46675e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
Score: -14667424.000000 Penalty: 3786.741699
	Iteration 60F: 3 clusters Score -1.466742e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 111125 members 
Entering Unmasked Estep 
Score: -14667393.000000 Penalty: 3786.741699
	Iteration 61Q: 3 clusters Score -1.466739e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 111257 members 
Entering Unmasked Estep 
Score: -14667295.000000 Penalty: 3786.741699
	Iteration 62Q: 3 clusters Score -1.46673e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -14667247.000000 Penalty: 3786.741699
	Iteration 63Q: 3 clusters Score -1.466725e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 111545 members 
Entering Unmasked Estep 
Score: -14667140.000000 Penalty: 3786.741699
	Iteration 64Q: 3 clusters Score -1.466714e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -14667052.000000 Penalty: 3786.741699
	Iteration 65Q: 3 clusters Score -1.466705e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 111802 members 
Entering Unmasked Estep 
Score: -14667016.000000 Penalty: 3786.741699
	Iteration 66Q: 3 clusters Score -1.466702e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 111881 members 
Entering Unmasked Estep 
Score: -14666959.000000 Penalty: 3786.741699
	Iteration 67Q: 3 clusters Score -1.466696e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 111966 members 
Entering Unmasked Estep 
Score: -14666914.000000 Penalty: 3786.741699
	Iteration 68Q: 3 clusters Score -1.466691e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -14666846.000000 Penalty: 3786.741699
	Iteration 69Q: 3 clusters Score -1.466685e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 112130 members 
Entering Unmasked Estep 
Score: -14666830.000000 Penalty: 3786.741699
	Iteration 70Q: 3 clusters Score -1.466683e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 112211 members 
Entering Unmasked Estep 
Score: -14666800.000000 Penalty: 3786.741699
	Iteration 71Q: 3 clusters Score -1.46668e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 112314 members 
Entering Unmasked Estep 
Score: -14666717.000000 Penalty: 3786.741699
	Iteration 72Q: 3 clusters Score -1.466672e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 112404 members 
Entering Unmasked Estep 
Score: -14666618.000000 Penalty: 3786.741699
	Iteration 73Q: 3 clusters Score -1.466662e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 112475 members 
Entering Unmasked Estep 
Score: -14666597.000000 Penalty: 3786.741699
	Iteration 74Q: 3 clusters Score -1.46666e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 112536 members 
Entering Unmasked Estep 
Score: -14666566.000000 Penalty: 3786.741699
	Iteration 75Q: 3 clusters Score -1.466657e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -14666513.000000 Penalty: 3786.741699
	Iteration 76Q: 3 clusters Score -1.466651e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 112633 members 
Entering Unmasked Estep 
Score: -14666511.000000 Penalty: 3786.741699
	Iteration 77Q: 3 clusters Score -1.466651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 112685 members 
Entering Unmasked Estep 
Score: -14666458.000000 Penalty: 3786.741699
	Iteration 78Q: 3 clusters Score -1.466646e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 112731 members 
Entering Unmasked Estep 
Score: -14666446.000000 Penalty: 3786.741699
	Iteration 79Q: 3 clusters Score -1.466645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 112762 members 
Entering Unmasked Estep 
Score: -14666414.000000 Penalty: 3786.741699
	Iteration 80F: 3 clusters Score -1.466641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 112789 members 
Entering Unmasked Estep 
Score: -14666398.000000 Penalty: 3786.741699
	Iteration 81Q: 3 clusters Score -1.46664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 112816 members 
Entering Unmasked Estep 
Score: -14666387.000000 Penalty: 3786.741699
	Iteration 82Q: 3 clusters Score -1.466639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -14666365.000000 Penalty: 3786.741699
	Iteration 83Q: 3 clusters Score -1.466636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -14666346.000000 Penalty: 3786.741699
	Iteration 84Q: 3 clusters Score -1.466635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 112882 members 
Entering Unmasked Estep 
Score: -14666338.000000 Penalty: 3786.741699
	Iteration 85Q: 3 clusters Score -1.466634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 112894 members 
Entering Unmasked Estep 
Score: -14666318.000000 Penalty: 3786.741699
	Iteration 86Q: 3 clusters Score -1.466632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -14666325.000000 Penalty: 3786.741699
	Iteration 87Q: 3 clusters Score -1.466632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 112913 members 
Entering Unmasked Estep 
Score: -14666320.000000 Penalty: 3786.741699
	Iteration 88Q: 3 clusters Score -1.466632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 112921 members 
Entering Unmasked Estep 
Score: -14666315.000000 Penalty: 3786.741699
	Iteration 89Q: 3 clusters Score -1.466632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 112934 members 
Entering Unmasked Estep 
Score: -14666310.000000 Penalty: 3786.741699
	Iteration 90Q: 3 clusters Score -1.466631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 112941 members 
Entering Unmasked Estep 
Score: -14666307.000000 Penalty: 3786.741699
	Iteration 91Q: 3 clusters Score -1.466631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
Score: -14666297.000000 Penalty: 3786.741699
	Iteration 92Q: 3 clusters Score -1.46663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -14666295.000000 Penalty: 3786.741699
	Iteration 93Q: 3 clusters Score -1.46663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -14666301.000000 Penalty: 3786.741699
	Iteration 94Q: 3 clusters Score -1.46663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 112961 members 
Entering Unmasked Estep 
Score: -14666293.000000 Penalty: 3786.741699
	Iteration 95Q: 3 clusters Score -1.466629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 112964 members 
Entering Unmasked Estep 
Score: -14666296.000000 Penalty: 3786.741699
	Iteration 96Q: 3 clusters Score -1.46663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 112967 members 
Entering Unmasked Estep 
Score: -14666285.000000 Penalty: 3786.741699
	Iteration 97Q: 3 clusters Score -1.466628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 112971 members 
Entering Unmasked Estep 
Score: -14666289.000000 Penalty: 3786.741699
	Iteration 98Q: 3 clusters Score -1.466629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 112975 members 
Entering Unmasked Estep 
Score: -14666282.000000 Penalty: 3786.741699
	Iteration 99Q: 3 clusters Score -1.466628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 112985 members 
Entering Unmasked Estep 
Score: -14666267.000000 Penalty: 3786.741699
	Iteration 100F: 3 clusters Score -1.466627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 112988 members 
Entering Unmasked Estep 
Score: -14666268.000000 Penalty: 3786.741699
	Iteration 101Q: 3 clusters Score -1.466627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 112992 members 
Entering Unmasked Estep 
Score: -14666269.000000 Penalty: 3786.741699
	Iteration 102Q: 3 clusters Score -1.466627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 113002 members 
Entering Unmasked Estep 
Score: -14666268.000000 Penalty: 3786.741699
	Iteration 103Q: 3 clusters Score -1.466627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -14666269.000000 Penalty: 3786.741699
	Iteration 104Q: 3 clusters Score -1.466627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 113013 members 
Entering Unmasked Estep 
Score: -14666267.000000 Penalty: 3786.741699
	Iteration 105Q: 3 clusters Score -1.466627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 113017 members 
Entering Unmasked Estep 
Score: -14666261.000000 Penalty: 3786.741699
	Iteration 106Q: 3 clusters Score -1.466626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 113025 members 
Entering Unmasked Estep 
Score: -14666259.000000 Penalty: 3786.741699
	Iteration 107Q: 3 clusters Score -1.466626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -14666271.000000 Penalty: 3786.741699
	Iteration 108Q: 3 clusters Score -1.466627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -14666264.000000 Penalty: 3786.741699
	Iteration 109Q: 3 clusters Score -1.466626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -14666261.000000 Penalty: 3786.741699
	Iteration 110Q: 3 clusters Score -1.466626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 113039 members 
Entering Unmasked Estep 
Score: -14666256.000000 Penalty: 3786.741699
	Iteration 111Q: 3 clusters Score -1.466626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 113044 members 
Entering Unmasked Estep 
Score: -14666236.000000 Penalty: 3786.741699
	Iteration 112Q: 3 clusters Score -1.466624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 113050 members 
Entering Unmasked Estep 
Score: -14666228.000000 Penalty: 3786.741699
	Iteration 113Q: 3 clusters Score -1.466623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 113054 members 
Entering Unmasked Estep 
Score: -14666231.000000 Penalty: 3786.741699
	Iteration 114Q: 3 clusters Score -1.466623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -14666224.000000 Penalty: 3786.741699
	Iteration 115Q: 3 clusters Score -1.466622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 113064 members 
Entering Unmasked Estep 
Score: -14666225.000000 Penalty: 3786.741699
	Iteration 116Q: 3 clusters Score -1.466622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 113069 members 
Entering Unmasked Estep 
Score: -14666216.000000 Penalty: 3786.741699
	Iteration 117Q: 3 clusters Score -1.466622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 113074 members 
Entering Unmasked Estep 
Score: -14666208.000000 Penalty: 3786.741699
	Iteration 118Q: 3 clusters Score -1.466621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
Score: -14666208.000000 Penalty: 3786.741699
	Iteration 119Q: 3 clusters Score -1.466621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -14666198.000000 Penalty: 3786.741699
	Iteration 120F: 3 clusters Score -1.46662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -14666194.000000 Penalty: 3786.741699
	Iteration 121Q: 3 clusters Score -1.466619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 113093 members 
Entering Unmasked Estep 
Score: -14666181.000000 Penalty: 3786.741699
	Iteration 122Q: 3 clusters Score -1.466618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 113096 members 
Entering Unmasked Estep 
Score: -14666187.000000 Penalty: 3786.741699
	Iteration 123Q: 3 clusters Score -1.466619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -14666174.000000 Penalty: 3786.741699
	Iteration 124Q: 3 clusters Score -1.466617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -14666168.000000 Penalty: 3786.741699
	Iteration 125Q: 3 clusters Score -1.466617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 113104 members 
Entering Unmasked Estep 
Score: -14666173.000000 Penalty: 3786.741699
	Iteration 126Q: 3 clusters Score -1.466617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -14666165.000000 Penalty: 3786.741699
	Iteration 127Q: 3 clusters Score -1.466616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -14666155.000000 Penalty: 3786.741699
	Iteration 128Q: 3 clusters Score -1.466616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 113108 members 
Entering Unmasked Estep 
Score: -14666163.000000 Penalty: 3786.741699
	Iteration 129Q: 3 clusters Score -1.466616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -14666155.000000 Penalty: 3786.741699
	Iteration 130Q: 3 clusters Score -1.466616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 113110 members 
Entering Unmasked Estep 
Score: -14666153.000000 Penalty: 3786.741699
	Iteration 131Q: 3 clusters Score -1.466615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 113110 members 
Entering Unmasked Estep 
Score: -14666153.000000 Penalty: 3786.741699
	Iteration 132F: 3 clusters Score -1.466615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 36307 members 
Mstep: Class 4 contains 246 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 107972 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 113110 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 16 contains 125303 members 
Mstep: Class 19 contains 107549 members 
Mstep: Class 20 contains 9316 members 
Entering Unmasked Estep 
Score: -72782696.000000 Penalty: 28031.646484
Splitting cluster 7 changes total score from -72781808.000000 to -72782696.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -133726.671875 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -133726.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -132265.281250 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -132265.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133189.250000 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -133189.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -134095.171875 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -134095.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -135453.578125 Penalty: 2350.638428
	Iteration 3F: 3 clusters Score -135453.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -136180.375000 Penalty: 2350.638428
	Iteration 4F: 3 clusters Score -136180.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -136445.828125 Penalty: 2350.638428
	Iteration 5F: 3 clusters Score -136445.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -136536.921875 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -136536.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136556.859375 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -136556.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -136572.375000 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -136572.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -136579.234375 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -136579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -136593.171875 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -136593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -136595.203125 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -136595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -136596.421875 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -136596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136596.875000 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -136596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136596.937500 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -136596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136596.937500 Penalty: 2350.638428
	Iteration 15F: 3 clusters Score -136596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 36307 members 
Mstep: Class 4 contains 246 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 107972 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 113110 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 16 contains 125303 members 
Mstep: Class 19 contains 107549 members 
Mstep: Class 20 contains 9316 members 
Entering Unmasked Estep 
Score: -72784584.000000 Penalty: 30187.927734
Splitting cluster 8 changes total score from -72781808.000000 to -72784584.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 10 (14999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Entering Unmasked Estep 
Score: -1900255.750000 Penalty: 1562.557617
	Iteration 0F: 2 clusters Score -1900256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1889797.375000 Penalty: 3125.115234
	Iteration 0F: 3 clusters Score -1889797 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1893278.375000 Penalty: 3125.115234
	Iteration 1F: 3 clusters Score -1893278 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1893546.625000 Penalty: 3125.115234
	Iteration 2F: 3 clusters Score -1893547 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1893782.000000 Penalty: 3125.115234
	Iteration 3Q: 3 clusters Score -1893782 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1893967.250000 Penalty: 3125.115234
	Iteration 4Q: 3 clusters Score -1893967 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1894132.750000 Penalty: 3125.115234
	Iteration 5Q: 3 clusters Score -1894133 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1894310.000000 Penalty: 3125.115234
	Iteration 6Q: 3 clusters Score -1894310 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1894494.250000 Penalty: 3125.115234
	Iteration 7Q: 3 clusters Score -1894494 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1894724.625000 Penalty: 3125.115234
	Iteration 8Q: 3 clusters Score -1894725 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1894958.125000 Penalty: 3125.115234
	Iteration 9Q: 3 clusters Score -1894958 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1895229.750000 Penalty: 3125.115234
	Iteration 10Q: 3 clusters Score -1895230 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1895588.375000 Penalty: 3125.115234
	Iteration 11Q: 3 clusters Score -1895588 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1896000.000000 Penalty: 3125.115234
	Iteration 12Q: 3 clusters Score -1896000 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1896440.625000 Penalty: 3125.115234
	Iteration 13Q: 3 clusters Score -1896441 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1896871.750000 Penalty: 3125.115234
	Iteration 14Q: 3 clusters Score -1896872 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1897169.000000 Penalty: 3125.115234
	Iteration 15Q: 3 clusters Score -1897169 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1897409.000000 Penalty: 3125.115234
	Iteration 16Q: 3 clusters Score -1897409 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1897618.000000 Penalty: 3125.115234
	Iteration 17Q: 3 clusters Score -1897618 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1897783.750000 Penalty: 3125.115234
	Iteration 18Q: 3 clusters Score -1897784 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1897958.625000 Penalty: 3125.115234
	Iteration 19Q: 3 clusters Score -1897959 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1898119.875000 Penalty: 3125.115234
	Iteration 20F: 3 clusters Score -1898120 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1898258.875000 Penalty: 3125.115234
	Iteration 21Q: 3 clusters Score -1898259 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1898377.875000 Penalty: 3125.115234
	Iteration 22Q: 3 clusters Score -1898378 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1898501.375000 Penalty: 3125.115234
	Iteration 23Q: 3 clusters Score -1898501 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1898593.750000 Penalty: 3125.115234
	Iteration 24Q: 3 clusters Score -1898594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1898652.250000 Penalty: 3125.115234
	Iteration 25Q: 3 clusters Score -1898652 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1898693.125000 Penalty: 3125.115234
	Iteration 26Q: 3 clusters Score -1898693 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1898725.125000 Penalty: 3125.115234
	Iteration 27Q: 3 clusters Score -1898725 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1898752.750000 Penalty: 3125.115234
	Iteration 28Q: 3 clusters Score -1898753 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1898775.125000 Penalty: 3125.115234
	Iteration 29Q: 3 clusters Score -1898775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1898800.125000 Penalty: 3125.115234
	Iteration 30Q: 3 clusters Score -1898800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1898821.875000 Penalty: 3125.115234
	Iteration 31Q: 3 clusters Score -1898822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1898834.875000 Penalty: 3125.115234
	Iteration 32Q: 3 clusters Score -1898835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1898859.375000 Penalty: 3125.115234
	Iteration 33Q: 3 clusters Score -1898859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1898869.125000 Penalty: 3125.115234
	Iteration 34Q: 3 clusters Score -1898869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1898885.250000 Penalty: 3125.115234
	Iteration 35Q: 3 clusters Score -1898885 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1898908.250000 Penalty: 3125.115234
	Iteration 36Q: 3 clusters Score -1898908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1898929.125000 Penalty: 3125.115234
	Iteration 37Q: 3 clusters Score -1898929 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1898950.500000 Penalty: 3125.115234
	Iteration 38Q: 3 clusters Score -1898950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1898961.875000 Penalty: 3125.115234
	Iteration 39Q: 3 clusters Score -1898962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1898972.500000 Penalty: 3125.115234
	Iteration 40F: 3 clusters Score -1898972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1898978.375000 Penalty: 3125.115234
	Iteration 41Q: 3 clusters Score -1898978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1898990.500000 Penalty: 3125.115234
	Iteration 42Q: 3 clusters Score -1898990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1898990.625000 Penalty: 3125.115234
	Iteration 43Q: 3 clusters Score -1898991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1898996.000000 Penalty: 3125.115234
	Iteration 44Q: 3 clusters Score -1898996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1899002.750000 Penalty: 3125.115234
	Iteration 45Q: 3 clusters Score -1899003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1899008.625000 Penalty: 3125.115234
	Iteration 46Q: 3 clusters Score -1899009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1899012.625000 Penalty: 3125.115234
	Iteration 47Q: 3 clusters Score -1899013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1899021.500000 Penalty: 3125.115234
	Iteration 48Q: 3 clusters Score -1899022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1899022.625000 Penalty: 3125.115234
	Iteration 49Q: 3 clusters Score -1899023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1899031.250000 Penalty: 3125.115234
	Iteration 50Q: 3 clusters Score -1899031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1899028.000000 Penalty: 3125.115234
	Iteration 51Q: 3 clusters Score -1899028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1899033.625000 Penalty: 3125.115234
	Iteration 52Q: 3 clusters Score -1899034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1899038.875000 Penalty: 3125.115234
	Iteration 53Q: 3 clusters Score -1899039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1899037.125000 Penalty: 3125.115234
	Iteration 54Q: 3 clusters Score -1899037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1899037.875000 Penalty: 3125.115234
	Iteration 55Q: 3 clusters Score -1899038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1899037.000000 Penalty: 3125.115234
	Iteration 56Q: 3 clusters Score -1899037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1899040.125000 Penalty: 3125.115234
	Iteration 57Q: 3 clusters Score -1899040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1899043.750000 Penalty: 3125.115234
	Iteration 58Q: 3 clusters Score -1899044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1899047.625000 Penalty: 3125.115234
	Iteration 59Q: 3 clusters Score -1899048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1899048.375000 Penalty: 3125.115234
	Iteration 60F: 3 clusters Score -1899048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1899050.500000 Penalty: 3125.115234
	Iteration 61Q: 3 clusters Score -1899050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1899050.625000 Penalty: 3125.115234
	Iteration 62Q: 3 clusters Score -1899051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1899051.875000 Penalty: 3125.115234
	Iteration 63Q: 3 clusters Score -1899052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1899052.375000 Penalty: 3125.115234
	Iteration 64Q: 3 clusters Score -1899052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1899050.000000 Penalty: 3125.115234
	Iteration 65Q: 3 clusters Score -1899050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1899054.500000 Penalty: 3125.115234
	Iteration 66Q: 3 clusters Score -1899054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1899053.000000 Penalty: 3125.115234
	Iteration 67Q: 3 clusters Score -1899053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1899052.750000 Penalty: 3125.115234
	Iteration 68Q: 3 clusters Score -1899053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1899049.875000 Penalty: 3125.115234
	Iteration 69Q: 3 clusters Score -1899050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1899052.500000 Penalty: 3125.115234
	Iteration 70Q: 3 clusters Score -1899052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1899051.750000 Penalty: 3125.115234
	Iteration 71Q: 3 clusters Score -1899052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1899053.750000 Penalty: 3125.115234
	Iteration 72Q: 3 clusters Score -1899054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1899054.625000 Penalty: 3125.115234
	Iteration 73Q: 3 clusters Score -1899055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1899056.125000 Penalty: 3125.115234
	Iteration 74Q: 3 clusters Score -1899056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1899057.000000 Penalty: 3125.115234
	Iteration 75Q: 3 clusters Score -1899057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1899055.375000 Penalty: 3125.115234
	Iteration 76Q: 3 clusters Score -1899055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1899056.125000 Penalty: 3125.115234
	Iteration 77Q: 3 clusters Score -1899056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1899055.500000 Penalty: 3125.115234
	Iteration 78Q: 3 clusters Score -1899056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1899055.625000 Penalty: 3125.115234
	Iteration 79Q: 3 clusters Score -1899056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1899056.625000 Penalty: 3125.115234
	Iteration 80F: 3 clusters Score -1899057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1899056.125000 Penalty: 3125.115234
	Iteration 81Q: 3 clusters Score -1899056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1899056.875000 Penalty: 3125.115234
	Iteration 82Q: 3 clusters Score -1899057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1899055.500000 Penalty: 3125.115234
	Iteration 83Q: 3 clusters Score -1899056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1899055.500000 Penalty: 3125.115234
	Iteration 84F: 3 clusters Score -1899056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (125303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125303 members 
Entering Unmasked Estep 
Score: -15847482.000000 Penalty: 1907.504639
	Iteration 0F: 2 clusters Score -1.584748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -15768607.000000 Penalty: 3815.009277
	Iteration 0F: 3 clusters Score -1.576861e+07 nChanged 60333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -15805676.000000 Penalty: 3815.009277
	Iteration 1F: 3 clusters Score -1.580568e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -15808091.000000 Penalty: 3815.009277
	Iteration 2Q: 3 clusters Score -1.580809e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -15811648.000000 Penalty: 3815.009277
	Iteration 3F: 3 clusters Score -1.581165e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -15816245.000000 Penalty: 3815.009277
	Iteration 4F: 3 clusters Score -1.581624e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -15821881.000000 Penalty: 3815.009277
	Iteration 5F: 3 clusters Score -1.582188e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -15827724.000000 Penalty: 3815.009277
	Iteration 6F: 3 clusters Score -1.582772e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -15832320.000000 Penalty: 3815.009277
	Iteration 7F: 3 clusters Score -1.583232e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -15834716.000000 Penalty: 3815.009277
	Iteration 8Q: 3 clusters Score -1.583472e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -15835912.000000 Penalty: 3815.009277
	Iteration 9Q: 3 clusters Score -1.583591e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -15836510.000000 Penalty: 3815.009277
	Iteration 10Q: 3 clusters Score -1.583651e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -15837132.000000 Penalty: 3815.009277
	Iteration 11Q: 3 clusters Score -1.583713e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -15837689.000000 Penalty: 3815.009277
	Iteration 12Q: 3 clusters Score -1.583769e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97540 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -15838237.000000 Penalty: 3815.009277
	Iteration 13Q: 3 clusters Score -1.583824e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99082 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -15838788.000000 Penalty: 3815.009277
	Iteration 14Q: 3 clusters Score -1.583879e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -15839359.000000 Penalty: 3815.009277
	Iteration 15Q: 3 clusters Score -1.583936e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102091 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -15839775.000000 Penalty: 3815.009277
	Iteration 16Q: 3 clusters Score -1.583978e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -15840258.000000 Penalty: 3815.009277
	Iteration 17Q: 3 clusters Score -1.584026e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -15840790.000000 Penalty: 3815.009277
	Iteration 18Q: 3 clusters Score -1.584079e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -15841363.000000 Penalty: 3815.009277
	Iteration 19Q: 3 clusters Score -1.584136e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -15841733.000000 Penalty: 3815.009277
	Iteration 20F: 3 clusters Score -1.584173e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -15842138.000000 Penalty: 3815.009277
	Iteration 21Q: 3 clusters Score -1.584214e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -15842558.000000 Penalty: 3815.009277
	Iteration 22Q: 3 clusters Score -1.584256e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -15843032.000000 Penalty: 3815.009277
	Iteration 23Q: 3 clusters Score -1.584303e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -15843426.000000 Penalty: 3815.009277
	Iteration 24Q: 3 clusters Score -1.584343e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -15843947.000000 Penalty: 3815.009277
	Iteration 25Q: 3 clusters Score -1.584395e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -15844234.000000 Penalty: 3815.009277
	Iteration 26Q: 3 clusters Score -1.584423e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -15844459.000000 Penalty: 3815.009277
	Iteration 27Q: 3 clusters Score -1.584446e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117741 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -15844706.000000 Penalty: 3815.009277
	Iteration 28Q: 3 clusters Score -1.584471e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118653 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -15844950.000000 Penalty: 3815.009277
	Iteration 29Q: 3 clusters Score -1.584495e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -15845184.000000 Penalty: 3815.009277
	Iteration 30Q: 3 clusters Score -1.584518e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -15845403.000000 Penalty: 3815.009277
	Iteration 31Q: 3 clusters Score -1.58454e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -15845500.000000 Penalty: 3815.009277
	Iteration 32Q: 3 clusters Score -1.58455e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121310 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -15845643.000000 Penalty: 3815.009277
	Iteration 33Q: 3 clusters Score -1.584564e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121746 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -15845755.000000 Penalty: 3815.009277
	Iteration 34Q: 3 clusters Score -1.584576e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -15845878.000000 Penalty: 3815.009277
	Iteration 35Q: 3 clusters Score -1.584588e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122427 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -15845984.000000 Penalty: 3815.009277
	Iteration 36Q: 3 clusters Score -1.584598e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122687 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -15845996.000000 Penalty: 3815.009277
	Iteration 37Q: 3 clusters Score -1.5846e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122891 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -15846093.000000 Penalty: 3815.009277
	Iteration 38Q: 3 clusters Score -1.584609e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123069 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -15846150.000000 Penalty: 3815.009277
	Iteration 39Q: 3 clusters Score -1.584615e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123216 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -15846228.000000 Penalty: 3815.009277
	Iteration 40F: 3 clusters Score -1.584623e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -15846244.000000 Penalty: 3815.009277
	Iteration 41Q: 3 clusters Score -1.584624e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123433 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -15846303.000000 Penalty: 3815.009277
	Iteration 42Q: 3 clusters Score -1.58463e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -15846320.000000 Penalty: 3815.009277
	Iteration 43Q: 3 clusters Score -1.584632e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123531 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -15846337.000000 Penalty: 3815.009277
	Iteration 44Q: 3 clusters Score -1.584634e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123586 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15846375.000000 Penalty: 3815.009277
	Iteration 45Q: 3 clusters Score -1.584638e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123623 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -15846435.000000 Penalty: 3815.009277
	Iteration 46Q: 3 clusters Score -1.584644e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123654 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15846425.000000 Penalty: 3815.009277
	Iteration 47Q: 3 clusters Score -1.584642e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123685 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15846457.000000 Penalty: 3815.009277
	Iteration 48Q: 3 clusters Score -1.584646e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123702 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -15846450.000000 Penalty: 3815.009277
	Iteration 49Q: 3 clusters Score -1.584645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123721 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15846445.000000 Penalty: 3815.009277
	Iteration 50Q: 3 clusters Score -1.584644e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123736 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15846461.000000 Penalty: 3815.009277
	Iteration 51Q: 3 clusters Score -1.584646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123757 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -15846468.000000 Penalty: 3815.009277
	Iteration 52Q: 3 clusters Score -1.584647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123763 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -15846472.000000 Penalty: 3815.009277
	Iteration 53Q: 3 clusters Score -1.584647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123772 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -15846452.000000 Penalty: 3815.009277
	Iteration 54Q: 3 clusters Score -1.584645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123776 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -15846450.000000 Penalty: 3815.009277
	Iteration 55Q: 3 clusters Score -1.584645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123782 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15846440.000000 Penalty: 3815.009277
	Iteration 56Q: 3 clusters Score -1.584644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123786 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15846447.000000 Penalty: 3815.009277
	Iteration 57Q: 3 clusters Score -1.584645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123788 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15846459.000000 Penalty: 3815.009277
	Iteration 58Q: 3 clusters Score -1.584646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15846467.000000 Penalty: 3815.009277
	Iteration 59Q: 3 clusters Score -1.584647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15846470.000000 Penalty: 3815.009277
	Iteration 60F: 3 clusters Score -1.584647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15846467.000000 Penalty: 3815.009277
	Iteration 61Q: 3 clusters Score -1.584647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123793 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -15846472.000000 Penalty: 3815.009277
	Iteration 62Q: 3 clusters Score -1.584647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123791 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15846468.000000 Penalty: 3815.009277
	Iteration 63Q: 3 clusters Score -1.584647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123792 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15846469.000000 Penalty: 3815.009277
	Iteration 64Q: 3 clusters Score -1.584647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123792 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15846469.000000 Penalty: 3815.009277
	Iteration 65F: 3 clusters Score -1.584647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Entering Unmasked Estep 
Score: -13707673.000000 Penalty: 1882.676514
	Iteration 0F: 2 clusters Score -1.370767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -13639815.000000 Penalty: 3765.353027
	Iteration 0F: 3 clusters Score -1.363982e+07 nChanged 51523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -13670949.000000 Penalty: 3765.353027
	Iteration 1F: 3 clusters Score -1.367095e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -13673172.000000 Penalty: 3765.353027
	Iteration 2F: 3 clusters Score -1.367317e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -13676413.000000 Penalty: 3765.353027
	Iteration 3F: 3 clusters Score -1.367641e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -13681181.000000 Penalty: 3765.353027
	Iteration 4F: 3 clusters Score -1.368118e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -13686884.000000 Penalty: 3765.353027
	Iteration 5F: 3 clusters Score -1.368688e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -13692073.000000 Penalty: 3765.353027
	Iteration 6F: 3 clusters Score -1.369207e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 90618 members 
Entering Unmasked Estep 
Score: -13696144.000000 Penalty: 3765.353027
	Iteration 7Q: 3 clusters Score -1.369614e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -13698739.000000 Penalty: 3765.353027
	Iteration 8Q: 3 clusters Score -1.369874e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -13700185.000000 Penalty: 3765.353027
	Iteration 9Q: 3 clusters Score -1.370018e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -13701180.000000 Penalty: 3765.353027
	Iteration 10Q: 3 clusters Score -1.370118e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -13701887.000000 Penalty: 3765.353027
	Iteration 11Q: 3 clusters Score -1.370189e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -13702626.000000 Penalty: 3765.353027
	Iteration 12Q: 3 clusters Score -1.370263e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -13703162.000000 Penalty: 3765.353027
	Iteration 13Q: 3 clusters Score -1.370316e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -13703742.000000 Penalty: 3765.353027
	Iteration 14Q: 3 clusters Score -1.370374e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -13704226.000000 Penalty: 3765.353027
	Iteration 15Q: 3 clusters Score -1.370423e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -13704554.000000 Penalty: 3765.353027
	Iteration 16Q: 3 clusters Score -1.370455e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -13704889.000000 Penalty: 3765.353027
	Iteration 17Q: 3 clusters Score -1.370489e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -13705108.000000 Penalty: 3765.353027
	Iteration 18Q: 3 clusters Score -1.370511e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -13705268.000000 Penalty: 3765.353027
	Iteration 19Q: 3 clusters Score -1.370527e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -13705430.000000 Penalty: 3765.353027
	Iteration 20F: 3 clusters Score -1.370543e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -13705554.000000 Penalty: 3765.353027
	Iteration 21Q: 3 clusters Score -1.370555e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -13705611.000000 Penalty: 3765.353027
	Iteration 22Q: 3 clusters Score -1.370561e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -13705731.000000 Penalty: 3765.353027
	Iteration 23Q: 3 clusters Score -1.370573e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 101989 members 
Entering Unmasked Estep 
Score: -13705848.000000 Penalty: 3765.353027
	Iteration 24Q: 3 clusters Score -1.370585e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -13705918.000000 Penalty: 3765.353027
	Iteration 25Q: 3 clusters Score -1.370592e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -13705988.000000 Penalty: 3765.353027
	Iteration 26Q: 3 clusters Score -1.370599e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -13706051.000000 Penalty: 3765.353027
	Iteration 27Q: 3 clusters Score -1.370605e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -13706171.000000 Penalty: 3765.353027
	Iteration 28Q: 3 clusters Score -1.370617e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 102447 members 
Entering Unmasked Estep 
Score: -13706257.000000 Penalty: 3765.353027
	Iteration 29Q: 3 clusters Score -1.370626e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -13706376.000000 Penalty: 3765.353027
	Iteration 30Q: 3 clusters Score -1.370638e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 102535 members 
Entering Unmasked Estep 
Score: -13706439.000000 Penalty: 3765.353027
	Iteration 31Q: 3 clusters Score -1.370644e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -13706490.000000 Penalty: 3765.353027
	Iteration 32Q: 3 clusters Score -1.370649e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -13706523.000000 Penalty: 3765.353027
	Iteration 33Q: 3 clusters Score -1.370652e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -13706548.000000 Penalty: 3765.353027
	Iteration 34Q: 3 clusters Score -1.370655e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -13706624.000000 Penalty: 3765.353027
	Iteration 35Q: 3 clusters Score -1.370662e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -13706643.000000 Penalty: 3765.353027
	Iteration 36Q: 3 clusters Score -1.370664e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 102512 members 
Entering Unmasked Estep 
Score: -13706661.000000 Penalty: 3765.353027
	Iteration 37Q: 3 clusters Score -1.370666e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 102513 members 
Entering Unmasked Estep 
Score: -13706721.000000 Penalty: 3765.353027
	Iteration 38Q: 3 clusters Score -1.370672e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -13706770.000000 Penalty: 3765.353027
	Iteration 39Q: 3 clusters Score -1.370677e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -13706802.000000 Penalty: 3765.353027
	Iteration 40F: 3 clusters Score -1.37068e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -13706815.000000 Penalty: 3765.353027
	Iteration 41Q: 3 clusters Score -1.370682e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 102506 members 
Entering Unmasked Estep 
Score: -13706860.000000 Penalty: 3765.353027
	Iteration 42Q: 3 clusters Score -1.370686e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -13706855.000000 Penalty: 3765.353027
	Iteration 43Q: 3 clusters Score -1.370686e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -13706874.000000 Penalty: 3765.353027
	Iteration 44Q: 3 clusters Score -1.370687e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -13706876.000000 Penalty: 3765.353027
	Iteration 45Q: 3 clusters Score -1.370688e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 102425 members 
Entering Unmasked Estep 
Score: -13706891.000000 Penalty: 3765.353027
	Iteration 46Q: 3 clusters Score -1.370689e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -13706865.000000 Penalty: 3765.353027
	Iteration 47Q: 3 clusters Score -1.370686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -13706851.000000 Penalty: 3765.353027
	Iteration 48Q: 3 clusters Score -1.370685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 102351 members 
Entering Unmasked Estep 
Score: -13706883.000000 Penalty: 3765.353027
	Iteration 49Q: 3 clusters Score -1.370688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 102331 members 
Entering Unmasked Estep 
Score: -13706886.000000 Penalty: 3765.353027
	Iteration 50Q: 3 clusters Score -1.370689e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
Score: -13706890.000000 Penalty: 3765.353027
	Iteration 51Q: 3 clusters Score -1.370689e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 102299 members 
Entering Unmasked Estep 
Score: -13706890.000000 Penalty: 3765.353027
	Iteration 52Q: 3 clusters Score -1.370689e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -13706897.000000 Penalty: 3765.353027
	Iteration 53Q: 3 clusters Score -1.37069e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -13706901.000000 Penalty: 3765.353027
	Iteration 54Q: 3 clusters Score -1.37069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -13706886.000000 Penalty: 3765.353027
	Iteration 55Q: 3 clusters Score -1.370689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
Score: -13706881.000000 Penalty: 3765.353027
	Iteration 56Q: 3 clusters Score -1.370688e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -13706880.000000 Penalty: 3765.353027
	Iteration 57Q: 3 clusters Score -1.370688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -13706881.000000 Penalty: 3765.353027
	Iteration 58Q: 3 clusters Score -1.370688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 102132 members 
Entering Unmasked Estep 
Score: -13706881.000000 Penalty: 3765.353027
	Iteration 59Q: 3 clusters Score -1.370688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 102116 members 
Entering Unmasked Estep 
Score: -13706891.000000 Penalty: 3765.353027
	Iteration 60F: 3 clusters Score -1.370689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -13706899.000000 Penalty: 3765.353027
	Iteration 61Q: 3 clusters Score -1.37069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -13706880.000000 Penalty: 3765.353027
	Iteration 62Q: 3 clusters Score -1.370688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 102084 members 
Entering Unmasked Estep 
Score: -13706866.000000 Penalty: 3765.353027
	Iteration 63Q: 3 clusters Score -1.370687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 102076 members 
Entering Unmasked Estep 
Score: -13706872.000000 Penalty: 3765.353027
	Iteration 64Q: 3 clusters Score -1.370687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 102075 members 
Entering Unmasked Estep 
Score: -13706870.000000 Penalty: 3765.353027
	Iteration 65Q: 3 clusters Score -1.370687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 102071 members 
Entering Unmasked Estep 
Score: -13706854.000000 Penalty: 3765.353027
	Iteration 66Q: 3 clusters Score -1.370685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -13706863.000000 Penalty: 3765.353027
	Iteration 67Q: 3 clusters Score -1.370686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -13706853.000000 Penalty: 3765.353027
	Iteration 68Q: 3 clusters Score -1.370685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -13706848.000000 Penalty: 3765.353027
	Iteration 69Q: 3 clusters Score -1.370685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -13706853.000000 Penalty: 3765.353027
	Iteration 70Q: 3 clusters Score -1.370685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -13706853.000000 Penalty: 3765.353027
	Iteration 71Q: 3 clusters Score -1.370685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 102057 members 
Entering Unmasked Estep 
Score: -13706871.000000 Penalty: 3765.353027
	Iteration 72Q: 3 clusters Score -1.370687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -13706867.000000 Penalty: 3765.353027
	Iteration 73Q: 3 clusters Score -1.370687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -13706865.000000 Penalty: 3765.353027
	Iteration 74Q: 3 clusters Score -1.370686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -13706870.000000 Penalty: 3765.353027
	Iteration 75Q: 3 clusters Score -1.370687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -13706871.000000 Penalty: 3765.353027
	Iteration 76Q: 3 clusters Score -1.370687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 102023 members 
Entering Unmasked Estep 
Score: -13706882.000000 Penalty: 3765.353027
	Iteration 77Q: 3 clusters Score -1.370688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -13706874.000000 Penalty: 3765.353027
	Iteration 78Q: 3 clusters Score -1.370687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -13706868.000000 Penalty: 3765.353027
	Iteration 79Q: 3 clusters Score -1.370687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 102016 members 
Entering Unmasked Estep 
Score: -13706872.000000 Penalty: 3765.353027
	Iteration 80F: 3 clusters Score -1.370687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 102015 members 
Entering Unmasked Estep 
Score: -13706878.000000 Penalty: 3765.353027
	Iteration 81Q: 3 clusters Score -1.370688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -13706880.000000 Penalty: 3765.353027
	Iteration 82Q: 3 clusters Score -1.370688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -13706882.000000 Penalty: 3765.353027
	Iteration 83Q: 3 clusters Score -1.370688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -13706882.000000 Penalty: 3765.353027
	Iteration 84F: 3 clusters Score -1.370688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Entering Unmasked Estep 
Score: -1150445.250000 Penalty: 1485.166870
	Iteration 0F: 2 clusters Score -1150445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1143729.000000 Penalty: 2970.333740
	Iteration 0F: 3 clusters Score -1143729 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1146181.125000 Penalty: 2970.333740
	Iteration 1F: 3 clusters Score -1146181 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1146831.625000 Penalty: 2970.333740
	Iteration 2F: 3 clusters Score -1146832 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1147487.000000 Penalty: 2970.333740
	Iteration 3F: 3 clusters Score -1147487 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1148104.125000 Penalty: 2970.333740
	Iteration 4F: 3 clusters Score -1148104 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1148648.875000 Penalty: 2970.333740
	Iteration 5F: 3 clusters Score -1148649 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1148996.750000 Penalty: 2970.333740
	Iteration 6F: 3 clusters Score -1148997 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1149209.000000 Penalty: 2970.333740
	Iteration 7Q: 3 clusters Score -1149209 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1149381.000000 Penalty: 2970.333740
	Iteration 8Q: 3 clusters Score -1149381 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1149517.750000 Penalty: 2970.333740
	Iteration 9Q: 3 clusters Score -1149518 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1149623.750000 Penalty: 2970.333740
	Iteration 10Q: 3 clusters Score -1149624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1149704.875000 Penalty: 2970.333740
	Iteration 11Q: 3 clusters Score -1149705 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1149751.625000 Penalty: 2970.333740
	Iteration 12Q: 3 clusters Score -1149752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1149787.625000 Penalty: 2970.333740
	Iteration 13Q: 3 clusters Score -1149788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1149801.875000 Penalty: 2970.333740
	Iteration 14Q: 3 clusters Score -1149802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1149811.625000 Penalty: 2970.333740
	Iteration 15Q: 3 clusters Score -1149812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1149817.625000 Penalty: 2970.333740
	Iteration 16Q: 3 clusters Score -1149818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1149823.500000 Penalty: 2970.333740
	Iteration 17Q: 3 clusters Score -1149824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1149829.500000 Penalty: 2970.333740
	Iteration 18Q: 3 clusters Score -1149830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1149831.250000 Penalty: 2970.333740
	Iteration 19Q: 3 clusters Score -1149831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1149837.375000 Penalty: 2970.333740
	Iteration 20F: 3 clusters Score -1149837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1149841.375000 Penalty: 2970.333740
	Iteration 21Q: 3 clusters Score -1149841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1149844.875000 Penalty: 2970.333740
	Iteration 22Q: 3 clusters Score -1149845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1149849.625000 Penalty: 2970.333740
	Iteration 23Q: 3 clusters Score -1149850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1149849.375000 Penalty: 2970.333740
	Iteration 24Q: 3 clusters Score -1149849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1149850.625000 Penalty: 2970.333740
	Iteration 25Q: 3 clusters Score -1149851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1149854.000000 Penalty: 2970.333740
	Iteration 26Q: 3 clusters Score -1149854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1149855.500000 Penalty: 2970.333740
	Iteration 27Q: 3 clusters Score -1149856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1149860.500000 Penalty: 2970.333740
	Iteration 28Q: 3 clusters Score -1149860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1149858.875000 Penalty: 2970.333740
	Iteration 29Q: 3 clusters Score -1149859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1149860.500000 Penalty: 2970.333740
	Iteration 30Q: 3 clusters Score -1149860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1149863.750000 Penalty: 2970.333740
	Iteration 31Q: 3 clusters Score -1149864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1149861.500000 Penalty: 2970.333740
	Iteration 32Q: 3 clusters Score -1149862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1149864.500000 Penalty: 2970.333740
	Iteration 33Q: 3 clusters Score -1149864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1149864.500000 Penalty: 2970.333740
	Iteration 34F: 3 clusters Score -1149864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 36307 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 107972 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 10 contains 14999 members 
Mstep: Class 16 contains 125303 members 
Mstep: Class 19 contains 107549 members 
Mstep: Class 20 contains 9316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72786160.000000 Penalty: 30187.927734
Iteration 39Q: 15 clusters Score -7.278616e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 36282 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 2238 members 
Mstep: Class 6 contains 108054 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 111015 members 
Mstep: Class 10 contains 14940 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 16 contains 125148 members 
Mstep: Class 19 contains 107507 members 
Mstep: Class 20 contains 9335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789928.000000 Penalty: 30187.927734
Iteration 40F: 15 clusters Score -7.278993e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 36116 members 
Mstep: Class 4 contains 274 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 108123 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 109877 members 
Mstep: Class 10 contains 14841 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 16 contains 124566 members 
Mstep: Class 19 contains 106778 members 
Mstep: Class 20 contains 9346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792880.000000 Penalty: 30187.927734
Iteration 41Q: 15 clusters Score -7.279288e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 35837 members 
Mstep: Class 4 contains 270 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 108218 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 109045 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 674 members 
Mstep: Class 16 contains 123862 members 
Mstep: Class 19 contains 105976 members 
Mstep: Class 20 contains 9341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794808.000000 Penalty: 30187.927734
Iteration 42Q: 15 clusters Score -7.279481e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 35512 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 108321 members 
Mstep: Class 7 contains 2955 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 108362 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 683 members 
Mstep: Class 16 contains 123138 members 
Mstep: Class 19 contains 105095 members 
Mstep: Class 20 contains 9341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796656.000000 Penalty: 30187.927734
Iteration 43Q: 15 clusters Score -7.279666e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 35170 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 108372 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 107788 members 
Mstep: Class 10 contains 14352 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 16 contains 122348 members 
Mstep: Class 19 contains 104188 members 
Mstep: Class 20 contains 9356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798472.000000 Penalty: 30187.927734
Iteration 44Q: 15 clusters Score -7.279847e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 34785 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 108387 members 
Mstep: Class 7 contains 3543 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 107339 members 
Mstep: Class 10 contains 14119 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 16 contains 121598 members 
Mstep: Class 19 contains 103295 members 
Mstep: Class 20 contains 9352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800256.000000 Penalty: 30187.927734
Iteration 45Q: 15 clusters Score -7.280026e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 34380 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 108433 members 
Mstep: Class 7 contains 3813 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 106913 members 
Mstep: Class 10 contains 13889 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 16 contains 120859 members 
Mstep: Class 19 contains 102483 members 
Mstep: Class 20 contains 9338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801536.000000 Penalty: 30187.927734
Iteration 46Q: 15 clusters Score -7.280154e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 33948 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 108484 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 106590 members 
Mstep: Class 10 contains 13698 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 16 contains 120113 members 
Mstep: Class 19 contains 101665 members 
Mstep: Class 20 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802984.000000 Penalty: 30187.927734
Iteration 47Q: 15 clusters Score -7.280298e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 33519 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 108518 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 759 members 
Mstep: Class 9 contains 106278 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 685 members 
Mstep: Class 16 contains 119442 members 
Mstep: Class 19 contains 100907 members 
Mstep: Class 20 contains 9265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804208.000000 Penalty: 30187.927734
Iteration 48Q: 15 clusters Score -7.280421e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 33042 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 108559 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 106047 members 
Mstep: Class 10 contains 13405 members 
Mstep: Class 11 contains 684 members 
Mstep: Class 16 contains 118824 members 
Mstep: Class 19 contains 100129 members 
Mstep: Class 20 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805496.000000 Penalty: 30187.927734
Iteration 49Q: 15 clusters Score -7.28055e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 32493 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 108607 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 105936 members 
Mstep: Class 10 contains 13254 members 
Mstep: Class 11 contains 685 members 
Mstep: Class 16 contains 118219 members 
Mstep: Class 19 contains 99453 members 
Mstep: Class 20 contains 9156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806592.000000 Penalty: 30187.927734
Iteration 50Q: 15 clusters Score -7.280659e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 31959 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 108664 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 105872 members 
Mstep: Class 10 contains 13151 members 
Mstep: Class 11 contains 686 members 
Mstep: Class 16 contains 117668 members 
Mstep: Class 19 contains 98742 members 
Mstep: Class 20 contains 9069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807560.000000 Penalty: 30187.927734
Iteration 51Q: 15 clusters Score -7.280756e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 31420 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 108726 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 105757 members 
Mstep: Class 10 contains 13082 members 
Mstep: Class 11 contains 685 members 
Mstep: Class 16 contains 116980 members 
Mstep: Class 19 contains 98045 members 
Mstep: Class 20 contains 8985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808264.000000 Penalty: 30187.927734
Iteration 52Q: 15 clusters Score -7.280826e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 30781 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 108776 members 
Mstep: Class 7 contains 4620 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 105647 members 
Mstep: Class 10 contains 13085 members 
Mstep: Class 11 contains 684 members 
Mstep: Class 16 contains 116113 members 
Mstep: Class 19 contains 97141 members 
Mstep: Class 20 contains 8905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809704.000000 Penalty: 30187.927734
Iteration 53Q: 15 clusters Score -7.28097e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 30092 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 108846 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 105507 members 
Mstep: Class 10 contains 13158 members 
Mstep: Class 11 contains 684 members 
Mstep: Class 16 contains 115015 members 
Mstep: Class 19 contains 95990 members 
Mstep: Class 20 contains 8810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810472.000000 Penalty: 30187.927734
Iteration 54Q: 15 clusters Score -7.281047e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 29353 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2353 members 
Mstep: Class 6 contains 108897 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 105252 members 
Mstep: Class 10 contains 13300 members 
Mstep: Class 11 contains 684 members 
Mstep: Class 16 contains 113501 members 
Mstep: Class 19 contains 94820 members 
Mstep: Class 20 contains 8725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811256.000000 Penalty: 30187.927734
Iteration 55Q: 15 clusters Score -7.281126e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 28585 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 108991 members 
Mstep: Class 7 contains 4459 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 104882 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 684 members 
Mstep: Class 16 contains 111465 members 
Mstep: Class 19 contains 93660 members 
Mstep: Class 20 contains 8663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811752.000000 Penalty: 30187.927734
Iteration 56Q: 15 clusters Score -7.281175e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 105347 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 27627 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 109117 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 104437 members 
Mstep: Class 10 contains 13759 members 
Mstep: Class 11 contains 683 members 
Mstep: Class 16 contains 108871 members 
Mstep: Class 19 contains 92494 members 
Mstep: Class 20 contains 8594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811816.000000 Penalty: 30187.927734
Iteration 57Q: 15 clusters Score -7.281182e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 110845 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 26576 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 109225 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 104065 members 
Mstep: Class 10 contains 14069 members 
Mstep: Class 11 contains 683 members 
Mstep: Class 16 contains 105753 members 
Mstep: Class 19 contains 91354 members 
Mstep: Class 20 contains 8535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811120.000000 Penalty: 30187.927734
Iteration 58Q: 15 clusters Score -7.281112e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 116398 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 25443 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 109234 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 104444 members 
Mstep: Class 10 contains 14442 members 
Mstep: Class 11 contains 683 members 
Mstep: Class 16 contains 102505 members 
Mstep: Class 19 contains 89683 members 
Mstep: Class 20 contains 8475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808792.000000 Penalty: 30187.927734
Iteration 59Q: 15 clusters Score -7.280879e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 120525 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 24334 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 109171 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 105741 members 
Mstep: Class 10 contains 14810 members 
Mstep: Class 11 contains 682 members 
Mstep: Class 16 contains 100029 members 
Mstep: Class 19 contains 87793 members 
Mstep: Class 20 contains 8414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807896.000000 Penalty: 30187.927734
Iteration 60F: 15 clusters Score -7.28079e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 109047 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 107403 members 
Mstep: Class 10 contains 15178 members 
Mstep: Class 11 contains 679 members 
Mstep: Class 16 contains 98000 members 
Mstep: Class 19 contains 85836 members 
Mstep: Class 20 contains 8346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806472.000000 Penalty: 30187.927734
Iteration 61Q: 15 clusters Score -7.280647e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 124710 members 
Mstep: Class 2 contains 323 members 
Mstep: Class 3 contains 22578 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 108967 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 109651 members 
Mstep: Class 10 contains 15449 members 
Mstep: Class 11 contains 681 members 
Mstep: Class 16 contains 96984 members 
Mstep: Class 19 contains 84244 members 
Mstep: Class 20 contains 8263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805056.000000 Penalty: 30187.927734
Iteration 62Q: 15 clusters Score -7.280506e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 124106 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 22000 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 108942 members 
Mstep: Class 7 contains 3505 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 112482 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 685 members 
Mstep: Class 16 contains 96548 members 
Mstep: Class 19 contains 82933 members 
Mstep: Class 20 contains 8173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803944.000000 Penalty: 30187.927734
Iteration 63Q: 15 clusters Score -7.280394e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 122380 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 21477 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 108948 members 
Mstep: Class 7 contains 3470 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 115900 members 
Mstep: Class 10 contains 15776 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 16 contains 96404 members 
Mstep: Class 19 contains 81833 members 
Mstep: Class 20 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802560.000000 Penalty: 30187.927734
Iteration 64Q: 15 clusters Score -7.280256e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 120086 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 20967 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 108924 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 119597 members 
Mstep: Class 10 contains 15937 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 16 contains 96407 members 
Mstep: Class 19 contains 80922 members 
Mstep: Class 20 contains 7981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799808.000000 Penalty: 30187.927734
Iteration 65Q: 15 clusters Score -7.279981e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 326 members 
Mstep: Class 3 contains 20500 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 2865 members 
Mstep: Class 6 contains 108904 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 122807 members 
Mstep: Class 10 contains 16071 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 16 contains 96469 members 
Mstep: Class 19 contains 80253 members 
Mstep: Class 20 contains 7881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797248.000000 Penalty: 30187.927734
Iteration 66Q: 15 clusters Score -7.279725e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 108895 members 
Mstep: Class 7 contains 3257 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 125177 members 
Mstep: Class 10 contains 16220 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 16 contains 96490 members 
Mstep: Class 19 contains 79909 members 
Mstep: Class 20 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794344.000000 Penalty: 30187.927734
Iteration 67Q: 15 clusters Score -7.279434e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 19747 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 108902 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 126487 members 
Mstep: Class 10 contains 16420 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 16 contains 96586 members 
Mstep: Class 19 contains 79885 members 
Mstep: Class 20 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792528.000000 Penalty: 30187.927734
Iteration 68Q: 15 clusters Score -7.279253e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 114576 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 19433 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 108945 members 
Mstep: Class 7 contains 3137 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 126722 members 
Mstep: Class 10 contains 16634 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 16 contains 96754 members 
Mstep: Class 19 contains 80243 members 
Mstep: Class 20 contains 7484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791064.000000 Penalty: 30187.927734
Iteration 69Q: 15 clusters Score -7.279106e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 114382 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 19133 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 108999 members 
Mstep: Class 7 contains 3100 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 126246 members 
Mstep: Class 10 contains 16865 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 16 contains 96987 members 
Mstep: Class 19 contains 80811 members 
Mstep: Class 20 contains 7354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791016.000000 Penalty: 30187.927734
Iteration 70Q: 15 clusters Score -7.279102e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 18825 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3178 members 
Mstep: Class 6 contains 109036 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 125355 members 
Mstep: Class 10 contains 17112 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 16 contains 97161 members 
Mstep: Class 19 contains 81459 members 
Mstep: Class 20 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791008.000000 Penalty: 30187.927734
Iteration 71Q: 15 clusters Score -7.279101e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 114898 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 109087 members 
Mstep: Class 7 contains 3015 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 124380 members 
Mstep: Class 10 contains 17358 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 16 contains 97237 members 
Mstep: Class 19 contains 82138 members 
Mstep: Class 20 contains 7115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791464.000000 Penalty: 30187.927734
Iteration 72Q: 15 clusters Score -7.279146e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 18243 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 109124 members 
Mstep: Class 7 contains 2993 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 123387 members 
Mstep: Class 10 contains 17609 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 16 contains 97330 members 
Mstep: Class 19 contains 82813 members 
Mstep: Class 20 contains 6989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792048.000000 Penalty: 30187.927734
Iteration 73Q: 15 clusters Score -7.279205e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115537 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 17927 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 109150 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 122489 members 
Mstep: Class 10 contains 17872 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 16 contains 97420 members 
Mstep: Class 19 contains 83465 members 
Mstep: Class 20 contains 6868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792552.000000 Penalty: 30187.927734
Iteration 74Q: 15 clusters Score -7.279255e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115674 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 17647 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 109177 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 121735 members 
Mstep: Class 10 contains 18095 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 16 contains 97544 members 
Mstep: Class 19 contains 84113 members 
Mstep: Class 20 contains 6755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792872.000000 Penalty: 30187.927734
Iteration 75Q: 15 clusters Score -7.279287e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115665 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 17373 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 109200 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 121143 members 
Mstep: Class 10 contains 18335 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 16 contains 97683 members 
Mstep: Class 19 contains 84707 members 
Mstep: Class 20 contains 6646 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 15 clusters Score -7.279346e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 17097 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 109198 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 120617 members 
Mstep: Class 10 contains 18553 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 16 contains 97846 members 
Mstep: Class 19 contains 85282 members 
Mstep: Class 20 contains 6555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793960.000000 Penalty: 30187.927734
Iteration 77Q: 15 clusters Score -7.279396e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 16876 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 109189 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 120188 members 
Mstep: Class 10 contains 18740 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 16 contains 98005 members 
Mstep: Class 19 contains 85819 members 
Mstep: Class 20 contains 6480 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 15 clusters Score -7.279472e+07 nChanged 2144
Entering ConstructFrom: 
Score: -72794720.000000 Penalty: 30187.927734
Entering ConstructFrom: 
Trying to split cluster 1 (115322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115322 members 
Entering Unmasked Estep 
Score: -14708370.000000 Penalty: 1894.015991
	Iteration 0F: 2 clusters Score -1.470837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -14635643.000000 Penalty: 3788.031982
	Iteration 0F: 3 clusters Score -1.463564e+07 nChanged 55425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -14668094.000000 Penalty: 3788.031982
	Iteration 1F: 3 clusters Score -1.466809e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -14669290.000000 Penalty: 3788.031982
	Iteration 2Q: 3 clusters Score -1.466929e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -14671247.000000 Penalty: 3788.031982
	Iteration 3Q: 3 clusters Score -1.467125e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -14674238.000000 Penalty: 3788.031982
	Iteration 4Q: 3 clusters Score -1.467424e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -14678700.000000 Penalty: 3788.031982
	Iteration 5F: 3 clusters Score -1.46787e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 74894 members 
Entering Unmasked Estep 
Score: -14684551.000000 Penalty: 3788.031982
	Iteration 6F: 3 clusters Score -1.468455e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -14690528.000000 Penalty: 3788.031982
	Iteration 7F: 3 clusters Score -1.469053e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -14694950.000000 Penalty: 3788.031982
	Iteration 8F: 3 clusters Score -1.469495e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -14697496.000000 Penalty: 3788.031982
	Iteration 9Q: 3 clusters Score -1.46975e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -14698976.000000 Penalty: 3788.031982
	Iteration 10Q: 3 clusters Score -1.469898e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -14700106.000000 Penalty: 3788.031982
	Iteration 11Q: 3 clusters Score -1.470011e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 91325 members 
Entering Unmasked Estep 
Score: -14701320.000000 Penalty: 3788.031982
	Iteration 12Q: 3 clusters Score -1.470132e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -14702434.000000 Penalty: 3788.031982
	Iteration 13Q: 3 clusters Score -1.470243e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -14703576.000000 Penalty: 3788.031982
	Iteration 14Q: 3 clusters Score -1.470358e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -14704481.000000 Penalty: 3788.031982
	Iteration 15Q: 3 clusters Score -1.470448e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -14705155.000000 Penalty: 3788.031982
	Iteration 16Q: 3 clusters Score -1.470516e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -14705777.000000 Penalty: 3788.031982
	Iteration 17Q: 3 clusters Score -1.470578e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 99156 members 
Entering Unmasked Estep 
Score: -14706309.000000 Penalty: 3788.031982
	Iteration 18Q: 3 clusters Score -1.470631e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 99848 members 
Entering Unmasked Estep 
Score: -14706732.000000 Penalty: 3788.031982
	Iteration 19Q: 3 clusters Score -1.470673e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -14707027.000000 Penalty: 3788.031982
	Iteration 20F: 3 clusters Score -1.470703e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -14707163.000000 Penalty: 3788.031982
	Iteration 21Q: 3 clusters Score -1.470716e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -14707245.000000 Penalty: 3788.031982
	Iteration 22Q: 3 clusters Score -1.470724e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 101635 members 
Entering Unmasked Estep 
Score: -14707327.000000 Penalty: 3788.031982
	Iteration 23Q: 3 clusters Score -1.470733e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -14707292.000000 Penalty: 3788.031982
	Iteration 24Q: 3 clusters Score -1.470729e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 102101 members 
Entering Unmasked Estep 
Score: -14707343.000000 Penalty: 3788.031982
	Iteration 25Q: 3 clusters Score -1.470734e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -14707368.000000 Penalty: 3788.031982
	Iteration 26Q: 3 clusters Score -1.470737e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -14707407.000000 Penalty: 3788.031982
	Iteration 27Q: 3 clusters Score -1.470741e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 102627 members 
Entering Unmasked Estep 
Score: -14707426.000000 Penalty: 3788.031982
	Iteration 28Q: 3 clusters Score -1.470743e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -14707469.000000 Penalty: 3788.031982
	Iteration 29Q: 3 clusters Score -1.470747e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -14707494.000000 Penalty: 3788.031982
	Iteration 30Q: 3 clusters Score -1.470749e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -14707524.000000 Penalty: 3788.031982
	Iteration 31Q: 3 clusters Score -1.470752e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 103108 members 
Entering Unmasked Estep 
Score: -14707535.000000 Penalty: 3788.031982
	Iteration 32Q: 3 clusters Score -1.470754e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 103198 members 
Entering Unmasked Estep 
Score: -14707558.000000 Penalty: 3788.031982
	Iteration 33Q: 3 clusters Score -1.470756e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 103284 members 
Entering Unmasked Estep 
Score: -14707552.000000 Penalty: 3788.031982
	Iteration 34Q: 3 clusters Score -1.470755e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -14707594.000000 Penalty: 3788.031982
	Iteration 35Q: 3 clusters Score -1.470759e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -14707599.000000 Penalty: 3788.031982
	Iteration 36Q: 3 clusters Score -1.47076e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -14707626.000000 Penalty: 3788.031982
	Iteration 37Q: 3 clusters Score -1.470763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 103490 members 
Entering Unmasked Estep 
Score: -14707633.000000 Penalty: 3788.031982
	Iteration 38Q: 3 clusters Score -1.470763e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -14707642.000000 Penalty: 3788.031982
	Iteration 39Q: 3 clusters Score -1.470764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -14707642.000000 Penalty: 3788.031982
	Iteration 40F: 3 clusters Score -1.470764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 103596 members 
Entering Unmasked Estep 
Score: -14707655.000000 Penalty: 3788.031982
	Iteration 41Q: 3 clusters Score -1.470766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -14707644.000000 Penalty: 3788.031982
	Iteration 42Q: 3 clusters Score -1.470764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -14707640.000000 Penalty: 3788.031982
	Iteration 43Q: 3 clusters Score -1.470764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 103687 members 
Entering Unmasked Estep 
Score: -14707648.000000 Penalty: 3788.031982
	Iteration 44Q: 3 clusters Score -1.470765e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -14707654.000000 Penalty: 3788.031982
	Iteration 45Q: 3 clusters Score -1.470765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -14707662.000000 Penalty: 3788.031982
	Iteration 46Q: 3 clusters Score -1.470766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -14707654.000000 Penalty: 3788.031982
	Iteration 47Q: 3 clusters Score -1.470765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -14707670.000000 Penalty: 3788.031982
	Iteration 48Q: 3 clusters Score -1.470767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -14707675.000000 Penalty: 3788.031982
	Iteration 49Q: 3 clusters Score -1.470768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -14707684.000000 Penalty: 3788.031982
	Iteration 50Q: 3 clusters Score -1.470768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 103817 members 
Entering Unmasked Estep 
Score: -14707687.000000 Penalty: 3788.031982
	Iteration 51Q: 3 clusters Score -1.470769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 103823 members 
Entering Unmasked Estep 
Score: -14707680.000000 Penalty: 3788.031982
	Iteration 52Q: 3 clusters Score -1.470768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -14707683.000000 Penalty: 3788.031982
	Iteration 53Q: 3 clusters Score -1.470768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -14707685.000000 Penalty: 3788.031982
	Iteration 54Q: 3 clusters Score -1.470768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -14707679.000000 Penalty: 3788.031982
	Iteration 55Q: 3 clusters Score -1.470768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 103840 members 
Entering Unmasked Estep 
Score: -14707676.000000 Penalty: 3788.031982
	Iteration 56Q: 3 clusters Score -1.470768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 103846 members 
Entering Unmasked Estep 
Score: -14707682.000000 Penalty: 3788.031982
	Iteration 57Q: 3 clusters Score -1.470768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -14707681.000000 Penalty: 3788.031982
	Iteration 58Q: 3 clusters Score -1.470768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -14707685.000000 Penalty: 3788.031982
	Iteration 59Q: 3 clusters Score -1.470768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -14707684.000000 Penalty: 3788.031982
	Iteration 60F: 3 clusters Score -1.470768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 103862 members 
Entering Unmasked Estep 
Score: -14707685.000000 Penalty: 3788.031982
	Iteration 61Q: 3 clusters Score -1.470768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 103865 members 
Entering Unmasked Estep 
Score: -14707689.000000 Penalty: 3788.031982
	Iteration 62Q: 3 clusters Score -1.470769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -14707697.000000 Penalty: 3788.031982
	Iteration 63Q: 3 clusters Score -1.47077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 103873 members 
Entering Unmasked Estep 
Score: -14707691.000000 Penalty: 3788.031982
	Iteration 64Q: 3 clusters Score -1.470769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -14707693.000000 Penalty: 3788.031982
	Iteration 65Q: 3 clusters Score -1.470769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 103891 members 
Entering Unmasked Estep 
Score: -14707682.000000 Penalty: 3788.031982
	Iteration 66Q: 3 clusters Score -1.470768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 103901 members 
Entering Unmasked Estep 
Score: -14707688.000000 Penalty: 3788.031982
	Iteration 67Q: 3 clusters Score -1.470769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -14707694.000000 Penalty: 3788.031982
	Iteration 68Q: 3 clusters Score -1.470769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 103919 members 
Entering Unmasked Estep 
Score: -14707699.000000 Penalty: 3788.031982
	Iteration 69Q: 3 clusters Score -1.47077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 103935 members 
Entering Unmasked Estep 
Score: -14707701.000000 Penalty: 3788.031982
	Iteration 70Q: 3 clusters Score -1.47077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -14707700.000000 Penalty: 3788.031982
	Iteration 71Q: 3 clusters Score -1.47077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -14707701.000000 Penalty: 3788.031982
	Iteration 72Q: 3 clusters Score -1.47077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -14707708.000000 Penalty: 3788.031982
	Iteration 73Q: 3 clusters Score -1.470771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -14707701.000000 Penalty: 3788.031982
	Iteration 74Q: 3 clusters Score -1.47077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -14707708.000000 Penalty: 3788.031982
	Iteration 75Q: 3 clusters Score -1.470771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -14707729.000000 Penalty: 3788.031982
	Iteration 76Q: 3 clusters Score -1.470773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -14707734.000000 Penalty: 3788.031982
	Iteration 77Q: 3 clusters Score -1.470773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 104051 members 
Entering Unmasked Estep 
Score: -14707731.000000 Penalty: 3788.031982
	Iteration 78Q: 3 clusters Score -1.470773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 104060 members 
Entering Unmasked Estep 
Score: -14707726.000000 Penalty: 3788.031982
	Iteration 79Q: 3 clusters Score -1.470773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -14707729.000000 Penalty: 3788.031982
	Iteration 80F: 3 clusters Score -1.470773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 104071 members 
Entering Unmasked Estep 
Score: -14707728.000000 Penalty: 3788.031982
	Iteration 81Q: 3 clusters Score -1.470773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -14707724.000000 Penalty: 3788.031982
	Iteration 82Q: 3 clusters Score -1.470772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 104089 members 
Entering Unmasked Estep 
Score: -14707722.000000 Penalty: 3788.031982
	Iteration 83Q: 3 clusters Score -1.470772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 104102 members 
Entering Unmasked Estep 
Score: -14707720.000000 Penalty: 3788.031982
	Iteration 84Q: 3 clusters Score -1.470772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -14707730.000000 Penalty: 3788.031982
	Iteration 85Q: 3 clusters Score -1.470773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -14707729.000000 Penalty: 3788.031982
	Iteration 86Q: 3 clusters Score -1.470773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
Score: -14707722.000000 Penalty: 3788.031982
	Iteration 87Q: 3 clusters Score -1.470772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -14707732.000000 Penalty: 3788.031982
	Iteration 88Q: 3 clusters Score -1.470773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -14707733.000000 Penalty: 3788.031982
	Iteration 89Q: 3 clusters Score -1.470773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -14707750.000000 Penalty: 3788.031982
	Iteration 90Q: 3 clusters Score -1.470775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 104207 members 
Entering Unmasked Estep 
Score: -14707749.000000 Penalty: 3788.031982
	Iteration 91Q: 3 clusters Score -1.470775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -14707747.000000 Penalty: 3788.031982
	Iteration 92Q: 3 clusters Score -1.470775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 104231 members 
Entering Unmasked Estep 
Score: -14707747.000000 Penalty: 3788.031982
	Iteration 93Q: 3 clusters Score -1.470775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -14707765.000000 Penalty: 3788.031982
	Iteration 94Q: 3 clusters Score -1.470776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -14707759.000000 Penalty: 3788.031982
	Iteration 95Q: 3 clusters Score -1.470776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 104243 members 
Entering Unmasked Estep 
Score: -14707777.000000 Penalty: 3788.031982
	Iteration 96Q: 3 clusters Score -1.470778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -14707768.000000 Penalty: 3788.031982
	Iteration 97Q: 3 clusters Score -1.470777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -14707774.000000 Penalty: 3788.031982
	Iteration 98Q: 3 clusters Score -1.470777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -14707770.000000 Penalty: 3788.031982
	Iteration 99Q: 3 clusters Score -1.470777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 104273 members 
Entering Unmasked Estep 
Score: -14707768.000000 Penalty: 3788.031982
	Iteration 100F: 3 clusters Score -1.470777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -14707763.000000 Penalty: 3788.031982
	Iteration 101Q: 3 clusters Score -1.470776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -14707769.000000 Penalty: 3788.031982
	Iteration 102Q: 3 clusters Score -1.470777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -14707765.000000 Penalty: 3788.031982
	Iteration 103Q: 3 clusters Score -1.470776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -14707751.000000 Penalty: 3788.031982
	Iteration 104Q: 3 clusters Score -1.470775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 104337 members 
Entering Unmasked Estep 
Score: -14707769.000000 Penalty: 3788.031982
	Iteration 105Q: 3 clusters Score -1.470777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 104348 members 
Entering Unmasked Estep 
Score: -14707771.000000 Penalty: 3788.031982
	Iteration 106Q: 3 clusters Score -1.470777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -14707770.000000 Penalty: 3788.031982
	Iteration 107Q: 3 clusters Score -1.470777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 104359 members 
Entering Unmasked Estep 
Score: -14707776.000000 Penalty: 3788.031982
	Iteration 108Q: 3 clusters Score -1.470778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -14707780.000000 Penalty: 3788.031982
	Iteration 109Q: 3 clusters Score -1.470778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 104376 members 
Entering Unmasked Estep 
Score: -14707779.000000 Penalty: 3788.031982
	Iteration 110Q: 3 clusters Score -1.470778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -14707780.000000 Penalty: 3788.031982
	Iteration 111Q: 3 clusters Score -1.470778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 104396 members 
Entering Unmasked Estep 
Score: -14707792.000000 Penalty: 3788.031982
	Iteration 112Q: 3 clusters Score -1.470779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -14707781.000000 Penalty: 3788.031982
	Iteration 113Q: 3 clusters Score -1.470778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 104415 members 
Entering Unmasked Estep 
Score: -14707797.000000 Penalty: 3788.031982
	Iteration 114Q: 3 clusters Score -1.47078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -14707791.000000 Penalty: 3788.031982
	Iteration 115Q: 3 clusters Score -1.470779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -14707789.000000 Penalty: 3788.031982
	Iteration 116Q: 3 clusters Score -1.470779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -14707791.000000 Penalty: 3788.031982
	Iteration 117Q: 3 clusters Score -1.470779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -14707797.000000 Penalty: 3788.031982
	Iteration 118Q: 3 clusters Score -1.47078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -14707806.000000 Penalty: 3788.031982
	Iteration 119Q: 3 clusters Score -1.470781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -14707817.000000 Penalty: 3788.031982
	Iteration 120F: 3 clusters Score -1.470782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 104453 members 
Entering Unmasked Estep 
Score: -14707810.000000 Penalty: 3788.031982
	Iteration 121Q: 3 clusters Score -1.470781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -14707818.000000 Penalty: 3788.031982
	Iteration 122Q: 3 clusters Score -1.470782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -14707814.000000 Penalty: 3788.031982
	Iteration 123Q: 3 clusters Score -1.470781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -14707824.000000 Penalty: 3788.031982
	Iteration 124Q: 3 clusters Score -1.470782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -14707828.000000 Penalty: 3788.031982
	Iteration 125Q: 3 clusters Score -1.470783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -14707844.000000 Penalty: 3788.031982
	Iteration 126Q: 3 clusters Score -1.470784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 104494 members 
Entering Unmasked Estep 
Score: -14707838.000000 Penalty: 3788.031982
	Iteration 127Q: 3 clusters Score -1.470784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 104501 members 
Entering Unmasked Estep 
Score: -14707845.000000 Penalty: 3788.031982
	Iteration 128Q: 3 clusters Score -1.470784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -14707835.000000 Penalty: 3788.031982
	Iteration 129Q: 3 clusters Score -1.470784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -14707836.000000 Penalty: 3788.031982
	Iteration 130Q: 3 clusters Score -1.470784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 104516 members 
Entering Unmasked Estep 
Score: -14707842.000000 Penalty: 3788.031982
	Iteration 131Q: 3 clusters Score -1.470784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -14707852.000000 Penalty: 3788.031982
	Iteration 132Q: 3 clusters Score -1.470785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -14707855.000000 Penalty: 3788.031982
	Iteration 133Q: 3 clusters Score -1.470786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -14707849.000000 Penalty: 3788.031982
	Iteration 134Q: 3 clusters Score -1.470785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -14707849.000000 Penalty: 3788.031982
	Iteration 135Q: 3 clusters Score -1.470785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -14707844.000000 Penalty: 3788.031982
	Iteration 136Q: 3 clusters Score -1.470784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 104548 members 
Entering Unmasked Estep 
Score: -14707835.000000 Penalty: 3788.031982
	Iteration 137Q: 3 clusters Score -1.470784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -14707837.000000 Penalty: 3788.031982
	Iteration 138Q: 3 clusters Score -1.470784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -14707838.000000 Penalty: 3788.031982
	Iteration 139Q: 3 clusters Score -1.470784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -14707838.000000 Penalty: 3788.031982
	Iteration 140F: 3 clusters Score -1.470784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -14707838.000000 Penalty: 3788.031982
	Iteration 141Q: 3 clusters Score -1.470784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -14707838.000000 Penalty: 3788.031982
	Iteration 142F: 3 clusters Score -1.470784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -21382.933594 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -21382.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20719.179688 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -20719.18 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21174.910156 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -21174.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21320.550781 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -21320.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21354.314453 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -21354.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21364.966797 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -21364.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21369.287109 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -21369.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21369.287109 Penalty: 1881.737183
	Iteration 6F: 3 clusters Score -21369.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Entering Unmasked Estep 
Score: -2143383.500000 Penalty: 1579.760986
	Iteration 0F: 2 clusters Score -2143384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2131938.250000 Penalty: 3159.521973
	Iteration 0F: 3 clusters Score -2131938 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2136002.000000 Penalty: 3159.521973
	Iteration 1F: 3 clusters Score -2136002 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2136451.250000 Penalty: 3159.521973
	Iteration 2F: 3 clusters Score -2136451 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2136897.000000 Penalty: 3159.521973
	Iteration 3F: 3 clusters Score -2136897 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2137426.250000 Penalty: 3159.521973
	Iteration 4F: 3 clusters Score -2137426 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2138118.750000 Penalty: 3159.521973
	Iteration 5F: 3 clusters Score -2138119 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2139171.750000 Penalty: 3159.521973
	Iteration 6F: 3 clusters Score -2139172 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2140425.250000 Penalty: 3159.521973
	Iteration 7F: 3 clusters Score -2140425 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2141255.000000 Penalty: 3159.521973
	Iteration 8F: 3 clusters Score -2141255 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2141586.250000 Penalty: 3159.521973
	Iteration 9Q: 3 clusters Score -2141586 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2141703.500000 Penalty: 3159.521973
	Iteration 10Q: 3 clusters Score -2141704 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2141772.500000 Penalty: 3159.521973
	Iteration 11Q: 3 clusters Score -2141772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2141810.750000 Penalty: 3159.521973
	Iteration 12Q: 3 clusters Score -2141811 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2141848.500000 Penalty: 3159.521973
	Iteration 13Q: 3 clusters Score -2141848 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2141867.500000 Penalty: 3159.521973
	Iteration 14Q: 3 clusters Score -2141868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2141886.250000 Penalty: 3159.521973
	Iteration 15Q: 3 clusters Score -2141886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2141914.000000 Penalty: 3159.521973
	Iteration 16Q: 3 clusters Score -2141914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2141933.250000 Penalty: 3159.521973
	Iteration 17Q: 3 clusters Score -2141933 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2141956.500000 Penalty: 3159.521973
	Iteration 18Q: 3 clusters Score -2141956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2141970.750000 Penalty: 3159.521973
	Iteration 19Q: 3 clusters Score -2141971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2141995.000000 Penalty: 3159.521973
	Iteration 20F: 3 clusters Score -2141995 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2142014.250000 Penalty: 3159.521973
	Iteration 21Q: 3 clusters Score -2142014 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2142032.500000 Penalty: 3159.521973
	Iteration 22Q: 3 clusters Score -2142032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2142048.000000 Penalty: 3159.521973
	Iteration 23Q: 3 clusters Score -2142048 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2142072.750000 Penalty: 3159.521973
	Iteration 24Q: 3 clusters Score -2142073 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2142095.750000 Penalty: 3159.521973
	Iteration 25Q: 3 clusters Score -2142096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2142117.250000 Penalty: 3159.521973
	Iteration 26Q: 3 clusters Score -2142117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2142127.500000 Penalty: 3159.521973
	Iteration 27Q: 3 clusters Score -2142128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2142135.250000 Penalty: 3159.521973
	Iteration 28Q: 3 clusters Score -2142135 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2142147.500000 Penalty: 3159.521973
	Iteration 29Q: 3 clusters Score -2142148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2142164.250000 Penalty: 3159.521973
	Iteration 30Q: 3 clusters Score -2142164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2142177.000000 Penalty: 3159.521973
	Iteration 31Q: 3 clusters Score -2142177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2142186.250000 Penalty: 3159.521973
	Iteration 32Q: 3 clusters Score -2142186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2142207.000000 Penalty: 3159.521973
	Iteration 33Q: 3 clusters Score -2142207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2142216.500000 Penalty: 3159.521973
	Iteration 34Q: 3 clusters Score -2142216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2142224.500000 Penalty: 3159.521973
	Iteration 35Q: 3 clusters Score -2142224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2142227.000000 Penalty: 3159.521973
	Iteration 36Q: 3 clusters Score -2142227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2142239.750000 Penalty: 3159.521973
	Iteration 37Q: 3 clusters Score -2142240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2142243.750000 Penalty: 3159.521973
	Iteration 38Q: 3 clusters Score -2142244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2142247.000000 Penalty: 3159.521973
	Iteration 39Q: 3 clusters Score -2142247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2142254.000000 Penalty: 3159.521973
	Iteration 40F: 3 clusters Score -2142254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2142254.500000 Penalty: 3159.521973
	Iteration 41Q: 3 clusters Score -2142254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2142256.750000 Penalty: 3159.521973
	Iteration 42Q: 3 clusters Score -2142257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2142260.250000 Penalty: 3159.521973
	Iteration 43Q: 3 clusters Score -2142260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2142263.000000 Penalty: 3159.521973
	Iteration 44Q: 3 clusters Score -2142263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2142261.750000 Penalty: 3159.521973
	Iteration 45Q: 3 clusters Score -2142262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2142270.250000 Penalty: 3159.521973
	Iteration 46Q: 3 clusters Score -2142270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2142268.750000 Penalty: 3159.521973
	Iteration 47Q: 3 clusters Score -2142269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2142276.250000 Penalty: 3159.521973
	Iteration 48Q: 3 clusters Score -2142276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2142276.250000 Penalty: 3159.521973
	Iteration 49Q: 3 clusters Score -2142276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2142279.750000 Penalty: 3159.521973
	Iteration 50Q: 3 clusters Score -2142280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2142279.750000 Penalty: 3159.521973
	Iteration 51Q: 3 clusters Score -2142280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2142285.000000 Penalty: 3159.521973
	Iteration 52Q: 3 clusters Score -2142285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2142282.750000 Penalty: 3159.521973
	Iteration 53Q: 3 clusters Score -2142283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2142281.250000 Penalty: 3159.521973
	Iteration 54Q: 3 clusters Score -2142281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2142286.250000 Penalty: 3159.521973
	Iteration 55Q: 3 clusters Score -2142286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2142288.000000 Penalty: 3159.521973
	Iteration 56Q: 3 clusters Score -2142288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2142291.250000 Penalty: 3159.521973
	Iteration 57Q: 3 clusters Score -2142291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2142295.500000 Penalty: 3159.521973
	Iteration 58Q: 3 clusters Score -2142296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2142297.250000 Penalty: 3159.521973
	Iteration 59Q: 3 clusters Score -2142297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2142294.500000 Penalty: 3159.521973
	Iteration 60F: 3 clusters Score -2142294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2142291.500000 Penalty: 3159.521973
	Iteration 61Q: 3 clusters Score -2142292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2142294.500000 Penalty: 3159.521973
	Iteration 62Q: 3 clusters Score -2142294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2142293.000000 Penalty: 3159.521973
	Iteration 63Q: 3 clusters Score -2142293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2142293.000000 Penalty: 3159.521973
	Iteration 64Q: 3 clusters Score -2142293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2142295.000000 Penalty: 3159.521973
	Iteration 65Q: 3 clusters Score -2142295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2142294.500000 Penalty: 3159.521973
	Iteration 66Q: 3 clusters Score -2142294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2142294.000000 Penalty: 3159.521973
	Iteration 67Q: 3 clusters Score -2142294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2142293.750000 Penalty: 3159.521973
	Iteration 68Q: 3 clusters Score -2142294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2142295.500000 Penalty: 3159.521973
	Iteration 69Q: 3 clusters Score -2142296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2142294.750000 Penalty: 3159.521973
	Iteration 70Q: 3 clusters Score -2142295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2142296.500000 Penalty: 3159.521973
	Iteration 71Q: 3 clusters Score -2142296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2142296.500000 Penalty: 3159.521973
	Iteration 72F: 3 clusters Score -2142296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -14874.169922 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -14874.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14353.880859 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -14353.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14655.468750 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -14655.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14777.315430 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -14777.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14902.521484 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -14902.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14951.210938 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -14951.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14951.210938 Penalty: 1817.070801
	Iteration 5F: 3 clusters Score -14951.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 16674 members 
Mstep: Class 4 contains 182 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 109198 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 119842 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 12 contains 86 members 
Mstep: Class 16 contains 98114 members 
Mstep: Class 19 contains 86281 members 
Mstep: Class 20 contains 6430 members 
Entering Unmasked Estep 
Score: -72793920.000000 Penalty: 32344.208984
Splitting cluster 4 changes total score from -72794720.000000 to -72793920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -415840.781250 Penalty: 1318.334473
	Iteration 0F: 2 clusters Score -415840.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -412923.062500 Penalty: 2636.668945
	Iteration 0F: 3 clusters Score -412923.1 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -413648.656250 Penalty: 2636.668945
	Iteration 1F: 3 clusters Score -413648.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -413783.343750 Penalty: 2636.668945
	Iteration 2F: 3 clusters Score -413783.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -413863.843750 Penalty: 2636.668945
	Iteration 3Q: 3 clusters Score -413863.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -413911.500000 Penalty: 2636.668945
	Iteration 4Q: 3 clusters Score -413911.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -413948.281250 Penalty: 2636.668945
	Iteration 5Q: 3 clusters Score -413948.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -413991.875000 Penalty: 2636.668945
	Iteration 6Q: 3 clusters Score -413991.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -414027.156250 Penalty: 2636.668945
	Iteration 7Q: 3 clusters Score -414027.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -414053.312500 Penalty: 2636.668945
	Iteration 8Q: 3 clusters Score -414053.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -414085.156250 Penalty: 2636.668945
	Iteration 9Q: 3 clusters Score -414085.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -414125.843750 Penalty: 2636.668945
	Iteration 10Q: 3 clusters Score -414125.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -414162.656250 Penalty: 2636.668945
	Iteration 11Q: 3 clusters Score -414162.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -414199.031250 Penalty: 2636.668945
	Iteration 12Q: 3 clusters Score -414199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -414232.468750 Penalty: 2636.668945
	Iteration 13Q: 3 clusters Score -414232.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -414263.625000 Penalty: 2636.668945
	Iteration 14Q: 3 clusters Score -414263.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -414293.843750 Penalty: 2636.668945
	Iteration 15Q: 3 clusters Score -414293.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -414326.250000 Penalty: 2636.668945
	Iteration 16Q: 3 clusters Score -414326.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -414359.250000 Penalty: 2636.668945
	Iteration 17Q: 3 clusters Score -414359.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -414390.062500 Penalty: 2636.668945
	Iteration 18Q: 3 clusters Score -414390.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -414430.625000 Penalty: 2636.668945
	Iteration 19Q: 3 clusters Score -414430.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -414465.812500 Penalty: 2636.668945
	Iteration 20F: 3 clusters Score -414465.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -414492.000000 Penalty: 2636.668945
	Iteration 21Q: 3 clusters Score -414492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -414517.656250 Penalty: 2636.668945
	Iteration 22Q: 3 clusters Score -414517.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -414539.562500 Penalty: 2636.668945
	Iteration 23Q: 3 clusters Score -414539.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -414558.156250 Penalty: 2636.668945
	Iteration 24Q: 3 clusters Score -414558.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -414569.781250 Penalty: 2636.668945
	Iteration 25Q: 3 clusters Score -414569.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -414576.968750 Penalty: 2636.668945
	Iteration 26Q: 3 clusters Score -414577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -414584.406250 Penalty: 2636.668945
	Iteration 27Q: 3 clusters Score -414584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -414589.593750 Penalty: 2636.668945
	Iteration 28Q: 3 clusters Score -414589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -414597.031250 Penalty: 2636.668945
	Iteration 29Q: 3 clusters Score -414597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -414605.812500 Penalty: 2636.668945
	Iteration 30Q: 3 clusters Score -414605.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -414614.531250 Penalty: 2636.668945
	Iteration 31Q: 3 clusters Score -414614.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -414624.343750 Penalty: 2636.668945
	Iteration 32Q: 3 clusters Score -414624.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -414632.812500 Penalty: 2636.668945
	Iteration 33Q: 3 clusters Score -414632.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -414637.812500 Penalty: 2636.668945
	Iteration 34Q: 3 clusters Score -414637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -414642.937500 Penalty: 2636.668945
	Iteration 35Q: 3 clusters Score -414642.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -414649.187500 Penalty: 2636.668945
	Iteration 36Q: 3 clusters Score -414649.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -414658.593750 Penalty: 2636.668945
	Iteration 37Q: 3 clusters Score -414658.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -414667.593750 Penalty: 2636.668945
	Iteration 38Q: 3 clusters Score -414667.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -414671.562500 Penalty: 2636.668945
	Iteration 39Q: 3 clusters Score -414671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -414675.906250 Penalty: 2636.668945
	Iteration 40F: 3 clusters Score -414675.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -414684.562500 Penalty: 2636.668945
	Iteration 41Q: 3 clusters Score -414684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -414690.593750 Penalty: 2636.668945
	Iteration 42Q: 3 clusters Score -414690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -414693.250000 Penalty: 2636.668945
	Iteration 43Q: 3 clusters Score -414693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -414695.125000 Penalty: 2636.668945
	Iteration 44Q: 3 clusters Score -414695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -414698.156250 Penalty: 2636.668945
	Iteration 45Q: 3 clusters Score -414698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -414701.468750 Penalty: 2636.668945
	Iteration 46Q: 3 clusters Score -414701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -414703.625000 Penalty: 2636.668945
	Iteration 47Q: 3 clusters Score -414703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -414705.625000 Penalty: 2636.668945
	Iteration 48Q: 3 clusters Score -414705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -414708.281250 Penalty: 2636.668945
	Iteration 49Q: 3 clusters Score -414708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -414712.093750 Penalty: 2636.668945
	Iteration 50Q: 3 clusters Score -414712.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -414713.125000 Penalty: 2636.668945
	Iteration 51Q: 3 clusters Score -414713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -414715.062500 Penalty: 2636.668945
	Iteration 52Q: 3 clusters Score -414715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -414717.156250 Penalty: 2636.668945
	Iteration 53Q: 3 clusters Score -414717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -414717.218750 Penalty: 2636.668945
	Iteration 54Q: 3 clusters Score -414717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -414718.312500 Penalty: 2636.668945
	Iteration 55Q: 3 clusters Score -414718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -414718.937500 Penalty: 2636.668945
	Iteration 56Q: 3 clusters Score -414718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -414722.468750 Penalty: 2636.668945
	Iteration 57Q: 3 clusters Score -414722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -414724.437500 Penalty: 2636.668945
	Iteration 58Q: 3 clusters Score -414724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -414725.593750 Penalty: 2636.668945
	Iteration 59Q: 3 clusters Score -414725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -414727.937500 Penalty: 2636.668945
	Iteration 60F: 3 clusters Score -414727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -414729.093750 Penalty: 2636.668945
	Iteration 61Q: 3 clusters Score -414729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -414731.000000 Penalty: 2636.668945
	Iteration 62Q: 3 clusters Score -414731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -414733.625000 Penalty: 2636.668945
	Iteration 63Q: 3 clusters Score -414733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -414734.718750 Penalty: 2636.668945
	Iteration 64Q: 3 clusters Score -414734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -414735.187500 Penalty: 2636.668945
	Iteration 65Q: 3 clusters Score -414735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -414736.250000 Penalty: 2636.668945
	Iteration 66Q: 3 clusters Score -414736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -414737.500000 Penalty: 2636.668945
	Iteration 67Q: 3 clusters Score -414737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -414737.500000 Penalty: 2636.668945
	Iteration 68F: 3 clusters Score -414737.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Entering Unmasked Estep 
Score: -14132728.000000 Penalty: 1885.149170
	Iteration 0F: 2 clusters Score -1.413273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -14067923.000000 Penalty: 3770.298340
	Iteration 0F: 3 clusters Score -1.406792e+07 nChanged 52603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -14098609.000000 Penalty: 3770.298340
	Iteration 1F: 3 clusters Score -1.409861e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -14099244.000000 Penalty: 3770.298340
	Iteration 2Q: 3 clusters Score -1.409924e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -14100154.000000 Penalty: 3770.298340
	Iteration 3Q: 3 clusters Score -1.410015e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -14101491.000000 Penalty: 3770.298340
	Iteration 4Q: 3 clusters Score -1.410149e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -14103853.000000 Penalty: 3770.298340
	Iteration 5Q: 3 clusters Score -1.410385e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -14107755.000000 Penalty: 3770.298340
	Iteration 6F: 3 clusters Score -1.410776e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -14113171.000000 Penalty: 3770.298340
	Iteration 7F: 3 clusters Score -1.411317e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -14118442.000000 Penalty: 3770.298340
	Iteration 8F: 3 clusters Score -1.411844e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -14121737.000000 Penalty: 3770.298340
	Iteration 9F: 3 clusters Score -1.412174e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -14123399.000000 Penalty: 3770.298340
	Iteration 10Q: 3 clusters Score -1.41234e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -14124075.000000 Penalty: 3770.298340
	Iteration 11Q: 3 clusters Score -1.412408e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -14124527.000000 Penalty: 3770.298340
	Iteration 12Q: 3 clusters Score -1.412453e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -14125028.000000 Penalty: 3770.298340
	Iteration 13Q: 3 clusters Score -1.412503e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -14125518.000000 Penalty: 3770.298340
	Iteration 14Q: 3 clusters Score -1.412552e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -14126046.000000 Penalty: 3770.298340
	Iteration 15Q: 3 clusters Score -1.412605e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -14126771.000000 Penalty: 3770.298340
	Iteration 16Q: 3 clusters Score -1.412677e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -14127623.000000 Penalty: 3770.298340
	Iteration 17Q: 3 clusters Score -1.412762e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -14128379.000000 Penalty: 3770.298340
	Iteration 18Q: 3 clusters Score -1.412838e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -14128828.000000 Penalty: 3770.298340
	Iteration 19Q: 3 clusters Score -1.412883e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -14129351.000000 Penalty: 3770.298340
	Iteration 20F: 3 clusters Score -1.412935e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -14129855.000000 Penalty: 3770.298340
	Iteration 21Q: 3 clusters Score -1.412986e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -14130197.000000 Penalty: 3770.298340
	Iteration 22Q: 3 clusters Score -1.41302e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107202 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -14130382.000000 Penalty: 3770.298340
	Iteration 23Q: 3 clusters Score -1.413038e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14130635.000000 Penalty: 3770.298340
	Iteration 24Q: 3 clusters Score -1.413064e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -14130836.000000 Penalty: 3770.298340
	Iteration 25Q: 3 clusters Score -1.413084e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108445 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14130974.000000 Penalty: 3770.298340
	Iteration 26Q: 3 clusters Score -1.413097e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14131076.000000 Penalty: 3770.298340
	Iteration 27Q: 3 clusters Score -1.413108e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14131122.000000 Penalty: 3770.298340
	Iteration 28Q: 3 clusters Score -1.413112e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -14131159.000000 Penalty: 3770.298340
	Iteration 29Q: 3 clusters Score -1.413116e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14131184.000000 Penalty: 3770.298340
	Iteration 30Q: 3 clusters Score -1.413118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -14131206.000000 Penalty: 3770.298340
	Iteration 31Q: 3 clusters Score -1.413121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14131193.000000 Penalty: 3770.298340
	Iteration 32Q: 3 clusters Score -1.413119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14131214.000000 Penalty: 3770.298340
	Iteration 33Q: 3 clusters Score -1.413121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14131211.000000 Penalty: 3770.298340
	Iteration 34Q: 3 clusters Score -1.413121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14131216.000000 Penalty: 3770.298340
	Iteration 35Q: 3 clusters Score -1.413122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108864 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14131230.000000 Penalty: 3770.298340
	Iteration 36Q: 3 clusters Score -1.413123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14131231.000000 Penalty: 3770.298340
	Iteration 37Q: 3 clusters Score -1.413123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14131225.000000 Penalty: 3770.298340
	Iteration 38Q: 3 clusters Score -1.413122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14131228.000000 Penalty: 3770.298340
	Iteration 39Q: 3 clusters Score -1.413123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14131229.000000 Penalty: 3770.298340
	Iteration 40F: 3 clusters Score -1.413123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108871 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14131235.000000 Penalty: 3770.298340
	Iteration 41Q: 3 clusters Score -1.413124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14131233.000000 Penalty: 3770.298340
	Iteration 42Q: 3 clusters Score -1.413123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14131233.000000 Penalty: 3770.298340
	Iteration 43Q: 3 clusters Score -1.413123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108874 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14131239.000000 Penalty: 3770.298340
	Iteration 44Q: 3 clusters Score -1.413124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108874 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14131239.000000 Penalty: 3770.298340
	Iteration 45F: 3 clusters Score -1.413124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -387410.812500 Penalty: 1295.861572
	Iteration 0F: 2 clusters Score -387410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -384744.875000 Penalty: 2591.723145
	Iteration 0F: 3 clusters Score -384744.9 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -385371.593750 Penalty: 2591.723145
	Iteration 1F: 3 clusters Score -385371.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -385559.375000 Penalty: 2591.723145
	Iteration 2F: 3 clusters Score -385559.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -385778.250000 Penalty: 2591.723145
	Iteration 3F: 3 clusters Score -385778.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -386013.000000 Penalty: 2591.723145
	Iteration 4F: 3 clusters Score -386013 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -386198.781250 Penalty: 2591.723145
	Iteration 5F: 3 clusters Score -386198.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -386358.031250 Penalty: 2591.723145
	Iteration 6Q: 3 clusters Score -386358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -386502.218750 Penalty: 2591.723145
	Iteration 7Q: 3 clusters Score -386502.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -386649.187500 Penalty: 2591.723145
	Iteration 8Q: 3 clusters Score -386649.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -386796.281250 Penalty: 2591.723145
	Iteration 9Q: 3 clusters Score -386796.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -386940.468750 Penalty: 2591.723145
	Iteration 10Q: 3 clusters Score -386940.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -387088.593750 Penalty: 2591.723145
	Iteration 11Q: 3 clusters Score -387088.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -387217.500000 Penalty: 2591.723145
	Iteration 12Q: 3 clusters Score -387217.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -387344.593750 Penalty: 2591.723145
	Iteration 13Q: 3 clusters Score -387344.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -387531.968750 Penalty: 2591.723145
	Iteration 14Q: 3 clusters Score -387532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -387861.531250 Penalty: 2591.723145
	Iteration 15Q: 3 clusters Score -387861.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -388508.062500 Penalty: 2591.723145
	Iteration 16Q: 3 clusters Score -388508.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -389566.781250 Penalty: 2591.723145
	Iteration 17Q: 3 clusters Score -389566.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -390993.875000 Penalty: 2591.723145
	Iteration 18Q: 3 clusters Score -390993.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -392390.250000 Penalty: 2591.723145
	Iteration 19Q: 3 clusters Score -392390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -392648.562500 Penalty: 2591.723145
	Iteration 20F: 3 clusters Score -392648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -392655.281250 Penalty: 2591.723145
	Iteration 21Q: 3 clusters Score -392655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -392655.281250 Penalty: 2591.723145
	Iteration 22F: 3 clusters Score -392655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 16674 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 109198 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 119842 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 16 contains 98114 members 
Mstep: Class 19 contains 86281 members 
Mstep: Class 20 contains 6430 members 
Entering Unmasked Estep 
Score: -72799536.000000 Penalty: 32344.208984
Splitting cluster 7 changes total score from -72794720.000000 to -72799536.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 8 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -73326.304688 Penalty: 1075.761963
	Iteration 0F: 2 clusters Score -73326.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72281.968750 Penalty: 2151.523926
	Iteration 0F: 3 clusters Score -72281.97 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73029.179688 Penalty: 2151.523926
	Iteration 1F: 3 clusters Score -73029.18 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73616.140625 Penalty: 2151.523926
	Iteration 2F: 3 clusters Score -73616.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73923.250000 Penalty: 2151.523926
	Iteration 3F: 3 clusters Score -73923.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74146.867188 Penalty: 2151.523926
	Iteration 4F: 3 clusters Score -74146.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74325.695312 Penalty: 2151.523926
	Iteration 5Q: 3 clusters Score -74325.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74453.328125 Penalty: 2151.523926
	Iteration 6Q: 3 clusters Score -74453.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74573.257812 Penalty: 2151.523926
	Iteration 7Q: 3 clusters Score -74573.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74620.546875 Penalty: 2151.523926
	Iteration 8Q: 3 clusters Score -74620.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74661.898438 Penalty: 2151.523926
	Iteration 9Q: 3 clusters Score -74661.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74695.085938 Penalty: 2151.523926
	Iteration 10Q: 3 clusters Score -74695.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74702.437500 Penalty: 2151.523926
	Iteration 11Q: 3 clusters Score -74702.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74706.406250 Penalty: 2151.523926
	Iteration 12Q: 3 clusters Score -74706.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74706.406250 Penalty: 2151.523926
	Iteration 13F: 3 clusters Score -74706.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 16674 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 109198 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 119842 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 16 contains 98114 members 
Mstep: Class 19 contains 86281 members 
Mstep: Class 20 contains 6430 members 
Entering Unmasked Estep 
Score: -72799848.000000 Penalty: 34500.488281
Splitting cluster 8 changes total score from -72794720.000000 to -72799848.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 9 (119842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119842 members 
Entering Unmasked Estep 
Score: -15302679.000000 Penalty: 1900.263550
	Iteration 0F: 2 clusters Score -1.530268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -15232858.000000 Penalty: 3800.527100
	Iteration 0F: 3 clusters Score -1.523286e+07 nChanged 57789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -15266906.000000 Penalty: 3800.527100
	Iteration 1F: 3 clusters Score -1.526691e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -15267911.000000 Penalty: 3800.527100
	Iteration 2Q: 3 clusters Score -1.526791e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -15269289.000000 Penalty: 3800.527100
	Iteration 3Q: 3 clusters Score -1.526929e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -15271405.000000 Penalty: 3800.527100
	Iteration 4Q: 3 clusters Score -1.52714e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -15274910.000000 Penalty: 3800.527100
	Iteration 5F: 3 clusters Score -1.527491e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -15279881.000000 Penalty: 3800.527100
	Iteration 6F: 3 clusters Score -1.527988e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -15286230.000000 Penalty: 3800.527100
	Iteration 7F: 3 clusters Score -1.528623e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -15292612.000000 Penalty: 3800.527100
	Iteration 8F: 3 clusters Score -1.529261e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -15297789.000000 Penalty: 3800.527100
	Iteration 9F: 3 clusters Score -1.529779e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -15301202.000000 Penalty: 3800.527100
	Iteration 10Q: 3 clusters Score -1.53012e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -15303179.000000 Penalty: 3800.527100
	Iteration 11Q: 3 clusters Score -1.530318e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -15304029.000000 Penalty: 3800.527100
	Iteration 12Q: 3 clusters Score -1.530403e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 104506 members 
Entering Unmasked Estep 
Score: -15304651.000000 Penalty: 3800.527100
	Iteration 13Q: 3 clusters Score -1.530465e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 106545 members 
Entering Unmasked Estep 
Score: -15305245.000000 Penalty: 3800.527100
	Iteration 14Q: 3 clusters Score -1.530524e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 108520 members 
Entering Unmasked Estep 
Score: -15305556.000000 Penalty: 3800.527100
	Iteration 15Q: 3 clusters Score -1.530556e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -15305700.000000 Penalty: 3800.527100
	Iteration 16Q: 3 clusters Score -1.53057e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 112228 members 
Entering Unmasked Estep 
Score: -15305399.000000 Penalty: 3800.527100
	Iteration 17Q: 3 clusters Score -1.53054e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 113865 members 
Entering Unmasked Estep 
Score: -15304808.000000 Penalty: 3800.527100
	Iteration 18Q: 3 clusters Score -1.530481e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -15304228.000000 Penalty: 3800.527100
	Iteration 19Q: 3 clusters Score -1.530423e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 116459 members 
Entering Unmasked Estep 
Score: -15303738.000000 Penalty: 3800.527100
	Iteration 20F: 3 clusters Score -1.530374e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -15303299.000000 Penalty: 3800.527100
	Iteration 21Q: 3 clusters Score -1.53033e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 117975 members 
Entering Unmasked Estep 
Score: -15302884.000000 Penalty: 3800.527100
	Iteration 22Q: 3 clusters Score -1.530288e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 118401 members 
Entering Unmasked Estep 
Score: -15302589.000000 Penalty: 3800.527100
	Iteration 23Q: 3 clusters Score -1.530259e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -15302441.000000 Penalty: 3800.527100
	Iteration 24Q: 3 clusters Score -1.530244e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 118856 members 
Entering Unmasked Estep 
Score: -15302315.000000 Penalty: 3800.527100
	Iteration 25Q: 3 clusters Score -1.530232e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 118961 members 
Entering Unmasked Estep 
Score: -15302250.000000 Penalty: 3800.527100
	Iteration 26Q: 3 clusters Score -1.530225e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -15302230.000000 Penalty: 3800.527100
	Iteration 27Q: 3 clusters Score -1.530223e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 119058 members 
Entering Unmasked Estep 
Score: -15302201.000000 Penalty: 3800.527100
	Iteration 28Q: 3 clusters Score -1.53022e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 119089 members 
Entering Unmasked Estep 
Score: -15302180.000000 Penalty: 3800.527100
	Iteration 29Q: 3 clusters Score -1.530218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 119106 members 
Entering Unmasked Estep 
Score: -15302164.000000 Penalty: 3800.527100
	Iteration 30Q: 3 clusters Score -1.530216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 119120 members 
Entering Unmasked Estep 
Score: -15302140.000000 Penalty: 3800.527100
	Iteration 31Q: 3 clusters Score -1.530214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 119134 members 
Entering Unmasked Estep 
Score: -15302148.000000 Penalty: 3800.527100
	Iteration 32Q: 3 clusters Score -1.530215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 119142 members 
Entering Unmasked Estep 
Score: -15302151.000000 Penalty: 3800.527100
	Iteration 33Q: 3 clusters Score -1.530215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 119148 members 
Entering Unmasked Estep 
Score: -15302157.000000 Penalty: 3800.527100
	Iteration 34Q: 3 clusters Score -1.530216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -15302149.000000 Penalty: 3800.527100
	Iteration 35Q: 3 clusters Score -1.530215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -15302147.000000 Penalty: 3800.527100
	Iteration 36Q: 3 clusters Score -1.530215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -15302145.000000 Penalty: 3800.527100
	Iteration 37Q: 3 clusters Score -1.530214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -15302147.000000 Penalty: 3800.527100
	Iteration 38Q: 3 clusters Score -1.530215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -15302141.000000 Penalty: 3800.527100
	Iteration 39Q: 3 clusters Score -1.530214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -15302146.000000 Penalty: 3800.527100
	Iteration 40F: 3 clusters Score -1.530215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 119168 members 
Entering Unmasked Estep 
Score: -15302142.000000 Penalty: 3800.527100
	Iteration 41Q: 3 clusters Score -1.530214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 119170 members 
Entering Unmasked Estep 
Score: -15302146.000000 Penalty: 3800.527100
	Iteration 42Q: 3 clusters Score -1.530215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 119172 members 
Entering Unmasked Estep 
Score: -15302135.000000 Penalty: 3800.527100
	Iteration 43Q: 3 clusters Score -1.530214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 119173 members 
Entering Unmasked Estep 
Score: -15302146.000000 Penalty: 3800.527100
	Iteration 44Q: 3 clusters Score -1.530215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 119175 members 
Entering Unmasked Estep 
Score: -15302148.000000 Penalty: 3800.527100
	Iteration 45Q: 3 clusters Score -1.530215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 119177 members 
Entering Unmasked Estep 
Score: -15302145.000000 Penalty: 3800.527100
	Iteration 46Q: 3 clusters Score -1.530214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 119180 members 
Entering Unmasked Estep 
Score: -15302150.000000 Penalty: 3800.527100
	Iteration 47Q: 3 clusters Score -1.530215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 119182 members 
Entering Unmasked Estep 
Score: -15302144.000000 Penalty: 3800.527100
	Iteration 48Q: 3 clusters Score -1.530214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 119182 members 
Entering Unmasked Estep 
Score: -15302145.000000 Penalty: 3800.527100
	Iteration 49Q: 3 clusters Score -1.530214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 119183 members 
Entering Unmasked Estep 
Score: -15302146.000000 Penalty: 3800.527100
	Iteration 50Q: 3 clusters Score -1.530215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 119188 members 
Entering Unmasked Estep 
Score: -15302146.000000 Penalty: 3800.527100
	Iteration 51Q: 3 clusters Score -1.530215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 119192 members 
Entering Unmasked Estep 
Score: -15302145.000000 Penalty: 3800.527100
	Iteration 52Q: 3 clusters Score -1.530214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 119200 members 
Entering Unmasked Estep 
Score: -15302131.000000 Penalty: 3800.527100
	Iteration 53Q: 3 clusters Score -1.530213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -15302128.000000 Penalty: 3800.527100
	Iteration 54Q: 3 clusters Score -1.530213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -15302115.000000 Penalty: 3800.527100
	Iteration 55Q: 3 clusters Score -1.530212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 119213 members 
Entering Unmasked Estep 
Score: -15302118.000000 Penalty: 3800.527100
	Iteration 56Q: 3 clusters Score -1.530212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 119213 members 
Entering Unmasked Estep 
Score: -15302114.000000 Penalty: 3800.527100
	Iteration 57Q: 3 clusters Score -1.530211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 119214 members 
Entering Unmasked Estep 
Score: -15302116.000000 Penalty: 3800.527100
	Iteration 58Q: 3 clusters Score -1.530212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -15302118.000000 Penalty: 3800.527100
	Iteration 59Q: 3 clusters Score -1.530212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -15302118.000000 Penalty: 3800.527100
	Iteration 60F: 3 clusters Score -1.530212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Entering Unmasked Estep 
Score: -2387445.000000 Penalty: 1600.141235
	Iteration 0F: 2 clusters Score -2387445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2374539.000000 Penalty: 3200.282471
	Iteration 0F: 3 clusters Score -2374539 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2379170.250000 Penalty: 3200.282471
	Iteration 1F: 3 clusters Score -2379170 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2379571.750000 Penalty: 3200.282471
	Iteration 2F: 3 clusters Score -2379572 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2379915.750000 Penalty: 3200.282471
	Iteration 3F: 3 clusters Score -2379916 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2380211.750000 Penalty: 3200.282471
	Iteration 4Q: 3 clusters Score -2380212 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2380497.250000 Penalty: 3200.282471
	Iteration 5Q: 3 clusters Score -2380497 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2380873.000000 Penalty: 3200.282471
	Iteration 6Q: 3 clusters Score -2380873 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2381381.000000 Penalty: 3200.282471
	Iteration 7Q: 3 clusters Score -2381381 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2382087.500000 Penalty: 3200.282471
	Iteration 8F: 3 clusters Score -2382088 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2382803.250000 Penalty: 3200.282471
	Iteration 9F: 3 clusters Score -2382803 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2383357.000000 Penalty: 3200.282471
	Iteration 10Q: 3 clusters Score -2383357 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2383698.750000 Penalty: 3200.282471
	Iteration 11Q: 3 clusters Score -2383699 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2383882.250000 Penalty: 3200.282471
	Iteration 12Q: 3 clusters Score -2383882 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2384019.000000 Penalty: 3200.282471
	Iteration 13Q: 3 clusters Score -2384019 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2384141.000000 Penalty: 3200.282471
	Iteration 14Q: 3 clusters Score -2384141 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2384253.000000 Penalty: 3200.282471
	Iteration 15Q: 3 clusters Score -2384253 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2384397.750000 Penalty: 3200.282471
	Iteration 16Q: 3 clusters Score -2384398 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2384519.500000 Penalty: 3200.282471
	Iteration 17Q: 3 clusters Score -2384520 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2384641.500000 Penalty: 3200.282471
	Iteration 18Q: 3 clusters Score -2384642 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2384768.000000 Penalty: 3200.282471
	Iteration 19Q: 3 clusters Score -2384768 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2384887.250000 Penalty: 3200.282471
	Iteration 20F: 3 clusters Score -2384887 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2385025.500000 Penalty: 3200.282471
	Iteration 21Q: 3 clusters Score -2385026 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2385182.750000 Penalty: 3200.282471
	Iteration 22Q: 3 clusters Score -2385183 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2385336.500000 Penalty: 3200.282471
	Iteration 23Q: 3 clusters Score -2385336 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2385472.250000 Penalty: 3200.282471
	Iteration 24Q: 3 clusters Score -2385472 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2385593.250000 Penalty: 3200.282471
	Iteration 25Q: 3 clusters Score -2385593 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2385701.000000 Penalty: 3200.282471
	Iteration 26Q: 3 clusters Score -2385701 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2385769.250000 Penalty: 3200.282471
	Iteration 27Q: 3 clusters Score -2385769 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2385828.250000 Penalty: 3200.282471
	Iteration 28Q: 3 clusters Score -2385828 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2385880.500000 Penalty: 3200.282471
	Iteration 29Q: 3 clusters Score -2385880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2385906.500000 Penalty: 3200.282471
	Iteration 30Q: 3 clusters Score -2385906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2385931.750000 Penalty: 3200.282471
	Iteration 31Q: 3 clusters Score -2385932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2385952.000000 Penalty: 3200.282471
	Iteration 32Q: 3 clusters Score -2385952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2385966.250000 Penalty: 3200.282471
	Iteration 33Q: 3 clusters Score -2385966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2385971.250000 Penalty: 3200.282471
	Iteration 34Q: 3 clusters Score -2385971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2385976.500000 Penalty: 3200.282471
	Iteration 35Q: 3 clusters Score -2385976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2385983.750000 Penalty: 3200.282471
	Iteration 36Q: 3 clusters Score -2385984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2385993.750000 Penalty: 3200.282471
	Iteration 37Q: 3 clusters Score -2385994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2386000.750000 Penalty: 3200.282471
	Iteration 38Q: 3 clusters Score -2386001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2386009.250000 Penalty: 3200.282471
	Iteration 39Q: 3 clusters Score -2386009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2386017.500000 Penalty: 3200.282471
	Iteration 40F: 3 clusters Score -2386018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2386014.500000 Penalty: 3200.282471
	Iteration 41Q: 3 clusters Score -2386014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2386018.250000 Penalty: 3200.282471
	Iteration 42Q: 3 clusters Score -2386018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2386017.750000 Penalty: 3200.282471
	Iteration 43Q: 3 clusters Score -2386018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2386025.000000 Penalty: 3200.282471
	Iteration 44Q: 3 clusters Score -2386025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2386025.500000 Penalty: 3200.282471
	Iteration 45Q: 3 clusters Score -2386026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2386031.000000 Penalty: 3200.282471
	Iteration 46Q: 3 clusters Score -2386031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2386032.750000 Penalty: 3200.282471
	Iteration 47Q: 3 clusters Score -2386033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2386038.000000 Penalty: 3200.282471
	Iteration 48Q: 3 clusters Score -2386038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2386038.250000 Penalty: 3200.282471
	Iteration 49Q: 3 clusters Score -2386038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2386042.250000 Penalty: 3200.282471
	Iteration 50Q: 3 clusters Score -2386042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2386049.500000 Penalty: 3200.282471
	Iteration 51Q: 3 clusters Score -2386050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2386051.250000 Penalty: 3200.282471
	Iteration 52Q: 3 clusters Score -2386051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2386054.500000 Penalty: 3200.282471
	Iteration 53Q: 3 clusters Score -2386054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2386062.500000 Penalty: 3200.282471
	Iteration 54Q: 3 clusters Score -2386062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2386066.250000 Penalty: 3200.282471
	Iteration 55Q: 3 clusters Score -2386066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2386065.750000 Penalty: 3200.282471
	Iteration 56Q: 3 clusters Score -2386066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2386068.250000 Penalty: 3200.282471
	Iteration 57Q: 3 clusters Score -2386068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2386064.000000 Penalty: 3200.282471
	Iteration 58Q: 3 clusters Score -2386064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2386073.750000 Penalty: 3200.282471
	Iteration 59Q: 3 clusters Score -2386074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2386077.000000 Penalty: 3200.282471
	Iteration 60F: 3 clusters Score -2386077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2386079.000000 Penalty: 3200.282471
	Iteration 61Q: 3 clusters Score -2386079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2386079.500000 Penalty: 3200.282471
	Iteration 62Q: 3 clusters Score -2386080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2386078.250000 Penalty: 3200.282471
	Iteration 63Q: 3 clusters Score -2386078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2386077.250000 Penalty: 3200.282471
	Iteration 64Q: 3 clusters Score -2386077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2386079.500000 Penalty: 3200.282471
	Iteration 65Q: 3 clusters Score -2386080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2386080.750000 Penalty: 3200.282471
	Iteration 66Q: 3 clusters Score -2386081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2386084.000000 Penalty: 3200.282471
	Iteration 67Q: 3 clusters Score -2386084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2386083.750000 Penalty: 3200.282471
	Iteration 68Q: 3 clusters Score -2386084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2386089.000000 Penalty: 3200.282471
	Iteration 69Q: 3 clusters Score -2386089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2386086.500000 Penalty: 3200.282471
	Iteration 70Q: 3 clusters Score -2386086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2386090.750000 Penalty: 3200.282471
	Iteration 71Q: 3 clusters Score -2386091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2386092.750000 Penalty: 3200.282471
	Iteration 72Q: 3 clusters Score -2386093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2386093.750000 Penalty: 3200.282471
	Iteration 73Q: 3 clusters Score -2386094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2386092.500000 Penalty: 3200.282471
	Iteration 74Q: 3 clusters Score -2386092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2386092.250000 Penalty: 3200.282471
	Iteration 75Q: 3 clusters Score -2386092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2386097.750000 Penalty: 3200.282471
	Iteration 76Q: 3 clusters Score -2386098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2386098.750000 Penalty: 3200.282471
	Iteration 77Q: 3 clusters Score -2386099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2386100.500000 Penalty: 3200.282471
	Iteration 78Q: 3 clusters Score -2386100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2386103.750000 Penalty: 3200.282471
	Iteration 79Q: 3 clusters Score -2386104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2386107.000000 Penalty: 3200.282471
	Iteration 80F: 3 clusters Score -2386107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -69754.218750 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -69754.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68607.015625 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -68607.02 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68857.343750 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -68857.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69002.218750 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -69002.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69139.835938 Penalty: 2123.953369
	Iteration 3F: 3 clusters Score -69139.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69275.390625 Penalty: 2123.953369
	Iteration 4F: 3 clusters Score -69275.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -69464.992188 Penalty: 2123.953369
	Iteration 5F: 3 clusters Score -69464.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69707.992188 Penalty: 2123.953369
	Iteration 6F: 3 clusters Score -69707.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69827.843750 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -69827.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69886.320312 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -69886.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69912.062500 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -69912.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69922.500000 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -69922.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69930.578125 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -69930.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69940.289062 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -69940.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69942.539062 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -69942.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69948.546875 Penalty: 2123.953369
	Iteration 14Q: 3 clusters Score -69948.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69948.546875 Penalty: 2123.953369
	Iteration 15F: 3 clusters Score -69948.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 16674 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 109198 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 119842 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 16 contains 98114 members 
Mstep: Class 19 contains 86281 members 
Mstep: Class 20 contains 6430 members 
Entering Unmasked Estep 
Score: -72798992.000000 Penalty: 36656.769531
Splitting cluster 11 changes total score from -72794720.000000 to -72798992.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 16 (98114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Entering Unmasked Estep 
Score: -12425486.000000 Penalty: 1867.756348
	Iteration 0F: 2 clusters Score -1.242549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -12361003.000000 Penalty: 3735.512695
	Iteration 0F: 3 clusters Score -1.2361e+07 nChanged 46857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -12388815.000000 Penalty: 3735.512695
	Iteration 1F: 3 clusters Score -1.238882e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -12390054.000000 Penalty: 3735.512695
	Iteration 2Q: 3 clusters Score -1.239005e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -12391747.000000 Penalty: 3735.512695
	Iteration 3Q: 3 clusters Score -1.239175e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -12394517.000000 Penalty: 3735.512695
	Iteration 4F: 3 clusters Score -1.239452e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -12398714.000000 Penalty: 3735.512695
	Iteration 5F: 3 clusters Score -1.239871e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -12404120.000000 Penalty: 3735.512695
	Iteration 6F: 3 clusters Score -1.240412e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -12409893.000000 Penalty: 3735.512695
	Iteration 7F: 3 clusters Score -1.240989e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -12414721.000000 Penalty: 3735.512695
	Iteration 8F: 3 clusters Score -1.241472e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -12417977.000000 Penalty: 3735.512695
	Iteration 9Q: 3 clusters Score -1.241798e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -12419919.000000 Penalty: 3735.512695
	Iteration 10Q: 3 clusters Score -1.241992e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -12421117.000000 Penalty: 3735.512695
	Iteration 11Q: 3 clusters Score -1.242112e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -12421787.000000 Penalty: 3735.512695
	Iteration 12Q: 3 clusters Score -1.242179e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -12422286.000000 Penalty: 3735.512695
	Iteration 13Q: 3 clusters Score -1.242229e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -12422718.000000 Penalty: 3735.512695
	Iteration 14Q: 3 clusters Score -1.242272e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -12422967.000000 Penalty: 3735.512695
	Iteration 15Q: 3 clusters Score -1.242297e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -12423204.000000 Penalty: 3735.512695
	Iteration 16Q: 3 clusters Score -1.24232e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -12423322.000000 Penalty: 3735.512695
	Iteration 17Q: 3 clusters Score -1.242332e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -12423440.000000 Penalty: 3735.512695
	Iteration 18Q: 3 clusters Score -1.242344e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12423523.000000 Penalty: 3735.512695
	Iteration 19Q: 3 clusters Score -1.242352e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -12423599.000000 Penalty: 3735.512695
	Iteration 20F: 3 clusters Score -1.24236e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12423651.000000 Penalty: 3735.512695
	Iteration 21Q: 3 clusters Score -1.242365e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96992 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12423706.000000 Penalty: 3735.512695
	Iteration 22Q: 3 clusters Score -1.242371e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -12423742.000000 Penalty: 3735.512695
	Iteration 23Q: 3 clusters Score -1.242374e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12423782.000000 Penalty: 3735.512695
	Iteration 24Q: 3 clusters Score -1.242378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12423820.000000 Penalty: 3735.512695
	Iteration 25Q: 3 clusters Score -1.242382e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12423846.000000 Penalty: 3735.512695
	Iteration 26Q: 3 clusters Score -1.242385e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12423883.000000 Penalty: 3735.512695
	Iteration 27Q: 3 clusters Score -1.242388e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12423893.000000 Penalty: 3735.512695
	Iteration 28Q: 3 clusters Score -1.242389e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97349 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12423891.000000 Penalty: 3735.512695
	Iteration 29Q: 3 clusters Score -1.242389e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12423925.000000 Penalty: 3735.512695
	Iteration 30Q: 3 clusters Score -1.242392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -12423935.000000 Penalty: 3735.512695
	Iteration 31Q: 3 clusters Score -1.242394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12423950.000000 Penalty: 3735.512695
	Iteration 32Q: 3 clusters Score -1.242395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12423947.000000 Penalty: 3735.512695
	Iteration 33Q: 3 clusters Score -1.242395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97414 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12423972.000000 Penalty: 3735.512695
	Iteration 34Q: 3 clusters Score -1.242397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97420 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12423977.000000 Penalty: 3735.512695
	Iteration 35Q: 3 clusters Score -1.242398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12423982.000000 Penalty: 3735.512695
	Iteration 36Q: 3 clusters Score -1.242398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -12423978.000000 Penalty: 3735.512695
	Iteration 37Q: 3 clusters Score -1.242398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12423975.000000 Penalty: 3735.512695
	Iteration 38Q: 3 clusters Score -1.242398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12423975.000000 Penalty: 3735.512695
	Iteration 39Q: 3 clusters Score -1.242398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12423976.000000 Penalty: 3735.512695
	Iteration 40F: 3 clusters Score -1.242398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12423983.000000 Penalty: 3735.512695
	Iteration 41Q: 3 clusters Score -1.242398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97461 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12423986.000000 Penalty: 3735.512695
	Iteration 42Q: 3 clusters Score -1.242399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12423985.000000 Penalty: 3735.512695
	Iteration 43Q: 3 clusters Score -1.242398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97468 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12423981.000000 Penalty: 3735.512695
	Iteration 44Q: 3 clusters Score -1.242398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12423976.000000 Penalty: 3735.512695
	Iteration 45Q: 3 clusters Score -1.242398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12423976.000000 Penalty: 3735.512695
	Iteration 46F: 3 clusters Score -1.242398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Entering Unmasked Estep 
Score: -11026496.000000 Penalty: 1846.871826
	Iteration 0F: 2 clusters Score -1.10265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -10969537.000000 Penalty: 3693.743652
	Iteration 0F: 3 clusters Score -1.096954e+07 nChanged 41089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -10993619.000000 Penalty: 3693.743652
	Iteration 1F: 3 clusters Score -1.099362e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -10994580.000000 Penalty: 3693.743652
	Iteration 2Q: 3 clusters Score -1.099458e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -10995902.000000 Penalty: 3693.743652
	Iteration 3Q: 3 clusters Score -1.09959e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -10997872.000000 Penalty: 3693.743652
	Iteration 4Q: 3 clusters Score -1.099787e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -11000956.000000 Penalty: 3693.743652
	Iteration 5F: 3 clusters Score -1.100096e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -11005244.000000 Penalty: 3693.743652
	Iteration 6F: 3 clusters Score -1.100524e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -11010063.000000 Penalty: 3693.743652
	Iteration 7F: 3 clusters Score -1.101006e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -11014445.000000 Penalty: 3693.743652
	Iteration 8F: 3 clusters Score -1.101444e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -11017919.000000 Penalty: 3693.743652
	Iteration 9Q: 3 clusters Score -1.101792e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -11020254.000000 Penalty: 3693.743652
	Iteration 10Q: 3 clusters Score -1.102025e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -11021765.000000 Penalty: 3693.743652
	Iteration 11Q: 3 clusters Score -1.102176e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -11022777.000000 Penalty: 3693.743652
	Iteration 12Q: 3 clusters Score -1.102278e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -11023418.000000 Penalty: 3693.743652
	Iteration 13Q: 3 clusters Score -1.102342e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11023840.000000 Penalty: 3693.743652
	Iteration 14Q: 3 clusters Score -1.102384e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11024142.000000 Penalty: 3693.743652
	Iteration 15Q: 3 clusters Score -1.102414e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11024295.000000 Penalty: 3693.743652
	Iteration 16Q: 3 clusters Score -1.10243e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11024456.000000 Penalty: 3693.743652
	Iteration 17Q: 3 clusters Score -1.102446e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11024551.000000 Penalty: 3693.743652
	Iteration 18Q: 3 clusters Score -1.102455e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11024625.000000 Penalty: 3693.743652
	Iteration 19Q: 3 clusters Score -1.102462e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11024698.000000 Penalty: 3693.743652
	Iteration 20F: 3 clusters Score -1.10247e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11024740.000000 Penalty: 3693.743652
	Iteration 21Q: 3 clusters Score -1.102474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11024776.000000 Penalty: 3693.743652
	Iteration 22Q: 3 clusters Score -1.102478e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11024790.000000 Penalty: 3693.743652
	Iteration 23Q: 3 clusters Score -1.102479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11024809.000000 Penalty: 3693.743652
	Iteration 24Q: 3 clusters Score -1.102481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85807 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11024810.000000 Penalty: 3693.743652
	Iteration 25Q: 3 clusters Score -1.102481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11024822.000000 Penalty: 3693.743652
	Iteration 26Q: 3 clusters Score -1.102482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11024830.000000 Penalty: 3693.743652
	Iteration 27Q: 3 clusters Score -1.102483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11024830.000000 Penalty: 3693.743652
	Iteration 28Q: 3 clusters Score -1.102483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11024830.000000 Penalty: 3693.743652
	Iteration 29Q: 3 clusters Score -1.102483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11024831.000000 Penalty: 3693.743652
	Iteration 30Q: 3 clusters Score -1.102483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11024840.000000 Penalty: 3693.743652
	Iteration 31Q: 3 clusters Score -1.102484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11024841.000000 Penalty: 3693.743652
	Iteration 32Q: 3 clusters Score -1.102484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11024837.000000 Penalty: 3693.743652
	Iteration 33Q: 3 clusters Score -1.102484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11024850.000000 Penalty: 3693.743652
	Iteration 34Q: 3 clusters Score -1.102485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11024845.000000 Penalty: 3693.743652
	Iteration 35Q: 3 clusters Score -1.102484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11024850.000000 Penalty: 3693.743652
	Iteration 36Q: 3 clusters Score -1.102485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11024858.000000 Penalty: 3693.743652
	Iteration 37Q: 3 clusters Score -1.102486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11024854.000000 Penalty: 3693.743652
	Iteration 38Q: 3 clusters Score -1.102485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11024852.000000 Penalty: 3693.743652
	Iteration 39Q: 3 clusters Score -1.102485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11024864.000000 Penalty: 3693.743652
	Iteration 40F: 3 clusters Score -1.102486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11024866.000000 Penalty: 3693.743652
	Iteration 41Q: 3 clusters Score -1.102487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11024873.000000 Penalty: 3693.743652
	Iteration 42Q: 3 clusters Score -1.102487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11024880.000000 Penalty: 3693.743652
	Iteration 43Q: 3 clusters Score -1.102488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11024872.000000 Penalty: 3693.743652
	Iteration 44Q: 3 clusters Score -1.102487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11024871.000000 Penalty: 3693.743652
	Iteration 45Q: 3 clusters Score -1.102487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11024883.000000 Penalty: 3693.743652
	Iteration 46Q: 3 clusters Score -1.102488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11024884.000000 Penalty: 3693.743652
	Iteration 47Q: 3 clusters Score -1.102488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11024895.000000 Penalty: 3693.743652
	Iteration 48Q: 3 clusters Score -1.10249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11024900.000000 Penalty: 3693.743652
	Iteration 49Q: 3 clusters Score -1.10249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11024901.000000 Penalty: 3693.743652
	Iteration 50Q: 3 clusters Score -1.10249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11024901.000000 Penalty: 3693.743652
	Iteration 51F: 3 clusters Score -1.10249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -790625.375000 Penalty: 1424.918701
	Iteration 0F: 2 clusters Score -790625.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -785737.000000 Penalty: 2849.837402
	Iteration 0F: 3 clusters Score -785737 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -787220.562500 Penalty: 2849.837402
	Iteration 1F: 3 clusters Score -787220.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -787524.562500 Penalty: 2849.837402
	Iteration 2F: 3 clusters Score -787524.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -787798.125000 Penalty: 2849.837402
	Iteration 3F: 3 clusters Score -787798.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -788115.812500 Penalty: 2849.837402
	Iteration 4F: 3 clusters Score -788115.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -788420.187500 Penalty: 2849.837402
	Iteration 5F: 3 clusters Score -788420.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -788712.875000 Penalty: 2849.837402
	Iteration 6F: 3 clusters Score -788712.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -789004.312500 Penalty: 2849.837402
	Iteration 7F: 3 clusters Score -789004.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -789289.500000 Penalty: 2849.837402
	Iteration 8Q: 3 clusters Score -789289.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -789529.312500 Penalty: 2849.837402
	Iteration 9Q: 3 clusters Score -789529.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -789707.500000 Penalty: 2849.837402
	Iteration 10Q: 3 clusters Score -789707.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -789804.000000 Penalty: 2849.837402
	Iteration 11Q: 3 clusters Score -789804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -789853.625000 Penalty: 2849.837402
	Iteration 12Q: 3 clusters Score -789853.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -789879.125000 Penalty: 2849.837402
	Iteration 13Q: 3 clusters Score -789879.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -789900.312500 Penalty: 2849.837402
	Iteration 14Q: 3 clusters Score -789900.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -789915.812500 Penalty: 2849.837402
	Iteration 15Q: 3 clusters Score -789915.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -789924.250000 Penalty: 2849.837402
	Iteration 16Q: 3 clusters Score -789924.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -789929.812500 Penalty: 2849.837402
	Iteration 17Q: 3 clusters Score -789929.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -789931.875000 Penalty: 2849.837402
	Iteration 18Q: 3 clusters Score -789931.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -789933.937500 Penalty: 2849.837402
	Iteration 19Q: 3 clusters Score -789933.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -789938.937500 Penalty: 2849.837402
	Iteration 20F: 3 clusters Score -789938.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -789944.125000 Penalty: 2849.837402
	Iteration 21Q: 3 clusters Score -789944.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -789948.187500 Penalty: 2849.837402
	Iteration 22Q: 3 clusters Score -789948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -789952.187500 Penalty: 2849.837402
	Iteration 23Q: 3 clusters Score -789952.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -789955.187500 Penalty: 2849.837402
	Iteration 24Q: 3 clusters Score -789955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -789959.250000 Penalty: 2849.837402
	Iteration 25Q: 3 clusters Score -789959.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -789961.062500 Penalty: 2849.837402
	Iteration 26Q: 3 clusters Score -789961.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -789964.687500 Penalty: 2849.837402
	Iteration 27Q: 3 clusters Score -789964.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -789964.500000 Penalty: 2849.837402
	Iteration 28Q: 3 clusters Score -789964.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -789965.875000 Penalty: 2849.837402
	Iteration 29Q: 3 clusters Score -789965.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -789967.812500 Penalty: 2849.837402
	Iteration 30Q: 3 clusters Score -789967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -789968.312500 Penalty: 2849.837402
	Iteration 31Q: 3 clusters Score -789968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -789970.187500 Penalty: 2849.837402
	Iteration 32Q: 3 clusters Score -789970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -789969.562500 Penalty: 2849.837402
	Iteration 33Q: 3 clusters Score -789969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -789971.187500 Penalty: 2849.837402
	Iteration 34Q: 3 clusters Score -789971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -789970.000000 Penalty: 2849.837402
	Iteration 35Q: 3 clusters Score -789970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -789971.125000 Penalty: 2849.837402
	Iteration 36Q: 3 clusters Score -789971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -789970.562500 Penalty: 2849.837402
	Iteration 37Q: 3 clusters Score -789970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -789974.250000 Penalty: 2849.837402
	Iteration 38Q: 3 clusters Score -789974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -789973.437500 Penalty: 2849.837402
	Iteration 39Q: 3 clusters Score -789973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -789973.312500 Penalty: 2849.837402
	Iteration 40F: 3 clusters Score -789973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -789973.187500 Penalty: 2849.837402
	Iteration 41Q: 3 clusters Score -789973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -789972.312500 Penalty: 2849.837402
	Iteration 42Q: 3 clusters Score -789972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -789972.875000 Penalty: 2849.837402
	Iteration 43Q: 3 clusters Score -789972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -789973.437500 Penalty: 2849.837402
	Iteration 44Q: 3 clusters Score -789973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -789974.312500 Penalty: 2849.837402
	Iteration 45Q: 3 clusters Score -789974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -789974.562500 Penalty: 2849.837402
	Iteration 46Q: 3 clusters Score -789974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -789974.562500 Penalty: 2849.837402
	Iteration 47F: 3 clusters Score -789974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 16674 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 109198 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 119842 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 16 contains 98114 members 
Mstep: Class 19 contains 86281 members 
Mstep: Class 20 contains 6430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799496.000000 Penalty: 36656.769531
Iteration 79Q: 18 clusters Score -7.27995e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 16470 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 109194 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 119550 members 
Mstep: Class 10 contains 19029 members 
Mstep: Class 11 contains 491 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 16 contains 98161 members 
Mstep: Class 19 contains 86680 members 
Mstep: Class 20 contains 6400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800728.000000 Penalty: 36656.769531
Iteration 80F: 18 clusters Score -7.280073e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 316 members 
Mstep: Class 3 contains 16266 members 
Mstep: Class 4 contains 255 members 
Mstep: Class 5 contains 3350 members 
Mstep: Class 6 contains 109200 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 411 members 
Mstep: Class 9 contains 119348 members 
Mstep: Class 10 contains 19208 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 387 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 16 contains 98232 members 
Mstep: Class 19 contains 87017 members 
Mstep: Class 20 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801600.000000 Penalty: 36656.769531
Iteration 81Q: 18 clusters Score -7.28016e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 321 members 
Mstep: Class 3 contains 16034 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 3359 members 
Mstep: Class 6 contains 109193 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 119154 members 
Mstep: Class 10 contains 19395 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 396 members 
Mstep: Class 14 contains 277 members 
Mstep: Class 16 contains 98315 members 
Mstep: Class 19 contains 87322 members 
Mstep: Class 20 contains 6240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801888.000000 Penalty: 36656.769531
Iteration 82Q: 18 clusters Score -7.280189e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 114798 members 
Mstep: Class 2 contains 323 members 
Mstep: Class 3 contains 15819 members 
Mstep: Class 4 contains 232 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 109182 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 119011 members 
Mstep: Class 10 contains 19591 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 16 contains 98396 members 
Mstep: Class 19 contains 87600 members 
Mstep: Class 20 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802128.000000 Penalty: 36656.769531
Iteration 83Q: 18 clusters Score -7.280213e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 15602 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 109181 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 118941 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 507 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 16 contains 98473 members 
Mstep: Class 19 contains 87842 members 
Mstep: Class 20 contains 6063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802360.000000 Penalty: 36656.769531
Iteration 84Q: 18 clusters Score -7.280236e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 325 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 109161 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 118858 members 
Mstep: Class 10 contains 19938 members 
Mstep: Class 11 contains 508 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 16 contains 98536 members 
Mstep: Class 19 contains 88078 members 
Mstep: Class 20 contains 5984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802440.000000 Penalty: 36656.769531
Iteration 85Q: 18 clusters Score -7.280244e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 109148 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 118847 members 
Mstep: Class 10 contains 20075 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 16 contains 98602 members 
Mstep: Class 19 contains 88232 members 
Mstep: Class 20 contains 5915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802920.000000 Penalty: 36656.769531
Iteration 86Q: 18 clusters Score -7.280292e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 114154 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 109125 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 118886 members 
Mstep: Class 10 contains 20182 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 16 contains 98651 members 
Mstep: Class 19 contains 88352 members 
Mstep: Class 20 contains 5851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803096.000000 Penalty: 36656.769531
Iteration 87Q: 18 clusters Score -7.28031e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 14964 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3350 members 
Mstep: Class 6 contains 109096 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 118927 members 
Mstep: Class 10 contains 20283 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 16 contains 98668 members 
Mstep: Class 19 contains 88458 members 
Mstep: Class 20 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803368.000000 Penalty: 36656.769531
Iteration 88Q: 18 clusters Score -7.280337e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113961 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 14837 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 109074 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 118941 members 
Mstep: Class 10 contains 20355 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 16 contains 98667 members 
Mstep: Class 19 contains 88584 members 
Mstep: Class 20 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803688.000000 Penalty: 36656.769531
Iteration 89Q: 18 clusters Score -7.280369e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113886 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3336 members 
Mstep: Class 6 contains 109051 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 118944 members 
Mstep: Class 10 contains 20415 members 
Mstep: Class 11 contains 508 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 16 contains 98677 members 
Mstep: Class 19 contains 88688 members 
Mstep: Class 20 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803728.000000 Penalty: 36656.769531
Iteration 90Q: 18 clusters Score -7.280373e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 14577 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3336 members 
Mstep: Class 6 contains 109023 members 
Mstep: Class 7 contains 3277 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118930 members 
Mstep: Class 10 contains 20449 members 
Mstep: Class 11 contains 507 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 98703 members 
Mstep: Class 19 contains 88771 members 
Mstep: Class 20 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803688.000000 Penalty: 36656.769531
Iteration 91Q: 18 clusters Score -7.280369e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 14461 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 109000 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118882 members 
Mstep: Class 10 contains 20482 members 
Mstep: Class 11 contains 507 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 98731 members 
Mstep: Class 19 contains 88855 members 
Mstep: Class 20 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803536.000000 Penalty: 36656.769531
Iteration 92Q: 18 clusters Score -7.280354e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113777 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 14350 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 108976 members 
Mstep: Class 7 contains 3502 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118853 members 
Mstep: Class 10 contains 20516 members 
Mstep: Class 11 contains 507 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 98769 members 
Mstep: Class 19 contains 88893 members 
Mstep: Class 20 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803712.000000 Penalty: 36656.769531
Iteration 93Q: 18 clusters Score -7.280371e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 14228 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3323 members 
Mstep: Class 6 contains 108963 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118826 members 
Mstep: Class 10 contains 20561 members 
Mstep: Class 11 contains 507 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 98817 members 
Mstep: Class 19 contains 88913 members 
Mstep: Class 20 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803664.000000 Penalty: 36656.769531
Iteration 94Q: 18 clusters Score -7.280366e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3322 members 
Mstep: Class 6 contains 108940 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118804 members 
Mstep: Class 10 contains 20614 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 98921 members 
Mstep: Class 19 contains 88897 members 
Mstep: Class 20 contains 5527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803624.000000 Penalty: 36656.769531
Iteration 95Q: 18 clusters Score -7.280362e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113639 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 108917 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118791 members 
Mstep: Class 10 contains 20686 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 99010 members 
Mstep: Class 19 contains 88898 members 
Mstep: Class 20 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803720.000000 Penalty: 36656.769531
Iteration 96Q: 18 clusters Score -7.280372e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 13926 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 6 contains 108888 members 
Mstep: Class 7 contains 3903 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118763 members 
Mstep: Class 10 contains 20746 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 99061 members 
Mstep: Class 19 contains 88920 members 
Mstep: Class 20 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803776.000000 Penalty: 36656.769531
Iteration 97Q: 18 clusters Score -7.280378e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113538 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 108858 members 
Mstep: Class 7 contains 4010 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118688 members 
Mstep: Class 10 contains 20809 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 99154 members 
Mstep: Class 19 contains 88938 members 
Mstep: Class 20 contains 5402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803736.000000 Penalty: 36656.769531
Iteration 98Q: 18 clusters Score -7.280374e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113488 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 13768 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3324 members 
Mstep: Class 6 contains 108821 members 
Mstep: Class 7 contains 4110 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118645 members 
Mstep: Class 10 contains 20853 members 
Mstep: Class 11 contains 505 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 99251 members 
Mstep: Class 19 contains 88940 members 
Mstep: Class 20 contains 5372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803688.000000 Penalty: 36656.769531
Iteration 99Q: 18 clusters Score -7.280369e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 13689 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 108792 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118593 members 
Mstep: Class 10 contains 20869 members 
Mstep: Class 11 contains 505 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 16 contains 99353 members 
Mstep: Class 19 contains 88947 members 
Mstep: Class 20 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803792.000000 Penalty: 36656.769531
Iteration 100F: 18 clusters Score -7.280379e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 113437 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 13617 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 108764 members 
Mstep: Class 7 contains 4310 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118522 members 
Mstep: Class 10 contains 20886 members 
Mstep: Class 11 contains 505 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 409 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 99476 members 
Mstep: Class 19 contains 88913 members 
Mstep: Class 20 contains 5336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803984.000000 Penalty: 36656.769531
Iteration 101Q: 18 clusters Score -7.280398e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 323 members 
Mstep: Class 3 contains 13534 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 108732 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 118466 members 
Mstep: Class 10 contains 20910 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 16 contains 99606 members 
Mstep: Class 19 contains 88863 members 
Mstep: Class 20 contains 5318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804144.000000 Penalty: 36656.769531
Iteration 102Q: 18 clusters Score -7.280414e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 325 members 
Mstep: Class 3 contains 13473 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 108714 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118419 members 
Mstep: Class 10 contains 20930 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 413 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 99680 members 
Mstep: Class 19 contains 88806 members 
Mstep: Class 20 contains 5300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804136.000000 Penalty: 36656.769531
Iteration 103Q: 18 clusters Score -7.280414e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113419 members 
Mstep: Class 2 contains 329 members 
Mstep: Class 3 contains 13422 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 108694 members 
Mstep: Class 7 contains 4600 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118388 members 
Mstep: Class 10 contains 20961 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 412 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 99782 members 
Mstep: Class 19 contains 88720 members 
Mstep: Class 20 contains 5277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804168.000000 Penalty: 36656.769531
Iteration 104Q: 18 clusters Score -7.280417e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113447 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 108680 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118368 members 
Mstep: Class 10 contains 20978 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 410 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 99871 members 
Mstep: Class 19 contains 88578 members 
Mstep: Class 20 contains 5263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804152.000000 Penalty: 36656.769531
Iteration 105Q: 18 clusters Score -7.280415e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13329 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 108675 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118373 members 
Mstep: Class 10 contains 20986 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 409 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 99981 members 
Mstep: Class 19 contains 88420 members 
Mstep: Class 20 contains 5250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804048.000000 Penalty: 36656.769531
Iteration 106Q: 18 clusters Score -7.280405e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113382 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13303 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 108657 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 118382 members 
Mstep: Class 10 contains 21006 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 407 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 100148 members 
Mstep: Class 19 contains 88293 members 
Mstep: Class 20 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804120.000000 Penalty: 36656.769531
Iteration 107Q: 18 clusters Score -7.280412e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113383 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13278 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3306 members 
Mstep: Class 6 contains 108640 members 
Mstep: Class 7 contains 4916 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118392 members 
Mstep: Class 10 contains 21037 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 406 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 100309 members 
Mstep: Class 19 contains 88096 members 
Mstep: Class 20 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804040.000000 Penalty: 36656.769531
Iteration 108Q: 18 clusters Score -7.280404e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13247 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 108616 members 
Mstep: Class 7 contains 4979 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118398 members 
Mstep: Class 10 contains 21065 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 100496 members 
Mstep: Class 19 contains 87893 members 
Mstep: Class 20 contains 5196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804000.000000 Penalty: 36656.769531
Iteration 109Q: 18 clusters Score -7.2804e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113358 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13223 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 108615 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118451 members 
Mstep: Class 10 contains 21105 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 100690 members 
Mstep: Class 19 contains 87610 members 
Mstep: Class 20 contains 5176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803928.000000 Penalty: 36656.769531
Iteration 110Q: 18 clusters Score -7.280393e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113294 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13194 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3299 members 
Mstep: Class 6 contains 108621 members 
Mstep: Class 7 contains 5101 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118515 members 
Mstep: Class 10 contains 21135 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 100928 members 
Mstep: Class 19 contains 87334 members 
Mstep: Class 20 contains 5150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803544.000000 Penalty: 36656.769531
Iteration 111Q: 18 clusters Score -7.280354e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 108628 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118556 members 
Mstep: Class 10 contains 21159 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 101171 members 
Mstep: Class 19 contains 87084 members 
Mstep: Class 20 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803064.000000 Penalty: 36656.769531
Iteration 112Q: 18 clusters Score -7.280306e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113158 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13129 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 108627 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118588 members 
Mstep: Class 10 contains 21192 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 101441 members 
Mstep: Class 19 contains 86792 members 
Mstep: Class 20 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802920.000000 Penalty: 36656.769531
Iteration 113Q: 18 clusters Score -7.280292e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113101 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13085 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3295 members 
Mstep: Class 6 contains 108632 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118625 members 
Mstep: Class 10 contains 21232 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 101716 members 
Mstep: Class 19 contains 86494 members 
Mstep: Class 20 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802584.000000 Penalty: 36656.769531
Iteration 114Q: 18 clusters Score -7.280258e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 108648 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118673 members 
Mstep: Class 10 contains 21278 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 102066 members 
Mstep: Class 19 contains 86121 members 
Mstep: Class 20 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802384.000000 Penalty: 36656.769531
Iteration 115Q: 18 clusters Score -7.280238e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13018 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 108664 members 
Mstep: Class 7 contains 5346 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118696 members 
Mstep: Class 10 contains 21333 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 102451 members 
Mstep: Class 19 contains 85772 members 
Mstep: Class 20 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802344.000000 Penalty: 36656.769531
Iteration 116Q: 18 clusters Score -7.280234e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 112863 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13011 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 108681 members 
Mstep: Class 7 contains 5390 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118686 members 
Mstep: Class 10 contains 21390 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 102829 members 
Mstep: Class 19 contains 85355 members 
Mstep: Class 20 contains 5085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802264.000000 Penalty: 36656.769531
Iteration 117Q: 18 clusters Score -7.280226e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 112762 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13008 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 108695 members 
Mstep: Class 7 contains 5434 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118728 members 
Mstep: Class 10 contains 21461 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 103234 members 
Mstep: Class 19 contains 84892 members 
Mstep: Class 20 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802168.000000 Penalty: 36656.769531
Iteration 118Q: 18 clusters Score -7.280217e+07 nChanged 2086
Entering ConstructFrom: 
Score: -72802168.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (112641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112641 members 
Entering Unmasked Estep 
Score: -14373816.000000 Penalty: 1890.193604
	Iteration 0F: 2 clusters Score -1.437382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -14302207.000000 Penalty: 3780.387207
	Iteration 0F: 3 clusters Score -1.430221e+07 nChanged 54048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -14334394.000000 Penalty: 3780.387207
	Iteration 1F: 3 clusters Score -1.433439e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -14335963.000000 Penalty: 3780.387207
	Iteration 2Q: 3 clusters Score -1.433596e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -14338209.000000 Penalty: 3780.387207
	Iteration 3Q: 3 clusters Score -1.433821e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -14341587.000000 Penalty: 3780.387207
	Iteration 4F: 3 clusters Score -1.434159e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -14346547.000000 Penalty: 3780.387207
	Iteration 5F: 3 clusters Score -1.434655e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -14352467.000000 Penalty: 3780.387207
	Iteration 6F: 3 clusters Score -1.435247e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -14357624.000000 Penalty: 3780.387207
	Iteration 7F: 3 clusters Score -1.435762e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -14360849.000000 Penalty: 3780.387207
	Iteration 8F: 3 clusters Score -1.436085e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -14361999.000000 Penalty: 3780.387207
	Iteration 9Q: 3 clusters Score -1.4362e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -14362270.000000 Penalty: 3780.387207
	Iteration 10Q: 3 clusters Score -1.436227e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -14362378.000000 Penalty: 3780.387207
	Iteration 11Q: 3 clusters Score -1.436238e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -14362508.000000 Penalty: 3780.387207
	Iteration 12Q: 3 clusters Score -1.436251e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -14362582.000000 Penalty: 3780.387207
	Iteration 13Q: 3 clusters Score -1.436258e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -14362689.000000 Penalty: 3780.387207
	Iteration 14Q: 3 clusters Score -1.436269e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -14362799.000000 Penalty: 3780.387207
	Iteration 15Q: 3 clusters Score -1.43628e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -14362905.000000 Penalty: 3780.387207
	Iteration 16Q: 3 clusters Score -1.43629e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -14363009.000000 Penalty: 3780.387207
	Iteration 17Q: 3 clusters Score -1.436301e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -14363038.000000 Penalty: 3780.387207
	Iteration 18Q: 3 clusters Score -1.436304e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -14363163.000000 Penalty: 3780.387207
	Iteration 19Q: 3 clusters Score -1.436316e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -14363239.000000 Penalty: 3780.387207
	Iteration 20F: 3 clusters Score -1.436324e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -14363298.000000 Penalty: 3780.387207
	Iteration 21Q: 3 clusters Score -1.43633e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -14363378.000000 Penalty: 3780.387207
	Iteration 22Q: 3 clusters Score -1.436338e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -14363457.000000 Penalty: 3780.387207
	Iteration 23Q: 3 clusters Score -1.436346e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -14363487.000000 Penalty: 3780.387207
	Iteration 24Q: 3 clusters Score -1.436349e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -14363515.000000 Penalty: 3780.387207
	Iteration 25Q: 3 clusters Score -1.436352e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -14363556.000000 Penalty: 3780.387207
	Iteration 26Q: 3 clusters Score -1.436356e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -14363657.000000 Penalty: 3780.387207
	Iteration 27Q: 3 clusters Score -1.436366e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -14363689.000000 Penalty: 3780.387207
	Iteration 28Q: 3 clusters Score -1.436369e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -14363718.000000 Penalty: 3780.387207
	Iteration 29Q: 3 clusters Score -1.436372e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -14363746.000000 Penalty: 3780.387207
	Iteration 30Q: 3 clusters Score -1.436375e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -14363762.000000 Penalty: 3780.387207
	Iteration 31Q: 3 clusters Score -1.436376e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -14363726.000000 Penalty: 3780.387207
	Iteration 32Q: 3 clusters Score -1.436373e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -14363798.000000 Penalty: 3780.387207
	Iteration 33Q: 3 clusters Score -1.43638e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -14363916.000000 Penalty: 3780.387207
	Iteration 34Q: 3 clusters Score -1.436392e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -14363986.000000 Penalty: 3780.387207
	Iteration 35Q: 3 clusters Score -1.436399e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -14364026.000000 Penalty: 3780.387207
	Iteration 36Q: 3 clusters Score -1.436403e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -14364085.000000 Penalty: 3780.387207
	Iteration 37Q: 3 clusters Score -1.436408e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -14364127.000000 Penalty: 3780.387207
	Iteration 38Q: 3 clusters Score -1.436413e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -14364257.000000 Penalty: 3780.387207
	Iteration 39Q: 3 clusters Score -1.436426e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -14364347.000000 Penalty: 3780.387207
	Iteration 40F: 3 clusters Score -1.436435e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -14364425.000000 Penalty: 3780.387207
	Iteration 41Q: 3 clusters Score -1.436442e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -14364532.000000 Penalty: 3780.387207
	Iteration 42Q: 3 clusters Score -1.436453e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -14364679.000000 Penalty: 3780.387207
	Iteration 43Q: 3 clusters Score -1.436468e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -14364857.000000 Penalty: 3780.387207
	Iteration 44Q: 3 clusters Score -1.436486e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -14365021.000000 Penalty: 3780.387207
	Iteration 45Q: 3 clusters Score -1.436502e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -14365182.000000 Penalty: 3780.387207
	Iteration 46Q: 3 clusters Score -1.436518e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -14365402.000000 Penalty: 3780.387207
	Iteration 47Q: 3 clusters Score -1.43654e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -14365580.000000 Penalty: 3780.387207
	Iteration 48Q: 3 clusters Score -1.436558e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -14365787.000000 Penalty: 3780.387207
	Iteration 49Q: 3 clusters Score -1.436579e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -14365945.000000 Penalty: 3780.387207
	Iteration 50Q: 3 clusters Score -1.436594e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -14366210.000000 Penalty: 3780.387207
	Iteration 51Q: 3 clusters Score -1.436621e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -14366508.000000 Penalty: 3780.387207
	Iteration 52Q: 3 clusters Score -1.436651e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -14366769.000000 Penalty: 3780.387207
	Iteration 53Q: 3 clusters Score -1.436677e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -14367021.000000 Penalty: 3780.387207
	Iteration 54Q: 3 clusters Score -1.436702e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -14367251.000000 Penalty: 3780.387207
	Iteration 55Q: 3 clusters Score -1.436725e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -14367540.000000 Penalty: 3780.387207
	Iteration 56Q: 3 clusters Score -1.436754e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -14367788.000000 Penalty: 3780.387207
	Iteration 57Q: 3 clusters Score -1.436779e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -14368005.000000 Penalty: 3780.387207
	Iteration 58Q: 3 clusters Score -1.4368e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -14368247.000000 Penalty: 3780.387207
	Iteration 59Q: 3 clusters Score -1.436825e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -14368605.000000 Penalty: 3780.387207
	Iteration 60F: 3 clusters Score -1.43686e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -14368984.000000 Penalty: 3780.387207
	Iteration 61Q: 3 clusters Score -1.436898e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -14369238.000000 Penalty: 3780.387207
	Iteration 62Q: 3 clusters Score -1.436924e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -14369639.000000 Penalty: 3780.387207
	Iteration 63Q: 3 clusters Score -1.436964e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84851 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -14369910.000000 Penalty: 3780.387207
	Iteration 64Q: 3 clusters Score -1.436991e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -14370266.000000 Penalty: 3780.387207
	Iteration 65Q: 3 clusters Score -1.437027e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -14370689.000000 Penalty: 3780.387207
	Iteration 66Q: 3 clusters Score -1.437069e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -14371073.000000 Penalty: 3780.387207
	Iteration 67Q: 3 clusters Score -1.437107e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -14371439.000000 Penalty: 3780.387207
	Iteration 68Q: 3 clusters Score -1.437144e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -14371744.000000 Penalty: 3780.387207
	Iteration 69Q: 3 clusters Score -1.437174e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91469 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -14372069.000000 Penalty: 3780.387207
	Iteration 70Q: 3 clusters Score -1.437207e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -14372354.000000 Penalty: 3780.387207
	Iteration 71Q: 3 clusters Score -1.437235e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -14372635.000000 Penalty: 3780.387207
	Iteration 72Q: 3 clusters Score -1.437264e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94658 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -14372882.000000 Penalty: 3780.387207
	Iteration 73Q: 3 clusters Score -1.437288e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -14373045.000000 Penalty: 3780.387207
	Iteration 74Q: 3 clusters Score -1.437304e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -14373180.000000 Penalty: 3780.387207
	Iteration 75Q: 3 clusters Score -1.437318e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -14373296.000000 Penalty: 3780.387207
	Iteration 76Q: 3 clusters Score -1.43733e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -14373457.000000 Penalty: 3780.387207
	Iteration 77Q: 3 clusters Score -1.437346e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -14373630.000000 Penalty: 3780.387207
	Iteration 78Q: 3 clusters Score -1.437363e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -14373688.000000 Penalty: 3780.387207
	Iteration 79Q: 3 clusters Score -1.437369e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -14373791.000000 Penalty: 3780.387207
	Iteration 80F: 3 clusters Score -1.437379e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -14373827.000000 Penalty: 3780.387207
	Iteration 81Q: 3 clusters Score -1.437383e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -14373816.000000 Penalty: 3780.387207
	Iteration 82Q: 3 clusters Score -1.437382e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -14373837.000000 Penalty: 3780.387207
	Iteration 83Q: 3 clusters Score -1.437384e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102941 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -14373886.000000 Penalty: 3780.387207
	Iteration 84Q: 3 clusters Score -1.437389e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -14373911.000000 Penalty: 3780.387207
	Iteration 85Q: 3 clusters Score -1.437391e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103928 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -14373979.000000 Penalty: 3780.387207
	Iteration 86Q: 3 clusters Score -1.437398e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -14374042.000000 Penalty: 3780.387207
	Iteration 87Q: 3 clusters Score -1.437404e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104832 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -14374110.000000 Penalty: 3780.387207
	Iteration 88Q: 3 clusters Score -1.437411e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105246 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -14374148.000000 Penalty: 3780.387207
	Iteration 89Q: 3 clusters Score -1.437415e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -14374185.000000 Penalty: 3780.387207
	Iteration 90Q: 3 clusters Score -1.437418e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -14374212.000000 Penalty: 3780.387207
	Iteration 91Q: 3 clusters Score -1.437421e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -14374192.000000 Penalty: 3780.387207
	Iteration 92Q: 3 clusters Score -1.437419e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -14374193.000000 Penalty: 3780.387207
	Iteration 93Q: 3 clusters Score -1.437419e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106808 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -14374226.000000 Penalty: 3780.387207
	Iteration 94Q: 3 clusters Score -1.437423e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -14374199.000000 Penalty: 3780.387207
	Iteration 95Q: 3 clusters Score -1.43742e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -14374215.000000 Penalty: 3780.387207
	Iteration 96Q: 3 clusters Score -1.437422e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -14374192.000000 Penalty: 3780.387207
	Iteration 97Q: 3 clusters Score -1.437419e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -14374124.000000 Penalty: 3780.387207
	Iteration 98Q: 3 clusters Score -1.437412e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -14374055.000000 Penalty: 3780.387207
	Iteration 99Q: 3 clusters Score -1.437406e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -14374037.000000 Penalty: 3780.387207
	Iteration 100F: 3 clusters Score -1.437404e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -14374008.000000 Penalty: 3780.387207
	Iteration 101Q: 3 clusters Score -1.437401e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108428 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -14373973.000000 Penalty: 3780.387207
	Iteration 102Q: 3 clusters Score -1.437397e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -14373961.000000 Penalty: 3780.387207
	Iteration 103Q: 3 clusters Score -1.437396e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -14373939.000000 Penalty: 3780.387207
	Iteration 104Q: 3 clusters Score -1.437394e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -14373881.000000 Penalty: 3780.387207
	Iteration 105Q: 3 clusters Score -1.437388e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -14373896.000000 Penalty: 3780.387207
	Iteration 106Q: 3 clusters Score -1.43739e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -14373873.000000 Penalty: 3780.387207
	Iteration 107Q: 3 clusters Score -1.437387e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -14373848.000000 Penalty: 3780.387207
	Iteration 108Q: 3 clusters Score -1.437385e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -14373778.000000 Penalty: 3780.387207
	Iteration 109Q: 3 clusters Score -1.437378e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -14373766.000000 Penalty: 3780.387207
	Iteration 110Q: 3 clusters Score -1.437377e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -14373762.000000 Penalty: 3780.387207
	Iteration 111Q: 3 clusters Score -1.437376e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -14373762.000000 Penalty: 3780.387207
	Iteration 112Q: 3 clusters Score -1.437376e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109635 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -14373751.000000 Penalty: 3780.387207
	Iteration 113Q: 3 clusters Score -1.437375e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109675 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -14373726.000000 Penalty: 3780.387207
	Iteration 114Q: 3 clusters Score -1.437373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -14373741.000000 Penalty: 3780.387207
	Iteration 115Q: 3 clusters Score -1.437374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -14373718.000000 Penalty: 3780.387207
	Iteration 116Q: 3 clusters Score -1.437372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -14373729.000000 Penalty: 3780.387207
	Iteration 117Q: 3 clusters Score -1.437373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -14373735.000000 Penalty: 3780.387207
	Iteration 118Q: 3 clusters Score -1.437374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -14373720.000000 Penalty: 3780.387207
	Iteration 119Q: 3 clusters Score -1.437372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109822 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -14373717.000000 Penalty: 3780.387207
	Iteration 120F: 3 clusters Score -1.437372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109848 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -14373702.000000 Penalty: 3780.387207
	Iteration 121Q: 3 clusters Score -1.43737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109871 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -14373689.000000 Penalty: 3780.387207
	Iteration 122Q: 3 clusters Score -1.437369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -14373677.000000 Penalty: 3780.387207
	Iteration 123Q: 3 clusters Score -1.437368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109909 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -14373671.000000 Penalty: 3780.387207
	Iteration 124Q: 3 clusters Score -1.437367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109926 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -14373685.000000 Penalty: 3780.387207
	Iteration 125Q: 3 clusters Score -1.437368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -14373680.000000 Penalty: 3780.387207
	Iteration 126Q: 3 clusters Score -1.437368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -14373660.000000 Penalty: 3780.387207
	Iteration 127Q: 3 clusters Score -1.437366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -14373652.000000 Penalty: 3780.387207
	Iteration 128Q: 3 clusters Score -1.437365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109972 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -14373665.000000 Penalty: 3780.387207
	Iteration 129Q: 3 clusters Score -1.437366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -14373664.000000 Penalty: 3780.387207
	Iteration 130Q: 3 clusters Score -1.437366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -14373655.000000 Penalty: 3780.387207
	Iteration 131Q: 3 clusters Score -1.437366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109988 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -14373650.000000 Penalty: 3780.387207
	Iteration 132Q: 3 clusters Score -1.437365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -14373668.000000 Penalty: 3780.387207
	Iteration 133Q: 3 clusters Score -1.437367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -14373653.000000 Penalty: 3780.387207
	Iteration 134Q: 3 clusters Score -1.437365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110024 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -14373655.000000 Penalty: 3780.387207
	Iteration 135Q: 3 clusters Score -1.437366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110033 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -14373665.000000 Penalty: 3780.387207
	Iteration 136Q: 3 clusters Score -1.437366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110039 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -14373653.000000 Penalty: 3780.387207
	Iteration 137Q: 3 clusters Score -1.437365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14373660.000000 Penalty: 3780.387207
	Iteration 138Q: 3 clusters Score -1.437366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -14373652.000000 Penalty: 3780.387207
	Iteration 139Q: 3 clusters Score -1.437365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -14373644.000000 Penalty: 3780.387207
	Iteration 140F: 3 clusters Score -1.437364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -14373653.000000 Penalty: 3780.387207
	Iteration 141Q: 3 clusters Score -1.437365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -14373648.000000 Penalty: 3780.387207
	Iteration 142Q: 3 clusters Score -1.437365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -14373631.000000 Penalty: 3780.387207
	Iteration 143Q: 3 clusters Score -1.437363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -14373630.000000 Penalty: 3780.387207
	Iteration 144Q: 3 clusters Score -1.437363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -14373623.000000 Penalty: 3780.387207
	Iteration 145Q: 3 clusters Score -1.437362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -14373614.000000 Penalty: 3780.387207
	Iteration 146Q: 3 clusters Score -1.437361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110125 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -14373616.000000 Penalty: 3780.387207
	Iteration 147Q: 3 clusters Score -1.437362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -14373623.000000 Penalty: 3780.387207
	Iteration 148Q: 3 clusters Score -1.437362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110134 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -14373627.000000 Penalty: 3780.387207
	Iteration 149Q: 3 clusters Score -1.437363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -14373623.000000 Penalty: 3780.387207
	Iteration 150Q: 3 clusters Score -1.437362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110138 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -14373617.000000 Penalty: 3780.387207
	Iteration 151Q: 3 clusters Score -1.437362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -14373620.000000 Penalty: 3780.387207
	Iteration 152Q: 3 clusters Score -1.437362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -14373620.000000 Penalty: 3780.387207
	Iteration 153Q: 3 clusters Score -1.437362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -14373623.000000 Penalty: 3780.387207
	Iteration 154Q: 3 clusters Score -1.437362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -14373613.000000 Penalty: 3780.387207
	Iteration 155Q: 3 clusters Score -1.437361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110152 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -14373607.000000 Penalty: 3780.387207
	Iteration 156Q: 3 clusters Score -1.437361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -14373611.000000 Penalty: 3780.387207
	Iteration 157Q: 3 clusters Score -1.437361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110157 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -14373612.000000 Penalty: 3780.387207
	Iteration 158Q: 3 clusters Score -1.437361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -14373609.000000 Penalty: 3780.387207
	Iteration 159Q: 3 clusters Score -1.437361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -14373609.000000 Penalty: 3780.387207
	Iteration 160F: 3 clusters Score -1.437361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -21335.542969 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -21335.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20641.683594 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -20641.68 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20914.792969 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -20914.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21033.634766 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -21033.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21098.814453 Penalty: 1884.705200
	Iteration 3Q: 3 clusters Score -21098.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21155.023438 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -21155.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21220.625000 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -21220.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21256.654297 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -21256.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21319.228516 Penalty: 1884.705200
	Iteration 7Q: 3 clusters Score -21319.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21328.324219 Penalty: 1884.705200
	Iteration 8Q: 3 clusters Score -21328.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21338.349609 Penalty: 1884.705200
	Iteration 9Q: 3 clusters Score -21338.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21350.861328 Penalty: 1884.705200
	Iteration 10Q: 3 clusters Score -21350.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21354.722656 Penalty: 1884.705200
	Iteration 11Q: 3 clusters Score -21354.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21354.722656 Penalty: 1884.705200
	Iteration 12F: 3 clusters Score -21354.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 112641 members 
Mstep: Class 2 contains 177 members 
Mstep: Class 3 contains 13018 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 108704 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118828 members 
Mstep: Class 10 contains 21515 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 15 contains 153 members 
Mstep: Class 16 contains 103668 members 
Mstep: Class 19 contains 84388 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
Score: -72800408.000000 Penalty: 38813.050781
Splitting cluster 2 changes total score from -72802168.000000 to -72800408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (13018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Entering Unmasked Estep 
Score: -1679906.375000 Penalty: 1539.539429
	Iteration 0F: 2 clusters Score -1679906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1670827.500000 Penalty: 3079.078857
	Iteration 0F: 3 clusters Score -1670828 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1673801.000000 Penalty: 3079.078857
	Iteration 1F: 3 clusters Score -1673801 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1674087.125000 Penalty: 3079.078857
	Iteration 2F: 3 clusters Score -1674087 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1674344.750000 Penalty: 3079.078857
	Iteration 3F: 3 clusters Score -1674345 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1674629.625000 Penalty: 3079.078857
	Iteration 4Q: 3 clusters Score -1674630 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1674975.875000 Penalty: 3079.078857
	Iteration 5F: 3 clusters Score -1674976 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1675474.625000 Penalty: 3079.078857
	Iteration 6F: 3 clusters Score -1675475 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1676115.875000 Penalty: 3079.078857
	Iteration 7F: 3 clusters Score -1676116 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1676839.625000 Penalty: 3079.078857
	Iteration 8F: 3 clusters Score -1676840 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1677538.750000 Penalty: 3079.078857
	Iteration 9F: 3 clusters Score -1677539 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1678039.375000 Penalty: 3079.078857
	Iteration 10Q: 3 clusters Score -1678039 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1678309.500000 Penalty: 3079.078857
	Iteration 11Q: 3 clusters Score -1678310 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1678425.375000 Penalty: 3079.078857
	Iteration 12Q: 3 clusters Score -1678425 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1678499.500000 Penalty: 3079.078857
	Iteration 13Q: 3 clusters Score -1678500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1678553.750000 Penalty: 3079.078857
	Iteration 14Q: 3 clusters Score -1678554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1678592.875000 Penalty: 3079.078857
	Iteration 15Q: 3 clusters Score -1678593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1678624.375000 Penalty: 3079.078857
	Iteration 16Q: 3 clusters Score -1678624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1678644.750000 Penalty: 3079.078857
	Iteration 17Q: 3 clusters Score -1678645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1678660.000000 Penalty: 3079.078857
	Iteration 18Q: 3 clusters Score -1678660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1678668.625000 Penalty: 3079.078857
	Iteration 19Q: 3 clusters Score -1678669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1678672.625000 Penalty: 3079.078857
	Iteration 20F: 3 clusters Score -1678673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1678676.500000 Penalty: 3079.078857
	Iteration 21Q: 3 clusters Score -1678676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1678676.500000 Penalty: 3079.078857
	Iteration 22F: 3 clusters Score -1678676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -10169.201172 Penalty: 869.676941
	Iteration 0F: 2 clusters Score -10169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9596.274414 Penalty: 1739.353882
	Iteration 0F: 3 clusters Score -9596.274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9787.220703 Penalty: 1739.353882
	Iteration 1F: 3 clusters Score -9787.221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9871.720703 Penalty: 1739.353882
	Iteration 2F: 3 clusters Score -9871.721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9897.375977 Penalty: 1739.353882
	Iteration 3Q: 3 clusters Score -9897.376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9908.438477 Penalty: 1739.353882
	Iteration 4Q: 3 clusters Score -9908.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9909.289062 Penalty: 1739.353882
	Iteration 5Q: 3 clusters Score -9909.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9909.289062 Penalty: 1739.353882
	Iteration 6F: 3 clusters Score -9909.289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -407273.906250 Penalty: 1314.789917
	Iteration 0F: 2 clusters Score -407273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -404403.250000 Penalty: 2629.579834
	Iteration 0F: 3 clusters Score -404403.2 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -405050.343750 Penalty: 2629.579834
	Iteration 1F: 3 clusters Score -405050.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -405164.875000 Penalty: 2629.579834
	Iteration 2F: 3 clusters Score -405164.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -405235.750000 Penalty: 2629.579834
	Iteration 3Q: 3 clusters Score -405235.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -405287.156250 Penalty: 2629.579834
	Iteration 4Q: 3 clusters Score -405287.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -405323.843750 Penalty: 2629.579834
	Iteration 5Q: 3 clusters Score -405323.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -405352.875000 Penalty: 2629.579834
	Iteration 6Q: 3 clusters Score -405352.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -405380.343750 Penalty: 2629.579834
	Iteration 7Q: 3 clusters Score -405380.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -405404.031250 Penalty: 2629.579834
	Iteration 8Q: 3 clusters Score -405404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -405427.843750 Penalty: 2629.579834
	Iteration 9Q: 3 clusters Score -405427.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -405462.625000 Penalty: 2629.579834
	Iteration 10Q: 3 clusters Score -405462.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -405496.125000 Penalty: 2629.579834
	Iteration 11Q: 3 clusters Score -405496.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -405518.906250 Penalty: 2629.579834
	Iteration 12Q: 3 clusters Score -405518.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -405543.843750 Penalty: 2629.579834
	Iteration 13Q: 3 clusters Score -405543.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -405578.968750 Penalty: 2629.579834
	Iteration 14Q: 3 clusters Score -405579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -405629.343750 Penalty: 2629.579834
	Iteration 15Q: 3 clusters Score -405629.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -405682.437500 Penalty: 2629.579834
	Iteration 16Q: 3 clusters Score -405682.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -405731.562500 Penalty: 2629.579834
	Iteration 17Q: 3 clusters Score -405731.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -405787.812500 Penalty: 2629.579834
	Iteration 18Q: 3 clusters Score -405787.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -405830.343750 Penalty: 2629.579834
	Iteration 19Q: 3 clusters Score -405830.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -405859.843750 Penalty: 2629.579834
	Iteration 20F: 3 clusters Score -405859.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -405896.656250 Penalty: 2629.579834
	Iteration 21Q: 3 clusters Score -405896.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -405925.375000 Penalty: 2629.579834
	Iteration 22Q: 3 clusters Score -405925.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -405956.656250 Penalty: 2629.579834
	Iteration 23Q: 3 clusters Score -405956.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -405984.656250 Penalty: 2629.579834
	Iteration 24Q: 3 clusters Score -405984.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -406017.093750 Penalty: 2629.579834
	Iteration 25Q: 3 clusters Score -406017.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -406043.562500 Penalty: 2629.579834
	Iteration 26Q: 3 clusters Score -406043.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -406068.406250 Penalty: 2629.579834
	Iteration 27Q: 3 clusters Score -406068.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -406096.562500 Penalty: 2629.579834
	Iteration 28Q: 3 clusters Score -406096.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -406117.906250 Penalty: 2629.579834
	Iteration 29Q: 3 clusters Score -406117.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -406131.812500 Penalty: 2629.579834
	Iteration 30Q: 3 clusters Score -406131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -406141.281250 Penalty: 2629.579834
	Iteration 31Q: 3 clusters Score -406141.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -406155.843750 Penalty: 2629.579834
	Iteration 32Q: 3 clusters Score -406155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -406164.812500 Penalty: 2629.579834
	Iteration 33Q: 3 clusters Score -406164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -406171.812500 Penalty: 2629.579834
	Iteration 34Q: 3 clusters Score -406171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -406176.593750 Penalty: 2629.579834
	Iteration 35Q: 3 clusters Score -406176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -406179.250000 Penalty: 2629.579834
	Iteration 36Q: 3 clusters Score -406179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -406179.250000 Penalty: 2629.579834
	Iteration 37F: 3 clusters Score -406179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (108704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Entering Unmasked Estep 
Score: -14070995.000000 Penalty: 1884.412354
	Iteration 0F: 2 clusters Score -1.4071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -14006621.000000 Penalty: 3768.824707
	Iteration 0F: 3 clusters Score -1.400662e+07 nChanged 51903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -14037046.000000 Penalty: 3768.824707
	Iteration 1F: 3 clusters Score -1.403705e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -14038092.000000 Penalty: 3768.824707
	Iteration 2Q: 3 clusters Score -1.403809e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -14039859.000000 Penalty: 3768.824707
	Iteration 3Q: 3 clusters Score -1.403986e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -14042374.000000 Penalty: 3768.824707
	Iteration 4Q: 3 clusters Score -1.404237e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -14045868.000000 Penalty: 3768.824707
	Iteration 5F: 3 clusters Score -1.404587e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -14049953.000000 Penalty: 3768.824707
	Iteration 6F: 3 clusters Score -1.404995e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -14054037.000000 Penalty: 3768.824707
	Iteration 7F: 3 clusters Score -1.405404e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -14057605.000000 Penalty: 3768.824707
	Iteration 8F: 3 clusters Score -1.40576e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -14060410.000000 Penalty: 3768.824707
	Iteration 9Q: 3 clusters Score -1.406041e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -14062714.000000 Penalty: 3768.824707
	Iteration 10Q: 3 clusters Score -1.406271e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -14064525.000000 Penalty: 3768.824707
	Iteration 11Q: 3 clusters Score -1.406452e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -14065674.000000 Penalty: 3768.824707
	Iteration 12Q: 3 clusters Score -1.406567e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -14066635.000000 Penalty: 3768.824707
	Iteration 13Q: 3 clusters Score -1.406664e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -14067472.000000 Penalty: 3768.824707
	Iteration 14Q: 3 clusters Score -1.406747e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -14068185.000000 Penalty: 3768.824707
	Iteration 15Q: 3 clusters Score -1.406818e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -14068694.000000 Penalty: 3768.824707
	Iteration 16Q: 3 clusters Score -1.406869e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -14068972.000000 Penalty: 3768.824707
	Iteration 17Q: 3 clusters Score -1.406897e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -14069183.000000 Penalty: 3768.824707
	Iteration 18Q: 3 clusters Score -1.406918e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -14069338.000000 Penalty: 3768.824707
	Iteration 19Q: 3 clusters Score -1.406934e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106428 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -14069434.000000 Penalty: 3768.824707
	Iteration 20F: 3 clusters Score -1.406943e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -14069492.000000 Penalty: 3768.824707
	Iteration 21Q: 3 clusters Score -1.406949e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -14069511.000000 Penalty: 3768.824707
	Iteration 22Q: 3 clusters Score -1.406951e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -14069525.000000 Penalty: 3768.824707
	Iteration 23Q: 3 clusters Score -1.406952e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -14069545.000000 Penalty: 3768.824707
	Iteration 24Q: 3 clusters Score -1.406954e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -14069553.000000 Penalty: 3768.824707
	Iteration 25Q: 3 clusters Score -1.406955e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -14069562.000000 Penalty: 3768.824707
	Iteration 26Q: 3 clusters Score -1.406956e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107356 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -14069600.000000 Penalty: 3768.824707
	Iteration 27Q: 3 clusters Score -1.40696e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14069586.000000 Penalty: 3768.824707
	Iteration 28Q: 3 clusters Score -1.406959e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14069605.000000 Penalty: 3768.824707
	Iteration 29Q: 3 clusters Score -1.40696e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107505 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14069589.000000 Penalty: 3768.824707
	Iteration 30Q: 3 clusters Score -1.406959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107533 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14069586.000000 Penalty: 3768.824707
	Iteration 31Q: 3 clusters Score -1.406959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14069584.000000 Penalty: 3768.824707
	Iteration 32Q: 3 clusters Score -1.406958e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107580 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14069596.000000 Penalty: 3768.824707
	Iteration 33Q: 3 clusters Score -1.40696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -14069597.000000 Penalty: 3768.824707
	Iteration 34Q: 3 clusters Score -1.40696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14069596.000000 Penalty: 3768.824707
	Iteration 35Q: 3 clusters Score -1.40696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14069601.000000 Penalty: 3768.824707
	Iteration 36Q: 3 clusters Score -1.40696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -14069597.000000 Penalty: 3768.824707
	Iteration 37Q: 3 clusters Score -1.40696e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107660 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -14069586.000000 Penalty: 3768.824707
	Iteration 38Q: 3 clusters Score -1.406959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14069592.000000 Penalty: 3768.824707
	Iteration 39Q: 3 clusters Score -1.406959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14069590.000000 Penalty: 3768.824707
	Iteration 40F: 3 clusters Score -1.406959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107681 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -14069594.000000 Penalty: 3768.824707
	Iteration 41Q: 3 clusters Score -1.406959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14069600.000000 Penalty: 3768.824707
	Iteration 42Q: 3 clusters Score -1.40696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107700 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -14069588.000000 Penalty: 3768.824707
	Iteration 43Q: 3 clusters Score -1.406959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107708 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -14069600.000000 Penalty: 3768.824707
	Iteration 44Q: 3 clusters Score -1.40696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107713 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14069596.000000 Penalty: 3768.824707
	Iteration 45Q: 3 clusters Score -1.40696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -14069600.000000 Penalty: 3768.824707
	Iteration 46Q: 3 clusters Score -1.40696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -14069599.000000 Penalty: 3768.824707
	Iteration 47Q: 3 clusters Score -1.40696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107742 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -14069615.000000 Penalty: 3768.824707
	Iteration 48Q: 3 clusters Score -1.406962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -14069610.000000 Penalty: 3768.824707
	Iteration 49Q: 3 clusters Score -1.406961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -14069623.000000 Penalty: 3768.824707
	Iteration 50Q: 3 clusters Score -1.406962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14069615.000000 Penalty: 3768.824707
	Iteration 51Q: 3 clusters Score -1.406962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -14069623.000000 Penalty: 3768.824707
	Iteration 52Q: 3 clusters Score -1.406962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -14069632.000000 Penalty: 3768.824707
	Iteration 53Q: 3 clusters Score -1.406963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -14069634.000000 Penalty: 3768.824707
	Iteration 54Q: 3 clusters Score -1.406963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107824 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -14069630.000000 Penalty: 3768.824707
	Iteration 55Q: 3 clusters Score -1.406963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -14069637.000000 Penalty: 3768.824707
	Iteration 56Q: 3 clusters Score -1.406964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -14069661.000000 Penalty: 3768.824707
	Iteration 57Q: 3 clusters Score -1.406966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14069660.000000 Penalty: 3768.824707
	Iteration 58Q: 3 clusters Score -1.406966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14069662.000000 Penalty: 3768.824707
	Iteration 59Q: 3 clusters Score -1.406966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -14069667.000000 Penalty: 3768.824707
	Iteration 60F: 3 clusters Score -1.406967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14069667.000000 Penalty: 3768.824707
	Iteration 61Q: 3 clusters Score -1.406967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14069665.000000 Penalty: 3768.824707
	Iteration 62Q: 3 clusters Score -1.406966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14069668.000000 Penalty: 3768.824707
	Iteration 63Q: 3 clusters Score -1.406967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14069670.000000 Penalty: 3768.824707
	Iteration 64Q: 3 clusters Score -1.406967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14069672.000000 Penalty: 3768.824707
	Iteration 65Q: 3 clusters Score -1.406967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -14069667.000000 Penalty: 3768.824707
	Iteration 66Q: 3 clusters Score -1.406967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -14069668.000000 Penalty: 3768.824707
	Iteration 67Q: 3 clusters Score -1.406967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14069670.000000 Penalty: 3768.824707
	Iteration 68Q: 3 clusters Score -1.406967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -14069672.000000 Penalty: 3768.824707
	Iteration 69Q: 3 clusters Score -1.406967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -14069672.000000 Penalty: 3768.824707
	Iteration 70F: 3 clusters Score -1.406967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -710540.187500 Penalty: 1398.315796
	Iteration 0F: 2 clusters Score -710540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -706218.250000 Penalty: 2796.631592
	Iteration 0F: 3 clusters Score -706218.2 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -707419.000000 Penalty: 2796.631592
	Iteration 1F: 3 clusters Score -707419 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -707604.375000 Penalty: 2796.631592
	Iteration 2F: 3 clusters Score -707604.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -707742.437500 Penalty: 2796.631592
	Iteration 3F: 3 clusters Score -707742.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -707840.375000 Penalty: 2796.631592
	Iteration 4Q: 3 clusters Score -707840.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -707910.687500 Penalty: 2796.631592
	Iteration 5Q: 3 clusters Score -707910.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -707978.875000 Penalty: 2796.631592
	Iteration 6Q: 3 clusters Score -707978.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -708046.125000 Penalty: 2796.631592
	Iteration 7Q: 3 clusters Score -708046.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -708111.375000 Penalty: 2796.631592
	Iteration 8Q: 3 clusters Score -708111.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -708192.937500 Penalty: 2796.631592
	Iteration 9Q: 3 clusters Score -708192.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -708294.875000 Penalty: 2796.631592
	Iteration 10Q: 3 clusters Score -708294.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -708404.875000 Penalty: 2796.631592
	Iteration 11Q: 3 clusters Score -708404.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -708509.437500 Penalty: 2796.631592
	Iteration 12Q: 3 clusters Score -708509.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -708607.562500 Penalty: 2796.631592
	Iteration 13Q: 3 clusters Score -708607.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -708700.500000 Penalty: 2796.631592
	Iteration 14Q: 3 clusters Score -708700.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -708783.062500 Penalty: 2796.631592
	Iteration 15Q: 3 clusters Score -708783.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -708865.437500 Penalty: 2796.631592
	Iteration 16Q: 3 clusters Score -708865.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -708944.750000 Penalty: 2796.631592
	Iteration 17Q: 3 clusters Score -708944.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -709000.500000 Penalty: 2796.631592
	Iteration 18Q: 3 clusters Score -709000.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -709050.250000 Penalty: 2796.631592
	Iteration 19Q: 3 clusters Score -709050.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -709094.812500 Penalty: 2796.631592
	Iteration 20F: 3 clusters Score -709094.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -709128.375000 Penalty: 2796.631592
	Iteration 21Q: 3 clusters Score -709128.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -709149.937500 Penalty: 2796.631592
	Iteration 22Q: 3 clusters Score -709149.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -709160.562500 Penalty: 2796.631592
	Iteration 23Q: 3 clusters Score -709160.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -709172.687500 Penalty: 2796.631592
	Iteration 24Q: 3 clusters Score -709172.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -709183.812500 Penalty: 2796.631592
	Iteration 25Q: 3 clusters Score -709183.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -709193.875000 Penalty: 2796.631592
	Iteration 26Q: 3 clusters Score -709193.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -709204.062500 Penalty: 2796.631592
	Iteration 27Q: 3 clusters Score -709204.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -709216.500000 Penalty: 2796.631592
	Iteration 28Q: 3 clusters Score -709216.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -709224.312500 Penalty: 2796.631592
	Iteration 29Q: 3 clusters Score -709224.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -709230.687500 Penalty: 2796.631592
	Iteration 30Q: 3 clusters Score -709230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -709234.812500 Penalty: 2796.631592
	Iteration 31Q: 3 clusters Score -709234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -709238.000000 Penalty: 2796.631592
	Iteration 32Q: 3 clusters Score -709238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -709245.875000 Penalty: 2796.631592
	Iteration 33Q: 3 clusters Score -709245.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -709254.000000 Penalty: 2796.631592
	Iteration 34Q: 3 clusters Score -709254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -709261.937500 Penalty: 2796.631592
	Iteration 35Q: 3 clusters Score -709261.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -709269.500000 Penalty: 2796.631592
	Iteration 36Q: 3 clusters Score -709269.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -709274.000000 Penalty: 2796.631592
	Iteration 37Q: 3 clusters Score -709274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -709279.937500 Penalty: 2796.631592
	Iteration 38Q: 3 clusters Score -709279.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -709286.375000 Penalty: 2796.631592
	Iteration 39Q: 3 clusters Score -709286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -709288.375000 Penalty: 2796.631592
	Iteration 40F: 3 clusters Score -709288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -709291.750000 Penalty: 2796.631592
	Iteration 41Q: 3 clusters Score -709291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -709293.062500 Penalty: 2796.631592
	Iteration 42Q: 3 clusters Score -709293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -709294.625000 Penalty: 2796.631592
	Iteration 43Q: 3 clusters Score -709294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -709296.250000 Penalty: 2796.631592
	Iteration 44Q: 3 clusters Score -709296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -709298.687500 Penalty: 2796.631592
	Iteration 45Q: 3 clusters Score -709298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -709300.625000 Penalty: 2796.631592
	Iteration 46Q: 3 clusters Score -709300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -709301.125000 Penalty: 2796.631592
	Iteration 47Q: 3 clusters Score -709301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -709301.250000 Penalty: 2796.631592
	Iteration 48Q: 3 clusters Score -709301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -709302.562500 Penalty: 2796.631592
	Iteration 49Q: 3 clusters Score -709302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -709302.562500 Penalty: 2796.631592
	Iteration 50F: 3 clusters Score -709302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -45464.269531 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -45464.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44550.398438 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -44550.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44796.554688 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -44796.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44953.265625 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -44953.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45036.019531 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -45036.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45095.398438 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -45095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45106.601562 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -45106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45120.648438 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -45120.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45127.144531 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -45127.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45152.804688 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -45152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45159.753906 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -45159.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45159.753906 Penalty: 1960.753052
	Iteration 10F: 3 clusters Score -45159.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118828 members 
Entering Unmasked Estep 
Score: -15174503.000000 Penalty: 1898.882812
	Iteration 0F: 2 clusters Score -1.51745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -15105149.000000 Penalty: 3797.765625
	Iteration 0F: 3 clusters Score -1.510515e+07 nChanged 57087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -15138635.000000 Penalty: 3797.765625
	Iteration 1F: 3 clusters Score -1.513864e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -15139623.000000 Penalty: 3797.765625
	Iteration 2Q: 3 clusters Score -1.513962e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -15140735.000000 Penalty: 3797.765625
	Iteration 3Q: 3 clusters Score -1.514074e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -15142422.000000 Penalty: 3797.765625
	Iteration 4Q: 3 clusters Score -1.514242e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -15145142.000000 Penalty: 3797.765625
	Iteration 5Q: 3 clusters Score -1.514514e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -15148834.000000 Penalty: 3797.765625
	Iteration 6F: 3 clusters Score -1.514883e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -15153707.000000 Penalty: 3797.765625
	Iteration 7F: 3 clusters Score -1.515371e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -15159688.000000 Penalty: 3797.765625
	Iteration 8F: 3 clusters Score -1.515969e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -15164779.000000 Penalty: 3797.765625
	Iteration 9F: 3 clusters Score -1.516478e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -15167489.000000 Penalty: 3797.765625
	Iteration 10F: 3 clusters Score -1.516749e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -15168595.000000 Penalty: 3797.765625
	Iteration 11Q: 3 clusters Score -1.51686e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -15169067.000000 Penalty: 3797.765625
	Iteration 12Q: 3 clusters Score -1.516907e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -15169285.000000 Penalty: 3797.765625
	Iteration 13Q: 3 clusters Score -1.516928e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -15169521.000000 Penalty: 3797.765625
	Iteration 14Q: 3 clusters Score -1.516952e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -15169734.000000 Penalty: 3797.765625
	Iteration 15Q: 3 clusters Score -1.516973e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -15169872.000000 Penalty: 3797.765625
	Iteration 16Q: 3 clusters Score -1.516987e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -15169971.000000 Penalty: 3797.765625
	Iteration 17Q: 3 clusters Score -1.516997e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -15170095.000000 Penalty: 3797.765625
	Iteration 18Q: 3 clusters Score -1.51701e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -15170151.000000 Penalty: 3797.765625
	Iteration 19Q: 3 clusters Score -1.517015e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -15170268.000000 Penalty: 3797.765625
	Iteration 20F: 3 clusters Score -1.517027e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -15170422.000000 Penalty: 3797.765625
	Iteration 21Q: 3 clusters Score -1.517042e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -15170618.000000 Penalty: 3797.765625
	Iteration 22Q: 3 clusters Score -1.517062e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -15170820.000000 Penalty: 3797.765625
	Iteration 23Q: 3 clusters Score -1.517082e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -15171053.000000 Penalty: 3797.765625
	Iteration 24Q: 3 clusters Score -1.517105e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -15171201.000000 Penalty: 3797.765625
	Iteration 25Q: 3 clusters Score -1.51712e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -15171381.000000 Penalty: 3797.765625
	Iteration 26Q: 3 clusters Score -1.517138e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -15171619.000000 Penalty: 3797.765625
	Iteration 27Q: 3 clusters Score -1.517162e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -15171810.000000 Penalty: 3797.765625
	Iteration 28Q: 3 clusters Score -1.517181e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -15172033.000000 Penalty: 3797.765625
	Iteration 29Q: 3 clusters Score -1.517203e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -15172308.000000 Penalty: 3797.765625
	Iteration 30Q: 3 clusters Score -1.517231e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -15172525.000000 Penalty: 3797.765625
	Iteration 31Q: 3 clusters Score -1.517252e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -15172784.000000 Penalty: 3797.765625
	Iteration 32Q: 3 clusters Score -1.517278e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -15173013.000000 Penalty: 3797.765625
	Iteration 33Q: 3 clusters Score -1.517301e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -15173256.000000 Penalty: 3797.765625
	Iteration 34Q: 3 clusters Score -1.517326e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -15173469.000000 Penalty: 3797.765625
	Iteration 35Q: 3 clusters Score -1.517347e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -15173805.000000 Penalty: 3797.765625
	Iteration 36Q: 3 clusters Score -1.51738e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -15174042.000000 Penalty: 3797.765625
	Iteration 37Q: 3 clusters Score -1.517404e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -15174170.000000 Penalty: 3797.765625
	Iteration 38Q: 3 clusters Score -1.517417e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -15174303.000000 Penalty: 3797.765625
	Iteration 39Q: 3 clusters Score -1.51743e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -15174390.000000 Penalty: 3797.765625
	Iteration 40F: 3 clusters Score -1.517439e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -15174421.000000 Penalty: 3797.765625
	Iteration 41Q: 3 clusters Score -1.517442e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -15174473.000000 Penalty: 3797.765625
	Iteration 42Q: 3 clusters Score -1.517447e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -15174506.000000 Penalty: 3797.765625
	Iteration 43Q: 3 clusters Score -1.517451e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -15174577.000000 Penalty: 3797.765625
	Iteration 44Q: 3 clusters Score -1.517458e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -15174605.000000 Penalty: 3797.765625
	Iteration 45Q: 3 clusters Score -1.51746e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -15174608.000000 Penalty: 3797.765625
	Iteration 46Q: 3 clusters Score -1.517461e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -15174630.000000 Penalty: 3797.765625
	Iteration 47Q: 3 clusters Score -1.517463e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -15174664.000000 Penalty: 3797.765625
	Iteration 48Q: 3 clusters Score -1.517466e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -15174688.000000 Penalty: 3797.765625
	Iteration 49Q: 3 clusters Score -1.517469e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -15174701.000000 Penalty: 3797.765625
	Iteration 50Q: 3 clusters Score -1.51747e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -15174741.000000 Penalty: 3797.765625
	Iteration 51Q: 3 clusters Score -1.517474e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -15174774.000000 Penalty: 3797.765625
	Iteration 52Q: 3 clusters Score -1.517477e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -15174794.000000 Penalty: 3797.765625
	Iteration 53Q: 3 clusters Score -1.517479e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -15174794.000000 Penalty: 3797.765625
	Iteration 54Q: 3 clusters Score -1.517479e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -15174762.000000 Penalty: 3797.765625
	Iteration 55Q: 3 clusters Score -1.517476e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -15174793.000000 Penalty: 3797.765625
	Iteration 56Q: 3 clusters Score -1.517479e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -15174817.000000 Penalty: 3797.765625
	Iteration 57Q: 3 clusters Score -1.517482e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -15174789.000000 Penalty: 3797.765625
	Iteration 58Q: 3 clusters Score -1.517479e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -15174757.000000 Penalty: 3797.765625
	Iteration 59Q: 3 clusters Score -1.517476e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -15174765.000000 Penalty: 3797.765625
	Iteration 60F: 3 clusters Score -1.517476e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -15174775.000000 Penalty: 3797.765625
	Iteration 61Q: 3 clusters Score -1.517478e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -15174783.000000 Penalty: 3797.765625
	Iteration 62Q: 3 clusters Score -1.517478e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -15174777.000000 Penalty: 3797.765625
	Iteration 63Q: 3 clusters Score -1.517478e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -15174782.000000 Penalty: 3797.765625
	Iteration 64Q: 3 clusters Score -1.517478e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -15174768.000000 Penalty: 3797.765625
	Iteration 65Q: 3 clusters Score -1.517477e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -15174777.000000 Penalty: 3797.765625
	Iteration 66Q: 3 clusters Score -1.517478e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -15174763.000000 Penalty: 3797.765625
	Iteration 67Q: 3 clusters Score -1.517476e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -15174770.000000 Penalty: 3797.765625
	Iteration 68Q: 3 clusters Score -1.517477e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -15174769.000000 Penalty: 3797.765625
	Iteration 69Q: 3 clusters Score -1.517477e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -15174781.000000 Penalty: 3797.765625
	Iteration 70Q: 3 clusters Score -1.517478e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -15174784.000000 Penalty: 3797.765625
	Iteration 71Q: 3 clusters Score -1.517478e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -15174765.000000 Penalty: 3797.765625
	Iteration 72Q: 3 clusters Score -1.517476e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -15174763.000000 Penalty: 3797.765625
	Iteration 73Q: 3 clusters Score -1.517476e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -15174760.000000 Penalty: 3797.765625
	Iteration 74Q: 3 clusters Score -1.517476e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -15174759.000000 Penalty: 3797.765625
	Iteration 75Q: 3 clusters Score -1.517476e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -15174784.000000 Penalty: 3797.765625
	Iteration 76Q: 3 clusters Score -1.517478e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -15174791.000000 Penalty: 3797.765625
	Iteration 77Q: 3 clusters Score -1.517479e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -15174790.000000 Penalty: 3797.765625
	Iteration 78Q: 3 clusters Score -1.517479e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -15174823.000000 Penalty: 3797.765625
	Iteration 79Q: 3 clusters Score -1.517482e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -15174832.000000 Penalty: 3797.765625
	Iteration 80F: 3 clusters Score -1.517483e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -15174825.000000 Penalty: 3797.765625
	Iteration 81Q: 3 clusters Score -1.517482e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -15174821.000000 Penalty: 3797.765625
	Iteration 82Q: 3 clusters Score -1.517482e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -15174833.000000 Penalty: 3797.765625
	Iteration 83Q: 3 clusters Score -1.517483e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -15174829.000000 Penalty: 3797.765625
	Iteration 84Q: 3 clusters Score -1.517483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -15174834.000000 Penalty: 3797.765625
	Iteration 85Q: 3 clusters Score -1.517483e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -15174827.000000 Penalty: 3797.765625
	Iteration 86Q: 3 clusters Score -1.517483e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -15174820.000000 Penalty: 3797.765625
	Iteration 87Q: 3 clusters Score -1.517482e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -15174809.000000 Penalty: 3797.765625
	Iteration 88Q: 3 clusters Score -1.517481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -15174815.000000 Penalty: 3797.765625
	Iteration 89Q: 3 clusters Score -1.517482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -15174812.000000 Penalty: 3797.765625
	Iteration 90Q: 3 clusters Score -1.517481e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -15174811.000000 Penalty: 3797.765625
	Iteration 91Q: 3 clusters Score -1.517481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -15174802.000000 Penalty: 3797.765625
	Iteration 92Q: 3 clusters Score -1.51748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -15174806.000000 Penalty: 3797.765625
	Iteration 93Q: 3 clusters Score -1.517481e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -15174812.000000 Penalty: 3797.765625
	Iteration 94Q: 3 clusters Score -1.517481e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -15174800.000000 Penalty: 3797.765625
	Iteration 95Q: 3 clusters Score -1.51748e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -15174804.000000 Penalty: 3797.765625
	Iteration 96Q: 3 clusters Score -1.51748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -15174804.000000 Penalty: 3797.765625
	Iteration 97Q: 3 clusters Score -1.51748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -15174803.000000 Penalty: 3797.765625
	Iteration 98Q: 3 clusters Score -1.51748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -15174805.000000 Penalty: 3797.765625
	Iteration 99Q: 3 clusters Score -1.51748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -15174825.000000 Penalty: 3797.765625
	Iteration 100F: 3 clusters Score -1.517482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -15174827.000000 Penalty: 3797.765625
	Iteration 101Q: 3 clusters Score -1.517483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -15174820.000000 Penalty: 3797.765625
	Iteration 102Q: 3 clusters Score -1.517482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -15174823.000000 Penalty: 3797.765625
	Iteration 103Q: 3 clusters Score -1.517482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -15174813.000000 Penalty: 3797.765625
	Iteration 104Q: 3 clusters Score -1.517481e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -15174813.000000 Penalty: 3797.765625
	Iteration 105Q: 3 clusters Score -1.517481e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -15174833.000000 Penalty: 3797.765625
	Iteration 106Q: 3 clusters Score -1.517483e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -15174843.000000 Penalty: 3797.765625
	Iteration 107Q: 3 clusters Score -1.517484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -15174839.000000 Penalty: 3797.765625
	Iteration 108Q: 3 clusters Score -1.517484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69320 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.517482e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.517483e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -15174794.000000 Penalty: 3797.765625
	Iteration 111Q: 3 clusters Score -1.517479e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -15174789.000000 Penalty: 3797.765625
	Iteration 112Q: 3 clusters Score -1.517479e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -15174773.000000 Penalty: 3797.765625
	Iteration 113Q: 3 clusters Score -1.517477e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -15174784.000000 Penalty: 3797.765625
	Iteration 114Q: 3 clusters Score -1.517478e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -15174791.000000 Penalty: 3797.765625
	Iteration 115Q: 3 clusters Score -1.517479e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -15174785.000000 Penalty: 3797.765625
	Iteration 116Q: 3 clusters Score -1.517478e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -15174784.000000 Penalty: 3797.765625
	Iteration 117Q: 3 clusters Score -1.517478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -15174794.000000 Penalty: 3797.765625
	Iteration 118Q: 3 clusters Score -1.517479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -15174790.000000 Penalty: 3797.765625
	Iteration 119Q: 3 clusters Score -1.517479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -15174800.000000 Penalty: 3797.765625
	Iteration 120F: 3 clusters Score -1.51748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -15174796.000000 Penalty: 3797.765625
	Iteration 121Q: 3 clusters Score -1.51748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -15174809.000000 Penalty: 3797.765625
	Iteration 122Q: 3 clusters Score -1.517481e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -15174825.000000 Penalty: 3797.765625
	Iteration 123Q: 3 clusters Score -1.517482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -15174826.000000 Penalty: 3797.765625
	Iteration 124Q: 3 clusters Score -1.517483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -15174824.000000 Penalty: 3797.765625
	Iteration 125Q: 3 clusters Score -1.517482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -15174834.000000 Penalty: 3797.765625
	Iteration 126Q: 3 clusters Score -1.517483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -15174832.000000 Penalty: 3797.765625
	Iteration 127Q: 3 clusters Score -1.517483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -15174845.000000 Penalty: 3797.765625
	Iteration 128Q: 3 clusters Score -1.517484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -15174850.000000 Penalty: 3797.765625
	Iteration 129Q: 3 clusters Score -1.517485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -15174844.000000 Penalty: 3797.765625
	Iteration 130Q: 3 clusters Score -1.517484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -15174845.000000 Penalty: 3797.765625
	Iteration 131Q: 3 clusters Score -1.517484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -15174840.000000 Penalty: 3797.765625
	Iteration 132Q: 3 clusters Score -1.517484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -15174847.000000 Penalty: 3797.765625
	Iteration 133Q: 3 clusters Score -1.517485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -15174857.000000 Penalty: 3797.765625
	Iteration 134Q: 3 clusters Score -1.517486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -15174853.000000 Penalty: 3797.765625
	Iteration 135Q: 3 clusters Score -1.517485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -15174847.000000 Penalty: 3797.765625
	Iteration 136Q: 3 clusters Score -1.517485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -15174846.000000 Penalty: 3797.765625
	Iteration 137Q: 3 clusters Score -1.517485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -15174831.000000 Penalty: 3797.765625
	Iteration 138Q: 3 clusters Score -1.517483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -15174837.000000 Penalty: 3797.765625
	Iteration 139Q: 3 clusters Score -1.517484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -15174856.000000 Penalty: 3797.765625
	Iteration 140F: 3 clusters Score -1.517486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -15174857.000000 Penalty: 3797.765625
	Iteration 141Q: 3 clusters Score -1.517486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -15174862.000000 Penalty: 3797.765625
	Iteration 142Q: 3 clusters Score -1.517486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -15174868.000000 Penalty: 3797.765625
	Iteration 143Q: 3 clusters Score -1.517487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -15174876.000000 Penalty: 3797.765625
	Iteration 144Q: 3 clusters Score -1.517488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -15174875.000000 Penalty: 3797.765625
	Iteration 145Q: 3 clusters Score -1.517488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -15174882.000000 Penalty: 3797.765625
	Iteration 146Q: 3 clusters Score -1.517488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -15174899.000000 Penalty: 3797.765625
	Iteration 147Q: 3 clusters Score -1.51749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -15174889.000000 Penalty: 3797.765625
	Iteration 148Q: 3 clusters Score -1.517489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -15174893.000000 Penalty: 3797.765625
	Iteration 149Q: 3 clusters Score -1.517489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -15174882.000000 Penalty: 3797.765625
	Iteration 150Q: 3 clusters Score -1.517488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -15174887.000000 Penalty: 3797.765625
	Iteration 151Q: 3 clusters Score -1.517489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -15174890.000000 Penalty: 3797.765625
	Iteration 152Q: 3 clusters Score -1.517489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -15174890.000000 Penalty: 3797.765625
	Iteration 153Q: 3 clusters Score -1.517489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70318 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -15174892.000000 Penalty: 3797.765625
	Iteration 154Q: 3 clusters Score -1.517489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -15174881.000000 Penalty: 3797.765625
	Iteration 155Q: 3 clusters Score -1.517488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -15174884.000000 Penalty: 3797.765625
	Iteration 156Q: 3 clusters Score -1.517488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -15174886.000000 Penalty: 3797.765625
	Iteration 157Q: 3 clusters Score -1.517489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -15174899.000000 Penalty: 3797.765625
	Iteration 158Q: 3 clusters Score -1.51749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -15174889.000000 Penalty: 3797.765625
	Iteration 159Q: 3 clusters Score -1.517489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -15174880.000000 Penalty: 3797.765625
	Iteration 160F: 3 clusters Score -1.517488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -15174873.000000 Penalty: 3797.765625
	Iteration 161Q: 3 clusters Score -1.517487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -15174873.000000 Penalty: 3797.765625
	Iteration 162Q: 3 clusters Score -1.517487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -15174871.000000 Penalty: 3797.765625
	Iteration 163Q: 3 clusters Score -1.517487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -15174864.000000 Penalty: 3797.765625
	Iteration 164Q: 3 clusters Score -1.517486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -15174872.000000 Penalty: 3797.765625
	Iteration 165Q: 3 clusters Score -1.517487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -15174872.000000 Penalty: 3797.765625
	Iteration 166F: 3 clusters Score -1.517487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 112641 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13018 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 108704 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 70357 members 
Mstep: Class 10 contains 21515 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 15 contains 48471 members 
Mstep: Class 16 contains 103668 members 
Mstep: Class 19 contains 84388 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
Score: -72801488.000000 Penalty: 38813.050781
Splitting cluster 9 changes total score from -72802168.000000 to -72801488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (21515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Entering Unmasked Estep 
Score: -2711011.500000 Penalty: 1621.182129
	Iteration 0F: 2 clusters Score -2711012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2696512.750000 Penalty: 3242.364258
	Iteration 0F: 3 clusters Score -2696513 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2701701.500000 Penalty: 3242.364258
	Iteration 1F: 3 clusters Score -2701702 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2701996.000000 Penalty: 3242.364258
	Iteration 2Q: 3 clusters Score -2701996 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2702262.750000 Penalty: 3242.364258
	Iteration 3Q: 3 clusters Score -2702263 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2702544.250000 Penalty: 3242.364258
	Iteration 4Q: 3 clusters Score -2702544 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2702921.750000 Penalty: 3242.364258
	Iteration 5Q: 3 clusters Score -2702922 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2703463.000000 Penalty: 3242.364258
	Iteration 6Q: 3 clusters Score -2703463 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2704335.750000 Penalty: 3242.364258
	Iteration 7F: 3 clusters Score -2704336 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2705424.500000 Penalty: 3242.364258
	Iteration 8F: 3 clusters Score -2705424 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2706573.250000 Penalty: 3242.364258
	Iteration 9F: 3 clusters Score -2706573 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2707654.750000 Penalty: 3242.364258
	Iteration 10F: 3 clusters Score -2707655 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2708513.000000 Penalty: 3242.364258
	Iteration 11Q: 3 clusters Score -2708513 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2709020.250000 Penalty: 3242.364258
	Iteration 12Q: 3 clusters Score -2709020 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2709279.500000 Penalty: 3242.364258
	Iteration 13Q: 3 clusters Score -2709280 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2709404.500000 Penalty: 3242.364258
	Iteration 14Q: 3 clusters Score -2709404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2709494.000000 Penalty: 3242.364258
	Iteration 15Q: 3 clusters Score -2709494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2709540.500000 Penalty: 3242.364258
	Iteration 16Q: 3 clusters Score -2709540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2709578.250000 Penalty: 3242.364258
	Iteration 17Q: 3 clusters Score -2709578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2709595.250000 Penalty: 3242.364258
	Iteration 18Q: 3 clusters Score -2709595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2709617.500000 Penalty: 3242.364258
	Iteration 19Q: 3 clusters Score -2709618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2709622.000000 Penalty: 3242.364258
	Iteration 20F: 3 clusters Score -2709622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2709628.750000 Penalty: 3242.364258
	Iteration 21Q: 3 clusters Score -2709629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2709631.500000 Penalty: 3242.364258
	Iteration 22Q: 3 clusters Score -2709632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2709631.500000 Penalty: 3242.364258
	Iteration 23F: 3 clusters Score -2709632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -55437.167969 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -55437.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54329.640625 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -54329.64 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54506.687500 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -54506.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54571.933594 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -54571.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54600.957031 Penalty: 2032.494385
	Iteration 3Q: 3 clusters Score -54600.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54617.289062 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -54617.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54623.988281 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -54623.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54626.164062 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -54626.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54627.976562 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -54627.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54627.976562 Penalty: 2032.494385
	Iteration 8F: 3 clusters Score -54627.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -52847.574219 Penalty: 941.364685
	Iteration 0F: 2 clusters Score -52847.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51926.257812 Penalty: 1882.729370
	Iteration 0F: 3 clusters Score -51926.26 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52012.097656 Penalty: 1882.729370
	Iteration 1F: 3 clusters Score -52012.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52039.140625 Penalty: 1882.729370
	Iteration 2Q: 3 clusters Score -52039.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52058.019531 Penalty: 1882.729370
	Iteration 3Q: 3 clusters Score -52058.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52074.402344 Penalty: 1882.729370
	Iteration 4Q: 3 clusters Score -52074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52075.558594 Penalty: 1882.729370
	Iteration 5Q: 3 clusters Score -52075.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52081.523438 Penalty: 1882.729370
	Iteration 6Q: 3 clusters Score -52081.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52082.238281 Penalty: 1882.729370
	Iteration 7Q: 3 clusters Score -52082.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52082.238281 Penalty: 1882.729370
	Iteration 8F: 3 clusters Score -52082.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -36559.894531 Penalty: 975.229919
	Iteration 0F: 2 clusters Score -36559.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35604.433594 Penalty: 1950.459839
	Iteration 0F: 3 clusters Score -35604.43 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35825.625000 Penalty: 1950.459839
	Iteration 1F: 3 clusters Score -35825.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35915.347656 Penalty: 1950.459839
	Iteration 2F: 3 clusters Score -35915.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35944.964844 Penalty: 1950.459839
	Iteration 3Q: 3 clusters Score -35944.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35962.531250 Penalty: 1950.459839
	Iteration 4Q: 3 clusters Score -35962.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35975.234375 Penalty: 1950.459839
	Iteration 5Q: 3 clusters Score -35975.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35984.238281 Penalty: 1950.459839
	Iteration 6Q: 3 clusters Score -35984.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35986.847656 Penalty: 1950.459839
	Iteration 7Q: 3 clusters Score -35986.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35988.449219 Penalty: 1950.459839
	Iteration 8Q: 3 clusters Score -35988.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35988.906250 Penalty: 1950.459839
	Iteration 9Q: 3 clusters Score -35988.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35988.906250 Penalty: 1950.459839
	Iteration 10F: 3 clusters Score -35988.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -27663.775391 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -27663.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26881.960938 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -26881.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26985.527344 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -26985.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27019.583984 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -27019.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27036.837891 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -27036.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27051.498047 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -27051.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27058.859375 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -27058.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27069.947266 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -27069.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27071.132812 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -27071.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27071.132812 Penalty: 1840.462158
	Iteration 8F: 3 clusters Score -27071.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (103668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103668 members 
Entering Unmasked Estep 
Score: -13130970.000000 Penalty: 1876.704102
	Iteration 0F: 2 clusters Score -1.313097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -13062650.000000 Penalty: 3753.408203
	Iteration 0F: 3 clusters Score -1.306265e+07 nChanged 49781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -13092125.000000 Penalty: 3753.408203
	Iteration 1F: 3 clusters Score -1.309212e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -13093776.000000 Penalty: 3753.408203
	Iteration 2Q: 3 clusters Score -1.309378e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -13096454.000000 Penalty: 3753.408203
	Iteration 3F: 3 clusters Score -1.309645e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -13100892.000000 Penalty: 3753.408203
	Iteration 4F: 3 clusters Score -1.310089e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -13107364.000000 Penalty: 3753.408203
	Iteration 5F: 3 clusters Score -1.310736e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -13114493.000000 Penalty: 3753.408203
	Iteration 6F: 3 clusters Score -1.311449e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -13119851.000000 Penalty: 3753.408203
	Iteration 7F: 3 clusters Score -1.311985e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -13122869.000000 Penalty: 3753.408203
	Iteration 8Q: 3 clusters Score -1.312287e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -13124182.000000 Penalty: 3753.408203
	Iteration 9Q: 3 clusters Score -1.312418e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -13125110.000000 Penalty: 3753.408203
	Iteration 10Q: 3 clusters Score -1.312511e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -13125893.000000 Penalty: 3753.408203
	Iteration 11Q: 3 clusters Score -1.312589e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -13126431.000000 Penalty: 3753.408203
	Iteration 12Q: 3 clusters Score -1.312643e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -13126848.000000 Penalty: 3753.408203
	Iteration 13Q: 3 clusters Score -1.312685e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -13127301.000000 Penalty: 3753.408203
	Iteration 14Q: 3 clusters Score -1.31273e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -13127597.000000 Penalty: 3753.408203
	Iteration 15Q: 3 clusters Score -1.31276e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -13127907.000000 Penalty: 3753.408203
	Iteration 16Q: 3 clusters Score -1.312791e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -13128087.000000 Penalty: 3753.408203
	Iteration 17Q: 3 clusters Score -1.312809e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -13128307.000000 Penalty: 3753.408203
	Iteration 18Q: 3 clusters Score -1.312831e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -13128512.000000 Penalty: 3753.408203
	Iteration 19Q: 3 clusters Score -1.312851e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -13128708.000000 Penalty: 3753.408203
	Iteration 20F: 3 clusters Score -1.312871e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -13128892.000000 Penalty: 3753.408203
	Iteration 21Q: 3 clusters Score -1.312889e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -13129057.000000 Penalty: 3753.408203
	Iteration 22Q: 3 clusters Score -1.312906e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -13129094.000000 Penalty: 3753.408203
	Iteration 23Q: 3 clusters Score -1.312909e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -13129197.000000 Penalty: 3753.408203
	Iteration 24Q: 3 clusters Score -1.31292e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -13129307.000000 Penalty: 3753.408203
	Iteration 25Q: 3 clusters Score -1.312931e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99529 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -13129428.000000 Penalty: 3753.408203
	Iteration 26Q: 3 clusters Score -1.312943e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -13129555.000000 Penalty: 3753.408203
	Iteration 27Q: 3 clusters Score -1.312956e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -13129663.000000 Penalty: 3753.408203
	Iteration 28Q: 3 clusters Score -1.312966e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -13129771.000000 Penalty: 3753.408203
	Iteration 29Q: 3 clusters Score -1.312977e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -13129829.000000 Penalty: 3753.408203
	Iteration 30Q: 3 clusters Score -1.312983e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -13129873.000000 Penalty: 3753.408203
	Iteration 31Q: 3 clusters Score -1.312987e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -13129884.000000 Penalty: 3753.408203
	Iteration 32Q: 3 clusters Score -1.312988e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -13129934.000000 Penalty: 3753.408203
	Iteration 33Q: 3 clusters Score -1.312993e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13129990.000000 Penalty: 3753.408203
	Iteration 34Q: 3 clusters Score -1.312999e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -13130029.000000 Penalty: 3753.408203
	Iteration 35Q: 3 clusters Score -1.313003e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -13130040.000000 Penalty: 3753.408203
	Iteration 36Q: 3 clusters Score -1.313004e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -13130053.000000 Penalty: 3753.408203
	Iteration 37Q: 3 clusters Score -1.313005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -13130065.000000 Penalty: 3753.408203
	Iteration 38Q: 3 clusters Score -1.313006e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -13130068.000000 Penalty: 3753.408203
	Iteration 39Q: 3 clusters Score -1.313007e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -13130080.000000 Penalty: 3753.408203
	Iteration 40F: 3 clusters Score -1.313008e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -13130065.000000 Penalty: 3753.408203
	Iteration 41Q: 3 clusters Score -1.313006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -13130058.000000 Penalty: 3753.408203
	Iteration 42Q: 3 clusters Score -1.313006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -13130071.000000 Penalty: 3753.408203
	Iteration 43Q: 3 clusters Score -1.313007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -13130067.000000 Penalty: 3753.408203
	Iteration 44Q: 3 clusters Score -1.313007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -13130069.000000 Penalty: 3753.408203
	Iteration 45Q: 3 clusters Score -1.313007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -13130074.000000 Penalty: 3753.408203
	Iteration 46Q: 3 clusters Score -1.313007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -13130071.000000 Penalty: 3753.408203
	Iteration 47Q: 3 clusters Score -1.313007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101166 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -13130079.000000 Penalty: 3753.408203
	Iteration 48Q: 3 clusters Score -1.313008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -13130078.000000 Penalty: 3753.408203
	Iteration 49Q: 3 clusters Score -1.313008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13130078.000000 Penalty: 3753.408203
	Iteration 50Q: 3 clusters Score -1.313008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -13130075.000000 Penalty: 3753.408203
	Iteration 51Q: 3 clusters Score -1.313008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -13130076.000000 Penalty: 3753.408203
	Iteration 52Q: 3 clusters Score -1.313008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -13130079.000000 Penalty: 3753.408203
	Iteration 53Q: 3 clusters Score -1.313008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -13130074.000000 Penalty: 3753.408203
	Iteration 54Q: 3 clusters Score -1.313007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -13130074.000000 Penalty: 3753.408203
	Iteration 55F: 3 clusters Score -1.313007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (84388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84388 members 
Entering Unmasked Estep 
Score: -10785360.000000 Penalty: 1843.266846
	Iteration 0F: 2 clusters Score -1.078536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -10730002.000000 Penalty: 3686.533691
	Iteration 0F: 3 clusters Score -1.073e+07 nChanged 40066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -10753824.000000 Penalty: 3686.533691
	Iteration 1F: 3 clusters Score -1.075382e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -10755061.000000 Penalty: 3686.533691
	Iteration 2Q: 3 clusters Score -1.075506e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -10756808.000000 Penalty: 3686.533691
	Iteration 3Q: 3 clusters Score -1.075681e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -10759407.000000 Penalty: 3686.533691
	Iteration 4F: 3 clusters Score -1.075941e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -10762720.000000 Penalty: 3686.533691
	Iteration 5F: 3 clusters Score -1.076272e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -10766540.000000 Penalty: 3686.533691
	Iteration 6F: 3 clusters Score -1.076654e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -10770913.000000 Penalty: 3686.533691
	Iteration 7F: 3 clusters Score -1.077091e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -10774938.000000 Penalty: 3686.533691
	Iteration 8F: 3 clusters Score -1.077494e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -10777377.000000 Penalty: 3686.533691
	Iteration 9Q: 3 clusters Score -1.077738e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -10778600.000000 Penalty: 3686.533691
	Iteration 10Q: 3 clusters Score -1.07786e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -10779418.000000 Penalty: 3686.533691
	Iteration 11Q: 3 clusters Score -1.077942e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -10779978.000000 Penalty: 3686.533691
	Iteration 12Q: 3 clusters Score -1.077998e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -10780477.000000 Penalty: 3686.533691
	Iteration 13Q: 3 clusters Score -1.078048e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -10780806.000000 Penalty: 3686.533691
	Iteration 14Q: 3 clusters Score -1.078081e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -10781065.000000 Penalty: 3686.533691
	Iteration 15Q: 3 clusters Score -1.078106e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -10781271.000000 Penalty: 3686.533691
	Iteration 16Q: 3 clusters Score -1.078127e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -10781437.000000 Penalty: 3686.533691
	Iteration 17Q: 3 clusters Score -1.078144e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -10781693.000000 Penalty: 3686.533691
	Iteration 18Q: 3 clusters Score -1.078169e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70988 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -10781909.000000 Penalty: 3686.533691
	Iteration 19Q: 3 clusters Score -1.078191e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -10782182.000000 Penalty: 3686.533691
	Iteration 20F: 3 clusters Score -1.078218e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -10782522.000000 Penalty: 3686.533691
	Iteration 21Q: 3 clusters Score -1.078252e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -10782857.000000 Penalty: 3686.533691
	Iteration 22Q: 3 clusters Score -1.078286e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -10783079.000000 Penalty: 3686.533691
	Iteration 23Q: 3 clusters Score -1.078308e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -10783273.000000 Penalty: 3686.533691
	Iteration 24Q: 3 clusters Score -1.078327e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -10783452.000000 Penalty: 3686.533691
	Iteration 25Q: 3 clusters Score -1.078345e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -10783603.000000 Penalty: 3686.533691
	Iteration 26Q: 3 clusters Score -1.07836e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -10783744.000000 Penalty: 3686.533691
	Iteration 27Q: 3 clusters Score -1.078374e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -10783851.000000 Penalty: 3686.533691
	Iteration 28Q: 3 clusters Score -1.078385e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81343 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10783928.000000 Penalty: 3686.533691
	Iteration 29Q: 3 clusters Score -1.078393e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -10784001.000000 Penalty: 3686.533691
	Iteration 30Q: 3 clusters Score -1.0784e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -10784044.000000 Penalty: 3686.533691
	Iteration 31Q: 3 clusters Score -1.078404e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10784056.000000 Penalty: 3686.533691
	Iteration 32Q: 3 clusters Score -1.078406e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10784101.000000 Penalty: 3686.533691
	Iteration 33Q: 3 clusters Score -1.07841e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10784124.000000 Penalty: 3686.533691
	Iteration 34Q: 3 clusters Score -1.078412e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10784134.000000 Penalty: 3686.533691
	Iteration 35Q: 3 clusters Score -1.078413e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10784118.000000 Penalty: 3686.533691
	Iteration 36Q: 3 clusters Score -1.078412e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10784114.000000 Penalty: 3686.533691
	Iteration 37Q: 3 clusters Score -1.078411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10784122.000000 Penalty: 3686.533691
	Iteration 38Q: 3 clusters Score -1.078412e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10784114.000000 Penalty: 3686.533691
	Iteration 39Q: 3 clusters Score -1.078411e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10784106.000000 Penalty: 3686.533691
	Iteration 40F: 3 clusters Score -1.078411e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10784106.000000 Penalty: 3686.533691
	Iteration 41Q: 3 clusters Score -1.078411e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10784119.000000 Penalty: 3686.533691
	Iteration 42Q: 3 clusters Score -1.078412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10784105.000000 Penalty: 3686.533691
	Iteration 43Q: 3 clusters Score -1.07841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10784104.000000 Penalty: 3686.533691
	Iteration 44Q: 3 clusters Score -1.07841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10784102.000000 Penalty: 3686.533691
	Iteration 45Q: 3 clusters Score -1.07841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10784095.000000 Penalty: 3686.533691
	Iteration 46Q: 3 clusters Score -1.07841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10784090.000000 Penalty: 3686.533691
	Iteration 47Q: 3 clusters Score -1.078409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10784075.000000 Penalty: 3686.533691
	Iteration 48Q: 3 clusters Score -1.078408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83450 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10784071.000000 Penalty: 3686.533691
	Iteration 49Q: 3 clusters Score -1.078407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10784083.000000 Penalty: 3686.533691
	Iteration 50Q: 3 clusters Score -1.078408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10784091.000000 Penalty: 3686.533691
	Iteration 51Q: 3 clusters Score -1.078409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10784084.000000 Penalty: 3686.533691
	Iteration 52Q: 3 clusters Score -1.078408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10784086.000000 Penalty: 3686.533691
	Iteration 53Q: 3 clusters Score -1.078409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10784089.000000 Penalty: 3686.533691
	Iteration 54Q: 3 clusters Score -1.078409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10784102.000000 Penalty: 3686.533691
	Iteration 55Q: 3 clusters Score -1.07841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10784100.000000 Penalty: 3686.533691
	Iteration 56Q: 3 clusters Score -1.07841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10784102.000000 Penalty: 3686.533691
	Iteration 57Q: 3 clusters Score -1.07841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10784111.000000 Penalty: 3686.533691
	Iteration 58Q: 3 clusters Score -1.078411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10784113.000000 Penalty: 3686.533691
	Iteration 59Q: 3 clusters Score -1.078411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10784116.000000 Penalty: 3686.533691
	Iteration 60F: 3 clusters Score -1.078412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10784111.000000 Penalty: 3686.533691
	Iteration 61Q: 3 clusters Score -1.078411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10784106.000000 Penalty: 3686.533691
	Iteration 62Q: 3 clusters Score -1.078411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10784100.000000 Penalty: 3686.533691
	Iteration 63Q: 3 clusters Score -1.07841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10784099.000000 Penalty: 3686.533691
	Iteration 64Q: 3 clusters Score -1.07841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10784100.000000 Penalty: 3686.533691
	Iteration 65Q: 3 clusters Score -1.07841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10784107.000000 Penalty: 3686.533691
	Iteration 66Q: 3 clusters Score -1.078411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10784099.000000 Penalty: 3686.533691
	Iteration 67Q: 3 clusters Score -1.07841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10784094.000000 Penalty: 3686.533691
	Iteration 68Q: 3 clusters Score -1.078409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10784088.000000 Penalty: 3686.533691
	Iteration 69Q: 3 clusters Score -1.078409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10784092.000000 Penalty: 3686.533691
	Iteration 70Q: 3 clusters Score -1.078409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10784093.000000 Penalty: 3686.533691
	Iteration 71Q: 3 clusters Score -1.078409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10784092.000000 Penalty: 3686.533691
	Iteration 72Q: 3 clusters Score -1.078409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10784098.000000 Penalty: 3686.533691
	Iteration 73Q: 3 clusters Score -1.07841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10784094.000000 Penalty: 3686.533691
	Iteration 74Q: 3 clusters Score -1.078409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10784095.000000 Penalty: 3686.533691
	Iteration 75Q: 3 clusters Score -1.07841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10784097.000000 Penalty: 3686.533691
	Iteration 76Q: 3 clusters Score -1.07841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10784096.000000 Penalty: 3686.533691
	Iteration 77Q: 3 clusters Score -1.07841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10784093.000000 Penalty: 3686.533691
	Iteration 78Q: 3 clusters Score -1.078409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10784100.000000 Penalty: 3686.533691
	Iteration 79Q: 3 clusters Score -1.07841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10784097.000000 Penalty: 3686.533691
	Iteration 80F: 3 clusters Score -1.07841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10784097.000000 Penalty: 3686.533691
	Iteration 81Q: 3 clusters Score -1.07841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10784095.000000 Penalty: 3686.533691
	Iteration 82Q: 3 clusters Score -1.07841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10784101.000000 Penalty: 3686.533691
	Iteration 83Q: 3 clusters Score -1.07841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10784103.000000 Penalty: 3686.533691
	Iteration 84Q: 3 clusters Score -1.07841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10784096.000000 Penalty: 3686.533691
	Iteration 85Q: 3 clusters Score -1.07841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10784099.000000 Penalty: 3686.533691
	Iteration 86Q: 3 clusters Score -1.07841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10784099.000000 Penalty: 3686.533691
	Iteration 87F: 3 clusters Score -1.07841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -623655.875000 Penalty: 1386.719238
	Iteration 0F: 2 clusters Score -623655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -619604.062500 Penalty: 2773.438477
	Iteration 0F: 3 clusters Score -619604.1 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -620639.750000 Penalty: 2773.438477
	Iteration 1F: 3 clusters Score -620639.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -620836.937500 Penalty: 2773.438477
	Iteration 2F: 3 clusters Score -620836.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -621096.625000 Penalty: 2773.438477
	Iteration 3F: 3 clusters Score -621096.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -621341.625000 Penalty: 2773.438477
	Iteration 4F: 3 clusters Score -621341.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -621572.687500 Penalty: 2773.438477
	Iteration 5F: 3 clusters Score -621572.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -621778.687500 Penalty: 2773.438477
	Iteration 6F: 3 clusters Score -621778.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -621989.750000 Penalty: 2773.438477
	Iteration 7F: 3 clusters Score -621989.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -622185.750000 Penalty: 2773.438477
	Iteration 8Q: 3 clusters Score -622185.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -622391.062500 Penalty: 2773.438477
	Iteration 9Q: 3 clusters Score -622391.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -622576.375000 Penalty: 2773.438477
	Iteration 10Q: 3 clusters Score -622576.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -622703.062500 Penalty: 2773.438477
	Iteration 11Q: 3 clusters Score -622703.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -622781.000000 Penalty: 2773.438477
	Iteration 12Q: 3 clusters Score -622781 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -622835.062500 Penalty: 2773.438477
	Iteration 13Q: 3 clusters Score -622835.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -622878.750000 Penalty: 2773.438477
	Iteration 14Q: 3 clusters Score -622878.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -622910.562500 Penalty: 2773.438477
	Iteration 15Q: 3 clusters Score -622910.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -622930.500000 Penalty: 2773.438477
	Iteration 16Q: 3 clusters Score -622930.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -622945.375000 Penalty: 2773.438477
	Iteration 17Q: 3 clusters Score -622945.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -622955.312500 Penalty: 2773.438477
	Iteration 18Q: 3 clusters Score -622955.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -622959.062500 Penalty: 2773.438477
	Iteration 19Q: 3 clusters Score -622959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -622959.812500 Penalty: 2773.438477
	Iteration 20F: 3 clusters Score -622959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -622961.687500 Penalty: 2773.438477
	Iteration 21Q: 3 clusters Score -622961.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -622965.562500 Penalty: 2773.438477
	Iteration 22Q: 3 clusters Score -622965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -622966.687500 Penalty: 2773.438477
	Iteration 23Q: 3 clusters Score -622966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -622965.937500 Penalty: 2773.438477
	Iteration 24Q: 3 clusters Score -622965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -622967.875000 Penalty: 2773.438477
	Iteration 25Q: 3 clusters Score -622967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -622966.437500 Penalty: 2773.438477
	Iteration 26Q: 3 clusters Score -622966.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -622966.437500 Penalty: 2773.438477
	Iteration 27F: 3 clusters Score -622966.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 112641 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13018 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 108704 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118828 members 
Mstep: Class 10 contains 21515 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 103668 members 
Mstep: Class 19 contains 84388 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801688.000000 Penalty: 36656.769531
Iteration 119Q: 18 clusters Score -7.280169e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 112508 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13030 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3261 members 
Mstep: Class 6 contains 108720 members 
Mstep: Class 7 contains 5497 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 118915 members 
Mstep: Class 10 contains 21567 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 104095 members 
Mstep: Class 19 contains 83898 members 
Mstep: Class 20 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801720.000000 Penalty: 36656.769531
Iteration 120F: 18 clusters Score -7.280172e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 3 contains 13035 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 108721 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 119013 members 
Mstep: Class 10 contains 21615 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 104546 members 
Mstep: Class 19 contains 83292 members 
Mstep: Class 20 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801376.000000 Penalty: 36656.769531
Iteration 121Q: 18 clusters Score -7.280138e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 3 contains 13052 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 6 contains 108723 members 
Mstep: Class 7 contains 5591 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 119128 members 
Mstep: Class 10 contains 21664 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 105017 members 
Mstep: Class 19 contains 82599 members 
Mstep: Class 20 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800944.000000 Penalty: 36656.769531
Iteration 122Q: 18 clusters Score -7.280094e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 112420 members 
Mstep: Class 2 contains 332 members 
Mstep: Class 3 contains 13091 members 
Mstep: Class 4 contains 215 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 108742 members 
Mstep: Class 7 contains 5650 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 119319 members 
Mstep: Class 10 contains 21716 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 407 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 105527 members 
Mstep: Class 19 contains 81806 members 
Mstep: Class 20 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800584.000000 Penalty: 36656.769531
Iteration 123Q: 18 clusters Score -7.280058e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 112350 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 13121 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3235 members 
Mstep: Class 6 contains 108765 members 
Mstep: Class 7 contains 5706 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 119506 members 
Mstep: Class 10 contains 21764 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 408 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 106079 members 
Mstep: Class 19 contains 80986 members 
Mstep: Class 20 contains 5057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800472.000000 Penalty: 36656.769531
Iteration 124Q: 18 clusters Score -7.280047e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 112146 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 13199 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 108796 members 
Mstep: Class 7 contains 5755 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 119759 members 
Mstep: Class 10 contains 21816 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 408 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 106680 members 
Mstep: Class 19 contains 80144 members 
Mstep: Class 20 contains 5051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800160.000000 Penalty: 36656.769531
Iteration 125Q: 18 clusters Score -7.280016e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 111930 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 13287 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 108831 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 120012 members 
Mstep: Class 10 contains 21871 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 406 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 16 contains 107319 members 
Mstep: Class 19 contains 79255 members 
Mstep: Class 20 contains 5048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799584.000000 Penalty: 36656.769531
Iteration 126Q: 18 clusters Score -7.279958e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 111715 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 13391 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 108867 members 
Mstep: Class 7 contains 5876 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 120187 members 
Mstep: Class 10 contains 21936 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 290 members 
Mstep: Class 16 contains 107949 members 
Mstep: Class 19 contains 78413 members 
Mstep: Class 20 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799248.000000 Penalty: 36656.769531
Iteration 127Q: 18 clusters Score -7.279925e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 111524 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 13542 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 108896 members 
Mstep: Class 7 contains 5942 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 120375 members 
Mstep: Class 10 contains 22002 members 
Mstep: Class 11 contains 523 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 292 members 
Mstep: Class 16 contains 108520 members 
Mstep: Class 19 contains 77533 members 
Mstep: Class 20 contains 5051 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 18 clusters Score -7.27989e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 111380 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 13707 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 108913 members 
Mstep: Class 7 contains 6020 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 120578 members 
Mstep: Class 10 contains 22080 members 
Mstep: Class 11 contains 523 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 403 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 16 contains 109112 members 
Mstep: Class 19 contains 76561 members 
Mstep: Class 20 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 18 clusters Score -7.279859e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 111191 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 13870 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 108916 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 120730 members 
Mstep: Class 10 contains 22156 members 
Mstep: Class 11 contains 523 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 295 members 
Mstep: Class 16 contains 109787 members 
Mstep: Class 19 contains 75623 members 
Mstep: Class 20 contains 5049 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 18 clusters Score -7.279838e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 110973 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 14036 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 108925 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 120874 members 
Mstep: Class 10 contains 22243 members 
Mstep: Class 11 contains 523 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 16 contains 110497 members 
Mstep: Class 19 contains 74658 members 
Mstep: Class 20 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 18 clusters Score -7.279808e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 110803 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 14191 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 108914 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 121023 members 
Mstep: Class 10 contains 22358 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 16 contains 111159 members 
Mstep: Class 19 contains 73674 members 
Mstep: Class 20 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 18 clusters Score -7.27979e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 14351 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 108868 members 
Mstep: Class 7 contains 6311 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 121249 members 
Mstep: Class 10 contains 22450 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 16 contains 111847 members 
Mstep: Class 19 contains 72720 members 
Mstep: Class 20 contains 5048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797440.000000 Penalty: 36656.769531
Iteration 133Q: 18 clusters Score -7.279744e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 14528 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 108819 members 
Mstep: Class 7 contains 6387 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 121454 members 
Mstep: Class 10 contains 22541 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 16 contains 112563 members 
Mstep: Class 19 contains 71754 members 
Mstep: Class 20 contains 5043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797080.000000 Penalty: 36656.769531
Iteration 134Q: 18 clusters Score -7.279708e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 110074 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3147 members 
Mstep: Class 6 contains 108758 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 121641 members 
Mstep: Class 10 contains 22628 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 16 contains 113294 members 
Mstep: Class 19 contains 70822 members 
Mstep: Class 20 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796680.000000 Penalty: 36656.769531
Iteration 135Q: 18 clusters Score -7.279668e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 109784 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 14927 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3144 members 
Mstep: Class 6 contains 108673 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 121802 members 
Mstep: Class 10 contains 22692 members 
Mstep: Class 11 contains 523 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 296 members 
Mstep: Class 16 contains 114066 members 
Mstep: Class 19 contains 69932 members 
Mstep: Class 20 contains 5020 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 18 clusters Score -7.279678e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 15141 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3140 members 
Mstep: Class 6 contains 108587 members 
Mstep: Class 7 contains 6586 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 121912 members 
Mstep: Class 10 contains 22769 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 16 contains 114842 members 
Mstep: Class 19 contains 69035 members 
Mstep: Class 20 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 18 clusters Score -7.279686e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3151 members 
Mstep: Class 6 contains 108480 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 122065 members 
Mstep: Class 10 contains 22855 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 16 contains 115553 members 
Mstep: Class 19 contains 68195 members 
Mstep: Class 20 contains 5003 members 
Entering Unmasked Estep 
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Iteration 138Q: 18 clusters Score -7.279697e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 108950 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 15555 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3162 members 
Mstep: Class 6 contains 108363 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 122246 members 
Mstep: Class 10 contains 22935 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 16 contains 116303 members 
Mstep: Class 19 contains 67373 members 
Mstep: Class 20 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 18 clusters Score -7.279678e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 15767 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3161 members 
Mstep: Class 6 contains 108241 members 
Mstep: Class 7 contains 6731 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 122398 members 
Mstep: Class 10 contains 23010 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 16 contains 116967 members 
Mstep: Class 19 contains 66621 members 
Mstep: Class 20 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 18 clusters Score -7.279667e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 108420 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 15985 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 108131 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 122576 members 
Mstep: Class 10 contains 23101 members 
Mstep: Class 11 contains 523 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 16 contains 117546 members 
Mstep: Class 19 contains 65929 members 
Mstep: Class 20 contains 4954 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 18 clusters Score -7.279658e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 332 members 
Mstep: Class 3 contains 16199 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 108022 members 
Mstep: Class 7 contains 6794 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 122778 members 
Mstep: Class 10 contains 23179 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 403 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 16 contains 118049 members 
Mstep: Class 19 contains 65304 members 
Mstep: Class 20 contains 4927 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 18 clusters Score -7.279645e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 16423 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 6 contains 107938 members 
Mstep: Class 7 contains 6836 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 122906 members 
Mstep: Class 10 contains 23252 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 118530 members 
Mstep: Class 19 contains 64752 members 
Mstep: Class 20 contains 4917 members 
Entering Unmasked Estep 
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Iteration 143Q: 18 clusters Score -7.279628e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 107470 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 16693 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3198 members 
Mstep: Class 6 contains 107859 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 123050 members 
Mstep: Class 10 contains 23333 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 16 contains 118906 members 
Mstep: Class 19 contains 64268 members 
Mstep: Class 20 contains 4907 members 
Entering Unmasked Estep 
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Iteration 144Q: 18 clusters Score -7.279642e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 16919 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 107790 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 123110 members 
Mstep: Class 10 contains 23402 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 400 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 119238 members 
Mstep: Class 19 contains 63824 members 
Mstep: Class 20 contains 4895 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 18 clusters Score -7.27967e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 106973 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 17180 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3223 members 
Mstep: Class 6 contains 107735 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 123152 members 
Mstep: Class 10 contains 23463 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 119563 members 
Mstep: Class 19 contains 63435 members 
Mstep: Class 20 contains 4891 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 18 clusters Score -7.279661e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 17460 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3222 members 
Mstep: Class 6 contains 107684 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 123195 members 
Mstep: Class 10 contains 23533 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 119907 members 
Mstep: Class 19 contains 63083 members 
Mstep: Class 20 contains 4880 members 
Entering Unmasked Estep 
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Iteration 147Q: 18 clusters Score -7.27966e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 106276 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 17759 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 107640 members 
Mstep: Class 7 contains 6982 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 123218 members 
Mstep: Class 10 contains 23573 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 120291 members 
Mstep: Class 19 contains 62735 members 
Mstep: Class 20 contains 4870 members 
Entering Unmasked Estep 
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Iteration 148Q: 18 clusters Score -7.279652e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 18029 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 107595 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 123231 members 
Mstep: Class 10 contains 23605 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 120611 members 
Mstep: Class 19 contains 62432 members 
Mstep: Class 20 contains 4866 members 
Entering Unmasked Estep 
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Iteration 149Q: 18 clusters Score -7.27964e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 18318 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3239 members 
Mstep: Class 6 contains 107544 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 123283 members 
Mstep: Class 10 contains 23616 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 120920 members 
Mstep: Class 19 contains 62109 members 
Mstep: Class 20 contains 4861 members 
Entering Unmasked Estep 
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Iteration 150Q: 18 clusters Score -7.279625e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 18628 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 6 contains 107479 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 123322 members 
Mstep: Class 10 contains 23648 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 121226 members 
Mstep: Class 19 contains 61809 members 
Mstep: Class 20 contains 4852 members 
Entering Unmasked Estep 
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Iteration 151Q: 18 clusters Score -7.279617e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 18941 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 107422 members 
Mstep: Class 7 contains 7029 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 123365 members 
Mstep: Class 10 contains 23686 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 121446 members 
Mstep: Class 19 contains 61540 members 
Mstep: Class 20 contains 4845 members 
Entering Unmasked Estep 
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Iteration 152Q: 18 clusters Score -7.279608e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 19247 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 107345 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 123396 members 
Mstep: Class 10 contains 23724 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 121681 members 
Mstep: Class 19 contains 61309 members 
Mstep: Class 20 contains 4845 members 
Entering Unmasked Estep 
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Iteration 153Q: 18 clusters Score -7.279598e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 19566 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3324 members 
Mstep: Class 6 contains 107273 members 
Mstep: Class 7 contains 7034 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 123412 members 
Mstep: Class 10 contains 23758 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 121916 members 
Mstep: Class 19 contains 61091 members 
Mstep: Class 20 contains 4844 members 
Entering Unmasked Estep 
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Iteration 154Q: 18 clusters Score -7.279581e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 19877 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3344 members 
Mstep: Class 6 contains 107223 members 
Mstep: Class 7 contains 7045 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 123442 members 
Mstep: Class 10 contains 23800 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 122145 members 
Mstep: Class 19 contains 60912 members 
Mstep: Class 20 contains 4841 members 
Entering Unmasked Estep 
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Iteration 155Q: 18 clusters Score -7.27958e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 20197 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 107164 members 
Mstep: Class 7 contains 7059 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 123509 members 
Mstep: Class 10 contains 23814 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 122359 members 
Mstep: Class 19 contains 60749 members 
Mstep: Class 20 contains 4837 members 
Entering Unmasked Estep 
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Iteration 156Q: 18 clusters Score -7.279563e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 20491 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 107137 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 123584 members 
Mstep: Class 10 contains 23835 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 122538 members 
Mstep: Class 19 contains 60630 members 
Mstep: Class 20 contains 4828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795360.000000 Penalty: 36656.769531
Iteration 157Q: 18 clusters Score -7.279536e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 20800 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 107114 members 
Mstep: Class 7 contains 7075 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 123688 members 
Mstep: Class 10 contains 23866 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 122624 members 
Mstep: Class 19 contains 60536 members 
Mstep: Class 20 contains 4819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795488.000000 Penalty: 36656.769531
Iteration 158Q: 18 clusters Score -7.279549e+07 nChanged 1633
Entering ConstructFrom: 
Score: -72795488.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (102198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102198 members 
Entering Unmasked Estep 
Score: -13054560.000000 Penalty: 1874.383423
	Iteration 0F: 2 clusters Score -1.305456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -12989518.000000 Penalty: 3748.766846
	Iteration 0F: 3 clusters Score -1.298952e+07 nChanged 48990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -13018032.000000 Penalty: 3748.766846
	Iteration 1F: 3 clusters Score -1.301803e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -13019225.000000 Penalty: 3748.766846
	Iteration 2Q: 3 clusters Score -1.301922e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -13021115.000000 Penalty: 3748.766846
	Iteration 3Q: 3 clusters Score -1.302112e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -13024458.000000 Penalty: 3748.766846
	Iteration 4F: 3 clusters Score -1.302446e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -13029415.000000 Penalty: 3748.766846
	Iteration 5F: 3 clusters Score -1.302942e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -13035519.000000 Penalty: 3748.766846
	Iteration 6F: 3 clusters Score -1.303552e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -13041148.000000 Penalty: 3748.766846
	Iteration 7F: 3 clusters Score -1.304115e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -13044791.000000 Penalty: 3748.766846
	Iteration 8F: 3 clusters Score -1.304479e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -13046133.000000 Penalty: 3748.766846
	Iteration 9Q: 3 clusters Score -1.304613e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -13046666.000000 Penalty: 3748.766846
	Iteration 10Q: 3 clusters Score -1.304667e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -13046834.000000 Penalty: 3748.766846
	Iteration 11Q: 3 clusters Score -1.304683e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -13047029.000000 Penalty: 3748.766846
	Iteration 12Q: 3 clusters Score -1.304703e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -13047147.000000 Penalty: 3748.766846
	Iteration 13Q: 3 clusters Score -1.304715e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76554 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -13047307.000000 Penalty: 3748.766846
	Iteration 14Q: 3 clusters Score -1.304731e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -13047469.000000 Penalty: 3748.766846
	Iteration 15Q: 3 clusters Score -1.304747e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -13047535.000000 Penalty: 3748.766846
	Iteration 16Q: 3 clusters Score -1.304754e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -13047572.000000 Penalty: 3748.766846
	Iteration 17Q: 3 clusters Score -1.304757e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -13047631.000000 Penalty: 3748.766846
	Iteration 18Q: 3 clusters Score -1.304763e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -13047658.000000 Penalty: 3748.766846
	Iteration 19Q: 3 clusters Score -1.304766e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -13047630.000000 Penalty: 3748.766846
	Iteration 20F: 3 clusters Score -1.304763e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -13047720.000000 Penalty: 3748.766846
	Iteration 21Q: 3 clusters Score -1.304772e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -13047729.000000 Penalty: 3748.766846
	Iteration 22Q: 3 clusters Score -1.304773e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -13047754.000000 Penalty: 3748.766846
	Iteration 23Q: 3 clusters Score -1.304775e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -13047770.000000 Penalty: 3748.766846
	Iteration 24Q: 3 clusters Score -1.304777e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -13047699.000000 Penalty: 3748.766846
	Iteration 25Q: 3 clusters Score -1.30477e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -13047665.000000 Penalty: 3748.766846
	Iteration 26Q: 3 clusters Score -1.304766e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -13047638.000000 Penalty: 3748.766846
	Iteration 27Q: 3 clusters Score -1.304764e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -13047666.000000 Penalty: 3748.766846
	Iteration 28Q: 3 clusters Score -1.304767e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -13047692.000000 Penalty: 3748.766846
	Iteration 29Q: 3 clusters Score -1.304769e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -13047652.000000 Penalty: 3748.766846
	Iteration 30Q: 3 clusters Score -1.304765e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -13047672.000000 Penalty: 3748.766846
	Iteration 31Q: 3 clusters Score -1.304767e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -13047662.000000 Penalty: 3748.766846
	Iteration 32Q: 3 clusters Score -1.304766e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -13047657.000000 Penalty: 3748.766846
	Iteration 33Q: 3 clusters Score -1.304766e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -13047689.000000 Penalty: 3748.766846
	Iteration 34Q: 3 clusters Score -1.304769e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -13047662.000000 Penalty: 3748.766846
	Iteration 35Q: 3 clusters Score -1.304766e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -13047677.000000 Penalty: 3748.766846
	Iteration 36Q: 3 clusters Score -1.304768e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -13047653.000000 Penalty: 3748.766846
	Iteration 37Q: 3 clusters Score -1.304765e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -13047634.000000 Penalty: 3748.766846
	Iteration 38Q: 3 clusters Score -1.304763e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -13047633.000000 Penalty: 3748.766846
	Iteration 39Q: 3 clusters Score -1.304763e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -13047587.000000 Penalty: 3748.766846
	Iteration 40F: 3 clusters Score -1.304759e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -13047598.000000 Penalty: 3748.766846
	Iteration 41Q: 3 clusters Score -1.30476e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -13047564.000000 Penalty: 3748.766846
	Iteration 42Q: 3 clusters Score -1.304756e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70053 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -13047576.000000 Penalty: 3748.766846
	Iteration 43Q: 3 clusters Score -1.304758e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -13047548.000000 Penalty: 3748.766846
	Iteration 44Q: 3 clusters Score -1.304755e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -13047513.000000 Penalty: 3748.766846
	Iteration 45Q: 3 clusters Score -1.304751e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -13047483.000000 Penalty: 3748.766846
	Iteration 46Q: 3 clusters Score -1.304748e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -13047471.000000 Penalty: 3748.766846
	Iteration 47Q: 3 clusters Score -1.304747e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -13047485.000000 Penalty: 3748.766846
	Iteration 48Q: 3 clusters Score -1.304748e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -13047491.000000 Penalty: 3748.766846
	Iteration 49Q: 3 clusters Score -1.304749e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -13047449.000000 Penalty: 3748.766846
	Iteration 50Q: 3 clusters Score -1.304745e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -13047466.000000 Penalty: 3748.766846
	Iteration 51Q: 3 clusters Score -1.304747e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -13047542.000000 Penalty: 3748.766846
	Iteration 52Q: 3 clusters Score -1.304754e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -13047519.000000 Penalty: 3748.766846
	Iteration 53Q: 3 clusters Score -1.304752e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -13047542.000000 Penalty: 3748.766846
	Iteration 54Q: 3 clusters Score -1.304754e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -13047528.000000 Penalty: 3748.766846
	Iteration 55Q: 3 clusters Score -1.304753e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -13047549.000000 Penalty: 3748.766846
	Iteration 56Q: 3 clusters Score -1.304755e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -13047558.000000 Penalty: 3748.766846
	Iteration 57Q: 3 clusters Score -1.304756e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -13047556.000000 Penalty: 3748.766846
	Iteration 58Q: 3 clusters Score -1.304756e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -13047560.000000 Penalty: 3748.766846
	Iteration 59Q: 3 clusters Score -1.304756e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -13047540.000000 Penalty: 3748.766846
	Iteration 60F: 3 clusters Score -1.304754e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -13047519.000000 Penalty: 3748.766846
	Iteration 61Q: 3 clusters Score -1.304752e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -13047516.000000 Penalty: 3748.766846
	Iteration 62Q: 3 clusters Score -1.304752e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -13047531.000000 Penalty: 3748.766846
	Iteration 63Q: 3 clusters Score -1.304753e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -13047564.000000 Penalty: 3748.766846
	Iteration 64Q: 3 clusters Score -1.304756e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -13047601.000000 Penalty: 3748.766846
	Iteration 65Q: 3 clusters Score -1.30476e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -13047591.000000 Penalty: 3748.766846
	Iteration 66Q: 3 clusters Score -1.304759e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -13047603.000000 Penalty: 3748.766846
	Iteration 67Q: 3 clusters Score -1.30476e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -13047580.000000 Penalty: 3748.766846
	Iteration 68Q: 3 clusters Score -1.304758e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -13047576.000000 Penalty: 3748.766846
	Iteration 69Q: 3 clusters Score -1.304758e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -13047561.000000 Penalty: 3748.766846
	Iteration 70Q: 3 clusters Score -1.304756e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -13047590.000000 Penalty: 3748.766846
	Iteration 71Q: 3 clusters Score -1.304759e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -13047565.000000 Penalty: 3748.766846
	Iteration 72Q: 3 clusters Score -1.304756e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -13047590.000000 Penalty: 3748.766846
	Iteration 73Q: 3 clusters Score -1.304759e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -13047601.000000 Penalty: 3748.766846
	Iteration 74Q: 3 clusters Score -1.30476e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -13047592.000000 Penalty: 3748.766846
	Iteration 75Q: 3 clusters Score -1.304759e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -13047596.000000 Penalty: 3748.766846
	Iteration 76Q: 3 clusters Score -1.30476e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -13047605.000000 Penalty: 3748.766846
	Iteration 77Q: 3 clusters Score -1.30476e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -13047648.000000 Penalty: 3748.766846
	Iteration 78Q: 3 clusters Score -1.304765e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -13047654.000000 Penalty: 3748.766846
	Iteration 79Q: 3 clusters Score -1.304765e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -13047713.000000 Penalty: 3748.766846
	Iteration 80F: 3 clusters Score -1.304771e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -13047688.000000 Penalty: 3748.766846
	Iteration 81Q: 3 clusters Score -1.304769e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -13047701.000000 Penalty: 3748.766846
	Iteration 82Q: 3 clusters Score -1.30477e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -13047650.000000 Penalty: 3748.766846
	Iteration 83Q: 3 clusters Score -1.304765e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -13047657.000000 Penalty: 3748.766846
	Iteration 84Q: 3 clusters Score -1.304766e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -13047646.000000 Penalty: 3748.766846
	Iteration 85Q: 3 clusters Score -1.304765e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -13047683.000000 Penalty: 3748.766846
	Iteration 86Q: 3 clusters Score -1.304768e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -13047704.000000 Penalty: 3748.766846
	Iteration 87Q: 3 clusters Score -1.30477e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -13047699.000000 Penalty: 3748.766846
	Iteration 88Q: 3 clusters Score -1.30477e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -13047705.000000 Penalty: 3748.766846
	Iteration 89Q: 3 clusters Score -1.30477e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -13047710.000000 Penalty: 3748.766846
	Iteration 90Q: 3 clusters Score -1.304771e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -13047739.000000 Penalty: 3748.766846
	Iteration 91Q: 3 clusters Score -1.304774e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -13047718.000000 Penalty: 3748.766846
	Iteration 92Q: 3 clusters Score -1.304772e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -13047751.000000 Penalty: 3748.766846
	Iteration 93Q: 3 clusters Score -1.304775e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -13047753.000000 Penalty: 3748.766846
	Iteration 94Q: 3 clusters Score -1.304775e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -13047774.000000 Penalty: 3748.766846
	Iteration 95Q: 3 clusters Score -1.304777e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -13047770.000000 Penalty: 3748.766846
	Iteration 96Q: 3 clusters Score -1.304777e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -13047806.000000 Penalty: 3748.766846
	Iteration 97Q: 3 clusters Score -1.304781e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -13047798.000000 Penalty: 3748.766846
	Iteration 98Q: 3 clusters Score -1.30478e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -13047793.000000 Penalty: 3748.766846
	Iteration 99Q: 3 clusters Score -1.304779e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -13047798.000000 Penalty: 3748.766846
	Iteration 100F: 3 clusters Score -1.30478e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -13047793.000000 Penalty: 3748.766846
	Iteration 101Q: 3 clusters Score -1.304779e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -13047819.000000 Penalty: 3748.766846
	Iteration 102Q: 3 clusters Score -1.304782e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -13047798.000000 Penalty: 3748.766846
	Iteration 103Q: 3 clusters Score -1.30478e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -13047801.000000 Penalty: 3748.766846
	Iteration 104Q: 3 clusters Score -1.30478e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -13047806.000000 Penalty: 3748.766846
	Iteration 105Q: 3 clusters Score -1.304781e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -13047834.000000 Penalty: 3748.766846
	Iteration 106Q: 3 clusters Score -1.304783e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -13047829.000000 Penalty: 3748.766846
	Iteration 107Q: 3 clusters Score -1.304783e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -13047823.000000 Penalty: 3748.766846
	Iteration 108Q: 3 clusters Score -1.304782e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -13047814.000000 Penalty: 3748.766846
	Iteration 109Q: 3 clusters Score -1.304781e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -13047826.000000 Penalty: 3748.766846
	Iteration 110Q: 3 clusters Score -1.304783e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -13047819.000000 Penalty: 3748.766846
	Iteration 111Q: 3 clusters Score -1.304782e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -13047829.000000 Penalty: 3748.766846
	Iteration 112Q: 3 clusters Score -1.304783e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -13047840.000000 Penalty: 3748.766846
	Iteration 113Q: 3 clusters Score -1.304784e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -13047846.000000 Penalty: 3748.766846
	Iteration 114Q: 3 clusters Score -1.304785e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -13047867.000000 Penalty: 3748.766846
	Iteration 115Q: 3 clusters Score -1.304787e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -13047894.000000 Penalty: 3748.766846
	Iteration 116Q: 3 clusters Score -1.304789e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -13047906.000000 Penalty: 3748.766846
	Iteration 117Q: 3 clusters Score -1.304791e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -13047910.000000 Penalty: 3748.766846
	Iteration 118Q: 3 clusters Score -1.304791e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -13047910.000000 Penalty: 3748.766846
	Iteration 119Q: 3 clusters Score -1.304791e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -13047929.000000 Penalty: 3748.766846
	Iteration 120F: 3 clusters Score -1.304793e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -13047940.000000 Penalty: 3748.766846
	Iteration 121Q: 3 clusters Score -1.304794e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -13047944.000000 Penalty: 3748.766846
	Iteration 122Q: 3 clusters Score -1.304794e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -13047925.000000 Penalty: 3748.766846
	Iteration 123Q: 3 clusters Score -1.304792e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -13047947.000000 Penalty: 3748.766846
	Iteration 124Q: 3 clusters Score -1.304795e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -13047953.000000 Penalty: 3748.766846
	Iteration 125Q: 3 clusters Score -1.304795e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -13047967.000000 Penalty: 3748.766846
	Iteration 126Q: 3 clusters Score -1.304797e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -13047966.000000 Penalty: 3748.766846
	Iteration 127Q: 3 clusters Score -1.304797e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -13047975.000000 Penalty: 3748.766846
	Iteration 128Q: 3 clusters Score -1.304798e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -13047972.000000 Penalty: 3748.766846
	Iteration 129Q: 3 clusters Score -1.304797e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -13047977.000000 Penalty: 3748.766846
	Iteration 130Q: 3 clusters Score -1.304798e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -13047983.000000 Penalty: 3748.766846
	Iteration 131Q: 3 clusters Score -1.304798e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -13047972.000000 Penalty: 3748.766846
	Iteration 132Q: 3 clusters Score -1.304797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -13047969.000000 Penalty: 3748.766846
	Iteration 133Q: 3 clusters Score -1.304797e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -13047980.000000 Penalty: 3748.766846
	Iteration 134Q: 3 clusters Score -1.304798e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -13047991.000000 Penalty: 3748.766846
	Iteration 135Q: 3 clusters Score -1.304799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -13047987.000000 Penalty: 3748.766846
	Iteration 136Q: 3 clusters Score -1.304799e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -13047962.000000 Penalty: 3748.766846
	Iteration 137Q: 3 clusters Score -1.304796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -13047965.000000 Penalty: 3748.766846
	Iteration 138Q: 3 clusters Score -1.304796e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -13047975.000000 Penalty: 3748.766846
	Iteration 139Q: 3 clusters Score -1.304798e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -13047982.000000 Penalty: 3748.766846
	Iteration 140F: 3 clusters Score -1.304798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -13047973.000000 Penalty: 3748.766846
	Iteration 141Q: 3 clusters Score -1.304797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -13047972.000000 Penalty: 3748.766846
	Iteration 142Q: 3 clusters Score -1.304797e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -13047981.000000 Penalty: 3748.766846
	Iteration 143Q: 3 clusters Score -1.304798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -13047977.000000 Penalty: 3748.766846
	Iteration 144Q: 3 clusters Score -1.304798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -13047970.000000 Penalty: 3748.766846
	Iteration 145Q: 3 clusters Score -1.304797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -13047989.000000 Penalty: 3748.766846
	Iteration 146Q: 3 clusters Score -1.304799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -13047996.000000 Penalty: 3748.766846
	Iteration 147Q: 3 clusters Score -1.3048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -13048010.000000 Penalty: 3748.766846
	Iteration 148Q: 3 clusters Score -1.304801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -13048008.000000 Penalty: 3748.766846
	Iteration 149Q: 3 clusters Score -1.304801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -13047997.000000 Penalty: 3748.766846
	Iteration 150Q: 3 clusters Score -1.3048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -13048021.000000 Penalty: 3748.766846
	Iteration 151Q: 3 clusters Score -1.304802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -13048014.000000 Penalty: 3748.766846
	Iteration 152Q: 3 clusters Score -1.304801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -13048011.000000 Penalty: 3748.766846
	Iteration 153Q: 3 clusters Score -1.304801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -13048018.000000 Penalty: 3748.766846
	Iteration 154Q: 3 clusters Score -1.304802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -13048014.000000 Penalty: 3748.766846
	Iteration 155Q: 3 clusters Score -1.304801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -13048032.000000 Penalty: 3748.766846
	Iteration 156Q: 3 clusters Score -1.304803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -13048026.000000 Penalty: 3748.766846
	Iteration 157Q: 3 clusters Score -1.304803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -13048029.000000 Penalty: 3748.766846
	Iteration 158Q: 3 clusters Score -1.304803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -13048012.000000 Penalty: 3748.766846
	Iteration 159Q: 3 clusters Score -1.304801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -13048023.000000 Penalty: 3748.766846
	Iteration 160F: 3 clusters Score -1.304802e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -13048029.000000 Penalty: 3748.766846
	Iteration 161Q: 3 clusters Score -1.304803e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -13048041.000000 Penalty: 3748.766846
	Iteration 162Q: 3 clusters Score -1.304804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -13048016.000000 Penalty: 3748.766846
	Iteration 163Q: 3 clusters Score -1.304802e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -13048035.000000 Penalty: 3748.766846
	Iteration 164Q: 3 clusters Score -1.304804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -13048035.000000 Penalty: 3748.766846
	Iteration 165Q: 3 clusters Score -1.304804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -13048041.000000 Penalty: 3748.766846
	Iteration 166Q: 3 clusters Score -1.304804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -13048035.000000 Penalty: 3748.766846
	Iteration 167Q: 3 clusters Score -1.304804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -13048046.000000 Penalty: 3748.766846
	Iteration 168Q: 3 clusters Score -1.304805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -13048052.000000 Penalty: 3748.766846
	Iteration 169Q: 3 clusters Score -1.304805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -13048063.000000 Penalty: 3748.766846
	Iteration 170Q: 3 clusters Score -1.304806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -13048059.000000 Penalty: 3748.766846
	Iteration 171Q: 3 clusters Score -1.304806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -13048063.000000 Penalty: 3748.766846
	Iteration 172Q: 3 clusters Score -1.304806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -13048051.000000 Penalty: 3748.766846
	Iteration 173Q: 3 clusters Score -1.304805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -13048053.000000 Penalty: 3748.766846
	Iteration 174Q: 3 clusters Score -1.304805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -13048040.000000 Penalty: 3748.766846
	Iteration 175Q: 3 clusters Score -1.304804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -13048040.000000 Penalty: 3748.766846
	Iteration 176Q: 3 clusters Score -1.304804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -13048053.000000 Penalty: 3748.766846
	Iteration 177Q: 3 clusters Score -1.304805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -13048052.000000 Penalty: 3748.766846
	Iteration 178Q: 3 clusters Score -1.304805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -13048046.000000 Penalty: 3748.766846
	Iteration 179Q: 3 clusters Score -1.304805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -13048051.000000 Penalty: 3748.766846
	Iteration 180F: 3 clusters Score -1.304805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -13048055.000000 Penalty: 3748.766846
	Iteration 181Q: 3 clusters Score -1.304806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -13048056.000000 Penalty: 3748.766846
	Iteration 182Q: 3 clusters Score -1.304806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -13048053.000000 Penalty: 3748.766846
	Iteration 183Q: 3 clusters Score -1.304805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -13048047.000000 Penalty: 3748.766846
	Iteration 184Q: 3 clusters Score -1.304805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -13048047.000000 Penalty: 3748.766846
	Iteration 185Q: 3 clusters Score -1.304805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -13048047.000000 Penalty: 3748.766846
	Iteration 186Q: 3 clusters Score -1.304805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -13048045.000000 Penalty: 3748.766846
	Iteration 187Q: 3 clusters Score -1.304804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -13048042.000000 Penalty: 3748.766846
	Iteration 188Q: 3 clusters Score -1.304804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -13048038.000000 Penalty: 3748.766846
	Iteration 189Q: 3 clusters Score -1.304804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -13048035.000000 Penalty: 3748.766846
	Iteration 190Q: 3 clusters Score -1.304804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -13048035.000000 Penalty: 3748.766846
	Iteration 191F: 3 clusters Score -1.304804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -21682.939453 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -21682.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20988.708984 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -20988.71 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21286.458984 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -21286.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21395.167969 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -21395.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21425.677734 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -21425.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21441.480469 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -21441.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21501.890625 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -21501.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21508.933594 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -21508.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21513.720703 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -21513.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21513.720703 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -21513.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Entering Unmasked Estep 
Score: -2725317.000000 Penalty: 1618.186523
	Iteration 0F: 2 clusters Score -2725317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2710950.500000 Penalty: 3236.373047
	Iteration 0F: 3 clusters Score -2710950 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2716140.500000 Penalty: 3236.373047
	Iteration 1F: 3 clusters Score -2716140 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2716464.750000 Penalty: 3236.373047
	Iteration 2Q: 3 clusters Score -2716465 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2716770.750000 Penalty: 3236.373047
	Iteration 3Q: 3 clusters Score -2716771 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2717129.750000 Penalty: 3236.373047
	Iteration 4Q: 3 clusters Score -2717130 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2717574.500000 Penalty: 3236.373047
	Iteration 5Q: 3 clusters Score -2717574 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2718144.250000 Penalty: 3236.373047
	Iteration 6F: 3 clusters Score -2718144 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2718943.500000 Penalty: 3236.373047
	Iteration 7F: 3 clusters Score -2718944 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2719892.000000 Penalty: 3236.373047
	Iteration 8F: 3 clusters Score -2719892 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2720908.000000 Penalty: 3236.373047
	Iteration 9F: 3 clusters Score -2720908 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2721778.250000 Penalty: 3236.373047
	Iteration 10F: 3 clusters Score -2721778 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2722507.750000 Penalty: 3236.373047
	Iteration 11Q: 3 clusters Score -2722508 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2723033.500000 Penalty: 3236.373047
	Iteration 12Q: 3 clusters Score -2723034 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2723384.750000 Penalty: 3236.373047
	Iteration 13Q: 3 clusters Score -2723385 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2723601.750000 Penalty: 3236.373047
	Iteration 14Q: 3 clusters Score -2723602 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2723711.250000 Penalty: 3236.373047
	Iteration 15Q: 3 clusters Score -2723711 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2723777.250000 Penalty: 3236.373047
	Iteration 16Q: 3 clusters Score -2723777 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2723805.750000 Penalty: 3236.373047
	Iteration 17Q: 3 clusters Score -2723806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2723831.500000 Penalty: 3236.373047
	Iteration 18Q: 3 clusters Score -2723832 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2723855.000000 Penalty: 3236.373047
	Iteration 19Q: 3 clusters Score -2723855 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2723882.000000 Penalty: 3236.373047
	Iteration 20F: 3 clusters Score -2723882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2723923.250000 Penalty: 3236.373047
	Iteration 21Q: 3 clusters Score -2723923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2723937.500000 Penalty: 3236.373047
	Iteration 22Q: 3 clusters Score -2723938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2723945.000000 Penalty: 3236.373047
	Iteration 23Q: 3 clusters Score -2723945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2723961.750000 Penalty: 3236.373047
	Iteration 24Q: 3 clusters Score -2723962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2723967.500000 Penalty: 3236.373047
	Iteration 25Q: 3 clusters Score -2723968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2723971.500000 Penalty: 3236.373047
	Iteration 26Q: 3 clusters Score -2723972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2723972.250000 Penalty: 3236.373047
	Iteration 27Q: 3 clusters Score -2723972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2723978.750000 Penalty: 3236.373047
	Iteration 28Q: 3 clusters Score -2723979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2723976.750000 Penalty: 3236.373047
	Iteration 29Q: 3 clusters Score -2723977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2723978.750000 Penalty: 3236.373047
	Iteration 30Q: 3 clusters Score -2723979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2723983.000000 Penalty: 3236.373047
	Iteration 31Q: 3 clusters Score -2723983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2723994.000000 Penalty: 3236.373047
	Iteration 32Q: 3 clusters Score -2723994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2723994.000000 Penalty: 3236.373047
	Iteration 33Q: 3 clusters Score -2723994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2724000.000000 Penalty: 3236.373047
	Iteration 34Q: 3 clusters Score -2724000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2724004.750000 Penalty: 3236.373047
	Iteration 35Q: 3 clusters Score -2724005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2723997.250000 Penalty: 3236.373047
	Iteration 36Q: 3 clusters Score -2723997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2723998.250000 Penalty: 3236.373047
	Iteration 37Q: 3 clusters Score -2723998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2724003.000000 Penalty: 3236.373047
	Iteration 38Q: 3 clusters Score -2724003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2724007.750000 Penalty: 3236.373047
	Iteration 39Q: 3 clusters Score -2724008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2724006.000000 Penalty: 3236.373047
	Iteration 40F: 3 clusters Score -2724006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2724003.000000 Penalty: 3236.373047
	Iteration 41Q: 3 clusters Score -2724003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2724005.000000 Penalty: 3236.373047
	Iteration 42Q: 3 clusters Score -2724005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2724002.250000 Penalty: 3236.373047
	Iteration 43Q: 3 clusters Score -2724002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2724001.000000 Penalty: 3236.373047
	Iteration 44Q: 3 clusters Score -2724001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2724000.250000 Penalty: 3236.373047
	Iteration 45Q: 3 clusters Score -2724000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2724001.500000 Penalty: 3236.373047
	Iteration 46Q: 3 clusters Score -2724002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2724002.750000 Penalty: 3236.373047
	Iteration 47Q: 3 clusters Score -2724003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2724003.500000 Penalty: 3236.373047
	Iteration 48Q: 3 clusters Score -2724004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2724004.500000 Penalty: 3236.373047
	Iteration 49Q: 3 clusters Score -2724004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2724002.500000 Penalty: 3236.373047
	Iteration 50Q: 3 clusters Score -2724002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2724004.750000 Penalty: 3236.373047
	Iteration 51Q: 3 clusters Score -2724005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2724006.750000 Penalty: 3236.373047
	Iteration 52Q: 3 clusters Score -2724007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2724003.750000 Penalty: 3236.373047
	Iteration 53Q: 3 clusters Score -2724004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2724002.000000 Penalty: 3236.373047
	Iteration 54Q: 3 clusters Score -2724002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2724007.000000 Penalty: 3236.373047
	Iteration 55Q: 3 clusters Score -2724007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2724010.000000 Penalty: 3236.373047
	Iteration 56Q: 3 clusters Score -2724010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2724014.000000 Penalty: 3236.373047
	Iteration 57Q: 3 clusters Score -2724014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2724014.500000 Penalty: 3236.373047
	Iteration 58Q: 3 clusters Score -2724014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2724014.000000 Penalty: 3236.373047
	Iteration 59Q: 3 clusters Score -2724014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2724012.250000 Penalty: 3236.373047
	Iteration 60F: 3 clusters Score -2724012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2724015.750000 Penalty: 3236.373047
	Iteration 61Q: 3 clusters Score -2724016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2724015.750000 Penalty: 3236.373047
	Iteration 62Q: 3 clusters Score -2724016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2724014.500000 Penalty: 3236.373047
	Iteration 63Q: 3 clusters Score -2724014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2724018.250000 Penalty: 3236.373047
	Iteration 64Q: 3 clusters Score -2724018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2724018.000000 Penalty: 3236.373047
	Iteration 65Q: 3 clusters Score -2724018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2724020.500000 Penalty: 3236.373047
	Iteration 66Q: 3 clusters Score -2724020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2724020.000000 Penalty: 3236.373047
	Iteration 67Q: 3 clusters Score -2724020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2724021.250000 Penalty: 3236.373047
	Iteration 68Q: 3 clusters Score -2724021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2724018.750000 Penalty: 3236.373047
	Iteration 69Q: 3 clusters Score -2724019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2724020.000000 Penalty: 3236.373047
	Iteration 70Q: 3 clusters Score -2724020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2724027.250000 Penalty: 3236.373047
	Iteration 71Q: 3 clusters Score -2724027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2724028.500000 Penalty: 3236.373047
	Iteration 72Q: 3 clusters Score -2724028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2724030.250000 Penalty: 3236.373047
	Iteration 73Q: 3 clusters Score -2724030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2724034.000000 Penalty: 3236.373047
	Iteration 74Q: 3 clusters Score -2724034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2724034.250000 Penalty: 3236.373047
	Iteration 75Q: 3 clusters Score -2724034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2724040.000000 Penalty: 3236.373047
	Iteration 76Q: 3 clusters Score -2724040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2724044.500000 Penalty: 3236.373047
	Iteration 77Q: 3 clusters Score -2724044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2724044.750000 Penalty: 3236.373047
	Iteration 78Q: 3 clusters Score -2724045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2724041.500000 Penalty: 3236.373047
	Iteration 79Q: 3 clusters Score -2724042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2724044.500000 Penalty: 3236.373047
	Iteration 80F: 3 clusters Score -2724044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2724044.000000 Penalty: 3236.373047
	Iteration 81Q: 3 clusters Score -2724044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2724044.250000 Penalty: 3236.373047
	Iteration 82Q: 3 clusters Score -2724044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2724045.000000 Penalty: 3236.373047
	Iteration 83Q: 3 clusters Score -2724045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2724046.250000 Penalty: 3236.373047
	Iteration 84Q: 3 clusters Score -2724046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2724043.500000 Penalty: 3236.373047
	Iteration 85Q: 3 clusters Score -2724044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2724043.750000 Penalty: 3236.373047
	Iteration 86Q: 3 clusters Score -2724044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2724042.750000 Penalty: 3236.373047
	Iteration 87Q: 3 clusters Score -2724043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2724045.750000 Penalty: 3236.373047
	Iteration 88Q: 3 clusters Score -2724046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2724044.250000 Penalty: 3236.373047
	Iteration 89Q: 3 clusters Score -2724044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2724044.250000 Penalty: 3236.373047
	Iteration 90F: 3 clusters Score -2724044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9151.468750 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -9151.469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8594.010742 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -8594.011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8893.847656 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -8893.848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8962.503906 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -8962.504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8974.559570 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -8974.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8980.126953 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -8980.127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8980.126953 Penalty: 1734.699951
	Iteration 5F: 3 clusters Score -8980.127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -429301.281250 Penalty: 1322.943359
	Iteration 0F: 2 clusters Score -429301.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -426289.531250 Penalty: 2645.886719
	Iteration 0F: 3 clusters Score -426289.5 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -427011.125000 Penalty: 2645.886719
	Iteration 1F: 3 clusters Score -427011.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -427114.531250 Penalty: 2645.886719
	Iteration 2F: 3 clusters Score -427114.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -427177.125000 Penalty: 2645.886719
	Iteration 3Q: 3 clusters Score -427177.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -427227.625000 Penalty: 2645.886719
	Iteration 4Q: 3 clusters Score -427227.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -427265.906250 Penalty: 2645.886719
	Iteration 5Q: 3 clusters Score -427265.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -427304.093750 Penalty: 2645.886719
	Iteration 6Q: 3 clusters Score -427304.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -427328.031250 Penalty: 2645.886719
	Iteration 7Q: 3 clusters Score -427328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -427349.187500 Penalty: 2645.886719
	Iteration 8Q: 3 clusters Score -427349.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -427366.906250 Penalty: 2645.886719
	Iteration 9Q: 3 clusters Score -427366.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -427385.375000 Penalty: 2645.886719
	Iteration 10Q: 3 clusters Score -427385.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -427401.843750 Penalty: 2645.886719
	Iteration 11Q: 3 clusters Score -427401.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -427414.781250 Penalty: 2645.886719
	Iteration 12Q: 3 clusters Score -427414.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -427424.750000 Penalty: 2645.886719
	Iteration 13Q: 3 clusters Score -427424.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -427435.312500 Penalty: 2645.886719
	Iteration 14Q: 3 clusters Score -427435.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -427443.218750 Penalty: 2645.886719
	Iteration 15Q: 3 clusters Score -427443.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -427453.437500 Penalty: 2645.886719
	Iteration 16Q: 3 clusters Score -427453.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -427466.750000 Penalty: 2645.886719
	Iteration 17Q: 3 clusters Score -427466.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -427481.031250 Penalty: 2645.886719
	Iteration 18Q: 3 clusters Score -427481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -427495.375000 Penalty: 2645.886719
	Iteration 19Q: 3 clusters Score -427495.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -427516.625000 Penalty: 2645.886719
	Iteration 20F: 3 clusters Score -427516.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -427537.375000 Penalty: 2645.886719
	Iteration 21Q: 3 clusters Score -427537.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -427557.031250 Penalty: 2645.886719
	Iteration 22Q: 3 clusters Score -427557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -427579.625000 Penalty: 2645.886719
	Iteration 23Q: 3 clusters Score -427579.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -427601.531250 Penalty: 2645.886719
	Iteration 24Q: 3 clusters Score -427601.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -427638.093750 Penalty: 2645.886719
	Iteration 25Q: 3 clusters Score -427638.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -427688.250000 Penalty: 2645.886719
	Iteration 26Q: 3 clusters Score -427688.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -427732.531250 Penalty: 2645.886719
	Iteration 27Q: 3 clusters Score -427732.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -427769.687500 Penalty: 2645.886719
	Iteration 28Q: 3 clusters Score -427769.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -427803.937500 Penalty: 2645.886719
	Iteration 29Q: 3 clusters Score -427803.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -427838.250000 Penalty: 2645.886719
	Iteration 30Q: 3 clusters Score -427838.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -427873.812500 Penalty: 2645.886719
	Iteration 31Q: 3 clusters Score -427873.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -427909.562500 Penalty: 2645.886719
	Iteration 32Q: 3 clusters Score -427909.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -427930.968750 Penalty: 2645.886719
	Iteration 33Q: 3 clusters Score -427931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -427957.531250 Penalty: 2645.886719
	Iteration 34Q: 3 clusters Score -427957.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -427981.281250 Penalty: 2645.886719
	Iteration 35Q: 3 clusters Score -427981.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -428003.312500 Penalty: 2645.886719
	Iteration 36Q: 3 clusters Score -428003.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -428020.343750 Penalty: 2645.886719
	Iteration 37Q: 3 clusters Score -428020.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -428040.718750 Penalty: 2645.886719
	Iteration 38Q: 3 clusters Score -428040.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -428060.156250 Penalty: 2645.886719
	Iteration 39Q: 3 clusters Score -428060.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -428078.406250 Penalty: 2645.886719
	Iteration 40F: 3 clusters Score -428078.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -428092.468750 Penalty: 2645.886719
	Iteration 41Q: 3 clusters Score -428092.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -428104.000000 Penalty: 2645.886719
	Iteration 42Q: 3 clusters Score -428104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -428113.437500 Penalty: 2645.886719
	Iteration 43Q: 3 clusters Score -428113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -428120.656250 Penalty: 2645.886719
	Iteration 44Q: 3 clusters Score -428120.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -428124.000000 Penalty: 2645.886719
	Iteration 45Q: 3 clusters Score -428124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -428131.812500 Penalty: 2645.886719
	Iteration 46Q: 3 clusters Score -428131.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -428138.500000 Penalty: 2645.886719
	Iteration 47Q: 3 clusters Score -428138.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -428145.687500 Penalty: 2645.886719
	Iteration 48Q: 3 clusters Score -428145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -428155.031250 Penalty: 2645.886719
	Iteration 49Q: 3 clusters Score -428155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -428166.656250 Penalty: 2645.886719
	Iteration 50Q: 3 clusters Score -428166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -428176.093750 Penalty: 2645.886719
	Iteration 51Q: 3 clusters Score -428176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -428186.968750 Penalty: 2645.886719
	Iteration 52Q: 3 clusters Score -428187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -428199.156250 Penalty: 2645.886719
	Iteration 53Q: 3 clusters Score -428199.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -428204.375000 Penalty: 2645.886719
	Iteration 54Q: 3 clusters Score -428204.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -428207.343750 Penalty: 2645.886719
	Iteration 55Q: 3 clusters Score -428207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -428208.031250 Penalty: 2645.886719
	Iteration 56Q: 3 clusters Score -428208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -428209.718750 Penalty: 2645.886719
	Iteration 57Q: 3 clusters Score -428209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -428212.937500 Penalty: 2645.886719
	Iteration 58Q: 3 clusters Score -428212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -428214.843750 Penalty: 2645.886719
	Iteration 59Q: 3 clusters Score -428214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -428215.531250 Penalty: 2645.886719
	Iteration 60F: 3 clusters Score -428215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (107092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Entering Unmasked Estep 
Score: -13869141.000000 Penalty: 1881.984619
	Iteration 0F: 2 clusters Score -1.386914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -13805120.000000 Penalty: 3763.969238
	Iteration 0F: 3 clusters Score -1.380512e+07 nChanged 51057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -13834971.000000 Penalty: 3763.969238
	Iteration 1F: 3 clusters Score -1.383497e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -13836043.000000 Penalty: 3763.969238
	Iteration 2Q: 3 clusters Score -1.383604e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -13837886.000000 Penalty: 3763.969238
	Iteration 3Q: 3 clusters Score -1.383789e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -13840664.000000 Penalty: 3763.969238
	Iteration 4F: 3 clusters Score -1.384066e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -13845319.000000 Penalty: 3763.969238
	Iteration 5F: 3 clusters Score -1.384532e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -13851384.000000 Penalty: 3763.969238
	Iteration 6F: 3 clusters Score -1.385138e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -13856799.000000 Penalty: 3763.969238
	Iteration 7F: 3 clusters Score -1.38568e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -13860820.000000 Penalty: 3763.969238
	Iteration 8F: 3 clusters Score -1.386082e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -13863771.000000 Penalty: 3763.969238
	Iteration 9Q: 3 clusters Score -1.386377e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -13865694.000000 Penalty: 3763.969238
	Iteration 10Q: 3 clusters Score -1.386569e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 104085 members 
Entering Unmasked Estep 
Score: -13866624.000000 Penalty: 3763.969238
	Iteration 11Q: 3 clusters Score -1.386662e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -13867071.000000 Penalty: 3763.969238
	Iteration 12Q: 3 clusters Score -1.386707e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 105430 members 
Entering Unmasked Estep 
Score: -13867280.000000 Penalty: 3763.969238
	Iteration 13Q: 3 clusters Score -1.386728e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 105739 members 
Entering Unmasked Estep 
Score: -13867450.000000 Penalty: 3763.969238
	Iteration 14Q: 3 clusters Score -1.386745e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 105937 members 
Entering Unmasked Estep 
Score: -13867514.000000 Penalty: 3763.969238
	Iteration 15Q: 3 clusters Score -1.386751e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -13867529.000000 Penalty: 3763.969238
	Iteration 16Q: 3 clusters Score -1.386753e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -13867581.000000 Penalty: 3763.969238
	Iteration 17Q: 3 clusters Score -1.386758e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -13867561.000000 Penalty: 3763.969238
	Iteration 18Q: 3 clusters Score -1.386756e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -13867552.000000 Penalty: 3763.969238
	Iteration 19Q: 3 clusters Score -1.386755e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 106361 members 
Entering Unmasked Estep 
Score: -13867580.000000 Penalty: 3763.969238
	Iteration 20F: 3 clusters Score -1.386758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -13867597.000000 Penalty: 3763.969238
	Iteration 21Q: 3 clusters Score -1.38676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -13867601.000000 Penalty: 3763.969238
	Iteration 22Q: 3 clusters Score -1.38676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 106424 members 
Entering Unmasked Estep 
Score: -13867606.000000 Penalty: 3763.969238
	Iteration 23Q: 3 clusters Score -1.386761e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 106442 members 
Entering Unmasked Estep 
Score: -13867620.000000 Penalty: 3763.969238
	Iteration 24Q: 3 clusters Score -1.386762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -13867632.000000 Penalty: 3763.969238
	Iteration 25Q: 3 clusters Score -1.386763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 106472 members 
Entering Unmasked Estep 
Score: -13867641.000000 Penalty: 3763.969238
	Iteration 26Q: 3 clusters Score -1.386764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -13867649.000000 Penalty: 3763.969238
	Iteration 27Q: 3 clusters Score -1.386765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -13867645.000000 Penalty: 3763.969238
	Iteration 28Q: 3 clusters Score -1.386764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -13867637.000000 Penalty: 3763.969238
	Iteration 29Q: 3 clusters Score -1.386764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
Score: -13867654.000000 Penalty: 3763.969238
	Iteration 30Q: 3 clusters Score -1.386765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
Score: -13867664.000000 Penalty: 3763.969238
	Iteration 31Q: 3 clusters Score -1.386766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -13867678.000000 Penalty: 3763.969238
	Iteration 32Q: 3 clusters Score -1.386768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -13867661.000000 Penalty: 3763.969238
	Iteration 33Q: 3 clusters Score -1.386766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -13867669.000000 Penalty: 3763.969238
	Iteration 34Q: 3 clusters Score -1.386767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -13867672.000000 Penalty: 3763.969238
	Iteration 35Q: 3 clusters Score -1.386767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -13867662.000000 Penalty: 3763.969238
	Iteration 36Q: 3 clusters Score -1.386766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -13867655.000000 Penalty: 3763.969238
	Iteration 37Q: 3 clusters Score -1.386766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -13867670.000000 Penalty: 3763.969238
	Iteration 38Q: 3 clusters Score -1.386767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -13867661.000000 Penalty: 3763.969238
	Iteration 39Q: 3 clusters Score -1.386766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -13867670.000000 Penalty: 3763.969238
	Iteration 40F: 3 clusters Score -1.386767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 106534 members 
Entering Unmasked Estep 
Score: -13867682.000000 Penalty: 3763.969238
	Iteration 41Q: 3 clusters Score -1.386768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -13867686.000000 Penalty: 3763.969238
	Iteration 42Q: 3 clusters Score -1.386769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -13867697.000000 Penalty: 3763.969238
	Iteration 43Q: 3 clusters Score -1.38677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -13867691.000000 Penalty: 3763.969238
	Iteration 44Q: 3 clusters Score -1.386769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -13867694.000000 Penalty: 3763.969238
	Iteration 45Q: 3 clusters Score -1.386769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 106553 members 
Entering Unmasked Estep 
Score: -13867687.000000 Penalty: 3763.969238
	Iteration 46Q: 3 clusters Score -1.386769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -13867695.000000 Penalty: 3763.969238
	Iteration 47Q: 3 clusters Score -1.38677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -13867686.000000 Penalty: 3763.969238
	Iteration 48Q: 3 clusters Score -1.386769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -13867683.000000 Penalty: 3763.969238
	Iteration 49Q: 3 clusters Score -1.386768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
Score: -13867693.000000 Penalty: 3763.969238
	Iteration 50Q: 3 clusters Score -1.386769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -13867695.000000 Penalty: 3763.969238
	Iteration 51Q: 3 clusters Score -1.38677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -13867694.000000 Penalty: 3763.969238
	Iteration 52Q: 3 clusters Score -1.386769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -13867694.000000 Penalty: 3763.969238
	Iteration 53F: 3 clusters Score -1.386769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Entering Unmasked Estep 
Score: -923021.187500 Penalty: 1440.819580
	Iteration 0F: 2 clusters Score -923021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -917712.562500 Penalty: 2881.639160
	Iteration 0F: 3 clusters Score -917712.6 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -919297.812500 Penalty: 2881.639160
	Iteration 1F: 3 clusters Score -919297.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -919504.937500 Penalty: 2881.639160
	Iteration 2F: 3 clusters Score -919504.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -919665.812500 Penalty: 2881.639160
	Iteration 3F: 3 clusters Score -919665.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -919803.875000 Penalty: 2881.639160
	Iteration 4Q: 3 clusters Score -919803.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -919917.437500 Penalty: 2881.639160
	Iteration 5Q: 3 clusters Score -919917.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -920024.062500 Penalty: 2881.639160
	Iteration 6Q: 3 clusters Score -920024.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -920143.875000 Penalty: 2881.639160
	Iteration 7Q: 3 clusters Score -920143.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -920308.937500 Penalty: 2881.639160
	Iteration 8Q: 3 clusters Score -920308.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -920492.062500 Penalty: 2881.639160
	Iteration 9Q: 3 clusters Score -920492.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -920697.750000 Penalty: 2881.639160
	Iteration 10Q: 3 clusters Score -920697.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -920888.375000 Penalty: 2881.639160
	Iteration 11Q: 3 clusters Score -920888.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -921031.562500 Penalty: 2881.639160
	Iteration 12Q: 3 clusters Score -921031.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -921127.750000 Penalty: 2881.639160
	Iteration 13Q: 3 clusters Score -921127.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -921187.187500 Penalty: 2881.639160
	Iteration 14Q: 3 clusters Score -921187.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -921216.375000 Penalty: 2881.639160
	Iteration 15Q: 3 clusters Score -921216.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -921240.750000 Penalty: 2881.639160
	Iteration 16Q: 3 clusters Score -921240.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -921266.937500 Penalty: 2881.639160
	Iteration 17Q: 3 clusters Score -921266.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -921292.500000 Penalty: 2881.639160
	Iteration 18Q: 3 clusters Score -921292.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -921313.875000 Penalty: 2881.639160
	Iteration 19Q: 3 clusters Score -921313.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -921331.437500 Penalty: 2881.639160
	Iteration 20F: 3 clusters Score -921331.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -921353.250000 Penalty: 2881.639160
	Iteration 21Q: 3 clusters Score -921353.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -921368.437500 Penalty: 2881.639160
	Iteration 22Q: 3 clusters Score -921368.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -921379.125000 Penalty: 2881.639160
	Iteration 23Q: 3 clusters Score -921379.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -921390.000000 Penalty: 2881.639160
	Iteration 24Q: 3 clusters Score -921390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -921398.000000 Penalty: 2881.639160
	Iteration 25Q: 3 clusters Score -921398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -921411.937500 Penalty: 2881.639160
	Iteration 26Q: 3 clusters Score -921411.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -921422.937500 Penalty: 2881.639160
	Iteration 27Q: 3 clusters Score -921422.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -921431.562500 Penalty: 2881.639160
	Iteration 28Q: 3 clusters Score -921431.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -921443.937500 Penalty: 2881.639160
	Iteration 29Q: 3 clusters Score -921443.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -921454.500000 Penalty: 2881.639160
	Iteration 30Q: 3 clusters Score -921454.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -921467.812500 Penalty: 2881.639160
	Iteration 31Q: 3 clusters Score -921467.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -921481.375000 Penalty: 2881.639160
	Iteration 32Q: 3 clusters Score -921481.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -921490.437500 Penalty: 2881.639160
	Iteration 33Q: 3 clusters Score -921490.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -921503.062500 Penalty: 2881.639160
	Iteration 34Q: 3 clusters Score -921503.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -921514.875000 Penalty: 2881.639160
	Iteration 35Q: 3 clusters Score -921514.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -921522.000000 Penalty: 2881.639160
	Iteration 36Q: 3 clusters Score -921522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -921530.312500 Penalty: 2881.639160
	Iteration 37Q: 3 clusters Score -921530.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -921532.625000 Penalty: 2881.639160
	Iteration 38Q: 3 clusters Score -921532.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -921536.812500 Penalty: 2881.639160
	Iteration 39Q: 3 clusters Score -921536.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -921540.687500 Penalty: 2881.639160
	Iteration 40F: 3 clusters Score -921540.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -921544.125000 Penalty: 2881.639160
	Iteration 41Q: 3 clusters Score -921544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -921548.125000 Penalty: 2881.639160
	Iteration 42Q: 3 clusters Score -921548.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -921554.500000 Penalty: 2881.639160
	Iteration 43Q: 3 clusters Score -921554.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -921558.250000 Penalty: 2881.639160
	Iteration 44Q: 3 clusters Score -921558.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -921563.375000 Penalty: 2881.639160
	Iteration 45Q: 3 clusters Score -921563.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -921565.562500 Penalty: 2881.639160
	Iteration 46Q: 3 clusters Score -921565.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -921568.812500 Penalty: 2881.639160
	Iteration 47Q: 3 clusters Score -921568.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -921576.125000 Penalty: 2881.639160
	Iteration 48Q: 3 clusters Score -921576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -921578.562500 Penalty: 2881.639160
	Iteration 49Q: 3 clusters Score -921578.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -921581.187500 Penalty: 2881.639160
	Iteration 50Q: 3 clusters Score -921581.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -921586.687500 Penalty: 2881.639160
	Iteration 51Q: 3 clusters Score -921586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -921589.875000 Penalty: 2881.639160
	Iteration 52Q: 3 clusters Score -921589.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -921591.500000 Penalty: 2881.639160
	Iteration 53Q: 3 clusters Score -921591.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -921595.312500 Penalty: 2881.639160
	Iteration 54Q: 3 clusters Score -921595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -921596.875000 Penalty: 2881.639160
	Iteration 55Q: 3 clusters Score -921596.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -921598.125000 Penalty: 2881.639160
	Iteration 56Q: 3 clusters Score -921598.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -921599.062500 Penalty: 2881.639160
	Iteration 57Q: 3 clusters Score -921599.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -921601.312500 Penalty: 2881.639160
	Iteration 58Q: 3 clusters Score -921601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -921605.437500 Penalty: 2881.639160
	Iteration 59Q: 3 clusters Score -921605.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -921606.625000 Penalty: 2881.639160
	Iteration 60F: 3 clusters Score -921606.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -921611.500000 Penalty: 2881.639160
	Iteration 61Q: 3 clusters Score -921611.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -921612.500000 Penalty: 2881.639160
	Iteration 62Q: 3 clusters Score -921612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -921613.562500 Penalty: 2881.639160
	Iteration 63Q: 3 clusters Score -921613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -921617.250000 Penalty: 2881.639160
	Iteration 64Q: 3 clusters Score -921617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -921620.687500 Penalty: 2881.639160
	Iteration 65Q: 3 clusters Score -921620.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -921625.062500 Penalty: 2881.639160
	Iteration 66Q: 3 clusters Score -921625.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -921627.875000 Penalty: 2881.639160
	Iteration 67Q: 3 clusters Score -921627.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -921630.125000 Penalty: 2881.639160
	Iteration 68Q: 3 clusters Score -921630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -921634.500000 Penalty: 2881.639160
	Iteration 69Q: 3 clusters Score -921634.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -921636.437500 Penalty: 2881.639160
	Iteration 70Q: 3 clusters Score -921636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -921638.687500 Penalty: 2881.639160
	Iteration 71Q: 3 clusters Score -921638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -921640.187500 Penalty: 2881.639160
	Iteration 72Q: 3 clusters Score -921640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -921642.875000 Penalty: 2881.639160
	Iteration 73Q: 3 clusters Score -921642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -921642.375000 Penalty: 2881.639160
	Iteration 74Q: 3 clusters Score -921642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -921643.750000 Penalty: 2881.639160
	Iteration 75Q: 3 clusters Score -921643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -921644.250000 Penalty: 2881.639160
	Iteration 76Q: 3 clusters Score -921644.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -921648.250000 Penalty: 2881.639160
	Iteration 77Q: 3 clusters Score -921648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -921647.187500 Penalty: 2881.639160
	Iteration 78Q: 3 clusters Score -921647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -921647.562500 Penalty: 2881.639160
	Iteration 79Q: 3 clusters Score -921647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -921648.125000 Penalty: 2881.639160
	Iteration 80F: 3 clusters Score -921648.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -921649.500000 Penalty: 2881.639160
	Iteration 81Q: 3 clusters Score -921649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -921650.437500 Penalty: 2881.639160
	Iteration 82Q: 3 clusters Score -921650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -921651.250000 Penalty: 2881.639160
	Iteration 83Q: 3 clusters Score -921651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -921652.625000 Penalty: 2881.639160
	Iteration 84Q: 3 clusters Score -921652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -921652.687500 Penalty: 2881.639160
	Iteration 85Q: 3 clusters Score -921652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -921652.687500 Penalty: 2881.639160
	Iteration 86F: 3 clusters Score -921652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -45582.812500 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -45582.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44696.898438 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -44696.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44928.675781 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -44928.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45054.597656 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -45054.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45116.964844 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -45116.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45149.261719 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -45149.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45161.968750 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -45161.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45185.105469 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -45185.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45193.343750 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -45193.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45193.343750 Penalty: 1961.531494
	Iteration 8F: 3 clusters Score -45193.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (123789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123789 members 
Entering Unmasked Estep 
Score: -15791776.000000 Penalty: 1905.529175
	Iteration 0F: 2 clusters Score -1.579178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -15723761.000000 Penalty: 3811.058350
	Iteration 0F: 3 clusters Score -1.572376e+07 nChanged 59587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -15758700.000000 Penalty: 3811.058350
	Iteration 1F: 3 clusters Score -1.57587e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -15759943.000000 Penalty: 3811.058350
	Iteration 2Q: 3 clusters Score -1.575994e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -15761894.000000 Penalty: 3811.058350
	Iteration 3Q: 3 clusters Score -1.576189e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -15764909.000000 Penalty: 3811.058350
	Iteration 4Q: 3 clusters Score -1.576491e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -15769543.000000 Penalty: 3811.058350
	Iteration 5F: 3 clusters Score -1.576954e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -15775781.000000 Penalty: 3811.058350
	Iteration 6F: 3 clusters Score -1.577578e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -15782283.000000 Penalty: 3811.058350
	Iteration 7F: 3 clusters Score -1.578228e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -15787631.000000 Penalty: 3811.058350
	Iteration 8F: 3 clusters Score -1.578763e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -15790732.000000 Penalty: 3811.058350
	Iteration 9Q: 3 clusters Score -1.579073e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -15792125.000000 Penalty: 3811.058350
	Iteration 10Q: 3 clusters Score -1.579212e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -15792860.000000 Penalty: 3811.058350
	Iteration 11Q: 3 clusters Score -1.579286e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -15793477.000000 Penalty: 3811.058350
	Iteration 12Q: 3 clusters Score -1.579348e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94898 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -15794053.000000 Penalty: 3811.058350
	Iteration 13Q: 3 clusters Score -1.579405e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -15794571.000000 Penalty: 3811.058350
	Iteration 14Q: 3 clusters Score -1.579457e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -15794948.000000 Penalty: 3811.058350
	Iteration 15Q: 3 clusters Score -1.579495e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -15795276.000000 Penalty: 3811.058350
	Iteration 16Q: 3 clusters Score -1.579528e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -15795604.000000 Penalty: 3811.058350
	Iteration 17Q: 3 clusters Score -1.57956e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100277 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -15795741.000000 Penalty: 3811.058350
	Iteration 18Q: 3 clusters Score -1.579574e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -15795912.000000 Penalty: 3811.058350
	Iteration 19Q: 3 clusters Score -1.579591e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -15796070.000000 Penalty: 3811.058350
	Iteration 20F: 3 clusters Score -1.579607e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -15796198.000000 Penalty: 3811.058350
	Iteration 21Q: 3 clusters Score -1.57962e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -15796343.000000 Penalty: 3811.058350
	Iteration 22Q: 3 clusters Score -1.579634e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -15796424.000000 Penalty: 3811.058350
	Iteration 23Q: 3 clusters Score -1.579642e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -15796575.000000 Penalty: 3811.058350
	Iteration 24Q: 3 clusters Score -1.579658e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104644 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -15796809.000000 Penalty: 3811.058350
	Iteration 25Q: 3 clusters Score -1.579681e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -15797050.000000 Penalty: 3811.058350
	Iteration 26Q: 3 clusters Score -1.579705e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105746 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -15797224.000000 Penalty: 3811.058350
	Iteration 27Q: 3 clusters Score -1.579722e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -15797344.000000 Penalty: 3811.058350
	Iteration 28Q: 3 clusters Score -1.579734e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -15797499.000000 Penalty: 3811.058350
	Iteration 29Q: 3 clusters Score -1.57975e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -15797592.000000 Penalty: 3811.058350
	Iteration 30Q: 3 clusters Score -1.579759e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -15797835.000000 Penalty: 3811.058350
	Iteration 31Q: 3 clusters Score -1.579784e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -15797951.000000 Penalty: 3811.058350
	Iteration 32Q: 3 clusters Score -1.579795e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109086 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -15798031.000000 Penalty: 3811.058350
	Iteration 33Q: 3 clusters Score -1.579803e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -15798117.000000 Penalty: 3811.058350
	Iteration 34Q: 3 clusters Score -1.579812e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -15798223.000000 Penalty: 3811.058350
	Iteration 35Q: 3 clusters Score -1.579822e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110585 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -15798315.000000 Penalty: 3811.058350
	Iteration 36Q: 3 clusters Score -1.579832e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -15798342.000000 Penalty: 3811.058350
	Iteration 37Q: 3 clusters Score -1.579834e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111478 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -15798376.000000 Penalty: 3811.058350
	Iteration 38Q: 3 clusters Score -1.579838e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -15798381.000000 Penalty: 3811.058350
	Iteration 39Q: 3 clusters Score -1.579838e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112271 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -15798368.000000 Penalty: 3811.058350
	Iteration 40F: 3 clusters Score -1.579837e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112580 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -15798320.000000 Penalty: 3811.058350
	Iteration 41Q: 3 clusters Score -1.579832e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112864 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -15798281.000000 Penalty: 3811.058350
	Iteration 42Q: 3 clusters Score -1.579828e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113138 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -15798222.000000 Penalty: 3811.058350
	Iteration 43Q: 3 clusters Score -1.579822e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -15798198.000000 Penalty: 3811.058350
	Iteration 44Q: 3 clusters Score -1.57982e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -15798130.000000 Penalty: 3811.058350
	Iteration 45Q: 3 clusters Score -1.579813e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113849 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -15798064.000000 Penalty: 3811.058350
	Iteration 46Q: 3 clusters Score -1.579806e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -15797998.000000 Penalty: 3811.058350
	Iteration 47Q: 3 clusters Score -1.5798e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114234 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -15797983.000000 Penalty: 3811.058350
	Iteration 48Q: 3 clusters Score -1.579798e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -15797966.000000 Penalty: 3811.058350
	Iteration 49Q: 3 clusters Score -1.579797e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114535 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -15797908.000000 Penalty: 3811.058350
	Iteration 50Q: 3 clusters Score -1.579791e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -15797880.000000 Penalty: 3811.058350
	Iteration 51Q: 3 clusters Score -1.579788e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -15797831.000000 Penalty: 3811.058350
	Iteration 52Q: 3 clusters Score -1.579783e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114912 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -15797820.000000 Penalty: 3811.058350
	Iteration 53Q: 3 clusters Score -1.579782e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -15797779.000000 Penalty: 3811.058350
	Iteration 54Q: 3 clusters Score -1.579778e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115116 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -15797745.000000 Penalty: 3811.058350
	Iteration 55Q: 3 clusters Score -1.579774e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115205 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -15797695.000000 Penalty: 3811.058350
	Iteration 56Q: 3 clusters Score -1.57977e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115283 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -15797679.000000 Penalty: 3811.058350
	Iteration 57Q: 3 clusters Score -1.579768e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -15797663.000000 Penalty: 3811.058350
	Iteration 58Q: 3 clusters Score -1.579766e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115429 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -15797640.000000 Penalty: 3811.058350
	Iteration 59Q: 3 clusters Score -1.579764e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -15797626.000000 Penalty: 3811.058350
	Iteration 60F: 3 clusters Score -1.579763e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115591 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -15797565.000000 Penalty: 3811.058350
	Iteration 61Q: 3 clusters Score -1.579756e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -15797554.000000 Penalty: 3811.058350
	Iteration 62Q: 3 clusters Score -1.579755e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115739 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -15797525.000000 Penalty: 3811.058350
	Iteration 63Q: 3 clusters Score -1.579752e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -15797503.000000 Penalty: 3811.058350
	Iteration 64Q: 3 clusters Score -1.57975e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -15797479.000000 Penalty: 3811.058350
	Iteration 65Q: 3 clusters Score -1.579748e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115930 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -15797436.000000 Penalty: 3811.058350
	Iteration 66Q: 3 clusters Score -1.579744e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115970 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -15797410.000000 Penalty: 3811.058350
	Iteration 67Q: 3 clusters Score -1.579741e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -15797411.000000 Penalty: 3811.058350
	Iteration 68Q: 3 clusters Score -1.579741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116028 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -15797415.000000 Penalty: 3811.058350
	Iteration 69Q: 3 clusters Score -1.579742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116051 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -15797401.000000 Penalty: 3811.058350
	Iteration 70Q: 3 clusters Score -1.57974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116072 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -15797392.000000 Penalty: 3811.058350
	Iteration 71Q: 3 clusters Score -1.579739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -15797385.000000 Penalty: 3811.058350
	Iteration 72Q: 3 clusters Score -1.579738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -15797375.000000 Penalty: 3811.058350
	Iteration 73Q: 3 clusters Score -1.579738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116121 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -15797372.000000 Penalty: 3811.058350
	Iteration 74Q: 3 clusters Score -1.579737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116134 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -15797363.000000 Penalty: 3811.058350
	Iteration 75Q: 3 clusters Score -1.579736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116147 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -15797370.000000 Penalty: 3811.058350
	Iteration 76Q: 3 clusters Score -1.579737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116163 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -15797356.000000 Penalty: 3811.058350
	Iteration 77Q: 3 clusters Score -1.579736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116177 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -15797355.000000 Penalty: 3811.058350
	Iteration 78Q: 3 clusters Score -1.579736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116184 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -15797360.000000 Penalty: 3811.058350
	Iteration 79Q: 3 clusters Score -1.579736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -15797352.000000 Penalty: 3811.058350
	Iteration 80F: 3 clusters Score -1.579735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -15797362.000000 Penalty: 3811.058350
	Iteration 81Q: 3 clusters Score -1.579736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -15797346.000000 Penalty: 3811.058350
	Iteration 82Q: 3 clusters Score -1.579735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -15797348.000000 Penalty: 3811.058350
	Iteration 83Q: 3 clusters Score -1.579735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116220 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -15797340.000000 Penalty: 3811.058350
	Iteration 84Q: 3 clusters Score -1.579734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116223 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -15797346.000000 Penalty: 3811.058350
	Iteration 85Q: 3 clusters Score -1.579735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116226 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -15797344.000000 Penalty: 3811.058350
	Iteration 86Q: 3 clusters Score -1.579734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -15797334.000000 Penalty: 3811.058350
	Iteration 87Q: 3 clusters Score -1.579733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116230 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -15797337.000000 Penalty: 3811.058350
	Iteration 88Q: 3 clusters Score -1.579734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116230 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -15797336.000000 Penalty: 3811.058350
	Iteration 89Q: 3 clusters Score -1.579734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -15797343.000000 Penalty: 3811.058350
	Iteration 90Q: 3 clusters Score -1.579734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -15797339.000000 Penalty: 3811.058350
	Iteration 91Q: 3 clusters Score -1.579734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -15797339.000000 Penalty: 3811.058350
	Iteration 92F: 3 clusters Score -1.579734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 102198 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 21122 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 107092 members 
Mstep: Class 7 contains 7091 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 116232 members 
Mstep: Class 10 contains 23872 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 7557 members 
Mstep: Class 16 contains 122717 members 
Mstep: Class 19 contains 60438 members 
Mstep: Class 20 contains 4811 members 
Entering Unmasked Estep 
Score: -72800480.000000 Penalty: 38813.050781
Splitting cluster 9 changes total score from -72795488.000000 to -72800480.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 10 (23872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Entering Unmasked Estep 
Score: -3006448.000000 Penalty: 1638.074951
	Iteration 0F: 2 clusters Score -3006448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2990353.000000 Penalty: 3276.149902
	Iteration 0F: 3 clusters Score -2990353 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2996254.250000 Penalty: 3276.149902
	Iteration 1F: 3 clusters Score -2996254 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2996629.250000 Penalty: 3276.149902
	Iteration 2Q: 3 clusters Score -2996629 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2996997.250000 Penalty: 3276.149902
	Iteration 3Q: 3 clusters Score -2996997 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2997420.000000 Penalty: 3276.149902
	Iteration 4Q: 3 clusters Score -2997420 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2997877.250000 Penalty: 3276.149902
	Iteration 5Q: 3 clusters Score -2997877 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2998445.500000 Penalty: 3276.149902
	Iteration 6Q: 3 clusters Score -2998446 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2999135.250000 Penalty: 3276.149902
	Iteration 7Q: 3 clusters Score -2999135 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2999885.000000 Penalty: 3276.149902
	Iteration 8Q: 3 clusters Score -2999885 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3000659.750000 Penalty: 3276.149902
	Iteration 9F: 3 clusters Score -3000660 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3001383.750000 Penalty: 3276.149902
	Iteration 10Q: 3 clusters Score -3001384 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3001974.750000 Penalty: 3276.149902
	Iteration 11Q: 3 clusters Score -3001975 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3002414.750000 Penalty: 3276.149902
	Iteration 12Q: 3 clusters Score -3002415 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3002787.750000 Penalty: 3276.149902
	Iteration 13Q: 3 clusters Score -3002788 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3003089.750000 Penalty: 3276.149902
	Iteration 14Q: 3 clusters Score -3003090 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3003343.000000 Penalty: 3276.149902
	Iteration 15Q: 3 clusters Score -3003343 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3003568.000000 Penalty: 3276.149902
	Iteration 16Q: 3 clusters Score -3003568 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3003770.500000 Penalty: 3276.149902
	Iteration 17Q: 3 clusters Score -3003770 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3003969.000000 Penalty: 3276.149902
	Iteration 18Q: 3 clusters Score -3003969 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3004166.000000 Penalty: 3276.149902
	Iteration 19Q: 3 clusters Score -3004166 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3004311.000000 Penalty: 3276.149902
	Iteration 20F: 3 clusters Score -3004311 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3004436.250000 Penalty: 3276.149902
	Iteration 21Q: 3 clusters Score -3004436 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3004564.000000 Penalty: 3276.149902
	Iteration 22Q: 3 clusters Score -3004564 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3004661.000000 Penalty: 3276.149902
	Iteration 23Q: 3 clusters Score -3004661 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3004742.500000 Penalty: 3276.149902
	Iteration 24Q: 3 clusters Score -3004742 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3004820.500000 Penalty: 3276.149902
	Iteration 25Q: 3 clusters Score -3004820 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3004898.250000 Penalty: 3276.149902
	Iteration 26Q: 3 clusters Score -3004898 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3004965.000000 Penalty: 3276.149902
	Iteration 27Q: 3 clusters Score -3004965 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3005017.750000 Penalty: 3276.149902
	Iteration 28Q: 3 clusters Score -3005018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3005056.750000 Penalty: 3276.149902
	Iteration 29Q: 3 clusters Score -3005057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3005079.500000 Penalty: 3276.149902
	Iteration 30Q: 3 clusters Score -3005080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3005105.500000 Penalty: 3276.149902
	Iteration 31Q: 3 clusters Score -3005106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3005123.500000 Penalty: 3276.149902
	Iteration 32Q: 3 clusters Score -3005124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3005136.500000 Penalty: 3276.149902
	Iteration 33Q: 3 clusters Score -3005136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3005145.750000 Penalty: 3276.149902
	Iteration 34Q: 3 clusters Score -3005146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3005152.750000 Penalty: 3276.149902
	Iteration 35Q: 3 clusters Score -3005153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3005161.250000 Penalty: 3276.149902
	Iteration 36Q: 3 clusters Score -3005161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3005166.250000 Penalty: 3276.149902
	Iteration 37Q: 3 clusters Score -3005166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3005174.750000 Penalty: 3276.149902
	Iteration 38Q: 3 clusters Score -3005175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3005184.750000 Penalty: 3276.149902
	Iteration 39Q: 3 clusters Score -3005185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3005195.250000 Penalty: 3276.149902
	Iteration 40F: 3 clusters Score -3005195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3005200.250000 Penalty: 3276.149902
	Iteration 41Q: 3 clusters Score -3005200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3005198.500000 Penalty: 3276.149902
	Iteration 42Q: 3 clusters Score -3005198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3005197.750000 Penalty: 3276.149902
	Iteration 43Q: 3 clusters Score -3005198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3005195.250000 Penalty: 3276.149902
	Iteration 44Q: 3 clusters Score -3005195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3005200.500000 Penalty: 3276.149902
	Iteration 45Q: 3 clusters Score -3005200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3005196.750000 Penalty: 3276.149902
	Iteration 46Q: 3 clusters Score -3005197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3005202.500000 Penalty: 3276.149902
	Iteration 47Q: 3 clusters Score -3005202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3005200.750000 Penalty: 3276.149902
	Iteration 48Q: 3 clusters Score -3005201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3005203.250000 Penalty: 3276.149902
	Iteration 49Q: 3 clusters Score -3005203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3005202.250000 Penalty: 3276.149902
	Iteration 50Q: 3 clusters Score -3005202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3005203.250000 Penalty: 3276.149902
	Iteration 51Q: 3 clusters Score -3005203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3005206.000000 Penalty: 3276.149902
	Iteration 52Q: 3 clusters Score -3005206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3005205.000000 Penalty: 3276.149902
	Iteration 53Q: 3 clusters Score -3005205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3005207.500000 Penalty: 3276.149902
	Iteration 54Q: 3 clusters Score -3005208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3005206.000000 Penalty: 3276.149902
	Iteration 55Q: 3 clusters Score -3005206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3005206.000000 Penalty: 3276.149902
	Iteration 56F: 3 clusters Score -3005206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -57059.925781 Penalty: 1021.171814
	Iteration 0F: 2 clusters Score -57059.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55999.140625 Penalty: 2042.343628
	Iteration 0F: 3 clusters Score -55999.14 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56166.496094 Penalty: 2042.343628
	Iteration 1F: 3 clusters Score -56166.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56200.546875 Penalty: 2042.343628
	Iteration 2Q: 3 clusters Score -56200.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56221.585938 Penalty: 2042.343628
	Iteration 3Q: 3 clusters Score -56221.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56241.804688 Penalty: 2042.343628
	Iteration 4Q: 3 clusters Score -56241.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56256.652344 Penalty: 2042.343628
	Iteration 5Q: 3 clusters Score -56256.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56275.347656 Penalty: 2042.343628
	Iteration 6Q: 3 clusters Score -56275.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56285.714844 Penalty: 2042.343628
	Iteration 7Q: 3 clusters Score -56285.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56291.179688 Penalty: 2042.343628
	Iteration 8Q: 3 clusters Score -56291.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56296.390625 Penalty: 2042.343628
	Iteration 9Q: 3 clusters Score -56296.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56296.390625 Penalty: 2042.343628
	Iteration 10F: 3 clusters Score -56296.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -52847.574219 Penalty: 941.364685
	Iteration 0F: 2 clusters Score -52847.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51913.718750 Penalty: 1882.729370
	Iteration 0F: 3 clusters Score -51913.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52013.386719 Penalty: 1882.729370
	Iteration 1F: 3 clusters Score -52013.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52041.937500 Penalty: 1882.729370
	Iteration 2Q: 3 clusters Score -52041.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52052.269531 Penalty: 1882.729370
	Iteration 3Q: 3 clusters Score -52052.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52058.339844 Penalty: 1882.729370
	Iteration 4Q: 3 clusters Score -52058.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52062.457031 Penalty: 1882.729370
	Iteration 5Q: 3 clusters Score -52062.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52062.457031 Penalty: 1882.729370
	Iteration 6F: 3 clusters Score -52062.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35577.148438 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -35577.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34663.785156 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -34663.79 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34959.542969 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -34959.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35105.285156 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -35105.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35225.140625 Penalty: 1946.412354
	Iteration 3F: 3 clusters Score -35225.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35256.445312 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -35256.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35273.656250 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -35273.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35289.382812 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -35289.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35292.796875 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -35292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35298.468750 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -35298.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35298.468750 Penalty: 1946.412354
	Iteration 9F: 3 clusters Score -35298.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -28741.724609 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -28741.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27920.226562 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -27920.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28098.585938 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -28098.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28165.242188 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -28165.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28169.419922 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -28169.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28174.486328 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -28174.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28175.156250 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -28175.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28175.156250 Penalty: 1852.644165
	Iteration 6F: 3 clusters Score -28175.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (122717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122717 members 
Entering Unmasked Estep 
Score: -15535700.000000 Penalty: 1904.115845
	Iteration 0F: 2 clusters Score -1.55357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -15458190.000000 Penalty: 3808.231689
	Iteration 0F: 3 clusters Score -1.545819e+07 nChanged 58941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -15493567.000000 Penalty: 3808.231689
	Iteration 1F: 3 clusters Score -1.549357e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -15495085.000000 Penalty: 3808.231689
	Iteration 2Q: 3 clusters Score -1.549508e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -15497169.000000 Penalty: 3808.231689
	Iteration 3Q: 3 clusters Score -1.549717e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -15500068.000000 Penalty: 3808.231689
	Iteration 4F: 3 clusters Score -1.550007e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -15504614.000000 Penalty: 3808.231689
	Iteration 5F: 3 clusters Score -1.550461e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -15510798.000000 Penalty: 3808.231689
	Iteration 6F: 3 clusters Score -1.55108e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -15517974.000000 Penalty: 3808.231689
	Iteration 7F: 3 clusters Score -1.551797e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -15524422.000000 Penalty: 3808.231689
	Iteration 8F: 3 clusters Score -1.552442e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -15528374.000000 Penalty: 3808.231689
	Iteration 9Q: 3 clusters Score -1.552837e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -15530598.000000 Penalty: 3808.231689
	Iteration 10Q: 3 clusters Score -1.55306e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100198 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -15531837.000000 Penalty: 3808.231689
	Iteration 11Q: 3 clusters Score -1.553184e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -15532859.000000 Penalty: 3808.231689
	Iteration 12Q: 3 clusters Score -1.553286e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -15533652.000000 Penalty: 3808.231689
	Iteration 13Q: 3 clusters Score -1.553365e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -15534447.000000 Penalty: 3808.231689
	Iteration 14Q: 3 clusters Score -1.553445e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -15534921.000000 Penalty: 3808.231689
	Iteration 15Q: 3 clusters Score -1.553492e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105187 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -15535328.000000 Penalty: 3808.231689
	Iteration 16Q: 3 clusters Score -1.553533e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -15535607.000000 Penalty: 3808.231689
	Iteration 17Q: 3 clusters Score -1.553561e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -15535865.000000 Penalty: 3808.231689
	Iteration 18Q: 3 clusters Score -1.553586e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106319 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -15536027.000000 Penalty: 3808.231689
	Iteration 19Q: 3 clusters Score -1.553603e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -15536243.000000 Penalty: 3808.231689
	Iteration 20F: 3 clusters Score -1.553624e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106697 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -15536417.000000 Penalty: 3808.231689
	Iteration 21Q: 3 clusters Score -1.553642e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -15536548.000000 Penalty: 3808.231689
	Iteration 22Q: 3 clusters Score -1.553655e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -15536601.000000 Penalty: 3808.231689
	Iteration 23Q: 3 clusters Score -1.55366e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -15536641.000000 Penalty: 3808.231689
	Iteration 24Q: 3 clusters Score -1.553664e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -15536664.000000 Penalty: 3808.231689
	Iteration 25Q: 3 clusters Score -1.553666e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -15536689.000000 Penalty: 3808.231689
	Iteration 26Q: 3 clusters Score -1.553669e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -15536713.000000 Penalty: 3808.231689
	Iteration 27Q: 3 clusters Score -1.553671e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -15536774.000000 Penalty: 3808.231689
	Iteration 28Q: 3 clusters Score -1.553677e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -15536754.000000 Penalty: 3808.231689
	Iteration 29Q: 3 clusters Score -1.553675e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107226 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -15536760.000000 Penalty: 3808.231689
	Iteration 30Q: 3 clusters Score -1.553676e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -15536766.000000 Penalty: 3808.231689
	Iteration 31Q: 3 clusters Score -1.553677e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -15536789.000000 Penalty: 3808.231689
	Iteration 32Q: 3 clusters Score -1.553679e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -15536806.000000 Penalty: 3808.231689
	Iteration 33Q: 3 clusters Score -1.553681e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -15536815.000000 Penalty: 3808.231689
	Iteration 34Q: 3 clusters Score -1.553682e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -15536797.000000 Penalty: 3808.231689
	Iteration 35Q: 3 clusters Score -1.55368e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -15536802.000000 Penalty: 3808.231689
	Iteration 36Q: 3 clusters Score -1.55368e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -15536834.000000 Penalty: 3808.231689
	Iteration 37Q: 3 clusters Score -1.553683e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -15536834.000000 Penalty: 3808.231689
	Iteration 38Q: 3 clusters Score -1.553683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -15536847.000000 Penalty: 3808.231689
	Iteration 39Q: 3 clusters Score -1.553685e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -15536866.000000 Penalty: 3808.231689
	Iteration 40F: 3 clusters Score -1.553687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -15536827.000000 Penalty: 3808.231689
	Iteration 41Q: 3 clusters Score -1.553683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -15536834.000000 Penalty: 3808.231689
	Iteration 42Q: 3 clusters Score -1.553683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -15536846.000000 Penalty: 3808.231689
	Iteration 43Q: 3 clusters Score -1.553685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -15536836.000000 Penalty: 3808.231689
	Iteration 44Q: 3 clusters Score -1.553684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107590 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -15536838.000000 Penalty: 3808.231689
	Iteration 45Q: 3 clusters Score -1.553684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107596 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -15536842.000000 Penalty: 3808.231689
	Iteration 46Q: 3 clusters Score -1.553684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -15536839.000000 Penalty: 3808.231689
	Iteration 47Q: 3 clusters Score -1.553684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107602 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -15536837.000000 Penalty: 3808.231689
	Iteration 48Q: 3 clusters Score -1.553684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107602 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -15536832.000000 Penalty: 3808.231689
	Iteration 49Q: 3 clusters Score -1.553683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107602 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -15536844.000000 Penalty: 3808.231689
	Iteration 50Q: 3 clusters Score -1.553684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -15536846.000000 Penalty: 3808.231689
	Iteration 51Q: 3 clusters Score -1.553685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -15536856.000000 Penalty: 3808.231689
	Iteration 52Q: 3 clusters Score -1.553686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107597 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -15536845.000000 Penalty: 3808.231689
	Iteration 53Q: 3 clusters Score -1.553684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -15536855.000000 Penalty: 3808.231689
	Iteration 54Q: 3 clusters Score -1.553686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107598 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -15536851.000000 Penalty: 3808.231689
	Iteration 55Q: 3 clusters Score -1.553685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -15536856.000000 Penalty: 3808.231689
	Iteration 56Q: 3 clusters Score -1.553686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -15536844.000000 Penalty: 3808.231689
	Iteration 57Q: 3 clusters Score -1.553684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -15536866.000000 Penalty: 3808.231689
	Iteration 58Q: 3 clusters Score -1.553687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -15536864.000000 Penalty: 3808.231689
	Iteration 59Q: 3 clusters Score -1.553686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -15536861.000000 Penalty: 3808.231689
	Iteration 60F: 3 clusters Score -1.553686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -15536870.000000 Penalty: 3808.231689
	Iteration 61Q: 3 clusters Score -1.553687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -15536865.000000 Penalty: 3808.231689
	Iteration 62Q: 3 clusters Score -1.553686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -15536865.000000 Penalty: 3808.231689
	Iteration 63Q: 3 clusters Score -1.553686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -15536874.000000 Penalty: 3808.231689
	Iteration 64Q: 3 clusters Score -1.553687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -15536864.000000 Penalty: 3808.231689
	Iteration 65Q: 3 clusters Score -1.553686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -15536869.000000 Penalty: 3808.231689
	Iteration 66Q: 3 clusters Score -1.553687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -15536868.000000 Penalty: 3808.231689
	Iteration 67Q: 3 clusters Score -1.553687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107598 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -15536870.000000 Penalty: 3808.231689
	Iteration 68Q: 3 clusters Score -1.553687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107597 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -15536867.000000 Penalty: 3808.231689
	Iteration 69Q: 3 clusters Score -1.553687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -15536872.000000 Penalty: 3808.231689
	Iteration 70Q: 3 clusters Score -1.553687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -15536872.000000 Penalty: 3808.231689
	Iteration 71F: 3 clusters Score -1.553687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 102198 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 21122 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 107092 members 
Mstep: Class 7 contains 7091 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 116232 members 
Mstep: Class 10 contains 23872 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 7557 members 
Mstep: Class 16 contains 107595 members 
Mstep: Class 17 contains 15122 members 
Mstep: Class 19 contains 60438 members 
Mstep: Class 20 contains 4811 members 
Entering Unmasked Estep 
Score: -72802072.000000 Penalty: 40969.332031
Splitting cluster 16 changes total score from -72795488.000000 to -72802072.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 19 (60438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Entering Unmasked Estep 
Score: -7745241.000000 Penalty: 1789.023193
	Iteration 0F: 2 clusters Score -7745241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -7705675.500000 Penalty: 3578.046387
	Iteration 0F: 3 clusters Score -7705676 nChanged 28435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -7721901.500000 Penalty: 3578.046387
	Iteration 1F: 3 clusters Score -7721902 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -7722487.000000 Penalty: 3578.046387
	Iteration 2Q: 3 clusters Score -7722487 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -7723216.000000 Penalty: 3578.046387
	Iteration 3Q: 3 clusters Score -7723216 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -7724207.500000 Penalty: 3578.046387
	Iteration 4Q: 3 clusters Score -7724208 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -7725717.500000 Penalty: 3578.046387
	Iteration 5F: 3 clusters Score -7725718 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -7728249.500000 Penalty: 3578.046387
	Iteration 6F: 3 clusters Score -7728250 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -7731658.000000 Penalty: 3578.046387
	Iteration 7F: 3 clusters Score -7731658 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -7735493.000000 Penalty: 3578.046387
	Iteration 8F: 3 clusters Score -7735493 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -7738621.000000 Penalty: 3578.046387
	Iteration 9F: 3 clusters Score -7738621 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -7740659.000000 Penalty: 3578.046387
	Iteration 10Q: 3 clusters Score -7740659 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -7741783.000000 Penalty: 3578.046387
	Iteration 11Q: 3 clusters Score -7741783 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -7742400.500000 Penalty: 3578.046387
	Iteration 12Q: 3 clusters Score -7742400 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -7742816.000000 Penalty: 3578.046387
	Iteration 13Q: 3 clusters Score -7742816 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -7743133.500000 Penalty: 3578.046387
	Iteration 14Q: 3 clusters Score -7743134 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -7743388.500000 Penalty: 3578.046387
	Iteration 15Q: 3 clusters Score -7743388 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -7743617.500000 Penalty: 3578.046387
	Iteration 16Q: 3 clusters Score -7743618 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -7743759.500000 Penalty: 3578.046387
	Iteration 17Q: 3 clusters Score -7743760 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -7743845.000000 Penalty: 3578.046387
	Iteration 18Q: 3 clusters Score -7743845 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7743892.500000 Penalty: 3578.046387
	Iteration 19Q: 3 clusters Score -7743892 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -7743944.000000 Penalty: 3578.046387
	Iteration 20F: 3 clusters Score -7743944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -7743934.500000 Penalty: 3578.046387
	Iteration 21Q: 3 clusters Score -7743934 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -7743939.000000 Penalty: 3578.046387
	Iteration 22Q: 3 clusters Score -7743939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -7743941.000000 Penalty: 3578.046387
	Iteration 23Q: 3 clusters Score -7743941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7743938.500000 Penalty: 3578.046387
	Iteration 24Q: 3 clusters Score -7743938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -7743940.000000 Penalty: 3578.046387
	Iteration 25Q: 3 clusters Score -7743940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -7743929.500000 Penalty: 3578.046387
	Iteration 26Q: 3 clusters Score -7743930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -7743939.500000 Penalty: 3578.046387
	Iteration 27Q: 3 clusters Score -7743940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -7743932.000000 Penalty: 3578.046387
	Iteration 28Q: 3 clusters Score -7743932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -7743944.000000 Penalty: 3578.046387
	Iteration 29Q: 3 clusters Score -7743944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -7743946.000000 Penalty: 3578.046387
	Iteration 30Q: 3 clusters Score -7743946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -7743951.500000 Penalty: 3578.046387
	Iteration 31Q: 3 clusters Score -7743952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -7743949.500000 Penalty: 3578.046387
	Iteration 32Q: 3 clusters Score -7743950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -7743958.000000 Penalty: 3578.046387
	Iteration 33Q: 3 clusters Score -7743958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -7743958.500000 Penalty: 3578.046387
	Iteration 34Q: 3 clusters Score -7743958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -7743962.500000 Penalty: 3578.046387
	Iteration 35Q: 3 clusters Score -7743962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -7743963.000000 Penalty: 3578.046387
	Iteration 36Q: 3 clusters Score -7743963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -7743963.500000 Penalty: 3578.046387
	Iteration 37Q: 3 clusters Score -7743964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -7743956.500000 Penalty: 3578.046387
	Iteration 38Q: 3 clusters Score -7743956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -7743953.500000 Penalty: 3578.046387
	Iteration 39Q: 3 clusters Score -7743954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -7743954.500000 Penalty: 3578.046387
	Iteration 40F: 3 clusters Score -7743954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -7743957.500000 Penalty: 3578.046387
	Iteration 41Q: 3 clusters Score -7743958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -7743957.500000 Penalty: 3578.046387
	Iteration 42F: 3 clusters Score -7743958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -590550.562500 Penalty: 1377.782349
	Iteration 0F: 2 clusters Score -590550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -586725.750000 Penalty: 2755.564697
	Iteration 0F: 3 clusters Score -586725.8 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -587792.500000 Penalty: 2755.564697
	Iteration 1F: 3 clusters Score -587792.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -588056.250000 Penalty: 2755.564697
	Iteration 2F: 3 clusters Score -588056.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -588251.500000 Penalty: 2755.564697
	Iteration 3F: 3 clusters Score -588251.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -588440.750000 Penalty: 2755.564697
	Iteration 4F: 3 clusters Score -588440.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -588621.812500 Penalty: 2755.564697
	Iteration 5F: 3 clusters Score -588621.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -588810.125000 Penalty: 2755.564697
	Iteration 6F: 3 clusters Score -588810.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -589000.750000 Penalty: 2755.564697
	Iteration 7F: 3 clusters Score -589000.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -589189.437500 Penalty: 2755.564697
	Iteration 8Q: 3 clusters Score -589189.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -589366.562500 Penalty: 2755.564697
	Iteration 9Q: 3 clusters Score -589366.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -589521.312500 Penalty: 2755.564697
	Iteration 10Q: 3 clusters Score -589521.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -589636.125000 Penalty: 2755.564697
	Iteration 11Q: 3 clusters Score -589636.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -589730.562500 Penalty: 2755.564697
	Iteration 12Q: 3 clusters Score -589730.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -589793.250000 Penalty: 2755.564697
	Iteration 13Q: 3 clusters Score -589793.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -589818.250000 Penalty: 2755.564697
	Iteration 14Q: 3 clusters Score -589818.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -589829.750000 Penalty: 2755.564697
	Iteration 15Q: 3 clusters Score -589829.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -589837.812500 Penalty: 2755.564697
	Iteration 16Q: 3 clusters Score -589837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -589843.000000 Penalty: 2755.564697
	Iteration 17Q: 3 clusters Score -589843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -589846.312500 Penalty: 2755.564697
	Iteration 18Q: 3 clusters Score -589846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -589848.562500 Penalty: 2755.564697
	Iteration 19Q: 3 clusters Score -589848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -589851.812500 Penalty: 2755.564697
	Iteration 20F: 3 clusters Score -589851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -589855.250000 Penalty: 2755.564697
	Iteration 21Q: 3 clusters Score -589855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -589857.312500 Penalty: 2755.564697
	Iteration 22Q: 3 clusters Score -589857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -589861.625000 Penalty: 2755.564697
	Iteration 23Q: 3 clusters Score -589861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -589862.875000 Penalty: 2755.564697
	Iteration 24Q: 3 clusters Score -589862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -589864.250000 Penalty: 2755.564697
	Iteration 25Q: 3 clusters Score -589864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -589865.437500 Penalty: 2755.564697
	Iteration 26Q: 3 clusters Score -589865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -589866.562500 Penalty: 2755.564697
	Iteration 27Q: 3 clusters Score -589866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -589866.062500 Penalty: 2755.564697
	Iteration 28Q: 3 clusters Score -589866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -589866.062500 Penalty: 2755.564697
	Iteration 29F: 3 clusters Score -589866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 102198 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 21122 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 107092 members 
Mstep: Class 7 contains 7091 members 
Mstep: Class 8 contains 418 members 
Mstep: Class 9 contains 116232 members 
Mstep: Class 10 contains 23872 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 16 contains 107595 members 
Mstep: Class 19 contains 60438 members 
Mstep: Class 20 contains 4811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804904.000000 Penalty: 40969.332031
Iteration 159Q: 20 clusters Score -7.28049e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 21258 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 3424 members 
Mstep: Class 6 contains 107848 members 
Mstep: Class 7 contains 7210 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115172 members 
Mstep: Class 10 contains 23827 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 8105 members 
Mstep: Class 16 contains 107685 members 
Mstep: Class 17 contains 15186 members 
Mstep: Class 19 contains 59830 members 
Mstep: Class 20 contains 4831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807008.000000 Penalty: 40969.332031
Iteration 160F: 20 clusters Score -7.280701e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 21339 members 
Mstep: Class 4 contains 211 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 108250 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 114508 members 
Mstep: Class 10 contains 23819 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 107635 members 
Mstep: Class 17 contains 15560 members 
Mstep: Class 19 contains 59140 members 
Mstep: Class 20 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808400.000000 Penalty: 40969.332031
Iteration 161Q: 20 clusters Score -7.28084e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 21431 members 
Mstep: Class 4 contains 214 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 108566 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 114204 members 
Mstep: Class 10 contains 23819 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 299 members 
Mstep: Class 15 contains 10051 members 
Mstep: Class 16 contains 107611 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 19 contains 58558 members 
Mstep: Class 20 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809512.000000 Penalty: 40969.332031
Iteration 162Q: 20 clusters Score -7.280951e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 21485 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 3408 members 
Mstep: Class 6 contains 108805 members 
Mstep: Class 7 contains 7530 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 114134 members 
Mstep: Class 10 contains 23821 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 10996 members 
Mstep: Class 16 contains 107656 members 
Mstep: Class 17 contains 16294 members 
Mstep: Class 19 contains 58009 members 
Mstep: Class 20 contains 4836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809848.000000 Penalty: 40969.332031
Iteration 163Q: 20 clusters Score -7.280985e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 340 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 209 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 108960 members 
Mstep: Class 7 contains 7620 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 114252 members 
Mstep: Class 10 contains 23780 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 11928 members 
Mstep: Class 16 contains 107773 members 
Mstep: Class 17 contains 16665 members 
Mstep: Class 19 contains 57450 members 
Mstep: Class 20 contains 4833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810568.000000 Penalty: 40969.332031
Iteration 164Q: 20 clusters Score -7.281057e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 21722 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 3438 members 
Mstep: Class 6 contains 109077 members 
Mstep: Class 7 contains 7697 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 114560 members 
Mstep: Class 10 contains 23740 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 303 members 
Mstep: Class 15 contains 12879 members 
Mstep: Class 16 contains 107905 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 19 contains 56882 members 
Mstep: Class 20 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810704.000000 Penalty: 40969.332031
Iteration 165Q: 20 clusters Score -7.28107e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 21878 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 109151 members 
Mstep: Class 7 contains 7762 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 114975 members 
Mstep: Class 10 contains 23669 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 13820 members 
Mstep: Class 16 contains 108066 members 
Mstep: Class 17 contains 17473 members 
Mstep: Class 19 contains 56323 members 
Mstep: Class 20 contains 4817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811056.000000 Penalty: 40969.332031
Iteration 166Q: 20 clusters Score -7.281106e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 22048 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3458 members 
Mstep: Class 6 contains 109205 members 
Mstep: Class 7 contains 7820 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 115450 members 
Mstep: Class 10 contains 23569 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 14719 members 
Mstep: Class 16 contains 108157 members 
Mstep: Class 17 contains 17925 members 
Mstep: Class 19 contains 55848 members 
Mstep: Class 20 contains 4815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811312.000000 Penalty: 40969.332031
Iteration 167Q: 20 clusters Score -7.281131e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 22193 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 109260 members 
Mstep: Class 7 contains 7871 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 115900 members 
Mstep: Class 10 contains 23502 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 15597 members 
Mstep: Class 16 contains 108314 members 
Mstep: Class 17 contains 18373 members 
Mstep: Class 19 contains 55439 members 
Mstep: Class 20 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811280.000000 Penalty: 40969.332031
Iteration 168Q: 20 clusters Score -7.281128e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 22372 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 109313 members 
Mstep: Class 7 contains 7908 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 116359 members 
Mstep: Class 10 contains 23444 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 16394 members 
Mstep: Class 16 contains 108542 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 54988 members 
Mstep: Class 20 contains 4792 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -7.28112e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 109337 members 
Mstep: Class 7 contains 7933 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 116863 members 
Mstep: Class 10 contains 23386 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 17096 members 
Mstep: Class 16 contains 108869 members 
Mstep: Class 17 contains 19257 members 
Mstep: Class 19 contains 54563 members 
Mstep: Class 20 contains 4775 members 
Entering Unmasked Estep 
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Iteration 170Q: 20 clusters Score -7.281074e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 22822 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3479 members 
Mstep: Class 6 contains 109342 members 
Mstep: Class 7 contains 7983 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 117368 members 
Mstep: Class 10 contains 23354 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 17728 members 
Mstep: Class 16 contains 109205 members 
Mstep: Class 17 contains 19697 members 
Mstep: Class 19 contains 54207 members 
Mstep: Class 20 contains 4756 members 
Entering Unmasked Estep 
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Iteration 171Q: 20 clusters Score -7.281048e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 23065 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 109339 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 117751 members 
Mstep: Class 10 contains 23315 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 319 members 
Mstep: Class 15 contains 18279 members 
Mstep: Class 16 contains 109544 members 
Mstep: Class 17 contains 20129 members 
Mstep: Class 19 contains 53925 members 
Mstep: Class 20 contains 4732 members 
Entering Unmasked Estep 
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Iteration 172Q: 20 clusters Score -7.281022e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 23331 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 109329 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 118071 members 
Mstep: Class 10 contains 23320 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 321 members 
Mstep: Class 15 contains 18810 members 
Mstep: Class 16 contains 109814 members 
Mstep: Class 17 contains 20578 members 
Mstep: Class 19 contains 53692 members 
Mstep: Class 20 contains 4712 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -7.281004e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 23602 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 109325 members 
Mstep: Class 7 contains 8131 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118303 members 
Mstep: Class 10 contains 23336 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 19335 members 
Mstep: Class 16 contains 110070 members 
Mstep: Class 17 contains 21008 members 
Mstep: Class 19 contains 53536 members 
Mstep: Class 20 contains 4697 members 
Entering Unmasked Estep 
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Iteration 174Q: 20 clusters Score -7.280985e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 23916 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 109341 members 
Mstep: Class 7 contains 8170 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118473 members 
Mstep: Class 10 contains 23361 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 110333 members 
Mstep: Class 17 contains 21417 members 
Mstep: Class 19 contains 53389 members 
Mstep: Class 20 contains 4678 members 
Entering Unmasked Estep 
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Iteration 175Q: 20 clusters Score -7.280938e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 24258 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 109358 members 
Mstep: Class 7 contains 8193 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118558 members 
Mstep: Class 10 contains 23387 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 20309 members 
Mstep: Class 16 contains 110603 members 
Mstep: Class 17 contains 21805 members 
Mstep: Class 19 contains 53299 members 
Mstep: Class 20 contains 4665 members 
Entering Unmasked Estep 
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Iteration 176Q: 20 clusters Score -7.280962e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 24639 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 109355 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118621 members 
Mstep: Class 10 contains 23389 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 20743 members 
Mstep: Class 16 contains 110859 members 
Mstep: Class 17 contains 22168 members 
Mstep: Class 19 contains 53212 members 
Mstep: Class 20 contains 4657 members 
Entering Unmasked Estep 
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Iteration 177Q: 20 clusters Score -7.280989e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 24982 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 109336 members 
Mstep: Class 7 contains 8257 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118643 members 
Mstep: Class 10 contains 23408 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 21168 members 
Mstep: Class 16 contains 111132 members 
Mstep: Class 17 contains 22500 members 
Mstep: Class 19 contains 53152 members 
Mstep: Class 20 contains 4647 members 
Entering Unmasked Estep 
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Iteration 178Q: 20 clusters Score -7.281006e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 25329 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 109310 members 
Mstep: Class 7 contains 8278 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118671 members 
Mstep: Class 10 contains 23426 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 21536 members 
Mstep: Class 16 contains 111424 members 
Mstep: Class 17 contains 22852 members 
Mstep: Class 19 contains 53093 members 
Mstep: Class 20 contains 4638 members 
Entering Unmasked Estep 
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Iteration 179Q: 20 clusters Score -7.281045e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 25652 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 3631 members 
Mstep: Class 6 contains 109263 members 
Mstep: Class 7 contains 8306 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118676 members 
Mstep: Class 10 contains 23443 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 21873 members 
Mstep: Class 16 contains 111659 members 
Mstep: Class 17 contains 23186 members 
Mstep: Class 19 contains 53064 members 
Mstep: Class 20 contains 4627 members 
Entering Unmasked Estep 
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Iteration 180F: 20 clusters Score -7.281087e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 25946 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3650 members 
Mstep: Class 6 contains 109211 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118650 members 
Mstep: Class 10 contains 23480 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 111870 members 
Mstep: Class 17 contains 23519 members 
Mstep: Class 19 contains 53024 members 
Mstep: Class 20 contains 4614 members 
Entering Unmasked Estep 
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Iteration 181Q: 20 clusters Score -7.28115e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 26239 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 109162 members 
Mstep: Class 7 contains 8309 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118561 members 
Mstep: Class 10 contains 23489 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 23582 members 
Mstep: Class 16 contains 112050 members 
Mstep: Class 17 contains 23891 members 
Mstep: Class 19 contains 52977 members 
Mstep: Class 20 contains 4601 members 
Entering Unmasked Estep 
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Iteration 182Q: 20 clusters Score -7.281133e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 26526 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 109109 members 
Mstep: Class 7 contains 8276 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118405 members 
Mstep: Class 10 contains 23485 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 24462 members 
Mstep: Class 16 contains 112243 members 
Mstep: Class 17 contains 24260 members 
Mstep: Class 19 contains 52941 members 
Mstep: Class 20 contains 4592 members 
Entering Unmasked Estep 
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Iteration 183Q: 20 clusters Score -7.281205e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 26822 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 109072 members 
Mstep: Class 7 contains 8256 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118253 members 
Mstep: Class 10 contains 23487 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 25270 members 
Mstep: Class 16 contains 112448 members 
Mstep: Class 17 contains 24574 members 
Mstep: Class 19 contains 52874 members 
Mstep: Class 20 contains 4579 members 
Entering Unmasked Estep 
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Iteration 184Q: 20 clusters Score -7.281275e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 109036 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 118119 members 
Mstep: Class 10 contains 23485 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 26029 members 
Mstep: Class 16 contains 112617 members 
Mstep: Class 17 contains 24887 members 
Mstep: Class 19 contains 52810 members 
Mstep: Class 20 contains 4564 members 
Entering Unmasked Estep 
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Iteration 185Q: 20 clusters Score -7.281322e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 27326 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 108997 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 117969 members 
Mstep: Class 10 contains 23477 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 26776 members 
Mstep: Class 16 contains 112684 members 
Mstep: Class 17 contains 25218 members 
Mstep: Class 19 contains 52739 members 
Mstep: Class 20 contains 4553 members 
Entering Unmasked Estep 
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Iteration 186Q: 20 clusters Score -7.281376e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 27597 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3803 members 
Mstep: Class 6 contains 108954 members 
Mstep: Class 7 contains 8203 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 117828 members 
Mstep: Class 10 contains 23457 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 27457 members 
Mstep: Class 16 contains 112720 members 
Mstep: Class 17 contains 25553 members 
Mstep: Class 19 contains 52655 members 
Mstep: Class 20 contains 4536 members 
Entering Unmasked Estep 
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Iteration 187Q: 20 clusters Score -7.281417e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 108920 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 117667 members 
Mstep: Class 10 contains 23418 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 28090 members 
Mstep: Class 16 contains 112755 members 
Mstep: Class 17 contains 25872 members 
Mstep: Class 19 contains 52611 members 
Mstep: Class 20 contains 4519 members 
Entering Unmasked Estep 
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Iteration 188Q: 20 clusters Score -7.281447e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 28108 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 108906 members 
Mstep: Class 7 contains 8144 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 117480 members 
Mstep: Class 10 contains 23360 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 28659 members 
Mstep: Class 16 contains 112860 members 
Mstep: Class 17 contains 26220 members 
Mstep: Class 19 contains 52538 members 
Mstep: Class 20 contains 4513 members 
Entering Unmasked Estep 
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Iteration 189Q: 20 clusters Score -7.281478e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 28323 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 108903 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 117282 members 
Mstep: Class 10 contains 23305 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 29209 members 
Mstep: Class 16 contains 112982 members 
Mstep: Class 17 contains 26533 members 
Mstep: Class 19 contains 52468 members 
Mstep: Class 20 contains 4506 members 
Entering Unmasked Estep 
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Iteration 190Q: 20 clusters Score -7.281514e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 28513 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 108907 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 117076 members 
Mstep: Class 10 contains 23249 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 29729 members 
Mstep: Class 16 contains 113112 members 
Mstep: Class 17 contains 26814 members 
Mstep: Class 19 contains 52381 members 
Mstep: Class 20 contains 4498 members 
Entering Unmasked Estep 
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Iteration 191Q: 20 clusters Score -7.281561e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 28673 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 108924 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 116943 members 
Mstep: Class 10 contains 23175 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 30199 members 
Mstep: Class 16 contains 113261 members 
Mstep: Class 17 contains 27081 members 
Mstep: Class 19 contains 52284 members 
Mstep: Class 20 contains 4480 members 
Entering Unmasked Estep 
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Iteration 192Q: 20 clusters Score -7.281609e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 28852 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3920 members 
Mstep: Class 6 contains 108936 members 
Mstep: Class 7 contains 7955 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 116782 members 
Mstep: Class 10 contains 23089 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 30668 members 
Mstep: Class 16 contains 113383 members 
Mstep: Class 17 contains 27354 members 
Mstep: Class 19 contains 52193 members 
Mstep: Class 20 contains 4469 members 
Entering Unmasked Estep 
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Iteration 193Q: 20 clusters Score -7.28164e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 29046 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 108949 members 
Mstep: Class 7 contains 7897 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 116623 members 
Mstep: Class 10 contains 23012 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 31098 members 
Mstep: Class 16 contains 113508 members 
Mstep: Class 17 contains 27606 members 
Mstep: Class 19 contains 52112 members 
Mstep: Class 20 contains 4451 members 
Entering Unmasked Estep 
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Iteration 194Q: 20 clusters Score -7.281663e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 29242 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3959 members 
Mstep: Class 6 contains 108953 members 
Mstep: Class 7 contains 7846 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 116451 members 
Mstep: Class 10 contains 22919 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 31506 members 
Mstep: Class 16 contains 113682 members 
Mstep: Class 17 contains 27836 members 
Mstep: Class 19 contains 52043 members 
Mstep: Class 20 contains 4445 members 
Entering Unmasked Estep 
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Iteration 195Q: 20 clusters Score -7.281698e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 29439 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3972 members 
Mstep: Class 6 contains 108945 members 
Mstep: Class 7 contains 7815 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 116282 members 
Mstep: Class 10 contains 22840 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 31860 members 
Mstep: Class 16 contains 113785 members 
Mstep: Class 17 contains 28069 members 
Mstep: Class 19 contains 51994 members 
Mstep: Class 20 contains 4437 members 
Entering Unmasked Estep 
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Iteration 196Q: 20 clusters Score -7.281696e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 29655 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 108948 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 116124 members 
Mstep: Class 10 contains 22733 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 32235 members 
Mstep: Class 16 contains 113904 members 
Mstep: Class 17 contains 28254 members 
Mstep: Class 19 contains 51957 members 
Mstep: Class 20 contains 4423 members 
Entering Unmasked Estep 
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Iteration 197Q: 20 clusters Score -7.28175e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 29874 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 108950 members 
Mstep: Class 7 contains 7723 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 115995 members 
Mstep: Class 10 contains 22603 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 32615 members 
Mstep: Class 16 contains 113967 members 
Mstep: Class 17 contains 28437 members 
Mstep: Class 19 contains 51912 members 
Mstep: Class 20 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817760.000000 Penalty: 40969.332031
Iteration 198Q: 20 clusters Score -7.281776e+07 nChanged 2163
Entering ConstructFrom: 
Score: -72817760.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (55634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Entering Unmasked Estep 
Score: -7140054.500000 Penalty: 1775.564331
	Iteration 0F: 2 clusters Score -7140054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -7102886.000000 Penalty: 3551.128662
	Iteration 0F: 3 clusters Score -7102886 nChanged 26136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -7117704.500000 Penalty: 3551.128662
	Iteration 1F: 3 clusters Score -7117704 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -7118210.500000 Penalty: 3551.128662
	Iteration 2Q: 3 clusters Score -7118210 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -7118955.500000 Penalty: 3551.128662
	Iteration 3Q: 3 clusters Score -7118956 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -7119874.500000 Penalty: 3551.128662
	Iteration 4Q: 3 clusters Score -7119874 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -7121175.000000 Penalty: 3551.128662
	Iteration 5Q: 3 clusters Score -7121175 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -7123245.000000 Penalty: 3551.128662
	Iteration 6F: 3 clusters Score -7123245 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -7126352.000000 Penalty: 3551.128662
	Iteration 7F: 3 clusters Score -7126352 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -7130010.500000 Penalty: 3551.128662
	Iteration 8F: 3 clusters Score -7130010 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -7133188.500000 Penalty: 3551.128662
	Iteration 9F: 3 clusters Score -7133188 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -7134909.000000 Penalty: 3551.128662
	Iteration 10Q: 3 clusters Score -7134909 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -7135652.500000 Penalty: 3551.128662
	Iteration 11Q: 3 clusters Score -7135652 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -7136040.500000 Penalty: 3551.128662
	Iteration 12Q: 3 clusters Score -7136040 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -7136292.000000 Penalty: 3551.128662
	Iteration 13Q: 3 clusters Score -7136292 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -7136537.000000 Penalty: 3551.128662
	Iteration 14Q: 3 clusters Score -7136537 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -7136731.500000 Penalty: 3551.128662
	Iteration 15Q: 3 clusters Score -7136732 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -7136900.000000 Penalty: 3551.128662
	Iteration 16Q: 3 clusters Score -7136900 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -7137106.500000 Penalty: 3551.128662
	Iteration 17Q: 3 clusters Score -7137106 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -7137311.000000 Penalty: 3551.128662
	Iteration 18Q: 3 clusters Score -7137311 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7137463.000000 Penalty: 3551.128662
	Iteration 19Q: 3 clusters Score -7137463 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7137610.500000 Penalty: 3551.128662
	Iteration 20F: 3 clusters Score -7137610 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7137756.500000 Penalty: 3551.128662
	Iteration 21Q: 3 clusters Score -7137756 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7137854.500000 Penalty: 3551.128662
	Iteration 22Q: 3 clusters Score -7137854 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7137960.000000 Penalty: 3551.128662
	Iteration 23Q: 3 clusters Score -7137960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7138060.500000 Penalty: 3551.128662
	Iteration 24Q: 3 clusters Score -7138060 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7138130.500000 Penalty: 3551.128662
	Iteration 25Q: 3 clusters Score -7138130 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7138227.500000 Penalty: 3551.128662
	Iteration 26Q: 3 clusters Score -7138228 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7138305.500000 Penalty: 3551.128662
	Iteration 27Q: 3 clusters Score -7138306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7138375.000000 Penalty: 3551.128662
	Iteration 28Q: 3 clusters Score -7138375 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7138413.000000 Penalty: 3551.128662
	Iteration 29Q: 3 clusters Score -7138413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7138476.000000 Penalty: 3551.128662
	Iteration 30Q: 3 clusters Score -7138476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7138485.500000 Penalty: 3551.128662
	Iteration 31Q: 3 clusters Score -7138486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7138499.500000 Penalty: 3551.128662
	Iteration 32Q: 3 clusters Score -7138500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7138521.000000 Penalty: 3551.128662
	Iteration 33Q: 3 clusters Score -7138521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7138527.500000 Penalty: 3551.128662
	Iteration 34Q: 3 clusters Score -7138528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7138536.500000 Penalty: 3551.128662
	Iteration 35Q: 3 clusters Score -7138536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7138538.000000 Penalty: 3551.128662
	Iteration 36Q: 3 clusters Score -7138538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7138554.500000 Penalty: 3551.128662
	Iteration 37Q: 3 clusters Score -7138554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7138560.000000 Penalty: 3551.128662
	Iteration 38Q: 3 clusters Score -7138560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7138569.500000 Penalty: 3551.128662
	Iteration 39Q: 3 clusters Score -7138570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7138565.500000 Penalty: 3551.128662
	Iteration 40F: 3 clusters Score -7138566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7138564.500000 Penalty: 3551.128662
	Iteration 41Q: 3 clusters Score -7138564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7138566.500000 Penalty: 3551.128662
	Iteration 42Q: 3 clusters Score -7138566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7138565.500000 Penalty: 3551.128662
	Iteration 43Q: 3 clusters Score -7138566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7138563.500000 Penalty: 3551.128662
	Iteration 44Q: 3 clusters Score -7138564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7138569.000000 Penalty: 3551.128662
	Iteration 45Q: 3 clusters Score -7138569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7138579.500000 Penalty: 3551.128662
	Iteration 46Q: 3 clusters Score -7138580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7138583.500000 Penalty: 3551.128662
	Iteration 47Q: 3 clusters Score -7138584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7138578.000000 Penalty: 3551.128662
	Iteration 48Q: 3 clusters Score -7138578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7138578.500000 Penalty: 3551.128662
	Iteration 49Q: 3 clusters Score -7138578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7138582.500000 Penalty: 3551.128662
	Iteration 50Q: 3 clusters Score -7138582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7138589.500000 Penalty: 3551.128662
	Iteration 51Q: 3 clusters Score -7138590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7138584.500000 Penalty: 3551.128662
	Iteration 52Q: 3 clusters Score -7138584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7138585.000000 Penalty: 3551.128662
	Iteration 53Q: 3 clusters Score -7138585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7138589.500000 Penalty: 3551.128662
	Iteration 54Q: 3 clusters Score -7138590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7138595.000000 Penalty: 3551.128662
	Iteration 55Q: 3 clusters Score -7138595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7138599.500000 Penalty: 3551.128662
	Iteration 56Q: 3 clusters Score -7138600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7138600.000000 Penalty: 3551.128662
	Iteration 57Q: 3 clusters Score -7138600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7138594.000000 Penalty: 3551.128662
	Iteration 58Q: 3 clusters Score -7138594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7138602.500000 Penalty: 3551.128662
	Iteration 59Q: 3 clusters Score -7138602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7138610.500000 Penalty: 3551.128662
	Iteration 60F: 3 clusters Score -7138610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7138615.500000 Penalty: 3551.128662
	Iteration 61Q: 3 clusters Score -7138616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7138614.500000 Penalty: 3551.128662
	Iteration 62Q: 3 clusters Score -7138614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7138618.500000 Penalty: 3551.128662
	Iteration 63Q: 3 clusters Score -7138618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7138620.000000 Penalty: 3551.128662
	Iteration 64Q: 3 clusters Score -7138620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7138615.500000 Penalty: 3551.128662
	Iteration 65Q: 3 clusters Score -7138616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7138623.500000 Penalty: 3551.128662
	Iteration 66Q: 3 clusters Score -7138624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7138627.500000 Penalty: 3551.128662
	Iteration 67Q: 3 clusters Score -7138628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7138631.000000 Penalty: 3551.128662
	Iteration 68Q: 3 clusters Score -7138631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7138631.500000 Penalty: 3551.128662
	Iteration 69Q: 3 clusters Score -7138632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7138638.000000 Penalty: 3551.128662
	Iteration 70Q: 3 clusters Score -7138638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7138637.500000 Penalty: 3551.128662
	Iteration 71Q: 3 clusters Score -7138638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7138637.500000 Penalty: 3551.128662
	Iteration 72F: 3 clusters Score -7138638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -22612.529297 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -22612.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21852.363281 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -21852.36 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22140.287109 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -22140.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22347.300781 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -22347.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22413.664062 Penalty: 1903.828247
	Iteration 3F: 3 clusters Score -22413.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22481.001953 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -22481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22520.964844 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -22520.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22542.023438 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -22542.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22592.654297 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -22592.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22596.050781 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -22596.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22596.654297 Penalty: 1903.828247
	Iteration 9Q: 3 clusters Score -22596.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22597.042969 Penalty: 1903.828247
	Iteration 10Q: 3 clusters Score -22597.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22597.042969 Penalty: 1903.828247
	Iteration 11F: 3 clusters Score -22597.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Entering Unmasked Estep 
Score: -3873775.750000 Penalty: 1675.696899
	Iteration 0F: 2 clusters Score -3873776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3853504.250000 Penalty: 3351.393799
	Iteration 0F: 3 clusters Score -3853504 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3861269.750000 Penalty: 3351.393799
	Iteration 1F: 3 clusters Score -3861270 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3861817.500000 Penalty: 3351.393799
	Iteration 2F: 3 clusters Score -3861818 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3862561.500000 Penalty: 3351.393799
	Iteration 3F: 3 clusters Score -3862562 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3863650.750000 Penalty: 3351.393799
	Iteration 4F: 3 clusters Score -3863651 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3865220.500000 Penalty: 3351.393799
	Iteration 5F: 3 clusters Score -3865220 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3867268.000000 Penalty: 3351.393799
	Iteration 6F: 3 clusters Score -3867268 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3869198.250000 Penalty: 3351.393799
	Iteration 7F: 3 clusters Score -3869198 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3870461.250000 Penalty: 3351.393799
	Iteration 8Q: 3 clusters Score -3870461 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3871214.750000 Penalty: 3351.393799
	Iteration 9Q: 3 clusters Score -3871215 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3871611.750000 Penalty: 3351.393799
	Iteration 10Q: 3 clusters Score -3871612 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3871879.500000 Penalty: 3351.393799
	Iteration 11Q: 3 clusters Score -3871880 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3872029.500000 Penalty: 3351.393799
	Iteration 12Q: 3 clusters Score -3872030 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3872122.500000 Penalty: 3351.393799
	Iteration 13Q: 3 clusters Score -3872122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3872199.250000 Penalty: 3351.393799
	Iteration 14Q: 3 clusters Score -3872199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3872235.250000 Penalty: 3351.393799
	Iteration 15Q: 3 clusters Score -3872235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3872267.000000 Penalty: 3351.393799
	Iteration 16Q: 3 clusters Score -3872267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3872289.000000 Penalty: 3351.393799
	Iteration 17Q: 3 clusters Score -3872289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3872298.500000 Penalty: 3351.393799
	Iteration 18Q: 3 clusters Score -3872298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3872311.000000 Penalty: 3351.393799
	Iteration 19Q: 3 clusters Score -3872311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3872327.750000 Penalty: 3351.393799
	Iteration 20F: 3 clusters Score -3872328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3872334.250000 Penalty: 3351.393799
	Iteration 21Q: 3 clusters Score -3872334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3872348.000000 Penalty: 3351.393799
	Iteration 22Q: 3 clusters Score -3872348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3872348.500000 Penalty: 3351.393799
	Iteration 23Q: 3 clusters Score -3872348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3872353.250000 Penalty: 3351.393799
	Iteration 24Q: 3 clusters Score -3872353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3872356.000000 Penalty: 3351.393799
	Iteration 25Q: 3 clusters Score -3872356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3872357.500000 Penalty: 3351.393799
	Iteration 26Q: 3 clusters Score -3872358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3872359.750000 Penalty: 3351.393799
	Iteration 27Q: 3 clusters Score -3872360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3872363.000000 Penalty: 3351.393799
	Iteration 28Q: 3 clusters Score -3872363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3872368.000000 Penalty: 3351.393799
	Iteration 29Q: 3 clusters Score -3872368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3872368.500000 Penalty: 3351.393799
	Iteration 30Q: 3 clusters Score -3872368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3872374.250000 Penalty: 3351.393799
	Iteration 31Q: 3 clusters Score -3872374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3872375.500000 Penalty: 3351.393799
	Iteration 32Q: 3 clusters Score -3872376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3872375.750000 Penalty: 3351.393799
	Iteration 33Q: 3 clusters Score -3872376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3872379.500000 Penalty: 3351.393799
	Iteration 34Q: 3 clusters Score -3872380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3872382.000000 Penalty: 3351.393799
	Iteration 35Q: 3 clusters Score -3872382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3872385.750000 Penalty: 3351.393799
	Iteration 36Q: 3 clusters Score -3872386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3872384.750000 Penalty: 3351.393799
	Iteration 37Q: 3 clusters Score -3872385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3872384.750000 Penalty: 3351.393799
	Iteration 38F: 3 clusters Score -3872385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -8351.409180 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -8351.409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7712.106445 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -7712.106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7836.260254 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -7836.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7933.329590 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -7933.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7982.250977 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -7982.251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7985.707031 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -7985.707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7985.707031 Penalty: 1740.890625
	Iteration 5F: 3 clusters Score -7985.707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -502753.218750 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -502753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -499415.125000 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -499415.1 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -500232.156250 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -500232.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -500356.718750 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -500356.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -500452.281250 Penalty: 2696.377686
	Iteration 3Q: 3 clusters Score -500452.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -500508.968750 Penalty: 2696.377686
	Iteration 4Q: 3 clusters Score -500509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -500559.906250 Penalty: 2696.377686
	Iteration 5Q: 3 clusters Score -500559.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -500603.875000 Penalty: 2696.377686
	Iteration 6Q: 3 clusters Score -500603.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -500637.062500 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -500637.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -500653.937500 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -500653.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -500667.750000 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -500667.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -500678.031250 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -500678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -500688.843750 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -500688.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -500701.062500 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -500701.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -500711.218750 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -500711.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -500718.343750 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -500718.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -500727.187500 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -500727.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -500737.968750 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -500738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -500749.937500 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -500749.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -500761.375000 Penalty: 2696.377686
	Iteration 18Q: 3 clusters Score -500761.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -500769.781250 Penalty: 2696.377686
	Iteration 19Q: 3 clusters Score -500769.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -500778.125000 Penalty: 2696.377686
	Iteration 20F: 3 clusters Score -500778.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -500785.875000 Penalty: 2696.377686
	Iteration 21Q: 3 clusters Score -500785.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -500795.187500 Penalty: 2696.377686
	Iteration 22Q: 3 clusters Score -500795.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -500800.531250 Penalty: 2696.377686
	Iteration 23Q: 3 clusters Score -500800.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -500809.187500 Penalty: 2696.377686
	Iteration 24Q: 3 clusters Score -500809.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -500815.312500 Penalty: 2696.377686
	Iteration 25Q: 3 clusters Score -500815.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -500826.687500 Penalty: 2696.377686
	Iteration 26Q: 3 clusters Score -500826.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -500833.937500 Penalty: 2696.377686
	Iteration 27Q: 3 clusters Score -500833.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -500840.000000 Penalty: 2696.377686
	Iteration 28Q: 3 clusters Score -500840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -500845.968750 Penalty: 2696.377686
	Iteration 29Q: 3 clusters Score -500846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -500852.562500 Penalty: 2696.377686
	Iteration 30Q: 3 clusters Score -500852.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -500860.281250 Penalty: 2696.377686
	Iteration 31Q: 3 clusters Score -500860.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -500868.406250 Penalty: 2696.377686
	Iteration 32Q: 3 clusters Score -500868.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -500880.843750 Penalty: 2696.377686
	Iteration 33Q: 3 clusters Score -500880.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -500895.500000 Penalty: 2696.377686
	Iteration 34Q: 3 clusters Score -500895.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -500905.718750 Penalty: 2696.377686
	Iteration 35Q: 3 clusters Score -500905.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -500920.375000 Penalty: 2696.377686
	Iteration 36Q: 3 clusters Score -500920.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -500935.625000 Penalty: 2696.377686
	Iteration 37Q: 3 clusters Score -500935.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -500951.625000 Penalty: 2696.377686
	Iteration 38Q: 3 clusters Score -500951.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -500966.406250 Penalty: 2696.377686
	Iteration 39Q: 3 clusters Score -500966.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -500984.125000 Penalty: 2696.377686
	Iteration 40F: 3 clusters Score -500984.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -501001.656250 Penalty: 2696.377686
	Iteration 41Q: 3 clusters Score -501001.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -501019.406250 Penalty: 2696.377686
	Iteration 42Q: 3 clusters Score -501019.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -501041.343750 Penalty: 2696.377686
	Iteration 43Q: 3 clusters Score -501041.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -501066.187500 Penalty: 2696.377686
	Iteration 44Q: 3 clusters Score -501066.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -501095.781250 Penalty: 2696.377686
	Iteration 45Q: 3 clusters Score -501095.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -501129.125000 Penalty: 2696.377686
	Iteration 46Q: 3 clusters Score -501129.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -501163.750000 Penalty: 2696.377686
	Iteration 47Q: 3 clusters Score -501163.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -501195.281250 Penalty: 2696.377686
	Iteration 48Q: 3 clusters Score -501195.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -501220.656250 Penalty: 2696.377686
	Iteration 49Q: 3 clusters Score -501220.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -501242.031250 Penalty: 2696.377686
	Iteration 50Q: 3 clusters Score -501242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -501265.156250 Penalty: 2696.377686
	Iteration 51Q: 3 clusters Score -501265.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -501291.625000 Penalty: 2696.377686
	Iteration 52Q: 3 clusters Score -501291.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -501314.687500 Penalty: 2696.377686
	Iteration 53Q: 3 clusters Score -501314.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -501331.843750 Penalty: 2696.377686
	Iteration 54Q: 3 clusters Score -501331.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -501347.187500 Penalty: 2696.377686
	Iteration 55Q: 3 clusters Score -501347.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -501361.781250 Penalty: 2696.377686
	Iteration 56Q: 3 clusters Score -501361.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -501382.281250 Penalty: 2696.377686
	Iteration 57Q: 3 clusters Score -501382.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -501401.875000 Penalty: 2696.377686
	Iteration 58Q: 3 clusters Score -501401.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -501415.875000 Penalty: 2696.377686
	Iteration 59Q: 3 clusters Score -501415.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -501432.718750 Penalty: 2696.377686
	Iteration 60F: 3 clusters Score -501432.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -501451.312500 Penalty: 2696.377686
	Iteration 61Q: 3 clusters Score -501451.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -501469.281250 Penalty: 2696.377686
	Iteration 62Q: 3 clusters Score -501469.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -501481.468750 Penalty: 2696.377686
	Iteration 63Q: 3 clusters Score -501481.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -501503.031250 Penalty: 2696.377686
	Iteration 64Q: 3 clusters Score -501503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -501524.125000 Penalty: 2696.377686
	Iteration 65Q: 3 clusters Score -501524.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -501535.906250 Penalty: 2696.377686
	Iteration 66Q: 3 clusters Score -501535.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -501542.968750 Penalty: 2696.377686
	Iteration 67Q: 3 clusters Score -501543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -501547.937500 Penalty: 2696.377686
	Iteration 68Q: 3 clusters Score -501547.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -501552.250000 Penalty: 2696.377686
	Iteration 69Q: 3 clusters Score -501552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -501558.218750 Penalty: 2696.377686
	Iteration 70Q: 3 clusters Score -501558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -501567.031250 Penalty: 2696.377686
	Iteration 71Q: 3 clusters Score -501567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -501569.375000 Penalty: 2696.377686
	Iteration 72Q: 3 clusters Score -501569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -501571.812500 Penalty: 2696.377686
	Iteration 73Q: 3 clusters Score -501571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -501574.875000 Penalty: 2696.377686
	Iteration 74Q: 3 clusters Score -501574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -501576.718750 Penalty: 2696.377686
	Iteration 75Q: 3 clusters Score -501576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -501580.250000 Penalty: 2696.377686
	Iteration 76Q: 3 clusters Score -501580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -501584.593750 Penalty: 2696.377686
	Iteration 77Q: 3 clusters Score -501584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -501586.437500 Penalty: 2696.377686
	Iteration 78Q: 3 clusters Score -501586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -501588.562500 Penalty: 2696.377686
	Iteration 79Q: 3 clusters Score -501588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -501590.156250 Penalty: 2696.377686
	Iteration 80F: 3 clusters Score -501590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -501594.656250 Penalty: 2696.377686
	Iteration 81Q: 3 clusters Score -501594.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -501601.218750 Penalty: 2696.377686
	Iteration 82Q: 3 clusters Score -501601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -501605.000000 Penalty: 2696.377686
	Iteration 83Q: 3 clusters Score -501605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -501609.062500 Penalty: 2696.377686
	Iteration 84Q: 3 clusters Score -501609.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -501609.562500 Penalty: 2696.377686
	Iteration 85Q: 3 clusters Score -501609.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -501613.156250 Penalty: 2696.377686
	Iteration 86Q: 3 clusters Score -501613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -501616.187500 Penalty: 2696.377686
	Iteration 87Q: 3 clusters Score -501616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -501617.218750 Penalty: 2696.377686
	Iteration 88Q: 3 clusters Score -501617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -501618.156250 Penalty: 2696.377686
	Iteration 89Q: 3 clusters Score -501618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -501617.906250 Penalty: 2696.377686
	Iteration 90Q: 3 clusters Score -501617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -501617.906250 Penalty: 2696.377686
	Iteration 91F: 3 clusters Score -501617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (108944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108944 members 
Entering Unmasked Estep 
Score: -14099818.000000 Penalty: 1884.770752
	Iteration 0F: 2 clusters Score -1.409982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -14035189.000000 Penalty: 3769.541504
	Iteration 0F: 3 clusters Score -1.403519e+07 nChanged 52171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -14065642.000000 Penalty: 3769.541504
	Iteration 1F: 3 clusters Score -1.406564e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -14066318.000000 Penalty: 3769.541504
	Iteration 2Q: 3 clusters Score -1.406632e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -14067247.000000 Penalty: 3769.541504
	Iteration 3Q: 3 clusters Score -1.406725e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -14068476.000000 Penalty: 3769.541504
	Iteration 4Q: 3 clusters Score -1.406848e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -14070109.000000 Penalty: 3769.541504
	Iteration 5Q: 3 clusters Score -1.407011e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -14072210.000000 Penalty: 3769.541504
	Iteration 6F: 3 clusters Score -1.407221e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -14075065.000000 Penalty: 3769.541504
	Iteration 7F: 3 clusters Score -1.407506e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -14078632.000000 Penalty: 3769.541504
	Iteration 8F: 3 clusters Score -1.407863e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -14081893.000000 Penalty: 3769.541504
	Iteration 9F: 3 clusters Score -1.408189e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -14084665.000000 Penalty: 3769.541504
	Iteration 10F: 3 clusters Score -1.408466e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -14087070.000000 Penalty: 3769.541504
	Iteration 11F: 3 clusters Score -1.408707e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -14089125.000000 Penalty: 3769.541504
	Iteration 12Q: 3 clusters Score -1.408912e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -14090968.000000 Penalty: 3769.541504
	Iteration 13Q: 3 clusters Score -1.409097e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 94343 members 
Entering Unmasked Estep 
Score: -14092564.000000 Penalty: 3769.541504
	Iteration 14Q: 3 clusters Score -1.409256e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 97515 members 
Entering Unmasked Estep 
Score: -14093998.000000 Penalty: 3769.541504
	Iteration 15Q: 3 clusters Score -1.4094e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 100253 members 
Entering Unmasked Estep 
Score: -14095367.000000 Penalty: 3769.541504
	Iteration 16Q: 3 clusters Score -1.409537e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 102495 members 
Entering Unmasked Estep 
Score: -14096588.000000 Penalty: 3769.541504
	Iteration 17Q: 3 clusters Score -1.409659e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 104110 members 
Entering Unmasked Estep 
Score: -14097315.000000 Penalty: 3769.541504
	Iteration 18Q: 3 clusters Score -1.409732e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -14097740.000000 Penalty: 3769.541504
	Iteration 19Q: 3 clusters Score -1.409774e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -14098014.000000 Penalty: 3769.541504
	Iteration 20F: 3 clusters Score -1.409801e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -14098145.000000 Penalty: 3769.541504
	Iteration 21Q: 3 clusters Score -1.409814e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -14098225.000000 Penalty: 3769.541504
	Iteration 22Q: 3 clusters Score -1.409822e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -14098319.000000 Penalty: 3769.541504
	Iteration 23Q: 3 clusters Score -1.409832e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
Score: -14098357.000000 Penalty: 3769.541504
	Iteration 24Q: 3 clusters Score -1.409836e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -14098357.000000 Penalty: 3769.541504
	Iteration 25Q: 3 clusters Score -1.409836e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -14098342.000000 Penalty: 3769.541504
	Iteration 26Q: 3 clusters Score -1.409834e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -14098370.000000 Penalty: 3769.541504
	Iteration 27Q: 3 clusters Score -1.409837e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -14098384.000000 Penalty: 3769.541504
	Iteration 28Q: 3 clusters Score -1.409838e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 108151 members 
Entering Unmasked Estep 
Score: -14098387.000000 Penalty: 3769.541504
	Iteration 29Q: 3 clusters Score -1.409839e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -14098416.000000 Penalty: 3769.541504
	Iteration 30Q: 3 clusters Score -1.409842e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -14098420.000000 Penalty: 3769.541504
	Iteration 31Q: 3 clusters Score -1.409842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -14098431.000000 Penalty: 3769.541504
	Iteration 32Q: 3 clusters Score -1.409843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 108284 members 
Entering Unmasked Estep 
Score: -14098433.000000 Penalty: 3769.541504
	Iteration 33Q: 3 clusters Score -1.409843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 108303 members 
Entering Unmasked Estep 
Score: -14098434.000000 Penalty: 3769.541504
	Iteration 34Q: 3 clusters Score -1.409843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 108309 members 
Entering Unmasked Estep 
Score: -14098460.000000 Penalty: 3769.541504
	Iteration 35Q: 3 clusters Score -1.409846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -14098454.000000 Penalty: 3769.541504
	Iteration 36Q: 3 clusters Score -1.409845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 108325 members 
Entering Unmasked Estep 
Score: -14098460.000000 Penalty: 3769.541504
	Iteration 37Q: 3 clusters Score -1.409846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 108329 members 
Entering Unmasked Estep 
Score: -14098478.000000 Penalty: 3769.541504
	Iteration 38Q: 3 clusters Score -1.409848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -14098491.000000 Penalty: 3769.541504
	Iteration 39Q: 3 clusters Score -1.409849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -14098481.000000 Penalty: 3769.541504
	Iteration 40F: 3 clusters Score -1.409848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 108336 members 
Entering Unmasked Estep 
Score: -14098479.000000 Penalty: 3769.541504
	Iteration 41Q: 3 clusters Score -1.409848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -14098476.000000 Penalty: 3769.541504
	Iteration 42Q: 3 clusters Score -1.409848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -14098475.000000 Penalty: 3769.541504
	Iteration 43Q: 3 clusters Score -1.409848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -14098472.000000 Penalty: 3769.541504
	Iteration 44Q: 3 clusters Score -1.409847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 108344 members 
Entering Unmasked Estep 
Score: -14098473.000000 Penalty: 3769.541504
	Iteration 45Q: 3 clusters Score -1.409847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -14098468.000000 Penalty: 3769.541504
	Iteration 46Q: 3 clusters Score -1.409847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 108353 members 
Entering Unmasked Estep 
Score: -14098483.000000 Penalty: 3769.541504
	Iteration 47Q: 3 clusters Score -1.409848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -14098478.000000 Penalty: 3769.541504
	Iteration 48Q: 3 clusters Score -1.409848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 108359 members 
Entering Unmasked Estep 
Score: -14098465.000000 Penalty: 3769.541504
	Iteration 49Q: 3 clusters Score -1.409846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 108360 members 
Entering Unmasked Estep 
Score: -14098470.000000 Penalty: 3769.541504
	Iteration 50Q: 3 clusters Score -1.409847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -14098475.000000 Penalty: 3769.541504
	Iteration 51Q: 3 clusters Score -1.409848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -14098475.000000 Penalty: 3769.541504
	Iteration 52F: 3 clusters Score -1.409848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Entering Unmasked Estep 
Score: -1000088.312500 Penalty: 1454.166382
	Iteration 0F: 2 clusters Score -1000088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -994401.937500 Penalty: 2908.332764
	Iteration 0F: 3 clusters Score -994401.9 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -996142.625000 Penalty: 2908.332764
	Iteration 1F: 3 clusters Score -996142.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -996362.875000 Penalty: 2908.332764
	Iteration 2F: 3 clusters Score -996362.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -996518.812500 Penalty: 2908.332764
	Iteration 3F: 3 clusters Score -996518.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -996642.437500 Penalty: 2908.332764
	Iteration 4Q: 3 clusters Score -996642.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -996761.812500 Penalty: 2908.332764
	Iteration 5Q: 3 clusters Score -996761.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -996873.187500 Penalty: 2908.332764
	Iteration 6Q: 3 clusters Score -996873.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -996985.875000 Penalty: 2908.332764
	Iteration 7Q: 3 clusters Score -996985.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -997120.812500 Penalty: 2908.332764
	Iteration 8Q: 3 clusters Score -997120.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -997284.062500 Penalty: 2908.332764
	Iteration 9Q: 3 clusters Score -997284.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -997454.812500 Penalty: 2908.332764
	Iteration 10Q: 3 clusters Score -997454.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -997636.625000 Penalty: 2908.332764
	Iteration 11Q: 3 clusters Score -997636.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -997814.875000 Penalty: 2908.332764
	Iteration 12Q: 3 clusters Score -997814.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -997979.187500 Penalty: 2908.332764
	Iteration 13Q: 3 clusters Score -997979.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -998108.812500 Penalty: 2908.332764
	Iteration 14Q: 3 clusters Score -998108.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -998198.812500 Penalty: 2908.332764
	Iteration 15Q: 3 clusters Score -998198.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -998258.125000 Penalty: 2908.332764
	Iteration 16Q: 3 clusters Score -998258.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -998305.750000 Penalty: 2908.332764
	Iteration 17Q: 3 clusters Score -998305.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -998350.812500 Penalty: 2908.332764
	Iteration 18Q: 3 clusters Score -998350.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -998399.312500 Penalty: 2908.332764
	Iteration 19Q: 3 clusters Score -998399.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -998448.812500 Penalty: 2908.332764
	Iteration 20F: 3 clusters Score -998448.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -998490.375000 Penalty: 2908.332764
	Iteration 21Q: 3 clusters Score -998490.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -998517.500000 Penalty: 2908.332764
	Iteration 22Q: 3 clusters Score -998517.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -998545.250000 Penalty: 2908.332764
	Iteration 23Q: 3 clusters Score -998545.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -998581.312500 Penalty: 2908.332764
	Iteration 24Q: 3 clusters Score -998581.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -998601.375000 Penalty: 2908.332764
	Iteration 25Q: 3 clusters Score -998601.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -998619.250000 Penalty: 2908.332764
	Iteration 26Q: 3 clusters Score -998619.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -998631.000000 Penalty: 2908.332764
	Iteration 27Q: 3 clusters Score -998631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -998640.062500 Penalty: 2908.332764
	Iteration 28Q: 3 clusters Score -998640.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -998644.500000 Penalty: 2908.332764
	Iteration 29Q: 3 clusters Score -998644.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -998646.687500 Penalty: 2908.332764
	Iteration 30Q: 3 clusters Score -998646.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -998651.875000 Penalty: 2908.332764
	Iteration 31Q: 3 clusters Score -998651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -998656.062500 Penalty: 2908.332764
	Iteration 32Q: 3 clusters Score -998656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -998660.437500 Penalty: 2908.332764
	Iteration 33Q: 3 clusters Score -998660.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -998662.250000 Penalty: 2908.332764
	Iteration 34Q: 3 clusters Score -998662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -998664.062500 Penalty: 2908.332764
	Iteration 35Q: 3 clusters Score -998664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -998666.750000 Penalty: 2908.332764
	Iteration 36Q: 3 clusters Score -998666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -998668.000000 Penalty: 2908.332764
	Iteration 37Q: 3 clusters Score -998668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -998670.000000 Penalty: 2908.332764
	Iteration 38Q: 3 clusters Score -998670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -998669.125000 Penalty: 2908.332764
	Iteration 39Q: 3 clusters Score -998669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -998670.562500 Penalty: 2908.332764
	Iteration 40F: 3 clusters Score -998670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -998670.375000 Penalty: 2908.332764
	Iteration 41Q: 3 clusters Score -998670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -998670.625000 Penalty: 2908.332764
	Iteration 42Q: 3 clusters Score -998670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -998671.562500 Penalty: 2908.332764
	Iteration 43Q: 3 clusters Score -998671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -998672.562500 Penalty: 2908.332764
	Iteration 44Q: 3 clusters Score -998672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -998675.500000 Penalty: 2908.332764
	Iteration 45Q: 3 clusters Score -998675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -998677.250000 Penalty: 2908.332764
	Iteration 46Q: 3 clusters Score -998677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -998677.687500 Penalty: 2908.332764
	Iteration 47Q: 3 clusters Score -998677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -998677.937500 Penalty: 2908.332764
	Iteration 48Q: 3 clusters Score -998677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -998683.187500 Penalty: 2908.332764
	Iteration 49Q: 3 clusters Score -998683.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -998688.562500 Penalty: 2908.332764
	Iteration 50Q: 3 clusters Score -998688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -998692.187500 Penalty: 2908.332764
	Iteration 51Q: 3 clusters Score -998692.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -998695.625000 Penalty: 2908.332764
	Iteration 52Q: 3 clusters Score -998695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -998699.062500 Penalty: 2908.332764
	Iteration 53Q: 3 clusters Score -998699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -998700.562500 Penalty: 2908.332764
	Iteration 54Q: 3 clusters Score -998700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -998705.750000 Penalty: 2908.332764
	Iteration 55Q: 3 clusters Score -998705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -998706.375000 Penalty: 2908.332764
	Iteration 56Q: 3 clusters Score -998706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -998707.562500 Penalty: 2908.332764
	Iteration 57Q: 3 clusters Score -998707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -998709.187500 Penalty: 2908.332764
	Iteration 58Q: 3 clusters Score -998709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -998708.812500 Penalty: 2908.332764
	Iteration 59Q: 3 clusters Score -998708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -998712.000000 Penalty: 2908.332764
	Iteration 60F: 3 clusters Score -998712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -998714.875000 Penalty: 2908.332764
	Iteration 61Q: 3 clusters Score -998714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -998717.062500 Penalty: 2908.332764
	Iteration 62Q: 3 clusters Score -998717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -998717.562500 Penalty: 2908.332764
	Iteration 63Q: 3 clusters Score -998717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -998717.812500 Penalty: 2908.332764
	Iteration 64Q: 3 clusters Score -998717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -998716.500000 Penalty: 2908.332764
	Iteration 65Q: 3 clusters Score -998716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -998716.500000 Penalty: 2908.332764
	Iteration 66F: 3 clusters Score -998716.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -46053.035156 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -46053.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45168.671875 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -45168.67 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45506.207031 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -45506.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45645.832031 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -45645.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45737.246094 Penalty: 1964.626709
	Iteration 3F: 3 clusters Score -45737.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45768.207031 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -45768.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45773.250000 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -45773.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45777.285156 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -45777.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45778.164062 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -45778.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45778.164062 Penalty: 1964.626709
	Iteration 8F: 3 clusters Score -45778.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115871 members 
Entering Unmasked Estep 
Score: -14801331.000000 Penalty: 1894.787842
	Iteration 0F: 2 clusters Score -1.480133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -14730307.000000 Penalty: 3789.575684
	Iteration 0F: 3 clusters Score -1.473031e+07 nChanged 55765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -14763024.000000 Penalty: 3789.575684
	Iteration 1F: 3 clusters Score -1.476302e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -14764533.000000 Penalty: 3789.575684
	Iteration 2Q: 3 clusters Score -1.476453e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -14766423.000000 Penalty: 3789.575684
	Iteration 3Q: 3 clusters Score -1.476642e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -14769418.000000 Penalty: 3789.575684
	Iteration 4F: 3 clusters Score -1.476942e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -14774030.000000 Penalty: 3789.575684
	Iteration 5F: 3 clusters Score -1.477403e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -14780312.000000 Penalty: 3789.575684
	Iteration 6F: 3 clusters Score -1.478031e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -14788038.000000 Penalty: 3789.575684
	Iteration 7F: 3 clusters Score -1.478804e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105243 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -14794260.000000 Penalty: 3789.575684
	Iteration 8F: 3 clusters Score -1.479426e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110641 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -14798190.000000 Penalty: 3789.575684
	Iteration 9Q: 3 clusters Score -1.479819e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -14799146.000000 Penalty: 3789.575684
	Iteration 10Q: 3 clusters Score -1.479915e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114885 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14799437.000000 Penalty: 3789.575684
	Iteration 11Q: 3 clusters Score -1.479944e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -14799527.000000 Penalty: 3789.575684
	Iteration 12Q: 3 clusters Score -1.479953e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115534 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14799624.000000 Penalty: 3789.575684
	Iteration 13Q: 3 clusters Score -1.479962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -14799673.000000 Penalty: 3789.575684
	Iteration 14Q: 3 clusters Score -1.479967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14799705.000000 Penalty: 3789.575684
	Iteration 15Q: 3 clusters Score -1.47997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115642 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14799740.000000 Penalty: 3789.575684
	Iteration 16Q: 3 clusters Score -1.479974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115649 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14799773.000000 Penalty: 3789.575684
	Iteration 17Q: 3 clusters Score -1.479977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14799788.000000 Penalty: 3789.575684
	Iteration 18Q: 3 clusters Score -1.479979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115659 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14799787.000000 Penalty: 3789.575684
	Iteration 19Q: 3 clusters Score -1.479979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115657 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14799792.000000 Penalty: 3789.575684
	Iteration 20F: 3 clusters Score -1.479979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115659 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14799791.000000 Penalty: 3789.575684
	Iteration 21Q: 3 clusters Score -1.479979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115657 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14799800.000000 Penalty: 3789.575684
	Iteration 22Q: 3 clusters Score -1.47998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115656 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14799796.000000 Penalty: 3789.575684
	Iteration 23Q: 3 clusters Score -1.47998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115656 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14799796.000000 Penalty: 3789.575684
	Iteration 24F: 3 clusters Score -1.47998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Entering Unmasked Estep 
Score: -2826850.750000 Penalty: 1628.261353
	Iteration 0F: 2 clusters Score -2826851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2811713.500000 Penalty: 3256.522705
	Iteration 0F: 3 clusters Score -2811714 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2817061.500000 Penalty: 3256.522705
	Iteration 1F: 3 clusters Score -2817062 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2817382.000000 Penalty: 3256.522705
	Iteration 2Q: 3 clusters Score -2817382 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2817676.250000 Penalty: 3256.522705
	Iteration 3Q: 3 clusters Score -2817676 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2817963.000000 Penalty: 3256.522705
	Iteration 4Q: 3 clusters Score -2817963 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2818262.500000 Penalty: 3256.522705
	Iteration 5Q: 3 clusters Score -2818262 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2818629.500000 Penalty: 3256.522705
	Iteration 6Q: 3 clusters Score -2818630 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2819148.500000 Penalty: 3256.522705
	Iteration 7Q: 3 clusters Score -2819148 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2819828.000000 Penalty: 3256.522705
	Iteration 8Q: 3 clusters Score -2819828 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2820722.000000 Penalty: 3256.522705
	Iteration 9F: 3 clusters Score -2820722 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2821761.750000 Penalty: 3256.522705
	Iteration 10F: 3 clusters Score -2821762 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2822834.250000 Penalty: 3256.522705
	Iteration 11F: 3 clusters Score -2822834 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2823652.000000 Penalty: 3256.522705
	Iteration 12Q: 3 clusters Score -2823652 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2824243.000000 Penalty: 3256.522705
	Iteration 13Q: 3 clusters Score -2824243 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2824646.750000 Penalty: 3256.522705
	Iteration 14Q: 3 clusters Score -2824647 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2824914.500000 Penalty: 3256.522705
	Iteration 15Q: 3 clusters Score -2824914 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2825095.250000 Penalty: 3256.522705
	Iteration 16Q: 3 clusters Score -2825095 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2825235.500000 Penalty: 3256.522705
	Iteration 17Q: 3 clusters Score -2825236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2825325.000000 Penalty: 3256.522705
	Iteration 18Q: 3 clusters Score -2825325 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2825389.000000 Penalty: 3256.522705
	Iteration 19Q: 3 clusters Score -2825389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2825429.500000 Penalty: 3256.522705
	Iteration 20F: 3 clusters Score -2825430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2825455.250000 Penalty: 3256.522705
	Iteration 21Q: 3 clusters Score -2825455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2825468.000000 Penalty: 3256.522705
	Iteration 22Q: 3 clusters Score -2825468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2825476.000000 Penalty: 3256.522705
	Iteration 23Q: 3 clusters Score -2825476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2825490.750000 Penalty: 3256.522705
	Iteration 24Q: 3 clusters Score -2825491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2825500.750000 Penalty: 3256.522705
	Iteration 25Q: 3 clusters Score -2825501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2825509.000000 Penalty: 3256.522705
	Iteration 26Q: 3 clusters Score -2825509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2825513.250000 Penalty: 3256.522705
	Iteration 27Q: 3 clusters Score -2825513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2825519.500000 Penalty: 3256.522705
	Iteration 28Q: 3 clusters Score -2825520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2825525.000000 Penalty: 3256.522705
	Iteration 29Q: 3 clusters Score -2825525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2825521.750000 Penalty: 3256.522705
	Iteration 30Q: 3 clusters Score -2825522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2825528.750000 Penalty: 3256.522705
	Iteration 31Q: 3 clusters Score -2825529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2825539.000000 Penalty: 3256.522705
	Iteration 32Q: 3 clusters Score -2825539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2825546.500000 Penalty: 3256.522705
	Iteration 33Q: 3 clusters Score -2825546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2825557.500000 Penalty: 3256.522705
	Iteration 34Q: 3 clusters Score -2825558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2825560.250000 Penalty: 3256.522705
	Iteration 35Q: 3 clusters Score -2825560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2825569.750000 Penalty: 3256.522705
	Iteration 36Q: 3 clusters Score -2825570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2825573.000000 Penalty: 3256.522705
	Iteration 37Q: 3 clusters Score -2825573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2825574.500000 Penalty: 3256.522705
	Iteration 38Q: 3 clusters Score -2825574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2825577.000000 Penalty: 3256.522705
	Iteration 39Q: 3 clusters Score -2825577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2825577.500000 Penalty: 3256.522705
	Iteration 40F: 3 clusters Score -2825578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2825576.250000 Penalty: 3256.522705
	Iteration 41Q: 3 clusters Score -2825576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2825579.750000 Penalty: 3256.522705
	Iteration 42Q: 3 clusters Score -2825580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2825575.750000 Penalty: 3256.522705
	Iteration 43Q: 3 clusters Score -2825576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2825580.000000 Penalty: 3256.522705
	Iteration 44Q: 3 clusters Score -2825580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2825579.250000 Penalty: 3256.522705
	Iteration 45Q: 3 clusters Score -2825579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2825580.750000 Penalty: 3256.522705
	Iteration 46Q: 3 clusters Score -2825581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2825580.750000 Penalty: 3256.522705
	Iteration 47F: 3 clusters Score -2825581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -58123.722656 Penalty: 1023.579224
	Iteration 0F: 2 clusters Score -58123.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57019.664062 Penalty: 2047.158447
	Iteration 0F: 3 clusters Score -57019.66 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57172.597656 Penalty: 2047.158447
	Iteration 1F: 3 clusters Score -57172.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57234.156250 Penalty: 2047.158447
	Iteration 2F: 3 clusters Score -57234.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57278.828125 Penalty: 2047.158447
	Iteration 3Q: 3 clusters Score -57278.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57308.152344 Penalty: 2047.158447
	Iteration 4Q: 3 clusters Score -57308.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57324.085938 Penalty: 2047.158447
	Iteration 5Q: 3 clusters Score -57324.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57331.054688 Penalty: 2047.158447
	Iteration 6Q: 3 clusters Score -57331.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57331.910156 Penalty: 2047.158447
	Iteration 7Q: 3 clusters Score -57331.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57331.910156 Penalty: 2047.158447
	Iteration 8F: 3 clusters Score -57331.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -52847.574219 Penalty: 941.364685
	Iteration 0F: 2 clusters Score -52847.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51932.539062 Penalty: 1882.729370
	Iteration 0F: 3 clusters Score -51932.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52006.652344 Penalty: 1882.729370
	Iteration 1F: 3 clusters Score -52006.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52036.839844 Penalty: 1882.729370
	Iteration 2Q: 3 clusters Score -52036.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52053.371094 Penalty: 1882.729370
	Iteration 3Q: 3 clusters Score -52053.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52063.320312 Penalty: 1882.729370
	Iteration 4Q: 3 clusters Score -52063.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52063.320312 Penalty: 1882.729370
	Iteration 5F: 3 clusters Score -52063.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -35612.851562 Penalty: 974.018738
	Iteration 0F: 2 clusters Score -35612.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34787.375000 Penalty: 1948.037476
	Iteration 0F: 3 clusters Score -34787.38 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35131.042969 Penalty: 1948.037476
	Iteration 1F: 3 clusters Score -35131.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35209.699219 Penalty: 1948.037476
	Iteration 2F: 3 clusters Score -35209.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35235.441406 Penalty: 1948.037476
	Iteration 3Q: 3 clusters Score -35235.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35246.191406 Penalty: 1948.037476
	Iteration 4Q: 3 clusters Score -35246.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35253.367188 Penalty: 1948.037476
	Iteration 5Q: 3 clusters Score -35253.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35262.808594 Penalty: 1948.037476
	Iteration 6Q: 3 clusters Score -35262.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35262.808594 Penalty: 1948.037476
	Iteration 7F: 3 clusters Score -35262.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31354.031250 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -31354.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30550.693359 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -30550.69 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30789.136719 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -30789.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30860.091797 Penalty: 1878.741699
	Iteration 2F: 3 clusters Score -30860.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30904.675781 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -30904.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30916.115234 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -30916.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30938.275391 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -30938.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30940.669922 Penalty: 1878.741699
	Iteration 6Q: 3 clusters Score -30940.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30940.669922 Penalty: 1878.741699
	Iteration 7F: 3 clusters Score -30940.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Entering Unmasked Estep 
Score: -4254984.000000 Penalty: 1690.692627
	Iteration 0F: 2 clusters Score -4254984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4232720.000000 Penalty: 3381.385254
	Iteration 0F: 3 clusters Score -4232720 nChanged 15286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4241099.500000 Penalty: 3381.385254
	Iteration 1F: 3 clusters Score -4241100 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4241408.500000 Penalty: 3381.385254
	Iteration 2Q: 3 clusters Score -4241408 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4241728.000000 Penalty: 3381.385254
	Iteration 3Q: 3 clusters Score -4241728 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4242018.000000 Penalty: 3381.385254
	Iteration 4Q: 3 clusters Score -4242018 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4242376.000000 Penalty: 3381.385254
	Iteration 5Q: 3 clusters Score -4242376 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4242892.500000 Penalty: 3381.385254
	Iteration 6Q: 3 clusters Score -4242892 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -4243670.000000 Penalty: 3381.385254
	Iteration 7Q: 3 clusters Score -4243670 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -4244888.500000 Penalty: 3381.385254
	Iteration 8F: 3 clusters Score -4244888 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -4246639.000000 Penalty: 3381.385254
	Iteration 9F: 3 clusters Score -4246639 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -4248749.500000 Penalty: 3381.385254
	Iteration 10F: 3 clusters Score -4248750 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4250750.000000 Penalty: 3381.385254
	Iteration 11F: 3 clusters Score -4250750 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4252146.500000 Penalty: 3381.385254
	Iteration 12Q: 3 clusters Score -4252146 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4252908.500000 Penalty: 3381.385254
	Iteration 13Q: 3 clusters Score -4252908 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4253252.000000 Penalty: 3381.385254
	Iteration 14Q: 3 clusters Score -4253252 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4253423.000000 Penalty: 3381.385254
	Iteration 15Q: 3 clusters Score -4253423 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4253530.000000 Penalty: 3381.385254
	Iteration 16Q: 3 clusters Score -4253530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4253575.000000 Penalty: 3381.385254
	Iteration 17Q: 3 clusters Score -4253575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4253592.500000 Penalty: 3381.385254
	Iteration 18Q: 3 clusters Score -4253592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4253599.500000 Penalty: 3381.385254
	Iteration 19Q: 3 clusters Score -4253600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4253609.000000 Penalty: 3381.385254
	Iteration 20F: 3 clusters Score -4253609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4253608.500000 Penalty: 3381.385254
	Iteration 21Q: 3 clusters Score -4253608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4253611.500000 Penalty: 3381.385254
	Iteration 22Q: 3 clusters Score -4253612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4253612.500000 Penalty: 3381.385254
	Iteration 23Q: 3 clusters Score -4253612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4253615.000000 Penalty: 3381.385254
	Iteration 24Q: 3 clusters Score -4253615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4253618.000000 Penalty: 3381.385254
	Iteration 25Q: 3 clusters Score -4253618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4253618.000000 Penalty: 3381.385254
	Iteration 26F: 3 clusters Score -4253618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (113967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Entering Unmasked Estep 
Score: -14482875.000000 Penalty: 1892.095459
	Iteration 0F: 2 clusters Score -1.448288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -14409174.000000 Penalty: 3784.190918
	Iteration 0F: 3 clusters Score -1.440917e+07 nChanged 54531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -14440715.000000 Penalty: 3784.190918
	Iteration 1F: 3 clusters Score -1.444072e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -14441599.000000 Penalty: 3784.190918
	Iteration 2Q: 3 clusters Score -1.44416e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -14442783.000000 Penalty: 3784.190918
	Iteration 3Q: 3 clusters Score -1.444278e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -14444287.000000 Penalty: 3784.190918
	Iteration 4Q: 3 clusters Score -1.444429e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -14446642.000000 Penalty: 3784.190918
	Iteration 5Q: 3 clusters Score -1.444664e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -14450155.000000 Penalty: 3784.190918
	Iteration 6F: 3 clusters Score -1.445016e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -14455004.000000 Penalty: 3784.190918
	Iteration 7F: 3 clusters Score -1.4455e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -14460633.000000 Penalty: 3784.190918
	Iteration 8F: 3 clusters Score -1.446063e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -14465921.000000 Penalty: 3784.190918
	Iteration 9F: 3 clusters Score -1.446592e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -14470028.000000 Penalty: 3784.190918
	Iteration 10Q: 3 clusters Score -1.447003e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -14472854.000000 Penalty: 3784.190918
	Iteration 11Q: 3 clusters Score -1.447285e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -14474991.000000 Penalty: 3784.190918
	Iteration 12Q: 3 clusters Score -1.447499e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 103143 members 
Entering Unmasked Estep 
Score: -14476752.000000 Penalty: 3784.190918
	Iteration 13Q: 3 clusters Score -1.447675e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -14478013.000000 Penalty: 3784.190918
	Iteration 14Q: 3 clusters Score -1.447801e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 107949 members 
Entering Unmasked Estep 
Score: -14479133.000000 Penalty: 3784.190918
	Iteration 15Q: 3 clusters Score -1.447913e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 109847 members 
Entering Unmasked Estep 
Score: -14480037.000000 Penalty: 3784.190918
	Iteration 16Q: 3 clusters Score -1.448004e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -14480591.000000 Penalty: 3784.190918
	Iteration 17Q: 3 clusters Score -1.448059e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -14480899.000000 Penalty: 3784.190918
	Iteration 18Q: 3 clusters Score -1.44809e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 112883 members 
Entering Unmasked Estep 
Score: -14481159.000000 Penalty: 3784.190918
	Iteration 19Q: 3 clusters Score -1.448116e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -14481242.000000 Penalty: 3784.190918
	Iteration 20F: 3 clusters Score -1.448124e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 113404 members 
Entering Unmasked Estep 
Score: -14481339.000000 Penalty: 3784.190918
	Iteration 21Q: 3 clusters Score -1.448134e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -14481330.000000 Penalty: 3784.190918
	Iteration 22Q: 3 clusters Score -1.448133e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -14481362.000000 Penalty: 3784.190918
	Iteration 23Q: 3 clusters Score -1.448136e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 113592 members 
Entering Unmasked Estep 
Score: -14481387.000000 Penalty: 3784.190918
	Iteration 24Q: 3 clusters Score -1.448139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 113614 members 
Entering Unmasked Estep 
Score: -14481410.000000 Penalty: 3784.190918
	Iteration 25Q: 3 clusters Score -1.448141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -14481413.000000 Penalty: 3784.190918
	Iteration 26Q: 3 clusters Score -1.448141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -14481438.000000 Penalty: 3784.190918
	Iteration 27Q: 3 clusters Score -1.448144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 113643 members 
Entering Unmasked Estep 
Score: -14481444.000000 Penalty: 3784.190918
	Iteration 28Q: 3 clusters Score -1.448144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 113647 members 
Entering Unmasked Estep 
Score: -14481444.000000 Penalty: 3784.190918
	Iteration 29Q: 3 clusters Score -1.448144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 113647 members 
Entering Unmasked Estep 
Score: -14481443.000000 Penalty: 3784.190918
	Iteration 30Q: 3 clusters Score -1.448144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 113650 members 
Entering Unmasked Estep 
Score: -14481446.000000 Penalty: 3784.190918
	Iteration 31Q: 3 clusters Score -1.448145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -14481456.000000 Penalty: 3784.190918
	Iteration 32Q: 3 clusters Score -1.448146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -14481461.000000 Penalty: 3784.190918
	Iteration 33Q: 3 clusters Score -1.448146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 113669 members 
Entering Unmasked Estep 
Score: -14481456.000000 Penalty: 3784.190918
	Iteration 34Q: 3 clusters Score -1.448146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 113672 members 
Entering Unmasked Estep 
Score: -14481454.000000 Penalty: 3784.190918
	Iteration 35Q: 3 clusters Score -1.448145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 113674 members 
Entering Unmasked Estep 
Score: -14481458.000000 Penalty: 3784.190918
	Iteration 36Q: 3 clusters Score -1.448146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 113676 members 
Entering Unmasked Estep 
Score: -14481465.000000 Penalty: 3784.190918
	Iteration 37Q: 3 clusters Score -1.448146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -14481458.000000 Penalty: 3784.190918
	Iteration 38Q: 3 clusters Score -1.448146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -14481464.000000 Penalty: 3784.190918
	Iteration 39Q: 3 clusters Score -1.448146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -14481464.000000 Penalty: 3784.190918
	Iteration 40F: 3 clusters Score -1.448146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Entering Unmasked Estep 
Score: -3651978.000000 Penalty: 1667.558105
	Iteration 0F: 2 clusters Score -3651978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3632712.250000 Penalty: 3335.116211
	Iteration 0F: 3 clusters Score -3632712 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3640169.250000 Penalty: 3335.116211
	Iteration 1F: 3 clusters Score -3640169 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3640794.500000 Penalty: 3335.116211
	Iteration 2F: 3 clusters Score -3640794 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3641463.500000 Penalty: 3335.116211
	Iteration 3F: 3 clusters Score -3641464 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3642333.250000 Penalty: 3335.116211
	Iteration 4F: 3 clusters Score -3642333 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3643444.500000 Penalty: 3335.116211
	Iteration 5F: 3 clusters Score -3643444 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3644786.500000 Penalty: 3335.116211
	Iteration 6F: 3 clusters Score -3644786 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3646287.500000 Penalty: 3335.116211
	Iteration 7F: 3 clusters Score -3646288 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3647711.750000 Penalty: 3335.116211
	Iteration 8F: 3 clusters Score -3647712 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3648850.000000 Penalty: 3335.116211
	Iteration 9Q: 3 clusters Score -3648850 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3649638.500000 Penalty: 3335.116211
	Iteration 10Q: 3 clusters Score -3649638 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3650054.250000 Penalty: 3335.116211
	Iteration 11Q: 3 clusters Score -3650054 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3650250.250000 Penalty: 3335.116211
	Iteration 12Q: 3 clusters Score -3650250 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3650375.250000 Penalty: 3335.116211
	Iteration 13Q: 3 clusters Score -3650375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3650456.000000 Penalty: 3335.116211
	Iteration 14Q: 3 clusters Score -3650456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3650511.500000 Penalty: 3335.116211
	Iteration 15Q: 3 clusters Score -3650512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3650545.000000 Penalty: 3335.116211
	Iteration 16Q: 3 clusters Score -3650545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3650569.250000 Penalty: 3335.116211
	Iteration 17Q: 3 clusters Score -3650569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3650582.500000 Penalty: 3335.116211
	Iteration 18Q: 3 clusters Score -3650582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3650588.000000 Penalty: 3335.116211
	Iteration 19Q: 3 clusters Score -3650588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3650594.250000 Penalty: 3335.116211
	Iteration 20F: 3 clusters Score -3650594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3650601.000000 Penalty: 3335.116211
	Iteration 21Q: 3 clusters Score -3650601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3650607.250000 Penalty: 3335.116211
	Iteration 22Q: 3 clusters Score -3650607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3650608.750000 Penalty: 3335.116211
	Iteration 23Q: 3 clusters Score -3650609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3650609.500000 Penalty: 3335.116211
	Iteration 24Q: 3 clusters Score -3650610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3650609.000000 Penalty: 3335.116211
	Iteration 25Q: 3 clusters Score -3650609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3650608.000000 Penalty: 3335.116211
	Iteration 26Q: 3 clusters Score -3650608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3650611.750000 Penalty: 3335.116211
	Iteration 27Q: 3 clusters Score -3650612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3650614.750000 Penalty: 3335.116211
	Iteration 28Q: 3 clusters Score -3650615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3650614.500000 Penalty: 3335.116211
	Iteration 29Q: 3 clusters Score -3650614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3650614.500000 Penalty: 3335.116211
	Iteration 30F: 3 clusters Score -3650614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Entering Unmasked Estep 
Score: -6650695.500000 Penalty: 1764.055176
	Iteration 0F: 2 clusters Score -6650696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -6616227.500000 Penalty: 3528.110352
	Iteration 0F: 3 clusters Score -6616228 nChanged 24268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -6630040.500000 Penalty: 3528.110352
	Iteration 1F: 3 clusters Score -6630040 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -6630635.500000 Penalty: 3528.110352
	Iteration 2Q: 3 clusters Score -6630636 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -6631402.500000 Penalty: 3528.110352
	Iteration 3Q: 3 clusters Score -6631402 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -6632585.000000 Penalty: 3528.110352
	Iteration 4F: 3 clusters Score -6632585 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -6634511.500000 Penalty: 3528.110352
	Iteration 5F: 3 clusters Score -6634512 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -6637457.500000 Penalty: 3528.110352
	Iteration 6F: 3 clusters Score -6637458 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -6641470.000000 Penalty: 3528.110352
	Iteration 7F: 3 clusters Score -6641470 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -6645322.500000 Penalty: 3528.110352
	Iteration 8F: 3 clusters Score -6645322 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6647690.000000 Penalty: 3528.110352
	Iteration 9Q: 3 clusters Score -6647690 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -6648689.000000 Penalty: 3528.110352
	Iteration 10Q: 3 clusters Score -6648689 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -6649020.000000 Penalty: 3528.110352
	Iteration 11Q: 3 clusters Score -6649020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -6649161.500000 Penalty: 3528.110352
	Iteration 12Q: 3 clusters Score -6649162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -6649196.500000 Penalty: 3528.110352
	Iteration 13Q: 3 clusters Score -6649196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6649221.000000 Penalty: 3528.110352
	Iteration 14Q: 3 clusters Score -6649221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6649243.500000 Penalty: 3528.110352
	Iteration 15Q: 3 clusters Score -6649244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -6649253.000000 Penalty: 3528.110352
	Iteration 16Q: 3 clusters Score -6649253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -6649263.000000 Penalty: 3528.110352
	Iteration 17Q: 3 clusters Score -6649263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -6649269.000000 Penalty: 3528.110352
	Iteration 18Q: 3 clusters Score -6649269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -6649267.000000 Penalty: 3528.110352
	Iteration 19Q: 3 clusters Score -6649267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -6649264.000000 Penalty: 3528.110352
	Iteration 20F: 3 clusters Score -6649264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -538252.250000 Penalty: 1362.901367
	Iteration 0F: 2 clusters Score -538252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -534697.875000 Penalty: 2725.802734
	Iteration 0F: 3 clusters Score -534697.9 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -535644.500000 Penalty: 2725.802734
	Iteration 1F: 3 clusters Score -535644.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -535973.250000 Penalty: 2725.802734
	Iteration 2F: 3 clusters Score -535973.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -536239.500000 Penalty: 2725.802734
	Iteration 3F: 3 clusters Score -536239.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -536441.812500 Penalty: 2725.802734
	Iteration 4F: 3 clusters Score -536441.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -536591.312500 Penalty: 2725.802734
	Iteration 5F: 3 clusters Score -536591.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -536739.500000 Penalty: 2725.802734
	Iteration 6Q: 3 clusters Score -536739.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -536879.625000 Penalty: 2725.802734
	Iteration 7Q: 3 clusters Score -536879.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -537011.562500 Penalty: 2725.802734
	Iteration 8Q: 3 clusters Score -537011.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -537127.625000 Penalty: 2725.802734
	Iteration 9Q: 3 clusters Score -537127.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -537193.875000 Penalty: 2725.802734
	Iteration 10Q: 3 clusters Score -537193.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -537252.812500 Penalty: 2725.802734
	Iteration 11Q: 3 clusters Score -537252.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -537282.937500 Penalty: 2725.802734
	Iteration 12Q: 3 clusters Score -537282.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -537299.750000 Penalty: 2725.802734
	Iteration 13Q: 3 clusters Score -537299.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -537310.937500 Penalty: 2725.802734
	Iteration 14Q: 3 clusters Score -537310.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -537318.625000 Penalty: 2725.802734
	Iteration 15Q: 3 clusters Score -537318.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -537326.750000 Penalty: 2725.802734
	Iteration 16Q: 3 clusters Score -537326.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -537333.062500 Penalty: 2725.802734
	Iteration 17Q: 3 clusters Score -537333.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -537338.562500 Penalty: 2725.802734
	Iteration 18Q: 3 clusters Score -537338.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -537340.312500 Penalty: 2725.802734
	Iteration 19Q: 3 clusters Score -537340.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -537342.000000 Penalty: 2725.802734
	Iteration 20F: 3 clusters Score -537342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -537342.812500 Penalty: 2725.802734
	Iteration 21Q: 3 clusters Score -537342.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -537344.000000 Penalty: 2725.802734
	Iteration 22Q: 3 clusters Score -537344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -537346.250000 Penalty: 2725.802734
	Iteration 23Q: 3 clusters Score -537346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -537347.375000 Penalty: 2725.802734
	Iteration 24Q: 3 clusters Score -537347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -537347.375000 Penalty: 2725.802734
	Iteration 25Q: 3 clusters Score -537347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -537347.062500 Penalty: 2725.802734
	Iteration 26Q: 3 clusters Score -537347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -537348.625000 Penalty: 2725.802734
	Iteration 27Q: 3 clusters Score -537348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -537349.062500 Penalty: 2725.802734
	Iteration 28Q: 3 clusters Score -537349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -537349.062500 Penalty: 2725.802734
	Iteration 29F: 3 clusters Score -537349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 30091 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 108944 members 
Mstep: Class 7 contains 7698 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 115871 members 
Mstep: Class 10 contains 22473 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 33000 members 
Mstep: Class 16 contains 113967 members 
Mstep: Class 17 contains 28621 members 
Mstep: Class 19 contains 51830 members 
Mstep: Class 20 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818136.000000 Penalty: 40969.332031
Iteration 199Q: 20 clusters Score -7.281814e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 30318 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 108945 members 
Mstep: Class 7 contains 7672 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 115781 members 
Mstep: Class 10 contains 22336 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 33354 members 
Mstep: Class 16 contains 113912 members 
Mstep: Class 17 contains 28806 members 
Mstep: Class 19 contains 51728 members 
Mstep: Class 20 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818472.000000 Penalty: 40969.332031
Iteration 200F: 20 clusters Score -7.281847e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 30535 members 
Mstep: Class 4 contains 215 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 108942 members 
Mstep: Class 7 contains 7625 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 115664 members 
Mstep: Class 10 contains 22214 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 33681 members 
Mstep: Class 16 contains 113932 members 
Mstep: Class 17 contains 28995 members 
Mstep: Class 19 contains 51634 members 
Mstep: Class 20 contains 4351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818616.000000 Penalty: 40969.332031
Iteration 201Q: 20 clusters Score -7.281862e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 30756 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4041 members 
Mstep: Class 6 contains 108950 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 115562 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 33989 members 
Mstep: Class 16 contains 113952 members 
Mstep: Class 17 contains 29176 members 
Mstep: Class 19 contains 51525 members 
Mstep: Class 20 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818960.000000 Penalty: 40969.332031
Iteration 202Q: 20 clusters Score -7.281896e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 30964 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4046 members 
Mstep: Class 6 contains 108961 members 
Mstep: Class 7 contains 7535 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115484 members 
Mstep: Class 10 contains 21926 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 34302 members 
Mstep: Class 16 contains 113914 members 
Mstep: Class 17 contains 29352 members 
Mstep: Class 19 contains 51403 members 
Mstep: Class 20 contains 4316 members 
Entering Unmasked Estep 
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Iteration 203Q: 20 clusters Score -7.281931e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 31178 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 108961 members 
Mstep: Class 7 contains 7499 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115370 members 
Mstep: Class 10 contains 21779 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 34584 members 
Mstep: Class 16 contains 113903 members 
Mstep: Class 17 contains 29531 members 
Mstep: Class 19 contains 51299 members 
Mstep: Class 20 contains 4298 members 
Entering Unmasked Estep 
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Iteration 204Q: 20 clusters Score -7.281945e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 31388 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 108965 members 
Mstep: Class 7 contains 7453 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115278 members 
Mstep: Class 10 contains 21632 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 34844 members 
Mstep: Class 16 contains 113939 members 
Mstep: Class 17 contains 29704 members 
Mstep: Class 19 contains 51176 members 
Mstep: Class 20 contains 4280 members 
Entering Unmasked Estep 
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Iteration 205Q: 20 clusters Score -7.281987e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 31569 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 108984 members 
Mstep: Class 7 contains 7426 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115218 members 
Mstep: Class 10 contains 21502 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 35071 members 
Mstep: Class 16 contains 113940 members 
Mstep: Class 17 contains 29880 members 
Mstep: Class 19 contains 51045 members 
Mstep: Class 20 contains 4262 members 
Entering Unmasked Estep 
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Iteration 206Q: 20 clusters Score -7.281976e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 31769 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4051 members 
Mstep: Class 6 contains 108997 members 
Mstep: Class 7 contains 7397 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115156 members 
Mstep: Class 10 contains 21381 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 35256 members 
Mstep: Class 16 contains 113934 members 
Mstep: Class 17 contains 30058 members 
Mstep: Class 19 contains 50919 members 
Mstep: Class 20 contains 4240 members 
Entering Unmasked Estep 
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Iteration 207Q: 20 clusters Score -7.281989e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 31969 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 109015 members 
Mstep: Class 7 contains 7373 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115110 members 
Mstep: Class 10 contains 21264 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 35418 members 
Mstep: Class 16 contains 113952 members 
Mstep: Class 17 contains 30223 members 
Mstep: Class 19 contains 50818 members 
Mstep: Class 20 contains 4218 members 
Entering Unmasked Estep 
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Iteration 208Q: 20 clusters Score -7.282009e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 32173 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 109033 members 
Mstep: Class 7 contains 7350 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115097 members 
Mstep: Class 10 contains 21145 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 35555 members 
Mstep: Class 16 contains 113992 members 
Mstep: Class 17 contains 30356 members 
Mstep: Class 19 contains 50745 members 
Mstep: Class 20 contains 4196 members 
Entering Unmasked Estep 
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Iteration 209Q: 20 clusters Score -7.282026e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 32386 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 109053 members 
Mstep: Class 7 contains 7323 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115072 members 
Mstep: Class 10 contains 21047 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 35708 members 
Mstep: Class 16 contains 114017 members 
Mstep: Class 17 contains 30479 members 
Mstep: Class 19 contains 50655 members 
Mstep: Class 20 contains 4163 members 
Entering Unmasked Estep 
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Iteration 210Q: 20 clusters Score -7.282044e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 32601 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 109069 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115061 members 
Mstep: Class 10 contains 20947 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 35864 members 
Mstep: Class 16 contains 114013 members 
Mstep: Class 17 contains 30595 members 
Mstep: Class 19 contains 50558 members 
Mstep: Class 20 contains 4144 members 
Entering Unmasked Estep 
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Iteration 211Q: 20 clusters Score -7.282055e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 32783 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4137 members 
Mstep: Class 6 contains 109083 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115078 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 36024 members 
Mstep: Class 16 contains 114018 members 
Mstep: Class 17 contains 30705 members 
Mstep: Class 19 contains 50451 members 
Mstep: Class 20 contains 4122 members 
Entering Unmasked Estep 
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Iteration 212Q: 20 clusters Score -7.282047e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 32945 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4158 members 
Mstep: Class 6 contains 109091 members 
Mstep: Class 7 contains 7258 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115106 members 
Mstep: Class 10 contains 20752 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 36168 members 
Mstep: Class 16 contains 114012 members 
Mstep: Class 17 contains 30826 members 
Mstep: Class 19 contains 50344 members 
Mstep: Class 20 contains 4104 members 
Entering Unmasked Estep 
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Iteration 213Q: 20 clusters Score -7.282041e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 33064 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 109093 members 
Mstep: Class 7 contains 7263 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115144 members 
Mstep: Class 10 contains 20662 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 401 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 36288 members 
Mstep: Class 16 contains 113990 members 
Mstep: Class 17 contains 30960 members 
Mstep: Class 19 contains 50242 members 
Mstep: Class 20 contains 4090 members 
Entering Unmasked Estep 
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Iteration 214Q: 20 clusters Score -7.282043e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 33185 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 109099 members 
Mstep: Class 7 contains 7244 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 115156 members 
Mstep: Class 10 contains 20572 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 36414 members 
Mstep: Class 16 contains 114020 members 
Mstep: Class 17 contains 31073 members 
Mstep: Class 19 contains 50150 members 
Mstep: Class 20 contains 4075 members 
Entering Unmasked Estep 
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Iteration 215Q: 20 clusters Score -7.28205e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 33289 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 109108 members 
Mstep: Class 7 contains 7232 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115195 members 
Mstep: Class 10 contains 20504 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 36535 members 
Mstep: Class 16 contains 114031 members 
Mstep: Class 17 contains 31171 members 
Mstep: Class 19 contains 50046 members 
Mstep: Class 20 contains 4046 members 
Entering Unmasked Estep 
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Iteration 216Q: 20 clusters Score -7.28204e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 346 members 
Mstep: Class 3 contains 33392 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 6 contains 109114 members 
Mstep: Class 7 contains 7229 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115271 members 
Mstep: Class 10 contains 20421 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 36646 members 
Mstep: Class 16 contains 113998 members 
Mstep: Class 17 contains 31260 members 
Mstep: Class 19 contains 49954 members 
Mstep: Class 20 contains 4032 members 
Entering Unmasked Estep 
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Iteration 217Q: 20 clusters Score -7.282028e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 33492 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 109120 members 
Mstep: Class 7 contains 7229 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115362 members 
Mstep: Class 10 contains 20328 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 36746 members 
Mstep: Class 16 contains 113961 members 
Mstep: Class 17 contains 31352 members 
Mstep: Class 19 contains 49853 members 
Mstep: Class 20 contains 4015 members 
Entering Unmasked Estep 
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Iteration 218Q: 20 clusters Score -7.282034e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 33612 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4208 members 
Mstep: Class 6 contains 109120 members 
Mstep: Class 7 contains 7225 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115455 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 328 members 
Mstep: Class 15 contains 36849 members 
Mstep: Class 16 contains 113931 members 
Mstep: Class 17 contains 31414 members 
Mstep: Class 19 contains 49766 members 
Mstep: Class 20 contains 4004 members 
Entering Unmasked Estep 
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Iteration 219Q: 20 clusters Score -7.28203e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 33750 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4232 members 
Mstep: Class 6 contains 109125 members 
Mstep: Class 7 contains 7233 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115518 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 36929 members 
Mstep: Class 16 contains 113883 members 
Mstep: Class 17 contains 31478 members 
Mstep: Class 19 contains 49685 members 
Mstep: Class 20 contains 3985 members 
Entering Unmasked Estep 
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Iteration 220F: 20 clusters Score -7.28201e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 33870 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 109135 members 
Mstep: Class 7 contains 7235 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115573 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37005 members 
Mstep: Class 16 contains 113838 members 
Mstep: Class 17 contains 31538 members 
Mstep: Class 19 contains 49600 members 
Mstep: Class 20 contains 3967 members 
Entering Unmasked Estep 
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Iteration 221Q: 20 clusters Score -7.282006e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 33993 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4267 members 
Mstep: Class 6 contains 109144 members 
Mstep: Class 7 contains 7228 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115640 members 
Mstep: Class 10 contains 20023 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37090 members 
Mstep: Class 16 contains 113759 members 
Mstep: Class 17 contains 31604 members 
Mstep: Class 19 contains 49506 members 
Mstep: Class 20 contains 3956 members 
Entering Unmasked Estep 
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Iteration 222Q: 20 clusters Score -7.281999e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 34117 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 6 contains 109154 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115683 members 
Mstep: Class 10 contains 19952 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37184 members 
Mstep: Class 16 contains 113704 members 
Mstep: Class 17 contains 31663 members 
Mstep: Class 19 contains 49419 members 
Mstep: Class 20 contains 3948 members 
Entering Unmasked Estep 
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Iteration 223Q: 20 clusters Score -7.282013e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 34265 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 109161 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115703 members 
Mstep: Class 10 contains 19891 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37251 members 
Mstep: Class 16 contains 113657 members 
Mstep: Class 17 contains 31728 members 
Mstep: Class 19 contains 49369 members 
Mstep: Class 20 contains 3935 members 
Entering Unmasked Estep 
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Iteration 224Q: 20 clusters Score -7.282014e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 34397 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 109169 members 
Mstep: Class 7 contains 7217 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115712 members 
Mstep: Class 10 contains 19837 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37328 members 
Mstep: Class 16 contains 113621 members 
Mstep: Class 17 contains 31775 members 
Mstep: Class 19 contains 49320 members 
Mstep: Class 20 contains 3925 members 
Entering Unmasked Estep 
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Iteration 225Q: 20 clusters Score -7.281998e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 34513 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 109179 members 
Mstep: Class 7 contains 7217 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115724 members 
Mstep: Class 10 contains 19792 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37411 members 
Mstep: Class 16 contains 113598 members 
Mstep: Class 17 contains 31821 members 
Mstep: Class 19 contains 49245 members 
Mstep: Class 20 contains 3918 members 
Entering Unmasked Estep 
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Iteration 226Q: 20 clusters Score -7.282002e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 34638 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 109189 members 
Mstep: Class 7 contains 7215 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115728 members 
Mstep: Class 10 contains 19734 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37497 members 
Mstep: Class 16 contains 113540 members 
Mstep: Class 17 contains 31871 members 
Mstep: Class 19 contains 49198 members 
Mstep: Class 20 contains 3910 members 
Entering Unmasked Estep 
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Iteration 227Q: 20 clusters Score -7.282006e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 34766 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 109196 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115751 members 
Mstep: Class 10 contains 19657 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37582 members 
Mstep: Class 16 contains 113473 members 
Mstep: Class 17 contains 31925 members 
Mstep: Class 19 contains 49133 members 
Mstep: Class 20 contains 3904 members 
Entering Unmasked Estep 
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Iteration 228Q: 20 clusters Score -7.282002e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 34874 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4368 members 
Mstep: Class 6 contains 109195 members 
Mstep: Class 7 contains 7225 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115787 members 
Mstep: Class 10 contains 19588 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37665 members 
Mstep: Class 16 contains 113417 members 
Mstep: Class 17 contains 31977 members 
Mstep: Class 19 contains 49079 members 
Mstep: Class 20 contains 3897 members 
Entering Unmasked Estep 
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Iteration 229Q: 20 clusters Score -7.281994e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 34989 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 109199 members 
Mstep: Class 7 contains 7222 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115826 members 
Mstep: Class 10 contains 19517 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37736 members 
Mstep: Class 16 contains 113340 members 
Mstep: Class 17 contains 32036 members 
Mstep: Class 19 contains 49033 members 
Mstep: Class 20 contains 3891 members 
Entering Unmasked Estep 
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Iteration 230Q: 20 clusters Score -7.281986e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35089 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 109200 members 
Mstep: Class 7 contains 7227 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115885 members 
Mstep: Class 10 contains 19457 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37811 members 
Mstep: Class 16 contains 113244 members 
Mstep: Class 17 contains 32087 members 
Mstep: Class 19 contains 48983 members 
Mstep: Class 20 contains 3876 members 
Entering Unmasked Estep 
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Iteration 231Q: 20 clusters Score -7.281978e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35167 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4451 members 
Mstep: Class 6 contains 109211 members 
Mstep: Class 7 contains 7230 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115949 members 
Mstep: Class 10 contains 19403 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37887 members 
Mstep: Class 16 contains 113140 members 
Mstep: Class 17 contains 32151 members 
Mstep: Class 19 contains 48936 members 
Mstep: Class 20 contains 3858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819632.000000 Penalty: 40969.332031
Iteration 232Q: 20 clusters Score -7.281963e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35259 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 109216 members 
Mstep: Class 7 contains 7242 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115999 members 
Mstep: Class 10 contains 19339 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 37948 members 
Mstep: Class 16 contains 113040 members 
Mstep: Class 17 contains 32210 members 
Mstep: Class 19 contains 48902 members 
Mstep: Class 20 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819672.000000 Penalty: 40969.332031
Iteration 233Q: 20 clusters Score -7.281967e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35351 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4524 members 
Mstep: Class 6 contains 109225 members 
Mstep: Class 7 contains 7244 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 116012 members 
Mstep: Class 10 contains 19285 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38021 members 
Mstep: Class 16 contains 112935 members 
Mstep: Class 17 contains 32284 members 
Mstep: Class 19 contains 48858 members 
Mstep: Class 20 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819600.000000 Penalty: 40969.332031
Iteration 234Q: 20 clusters Score -7.28196e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35424 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 109225 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 116028 members 
Mstep: Class 10 contains 19234 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38113 members 
Mstep: Class 16 contains 112843 members 
Mstep: Class 17 contains 32346 members 
Mstep: Class 19 contains 48825 members 
Mstep: Class 20 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819520.000000 Penalty: 40969.332031
Iteration 235Q: 20 clusters Score -7.281952e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35505 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4582 members 
Mstep: Class 6 contains 109233 members 
Mstep: Class 7 contains 7245 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 116022 members 
Mstep: Class 10 contains 19198 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38217 members 
Mstep: Class 16 contains 112748 members 
Mstep: Class 17 contains 32400 members 
Mstep: Class 19 contains 48788 members 
Mstep: Class 20 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819632.000000 Penalty: 40969.332031
Iteration 236Q: 20 clusters Score -7.281963e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35571 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4606 members 
Mstep: Class 6 contains 109236 members 
Mstep: Class 7 contains 7248 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 116010 members 
Mstep: Class 10 contains 19160 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38309 members 
Mstep: Class 16 contains 112670 members 
Mstep: Class 17 contains 32454 members 
Mstep: Class 19 contains 48759 members 
Mstep: Class 20 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819752.000000 Penalty: 40969.332031
Iteration 237Q: 20 clusters Score -7.281975e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35640 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 6 contains 109239 members 
Mstep: Class 7 contains 7251 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 115989 members 
Mstep: Class 10 contains 19116 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38401 members 
Mstep: Class 16 contains 112588 members 
Mstep: Class 17 contains 32507 members 
Mstep: Class 19 contains 48732 members 
Mstep: Class 20 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819600.000000 Penalty: 40969.332031
Iteration 238Q: 20 clusters Score -7.28196e+07 nChanged 597
Entering ConstructFrom: 
Score: -72819600.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (48628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Entering Unmasked Estep 
Score: -6245774.500000 Penalty: 1753.692627
	Iteration 0F: 2 clusters Score -6245774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -6213319.500000 Penalty: 3507.385254
	Iteration 0F: 3 clusters Score -6213320 nChanged 22784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -6226098.000000 Penalty: 3507.385254
	Iteration 1F: 3 clusters Score -6226098 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -6227024.500000 Penalty: 3507.385254
	Iteration 2Q: 3 clusters Score -6227024 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -6228445.500000 Penalty: 3507.385254
	Iteration 3F: 3 clusters Score -6228446 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -6230955.500000 Penalty: 3507.385254
	Iteration 4F: 3 clusters Score -6230956 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -6234686.000000 Penalty: 3507.385254
	Iteration 5F: 3 clusters Score -6234686 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -6238889.000000 Penalty: 3507.385254
	Iteration 6F: 3 clusters Score -6238889 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -6241904.000000 Penalty: 3507.385254
	Iteration 7F: 3 clusters Score -6241904 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6243439.000000 Penalty: 3507.385254
	Iteration 8Q: 3 clusters Score -6243439 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6244022.000000 Penalty: 3507.385254
	Iteration 9Q: 3 clusters Score -6244022 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6244208.000000 Penalty: 3507.385254
	Iteration 10Q: 3 clusters Score -6244208 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6244309.000000 Penalty: 3507.385254
	Iteration 11Q: 3 clusters Score -6244309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6244331.500000 Penalty: 3507.385254
	Iteration 12Q: 3 clusters Score -6244332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6244356.500000 Penalty: 3507.385254
	Iteration 13Q: 3 clusters Score -6244356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6244366.500000 Penalty: 3507.385254
	Iteration 14Q: 3 clusters Score -6244366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6244360.000000 Penalty: 3507.385254
	Iteration 15Q: 3 clusters Score -6244360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6244374.000000 Penalty: 3507.385254
	Iteration 16Q: 3 clusters Score -6244374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6244388.000000 Penalty: 3507.385254
	Iteration 17Q: 3 clusters Score -6244388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6244387.500000 Penalty: 3507.385254
	Iteration 18Q: 3 clusters Score -6244388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6244390.000000 Penalty: 3507.385254
	Iteration 19Q: 3 clusters Score -6244390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6244402.500000 Penalty: 3507.385254
	Iteration 20F: 3 clusters Score -6244402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6244410.000000 Penalty: 3507.385254
	Iteration 21Q: 3 clusters Score -6244410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6244407.500000 Penalty: 3507.385254
	Iteration 22Q: 3 clusters Score -6244408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6244410.000000 Penalty: 3507.385254
	Iteration 23Q: 3 clusters Score -6244410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6244412.000000 Penalty: 3507.385254
	Iteration 24Q: 3 clusters Score -6244412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6244412.500000 Penalty: 3507.385254
	Iteration 25Q: 3 clusters Score -6244412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6244415.000000 Penalty: 3507.385254
	Iteration 26Q: 3 clusters Score -6244415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6244409.500000 Penalty: 3507.385254
	Iteration 27Q: 3 clusters Score -6244410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6244409.500000 Penalty: 3507.385254
	Iteration 28F: 3 clusters Score -6244410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -22257.128906 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -22257.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21471.533203 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -21471.53 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21731.443359 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -21731.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21879.244141 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -21879.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22028.195312 Penalty: 1899.151978
	Iteration 3F: 3 clusters Score -22028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22069.613281 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -22069.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22098.041016 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -22098.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22113.189453 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -22113.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22114.460938 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -22114.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22114.460938 Penalty: 1899.151978
	Iteration 8F: 3 clusters Score -22114.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Entering Unmasked Estep 
Score: -4588951.500000 Penalty: 1703.522339
	Iteration 0F: 2 clusters Score -4588952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4564950.000000 Penalty: 3407.044678
	Iteration 0F: 3 clusters Score -4564950 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4574232.000000 Penalty: 3407.044678
	Iteration 1F: 3 clusters Score -4574232 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4574580.500000 Penalty: 3407.044678
	Iteration 2Q: 3 clusters Score -4574580 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4574871.000000 Penalty: 3407.044678
	Iteration 3Q: 3 clusters Score -4574871 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4575181.000000 Penalty: 3407.044678
	Iteration 4Q: 3 clusters Score -4575181 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4575506.500000 Penalty: 3407.044678
	Iteration 5Q: 3 clusters Score -4575506 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4575981.000000 Penalty: 3407.044678
	Iteration 6Q: 3 clusters Score -4575981 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -4576710.500000 Penalty: 3407.044678
	Iteration 7Q: 3 clusters Score -4576710 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4577719.000000 Penalty: 3407.044678
	Iteration 8Q: 3 clusters Score -4577719 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -4579126.500000 Penalty: 3407.044678
	Iteration 9F: 3 clusters Score -4579126 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -4580786.000000 Penalty: 3407.044678
	Iteration 10F: 3 clusters Score -4580786 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4582256.500000 Penalty: 3407.044678
	Iteration 11F: 3 clusters Score -4582256 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -4583280.500000 Penalty: 3407.044678
	Iteration 12Q: 3 clusters Score -4583280 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4583896.500000 Penalty: 3407.044678
	Iteration 13Q: 3 clusters Score -4583896 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4584421.000000 Penalty: 3407.044678
	Iteration 14Q: 3 clusters Score -4584421 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4584854.500000 Penalty: 3407.044678
	Iteration 15Q: 3 clusters Score -4584854 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4585297.500000 Penalty: 3407.044678
	Iteration 16Q: 3 clusters Score -4585298 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4585691.500000 Penalty: 3407.044678
	Iteration 17Q: 3 clusters Score -4585692 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4586067.500000 Penalty: 3407.044678
	Iteration 18Q: 3 clusters Score -4586068 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4586377.000000 Penalty: 3407.044678
	Iteration 19Q: 3 clusters Score -4586377 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -4586582.500000 Penalty: 3407.044678
	Iteration 20F: 3 clusters Score -4586582 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4586764.000000 Penalty: 3407.044678
	Iteration 21Q: 3 clusters Score -4586764 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4586913.500000 Penalty: 3407.044678
	Iteration 22Q: 3 clusters Score -4586914 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4587033.000000 Penalty: 3407.044678
	Iteration 23Q: 3 clusters Score -4587033 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4587127.000000 Penalty: 3407.044678
	Iteration 24Q: 3 clusters Score -4587127 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4587234.500000 Penalty: 3407.044678
	Iteration 25Q: 3 clusters Score -4587234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4587318.500000 Penalty: 3407.044678
	Iteration 26Q: 3 clusters Score -4587318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4587376.500000 Penalty: 3407.044678
	Iteration 27Q: 3 clusters Score -4587376 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -4587427.000000 Penalty: 3407.044678
	Iteration 28Q: 3 clusters Score -4587427 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4587461.000000 Penalty: 3407.044678
	Iteration 29Q: 3 clusters Score -4587461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4587480.500000 Penalty: 3407.044678
	Iteration 30Q: 3 clusters Score -4587480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4587499.000000 Penalty: 3407.044678
	Iteration 31Q: 3 clusters Score -4587499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4587512.000000 Penalty: 3407.044678
	Iteration 32Q: 3 clusters Score -4587512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4587523.500000 Penalty: 3407.044678
	Iteration 33Q: 3 clusters Score -4587524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4587537.500000 Penalty: 3407.044678
	Iteration 34Q: 3 clusters Score -4587538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -4587554.000000 Penalty: 3407.044678
	Iteration 35Q: 3 clusters Score -4587554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4587557.000000 Penalty: 3407.044678
	Iteration 36Q: 3 clusters Score -4587557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -4587563.000000 Penalty: 3407.044678
	Iteration 37Q: 3 clusters Score -4587563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -4587577.000000 Penalty: 3407.044678
	Iteration 38Q: 3 clusters Score -4587577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4587591.000000 Penalty: 3407.044678
	Iteration 39Q: 3 clusters Score -4587591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4587597.500000 Penalty: 3407.044678
	Iteration 40F: 3 clusters Score -4587598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4587597.000000 Penalty: 3407.044678
	Iteration 41Q: 3 clusters Score -4587597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4587604.500000 Penalty: 3407.044678
	Iteration 42Q: 3 clusters Score -4587604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4587616.000000 Penalty: 3407.044678
	Iteration 43Q: 3 clusters Score -4587616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4587618.500000 Penalty: 3407.044678
	Iteration 44Q: 3 clusters Score -4587618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4587620.500000 Penalty: 3407.044678
	Iteration 45Q: 3 clusters Score -4587620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4587613.500000 Penalty: 3407.044678
	Iteration 46Q: 3 clusters Score -4587614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4587619.500000 Penalty: 3407.044678
	Iteration 47Q: 3 clusters Score -4587620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4587620.000000 Penalty: 3407.044678
	Iteration 48Q: 3 clusters Score -4587620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4587620.500000 Penalty: 3407.044678
	Iteration 49Q: 3 clusters Score -4587620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4587618.000000 Penalty: 3407.044678
	Iteration 50Q: 3 clusters Score -4587618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4587624.500000 Penalty: 3407.044678
	Iteration 51Q: 3 clusters Score -4587624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4587623.500000 Penalty: 3407.044678
	Iteration 52Q: 3 clusters Score -4587624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4587624.500000 Penalty: 3407.044678
	Iteration 53Q: 3 clusters Score -4587624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4587625.500000 Penalty: 3407.044678
	Iteration 54Q: 3 clusters Score -4587626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4587632.500000 Penalty: 3407.044678
	Iteration 55Q: 3 clusters Score -4587632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4587628.000000 Penalty: 3407.044678
	Iteration 56Q: 3 clusters Score -4587628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4587628.500000 Penalty: 3407.044678
	Iteration 57Q: 3 clusters Score -4587628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -4587634.500000 Penalty: 3407.044678
	Iteration 58Q: 3 clusters Score -4587634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -4587632.500000 Penalty: 3407.044678
	Iteration 59Q: 3 clusters Score -4587632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -4587634.000000 Penalty: 3407.044678
	Iteration 60F: 3 clusters Score -4587634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4587630.000000 Penalty: 3407.044678
	Iteration 61Q: 3 clusters Score -4587630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4587630.000000 Penalty: 3407.044678
	Iteration 62F: 3 clusters Score -4587630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -8234.651367 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -8234.651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7594.606934 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -7594.607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7804.829590 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -7804.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7911.083984 Penalty: 1742.420044
	Iteration 2F: 3 clusters Score -7911.084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7963.666504 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -7963.667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7974.055664 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -7974.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7974.055664 Penalty: 1742.420044
	Iteration 5F: 3 clusters Score -7974.056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -582972.875000 Penalty: 1372.111328
	Iteration 0F: 2 clusters Score -582972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -579218.312500 Penalty: 2744.222656
	Iteration 0F: 3 clusters Score -579218.3 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -580233.375000 Penalty: 2744.222656
	Iteration 1F: 3 clusters Score -580233.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -580428.687500 Penalty: 2744.222656
	Iteration 2F: 3 clusters Score -580428.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -580584.312500 Penalty: 2744.222656
	Iteration 3F: 3 clusters Score -580584.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -580715.687500 Penalty: 2744.222656
	Iteration 4Q: 3 clusters Score -580715.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -580843.500000 Penalty: 2744.222656
	Iteration 5Q: 3 clusters Score -580843.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -580974.625000 Penalty: 2744.222656
	Iteration 6Q: 3 clusters Score -580974.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -581101.812500 Penalty: 2744.222656
	Iteration 7Q: 3 clusters Score -581101.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -581235.125000 Penalty: 2744.222656
	Iteration 8Q: 3 clusters Score -581235.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -581351.312500 Penalty: 2744.222656
	Iteration 9Q: 3 clusters Score -581351.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -581449.000000 Penalty: 2744.222656
	Iteration 10Q: 3 clusters Score -581449 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -581534.000000 Penalty: 2744.222656
	Iteration 11Q: 3 clusters Score -581534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -581603.312500 Penalty: 2744.222656
	Iteration 12Q: 3 clusters Score -581603.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -581652.437500 Penalty: 2744.222656
	Iteration 13Q: 3 clusters Score -581652.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -581694.062500 Penalty: 2744.222656
	Iteration 14Q: 3 clusters Score -581694.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -581728.375000 Penalty: 2744.222656
	Iteration 15Q: 3 clusters Score -581728.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -581743.937500 Penalty: 2744.222656
	Iteration 16Q: 3 clusters Score -581743.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -581757.125000 Penalty: 2744.222656
	Iteration 17Q: 3 clusters Score -581757.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -581769.625000 Penalty: 2744.222656
	Iteration 18Q: 3 clusters Score -581769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -581773.250000 Penalty: 2744.222656
	Iteration 19Q: 3 clusters Score -581773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -581778.875000 Penalty: 2744.222656
	Iteration 20F: 3 clusters Score -581778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -581782.500000 Penalty: 2744.222656
	Iteration 21Q: 3 clusters Score -581782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -581782.375000 Penalty: 2744.222656
	Iteration 22Q: 3 clusters Score -581782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -581782.375000 Penalty: 2744.222656
	Iteration 23F: 3 clusters Score -581782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Entering Unmasked Estep 
Score: -14136230.000000 Penalty: 1885.202759
	Iteration 0F: 2 clusters Score -1.413623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -14071228.000000 Penalty: 3770.405518
	Iteration 0F: 3 clusters Score -1.407123e+07 nChanged 52484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -14102552.000000 Penalty: 3770.405518
	Iteration 1F: 3 clusters Score -1.410255e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -14104242.000000 Penalty: 3770.405518
	Iteration 2Q: 3 clusters Score -1.410424e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -14106810.000000 Penalty: 3770.405518
	Iteration 3F: 3 clusters Score -1.410681e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -14110673.000000 Penalty: 3770.405518
	Iteration 4F: 3 clusters Score -1.411067e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 74873 members 
Entering Unmasked Estep 
Score: -14115406.000000 Penalty: 3770.405518
	Iteration 5F: 3 clusters Score -1.411541e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -14120128.000000 Penalty: 3770.405518
	Iteration 6F: 3 clusters Score -1.412013e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -14123831.000000 Penalty: 3770.405518
	Iteration 7F: 3 clusters Score -1.412383e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -14126887.000000 Penalty: 3770.405518
	Iteration 8F: 3 clusters Score -1.412689e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 95180 members 
Entering Unmasked Estep 
Score: -14129167.000000 Penalty: 3770.405518
	Iteration 9Q: 3 clusters Score -1.412917e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -14130868.000000 Penalty: 3770.405518
	Iteration 10Q: 3 clusters Score -1.413087e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -14132398.000000 Penalty: 3770.405518
	Iteration 11Q: 3 clusters Score -1.41324e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -14133527.000000 Penalty: 3770.405518
	Iteration 12Q: 3 clusters Score -1.413353e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
Score: -14134030.000000 Penalty: 3770.405518
	Iteration 13Q: 3 clusters Score -1.413403e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -14134301.000000 Penalty: 3770.405518
	Iteration 14Q: 3 clusters Score -1.41343e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -14134473.000000 Penalty: 3770.405518
	Iteration 15Q: 3 clusters Score -1.413447e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 107345 members 
Entering Unmasked Estep 
Score: -14134606.000000 Penalty: 3770.405518
	Iteration 16Q: 3 clusters Score -1.413461e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -14134644.000000 Penalty: 3770.405518
	Iteration 17Q: 3 clusters Score -1.413464e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 107935 members 
Entering Unmasked Estep 
Score: -14134711.000000 Penalty: 3770.405518
	Iteration 18Q: 3 clusters Score -1.413471e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -14134735.000000 Penalty: 3770.405518
	Iteration 19Q: 3 clusters Score -1.413474e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 108198 members 
Entering Unmasked Estep 
Score: -14134786.000000 Penalty: 3770.405518
	Iteration 20F: 3 clusters Score -1.413479e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -14134768.000000 Penalty: 3770.405518
	Iteration 21Q: 3 clusters Score -1.413477e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -14134791.000000 Penalty: 3770.405518
	Iteration 22Q: 3 clusters Score -1.413479e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -14134777.000000 Penalty: 3770.405518
	Iteration 23Q: 3 clusters Score -1.413478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -14134774.000000 Penalty: 3770.405518
	Iteration 24Q: 3 clusters Score -1.413477e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 108479 members 
Entering Unmasked Estep 
Score: -14134799.000000 Penalty: 3770.405518
	Iteration 25Q: 3 clusters Score -1.41348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 108504 members 
Entering Unmasked Estep 
Score: -14134792.000000 Penalty: 3770.405518
	Iteration 26Q: 3 clusters Score -1.413479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -14134774.000000 Penalty: 3770.405518
	Iteration 27Q: 3 clusters Score -1.413477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -14134784.000000 Penalty: 3770.405518
	Iteration 28Q: 3 clusters Score -1.413478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -14134789.000000 Penalty: 3770.405518
	Iteration 29Q: 3 clusters Score -1.413479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 108565 members 
Entering Unmasked Estep 
Score: -14134807.000000 Penalty: 3770.405518
	Iteration 30Q: 3 clusters Score -1.413481e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 108574 members 
Entering Unmasked Estep 
Score: -14134813.000000 Penalty: 3770.405518
	Iteration 31Q: 3 clusters Score -1.413481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -14134808.000000 Penalty: 3770.405518
	Iteration 32Q: 3 clusters Score -1.413481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -14134826.000000 Penalty: 3770.405518
	Iteration 33Q: 3 clusters Score -1.413483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 108595 members 
Entering Unmasked Estep 
Score: -14134812.000000 Penalty: 3770.405518
	Iteration 34Q: 3 clusters Score -1.413481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 108604 members 
Entering Unmasked Estep 
Score: -14134827.000000 Penalty: 3770.405518
	Iteration 35Q: 3 clusters Score -1.413483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -14134851.000000 Penalty: 3770.405518
	Iteration 36Q: 3 clusters Score -1.413485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -14134847.000000 Penalty: 3770.405518
	Iteration 37Q: 3 clusters Score -1.413485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 108636 members 
Entering Unmasked Estep 
Score: -14134846.000000 Penalty: 3770.405518
	Iteration 38Q: 3 clusters Score -1.413485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -14134840.000000 Penalty: 3770.405518
	Iteration 39Q: 3 clusters Score -1.413484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -14134844.000000 Penalty: 3770.405518
	Iteration 40F: 3 clusters Score -1.413484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 108643 members 
Entering Unmasked Estep 
Score: -14134855.000000 Penalty: 3770.405518
	Iteration 41Q: 3 clusters Score -1.413486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 108644 members 
Entering Unmasked Estep 
Score: -14134841.000000 Penalty: 3770.405518
	Iteration 42Q: 3 clusters Score -1.413484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -14134838.000000 Penalty: 3770.405518
	Iteration 43Q: 3 clusters Score -1.413484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -14134856.000000 Penalty: 3770.405518
	Iteration 44Q: 3 clusters Score -1.413486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -14134851.000000 Penalty: 3770.405518
	Iteration 45Q: 3 clusters Score -1.413485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -14134851.000000 Penalty: 3770.405518
	Iteration 46F: 3 clusters Score -1.413485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Entering Unmasked Estep 
Score: -942418.062500 Penalty: 1444.512573
	Iteration 0F: 2 clusters Score -942418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -937014.937500 Penalty: 2889.025146
	Iteration 0F: 3 clusters Score -937014.9 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -938683.687500 Penalty: 2889.025146
	Iteration 1F: 3 clusters Score -938683.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -938867.562500 Penalty: 2889.025146
	Iteration 2F: 3 clusters Score -938867.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -938986.875000 Penalty: 2889.025146
	Iteration 3Q: 3 clusters Score -938986.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -939064.437500 Penalty: 2889.025146
	Iteration 4Q: 3 clusters Score -939064.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -939124.187500 Penalty: 2889.025146
	Iteration 5Q: 3 clusters Score -939124.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -939186.562500 Penalty: 2889.025146
	Iteration 6Q: 3 clusters Score -939186.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -939249.812500 Penalty: 2889.025146
	Iteration 7Q: 3 clusters Score -939249.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -939324.812500 Penalty: 2889.025146
	Iteration 8Q: 3 clusters Score -939324.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -939404.937500 Penalty: 2889.025146
	Iteration 9Q: 3 clusters Score -939404.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -939501.625000 Penalty: 2889.025146
	Iteration 10Q: 3 clusters Score -939501.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -939639.875000 Penalty: 2889.025146
	Iteration 11Q: 3 clusters Score -939639.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -939814.000000 Penalty: 2889.025146
	Iteration 12Q: 3 clusters Score -939814 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -940016.437500 Penalty: 2889.025146
	Iteration 13Q: 3 clusters Score -940016.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -940236.125000 Penalty: 2889.025146
	Iteration 14Q: 3 clusters Score -940236.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -940440.125000 Penalty: 2889.025146
	Iteration 15Q: 3 clusters Score -940440.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -940632.750000 Penalty: 2889.025146
	Iteration 16Q: 3 clusters Score -940632.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -940784.250000 Penalty: 2889.025146
	Iteration 17Q: 3 clusters Score -940784.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -940905.437500 Penalty: 2889.025146
	Iteration 18Q: 3 clusters Score -940905.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -940989.500000 Penalty: 2889.025146
	Iteration 19Q: 3 clusters Score -940989.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -941043.625000 Penalty: 2889.025146
	Iteration 20F: 3 clusters Score -941043.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -941084.750000 Penalty: 2889.025146
	Iteration 21Q: 3 clusters Score -941084.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -941111.875000 Penalty: 2889.025146
	Iteration 22Q: 3 clusters Score -941111.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -941132.062500 Penalty: 2889.025146
	Iteration 23Q: 3 clusters Score -941132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -941135.937500 Penalty: 2889.025146
	Iteration 24Q: 3 clusters Score -941135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -941137.500000 Penalty: 2889.025146
	Iteration 25Q: 3 clusters Score -941137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -941141.937500 Penalty: 2889.025146
	Iteration 26Q: 3 clusters Score -941141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -941146.625000 Penalty: 2889.025146
	Iteration 27Q: 3 clusters Score -941146.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -941148.687500 Penalty: 2889.025146
	Iteration 28Q: 3 clusters Score -941148.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -941148.687500 Penalty: 2889.025146
	Iteration 29F: 3 clusters Score -941148.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45729.332031 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -45729.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44875.136719 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -44875.14 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45125.843750 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -45125.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45207.937500 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -45207.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45283.621094 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -45283.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45348.468750 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -45348.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45371.406250 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -45371.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45395.246094 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -45395.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45409.027344 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -45409.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45413.597656 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -45413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45416.078125 Penalty: 1962.307983
	Iteration 9Q: 3 clusters Score -45416.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45419.312500 Penalty: 1962.307983
	Iteration 10F: 3 clusters Score -45419.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45451.300781 Penalty: 1962.307983
	Iteration 11Q: 3 clusters Score -45451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45461.121094 Penalty: 1962.307983
	Iteration 12Q: 3 clusters Score -45461.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45471.570312 Penalty: 1962.307983
	Iteration 13Q: 3 clusters Score -45471.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45472.781250 Penalty: 1962.307983
	Iteration 14Q: 3 clusters Score -45472.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45474.484375 Penalty: 1962.307983
	Iteration 15Q: 3 clusters Score -45474.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45474.484375 Penalty: 1962.307983
	Iteration 16F: 3 clusters Score -45474.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115963 members 
Entering Unmasked Estep 
Score: -14811176.000000 Penalty: 1894.916748
	Iteration 0F: 2 clusters Score -1.481118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -14740347.000000 Penalty: 3789.833496
	Iteration 0F: 3 clusters Score -1.474035e+07 nChanged 55466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -14772644.000000 Penalty: 3789.833496
	Iteration 1F: 3 clusters Score -1.477264e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -14773601.000000 Penalty: 3789.833496
	Iteration 2Q: 3 clusters Score -1.47736e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -14775376.000000 Penalty: 3789.833496
	Iteration 3Q: 3 clusters Score -1.477538e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -14777921.000000 Penalty: 3789.833496
	Iteration 4Q: 3 clusters Score -1.477792e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -14781963.000000 Penalty: 3789.833496
	Iteration 5F: 3 clusters Score -1.478196e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -14787819.000000 Penalty: 3789.833496
	Iteration 6F: 3 clusters Score -1.478782e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -14794977.000000 Penalty: 3789.833496
	Iteration 7F: 3 clusters Score -1.479498e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 89128 members 
Entering Unmasked Estep 
Score: -14801536.000000 Penalty: 3789.833496
	Iteration 8F: 3 clusters Score -1.480154e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -14806234.000000 Penalty: 3789.833496
	Iteration 9Q: 3 clusters Score -1.480623e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -14808819.000000 Penalty: 3789.833496
	Iteration 10Q: 3 clusters Score -1.480882e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -14810094.000000 Penalty: 3789.833496
	Iteration 11Q: 3 clusters Score -1.481009e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -14810904.000000 Penalty: 3789.833496
	Iteration 12Q: 3 clusters Score -1.48109e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -14811393.000000 Penalty: 3789.833496
	Iteration 13Q: 3 clusters Score -1.481139e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -14811664.000000 Penalty: 3789.833496
	Iteration 14Q: 3 clusters Score -1.481166e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 104396 members 
Entering Unmasked Estep 
Score: -14811759.000000 Penalty: 3789.833496
	Iteration 15Q: 3 clusters Score -1.481176e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -14812022.000000 Penalty: 3789.833496
	Iteration 16Q: 3 clusters Score -1.481202e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -14812265.000000 Penalty: 3789.833496
	Iteration 17Q: 3 clusters Score -1.481226e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
Score: -14812522.000000 Penalty: 3789.833496
	Iteration 18Q: 3 clusters Score -1.481252e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 109161 members 
Entering Unmasked Estep 
Score: -14812547.000000 Penalty: 3789.833496
	Iteration 19Q: 3 clusters Score -1.481255e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 110204 members 
Entering Unmasked Estep 
Score: -14812507.000000 Penalty: 3789.833496
	Iteration 20F: 3 clusters Score -1.481251e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -14812407.000000 Penalty: 3789.833496
	Iteration 21Q: 3 clusters Score -1.481241e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -14812289.000000 Penalty: 3789.833496
	Iteration 22Q: 3 clusters Score -1.481229e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 112632 members 
Entering Unmasked Estep 
Score: -14812026.000000 Penalty: 3789.833496
	Iteration 23Q: 3 clusters Score -1.481203e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 113150 members 
Entering Unmasked Estep 
Score: -14811942.000000 Penalty: 3789.833496
	Iteration 24Q: 3 clusters Score -1.481194e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -14811701.000000 Penalty: 3789.833496
	Iteration 25Q: 3 clusters Score -1.48117e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -14811537.000000 Penalty: 3789.833496
	Iteration 26Q: 3 clusters Score -1.481154e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -14811399.000000 Penalty: 3789.833496
	Iteration 27Q: 3 clusters Score -1.48114e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 114221 members 
Entering Unmasked Estep 
Score: -14811295.000000 Penalty: 3789.833496
	Iteration 28Q: 3 clusters Score -1.48113e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -14811191.000000 Penalty: 3789.833496
	Iteration 29Q: 3 clusters Score -1.481119e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -14811143.000000 Penalty: 3789.833496
	Iteration 30Q: 3 clusters Score -1.481114e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -14811099.000000 Penalty: 3789.833496
	Iteration 31Q: 3 clusters Score -1.48111e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 114545 members 
Entering Unmasked Estep 
Score: -14811055.000000 Penalty: 3789.833496
	Iteration 32Q: 3 clusters Score -1.481106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 114577 members 
Entering Unmasked Estep 
Score: -14811027.000000 Penalty: 3789.833496
	Iteration 33Q: 3 clusters Score -1.481103e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -14811021.000000 Penalty: 3789.833496
	Iteration 34Q: 3 clusters Score -1.481102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 114619 members 
Entering Unmasked Estep 
Score: -14811010.000000 Penalty: 3789.833496
	Iteration 35Q: 3 clusters Score -1.481101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 114631 members 
Entering Unmasked Estep 
Score: -14811002.000000 Penalty: 3789.833496
	Iteration 36Q: 3 clusters Score -1.4811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 114643 members 
Entering Unmasked Estep 
Score: -14811005.000000 Penalty: 3789.833496
	Iteration 37Q: 3 clusters Score -1.4811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 114653 members 
Entering Unmasked Estep 
Score: -14810997.000000 Penalty: 3789.833496
	Iteration 38Q: 3 clusters Score -1.4811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -14810997.000000 Penalty: 3789.833496
	Iteration 39Q: 3 clusters Score -1.4811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 114667 members 
Entering Unmasked Estep 
Score: -14810994.000000 Penalty: 3789.833496
	Iteration 40F: 3 clusters Score -1.481099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 114677 members 
Entering Unmasked Estep 
Score: -14810987.000000 Penalty: 3789.833496
	Iteration 41Q: 3 clusters Score -1.481099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 114681 members 
Entering Unmasked Estep 
Score: -14810994.000000 Penalty: 3789.833496
	Iteration 42Q: 3 clusters Score -1.481099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -14810994.000000 Penalty: 3789.833496
	Iteration 43Q: 3 clusters Score -1.481099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 114684 members 
Entering Unmasked Estep 
Score: -14810994.000000 Penalty: 3789.833496
	Iteration 44Q: 3 clusters Score -1.481099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 114686 members 
Entering Unmasked Estep 
Score: -14810989.000000 Penalty: 3789.833496
	Iteration 45Q: 3 clusters Score -1.481099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -14810989.000000 Penalty: 3789.833496
	Iteration 46Q: 3 clusters Score -1.481099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 114688 members 
Entering Unmasked Estep 
Score: -14810986.000000 Penalty: 3789.833496
	Iteration 47Q: 3 clusters Score -1.481099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 114689 members 
Entering Unmasked Estep 
Score: -14810979.000000 Penalty: 3789.833496
	Iteration 48Q: 3 clusters Score -1.481098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 114692 members 
Entering Unmasked Estep 
Score: -14810979.000000 Penalty: 3789.833496
	Iteration 49Q: 3 clusters Score -1.481098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 114694 members 
Entering Unmasked Estep 
Score: -14810987.000000 Penalty: 3789.833496
	Iteration 50Q: 3 clusters Score -1.481099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 114696 members 
Entering Unmasked Estep 
Score: -14810987.000000 Penalty: 3789.833496
	Iteration 51Q: 3 clusters Score -1.481099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 114697 members 
Entering Unmasked Estep 
Score: -14810983.000000 Penalty: 3789.833496
	Iteration 52Q: 3 clusters Score -1.481098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 114698 members 
Entering Unmasked Estep 
Score: -14810973.000000 Penalty: 3789.833496
	Iteration 53Q: 3 clusters Score -1.481097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 114700 members 
Entering Unmasked Estep 
Score: -14810975.000000 Penalty: 3789.833496
	Iteration 54Q: 3 clusters Score -1.481098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 114702 members 
Entering Unmasked Estep 
Score: -14810972.000000 Penalty: 3789.833496
	Iteration 55Q: 3 clusters Score -1.481097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -14810968.000000 Penalty: 3789.833496
	Iteration 56Q: 3 clusters Score -1.481097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -14810972.000000 Penalty: 3789.833496
	Iteration 57Q: 3 clusters Score -1.481097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -14810972.000000 Penalty: 3789.833496
	Iteration 58F: 3 clusters Score -1.481097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Entering Unmasked Estep 
Score: -2395186.750000 Penalty: 1601.672852
	Iteration 0F: 2 clusters Score -2395187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2382108.000000 Penalty: 3203.345703
	Iteration 0F: 3 clusters Score -2382108 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2386679.000000 Penalty: 3203.345703
	Iteration 1F: 3 clusters Score -2386679 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2386947.250000 Penalty: 3203.345703
	Iteration 2Q: 3 clusters Score -2386947 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2387190.000000 Penalty: 3203.345703
	Iteration 3Q: 3 clusters Score -2387190 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2387416.750000 Penalty: 3203.345703
	Iteration 4Q: 3 clusters Score -2387417 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2387643.750000 Penalty: 3203.345703
	Iteration 5Q: 3 clusters Score -2387644 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2387916.750000 Penalty: 3203.345703
	Iteration 6Q: 3 clusters Score -2387917 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2388245.500000 Penalty: 3203.345703
	Iteration 7Q: 3 clusters Score -2388246 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2388698.500000 Penalty: 3203.345703
	Iteration 8Q: 3 clusters Score -2388698 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2389260.250000 Penalty: 3203.345703
	Iteration 9F: 3 clusters Score -2389260 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2389890.250000 Penalty: 3203.345703
	Iteration 10F: 3 clusters Score -2389890 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2390563.250000 Penalty: 3203.345703
	Iteration 11F: 3 clusters Score -2390563 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2391247.500000 Penalty: 3203.345703
	Iteration 12Q: 3 clusters Score -2391248 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2391915.000000 Penalty: 3203.345703
	Iteration 13Q: 3 clusters Score -2391915 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2392528.250000 Penalty: 3203.345703
	Iteration 14Q: 3 clusters Score -2392528 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2392985.250000 Penalty: 3203.345703
	Iteration 15Q: 3 clusters Score -2392985 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2393323.500000 Penalty: 3203.345703
	Iteration 16Q: 3 clusters Score -2393324 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2393528.500000 Penalty: 3203.345703
	Iteration 17Q: 3 clusters Score -2393528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2393630.000000 Penalty: 3203.345703
	Iteration 18Q: 3 clusters Score -2393630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2393693.000000 Penalty: 3203.345703
	Iteration 19Q: 3 clusters Score -2393693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2393722.500000 Penalty: 3203.345703
	Iteration 20F: 3 clusters Score -2393722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2393734.750000 Penalty: 3203.345703
	Iteration 21Q: 3 clusters Score -2393735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2393750.500000 Penalty: 3203.345703
	Iteration 22Q: 3 clusters Score -2393750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2393758.250000 Penalty: 3203.345703
	Iteration 23Q: 3 clusters Score -2393758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2393765.000000 Penalty: 3203.345703
	Iteration 24Q: 3 clusters Score -2393765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2393769.250000 Penalty: 3203.345703
	Iteration 25Q: 3 clusters Score -2393769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2393771.250000 Penalty: 3203.345703
	Iteration 26Q: 3 clusters Score -2393771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2393778.000000 Penalty: 3203.345703
	Iteration 27Q: 3 clusters Score -2393778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2393781.000000 Penalty: 3203.345703
	Iteration 28Q: 3 clusters Score -2393781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2393781.000000 Penalty: 3203.345703
	Iteration 29F: 3 clusters Score -2393781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -59052.164062 Penalty: 1026.245728
	Iteration 0F: 2 clusters Score -59052.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57959.925781 Penalty: 2052.491455
	Iteration 0F: 3 clusters Score -57959.93 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58152.214844 Penalty: 2052.491455
	Iteration 1F: 3 clusters Score -58152.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58203.339844 Penalty: 2052.491455
	Iteration 2F: 3 clusters Score -58203.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58237.855469 Penalty: 2052.491455
	Iteration 3Q: 3 clusters Score -58237.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58260.781250 Penalty: 2052.491455
	Iteration 4Q: 3 clusters Score -58260.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58268.515625 Penalty: 2052.491455
	Iteration 5Q: 3 clusters Score -58268.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58272.753906 Penalty: 2052.491455
	Iteration 6Q: 3 clusters Score -58272.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58272.753906 Penalty: 2052.491455
	Iteration 7F: 3 clusters Score -58272.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -52847.574219 Penalty: 941.364685
	Iteration 0F: 2 clusters Score -52847.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51923.570312 Penalty: 1882.729370
	Iteration 0F: 3 clusters Score -51923.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52045.015625 Penalty: 1882.729370
	Iteration 1F: 3 clusters Score -52045.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52077.875000 Penalty: 1882.729370
	Iteration 2Q: 3 clusters Score -52077.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52091.863281 Penalty: 1882.729370
	Iteration 3Q: 3 clusters Score -52091.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52099.730469 Penalty: 1882.729370
	Iteration 4Q: 3 clusters Score -52099.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52102.125000 Penalty: 1882.729370
	Iteration 5Q: 3 clusters Score -52102.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52102.125000 Penalty: 1882.729370
	Iteration 6F: 3 clusters Score -52102.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -35056.484375 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -35056.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34169.449219 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -34169.45 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34351.875000 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -34351.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34475.003906 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -34475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34542.175781 Penalty: 1944.779297
	Iteration 3F: 3 clusters Score -34542.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34580.222656 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -34580.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34602.554688 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -34602.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34638.128906 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -34638.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34661.062500 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -34661.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34668.019531 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -34668.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34673.179688 Penalty: 1944.779297
	Iteration 9Q: 3 clusters Score -34673.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34680.101562 Penalty: 1944.779297
	Iteration 10Q: 3 clusters Score -34680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34684.433594 Penalty: 1944.779297
	Iteration 11Q: 3 clusters Score -34684.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34686.777344 Penalty: 1944.779297
	Iteration 12Q: 3 clusters Score -34686.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34686.777344 Penalty: 1944.779297
	Iteration 13F: 3 clusters Score -34686.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -31797.183594 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -31797.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30952.533203 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -30952.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31074.550781 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -31074.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31105.044922 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -31105.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31155.160156 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -31155.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31179.865234 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -31179.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31190.820312 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -31190.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31199.880859 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -31199.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31222.355469 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -31222.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31270.126953 Penalty: 1883.718750
	Iteration 8Q: 3 clusters Score -31270.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31279.976562 Penalty: 1883.718750
	Iteration 9Q: 3 clusters Score -31279.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31280.900391 Penalty: 1883.718750
	Iteration 10Q: 3 clusters Score -31280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31281.996094 Penalty: 1883.718750
	Iteration 11Q: 3 clusters Score -31282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31294.335938 Penalty: 1883.718750
	Iteration 12Q: 3 clusters Score -31294.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31295.451172 Penalty: 1883.718750
	Iteration 13F: 3 clusters Score -31295.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31320.935547 Penalty: 1883.718750
	Iteration 14Q: 3 clusters Score -31320.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31345.281250 Penalty: 1883.718750
	Iteration 15Q: 3 clusters Score -31345.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31346.326172 Penalty: 1883.718750
	Iteration 16Q: 3 clusters Score -31346.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31346.326172 Penalty: 1883.718750
	Iteration 17F: 3 clusters Score -31346.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Entering Unmasked Estep 
Score: -4955909.000000 Penalty: 1715.700073
	Iteration 0F: 2 clusters Score -4955909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4930100.500000 Penalty: 3431.400146
	Iteration 0F: 3 clusters Score -4930100 nChanged 17857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4940269.000000 Penalty: 3431.400146
	Iteration 1F: 3 clusters Score -4940269 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4940746.500000 Penalty: 3431.400146
	Iteration 2Q: 3 clusters Score -4940746 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4941207.500000 Penalty: 3431.400146
	Iteration 3Q: 3 clusters Score -4941208 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4941716.500000 Penalty: 3431.400146
	Iteration 4Q: 3 clusters Score -4941716 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4942382.500000 Penalty: 3431.400146
	Iteration 5Q: 3 clusters Score -4942382 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4943305.500000 Penalty: 3431.400146
	Iteration 6Q: 3 clusters Score -4943306 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4944724.500000 Penalty: 3431.400146
	Iteration 7F: 3 clusters Score -4944724 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4946746.000000 Penalty: 3431.400146
	Iteration 8F: 3 clusters Score -4946746 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -4948971.000000 Penalty: 3431.400146
	Iteration 9F: 3 clusters Score -4948971 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -4950509.000000 Penalty: 3431.400146
	Iteration 10F: 3 clusters Score -4950509 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4951166.000000 Penalty: 3431.400146
	Iteration 11Q: 3 clusters Score -4951166 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4951509.500000 Penalty: 3431.400146
	Iteration 12Q: 3 clusters Score -4951510 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4951701.000000 Penalty: 3431.400146
	Iteration 13Q: 3 clusters Score -4951701 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4951892.500000 Penalty: 3431.400146
	Iteration 14Q: 3 clusters Score -4951892 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4952058.500000 Penalty: 3431.400146
	Iteration 15Q: 3 clusters Score -4952058 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4952184.500000 Penalty: 3431.400146
	Iteration 16Q: 3 clusters Score -4952184 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4952348.500000 Penalty: 3431.400146
	Iteration 17Q: 3 clusters Score -4952348 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4952504.000000 Penalty: 3431.400146
	Iteration 18Q: 3 clusters Score -4952504 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4952639.000000 Penalty: 3431.400146
	Iteration 19Q: 3 clusters Score -4952639 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4952757.000000 Penalty: 3431.400146
	Iteration 20F: 3 clusters Score -4952757 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4952874.500000 Penalty: 3431.400146
	Iteration 21Q: 3 clusters Score -4952874 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4952984.000000 Penalty: 3431.400146
	Iteration 22Q: 3 clusters Score -4952984 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4953089.500000 Penalty: 3431.400146
	Iteration 23Q: 3 clusters Score -4953090 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4953187.000000 Penalty: 3431.400146
	Iteration 24Q: 3 clusters Score -4953187 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -4953297.500000 Penalty: 3431.400146
	Iteration 25Q: 3 clusters Score -4953298 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -4953405.500000 Penalty: 3431.400146
	Iteration 26Q: 3 clusters Score -4953406 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4953523.500000 Penalty: 3431.400146
	Iteration 27Q: 3 clusters Score -4953524 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -4953645.500000 Penalty: 3431.400146
	Iteration 28Q: 3 clusters Score -4953646 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -4953722.000000 Penalty: 3431.400146
	Iteration 29Q: 3 clusters Score -4953722 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4953829.500000 Penalty: 3431.400146
	Iteration 30Q: 3 clusters Score -4953830 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -4953943.000000 Penalty: 3431.400146
	Iteration 31Q: 3 clusters Score -4953943 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4954032.000000 Penalty: 3431.400146
	Iteration 32Q: 3 clusters Score -4954032 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4954098.000000 Penalty: 3431.400146
	Iteration 33Q: 3 clusters Score -4954098 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4954153.500000 Penalty: 3431.400146
	Iteration 34Q: 3 clusters Score -4954154 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -4954206.000000 Penalty: 3431.400146
	Iteration 35Q: 3 clusters Score -4954206 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4954247.500000 Penalty: 3431.400146
	Iteration 36Q: 3 clusters Score -4954248 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4954336.500000 Penalty: 3431.400146
	Iteration 37Q: 3 clusters Score -4954336 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4954394.000000 Penalty: 3431.400146
	Iteration 38Q: 3 clusters Score -4954394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4954443.500000 Penalty: 3431.400146
	Iteration 39Q: 3 clusters Score -4954444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -4954493.500000 Penalty: 3431.400146
	Iteration 40F: 3 clusters Score -4954494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4954510.000000 Penalty: 3431.400146
	Iteration 41Q: 3 clusters Score -4954510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4954541.000000 Penalty: 3431.400146
	Iteration 42Q: 3 clusters Score -4954541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -4954565.500000 Penalty: 3431.400146
	Iteration 43Q: 3 clusters Score -4954566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -4954578.000000 Penalty: 3431.400146
	Iteration 44Q: 3 clusters Score -4954578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -4954592.000000 Penalty: 3431.400146
	Iteration 45Q: 3 clusters Score -4954592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -4954594.500000 Penalty: 3431.400146
	Iteration 46Q: 3 clusters Score -4954594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -4954600.500000 Penalty: 3431.400146
	Iteration 47Q: 3 clusters Score -4954600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -4954613.500000 Penalty: 3431.400146
	Iteration 48Q: 3 clusters Score -4954614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4954628.000000 Penalty: 3431.400146
	Iteration 49Q: 3 clusters Score -4954628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4954637.000000 Penalty: 3431.400146
	Iteration 50Q: 3 clusters Score -4954637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4954639.000000 Penalty: 3431.400146
	Iteration 51Q: 3 clusters Score -4954639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4954662.000000 Penalty: 3431.400146
	Iteration 52Q: 3 clusters Score -4954662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4954660.500000 Penalty: 3431.400146
	Iteration 53Q: 3 clusters Score -4954660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4954667.500000 Penalty: 3431.400146
	Iteration 54Q: 3 clusters Score -4954668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -4954669.000000 Penalty: 3431.400146
	Iteration 55Q: 3 clusters Score -4954669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4954667.000000 Penalty: 3431.400146
	Iteration 56Q: 3 clusters Score -4954667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4954667.000000 Penalty: 3431.400146
	Iteration 57Q: 3 clusters Score -4954667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4954673.500000 Penalty: 3431.400146
	Iteration 58Q: 3 clusters Score -4954674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4954675.000000 Penalty: 3431.400146
	Iteration 59Q: 3 clusters Score -4954675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4954677.000000 Penalty: 3431.400146
	Iteration 60F: 3 clusters Score -4954677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -4954680.500000 Penalty: 3431.400146
	Iteration 61Q: 3 clusters Score -4954680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4954679.500000 Penalty: 3431.400146
	Iteration 62Q: 3 clusters Score -4954680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4954681.500000 Penalty: 3431.400146
	Iteration 63Q: 3 clusters Score -4954682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4954684.000000 Penalty: 3431.400146
	Iteration 64Q: 3 clusters Score -4954684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4954684.500000 Penalty: 3431.400146
	Iteration 65Q: 3 clusters Score -4954684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4954688.000000 Penalty: 3431.400146
	Iteration 66Q: 3 clusters Score -4954688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4954688.000000 Penalty: 3431.400146
	Iteration 67Q: 3 clusters Score -4954688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4954685.000000 Penalty: 3431.400146
	Iteration 68Q: 3 clusters Score -4954685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4954683.500000 Penalty: 3431.400146
	Iteration 69Q: 3 clusters Score -4954684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4954682.000000 Penalty: 3431.400146
	Iteration 70Q: 3 clusters Score -4954682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4954680.000000 Penalty: 3431.400146
	Iteration 71Q: 3 clusters Score -4954680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4954687.000000 Penalty: 3431.400146
	Iteration 72Q: 3 clusters Score -4954687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4954683.500000 Penalty: 3431.400146
	Iteration 73Q: 3 clusters Score -4954684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4954683.000000 Penalty: 3431.400146
	Iteration 74Q: 3 clusters Score -4954683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4954683.000000 Penalty: 3431.400146
	Iteration 75F: 3 clusters Score -4954683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112518 members 
Entering Unmasked Estep 
Score: -14307469.000000 Penalty: 1890.016235
	Iteration 0F: 2 clusters Score -1.430747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -14234375.000000 Penalty: 3780.032471
	Iteration 0F: 3 clusters Score -1.423438e+07 nChanged 54127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -14265881.000000 Penalty: 3780.032471
	Iteration 1F: 3 clusters Score -1.426588e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -14267179.000000 Penalty: 3780.032471
	Iteration 2Q: 3 clusters Score -1.426718e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -14269201.000000 Penalty: 3780.032471
	Iteration 3Q: 3 clusters Score -1.42692e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -14271841.000000 Penalty: 3780.032471
	Iteration 4Q: 3 clusters Score -1.427184e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -14275713.000000 Penalty: 3780.032471
	Iteration 5F: 3 clusters Score -1.427571e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -14280675.000000 Penalty: 3780.032471
	Iteration 6F: 3 clusters Score -1.428068e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -14286444.000000 Penalty: 3780.032471
	Iteration 7F: 3 clusters Score -1.428644e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -14291113.000000 Penalty: 3780.032471
	Iteration 8F: 3 clusters Score -1.429111e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -14293494.000000 Penalty: 3780.032471
	Iteration 9Q: 3 clusters Score -1.429349e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -14294497.000000 Penalty: 3780.032471
	Iteration 10Q: 3 clusters Score -1.42945e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -14295055.000000 Penalty: 3780.032471
	Iteration 11Q: 3 clusters Score -1.429506e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -14295503.000000 Penalty: 3780.032471
	Iteration 12Q: 3 clusters Score -1.42955e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -14295869.000000 Penalty: 3780.032471
	Iteration 13Q: 3 clusters Score -1.429587e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -14296132.000000 Penalty: 3780.032471
	Iteration 14Q: 3 clusters Score -1.429613e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -14296367.000000 Penalty: 3780.032471
	Iteration 15Q: 3 clusters Score -1.429637e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -14296676.000000 Penalty: 3780.032471
	Iteration 16Q: 3 clusters Score -1.429668e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -14296856.000000 Penalty: 3780.032471
	Iteration 17Q: 3 clusters Score -1.429686e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -14297067.000000 Penalty: 3780.032471
	Iteration 18Q: 3 clusters Score -1.429707e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -14297203.000000 Penalty: 3780.032471
	Iteration 19Q: 3 clusters Score -1.42972e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -14297437.000000 Penalty: 3780.032471
	Iteration 20F: 3 clusters Score -1.429744e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -14297605.000000 Penalty: 3780.032471
	Iteration 21Q: 3 clusters Score -1.42976e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -14297825.000000 Penalty: 3780.032471
	Iteration 22Q: 3 clusters Score -1.429782e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -14298030.000000 Penalty: 3780.032471
	Iteration 23Q: 3 clusters Score -1.429803e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -14298277.000000 Penalty: 3780.032471
	Iteration 24Q: 3 clusters Score -1.429828e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -14298514.000000 Penalty: 3780.032471
	Iteration 25Q: 3 clusters Score -1.429851e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -14298815.000000 Penalty: 3780.032471
	Iteration 26Q: 3 clusters Score -1.429882e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -14299197.000000 Penalty: 3780.032471
	Iteration 27Q: 3 clusters Score -1.42992e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -14299693.000000 Penalty: 3780.032471
	Iteration 28Q: 3 clusters Score -1.429969e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -14300198.000000 Penalty: 3780.032471
	Iteration 29Q: 3 clusters Score -1.43002e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -14300616.000000 Penalty: 3780.032471
	Iteration 30Q: 3 clusters Score -1.430062e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -14301173.000000 Penalty: 3780.032471
	Iteration 31Q: 3 clusters Score -1.430117e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -14301668.000000 Penalty: 3780.032471
	Iteration 32Q: 3 clusters Score -1.430167e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -14302200.000000 Penalty: 3780.032471
	Iteration 33Q: 3 clusters Score -1.43022e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99497 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -14302638.000000 Penalty: 3780.032471
	Iteration 34Q: 3 clusters Score -1.430264e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -14303076.000000 Penalty: 3780.032471
	Iteration 35Q: 3 clusters Score -1.430308e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -14303453.000000 Penalty: 3780.032471
	Iteration 36Q: 3 clusters Score -1.430345e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -14303719.000000 Penalty: 3780.032471
	Iteration 37Q: 3 clusters Score -1.430372e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -14304038.000000 Penalty: 3780.032471
	Iteration 38Q: 3 clusters Score -1.430404e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104204 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -14304313.000000 Penalty: 3780.032471
	Iteration 39Q: 3 clusters Score -1.430431e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -14304567.000000 Penalty: 3780.032471
	Iteration 40F: 3 clusters Score -1.430457e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -14304793.000000 Penalty: 3780.032471
	Iteration 41Q: 3 clusters Score -1.430479e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106081 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -14304918.000000 Penalty: 3780.032471
	Iteration 42Q: 3 clusters Score -1.430492e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -14305058.000000 Penalty: 3780.032471
	Iteration 43Q: 3 clusters Score -1.430506e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -14305212.000000 Penalty: 3780.032471
	Iteration 44Q: 3 clusters Score -1.430521e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -14305409.000000 Penalty: 3780.032471
	Iteration 45Q: 3 clusters Score -1.430541e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -14305589.000000 Penalty: 3780.032471
	Iteration 46Q: 3 clusters Score -1.430559e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108233 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -14305695.000000 Penalty: 3780.032471
	Iteration 47Q: 3 clusters Score -1.43057e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -14305826.000000 Penalty: 3780.032471
	Iteration 48Q: 3 clusters Score -1.430583e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108787 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -14305884.000000 Penalty: 3780.032471
	Iteration 49Q: 3 clusters Score -1.430588e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -14305946.000000 Penalty: 3780.032471
	Iteration 50Q: 3 clusters Score -1.430595e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109237 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -14306074.000000 Penalty: 3780.032471
	Iteration 51Q: 3 clusters Score -1.430607e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109420 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -14306162.000000 Penalty: 3780.032471
	Iteration 52Q: 3 clusters Score -1.430616e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109604 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -14306282.000000 Penalty: 3780.032471
	Iteration 53Q: 3 clusters Score -1.430628e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -14306356.000000 Penalty: 3780.032471
	Iteration 54Q: 3 clusters Score -1.430636e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109898 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -14306408.000000 Penalty: 3780.032471
	Iteration 55Q: 3 clusters Score -1.430641e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110021 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -14306470.000000 Penalty: 3780.032471
	Iteration 56Q: 3 clusters Score -1.430647e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110128 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -14306561.000000 Penalty: 3780.032471
	Iteration 57Q: 3 clusters Score -1.430656e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -14306593.000000 Penalty: 3780.032471
	Iteration 58Q: 3 clusters Score -1.430659e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -14306605.000000 Penalty: 3780.032471
	Iteration 59Q: 3 clusters Score -1.43066e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -14306637.000000 Penalty: 3780.032471
	Iteration 60F: 3 clusters Score -1.430664e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110362 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -14306631.000000 Penalty: 3780.032471
	Iteration 61Q: 3 clusters Score -1.430663e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -14306647.000000 Penalty: 3780.032471
	Iteration 62Q: 3 clusters Score -1.430665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110395 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -14306672.000000 Penalty: 3780.032471
	Iteration 63Q: 3 clusters Score -1.430667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -14306677.000000 Penalty: 3780.032471
	Iteration 64Q: 3 clusters Score -1.430668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -14306677.000000 Penalty: 3780.032471
	Iteration 65Q: 3 clusters Score -1.430668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110419 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -14306682.000000 Penalty: 3780.032471
	Iteration 66Q: 3 clusters Score -1.430668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -14306693.000000 Penalty: 3780.032471
	Iteration 67Q: 3 clusters Score -1.430669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -14306693.000000 Penalty: 3780.032471
	Iteration 68Q: 3 clusters Score -1.430669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -14306701.000000 Penalty: 3780.032471
	Iteration 69Q: 3 clusters Score -1.43067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -14306695.000000 Penalty: 3780.032471
	Iteration 70Q: 3 clusters Score -1.43067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -14306682.000000 Penalty: 3780.032471
	Iteration 71Q: 3 clusters Score -1.430668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -14306683.000000 Penalty: 3780.032471
	Iteration 72Q: 3 clusters Score -1.430668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -14306693.000000 Penalty: 3780.032471
	Iteration 73Q: 3 clusters Score -1.430669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -14306688.000000 Penalty: 3780.032471
	Iteration 74Q: 3 clusters Score -1.430669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -14306690.000000 Penalty: 3780.032471
	Iteration 75Q: 3 clusters Score -1.430669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14306693.000000 Penalty: 3780.032471
	Iteration 76Q: 3 clusters Score -1.430669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14306688.000000 Penalty: 3780.032471
	Iteration 77Q: 3 clusters Score -1.430669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14306703.000000 Penalty: 3780.032471
	Iteration 78Q: 3 clusters Score -1.43067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -14306694.000000 Penalty: 3780.032471
	Iteration 79Q: 3 clusters Score -1.430669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14306689.000000 Penalty: 3780.032471
	Iteration 80F: 3 clusters Score -1.430669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14306687.000000 Penalty: 3780.032471
	Iteration 81Q: 3 clusters Score -1.430669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -14306685.000000 Penalty: 3780.032471
	Iteration 82Q: 3 clusters Score -1.430668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -14306685.000000 Penalty: 3780.032471
	Iteration 83Q: 3 clusters Score -1.430668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -14306690.000000 Penalty: 3780.032471
	Iteration 84Q: 3 clusters Score -1.430669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14306690.000000 Penalty: 3780.032471
	Iteration 85Q: 3 clusters Score -1.430669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14306685.000000 Penalty: 3780.032471
	Iteration 86Q: 3 clusters Score -1.430668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -14306684.000000 Penalty: 3780.032471
	Iteration 87Q: 3 clusters Score -1.430668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14306690.000000 Penalty: 3780.032471
	Iteration 88Q: 3 clusters Score -1.430669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14306690.000000 Penalty: 3780.032471
	Iteration 89F: 3 clusters Score -1.430669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Entering Unmasked Estep 
Score: -4150946.750000 Penalty: 1688.556396
	Iteration 0F: 2 clusters Score -4150947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4128999.250000 Penalty: 3377.112793
	Iteration 0F: 3 clusters Score -4128999 nChanged 15045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4137885.000000 Penalty: 3377.112793
	Iteration 1F: 3 clusters Score -4137885 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -4138694.000000 Penalty: 3377.112793
	Iteration 2F: 3 clusters Score -4138694 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4139653.750000 Penalty: 3377.112793
	Iteration 3F: 3 clusters Score -4139654 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4140884.000000 Penalty: 3377.112793
	Iteration 4F: 3 clusters Score -4140884 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4142283.000000 Penalty: 3377.112793
	Iteration 5F: 3 clusters Score -4142283 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4143657.500000 Penalty: 3377.112793
	Iteration 6F: 3 clusters Score -4143658 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -4144695.750000 Penalty: 3377.112793
	Iteration 7F: 3 clusters Score -4144696 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4145267.000000 Penalty: 3377.112793
	Iteration 8Q: 3 clusters Score -4145267 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4145583.000000 Penalty: 3377.112793
	Iteration 9Q: 3 clusters Score -4145583 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4145770.500000 Penalty: 3377.112793
	Iteration 10Q: 3 clusters Score -4145770 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4145922.750000 Penalty: 3377.112793
	Iteration 11Q: 3 clusters Score -4145923 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -4146035.250000 Penalty: 3377.112793
	Iteration 12Q: 3 clusters Score -4146035 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4146162.250000 Penalty: 3377.112793
	Iteration 13Q: 3 clusters Score -4146162 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4146308.750000 Penalty: 3377.112793
	Iteration 14Q: 3 clusters Score -4146309 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4146462.250000 Penalty: 3377.112793
	Iteration 15Q: 3 clusters Score -4146462 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -4146598.750000 Penalty: 3377.112793
	Iteration 16Q: 3 clusters Score -4146599 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4146730.750000 Penalty: 3377.112793
	Iteration 17Q: 3 clusters Score -4146731 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4146892.750000 Penalty: 3377.112793
	Iteration 18Q: 3 clusters Score -4146893 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4147018.000000 Penalty: 3377.112793
	Iteration 19Q: 3 clusters Score -4147018 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4147117.500000 Penalty: 3377.112793
	Iteration 20F: 3 clusters Score -4147118 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4147214.750000 Penalty: 3377.112793
	Iteration 21Q: 3 clusters Score -4147215 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4147268.500000 Penalty: 3377.112793
	Iteration 22Q: 3 clusters Score -4147268 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -4147331.750000 Penalty: 3377.112793
	Iteration 23Q: 3 clusters Score -4147332 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -4147393.750000 Penalty: 3377.112793
	Iteration 24Q: 3 clusters Score -4147394 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -4147450.750000 Penalty: 3377.112793
	Iteration 25Q: 3 clusters Score -4147451 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4147502.000000 Penalty: 3377.112793
	Iteration 26Q: 3 clusters Score -4147502 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -4147538.250000 Penalty: 3377.112793
	Iteration 27Q: 3 clusters Score -4147538 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -4147567.250000 Penalty: 3377.112793
	Iteration 28Q: 3 clusters Score -4147567 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4147603.000000 Penalty: 3377.112793
	Iteration 29Q: 3 clusters Score -4147603 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4147641.750000 Penalty: 3377.112793
	Iteration 30Q: 3 clusters Score -4147642 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4147674.500000 Penalty: 3377.112793
	Iteration 31Q: 3 clusters Score -4147674 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -4147717.250000 Penalty: 3377.112793
	Iteration 32Q: 3 clusters Score -4147717 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -4147763.500000 Penalty: 3377.112793
	Iteration 33Q: 3 clusters Score -4147764 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4147803.750000 Penalty: 3377.112793
	Iteration 34Q: 3 clusters Score -4147804 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -4147855.250000 Penalty: 3377.112793
	Iteration 35Q: 3 clusters Score -4147855 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -4147911.000000 Penalty: 3377.112793
	Iteration 36Q: 3 clusters Score -4147911 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -4147958.750000 Penalty: 3377.112793
	Iteration 37Q: 3 clusters Score -4147959 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4148013.500000 Penalty: 3377.112793
	Iteration 38Q: 3 clusters Score -4148014 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -4148069.250000 Penalty: 3377.112793
	Iteration 39Q: 3 clusters Score -4148069 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -4148105.500000 Penalty: 3377.112793
	Iteration 40F: 3 clusters Score -4148106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -4148135.500000 Penalty: 3377.112793
	Iteration 41Q: 3 clusters Score -4148136 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -4148195.250000 Penalty: 3377.112793
	Iteration 42Q: 3 clusters Score -4148195 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4148241.500000 Penalty: 3377.112793
	Iteration 43Q: 3 clusters Score -4148242 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4148275.500000 Penalty: 3377.112793
	Iteration 44Q: 3 clusters Score -4148276 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -4148306.500000 Penalty: 3377.112793
	Iteration 45Q: 3 clusters Score -4148306 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -4148362.500000 Penalty: 3377.112793
	Iteration 46Q: 3 clusters Score -4148362 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -4148395.750000 Penalty: 3377.112793
	Iteration 47Q: 3 clusters Score -4148396 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4148445.750000 Penalty: 3377.112793
	Iteration 48Q: 3 clusters Score -4148446 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -4148477.250000 Penalty: 3377.112793
	Iteration 49Q: 3 clusters Score -4148477 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -4148507.000000 Penalty: 3377.112793
	Iteration 50Q: 3 clusters Score -4148507 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -4148556.750000 Penalty: 3377.112793
	Iteration 51Q: 3 clusters Score -4148557 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4148585.250000 Penalty: 3377.112793
	Iteration 52Q: 3 clusters Score -4148585 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4148632.500000 Penalty: 3377.112793
	Iteration 53Q: 3 clusters Score -4148632 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -4148667.500000 Penalty: 3377.112793
	Iteration 54Q: 3 clusters Score -4148668 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -4148730.500000 Penalty: 3377.112793
	Iteration 55Q: 3 clusters Score -4148730 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -4148792.750000 Penalty: 3377.112793
	Iteration 56Q: 3 clusters Score -4148793 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -4148855.000000 Penalty: 3377.112793
	Iteration 57Q: 3 clusters Score -4148855 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4148915.000000 Penalty: 3377.112793
	Iteration 58Q: 3 clusters Score -4148915 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -4148991.250000 Penalty: 3377.112793
	Iteration 59Q: 3 clusters Score -4148991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4149038.250000 Penalty: 3377.112793
	Iteration 60F: 3 clusters Score -4149038 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4149104.000000 Penalty: 3377.112793
	Iteration 61Q: 3 clusters Score -4149104 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4149155.000000 Penalty: 3377.112793
	Iteration 62Q: 3 clusters Score -4149155 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4149212.750000 Penalty: 3377.112793
	Iteration 63Q: 3 clusters Score -4149213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4149267.000000 Penalty: 3377.112793
	Iteration 64Q: 3 clusters Score -4149267 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4149314.250000 Penalty: 3377.112793
	Iteration 65Q: 3 clusters Score -4149314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4149351.500000 Penalty: 3377.112793
	Iteration 66Q: 3 clusters Score -4149352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4149371.250000 Penalty: 3377.112793
	Iteration 67Q: 3 clusters Score -4149371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -4149403.000000 Penalty: 3377.112793
	Iteration 68Q: 3 clusters Score -4149403 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4149424.000000 Penalty: 3377.112793
	Iteration 69Q: 3 clusters Score -4149424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4149443.500000 Penalty: 3377.112793
	Iteration 70Q: 3 clusters Score -4149444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4149458.750000 Penalty: 3377.112793
	Iteration 71Q: 3 clusters Score -4149459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4149465.250000 Penalty: 3377.112793
	Iteration 72Q: 3 clusters Score -4149465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -4149477.750000 Penalty: 3377.112793
	Iteration 73Q: 3 clusters Score -4149478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4149487.250000 Penalty: 3377.112793
	Iteration 74Q: 3 clusters Score -4149487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4149507.500000 Penalty: 3377.112793
	Iteration 75Q: 3 clusters Score -4149508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4149519.500000 Penalty: 3377.112793
	Iteration 76Q: 3 clusters Score -4149520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4149516.500000 Penalty: 3377.112793
	Iteration 77Q: 3 clusters Score -4149516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4149525.750000 Penalty: 3377.112793
	Iteration 78Q: 3 clusters Score -4149526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4149534.000000 Penalty: 3377.112793
	Iteration 79Q: 3 clusters Score -4149534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4149542.500000 Penalty: 3377.112793
	Iteration 80F: 3 clusters Score -4149542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4149553.000000 Penalty: 3377.112793
	Iteration 81Q: 3 clusters Score -4149553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4149555.250000 Penalty: 3377.112793
	Iteration 82Q: 3 clusters Score -4149555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4149562.000000 Penalty: 3377.112793
	Iteration 83Q: 3 clusters Score -4149562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4149567.250000 Penalty: 3377.112793
	Iteration 84Q: 3 clusters Score -4149567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -4149576.000000 Penalty: 3377.112793
	Iteration 85Q: 3 clusters Score -4149576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4149579.750000 Penalty: 3377.112793
	Iteration 86Q: 3 clusters Score -4149580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4149594.750000 Penalty: 3377.112793
	Iteration 87Q: 3 clusters Score -4149595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4149603.500000 Penalty: 3377.112793
	Iteration 88Q: 3 clusters Score -4149604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4149602.750000 Penalty: 3377.112793
	Iteration 89Q: 3 clusters Score -4149603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4149603.250000 Penalty: 3377.112793
	Iteration 90Q: 3 clusters Score -4149603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4149598.000000 Penalty: 3377.112793
	Iteration 91Q: 3 clusters Score -4149598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -4149601.000000 Penalty: 3377.112793
	Iteration 92Q: 3 clusters Score -4149601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4149601.000000 Penalty: 3377.112793
	Iteration 93Q: 3 clusters Score -4149601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4149599.000000 Penalty: 3377.112793
	Iteration 94Q: 3 clusters Score -4149599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4149599.500000 Penalty: 3377.112793
	Iteration 95Q: 3 clusters Score -4149600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -4149602.000000 Penalty: 3377.112793
	Iteration 96Q: 3 clusters Score -4149602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4149604.000000 Penalty: 3377.112793
	Iteration 97Q: 3 clusters Score -4149604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4149604.000000 Penalty: 3377.112793
	Iteration 98Q: 3 clusters Score -4149604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4149604.000000 Penalty: 3377.112793
	Iteration 99F: 3 clusters Score -4149604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Entering Unmasked Estep 
Score: -6251185.500000 Penalty: 1753.852905
	Iteration 0F: 2 clusters Score -6251186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -6218860.000000 Penalty: 3507.705811
	Iteration 0F: 3 clusters Score -6218860 nChanged 22666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6231912.500000 Penalty: 3507.705811
	Iteration 1F: 3 clusters Score -6231912 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -6232667.500000 Penalty: 3507.705811
	Iteration 2Q: 3 clusters Score -6232668 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -6233671.500000 Penalty: 3507.705811
	Iteration 3Q: 3 clusters Score -6233672 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -6235440.500000 Penalty: 3507.705811
	Iteration 4F: 3 clusters Score -6235440 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -6238256.500000 Penalty: 3507.705811
	Iteration 5F: 3 clusters Score -6238256 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -6242035.500000 Penalty: 3507.705811
	Iteration 6F: 3 clusters Score -6242036 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6245858.000000 Penalty: 3507.705811
	Iteration 7F: 3 clusters Score -6245858 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6248210.500000 Penalty: 3507.705811
	Iteration 8Q: 3 clusters Score -6248210 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6249181.000000 Penalty: 3507.705811
	Iteration 9Q: 3 clusters Score -6249181 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6249449.000000 Penalty: 3507.705811
	Iteration 10Q: 3 clusters Score -6249449 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6249557.000000 Penalty: 3507.705811
	Iteration 11Q: 3 clusters Score -6249557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6249604.000000 Penalty: 3507.705811
	Iteration 12Q: 3 clusters Score -6249604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6249618.000000 Penalty: 3507.705811
	Iteration 13Q: 3 clusters Score -6249618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6249631.500000 Penalty: 3507.705811
	Iteration 14Q: 3 clusters Score -6249632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6249640.000000 Penalty: 3507.705811
	Iteration 15Q: 3 clusters Score -6249640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6249638.500000 Penalty: 3507.705811
	Iteration 16Q: 3 clusters Score -6249638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6249644.500000 Penalty: 3507.705811
	Iteration 17Q: 3 clusters Score -6249644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6249649.000000 Penalty: 3507.705811
	Iteration 18Q: 3 clusters Score -6249649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6249656.500000 Penalty: 3507.705811
	Iteration 19Q: 3 clusters Score -6249656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6249657.000000 Penalty: 3507.705811
	Iteration 20F: 3 clusters Score -6249657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6249658.000000 Penalty: 3507.705811
	Iteration 21Q: 3 clusters Score -6249658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6249664.500000 Penalty: 3507.705811
	Iteration 22Q: 3 clusters Score -6249664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6249664.500000 Penalty: 3507.705811
	Iteration 23F: 3 clusters Score -6249664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -460163.218750 Penalty: 1337.728271
	Iteration 0F: 2 clusters Score -460163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -456934.687500 Penalty: 2675.456543
	Iteration 0F: 3 clusters Score -456934.7 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -457780.062500 Penalty: 2675.456543
	Iteration 1F: 3 clusters Score -457780.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -457972.250000 Penalty: 2675.456543
	Iteration 2F: 3 clusters Score -457972.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -458154.531250 Penalty: 2675.456543
	Iteration 3F: 3 clusters Score -458154.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -458301.750000 Penalty: 2675.456543
	Iteration 4F: 3 clusters Score -458301.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -458438.125000 Penalty: 2675.456543
	Iteration 5F: 3 clusters Score -458438.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -458577.687500 Penalty: 2675.456543
	Iteration 6F: 3 clusters Score -458577.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -458715.125000 Penalty: 2675.456543
	Iteration 7Q: 3 clusters Score -458715.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -458864.156250 Penalty: 2675.456543
	Iteration 8Q: 3 clusters Score -458864.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -459000.062500 Penalty: 2675.456543
	Iteration 9Q: 3 clusters Score -459000.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -459121.875000 Penalty: 2675.456543
	Iteration 10Q: 3 clusters Score -459121.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -459198.000000 Penalty: 2675.456543
	Iteration 11Q: 3 clusters Score -459198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -459246.468750 Penalty: 2675.456543
	Iteration 12Q: 3 clusters Score -459246.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -459272.031250 Penalty: 2675.456543
	Iteration 13Q: 3 clusters Score -459272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -459291.187500 Penalty: 2675.456543
	Iteration 14Q: 3 clusters Score -459291.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -459311.062500 Penalty: 2675.456543
	Iteration 15Q: 3 clusters Score -459311.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -459323.843750 Penalty: 2675.456543
	Iteration 16Q: 3 clusters Score -459323.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -459329.437500 Penalty: 2675.456543
	Iteration 17Q: 3 clusters Score -459329.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -459331.062500 Penalty: 2675.456543
	Iteration 18Q: 3 clusters Score -459331.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -459334.187500 Penalty: 2675.456543
	Iteration 19Q: 3 clusters Score -459334.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -459337.562500 Penalty: 2675.456543
	Iteration 20F: 3 clusters Score -459337.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -459341.531250 Penalty: 2675.456543
	Iteration 21Q: 3 clusters Score -459341.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -459342.156250 Penalty: 2675.456543
	Iteration 22Q: 3 clusters Score -459342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -459342.781250 Penalty: 2675.456543
	Iteration 23Q: 3 clusters Score -459342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -459343.687500 Penalty: 2675.456543
	Iteration 24Q: 3 clusters Score -459343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -459342.937500 Penalty: 2675.456543
	Iteration 25Q: 3 clusters Score -459342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -459343.781250 Penalty: 2675.456543
	Iteration 26Q: 3 clusters Score -459343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -459343.781250 Penalty: 2675.456543
	Iteration 27F: 3 clusters Score -459343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35711 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 109234 members 
Mstep: Class 7 contains 7254 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 115963 members 
Mstep: Class 10 contains 19081 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38490 members 
Mstep: Class 16 contains 112518 members 
Mstep: Class 17 contains 32569 members 
Mstep: Class 19 contains 48676 members 
Mstep: Class 20 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819640.000000 Penalty: 40969.332031
Iteration 239Q: 20 clusters Score -7.281964e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35791 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 109229 members 
Mstep: Class 7 contains 7259 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 115924 members 
Mstep: Class 10 contains 19058 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38577 members 
Mstep: Class 16 contains 112444 members 
Mstep: Class 17 contains 32627 members 
Mstep: Class 19 contains 48628 members 
Mstep: Class 20 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819744.000000 Penalty: 40969.332031
Iteration 240F: 20 clusters Score -7.281974e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35870 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4668 members 
Mstep: Class 6 contains 109230 members 
Mstep: Class 7 contains 7262 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 115866 members 
Mstep: Class 10 contains 19039 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38670 members 
Mstep: Class 16 contains 112364 members 
Mstep: Class 17 contains 32673 members 
Mstep: Class 19 contains 48609 members 
Mstep: Class 20 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819784.000000 Penalty: 40969.332031
Iteration 241Q: 20 clusters Score -7.281978e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 35947 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 109233 members 
Mstep: Class 7 contains 7268 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 115829 members 
Mstep: Class 10 contains 19014 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38770 members 
Mstep: Class 16 contains 112265 members 
Mstep: Class 17 contains 32713 members 
Mstep: Class 19 contains 48599 members 
Mstep: Class 20 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819864.000000 Penalty: 40969.332031
Iteration 242Q: 20 clusters Score -7.281986e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36022 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 109238 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 115783 members 
Mstep: Class 10 contains 18980 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38850 members 
Mstep: Class 16 contains 112183 members 
Mstep: Class 17 contains 32752 members 
Mstep: Class 19 contains 48588 members 
Mstep: Class 20 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 20 clusters Score -7.281983e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36110 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 109241 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 115745 members 
Mstep: Class 10 contains 18949 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38920 members 
Mstep: Class 16 contains 112097 members 
Mstep: Class 17 contains 32782 members 
Mstep: Class 19 contains 48585 members 
Mstep: Class 20 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 20 clusters Score -7.281978e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36209 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 109248 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 115702 members 
Mstep: Class 10 contains 18925 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 38993 members 
Mstep: Class 16 contains 111984 members 
Mstep: Class 17 contains 32816 members 
Mstep: Class 19 contains 48599 members 
Mstep: Class 20 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819896.000000 Penalty: 40969.332031
Iteration 245Q: 20 clusters Score -7.28199e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36293 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 109254 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115667 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39066 members 
Mstep: Class 16 contains 111887 members 
Mstep: Class 17 contains 32850 members 
Mstep: Class 19 contains 48593 members 
Mstep: Class 20 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 20 clusters Score -7.282002e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36385 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 109260 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115629 members 
Mstep: Class 10 contains 18873 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39140 members 
Mstep: Class 16 contains 111801 members 
Mstep: Class 17 contains 32883 members 
Mstep: Class 19 contains 48567 members 
Mstep: Class 20 contains 3686 members 
Entering Unmasked Estep 
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Iteration 247Q: 20 clusters Score -7.282e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36471 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 109267 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115576 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39217 members 
Mstep: Class 16 contains 111735 members 
Mstep: Class 17 contains 32915 members 
Mstep: Class 19 contains 48532 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
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Iteration 248Q: 20 clusters Score -7.282014e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36554 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4713 members 
Mstep: Class 6 contains 109272 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115527 members 
Mstep: Class 10 contains 18823 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39285 members 
Mstep: Class 16 contains 111669 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 19 contains 48519 members 
Mstep: Class 20 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 249Q: 20 clusters Score -7.282032e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36634 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4717 members 
Mstep: Class 6 contains 109281 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115464 members 
Mstep: Class 10 contains 18806 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39347 members 
Mstep: Class 16 contains 111609 members 
Mstep: Class 17 contains 32980 members 
Mstep: Class 19 contains 48518 members 
Mstep: Class 20 contains 3676 members 
Entering Unmasked Estep 
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Iteration 250Q: 20 clusters Score -7.282038e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36715 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4721 members 
Mstep: Class 6 contains 109291 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115404 members 
Mstep: Class 10 contains 18803 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39398 members 
Mstep: Class 16 contains 111554 members 
Mstep: Class 17 contains 33010 members 
Mstep: Class 19 contains 48515 members 
Mstep: Class 20 contains 3670 members 
Entering Unmasked Estep 
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Iteration 251Q: 20 clusters Score -7.282052e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36792 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109294 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115337 members 
Mstep: Class 10 contains 18796 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39449 members 
Mstep: Class 16 contains 111521 members 
Mstep: Class 17 contains 33032 members 
Mstep: Class 19 contains 48528 members 
Mstep: Class 20 contains 3667 members 
Entering Unmasked Estep 
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Iteration 252Q: 20 clusters Score -7.282071e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36856 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109306 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115254 members 
Mstep: Class 10 contains 18798 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39528 members 
Mstep: Class 16 contains 111484 members 
Mstep: Class 17 contains 33047 members 
Mstep: Class 19 contains 48529 members 
Mstep: Class 20 contains 3651 members 
Entering Unmasked Estep 
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Iteration 253Q: 20 clusters Score -7.282087e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36915 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109315 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115185 members 
Mstep: Class 10 contains 18786 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39609 members 
Mstep: Class 16 contains 111444 members 
Mstep: Class 17 contains 33076 members 
Mstep: Class 19 contains 48525 members 
Mstep: Class 20 contains 3647 members 
Entering Unmasked Estep 
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Iteration 254Q: 20 clusters Score -7.282082e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 36980 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 109321 members 
Mstep: Class 7 contains 7298 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115122 members 
Mstep: Class 10 contains 18774 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39674 members 
Mstep: Class 16 contains 111417 members 
Mstep: Class 17 contains 33093 members 
Mstep: Class 19 contains 48514 members 
Mstep: Class 20 contains 3643 members 
Entering Unmasked Estep 
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Iteration 255Q: 20 clusters Score -7.282082e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37039 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 109322 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115063 members 
Mstep: Class 10 contains 18764 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39730 members 
Mstep: Class 16 contains 111392 members 
Mstep: Class 17 contains 33114 members 
Mstep: Class 19 contains 48503 members 
Mstep: Class 20 contains 3642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 20 clusters Score -7.282071e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37099 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 109323 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 115003 members 
Mstep: Class 10 contains 18757 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39772 members 
Mstep: Class 16 contains 111368 members 
Mstep: Class 17 contains 33135 members 
Mstep: Class 19 contains 48498 members 
Mstep: Class 20 contains 3642 members 
Entering Unmasked Estep 
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Iteration 257Q: 20 clusters Score -7.282081e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37150 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 109325 members 
Mstep: Class 7 contains 7305 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 114956 members 
Mstep: Class 10 contains 18744 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39810 members 
Mstep: Class 16 contains 111359 members 
Mstep: Class 17 contains 33157 members 
Mstep: Class 19 contains 48482 members 
Mstep: Class 20 contains 3641 members 
Entering Unmasked Estep 
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Iteration 258Q: 20 clusters Score -7.282084e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37203 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 109326 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 114897 members 
Mstep: Class 10 contains 18726 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39849 members 
Mstep: Class 16 contains 111326 members 
Mstep: Class 17 contains 33188 members 
Mstep: Class 19 contains 48468 members 
Mstep: Class 20 contains 3641 members 
Entering Unmasked Estep 
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Iteration 259Q: 20 clusters Score -7.282094e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37270 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 109325 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 114855 members 
Mstep: Class 10 contains 18709 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39867 members 
Mstep: Class 16 contains 111307 members 
Mstep: Class 17 contains 33215 members 
Mstep: Class 19 contains 48445 members 
Mstep: Class 20 contains 3640 members 
Entering Unmasked Estep 
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Iteration 260F: 20 clusters Score -7.282099e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37318 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 109328 members 
Mstep: Class 7 contains 7313 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 114810 members 
Mstep: Class 10 contains 18692 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39887 members 
Mstep: Class 16 contains 111295 members 
Mstep: Class 17 contains 33233 members 
Mstep: Class 19 contains 48438 members 
Mstep: Class 20 contains 3640 members 
Entering Unmasked Estep 
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Iteration 261Q: 20 clusters Score -7.282112e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37376 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 109331 members 
Mstep: Class 7 contains 7312 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 114768 members 
Mstep: Class 10 contains 18672 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39921 members 
Mstep: Class 16 contains 111264 members 
Mstep: Class 17 contains 33256 members 
Mstep: Class 19 contains 48430 members 
Mstep: Class 20 contains 3638 members 
Entering Unmasked Estep 
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Iteration 262Q: 20 clusters Score -7.282116e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37418 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 109334 members 
Mstep: Class 7 contains 7316 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114716 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39949 members 
Mstep: Class 16 contains 111243 members 
Mstep: Class 17 contains 33281 members 
Mstep: Class 19 contains 48421 members 
Mstep: Class 20 contains 3635 members 
Entering Unmasked Estep 
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Iteration 263Q: 20 clusters Score -7.282123e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37461 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 109337 members 
Mstep: Class 7 contains 7322 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114677 members 
Mstep: Class 10 contains 18653 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 39986 members 
Mstep: Class 16 contains 111221 members 
Mstep: Class 17 contains 33306 members 
Mstep: Class 19 contains 48399 members 
Mstep: Class 20 contains 3633 members 
Entering Unmasked Estep 
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Iteration 264Q: 20 clusters Score -7.282123e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37494 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 109338 members 
Mstep: Class 7 contains 7325 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114631 members 
Mstep: Class 10 contains 18648 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40018 members 
Mstep: Class 16 contains 111209 members 
Mstep: Class 17 contains 33332 members 
Mstep: Class 19 contains 48383 members 
Mstep: Class 20 contains 3632 members 
Entering Unmasked Estep 
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Iteration 265Q: 20 clusters Score -7.282125e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37535 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 109345 members 
Mstep: Class 7 contains 7328 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114581 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40047 members 
Mstep: Class 16 contains 111180 members 
Mstep: Class 17 contains 33353 members 
Mstep: Class 19 contains 48388 members 
Mstep: Class 20 contains 3631 members 
Entering Unmasked Estep 
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Iteration 266Q: 20 clusters Score -7.282139e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37576 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 109354 members 
Mstep: Class 7 contains 7334 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114526 members 
Mstep: Class 10 contains 18633 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40067 members 
Mstep: Class 16 contains 111158 members 
Mstep: Class 17 contains 33374 members 
Mstep: Class 19 contains 48386 members 
Mstep: Class 20 contains 3631 members 
Entering Unmasked Estep 
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Iteration 267Q: 20 clusters Score -7.28215e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37617 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 109357 members 
Mstep: Class 7 contains 7335 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114471 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40086 members 
Mstep: Class 16 contains 111144 members 
Mstep: Class 17 contains 33390 members 
Mstep: Class 19 contains 48386 members 
Mstep: Class 20 contains 3631 members 
Entering Unmasked Estep 
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Iteration 268Q: 20 clusters Score -7.282154e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37662 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4749 members 
Mstep: Class 6 contains 109364 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114410 members 
Mstep: Class 10 contains 18612 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40099 members 
Mstep: Class 16 contains 111136 members 
Mstep: Class 17 contains 33404 members 
Mstep: Class 19 contains 48392 members 
Mstep: Class 20 contains 3630 members 
Entering Unmasked Estep 
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Iteration 269Q: 20 clusters Score -7.282159e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37709 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 109367 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114347 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40118 members 
Mstep: Class 16 contains 111151 members 
Mstep: Class 17 contains 33408 members 
Mstep: Class 19 contains 48389 members 
Mstep: Class 20 contains 3630 members 
Entering Unmasked Estep 
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Iteration 270Q: 20 clusters Score -7.282167e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37755 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 109365 members 
Mstep: Class 7 contains 7343 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114272 members 
Mstep: Class 10 contains 18590 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40144 members 
Mstep: Class 16 contains 111153 members 
Mstep: Class 17 contains 33420 members 
Mstep: Class 19 contains 48385 members 
Mstep: Class 20 contains 3631 members 
Entering Unmasked Estep 
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Iteration 271Q: 20 clusters Score -7.282177e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37798 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 109370 members 
Mstep: Class 7 contains 7349 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114220 members 
Mstep: Class 10 contains 18587 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40169 members 
Mstep: Class 16 contains 111139 members 
Mstep: Class 17 contains 33431 members 
Mstep: Class 19 contains 48384 members 
Mstep: Class 20 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821896.000000 Penalty: 40969.332031
Iteration 272Q: 20 clusters Score -7.28219e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37843 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4740 members 
Mstep: Class 6 contains 109373 members 
Mstep: Class 7 contains 7350 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114159 members 
Mstep: Class 10 contains 18583 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40191 members 
Mstep: Class 16 contains 111141 members 
Mstep: Class 17 contains 33437 members 
Mstep: Class 19 contains 48373 members 
Mstep: Class 20 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822016.000000 Penalty: 40969.332031
Iteration 273Q: 20 clusters Score -7.282202e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37885 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 109375 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114127 members 
Mstep: Class 10 contains 18579 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40204 members 
Mstep: Class 16 contains 111126 members 
Mstep: Class 17 contains 33447 members 
Mstep: Class 19 contains 48365 members 
Mstep: Class 20 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822040.000000 Penalty: 40969.332031
Iteration 274Q: 20 clusters Score -7.282204e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37910 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4736 members 
Mstep: Class 6 contains 109377 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114105 members 
Mstep: Class 10 contains 18575 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40215 members 
Mstep: Class 16 contains 111129 members 
Mstep: Class 17 contains 33453 members 
Mstep: Class 19 contains 48348 members 
Mstep: Class 20 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822008.000000 Penalty: 40969.332031
Iteration 275Q: 20 clusters Score -7.282201e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37940 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4736 members 
Mstep: Class 6 contains 109382 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114081 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40226 members 
Mstep: Class 16 contains 111122 members 
Mstep: Class 17 contains 33460 members 
Mstep: Class 19 contains 48334 members 
Mstep: Class 20 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822072.000000 Penalty: 40969.332031
Iteration 276Q: 20 clusters Score -7.282207e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37964 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 109384 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114070 members 
Mstep: Class 10 contains 18568 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40232 members 
Mstep: Class 16 contains 111114 members 
Mstep: Class 17 contains 33468 members 
Mstep: Class 19 contains 48321 members 
Mstep: Class 20 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822112.000000 Penalty: 40969.332031
Iteration 277Q: 20 clusters Score -7.282211e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 37988 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 109383 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114065 members 
Mstep: Class 10 contains 18562 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40236 members 
Mstep: Class 16 contains 111098 members 
Mstep: Class 17 contains 33477 members 
Mstep: Class 19 contains 48316 members 
Mstep: Class 20 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822128.000000 Penalty: 40969.332031
Iteration 278Q: 20 clusters Score -7.282213e+07 nChanged 111
Entering ConstructFrom: 
Score: -72822128.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (47684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Entering Unmasked Estep 
Score: -6124228.000000 Penalty: 1750.507080
	Iteration 0F: 2 clusters Score -6124228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -6092381.000000 Penalty: 3501.014160
	Iteration 0F: 3 clusters Score -6092381 nChanged 22438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -6105141.500000 Penalty: 3501.014160
	Iteration 1F: 3 clusters Score -6105142 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -6105761.500000 Penalty: 3501.014160
	Iteration 2Q: 3 clusters Score -6105762 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -6106634.000000 Penalty: 3501.014160
	Iteration 3Q: 3 clusters Score -6106634 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -6108065.500000 Penalty: 3501.014160
	Iteration 4F: 3 clusters Score -6108066 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -6110333.000000 Penalty: 3501.014160
	Iteration 5F: 3 clusters Score -6110333 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -6113625.000000 Penalty: 3501.014160
	Iteration 6F: 3 clusters Score -6113625 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -6116952.500000 Penalty: 3501.014160
	Iteration 7F: 3 clusters Score -6116952 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -6119410.500000 Penalty: 3501.014160
	Iteration 8F: 3 clusters Score -6119410 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -6120894.500000 Penalty: 3501.014160
	Iteration 9Q: 3 clusters Score -6120894 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6121565.500000 Penalty: 3501.014160
	Iteration 10Q: 3 clusters Score -6121566 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6121953.500000 Penalty: 3501.014160
	Iteration 11Q: 3 clusters Score -6121954 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6122146.000000 Penalty: 3501.014160
	Iteration 12Q: 3 clusters Score -6122146 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6122319.000000 Penalty: 3501.014160
	Iteration 13Q: 3 clusters Score -6122319 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6122426.000000 Penalty: 3501.014160
	Iteration 14Q: 3 clusters Score -6122426 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6122523.500000 Penalty: 3501.014160
	Iteration 15Q: 3 clusters Score -6122524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6122575.500000 Penalty: 3501.014160
	Iteration 16Q: 3 clusters Score -6122576 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6122656.000000 Penalty: 3501.014160
	Iteration 17Q: 3 clusters Score -6122656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6122694.000000 Penalty: 3501.014160
	Iteration 18Q: 3 clusters Score -6122694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6122745.500000 Penalty: 3501.014160
	Iteration 19Q: 3 clusters Score -6122746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6122767.500000 Penalty: 3501.014160
	Iteration 20F: 3 clusters Score -6122768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6122786.500000 Penalty: 3501.014160
	Iteration 21Q: 3 clusters Score -6122786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6122808.500000 Penalty: 3501.014160
	Iteration 22Q: 3 clusters Score -6122808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6122832.000000 Penalty: 3501.014160
	Iteration 23Q: 3 clusters Score -6122832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6122833.000000 Penalty: 3501.014160
	Iteration 24Q: 3 clusters Score -6122833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6122847.500000 Penalty: 3501.014160
	Iteration 25Q: 3 clusters Score -6122848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6122858.000000 Penalty: 3501.014160
	Iteration 26Q: 3 clusters Score -6122858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6122864.000000 Penalty: 3501.014160
	Iteration 27Q: 3 clusters Score -6122864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6122861.500000 Penalty: 3501.014160
	Iteration 28Q: 3 clusters Score -6122862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6122860.000000 Penalty: 3501.014160
	Iteration 29Q: 3 clusters Score -6122860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6122864.500000 Penalty: 3501.014160
	Iteration 30Q: 3 clusters Score -6122864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6122870.000000 Penalty: 3501.014160
	Iteration 31Q: 3 clusters Score -6122870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6122867.000000 Penalty: 3501.014160
	Iteration 32Q: 3 clusters Score -6122867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6122873.500000 Penalty: 3501.014160
	Iteration 33Q: 3 clusters Score -6122874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6122873.000000 Penalty: 3501.014160
	Iteration 34Q: 3 clusters Score -6122873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6122869.000000 Penalty: 3501.014160
	Iteration 35Q: 3 clusters Score -6122869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6122869.000000 Penalty: 3501.014160
	Iteration 36F: 3 clusters Score -6122869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -22257.128906 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -22257.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21490.361328 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -21490.36 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21735.796875 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -21735.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21840.867188 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -21840.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21889.136719 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -21889.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21917.658203 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -21917.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21929.072266 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -21929.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21934.150391 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -21934.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21947.810547 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -21947.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21951.312500 Penalty: 1899.151978
	Iteration 8Q: 3 clusters Score -21951.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21958.791016 Penalty: 1899.151978
	Iteration 9Q: 3 clusters Score -21958.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21960.591797 Penalty: 1899.151978
	Iteration 10Q: 3 clusters Score -21960.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21961.052734 Penalty: 1899.151978
	Iteration 11Q: 3 clusters Score -21961.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21961.466797 Penalty: 1899.151978
	Iteration 12Q: 3 clusters Score -21961.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21962.236328 Penalty: 1899.151978
	Iteration 13Q: 3 clusters Score -21962.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21962.236328 Penalty: 1899.151978
	Iteration 14F: 3 clusters Score -21962.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Entering Unmasked Estep 
Score: -4881847.000000 Penalty: 1713.660767
	Iteration 0F: 2 clusters Score -4881847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -4856319.000000 Penalty: 3427.321533
	Iteration 0F: 3 clusters Score -4856319 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4866164.000000 Penalty: 3427.321533
	Iteration 1F: 3 clusters Score -4866164 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -4866552.000000 Penalty: 3427.321533
	Iteration 2Q: 3 clusters Score -4866552 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -4866932.500000 Penalty: 3427.321533
	Iteration 3Q: 3 clusters Score -4866932 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -4867348.500000 Penalty: 3427.321533
	Iteration 4Q: 3 clusters Score -4867348 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4867793.500000 Penalty: 3427.321533
	Iteration 5Q: 3 clusters Score -4867794 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4868407.000000 Penalty: 3427.321533
	Iteration 6Q: 3 clusters Score -4868407 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -4869428.000000 Penalty: 3427.321533
	Iteration 7F: 3 clusters Score -4869428 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4870919.000000 Penalty: 3427.321533
	Iteration 8F: 3 clusters Score -4870919 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -4872933.500000 Penalty: 3427.321533
	Iteration 9F: 3 clusters Score -4872934 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4875276.500000 Penalty: 3427.321533
	Iteration 10F: 3 clusters Score -4875276 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4877214.500000 Penalty: 3427.321533
	Iteration 11F: 3 clusters Score -4877214 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4878463.500000 Penalty: 3427.321533
	Iteration 12Q: 3 clusters Score -4878464 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4879132.000000 Penalty: 3427.321533
	Iteration 13Q: 3 clusters Score -4879132 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -4879475.000000 Penalty: 3427.321533
	Iteration 14Q: 3 clusters Score -4879475 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -4879684.000000 Penalty: 3427.321533
	Iteration 15Q: 3 clusters Score -4879684 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4879843.000000 Penalty: 3427.321533
	Iteration 16Q: 3 clusters Score -4879843 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4879947.500000 Penalty: 3427.321533
	Iteration 17Q: 3 clusters Score -4879948 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4880022.500000 Penalty: 3427.321533
	Iteration 18Q: 3 clusters Score -4880022 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4880082.000000 Penalty: 3427.321533
	Iteration 19Q: 3 clusters Score -4880082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -4880137.000000 Penalty: 3427.321533
	Iteration 20F: 3 clusters Score -4880137 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4880169.000000 Penalty: 3427.321533
	Iteration 21Q: 3 clusters Score -4880169 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4880214.500000 Penalty: 3427.321533
	Iteration 22Q: 3 clusters Score -4880214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4880238.500000 Penalty: 3427.321533
	Iteration 23Q: 3 clusters Score -4880238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4880265.500000 Penalty: 3427.321533
	Iteration 24Q: 3 clusters Score -4880266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4880289.000000 Penalty: 3427.321533
	Iteration 25Q: 3 clusters Score -4880289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4880298.000000 Penalty: 3427.321533
	Iteration 26Q: 3 clusters Score -4880298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4880315.500000 Penalty: 3427.321533
	Iteration 27Q: 3 clusters Score -4880316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4880327.500000 Penalty: 3427.321533
	Iteration 28Q: 3 clusters Score -4880328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4880320.500000 Penalty: 3427.321533
	Iteration 29Q: 3 clusters Score -4880320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4880340.000000 Penalty: 3427.321533
	Iteration 30Q: 3 clusters Score -4880340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4880339.000000 Penalty: 3427.321533
	Iteration 31Q: 3 clusters Score -4880339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -4880348.000000 Penalty: 3427.321533
	Iteration 32Q: 3 clusters Score -4880348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4880366.500000 Penalty: 3427.321533
	Iteration 33Q: 3 clusters Score -4880366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4880367.500000 Penalty: 3427.321533
	Iteration 34Q: 3 clusters Score -4880368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4880372.500000 Penalty: 3427.321533
	Iteration 35Q: 3 clusters Score -4880372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -4880390.000000 Penalty: 3427.321533
	Iteration 36Q: 3 clusters Score -4880390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4880382.000000 Penalty: 3427.321533
	Iteration 37Q: 3 clusters Score -4880382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4880386.500000 Penalty: 3427.321533
	Iteration 38Q: 3 clusters Score -4880386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4880400.000000 Penalty: 3427.321533
	Iteration 39Q: 3 clusters Score -4880400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4880403.000000 Penalty: 3427.321533
	Iteration 40F: 3 clusters Score -4880403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4880409.500000 Penalty: 3427.321533
	Iteration 41Q: 3 clusters Score -4880410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4880425.500000 Penalty: 3427.321533
	Iteration 42Q: 3 clusters Score -4880426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4880424.500000 Penalty: 3427.321533
	Iteration 43Q: 3 clusters Score -4880424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4880425.000000 Penalty: 3427.321533
	Iteration 44Q: 3 clusters Score -4880425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -4880424.500000 Penalty: 3427.321533
	Iteration 45Q: 3 clusters Score -4880424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4880432.000000 Penalty: 3427.321533
	Iteration 46Q: 3 clusters Score -4880432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4880432.500000 Penalty: 3427.321533
	Iteration 47Q: 3 clusters Score -4880432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4880433.000000 Penalty: 3427.321533
	Iteration 48Q: 3 clusters Score -4880433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4880437.000000 Penalty: 3427.321533
	Iteration 49Q: 3 clusters Score -4880437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -4880431.500000 Penalty: 3427.321533
	Iteration 50Q: 3 clusters Score -4880432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4880450.000000 Penalty: 3427.321533
	Iteration 51Q: 3 clusters Score -4880450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4880448.000000 Penalty: 3427.321533
	Iteration 52Q: 3 clusters Score -4880448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4880445.500000 Penalty: 3427.321533
	Iteration 53Q: 3 clusters Score -4880446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -4880453.000000 Penalty: 3427.321533
	Iteration 54Q: 3 clusters Score -4880453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4880456.000000 Penalty: 3427.321533
	Iteration 55Q: 3 clusters Score -4880456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -4880464.000000 Penalty: 3427.321533
	Iteration 56Q: 3 clusters Score -4880464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4880462.000000 Penalty: 3427.321533
	Iteration 57Q: 3 clusters Score -4880462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4880461.500000 Penalty: 3427.321533
	Iteration 58Q: 3 clusters Score -4880462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4880464.000000 Penalty: 3427.321533
	Iteration 59Q: 3 clusters Score -4880464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4880466.000000 Penalty: 3427.321533
	Iteration 60F: 3 clusters Score -4880466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4880470.500000 Penalty: 3427.321533
	Iteration 61Q: 3 clusters Score -4880470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4880470.500000 Penalty: 3427.321533
	Iteration 62Q: 3 clusters Score -4880470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4880475.000000 Penalty: 3427.321533
	Iteration 63Q: 3 clusters Score -4880475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4880482.000000 Penalty: 3427.321533
	Iteration 64Q: 3 clusters Score -4880482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4880478.500000 Penalty: 3427.321533
	Iteration 65Q: 3 clusters Score -4880478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4880482.000000 Penalty: 3427.321533
	Iteration 66Q: 3 clusters Score -4880482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4880489.000000 Penalty: 3427.321533
	Iteration 67Q: 3 clusters Score -4880489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4880495.000000 Penalty: 3427.321533
	Iteration 68Q: 3 clusters Score -4880495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4880499.000000 Penalty: 3427.321533
	Iteration 69Q: 3 clusters Score -4880499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4880497.500000 Penalty: 3427.321533
	Iteration 70Q: 3 clusters Score -4880498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4880500.500000 Penalty: 3427.321533
	Iteration 71Q: 3 clusters Score -4880500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4880500.000000 Penalty: 3427.321533
	Iteration 72Q: 3 clusters Score -4880500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4880506.500000 Penalty: 3427.321533
	Iteration 73Q: 3 clusters Score -4880506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4880501.500000 Penalty: 3427.321533
	Iteration 74Q: 3 clusters Score -4880502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4880507.500000 Penalty: 3427.321533
	Iteration 75Q: 3 clusters Score -4880508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4880512.000000 Penalty: 3427.321533
	Iteration 76Q: 3 clusters Score -4880512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4880509.500000 Penalty: 3427.321533
	Iteration 77Q: 3 clusters Score -4880510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -4880511.500000 Penalty: 3427.321533
	Iteration 78Q: 3 clusters Score -4880512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4880518.000000 Penalty: 3427.321533
	Iteration 79Q: 3 clusters Score -4880518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4880522.000000 Penalty: 3427.321533
	Iteration 80F: 3 clusters Score -4880522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4880521.000000 Penalty: 3427.321533
	Iteration 81Q: 3 clusters Score -4880521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4880521.500000 Penalty: 3427.321533
	Iteration 82Q: 3 clusters Score -4880522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4880524.500000 Penalty: 3427.321533
	Iteration 83Q: 3 clusters Score -4880524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4880522.500000 Penalty: 3427.321533
	Iteration 84Q: 3 clusters Score -4880522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4880516.000000 Penalty: 3427.321533
	Iteration 85Q: 3 clusters Score -4880516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4880521.000000 Penalty: 3427.321533
	Iteration 86Q: 3 clusters Score -4880521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4880523.000000 Penalty: 3427.321533
	Iteration 87Q: 3 clusters Score -4880523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4880523.500000 Penalty: 3427.321533
	Iteration 88Q: 3 clusters Score -4880524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4880524.000000 Penalty: 3427.321533
	Iteration 89Q: 3 clusters Score -4880524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4880525.500000 Penalty: 3427.321533
	Iteration 90Q: 3 clusters Score -4880526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4880525.000000 Penalty: 3427.321533
	Iteration 91Q: 3 clusters Score -4880525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4880523.500000 Penalty: 3427.321533
	Iteration 92Q: 3 clusters Score -4880524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4880520.500000 Penalty: 3427.321533
	Iteration 93Q: 3 clusters Score -4880520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4880521.500000 Penalty: 3427.321533
	Iteration 94Q: 3 clusters Score -4880522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4880528.500000 Penalty: 3427.321533
	Iteration 95Q: 3 clusters Score -4880528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4880526.000000 Penalty: 3427.321533
	Iteration 96Q: 3 clusters Score -4880526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4880530.500000 Penalty: 3427.321533
	Iteration 97Q: 3 clusters Score -4880530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4880530.500000 Penalty: 3427.321533
	Iteration 98F: 3 clusters Score -4880530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -8234.651367 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -8234.651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7600.501465 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -7600.501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7792.944336 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -7792.944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7838.292969 Penalty: 1742.420044
	Iteration 2F: 3 clusters Score -7838.293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7859.438477 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -7859.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7863.738770 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -7863.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7882.562500 Penalty: 1742.420044
	Iteration 5Q: 3 clusters Score -7882.562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7891.544434 Penalty: 1742.420044
	Iteration 6Q: 3 clusters Score -7891.544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7926.189453 Penalty: 1742.420044
	Iteration 7Q: 3 clusters Score -7926.189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7973.336426 Penalty: 1742.420044
	Iteration 8Q: 3 clusters Score -7973.336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7982.198242 Penalty: 1742.420044
	Iteration 9Q: 3 clusters Score -7982.198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7982.198242 Penalty: 1742.420044
	Iteration 10F: 3 clusters Score -7982.198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -593909.187500 Penalty: 1375.091675
	Iteration 0F: 2 clusters Score -593909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -590097.187500 Penalty: 2750.183350
	Iteration 0F: 3 clusters Score -590097.2 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -591091.875000 Penalty: 2750.183350
	Iteration 1F: 3 clusters Score -591091.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -591253.187500 Penalty: 2750.183350
	Iteration 2F: 3 clusters Score -591253.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -591367.687500 Penalty: 2750.183350
	Iteration 3F: 3 clusters Score -591367.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -591456.562500 Penalty: 2750.183350
	Iteration 4Q: 3 clusters Score -591456.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -591557.000000 Penalty: 2750.183350
	Iteration 5Q: 3 clusters Score -591557 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -591665.750000 Penalty: 2750.183350
	Iteration 6Q: 3 clusters Score -591665.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -591769.312500 Penalty: 2750.183350
	Iteration 7Q: 3 clusters Score -591769.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -591894.375000 Penalty: 2750.183350
	Iteration 8Q: 3 clusters Score -591894.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -592010.812500 Penalty: 2750.183350
	Iteration 9Q: 3 clusters Score -592010.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -592143.437500 Penalty: 2750.183350
	Iteration 10Q: 3 clusters Score -592143.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -592259.937500 Penalty: 2750.183350
	Iteration 11Q: 3 clusters Score -592259.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -592381.250000 Penalty: 2750.183350
	Iteration 12Q: 3 clusters Score -592381.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -592479.750000 Penalty: 2750.183350
	Iteration 13Q: 3 clusters Score -592479.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -592565.062500 Penalty: 2750.183350
	Iteration 14Q: 3 clusters Score -592565.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -592619.500000 Penalty: 2750.183350
	Iteration 15Q: 3 clusters Score -592619.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -592662.500000 Penalty: 2750.183350
	Iteration 16Q: 3 clusters Score -592662.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -592694.250000 Penalty: 2750.183350
	Iteration 17Q: 3 clusters Score -592694.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -592719.750000 Penalty: 2750.183350
	Iteration 18Q: 3 clusters Score -592719.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -592736.437500 Penalty: 2750.183350
	Iteration 19Q: 3 clusters Score -592736.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -592747.500000 Penalty: 2750.183350
	Iteration 20F: 3 clusters Score -592747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -592752.375000 Penalty: 2750.183350
	Iteration 21Q: 3 clusters Score -592752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -592753.562500 Penalty: 2750.183350
	Iteration 22Q: 3 clusters Score -592753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -592757.000000 Penalty: 2750.183350
	Iteration 23Q: 3 clusters Score -592757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -592764.312500 Penalty: 2750.183350
	Iteration 24Q: 3 clusters Score -592764.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -592768.812500 Penalty: 2750.183350
	Iteration 25Q: 3 clusters Score -592768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -592772.437500 Penalty: 2750.183350
	Iteration 26Q: 3 clusters Score -592772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -592778.562500 Penalty: 2750.183350
	Iteration 27Q: 3 clusters Score -592778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -592783.687500 Penalty: 2750.183350
	Iteration 28Q: 3 clusters Score -592783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -592784.500000 Penalty: 2750.183350
	Iteration 29Q: 3 clusters Score -592784.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -592786.000000 Penalty: 2750.183350
	Iteration 30Q: 3 clusters Score -592786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -592786.062500 Penalty: 2750.183350
	Iteration 31Q: 3 clusters Score -592786.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -592787.750000 Penalty: 2750.183350
	Iteration 32Q: 3 clusters Score -592787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -592787.750000 Penalty: 2750.183350
	Iteration 33F: 3 clusters Score -592787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Entering Unmasked Estep 
Score: -14155663.000000 Penalty: 1885.431641
	Iteration 0F: 2 clusters Score -1.415566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -14090887.000000 Penalty: 3770.863281
	Iteration 0F: 3 clusters Score -1.409089e+07 nChanged 52411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -14121095.000000 Penalty: 3770.863281
	Iteration 1F: 3 clusters Score -1.41211e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -14121763.000000 Penalty: 3770.863281
	Iteration 2Q: 3 clusters Score -1.412176e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -14122771.000000 Penalty: 3770.863281
	Iteration 3Q: 3 clusters Score -1.412277e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -14124391.000000 Penalty: 3770.863281
	Iteration 4Q: 3 clusters Score -1.412439e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -14126899.000000 Penalty: 3770.863281
	Iteration 5F: 3 clusters Score -1.41269e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -14130379.000000 Penalty: 3770.863281
	Iteration 6F: 3 clusters Score -1.413038e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -14134172.000000 Penalty: 3770.863281
	Iteration 7F: 3 clusters Score -1.413417e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -14137764.000000 Penalty: 3770.863281
	Iteration 8F: 3 clusters Score -1.413776e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -14140668.000000 Penalty: 3770.863281
	Iteration 9F: 3 clusters Score -1.414067e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85880 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -14143057.000000 Penalty: 3770.863281
	Iteration 10Q: 3 clusters Score -1.414306e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -14145305.000000 Penalty: 3770.863281
	Iteration 11Q: 3 clusters Score -1.41453e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -14147508.000000 Penalty: 3770.863281
	Iteration 12Q: 3 clusters Score -1.414751e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -14149367.000000 Penalty: 3770.863281
	Iteration 13Q: 3 clusters Score -1.414937e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -14150972.000000 Penalty: 3770.863281
	Iteration 14Q: 3 clusters Score -1.415097e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102835 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -14152400.000000 Penalty: 3770.863281
	Iteration 15Q: 3 clusters Score -1.41524e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104634 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -14153310.000000 Penalty: 3770.863281
	Iteration 16Q: 3 clusters Score -1.415331e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105867 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -14153701.000000 Penalty: 3770.863281
	Iteration 17Q: 3 clusters Score -1.41537e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -14153871.000000 Penalty: 3770.863281
	Iteration 18Q: 3 clusters Score -1.415387e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107345 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -14154027.000000 Penalty: 3770.863281
	Iteration 19Q: 3 clusters Score -1.415403e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -14154087.000000 Penalty: 3770.863281
	Iteration 20F: 3 clusters Score -1.415409e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108039 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14154126.000000 Penalty: 3770.863281
	Iteration 21Q: 3 clusters Score -1.415413e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108217 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14154168.000000 Penalty: 3770.863281
	Iteration 22Q: 3 clusters Score -1.415417e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108343 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14154203.000000 Penalty: 3770.863281
	Iteration 23Q: 3 clusters Score -1.41542e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -14154202.000000 Penalty: 3770.863281
	Iteration 24Q: 3 clusters Score -1.41542e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108517 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14154206.000000 Penalty: 3770.863281
	Iteration 25Q: 3 clusters Score -1.415421e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14154201.000000 Penalty: 3770.863281
	Iteration 26Q: 3 clusters Score -1.41542e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14154199.000000 Penalty: 3770.863281
	Iteration 27Q: 3 clusters Score -1.41542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14154211.000000 Penalty: 3770.863281
	Iteration 28Q: 3 clusters Score -1.415421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108654 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14154216.000000 Penalty: 3770.863281
	Iteration 29Q: 3 clusters Score -1.415422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14154225.000000 Penalty: 3770.863281
	Iteration 30Q: 3 clusters Score -1.415422e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108691 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14154246.000000 Penalty: 3770.863281
	Iteration 31Q: 3 clusters Score -1.415425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14154269.000000 Penalty: 3770.863281
	Iteration 32Q: 3 clusters Score -1.415427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108716 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14154275.000000 Penalty: 3770.863281
	Iteration 33Q: 3 clusters Score -1.415428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14154272.000000 Penalty: 3770.863281
	Iteration 34Q: 3 clusters Score -1.415427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14154271.000000 Penalty: 3770.863281
	Iteration 35Q: 3 clusters Score -1.415427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108726 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14154278.000000 Penalty: 3770.863281
	Iteration 36Q: 3 clusters Score -1.415428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108731 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14154279.000000 Penalty: 3770.863281
	Iteration 37Q: 3 clusters Score -1.415428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108739 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -14154282.000000 Penalty: 3770.863281
	Iteration 38Q: 3 clusters Score -1.415428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14154275.000000 Penalty: 3770.863281
	Iteration 39Q: 3 clusters Score -1.415428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14154277.000000 Penalty: 3770.863281
	Iteration 40F: 3 clusters Score -1.415428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -14154273.000000 Penalty: 3770.863281
	Iteration 41Q: 3 clusters Score -1.415427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14154270.000000 Penalty: 3770.863281
	Iteration 42Q: 3 clusters Score -1.415427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14154275.000000 Penalty: 3770.863281
	Iteration 43Q: 3 clusters Score -1.415428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14154283.000000 Penalty: 3770.863281
	Iteration 44Q: 3 clusters Score -1.415428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108752 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14154275.000000 Penalty: 3770.863281
	Iteration 45Q: 3 clusters Score -1.415428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14154275.000000 Penalty: 3770.863281
	Iteration 46Q: 3 clusters Score -1.415428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14154276.000000 Penalty: 3770.863281
	Iteration 47Q: 3 clusters Score -1.415428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108757 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14154280.000000 Penalty: 3770.863281
	Iteration 48Q: 3 clusters Score -1.415428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -14154275.000000 Penalty: 3770.863281
	Iteration 49Q: 3 clusters Score -1.415428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14154265.000000 Penalty: 3770.863281
	Iteration 50Q: 3 clusters Score -1.415426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14154266.000000 Penalty: 3770.863281
	Iteration 51Q: 3 clusters Score -1.415427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -14154266.000000 Penalty: 3770.863281
	Iteration 52Q: 3 clusters Score -1.415427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14154239.000000 Penalty: 3770.863281
	Iteration 53Q: 3 clusters Score -1.415424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14154254.000000 Penalty: 3770.863281
	Iteration 54Q: 3 clusters Score -1.415425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108789 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14154259.000000 Penalty: 3770.863281
	Iteration 55Q: 3 clusters Score -1.415426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14154269.000000 Penalty: 3770.863281
	Iteration 56Q: 3 clusters Score -1.415427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14154286.000000 Penalty: 3770.863281
	Iteration 57Q: 3 clusters Score -1.415429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14154268.000000 Penalty: 3770.863281
	Iteration 58Q: 3 clusters Score -1.415427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108802 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14154271.000000 Penalty: 3770.863281
	Iteration 59Q: 3 clusters Score -1.415427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14154262.000000 Penalty: 3770.863281
	Iteration 60F: 3 clusters Score -1.415426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14154272.000000 Penalty: 3770.863281
	Iteration 61Q: 3 clusters Score -1.415427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14154269.000000 Penalty: 3770.863281
	Iteration 62Q: 3 clusters Score -1.415427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14154272.000000 Penalty: 3770.863281
	Iteration 63Q: 3 clusters Score -1.415427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14154265.000000 Penalty: 3770.863281
	Iteration 64Q: 3 clusters Score -1.415426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108818 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14154258.000000 Penalty: 3770.863281
	Iteration 65Q: 3 clusters Score -1.415426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14154261.000000 Penalty: 3770.863281
	Iteration 66Q: 3 clusters Score -1.415426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14154279.000000 Penalty: 3770.863281
	Iteration 67Q: 3 clusters Score -1.415428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14154270.000000 Penalty: 3770.863281
	Iteration 68Q: 3 clusters Score -1.415427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -14154279.000000 Penalty: 3770.863281
	Iteration 69Q: 3 clusters Score -1.415428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14154282.000000 Penalty: 3770.863281
	Iteration 70Q: 3 clusters Score -1.415428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14154296.000000 Penalty: 3770.863281
	Iteration 71Q: 3 clusters Score -1.41543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -14154298.000000 Penalty: 3770.863281
	Iteration 72Q: 3 clusters Score -1.41543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -14154294.000000 Penalty: 3770.863281
	Iteration 73Q: 3 clusters Score -1.415429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14154304.000000 Penalty: 3770.863281
	Iteration 74Q: 3 clusters Score -1.41543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14154304.000000 Penalty: 3770.863281
	Iteration 75F: 3 clusters Score -1.41543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Entering Unmasked Estep 
Score: -955878.062500 Penalty: 1446.825806
	Iteration 0F: 2 clusters Score -955878.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -950378.500000 Penalty: 2893.651611
	Iteration 0F: 3 clusters Score -950378.5 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -951958.312500 Penalty: 2893.651611
	Iteration 1F: 3 clusters Score -951958.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -952130.375000 Penalty: 2893.651611
	Iteration 2F: 3 clusters Score -952130.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -952262.750000 Penalty: 2893.651611
	Iteration 3Q: 3 clusters Score -952262.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -952382.187500 Penalty: 2893.651611
	Iteration 4Q: 3 clusters Score -952382.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -952500.500000 Penalty: 2893.651611
	Iteration 5Q: 3 clusters Score -952500.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -952625.937500 Penalty: 2893.651611
	Iteration 6Q: 3 clusters Score -952625.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -952764.437500 Penalty: 2893.651611
	Iteration 7Q: 3 clusters Score -952764.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -952907.625000 Penalty: 2893.651611
	Iteration 8Q: 3 clusters Score -952907.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -953091.500000 Penalty: 2893.651611
	Iteration 9Q: 3 clusters Score -953091.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -953317.437500 Penalty: 2893.651611
	Iteration 10Q: 3 clusters Score -953317.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -953581.125000 Penalty: 2893.651611
	Iteration 11Q: 3 clusters Score -953581.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -953865.125000 Penalty: 2893.651611
	Iteration 12Q: 3 clusters Score -953865.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -954138.687500 Penalty: 2893.651611
	Iteration 13Q: 3 clusters Score -954138.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -954331.062500 Penalty: 2893.651611
	Iteration 14Q: 3 clusters Score -954331.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -954435.000000 Penalty: 2893.651611
	Iteration 15Q: 3 clusters Score -954435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -954480.250000 Penalty: 2893.651611
	Iteration 16Q: 3 clusters Score -954480.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -954533.375000 Penalty: 2893.651611
	Iteration 17Q: 3 clusters Score -954533.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -954572.625000 Penalty: 2893.651611
	Iteration 18Q: 3 clusters Score -954572.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -954601.812500 Penalty: 2893.651611
	Iteration 19Q: 3 clusters Score -954601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -954612.625000 Penalty: 2893.651611
	Iteration 20F: 3 clusters Score -954612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -954622.125000 Penalty: 2893.651611
	Iteration 21Q: 3 clusters Score -954622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -954627.812500 Penalty: 2893.651611
	Iteration 22Q: 3 clusters Score -954627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -954633.250000 Penalty: 2893.651611
	Iteration 23Q: 3 clusters Score -954633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -954634.062500 Penalty: 2893.651611
	Iteration 24Q: 3 clusters Score -954634.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -954635.812500 Penalty: 2893.651611
	Iteration 25Q: 3 clusters Score -954635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -954635.750000 Penalty: 2893.651611
	Iteration 26Q: 3 clusters Score -954635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -954638.312500 Penalty: 2893.651611
	Iteration 27Q: 3 clusters Score -954638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -954640.375000 Penalty: 2893.651611
	Iteration 28Q: 3 clusters Score -954640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -954643.562500 Penalty: 2893.651611
	Iteration 29Q: 3 clusters Score -954643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -954645.937500 Penalty: 2893.651611
	Iteration 30Q: 3 clusters Score -954645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -954652.000000 Penalty: 2893.651611
	Iteration 31Q: 3 clusters Score -954652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -954654.687500 Penalty: 2893.651611
	Iteration 32Q: 3 clusters Score -954654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -954657.500000 Penalty: 2893.651611
	Iteration 33Q: 3 clusters Score -954657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -954658.937500 Penalty: 2893.651611
	Iteration 34Q: 3 clusters Score -954658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -954658.937500 Penalty: 2893.651611
	Iteration 35F: 3 clusters Score -954658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45731.093750 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -45731.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44821.656250 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -44821.66 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45135.324219 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -45135.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45304.472656 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -45304.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45387.703125 Penalty: 1962.307983
	Iteration 3F: 3 clusters Score -45387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45422.906250 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -45422.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45452.292969 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -45452.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45461.621094 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -45461.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45467.167969 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -45467.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45470.417969 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -45470.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45476.214844 Penalty: 1962.307983
	Iteration 9Q: 3 clusters Score -45476.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45478.304688 Penalty: 1962.307983
	Iteration 10Q: 3 clusters Score -45478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45478.304688 Penalty: 1962.307983
	Iteration 11F: 3 clusters Score -45478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (114045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Entering Unmasked Estep 
Score: -14569306.000000 Penalty: 1892.206543
	Iteration 0F: 2 clusters Score -1.456931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -14498387.000000 Penalty: 3784.413086
	Iteration 0F: 3 clusters Score -1.449839e+07 nChanged 54673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -14530839.000000 Penalty: 3784.413086
	Iteration 1F: 3 clusters Score -1.453084e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -14532189.000000 Penalty: 3784.413086
	Iteration 2Q: 3 clusters Score -1.453219e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -14534142.000000 Penalty: 3784.413086
	Iteration 3Q: 3 clusters Score -1.453414e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -14537230.000000 Penalty: 3784.413086
	Iteration 4F: 3 clusters Score -1.453723e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -14541515.000000 Penalty: 3784.413086
	Iteration 5F: 3 clusters Score -1.454152e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -14547357.000000 Penalty: 3784.413086
	Iteration 6F: 3 clusters Score -1.454736e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -14554022.000000 Penalty: 3784.413086
	Iteration 7F: 3 clusters Score -1.455402e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87620 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -14559341.000000 Penalty: 3784.413086
	Iteration 8F: 3 clusters Score -1.455934e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90338 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -14562021.000000 Penalty: 3784.413086
	Iteration 9Q: 3 clusters Score -1.456202e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -14563459.000000 Penalty: 3784.413086
	Iteration 10Q: 3 clusters Score -1.456346e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -14564651.000000 Penalty: 3784.413086
	Iteration 11Q: 3 clusters Score -1.456465e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96069 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -14565691.000000 Penalty: 3784.413086
	Iteration 12Q: 3 clusters Score -1.456569e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -14566676.000000 Penalty: 3784.413086
	Iteration 13Q: 3 clusters Score -1.456668e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -14567480.000000 Penalty: 3784.413086
	Iteration 14Q: 3 clusters Score -1.456748e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -14568085.000000 Penalty: 3784.413086
	Iteration 15Q: 3 clusters Score -1.456808e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -14568594.000000 Penalty: 3784.413086
	Iteration 16Q: 3 clusters Score -1.456859e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -14568956.000000 Penalty: 3784.413086
	Iteration 17Q: 3 clusters Score -1.456896e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -14569344.000000 Penalty: 3784.413086
	Iteration 18Q: 3 clusters Score -1.456934e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -14569706.000000 Penalty: 3784.413086
	Iteration 19Q: 3 clusters Score -1.456971e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106122 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -14569990.000000 Penalty: 3784.413086
	Iteration 20F: 3 clusters Score -1.456999e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -14570172.000000 Penalty: 3784.413086
	Iteration 21Q: 3 clusters Score -1.457017e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107813 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -14570398.000000 Penalty: 3784.413086
	Iteration 22Q: 3 clusters Score -1.45704e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -14570401.000000 Penalty: 3784.413086
	Iteration 23Q: 3 clusters Score -1.45704e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -14570423.000000 Penalty: 3784.413086
	Iteration 24Q: 3 clusters Score -1.457042e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109846 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -14570401.000000 Penalty: 3784.413086
	Iteration 25Q: 3 clusters Score -1.45704e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -14570307.000000 Penalty: 3784.413086
	Iteration 26Q: 3 clusters Score -1.457031e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110755 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -14570195.000000 Penalty: 3784.413086
	Iteration 27Q: 3 clusters Score -1.45702e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111121 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -14570169.000000 Penalty: 3784.413086
	Iteration 28Q: 3 clusters Score -1.457017e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -14570069.000000 Penalty: 3784.413086
	Iteration 29Q: 3 clusters Score -1.457007e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14569983.000000 Penalty: 3784.413086
	Iteration 30Q: 3 clusters Score -1.456998e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -14569897.000000 Penalty: 3784.413086
	Iteration 31Q: 3 clusters Score -1.45699e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111994 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -14569820.000000 Penalty: 3784.413086
	Iteration 32Q: 3 clusters Score -1.456982e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112115 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -14569778.000000 Penalty: 3784.413086
	Iteration 33Q: 3 clusters Score -1.456978e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -14569725.000000 Penalty: 3784.413086
	Iteration 34Q: 3 clusters Score -1.456972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112278 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14569659.000000 Penalty: 3784.413086
	Iteration 35Q: 3 clusters Score -1.456966e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112329 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -14569660.000000 Penalty: 3784.413086
	Iteration 36Q: 3 clusters Score -1.456966e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112360 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -14569649.000000 Penalty: 3784.413086
	Iteration 37Q: 3 clusters Score -1.456965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112380 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -14569633.000000 Penalty: 3784.413086
	Iteration 38Q: 3 clusters Score -1.456963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -14569630.000000 Penalty: 3784.413086
	Iteration 39Q: 3 clusters Score -1.456963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112417 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -14569628.000000 Penalty: 3784.413086
	Iteration 40F: 3 clusters Score -1.456963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112436 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14569616.000000 Penalty: 3784.413086
	Iteration 41Q: 3 clusters Score -1.456962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112454 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -14569596.000000 Penalty: 3784.413086
	Iteration 42Q: 3 clusters Score -1.45696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -14569597.000000 Penalty: 3784.413086
	Iteration 43Q: 3 clusters Score -1.45696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14569581.000000 Penalty: 3784.413086
	Iteration 44Q: 3 clusters Score -1.456958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -14569579.000000 Penalty: 3784.413086
	Iteration 45Q: 3 clusters Score -1.456958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14569574.000000 Penalty: 3784.413086
	Iteration 46Q: 3 clusters Score -1.456957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112505 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -14569566.000000 Penalty: 3784.413086
	Iteration 47Q: 3 clusters Score -1.456957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112507 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -14569564.000000 Penalty: 3784.413086
	Iteration 48Q: 3 clusters Score -1.456956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112509 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -14569558.000000 Penalty: 3784.413086
	Iteration 49Q: 3 clusters Score -1.456956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112510 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -14569552.000000 Penalty: 3784.413086
	Iteration 50Q: 3 clusters Score -1.456955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112512 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -14569548.000000 Penalty: 3784.413086
	Iteration 51Q: 3 clusters Score -1.456955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14569549.000000 Penalty: 3784.413086
	Iteration 52Q: 3 clusters Score -1.456955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112516 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14569552.000000 Penalty: 3784.413086
	Iteration 53Q: 3 clusters Score -1.456955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112517 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -14569551.000000 Penalty: 3784.413086
	Iteration 54Q: 3 clusters Score -1.456955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -14569542.000000 Penalty: 3784.413086
	Iteration 55Q: 3 clusters Score -1.456954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -14569539.000000 Penalty: 3784.413086
	Iteration 56Q: 3 clusters Score -1.456954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -14569539.000000 Penalty: 3784.413086
	Iteration 57Q: 3 clusters Score -1.456954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112522 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14569539.000000 Penalty: 3784.413086
	Iteration 58Q: 3 clusters Score -1.456954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112524 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -14569544.000000 Penalty: 3784.413086
	Iteration 59Q: 3 clusters Score -1.456954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112526 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14569542.000000 Penalty: 3784.413086
	Iteration 60F: 3 clusters Score -1.456954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -14569533.000000 Penalty: 3784.413086
	Iteration 61Q: 3 clusters Score -1.456953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112532 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -14569537.000000 Penalty: 3784.413086
	Iteration 62Q: 3 clusters Score -1.456954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112537 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -14569543.000000 Penalty: 3784.413086
	Iteration 63Q: 3 clusters Score -1.456954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112540 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -14569533.000000 Penalty: 3784.413086
	Iteration 64Q: 3 clusters Score -1.456953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112543 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -14569542.000000 Penalty: 3784.413086
	Iteration 65Q: 3 clusters Score -1.456954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -14569537.000000 Penalty: 3784.413086
	Iteration 66Q: 3 clusters Score -1.456954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -14569537.000000 Penalty: 3784.413086
	Iteration 67F: 3 clusters Score -1.456954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38010 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 109388 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 112544 members 
Mstep: Class 10 contains 18556 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40239 members 
Mstep: Class 16 contains 111089 members 
Mstep: Class 17 contains 33482 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 48319 members 
Mstep: Class 20 contains 3627 members 
Entering Unmasked Estep 
Score: -72822008.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72822128.000000 to -72822008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (18556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Entering Unmasked Estep 
Score: -2328437.500000 Penalty: 1597.139160
	Iteration 0F: 2 clusters Score -2328438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2315708.000000 Penalty: 3194.278320
	Iteration 0F: 3 clusters Score -2315708 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2320319.500000 Penalty: 3194.278320
	Iteration 1F: 3 clusters Score -2320320 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2320573.000000 Penalty: 3194.278320
	Iteration 2Q: 3 clusters Score -2320573 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2320810.000000 Penalty: 3194.278320
	Iteration 3Q: 3 clusters Score -2320810 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2321034.000000 Penalty: 3194.278320
	Iteration 4Q: 3 clusters Score -2321034 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2321269.500000 Penalty: 3194.278320
	Iteration 5Q: 3 clusters Score -2321270 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2321548.750000 Penalty: 3194.278320
	Iteration 6Q: 3 clusters Score -2321549 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2321925.250000 Penalty: 3194.278320
	Iteration 7Q: 3 clusters Score -2321925 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2322454.750000 Penalty: 3194.278320
	Iteration 8Q: 3 clusters Score -2322455 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2323232.500000 Penalty: 3194.278320
	Iteration 9F: 3 clusters Score -2323232 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2324193.250000 Penalty: 3194.278320
	Iteration 10F: 3 clusters Score -2324193 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2325156.250000 Penalty: 3194.278320
	Iteration 11F: 3 clusters Score -2325156 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2325980.500000 Penalty: 3194.278320
	Iteration 12Q: 3 clusters Score -2325980 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2326470.250000 Penalty: 3194.278320
	Iteration 13Q: 3 clusters Score -2326470 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2326743.000000 Penalty: 3194.278320
	Iteration 14Q: 3 clusters Score -2326743 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2326895.250000 Penalty: 3194.278320
	Iteration 15Q: 3 clusters Score -2326895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2326974.750000 Penalty: 3194.278320
	Iteration 16Q: 3 clusters Score -2326975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2327010.000000 Penalty: 3194.278320
	Iteration 17Q: 3 clusters Score -2327010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2327035.250000 Penalty: 3194.278320
	Iteration 18Q: 3 clusters Score -2327035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2327049.000000 Penalty: 3194.278320
	Iteration 19Q: 3 clusters Score -2327049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2327063.000000 Penalty: 3194.278320
	Iteration 20F: 3 clusters Score -2327063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2327070.500000 Penalty: 3194.278320
	Iteration 21Q: 3 clusters Score -2327070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2327071.000000 Penalty: 3194.278320
	Iteration 22Q: 3 clusters Score -2327071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2327075.000000 Penalty: 3194.278320
	Iteration 23Q: 3 clusters Score -2327075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2327074.250000 Penalty: 3194.278320
	Iteration 24Q: 3 clusters Score -2327074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2327076.250000 Penalty: 3194.278320
	Iteration 25Q: 3 clusters Score -2327076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2327080.750000 Penalty: 3194.278320
	Iteration 26Q: 3 clusters Score -2327081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2327080.500000 Penalty: 3194.278320
	Iteration 27Q: 3 clusters Score -2327080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2327080.500000 Penalty: 3194.278320
	Iteration 28F: 3 clusters Score -2327080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -59165.839844 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -59165.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58064.382812 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -58064.38 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58258.691406 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -58258.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58349.714844 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -58349.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58392.441406 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -58392.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58425.515625 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -58425.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58437.265625 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -58437.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -58440.550781 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -58440.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58446.933594 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -58446.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58450.773438 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -58450.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58453.445312 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -58453.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58456.621094 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -58456.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58457.703125 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -58457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58459.187500 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -58459.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58466.957031 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -58466.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58471.492188 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -58471.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58472.230469 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -58472.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58472.230469 Penalty: 2053.078613
	Iteration 16F: 3 clusters Score -58472.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -52847.574219 Penalty: 941.364685
	Iteration 0F: 2 clusters Score -52847.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51920.210938 Penalty: 1882.729370
	Iteration 0F: 3 clusters Score -51920.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52017.664062 Penalty: 1882.729370
	Iteration 1F: 3 clusters Score -52017.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52041.351562 Penalty: 1882.729370
	Iteration 2Q: 3 clusters Score -52041.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52058.687500 Penalty: 1882.729370
	Iteration 3Q: 3 clusters Score -52058.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52066.941406 Penalty: 1882.729370
	Iteration 4Q: 3 clusters Score -52066.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52068.968750 Penalty: 1882.729370
	Iteration 5Q: 3 clusters Score -52068.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52070.523438 Penalty: 1882.729370
	Iteration 6Q: 3 clusters Score -52070.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52071.671875 Penalty: 1882.729370
	Iteration 7Q: 3 clusters Score -52071.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52073.984375 Penalty: 1882.729370
	Iteration 8Q: 3 clusters Score -52073.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52073.984375 Penalty: 1882.729370
	Iteration 9F: 3 clusters Score -52073.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -35056.484375 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -35056.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34128.390625 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -34128.39 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34384.382812 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -34384.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34542.554688 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -34542.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34635.429688 Penalty: 1944.779297
	Iteration 3F: 3 clusters Score -34635.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34682.734375 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -34682.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34703.476562 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -34703.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34731.820312 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -34731.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34751.175781 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -34751.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34764.566406 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -34764.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34767.644531 Penalty: 1944.779297
	Iteration 9Q: 3 clusters Score -34767.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34767.644531 Penalty: 1944.779297
	Iteration 10F: 3 clusters Score -34767.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -31797.183594 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -31797.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30952.595703 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -30952.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31099.048828 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -31099.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31137.318359 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -31137.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31156.371094 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -31156.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31177.982422 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -31177.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -31197.673828 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -31197.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31221.251953 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -31221.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -31237.013672 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -31237.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31240.712891 Penalty: 1883.718750
	Iteration 8Q: 3 clusters Score -31240.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -31254.183594 Penalty: 1883.718750
	Iteration 9Q: 3 clusters Score -31254.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31262.525391 Penalty: 1883.718750
	Iteration 10Q: 3 clusters Score -31262.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31272.253906 Penalty: 1883.718750
	Iteration 11Q: 3 clusters Score -31272.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31307.822266 Penalty: 1883.718750
	Iteration 12Q: 3 clusters Score -31307.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31312.517578 Penalty: 1883.718750
	Iteration 13Q: 3 clusters Score -31312.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -31316.234375 Penalty: 1883.718750
	Iteration 14Q: 3 clusters Score -31316.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -31321.279297 Penalty: 1883.718750
	Iteration 15Q: 3 clusters Score -31321.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31330.833984 Penalty: 1883.718750
	Iteration 16Q: 3 clusters Score -31330.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31332.923828 Penalty: 1883.718750
	Iteration 17Q: 3 clusters Score -31332.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31332.923828 Penalty: 1883.718750
	Iteration 18F: 3 clusters Score -31332.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Entering Unmasked Estep 
Score: -5179629.000000 Penalty: 1722.921143
	Iteration 0F: 2 clusters Score -5179629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5152845.500000 Penalty: 3445.842285
	Iteration 0F: 3 clusters Score -5152846 nChanged 18663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -5163322.000000 Penalty: 3445.842285
	Iteration 1F: 3 clusters Score -5163322 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -5163910.000000 Penalty: 3445.842285
	Iteration 2Q: 3 clusters Score -5163910 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5164646.500000 Penalty: 3445.842285
	Iteration 3Q: 3 clusters Score -5164646 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5165789.000000 Penalty: 3445.842285
	Iteration 4F: 3 clusters Score -5165789 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -5167442.000000 Penalty: 3445.842285
	Iteration 5F: 3 clusters Score -5167442 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -5169802.500000 Penalty: 3445.842285
	Iteration 6F: 3 clusters Score -5169802 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -5172495.500000 Penalty: 3445.842285
	Iteration 7F: 3 clusters Score -5172496 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5174864.500000 Penalty: 3445.842285
	Iteration 8F: 3 clusters Score -5174864 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5176324.500000 Penalty: 3445.842285
	Iteration 9Q: 3 clusters Score -5176324 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5177127.500000 Penalty: 3445.842285
	Iteration 10Q: 3 clusters Score -5177128 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5177524.000000 Penalty: 3445.842285
	Iteration 11Q: 3 clusters Score -5177524 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5177728.000000 Penalty: 3445.842285
	Iteration 12Q: 3 clusters Score -5177728 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5177858.000000 Penalty: 3445.842285
	Iteration 13Q: 3 clusters Score -5177858 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5177966.500000 Penalty: 3445.842285
	Iteration 14Q: 3 clusters Score -5177966 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5178031.000000 Penalty: 3445.842285
	Iteration 15Q: 3 clusters Score -5178031 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5178075.500000 Penalty: 3445.842285
	Iteration 16Q: 3 clusters Score -5178076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5178117.500000 Penalty: 3445.842285
	Iteration 17Q: 3 clusters Score -5178118 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5178167.000000 Penalty: 3445.842285
	Iteration 18Q: 3 clusters Score -5178167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5178198.500000 Penalty: 3445.842285
	Iteration 19Q: 3 clusters Score -5178198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5178240.000000 Penalty: 3445.842285
	Iteration 20F: 3 clusters Score -5178240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5178257.500000 Penalty: 3445.842285
	Iteration 21Q: 3 clusters Score -5178258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5178275.000000 Penalty: 3445.842285
	Iteration 22Q: 3 clusters Score -5178275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5178295.000000 Penalty: 3445.842285
	Iteration 23Q: 3 clusters Score -5178295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5178301.500000 Penalty: 3445.842285
	Iteration 24Q: 3 clusters Score -5178302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5178308.000000 Penalty: 3445.842285
	Iteration 25Q: 3 clusters Score -5178308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5178329.500000 Penalty: 3445.842285
	Iteration 26Q: 3 clusters Score -5178330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5178341.500000 Penalty: 3445.842285
	Iteration 27Q: 3 clusters Score -5178342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5178353.500000 Penalty: 3445.842285
	Iteration 28Q: 3 clusters Score -5178354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5178356.500000 Penalty: 3445.842285
	Iteration 29Q: 3 clusters Score -5178356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5178359.000000 Penalty: 3445.842285
	Iteration 30Q: 3 clusters Score -5178359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5178361.500000 Penalty: 3445.842285
	Iteration 31Q: 3 clusters Score -5178362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5178366.500000 Penalty: 3445.842285
	Iteration 32Q: 3 clusters Score -5178366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5178369.500000 Penalty: 3445.842285
	Iteration 33Q: 3 clusters Score -5178370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5178378.000000 Penalty: 3445.842285
	Iteration 34Q: 3 clusters Score -5178378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5178379.500000 Penalty: 3445.842285
	Iteration 35Q: 3 clusters Score -5178380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5178376.500000 Penalty: 3445.842285
	Iteration 36Q: 3 clusters Score -5178376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5178380.500000 Penalty: 3445.842285
	Iteration 37Q: 3 clusters Score -5178380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5178381.500000 Penalty: 3445.842285
	Iteration 38Q: 3 clusters Score -5178382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5178386.500000 Penalty: 3445.842285
	Iteration 39Q: 3 clusters Score -5178386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5178392.500000 Penalty: 3445.842285
	Iteration 40F: 3 clusters Score -5178392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5178391.000000 Penalty: 3445.842285
	Iteration 41Q: 3 clusters Score -5178391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5178394.500000 Penalty: 3445.842285
	Iteration 42Q: 3 clusters Score -5178394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5178395.000000 Penalty: 3445.842285
	Iteration 43Q: 3 clusters Score -5178395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5178392.000000 Penalty: 3445.842285
	Iteration 44Q: 3 clusters Score -5178392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5178390.000000 Penalty: 3445.842285
	Iteration 45Q: 3 clusters Score -5178390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5178394.000000 Penalty: 3445.842285
	Iteration 46Q: 3 clusters Score -5178394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5178388.000000 Penalty: 3445.842285
	Iteration 47Q: 3 clusters Score -5178388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5178393.000000 Penalty: 3445.842285
	Iteration 48Q: 3 clusters Score -5178393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5178394.000000 Penalty: 3445.842285
	Iteration 49Q: 3 clusters Score -5178394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5178400.000000 Penalty: 3445.842285
	Iteration 50Q: 3 clusters Score -5178400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5178400.500000 Penalty: 3445.842285
	Iteration 51Q: 3 clusters Score -5178400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5178402.000000 Penalty: 3445.842285
	Iteration 52Q: 3 clusters Score -5178402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5178402.000000 Penalty: 3445.842285
	Iteration 53F: 3 clusters Score -5178402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (111089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111089 members 
Entering Unmasked Estep 
Score: -14127587.000000 Penalty: 1887.939087
	Iteration 0F: 2 clusters Score -1.412759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -14055228.000000 Penalty: 3775.878174
	Iteration 0F: 3 clusters Score -1.405523e+07 nChanged 53101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -14086195.000000 Penalty: 3775.878174
	Iteration 1F: 3 clusters Score -1.40862e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -14087503.000000 Penalty: 3775.878174
	Iteration 2Q: 3 clusters Score -1.40875e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -14089366.000000 Penalty: 3775.878174
	Iteration 3Q: 3 clusters Score -1.408937e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -14092703.000000 Penalty: 3775.878174
	Iteration 4F: 3 clusters Score -1.40927e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -14099151.000000 Penalty: 3775.878174
	Iteration 5F: 3 clusters Score -1.409915e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -14108628.000000 Penalty: 3775.878174
	Iteration 6F: 3 clusters Score -1.410863e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -14118552.000000 Penalty: 3775.878174
	Iteration 7F: 3 clusters Score -1.411855e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -14123957.000000 Penalty: 3775.878174
	Iteration 8F: 3 clusters Score -1.412396e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14125480.000000 Penalty: 3775.878174
	Iteration 9Q: 3 clusters Score -1.412548e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110845 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14125787.000000 Penalty: 3775.878174
	Iteration 10Q: 3 clusters Score -1.412579e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14125898.000000 Penalty: 3775.878174
	Iteration 11Q: 3 clusters Score -1.41259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110954 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14125930.000000 Penalty: 3775.878174
	Iteration 12Q: 3 clusters Score -1.412593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14125946.000000 Penalty: 3775.878174
	Iteration 13Q: 3 clusters Score -1.412595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14125935.000000 Penalty: 3775.878174
	Iteration 14Q: 3 clusters Score -1.412594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14125950.000000 Penalty: 3775.878174
	Iteration 15Q: 3 clusters Score -1.412595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14125954.000000 Penalty: 3775.878174
	Iteration 16Q: 3 clusters Score -1.412595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14125961.000000 Penalty: 3775.878174
	Iteration 17Q: 3 clusters Score -1.412596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14125968.000000 Penalty: 3775.878174
	Iteration 18Q: 3 clusters Score -1.412597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14125976.000000 Penalty: 3775.878174
	Iteration 19Q: 3 clusters Score -1.412598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14125985.000000 Penalty: 3775.878174
	Iteration 20F: 3 clusters Score -1.412598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14125985.000000 Penalty: 3775.878174
	Iteration 21Q: 3 clusters Score -1.412598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14125983.000000 Penalty: 3775.878174
	Iteration 22Q: 3 clusters Score -1.412598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14125981.000000 Penalty: 3775.878174
	Iteration 23Q: 3 clusters Score -1.412598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14125986.000000 Penalty: 3775.878174
	Iteration 24Q: 3 clusters Score -1.412599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14125984.000000 Penalty: 3775.878174
	Iteration 25Q: 3 clusters Score -1.412598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14125984.000000 Penalty: 3775.878174
	Iteration 26F: 3 clusters Score -1.412598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Entering Unmasked Estep 
Score: -4266577.000000 Penalty: 1693.049072
	Iteration 0F: 2 clusters Score -4266577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4244056.500000 Penalty: 3386.098145
	Iteration 0F: 3 clusters Score -4244056 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4252631.000000 Penalty: 3386.098145
	Iteration 1F: 3 clusters Score -4252631 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4253012.500000 Penalty: 3386.098145
	Iteration 2Q: 3 clusters Score -4253012 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4253427.500000 Penalty: 3386.098145
	Iteration 3Q: 3 clusters Score -4253428 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4253841.500000 Penalty: 3386.098145
	Iteration 4Q: 3 clusters Score -4253842 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4254299.000000 Penalty: 3386.098145
	Iteration 5Q: 3 clusters Score -4254299 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4254816.000000 Penalty: 3386.098145
	Iteration 6Q: 3 clusters Score -4254816 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4255555.000000 Penalty: 3386.098145
	Iteration 7Q: 3 clusters Score -4255555 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4256472.500000 Penalty: 3386.098145
	Iteration 8Q: 3 clusters Score -4256472 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4257574.000000 Penalty: 3386.098145
	Iteration 9F: 3 clusters Score -4257574 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -4258764.500000 Penalty: 3386.098145
	Iteration 10F: 3 clusters Score -4258764 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4259924.500000 Penalty: 3386.098145
	Iteration 11Q: 3 clusters Score -4259924 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4260742.000000 Penalty: 3386.098145
	Iteration 12Q: 3 clusters Score -4260742 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4261159.500000 Penalty: 3386.098145
	Iteration 13Q: 3 clusters Score -4261160 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4261433.000000 Penalty: 3386.098145
	Iteration 14Q: 3 clusters Score -4261433 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4261644.500000 Penalty: 3386.098145
	Iteration 15Q: 3 clusters Score -4261644 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4261854.500000 Penalty: 3386.098145
	Iteration 16Q: 3 clusters Score -4261854 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -4262046.500000 Penalty: 3386.098145
	Iteration 17Q: 3 clusters Score -4262046 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -4262277.000000 Penalty: 3386.098145
	Iteration 18Q: 3 clusters Score -4262277 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -4262508.000000 Penalty: 3386.098145
	Iteration 19Q: 3 clusters Score -4262508 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -4262739.000000 Penalty: 3386.098145
	Iteration 20F: 3 clusters Score -4262739 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -4262982.000000 Penalty: 3386.098145
	Iteration 21Q: 3 clusters Score -4262982 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4263228.000000 Penalty: 3386.098145
	Iteration 22Q: 3 clusters Score -4263228 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4263436.000000 Penalty: 3386.098145
	Iteration 23Q: 3 clusters Score -4263436 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4263662.500000 Penalty: 3386.098145
	Iteration 24Q: 3 clusters Score -4263662 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4263865.500000 Penalty: 3386.098145
	Iteration 25Q: 3 clusters Score -4263866 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -4264092.000000 Penalty: 3386.098145
	Iteration 26Q: 3 clusters Score -4264092 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4264292.500000 Penalty: 3386.098145
	Iteration 27Q: 3 clusters Score -4264292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4264457.500000 Penalty: 3386.098145
	Iteration 28Q: 3 clusters Score -4264458 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4264619.000000 Penalty: 3386.098145
	Iteration 29Q: 3 clusters Score -4264619 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4264735.500000 Penalty: 3386.098145
	Iteration 30Q: 3 clusters Score -4264736 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4264829.500000 Penalty: 3386.098145
	Iteration 31Q: 3 clusters Score -4264830 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4264874.000000 Penalty: 3386.098145
	Iteration 32Q: 3 clusters Score -4264874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4264923.500000 Penalty: 3386.098145
	Iteration 33Q: 3 clusters Score -4264924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4264970.000000 Penalty: 3386.098145
	Iteration 34Q: 3 clusters Score -4264970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4265010.500000 Penalty: 3386.098145
	Iteration 35Q: 3 clusters Score -4265010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4265042.500000 Penalty: 3386.098145
	Iteration 36Q: 3 clusters Score -4265042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4265062.000000 Penalty: 3386.098145
	Iteration 37Q: 3 clusters Score -4265062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4265083.500000 Penalty: 3386.098145
	Iteration 38Q: 3 clusters Score -4265084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4265096.500000 Penalty: 3386.098145
	Iteration 39Q: 3 clusters Score -4265096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4265112.500000 Penalty: 3386.098145
	Iteration 40F: 3 clusters Score -4265112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4265126.000000 Penalty: 3386.098145
	Iteration 41Q: 3 clusters Score -4265126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4265135.500000 Penalty: 3386.098145
	Iteration 42Q: 3 clusters Score -4265136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4265149.000000 Penalty: 3386.098145
	Iteration 43Q: 3 clusters Score -4265149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4265167.000000 Penalty: 3386.098145
	Iteration 44Q: 3 clusters Score -4265167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -4265182.000000 Penalty: 3386.098145
	Iteration 45Q: 3 clusters Score -4265182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4265190.500000 Penalty: 3386.098145
	Iteration 46Q: 3 clusters Score -4265190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4265205.500000 Penalty: 3386.098145
	Iteration 47Q: 3 clusters Score -4265206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4265201.500000 Penalty: 3386.098145
	Iteration 48Q: 3 clusters Score -4265202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4265210.000000 Penalty: 3386.098145
	Iteration 49Q: 3 clusters Score -4265210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4265212.000000 Penalty: 3386.098145
	Iteration 50Q: 3 clusters Score -4265212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4265220.500000 Penalty: 3386.098145
	Iteration 51Q: 3 clusters Score -4265220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4265235.500000 Penalty: 3386.098145
	Iteration 52Q: 3 clusters Score -4265236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4265234.500000 Penalty: 3386.098145
	Iteration 53Q: 3 clusters Score -4265234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4265242.500000 Penalty: 3386.098145
	Iteration 54Q: 3 clusters Score -4265242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4265244.500000 Penalty: 3386.098145
	Iteration 55Q: 3 clusters Score -4265244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4265244.000000 Penalty: 3386.098145
	Iteration 56Q: 3 clusters Score -4265244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4265245.500000 Penalty: 3386.098145
	Iteration 57Q: 3 clusters Score -4265246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4265249.500000 Penalty: 3386.098145
	Iteration 58Q: 3 clusters Score -4265250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4265249.500000 Penalty: 3386.098145
	Iteration 59Q: 3 clusters Score -4265250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4265252.000000 Penalty: 3386.098145
	Iteration 60F: 3 clusters Score -4265252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -4265250.000000 Penalty: 3386.098145
	Iteration 61Q: 3 clusters Score -4265250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4265250.500000 Penalty: 3386.098145
	Iteration 62Q: 3 clusters Score -4265250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4265250.000000 Penalty: 3386.098145
	Iteration 63Q: 3 clusters Score -4265250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4265250.000000 Penalty: 3386.098145
	Iteration 64F: 3 clusters Score -4265250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Entering Unmasked Estep 
Score: -6206907.500000 Penalty: 1752.656738
	Iteration 0F: 2 clusters Score -6206908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -6174575.000000 Penalty: 3505.313477
	Iteration 0F: 3 clusters Score -6174575 nChanged 22695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -6187418.000000 Penalty: 3505.313477
	Iteration 1F: 3 clusters Score -6187418 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -6187973.500000 Penalty: 3505.313477
	Iteration 2Q: 3 clusters Score -6187974 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -6188720.000000 Penalty: 3505.313477
	Iteration 3Q: 3 clusters Score -6188720 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -6190017.000000 Penalty: 3505.313477
	Iteration 4F: 3 clusters Score -6190017 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -6192138.500000 Penalty: 3505.313477
	Iteration 5F: 3 clusters Score -6192138 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -6195374.000000 Penalty: 3505.313477
	Iteration 6F: 3 clusters Score -6195374 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -6199041.500000 Penalty: 3505.313477
	Iteration 7F: 3 clusters Score -6199042 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -6201945.500000 Penalty: 3505.313477
	Iteration 8F: 3 clusters Score -6201946 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6203598.500000 Penalty: 3505.313477
	Iteration 9Q: 3 clusters Score -6203598 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6204452.000000 Penalty: 3505.313477
	Iteration 10Q: 3 clusters Score -6204452 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6204848.500000 Penalty: 3505.313477
	Iteration 11Q: 3 clusters Score -6204848 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6205056.500000 Penalty: 3505.313477
	Iteration 12Q: 3 clusters Score -6205056 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6205172.000000 Penalty: 3505.313477
	Iteration 13Q: 3 clusters Score -6205172 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6205258.500000 Penalty: 3505.313477
	Iteration 14Q: 3 clusters Score -6205258 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6205330.000000 Penalty: 3505.313477
	Iteration 15Q: 3 clusters Score -6205330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6205389.500000 Penalty: 3505.313477
	Iteration 16Q: 3 clusters Score -6205390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6205420.000000 Penalty: 3505.313477
	Iteration 17Q: 3 clusters Score -6205420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6205439.000000 Penalty: 3505.313477
	Iteration 18Q: 3 clusters Score -6205439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6205438.500000 Penalty: 3505.313477
	Iteration 19Q: 3 clusters Score -6205438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6205445.000000 Penalty: 3505.313477
	Iteration 20F: 3 clusters Score -6205445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6205435.500000 Penalty: 3505.313477
	Iteration 21Q: 3 clusters Score -6205436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6205456.000000 Penalty: 3505.313477
	Iteration 22Q: 3 clusters Score -6205456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6205459.000000 Penalty: 3505.313477
	Iteration 23Q: 3 clusters Score -6205459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6205460.500000 Penalty: 3505.313477
	Iteration 24Q: 3 clusters Score -6205460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6205457.000000 Penalty: 3505.313477
	Iteration 25Q: 3 clusters Score -6205457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6205456.000000 Penalty: 3505.313477
	Iteration 26Q: 3 clusters Score -6205456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6205454.000000 Penalty: 3505.313477
	Iteration 27Q: 3 clusters Score -6205454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6205453.500000 Penalty: 3505.313477
	Iteration 28Q: 3 clusters Score -6205454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6205467.500000 Penalty: 3505.313477
	Iteration 29Q: 3 clusters Score -6205468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6205468.500000 Penalty: 3505.313477
	Iteration 30Q: 3 clusters Score -6205468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6205480.000000 Penalty: 3505.313477
	Iteration 31Q: 3 clusters Score -6205480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6205492.000000 Penalty: 3505.313477
	Iteration 32Q: 3 clusters Score -6205492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6205488.500000 Penalty: 3505.313477
	Iteration 33Q: 3 clusters Score -6205488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6205487.500000 Penalty: 3505.313477
	Iteration 34Q: 3 clusters Score -6205488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6205484.500000 Penalty: 3505.313477
	Iteration 35Q: 3 clusters Score -6205484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6205481.500000 Penalty: 3505.313477
	Iteration 36Q: 3 clusters Score -6205482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6205486.500000 Penalty: 3505.313477
	Iteration 37Q: 3 clusters Score -6205486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6205489.000000 Penalty: 3505.313477
	Iteration 38Q: 3 clusters Score -6205489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6205489.500000 Penalty: 3505.313477
	Iteration 39Q: 3 clusters Score -6205490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6205489.500000 Penalty: 3505.313477
	Iteration 40F: 3 clusters Score -6205490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6205497.500000 Penalty: 3505.313477
	Iteration 41Q: 3 clusters Score -6205498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6205503.000000 Penalty: 3505.313477
	Iteration 42Q: 3 clusters Score -6205503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6205508.000000 Penalty: 3505.313477
	Iteration 43Q: 3 clusters Score -6205508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6205509.000000 Penalty: 3505.313477
	Iteration 44Q: 3 clusters Score -6205509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6205505.500000 Penalty: 3505.313477
	Iteration 45Q: 3 clusters Score -6205506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6205508.500000 Penalty: 3505.313477
	Iteration 46Q: 3 clusters Score -6205508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6205513.000000 Penalty: 3505.313477
	Iteration 47Q: 3 clusters Score -6205513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6205516.000000 Penalty: 3505.313477
	Iteration 48Q: 3 clusters Score -6205516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6205516.000000 Penalty: 3505.313477
	Iteration 49Q: 3 clusters Score -6205516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6205522.500000 Penalty: 3505.313477
	Iteration 50Q: 3 clusters Score -6205522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6205520.500000 Penalty: 3505.313477
	Iteration 51Q: 3 clusters Score -6205520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6205520.000000 Penalty: 3505.313477
	Iteration 52Q: 3 clusters Score -6205520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6205520.000000 Penalty: 3505.313477
	Iteration 53F: 3 clusters Score -6205520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -443715.375000 Penalty: 1331.876221
	Iteration 0F: 2 clusters Score -443715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -440556.312500 Penalty: 2663.752441
	Iteration 0F: 3 clusters Score -440556.3 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -441312.531250 Penalty: 2663.752441
	Iteration 1F: 3 clusters Score -441312.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -441503.750000 Penalty: 2663.752441
	Iteration 2F: 3 clusters Score -441503.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -441633.437500 Penalty: 2663.752441
	Iteration 3F: 3 clusters Score -441633.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -441728.875000 Penalty: 2663.752441
	Iteration 4Q: 3 clusters Score -441728.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -441800.718750 Penalty: 2663.752441
	Iteration 5Q: 3 clusters Score -441800.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -441879.437500 Penalty: 2663.752441
	Iteration 6Q: 3 clusters Score -441879.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -441949.968750 Penalty: 2663.752441
	Iteration 7Q: 3 clusters Score -441950 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -442008.062500 Penalty: 2663.752441
	Iteration 8Q: 3 clusters Score -442008.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -442053.906250 Penalty: 2663.752441
	Iteration 9Q: 3 clusters Score -442053.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -442101.906250 Penalty: 2663.752441
	Iteration 10Q: 3 clusters Score -442101.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -442149.781250 Penalty: 2663.752441
	Iteration 11Q: 3 clusters Score -442149.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -442195.375000 Penalty: 2663.752441
	Iteration 12Q: 3 clusters Score -442195.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -442261.531250 Penalty: 2663.752441
	Iteration 13Q: 3 clusters Score -442261.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -442335.562500 Penalty: 2663.752441
	Iteration 14Q: 3 clusters Score -442335.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -442416.656250 Penalty: 2663.752441
	Iteration 15Q: 3 clusters Score -442416.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -442490.687500 Penalty: 2663.752441
	Iteration 16Q: 3 clusters Score -442490.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -442572.375000 Penalty: 2663.752441
	Iteration 17Q: 3 clusters Score -442572.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -442664.562500 Penalty: 2663.752441
	Iteration 18Q: 3 clusters Score -442664.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -442745.375000 Penalty: 2663.752441
	Iteration 19Q: 3 clusters Score -442745.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -442813.937500 Penalty: 2663.752441
	Iteration 20F: 3 clusters Score -442813.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -442869.843750 Penalty: 2663.752441
	Iteration 21Q: 3 clusters Score -442869.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -442936.875000 Penalty: 2663.752441
	Iteration 22Q: 3 clusters Score -442936.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -443001.093750 Penalty: 2663.752441
	Iteration 23Q: 3 clusters Score -443001.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -443055.093750 Penalty: 2663.752441
	Iteration 24Q: 3 clusters Score -443055.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -443120.968750 Penalty: 2663.752441
	Iteration 25Q: 3 clusters Score -443121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -443212.343750 Penalty: 2663.752441
	Iteration 26Q: 3 clusters Score -443212.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -443311.531250 Penalty: 2663.752441
	Iteration 27Q: 3 clusters Score -443311.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -443390.312500 Penalty: 2663.752441
	Iteration 28Q: 3 clusters Score -443390.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -443446.843750 Penalty: 2663.752441
	Iteration 29Q: 3 clusters Score -443446.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -443481.968750 Penalty: 2663.752441
	Iteration 30Q: 3 clusters Score -443482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -443501.093750 Penalty: 2663.752441
	Iteration 31Q: 3 clusters Score -443501.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -443509.875000 Penalty: 2663.752441
	Iteration 32Q: 3 clusters Score -443509.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -443514.125000 Penalty: 2663.752441
	Iteration 33Q: 3 clusters Score -443514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -443516.937500 Penalty: 2663.752441
	Iteration 34Q: 3 clusters Score -443516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -443518.375000 Penalty: 2663.752441
	Iteration 35Q: 3 clusters Score -443518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -443518.812500 Penalty: 2663.752441
	Iteration 36Q: 3 clusters Score -443518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -443519.000000 Penalty: 2663.752441
	Iteration 37Q: 3 clusters Score -443519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -443519.000000 Penalty: 2663.752441
	Iteration 38F: 3 clusters Score -443519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38010 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 109388 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114045 members 
Mstep: Class 10 contains 18556 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40239 members 
Mstep: Class 16 contains 111089 members 
Mstep: Class 17 contains 33482 members 
Mstep: Class 19 contains 48319 members 
Mstep: Class 20 contains 3627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822128.000000 Penalty: 40969.332031
Iteration 279Q: 20 clusters Score -7.282213e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38026 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 109391 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114045 members 
Mstep: Class 10 contains 18554 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40243 members 
Mstep: Class 16 contains 111079 members 
Mstep: Class 17 contains 33487 members 
Mstep: Class 19 contains 48312 members 
Mstep: Class 20 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822160.000000 Penalty: 40969.332031
Iteration 280F: 20 clusters Score -7.282216e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38036 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 109394 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114040 members 
Mstep: Class 10 contains 18553 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40245 members 
Mstep: Class 16 contains 111074 members 
Mstep: Class 17 contains 33496 members 
Mstep: Class 19 contains 48308 members 
Mstep: Class 20 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822248.000000 Penalty: 40969.332031
Iteration 281Q: 20 clusters Score -7.282225e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38051 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109392 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114040 members 
Mstep: Class 10 contains 18550 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40254 members 
Mstep: Class 16 contains 111065 members 
Mstep: Class 17 contains 33505 members 
Mstep: Class 19 contains 48300 members 
Mstep: Class 20 contains 3623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822224.000000 Penalty: 40969.332031
Iteration 282Q: 20 clusters Score -7.282222e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38064 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109393 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114037 members 
Mstep: Class 10 contains 18548 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40261 members 
Mstep: Class 16 contains 111056 members 
Mstep: Class 17 contains 33519 members 
Mstep: Class 19 contains 48295 members 
Mstep: Class 20 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822312.000000 Penalty: 40969.332031
Iteration 283Q: 20 clusters Score -7.282231e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38076 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109395 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114022 members 
Mstep: Class 10 contains 18546 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 111036 members 
Mstep: Class 17 contains 33534 members 
Mstep: Class 19 contains 48292 members 
Mstep: Class 20 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822272.000000 Penalty: 40969.332031
Iteration 284Q: 20 clusters Score -7.282227e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38086 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109397 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114022 members 
Mstep: Class 10 contains 18544 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 111022 members 
Mstep: Class 17 contains 33541 members 
Mstep: Class 19 contains 48281 members 
Mstep: Class 20 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822352.000000 Penalty: 40969.332031
Iteration 285Q: 20 clusters Score -7.282235e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38097 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109395 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114020 members 
Mstep: Class 10 contains 18540 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40295 members 
Mstep: Class 16 contains 111013 members 
Mstep: Class 17 contains 33549 members 
Mstep: Class 19 contains 48280 members 
Mstep: Class 20 contains 3621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822392.000000 Penalty: 40969.332031
Iteration 286Q: 20 clusters Score -7.282239e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38103 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109397 members 
Mstep: Class 7 contains 7360 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114021 members 
Mstep: Class 10 contains 18540 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40304 members 
Mstep: Class 16 contains 111010 members 
Mstep: Class 17 contains 33552 members 
Mstep: Class 19 contains 48271 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822432.000000 Penalty: 40969.332031
Iteration 287Q: 20 clusters Score -7.282243e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38119 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109398 members 
Mstep: Class 7 contains 7360 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114023 members 
Mstep: Class 10 contains 18538 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40314 members 
Mstep: Class 16 contains 111008 members 
Mstep: Class 17 contains 33552 members 
Mstep: Class 19 contains 48256 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822352.000000 Penalty: 40969.332031
Iteration 288Q: 20 clusters Score -7.282235e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38125 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109399 members 
Mstep: Class 7 contains 7360 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114023 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40323 members 
Mstep: Class 16 contains 111009 members 
Mstep: Class 17 contains 33554 members 
Mstep: Class 19 contains 48249 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822440.000000 Penalty: 40969.332031
Iteration 289Q: 20 clusters Score -7.282244e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38136 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 109400 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114027 members 
Mstep: Class 10 contains 18534 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40326 members 
Mstep: Class 16 contains 111005 members 
Mstep: Class 17 contains 33554 members 
Mstep: Class 19 contains 48244 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822384.000000 Penalty: 40969.332031
Iteration 290Q: 20 clusters Score -7.282238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38141 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109400 members 
Mstep: Class 7 contains 7360 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114027 members 
Mstep: Class 10 contains 18533 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40330 members 
Mstep: Class 16 contains 111016 members 
Mstep: Class 17 contains 33554 members 
Mstep: Class 19 contains 48238 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822376.000000 Penalty: 40969.332031
Iteration 291Q: 20 clusters Score -7.282238e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38146 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109400 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114023 members 
Mstep: Class 10 contains 18531 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40332 members 
Mstep: Class 16 contains 111026 members 
Mstep: Class 17 contains 33554 members 
Mstep: Class 19 contains 48237 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822296.000000 Penalty: 40969.332031
Iteration 292Q: 20 clusters Score -7.28223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38156 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109401 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114022 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40327 members 
Mstep: Class 16 contains 111037 members 
Mstep: Class 17 contains 33554 members 
Mstep: Class 19 contains 48233 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822336.000000 Penalty: 40969.332031
Iteration 293Q: 20 clusters Score -7.282234e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38163 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109404 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114025 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40321 members 
Mstep: Class 16 contains 111044 members 
Mstep: Class 17 contains 33555 members 
Mstep: Class 19 contains 48228 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822320.000000 Penalty: 40969.332031
Iteration 294Q: 20 clusters Score -7.282232e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38173 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109407 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114029 members 
Mstep: Class 10 contains 18517 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40315 members 
Mstep: Class 16 contains 111042 members 
Mstep: Class 17 contains 33559 members 
Mstep: Class 19 contains 48222 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822248.000000 Penalty: 40969.332031
Iteration 295Q: 20 clusters Score -7.282225e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38186 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109409 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114033 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40308 members 
Mstep: Class 16 contains 111038 members 
Mstep: Class 17 contains 33564 members 
Mstep: Class 19 contains 48217 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822256.000000 Penalty: 40969.332031
Iteration 296Q: 20 clusters Score -7.282226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38198 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109411 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114034 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40305 members 
Mstep: Class 16 contains 111036 members 
Mstep: Class 17 contains 33569 members 
Mstep: Class 19 contains 48212 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822288.000000 Penalty: 40969.332031
Iteration 297Q: 20 clusters Score -7.282229e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38210 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109412 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114037 members 
Mstep: Class 10 contains 18511 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40297 members 
Mstep: Class 16 contains 111038 members 
Mstep: Class 17 contains 33571 members 
Mstep: Class 19 contains 48208 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822288.000000 Penalty: 40969.332031
Iteration 298Q: 20 clusters Score -7.282229e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38215 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109411 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114039 members 
Mstep: Class 10 contains 18509 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40294 members 
Mstep: Class 16 contains 111040 members 
Mstep: Class 17 contains 33576 members 
Mstep: Class 19 contains 48205 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822320.000000 Penalty: 40969.332031
Iteration 299Q: 20 clusters Score -7.282232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38219 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109410 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114044 members 
Mstep: Class 10 contains 18506 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40294 members 
Mstep: Class 16 contains 111044 members 
Mstep: Class 17 contains 33579 members 
Mstep: Class 19 contains 48202 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822344.000000 Penalty: 40969.332031
Iteration 300F: 20 clusters Score -7.282234e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38224 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109410 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114045 members 
Mstep: Class 10 contains 18505 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40291 members 
Mstep: Class 16 contains 111038 members 
Mstep: Class 17 contains 33582 members 
Mstep: Class 19 contains 48199 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822384.000000 Penalty: 40969.332031
Iteration 301Q: 20 clusters Score -7.282238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38228 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 109408 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114046 members 
Mstep: Class 10 contains 18503 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40292 members 
Mstep: Class 16 contains 111037 members 
Mstep: Class 17 contains 33583 members 
Mstep: Class 19 contains 48194 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822360.000000 Penalty: 40969.332031
Iteration 302Q: 20 clusters Score -7.282236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38231 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109407 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114051 members 
Mstep: Class 10 contains 18503 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 111038 members 
Mstep: Class 17 contains 33584 members 
Mstep: Class 19 contains 48190 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822376.000000 Penalty: 40969.332031
Iteration 303Q: 20 clusters Score -7.282238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38232 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109407 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114052 members 
Mstep: Class 10 contains 18504 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 111039 members 
Mstep: Class 17 contains 33584 members 
Mstep: Class 19 contains 48187 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822368.000000 Penalty: 40969.332031
Iteration 304Q: 20 clusters Score -7.282237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38235 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109407 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114054 members 
Mstep: Class 10 contains 18504 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 111039 members 
Mstep: Class 17 contains 33584 members 
Mstep: Class 19 contains 48184 members 
Mstep: Class 20 contains 3618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822392.000000 Penalty: 40969.332031
Iteration 305Q: 20 clusters Score -7.282239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38237 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109407 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114054 members 
Mstep: Class 10 contains 18503 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 111040 members 
Mstep: Class 17 contains 33584 members 
Mstep: Class 19 contains 48184 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822352.000000 Penalty: 40969.332031
Iteration 306Q: 20 clusters Score -7.282235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38239 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109408 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114054 members 
Mstep: Class 10 contains 18503 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 111036 members 
Mstep: Class 17 contains 33584 members 
Mstep: Class 19 contains 48184 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 307Q: 20 clusters Score -7.282233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38242 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109408 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114053 members 
Mstep: Class 10 contains 18503 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 111034 members 
Mstep: Class 17 contains 33584 members 
Mstep: Class 19 contains 48185 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 308Q: 20 clusters Score -7.282233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38249 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109408 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114052 members 
Mstep: Class 10 contains 18503 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 111032 members 
Mstep: Class 17 contains 33584 members 
Mstep: Class 19 contains 48184 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822352.000000 Penalty: 40969.332031
Iteration 309Q: 20 clusters Score -7.282235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38261 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109409 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114052 members 
Mstep: Class 10 contains 18503 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 111025 members 
Mstep: Class 17 contains 33583 members 
Mstep: Class 19 contains 48185 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822376.000000 Penalty: 40969.332031
Iteration 310Q: 20 clusters Score -7.282238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38268 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109411 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114053 members 
Mstep: Class 10 contains 18501 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 111023 members 
Mstep: Class 17 contains 33584 members 
Mstep: Class 19 contains 48182 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822376.000000 Penalty: 40969.332031
Iteration 311Q: 20 clusters Score -7.282238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38279 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 109413 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114053 members 
Mstep: Class 10 contains 18499 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40287 members 
Mstep: Class 16 contains 111020 members 
Mstep: Class 17 contains 33585 members 
Mstep: Class 19 contains 48178 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822392.000000 Penalty: 40969.332031
Iteration 312Q: 20 clusters Score -7.282239e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38294 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109414 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114050 members 
Mstep: Class 10 contains 18498 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 111017 members 
Mstep: Class 17 contains 33586 members 
Mstep: Class 19 contains 48172 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822376.000000 Penalty: 40969.332031
Iteration 313Q: 20 clusters Score -7.282238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38302 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109414 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114056 members 
Mstep: Class 10 contains 18497 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40287 members 
Mstep: Class 16 contains 111014 members 
Mstep: Class 17 contains 33589 members 
Mstep: Class 19 contains 48166 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822408.000000 Penalty: 40969.332031
Iteration 314Q: 20 clusters Score -7.282241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38316 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109414 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114053 members 
Mstep: Class 10 contains 18495 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40287 members 
Mstep: Class 16 contains 111008 members 
Mstep: Class 17 contains 33590 members 
Mstep: Class 19 contains 48161 members 
Mstep: Class 20 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822416.000000 Penalty: 40969.332031
Iteration 315Q: 20 clusters Score -7.282242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38327 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109415 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114052 members 
Mstep: Class 10 contains 18495 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40287 members 
Mstep: Class 16 contains 111005 members 
Mstep: Class 17 contains 33591 members 
Mstep: Class 19 contains 48154 members 
Mstep: Class 20 contains 3618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822408.000000 Penalty: 40969.332031
Iteration 316Q: 20 clusters Score -7.282241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38334 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109414 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114052 members 
Mstep: Class 10 contains 18495 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 111001 members 
Mstep: Class 17 contains 33591 members 
Mstep: Class 19 contains 48154 members 
Mstep: Class 20 contains 3616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822456.000000 Penalty: 40969.332031
Iteration 317Q: 20 clusters Score -7.282246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38340 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109413 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114049 members 
Mstep: Class 10 contains 18496 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110996 members 
Mstep: Class 17 contains 33594 members 
Mstep: Class 19 contains 48151 members 
Mstep: Class 20 contains 3615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822472.000000 Penalty: 40969.332031
Iteration 318Q: 20 clusters Score -7.282247e+07 nChanged 30
Entering ConstructFrom: 
Score: -72822472.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (47503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Entering Unmasked Estep 
Score: -6100982.500000 Penalty: 1749.889038
	Iteration 0F: 2 clusters Score -6100982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -6069353.000000 Penalty: 3499.778076
	Iteration 0F: 3 clusters Score -6069353 nChanged 22298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -6081668.500000 Penalty: 3499.778076
	Iteration 1F: 3 clusters Score -6081668 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -6082184.500000 Penalty: 3499.778076
	Iteration 2Q: 3 clusters Score -6082184 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -6082713.000000 Penalty: 3499.778076
	Iteration 3Q: 3 clusters Score -6082713 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6083479.500000 Penalty: 3499.778076
	Iteration 4Q: 3 clusters Score -6083480 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6084561.500000 Penalty: 3499.778076
	Iteration 5F: 3 clusters Score -6084562 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -6086256.000000 Penalty: 3499.778076
	Iteration 6F: 3 clusters Score -6086256 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -6088925.000000 Penalty: 3499.778076
	Iteration 7F: 3 clusters Score -6088925 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -6092422.000000 Penalty: 3499.778076
	Iteration 8F: 3 clusters Score -6092422 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -6095800.000000 Penalty: 3499.778076
	Iteration 9F: 3 clusters Score -6095800 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -6097995.000000 Penalty: 3499.778076
	Iteration 10Q: 3 clusters Score -6097995 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -6098937.000000 Penalty: 3499.778076
	Iteration 11Q: 3 clusters Score -6098937 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -6099280.500000 Penalty: 3499.778076
	Iteration 12Q: 3 clusters Score -6099280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -6099404.500000 Penalty: 3499.778076
	Iteration 13Q: 3 clusters Score -6099404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -6099425.000000 Penalty: 3499.778076
	Iteration 14Q: 3 clusters Score -6099425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -6099443.500000 Penalty: 3499.778076
	Iteration 15Q: 3 clusters Score -6099444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -6099454.500000 Penalty: 3499.778076
	Iteration 16Q: 3 clusters Score -6099454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6099460.500000 Penalty: 3499.778076
	Iteration 17Q: 3 clusters Score -6099460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6099458.500000 Penalty: 3499.778076
	Iteration 18Q: 3 clusters Score -6099458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6099455.500000 Penalty: 3499.778076
	Iteration 19Q: 3 clusters Score -6099456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6099456.500000 Penalty: 3499.778076
	Iteration 20F: 3 clusters Score -6099456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -6099458.500000 Penalty: 3499.778076
	Iteration 21Q: 3 clusters Score -6099458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6099467.000000 Penalty: 3499.778076
	Iteration 22Q: 3 clusters Score -6099467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6099470.000000 Penalty: 3499.778076
	Iteration 23Q: 3 clusters Score -6099470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -6099469.000000 Penalty: 3499.778076
	Iteration 24Q: 3 clusters Score -6099469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -6099469.000000 Penalty: 3499.778076
	Iteration 25F: 3 clusters Score -6099469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -22257.128906 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -22257.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21493.996094 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -21494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21816.261719 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -21816.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21969.183594 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -21969.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22008.906250 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -22008.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22032.205078 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -22032.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22033.982422 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -22033.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22033.982422 Penalty: 1899.151978
	Iteration 6F: 3 clusters Score -22033.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Entering Unmasked Estep 
Score: -4925994.000000 Penalty: 1715.129028
	Iteration 0F: 2 clusters Score -4925994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4900264.500000 Penalty: 3430.258057
	Iteration 0F: 3 clusters Score -4900264 nChanged 17899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4910217.000000 Penalty: 3430.258057
	Iteration 1F: 3 clusters Score -4910217 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4910548.000000 Penalty: 3430.258057
	Iteration 2Q: 3 clusters Score -4910548 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4910833.000000 Penalty: 3430.258057
	Iteration 3Q: 3 clusters Score -4910833 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4911176.000000 Penalty: 3430.258057
	Iteration 4Q: 3 clusters Score -4911176 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -4911583.000000 Penalty: 3430.258057
	Iteration 5Q: 3 clusters Score -4911583 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4912199.000000 Penalty: 3430.258057
	Iteration 6Q: 3 clusters Score -4912199 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -4913200.500000 Penalty: 3430.258057
	Iteration 7F: 3 clusters Score -4913200 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -4914884.500000 Penalty: 3430.258057
	Iteration 8F: 3 clusters Score -4914884 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4917470.000000 Penalty: 3430.258057
	Iteration 9F: 3 clusters Score -4917470 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -4920384.500000 Penalty: 3430.258057
	Iteration 10F: 3 clusters Score -4920384 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4922681.500000 Penalty: 3430.258057
	Iteration 11F: 3 clusters Score -4922682 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4923758.000000 Penalty: 3430.258057
	Iteration 12Q: 3 clusters Score -4923758 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4924158.000000 Penalty: 3430.258057
	Iteration 13Q: 3 clusters Score -4924158 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4924299.000000 Penalty: 3430.258057
	Iteration 14Q: 3 clusters Score -4924299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4924362.500000 Penalty: 3430.258057
	Iteration 15Q: 3 clusters Score -4924362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4924411.500000 Penalty: 3430.258057
	Iteration 16Q: 3 clusters Score -4924412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4924432.500000 Penalty: 3430.258057
	Iteration 17Q: 3 clusters Score -4924432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4924456.500000 Penalty: 3430.258057
	Iteration 18Q: 3 clusters Score -4924456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4924470.000000 Penalty: 3430.258057
	Iteration 19Q: 3 clusters Score -4924470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4924481.000000 Penalty: 3430.258057
	Iteration 20F: 3 clusters Score -4924481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4924481.000000 Penalty: 3430.258057
	Iteration 21Q: 3 clusters Score -4924481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4924482.000000 Penalty: 3430.258057
	Iteration 22Q: 3 clusters Score -4924482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4924482.000000 Penalty: 3430.258057
	Iteration 23F: 3 clusters Score -4924482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -8234.651367 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -8234.651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7612.413574 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -7612.414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7724.875000 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -7724.875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7792.532715 Penalty: 1742.420044
	Iteration 2F: 3 clusters Score -7792.533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7812.440918 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -7812.441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7813.749023 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -7813.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7816.481445 Penalty: 1742.420044
	Iteration 5Q: 3 clusters Score -7816.481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7821.271484 Penalty: 1742.420044
	Iteration 6Q: 3 clusters Score -7821.271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7826.462891 Penalty: 1742.420044
	Iteration 7Q: 3 clusters Score -7826.463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7836.831055 Penalty: 1742.420044
	Iteration 8Q: 3 clusters Score -7836.831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7837.581055 Penalty: 1742.420044
	Iteration 9Q: 3 clusters Score -7837.581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7845.347656 Penalty: 1742.420044
	Iteration 10Q: 3 clusters Score -7845.348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7847.288086 Penalty: 1742.420044
	Iteration 11Q: 3 clusters Score -7847.288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7852.518066 Penalty: 1742.420044
	Iteration 12Q: 3 clusters Score -7852.518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7854.328613 Penalty: 1742.420044
	Iteration 13Q: 3 clusters Score -7854.329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7864.826660 Penalty: 1742.420044
	Iteration 14Q: 3 clusters Score -7864.827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7866.614258 Penalty: 1742.420044
	Iteration 15Q: 3 clusters Score -7866.614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7866.614258 Penalty: 1742.420044
	Iteration 16F: 3 clusters Score -7866.614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -592920.687500 Penalty: 1374.816772
	Iteration 0F: 2 clusters Score -592920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -589045.937500 Penalty: 2749.633545
	Iteration 0F: 3 clusters Score -589045.9 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -590069.625000 Penalty: 2749.633545
	Iteration 1F: 3 clusters Score -590069.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -590207.062500 Penalty: 2749.633545
	Iteration 2F: 3 clusters Score -590207.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -590309.937500 Penalty: 2749.633545
	Iteration 3Q: 3 clusters Score -590309.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -590389.000000 Penalty: 2749.633545
	Iteration 4Q: 3 clusters Score -590389 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -590452.312500 Penalty: 2749.633545
	Iteration 5Q: 3 clusters Score -590452.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -590518.187500 Penalty: 2749.633545
	Iteration 6Q: 3 clusters Score -590518.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -590575.500000 Penalty: 2749.633545
	Iteration 7Q: 3 clusters Score -590575.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -590630.250000 Penalty: 2749.633545
	Iteration 8Q: 3 clusters Score -590630.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -590676.750000 Penalty: 2749.633545
	Iteration 9Q: 3 clusters Score -590676.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -590727.937500 Penalty: 2749.633545
	Iteration 10Q: 3 clusters Score -590727.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -590788.250000 Penalty: 2749.633545
	Iteration 11Q: 3 clusters Score -590788.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -590870.812500 Penalty: 2749.633545
	Iteration 12Q: 3 clusters Score -590870.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -590962.875000 Penalty: 2749.633545
	Iteration 13Q: 3 clusters Score -590962.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -591054.437500 Penalty: 2749.633545
	Iteration 14Q: 3 clusters Score -591054.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -591151.812500 Penalty: 2749.633545
	Iteration 15Q: 3 clusters Score -591151.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -591257.375000 Penalty: 2749.633545
	Iteration 16Q: 3 clusters Score -591257.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -591372.562500 Penalty: 2749.633545
	Iteration 17Q: 3 clusters Score -591372.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -591459.125000 Penalty: 2749.633545
	Iteration 18Q: 3 clusters Score -591459.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -591526.500000 Penalty: 2749.633545
	Iteration 19Q: 3 clusters Score -591526.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -591577.312500 Penalty: 2749.633545
	Iteration 20F: 3 clusters Score -591577.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -591617.312500 Penalty: 2749.633545
	Iteration 21Q: 3 clusters Score -591617.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -591648.875000 Penalty: 2749.633545
	Iteration 22Q: 3 clusters Score -591648.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -591673.687500 Penalty: 2749.633545
	Iteration 23Q: 3 clusters Score -591673.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -591684.875000 Penalty: 2749.633545
	Iteration 24Q: 3 clusters Score -591684.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -591699.500000 Penalty: 2749.633545
	Iteration 25Q: 3 clusters Score -591699.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -591713.375000 Penalty: 2749.633545
	Iteration 26Q: 3 clusters Score -591713.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -591722.875000 Penalty: 2749.633545
	Iteration 27Q: 3 clusters Score -591722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -591735.312500 Penalty: 2749.633545
	Iteration 28Q: 3 clusters Score -591735.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -591739.937500 Penalty: 2749.633545
	Iteration 29Q: 3 clusters Score -591739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -591741.500000 Penalty: 2749.633545
	Iteration 30Q: 3 clusters Score -591741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -591741.500000 Penalty: 2749.633545
	Iteration 31F: 3 clusters Score -591741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109414 members 
Entering Unmasked Estep 
Score: -14158900.000000 Penalty: 1885.470215
	Iteration 0F: 2 clusters Score -1.41589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -14094040.000000 Penalty: 3770.940430
	Iteration 0F: 3 clusters Score -1.409404e+07 nChanged 52544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -14124808.000000 Penalty: 3770.940430
	Iteration 1F: 3 clusters Score -1.412481e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -14125995.000000 Penalty: 3770.940430
	Iteration 2Q: 3 clusters Score -1.4126e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 58571 members 
Entering Unmasked Estep 
Score: -14128042.000000 Penalty: 3770.940430
	Iteration 3Q: 3 clusters Score -1.412804e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -14131366.000000 Penalty: 3770.940430
	Iteration 4F: 3 clusters Score -1.413137e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -14135988.000000 Penalty: 3770.940430
	Iteration 5F: 3 clusters Score -1.413599e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -14140551.000000 Penalty: 3770.940430
	Iteration 6F: 3 clusters Score -1.414055e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -14143736.000000 Penalty: 3770.940430
	Iteration 7F: 3 clusters Score -1.414374e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -14145524.000000 Penalty: 3770.940430
	Iteration 8Q: 3 clusters Score -1.414552e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -14146724.000000 Penalty: 3770.940430
	Iteration 9Q: 3 clusters Score -1.414672e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -14147304.000000 Penalty: 3770.940430
	Iteration 10Q: 3 clusters Score -1.41473e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -14147855.000000 Penalty: 3770.940430
	Iteration 11Q: 3 clusters Score -1.414786e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -14148204.000000 Penalty: 3770.940430
	Iteration 12Q: 3 clusters Score -1.41482e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -14148458.000000 Penalty: 3770.940430
	Iteration 13Q: 3 clusters Score -1.414846e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -14148828.000000 Penalty: 3770.940430
	Iteration 14Q: 3 clusters Score -1.414883e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -14149113.000000 Penalty: 3770.940430
	Iteration 15Q: 3 clusters Score -1.414911e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -14149642.000000 Penalty: 3770.940430
	Iteration 16Q: 3 clusters Score -1.414964e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 79875 members 
Entering Unmasked Estep 
Score: -14150142.000000 Penalty: 3770.940430
	Iteration 17Q: 3 clusters Score -1.415014e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -14150791.000000 Penalty: 3770.940430
	Iteration 18Q: 3 clusters Score -1.415079e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -14151539.000000 Penalty: 3770.940430
	Iteration 19Q: 3 clusters Score -1.415154e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -14152309.000000 Penalty: 3770.940430
	Iteration 20F: 3 clusters Score -1.415231e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -14153046.000000 Penalty: 3770.940430
	Iteration 21Q: 3 clusters Score -1.415305e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -14153768.000000 Penalty: 3770.940430
	Iteration 22Q: 3 clusters Score -1.415377e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -14154373.000000 Penalty: 3770.940430
	Iteration 23Q: 3 clusters Score -1.415437e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -14154980.000000 Penalty: 3770.940430
	Iteration 24Q: 3 clusters Score -1.415498e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -14155473.000000 Penalty: 3770.940430
	Iteration 25Q: 3 clusters Score -1.415547e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -14155999.000000 Penalty: 3770.940430
	Iteration 26Q: 3 clusters Score -1.4156e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 103026 members 
Entering Unmasked Estep 
Score: -14156510.000000 Penalty: 3770.940430
	Iteration 27Q: 3 clusters Score -1.415651e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 104130 members 
Entering Unmasked Estep 
Score: -14156827.000000 Penalty: 3770.940430
	Iteration 28Q: 3 clusters Score -1.415683e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -14156993.000000 Penalty: 3770.940430
	Iteration 29Q: 3 clusters Score -1.415699e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 105652 members 
Entering Unmasked Estep 
Score: -14157253.000000 Penalty: 3770.940430
	Iteration 30Q: 3 clusters Score -1.415725e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 106163 members 
Entering Unmasked Estep 
Score: -14157323.000000 Penalty: 3770.940430
	Iteration 31Q: 3 clusters Score -1.415732e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -14157422.000000 Penalty: 3770.940430
	Iteration 32Q: 3 clusters Score -1.415742e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -14157477.000000 Penalty: 3770.940430
	Iteration 33Q: 3 clusters Score -1.415748e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -14157552.000000 Penalty: 3770.940430
	Iteration 34Q: 3 clusters Score -1.415755e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 107349 members 
Entering Unmasked Estep 
Score: -14157557.000000 Penalty: 3770.940430
	Iteration 35Q: 3 clusters Score -1.415756e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 107513 members 
Entering Unmasked Estep 
Score: -14157588.000000 Penalty: 3770.940430
	Iteration 36Q: 3 clusters Score -1.415759e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 107644 members 
Entering Unmasked Estep 
Score: -14157583.000000 Penalty: 3770.940430
	Iteration 37Q: 3 clusters Score -1.415758e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
Score: -14157594.000000 Penalty: 3770.940430
	Iteration 38Q: 3 clusters Score -1.415759e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 107845 members 
Entering Unmasked Estep 
Score: -14157597.000000 Penalty: 3770.940430
	Iteration 39Q: 3 clusters Score -1.41576e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 107912 members 
Entering Unmasked Estep 
Score: -14157607.000000 Penalty: 3770.940430
	Iteration 40F: 3 clusters Score -1.415761e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -14157625.000000 Penalty: 3770.940430
	Iteration 41Q: 3 clusters Score -1.415762e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -14157635.000000 Penalty: 3770.940430
	Iteration 42Q: 3 clusters Score -1.415764e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 108078 members 
Entering Unmasked Estep 
Score: -14157635.000000 Penalty: 3770.940430
	Iteration 43Q: 3 clusters Score -1.415764e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 108122 members 
Entering Unmasked Estep 
Score: -14157626.000000 Penalty: 3770.940430
	Iteration 44Q: 3 clusters Score -1.415763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -14157650.000000 Penalty: 3770.940430
	Iteration 45Q: 3 clusters Score -1.415765e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -14157671.000000 Penalty: 3770.940430
	Iteration 46Q: 3 clusters Score -1.415767e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 108215 members 
Entering Unmasked Estep 
Score: -14157670.000000 Penalty: 3770.940430
	Iteration 47Q: 3 clusters Score -1.415767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 108230 members 
Entering Unmasked Estep 
Score: -14157667.000000 Penalty: 3770.940430
	Iteration 48Q: 3 clusters Score -1.415767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -14157671.000000 Penalty: 3770.940430
	Iteration 49Q: 3 clusters Score -1.415767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -14157674.000000 Penalty: 3770.940430
	Iteration 50Q: 3 clusters Score -1.415767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 108277 members 
Entering Unmasked Estep 
Score: -14157680.000000 Penalty: 3770.940430
	Iteration 51Q: 3 clusters Score -1.415768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -14157686.000000 Penalty: 3770.940430
	Iteration 52Q: 3 clusters Score -1.415769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -14157672.000000 Penalty: 3770.940430
	Iteration 53Q: 3 clusters Score -1.415767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -14157682.000000 Penalty: 3770.940430
	Iteration 54Q: 3 clusters Score -1.415768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -14157683.000000 Penalty: 3770.940430
	Iteration 55Q: 3 clusters Score -1.415768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 108307 members 
Entering Unmasked Estep 
Score: -14157679.000000 Penalty: 3770.940430
	Iteration 56Q: 3 clusters Score -1.415768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -14157684.000000 Penalty: 3770.940430
	Iteration 57Q: 3 clusters Score -1.415768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -14157679.000000 Penalty: 3770.940430
	Iteration 58Q: 3 clusters Score -1.415768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -14157678.000000 Penalty: 3770.940430
	Iteration 59Q: 3 clusters Score -1.415768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -14157683.000000 Penalty: 3770.940430
	Iteration 60F: 3 clusters Score -1.415768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -14157680.000000 Penalty: 3770.940430
	Iteration 61Q: 3 clusters Score -1.415768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -14157679.000000 Penalty: 3770.940430
	Iteration 62Q: 3 clusters Score -1.415768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 108323 members 
Entering Unmasked Estep 
Score: -14157683.000000 Penalty: 3770.940430
	Iteration 63Q: 3 clusters Score -1.415768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 108323 members 
Entering Unmasked Estep 
Score: -14157685.000000 Penalty: 3770.940430
	Iteration 64Q: 3 clusters Score -1.415768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 108323 members 
Entering Unmasked Estep 
Score: -14157685.000000 Penalty: 3770.940430
	Iteration 65F: 3 clusters Score -1.415768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Entering Unmasked Estep 
Score: -955445.375000 Penalty: 1446.759521
	Iteration 0F: 2 clusters Score -955445.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -949930.375000 Penalty: 2893.519043
	Iteration 0F: 3 clusters Score -949930.4 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -951545.062500 Penalty: 2893.519043
	Iteration 1F: 3 clusters Score -951545.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -951747.625000 Penalty: 2893.519043
	Iteration 2F: 3 clusters Score -951747.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -951953.500000 Penalty: 2893.519043
	Iteration 3F: 3 clusters Score -951953.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -952132.250000 Penalty: 2893.519043
	Iteration 4F: 3 clusters Score -952132.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -952317.687500 Penalty: 2893.519043
	Iteration 5Q: 3 clusters Score -952317.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -952500.750000 Penalty: 2893.519043
	Iteration 6Q: 3 clusters Score -952500.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -952703.437500 Penalty: 2893.519043
	Iteration 7Q: 3 clusters Score -952703.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -952943.437500 Penalty: 2893.519043
	Iteration 8Q: 3 clusters Score -952943.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -953206.687500 Penalty: 2893.519043
	Iteration 9Q: 3 clusters Score -953206.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -953461.187500 Penalty: 2893.519043
	Iteration 10Q: 3 clusters Score -953461.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -953687.687500 Penalty: 2893.519043
	Iteration 11Q: 3 clusters Score -953687.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -953842.750000 Penalty: 2893.519043
	Iteration 12Q: 3 clusters Score -953842.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -953953.562500 Penalty: 2893.519043
	Iteration 13Q: 3 clusters Score -953953.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -954014.437500 Penalty: 2893.519043
	Iteration 14Q: 3 clusters Score -954014.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -954053.937500 Penalty: 2893.519043
	Iteration 15Q: 3 clusters Score -954053.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -954084.812500 Penalty: 2893.519043
	Iteration 16Q: 3 clusters Score -954084.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -954109.437500 Penalty: 2893.519043
	Iteration 17Q: 3 clusters Score -954109.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -954133.875000 Penalty: 2893.519043
	Iteration 18Q: 3 clusters Score -954133.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -954151.625000 Penalty: 2893.519043
	Iteration 19Q: 3 clusters Score -954151.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -954163.625000 Penalty: 2893.519043
	Iteration 20F: 3 clusters Score -954163.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -954176.937500 Penalty: 2893.519043
	Iteration 21Q: 3 clusters Score -954176.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -954186.375000 Penalty: 2893.519043
	Iteration 22Q: 3 clusters Score -954186.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -954194.062500 Penalty: 2893.519043
	Iteration 23Q: 3 clusters Score -954194.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -954200.187500 Penalty: 2893.519043
	Iteration 24Q: 3 clusters Score -954200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -954201.312500 Penalty: 2893.519043
	Iteration 25Q: 3 clusters Score -954201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -954204.312500 Penalty: 2893.519043
	Iteration 26Q: 3 clusters Score -954204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -954206.500000 Penalty: 2893.519043
	Iteration 27Q: 3 clusters Score -954206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -954213.062500 Penalty: 2893.519043
	Iteration 28Q: 3 clusters Score -954213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -954215.375000 Penalty: 2893.519043
	Iteration 29Q: 3 clusters Score -954215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -954220.187500 Penalty: 2893.519043
	Iteration 30Q: 3 clusters Score -954220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -954220.875000 Penalty: 2893.519043
	Iteration 31Q: 3 clusters Score -954220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -954225.000000 Penalty: 2893.519043
	Iteration 32Q: 3 clusters Score -954225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -954225.937500 Penalty: 2893.519043
	Iteration 33Q: 3 clusters Score -954225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -954225.375000 Penalty: 2893.519043
	Iteration 34Q: 3 clusters Score -954225.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -954225.375000 Penalty: 2893.519043
	Iteration 35F: 3 clusters Score -954225.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45731.093750 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -45731.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44813.218750 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -44813.22 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45017.726562 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -45017.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45093.257812 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -45093.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45168.324219 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -45168.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45238.484375 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -45238.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45274.914062 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -45274.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45302.781250 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -45302.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45315.027344 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -45315.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45323.300781 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -45323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45329.656250 Penalty: 1962.307983
	Iteration 9Q: 3 clusters Score -45329.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45331.046875 Penalty: 1962.307983
	Iteration 10F: 3 clusters Score -45331.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45339.730469 Penalty: 1962.307983
	Iteration 11Q: 3 clusters Score -45339.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45344.964844 Penalty: 1962.307983
	Iteration 12Q: 3 clusters Score -45344.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45344.964844 Penalty: 1962.307983
	Iteration 13F: 3 clusters Score -45344.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (114049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114049 members 
Entering Unmasked Estep 
Score: -14570097.000000 Penalty: 1892.212280
	Iteration 0F: 2 clusters Score -1.45701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -14498916.000000 Penalty: 3784.424561
	Iteration 0F: 3 clusters Score -1.449892e+07 nChanged 54817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -14530822.000000 Penalty: 3784.424561
	Iteration 1F: 3 clusters Score -1.453082e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -14531485.000000 Penalty: 3784.424561
	Iteration 2Q: 3 clusters Score -1.453148e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -14532331.000000 Penalty: 3784.424561
	Iteration 3Q: 3 clusters Score -1.453233e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -14533497.000000 Penalty: 3784.424561
	Iteration 4Q: 3 clusters Score -1.45335e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -14535354.000000 Penalty: 3784.424561
	Iteration 5Q: 3 clusters Score -1.453535e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -14538175.000000 Penalty: 3784.424561
	Iteration 6F: 3 clusters Score -1.453818e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -14542879.000000 Penalty: 3784.424561
	Iteration 7F: 3 clusters Score -1.454288e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -14549090.000000 Penalty: 3784.424561
	Iteration 8F: 3 clusters Score -1.454909e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -14556026.000000 Penalty: 3784.424561
	Iteration 9F: 3 clusters Score -1.455603e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -14561846.000000 Penalty: 3784.424561
	Iteration 10F: 3 clusters Score -1.456185e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -14565494.000000 Penalty: 3784.424561
	Iteration 11Q: 3 clusters Score -1.456549e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -14567492.000000 Penalty: 3784.424561
	Iteration 12Q: 3 clusters Score -1.456749e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -14568856.000000 Penalty: 3784.424561
	Iteration 13Q: 3 clusters Score -1.456886e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -14569742.000000 Penalty: 3784.424561
	Iteration 14Q: 3 clusters Score -1.456974e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -14570338.000000 Penalty: 3784.424561
	Iteration 15Q: 3 clusters Score -1.457034e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -14570688.000000 Penalty: 3784.424561
	Iteration 16Q: 3 clusters Score -1.457069e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110042 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -14570797.000000 Penalty: 3784.424561
	Iteration 17Q: 3 clusters Score -1.45708e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110610 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -14570827.000000 Penalty: 3784.424561
	Iteration 18Q: 3 clusters Score -1.457083e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -14570766.000000 Penalty: 3784.424561
	Iteration 19Q: 3 clusters Score -1.457077e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111386 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -14570782.000000 Penalty: 3784.424561
	Iteration 20F: 3 clusters Score -1.457078e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111652 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -14570696.000000 Penalty: 3784.424561
	Iteration 21Q: 3 clusters Score -1.45707e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -14570682.000000 Penalty: 3784.424561
	Iteration 22Q: 3 clusters Score -1.457068e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112007 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -14570589.000000 Penalty: 3784.424561
	Iteration 23Q: 3 clusters Score -1.457059e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112126 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -14570547.000000 Penalty: 3784.424561
	Iteration 24Q: 3 clusters Score -1.457055e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112220 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -14570494.000000 Penalty: 3784.424561
	Iteration 25Q: 3 clusters Score -1.457049e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112284 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -14570454.000000 Penalty: 3784.424561
	Iteration 26Q: 3 clusters Score -1.457045e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -14570435.000000 Penalty: 3784.424561
	Iteration 27Q: 3 clusters Score -1.457044e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112365 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -14570428.000000 Penalty: 3784.424561
	Iteration 28Q: 3 clusters Score -1.457043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112382 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -14570398.000000 Penalty: 3784.424561
	Iteration 29Q: 3 clusters Score -1.45704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112392 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -14570414.000000 Penalty: 3784.424561
	Iteration 30Q: 3 clusters Score -1.457041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -14570411.000000 Penalty: 3784.424561
	Iteration 31Q: 3 clusters Score -1.457041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112424 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -14570411.000000 Penalty: 3784.424561
	Iteration 32Q: 3 clusters Score -1.457041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112441 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14570398.000000 Penalty: 3784.424561
	Iteration 33Q: 3 clusters Score -1.45704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112457 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -14570400.000000 Penalty: 3784.424561
	Iteration 34Q: 3 clusters Score -1.45704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -14570385.000000 Penalty: 3784.424561
	Iteration 35Q: 3 clusters Score -1.457038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -14570385.000000 Penalty: 3784.424561
	Iteration 36Q: 3 clusters Score -1.457038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14570361.000000 Penalty: 3784.424561
	Iteration 37Q: 3 clusters Score -1.457036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112488 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -14570363.000000 Penalty: 3784.424561
	Iteration 38Q: 3 clusters Score -1.457036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112493 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -14570352.000000 Penalty: 3784.424561
	Iteration 39Q: 3 clusters Score -1.457035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112496 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -14570350.000000 Penalty: 3784.424561
	Iteration 40F: 3 clusters Score -1.457035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112502 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14570348.000000 Penalty: 3784.424561
	Iteration 41Q: 3 clusters Score -1.457035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112503 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14570353.000000 Penalty: 3784.424561
	Iteration 42Q: 3 clusters Score -1.457035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112505 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -14570361.000000 Penalty: 3784.424561
	Iteration 43Q: 3 clusters Score -1.457036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112505 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -14570361.000000 Penalty: 3784.424561
	Iteration 44F: 3 clusters Score -1.457036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38355 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109414 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 112505 members 
Mstep: Class 10 contains 18490 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110994 members 
Mstep: Class 17 contains 33596 members 
Mstep: Class 18 contains 1544 members 
Mstep: Class 19 contains 48145 members 
Mstep: Class 20 contains 3614 members 
Entering Unmasked Estep 
Score: -72822352.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72822472.000000 to -72822352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (18490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Entering Unmasked Estep 
Score: -2320105.500000 Penalty: 1596.560181
	Iteration 0F: 2 clusters Score -2320106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2307304.250000 Penalty: 3193.120361
	Iteration 0F: 3 clusters Score -2307304 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2311887.250000 Penalty: 3193.120361
	Iteration 1F: 3 clusters Score -2311887 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2312117.250000 Penalty: 3193.120361
	Iteration 2Q: 3 clusters Score -2312117 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2312302.000000 Penalty: 3193.120361
	Iteration 3Q: 3 clusters Score -2312302 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2312472.000000 Penalty: 3193.120361
	Iteration 4Q: 3 clusters Score -2312472 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2312630.500000 Penalty: 3193.120361
	Iteration 5Q: 3 clusters Score -2312630 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2312789.250000 Penalty: 3193.120361
	Iteration 6Q: 3 clusters Score -2312789 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2312983.250000 Penalty: 3193.120361
	Iteration 7Q: 3 clusters Score -2312983 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2313175.000000 Penalty: 3193.120361
	Iteration 8Q: 3 clusters Score -2313175 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2313422.750000 Penalty: 3193.120361
	Iteration 9Q: 3 clusters Score -2313423 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2313751.750000 Penalty: 3193.120361
	Iteration 10Q: 3 clusters Score -2313752 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2314197.000000 Penalty: 3193.120361
	Iteration 11Q: 3 clusters Score -2314197 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2314851.250000 Penalty: 3193.120361
	Iteration 12Q: 3 clusters Score -2314851 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2315614.000000 Penalty: 3193.120361
	Iteration 13F: 3 clusters Score -2315614 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2316395.250000 Penalty: 3193.120361
	Iteration 14F: 3 clusters Score -2316395 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2317067.250000 Penalty: 3193.120361
	Iteration 15Q: 3 clusters Score -2317067 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2317607.000000 Penalty: 3193.120361
	Iteration 16Q: 3 clusters Score -2317607 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2318026.000000 Penalty: 3193.120361
	Iteration 17Q: 3 clusters Score -2318026 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2318371.250000 Penalty: 3193.120361
	Iteration 18Q: 3 clusters Score -2318371 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2318577.750000 Penalty: 3193.120361
	Iteration 19Q: 3 clusters Score -2318578 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2318718.250000 Penalty: 3193.120361
	Iteration 20F: 3 clusters Score -2318718 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2318818.000000 Penalty: 3193.120361
	Iteration 21Q: 3 clusters Score -2318818 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2318894.500000 Penalty: 3193.120361
	Iteration 22Q: 3 clusters Score -2318894 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2318936.750000 Penalty: 3193.120361
	Iteration 23Q: 3 clusters Score -2318937 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2318979.500000 Penalty: 3193.120361
	Iteration 24Q: 3 clusters Score -2318980 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2319012.250000 Penalty: 3193.120361
	Iteration 25Q: 3 clusters Score -2319012 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2319052.000000 Penalty: 3193.120361
	Iteration 26Q: 3 clusters Score -2319052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2319071.750000 Penalty: 3193.120361
	Iteration 27Q: 3 clusters Score -2319072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2319081.250000 Penalty: 3193.120361
	Iteration 28Q: 3 clusters Score -2319081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2319094.250000 Penalty: 3193.120361
	Iteration 29Q: 3 clusters Score -2319094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2319102.250000 Penalty: 3193.120361
	Iteration 30Q: 3 clusters Score -2319102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2319100.250000 Penalty: 3193.120361
	Iteration 31Q: 3 clusters Score -2319100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2319099.750000 Penalty: 3193.120361
	Iteration 32Q: 3 clusters Score -2319100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2319107.000000 Penalty: 3193.120361
	Iteration 33Q: 3 clusters Score -2319107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2319107.000000 Penalty: 3193.120361
	Iteration 34Q: 3 clusters Score -2319107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2319109.250000 Penalty: 3193.120361
	Iteration 35Q: 3 clusters Score -2319109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2319112.250000 Penalty: 3193.120361
	Iteration 36Q: 3 clusters Score -2319112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2319112.750000 Penalty: 3193.120361
	Iteration 37Q: 3 clusters Score -2319113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2319114.750000 Penalty: 3193.120361
	Iteration 38Q: 3 clusters Score -2319115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2319116.250000 Penalty: 3193.120361
	Iteration 39Q: 3 clusters Score -2319116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2319119.500000 Penalty: 3193.120361
	Iteration 40F: 3 clusters Score -2319120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2319126.000000 Penalty: 3193.120361
	Iteration 41Q: 3 clusters Score -2319126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2319121.250000 Penalty: 3193.120361
	Iteration 42Q: 3 clusters Score -2319121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2319122.500000 Penalty: 3193.120361
	Iteration 43Q: 3 clusters Score -2319122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2319123.000000 Penalty: 3193.120361
	Iteration 44Q: 3 clusters Score -2319123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2319124.750000 Penalty: 3193.120361
	Iteration 45Q: 3 clusters Score -2319125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2319124.000000 Penalty: 3193.120361
	Iteration 46Q: 3 clusters Score -2319124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2319122.500000 Penalty: 3193.120361
	Iteration 47Q: 3 clusters Score -2319122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2319125.250000 Penalty: 3193.120361
	Iteration 48Q: 3 clusters Score -2319125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2319126.500000 Penalty: 3193.120361
	Iteration 49Q: 3 clusters Score -2319126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2319127.000000 Penalty: 3193.120361
	Iteration 50Q: 3 clusters Score -2319127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2319127.250000 Penalty: 3193.120361
	Iteration 51Q: 3 clusters Score -2319127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2319125.500000 Penalty: 3193.120361
	Iteration 52Q: 3 clusters Score -2319126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2319123.500000 Penalty: 3193.120361
	Iteration 53Q: 3 clusters Score -2319124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2319123.000000 Penalty: 3193.120361
	Iteration 54Q: 3 clusters Score -2319123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2319122.000000 Penalty: 3193.120361
	Iteration 55Q: 3 clusters Score -2319122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2319122.000000 Penalty: 3193.120361
	Iteration 56F: 3 clusters Score -2319122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -59165.839844 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -59165.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58045.226562 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -58045.23 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58235.726562 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -58235.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58287.511719 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -58287.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58332.671875 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -58332.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58359.269531 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -58359.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58376.839844 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -58376.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58389.605469 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -58389.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58400.015625 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -58400.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58409.226562 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -58409.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58412.988281 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -58412.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58416.480469 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -58416.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58424.050781 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -58424.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58424.050781 Penalty: 2053.078613
	Iteration 12F: 3 clusters Score -58424.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -52847.574219 Penalty: 941.364685
	Iteration 0F: 2 clusters Score -52847.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51942.960938 Penalty: 1882.729370
	Iteration 0F: 3 clusters Score -51942.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52031.835938 Penalty: 1882.729370
	Iteration 1F: 3 clusters Score -52031.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52054.101562 Penalty: 1882.729370
	Iteration 2Q: 3 clusters Score -52054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52065.511719 Penalty: 1882.729370
	Iteration 3Q: 3 clusters Score -52065.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52072.804688 Penalty: 1882.729370
	Iteration 4Q: 3 clusters Score -52072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52072.804688 Penalty: 1882.729370
	Iteration 5F: 3 clusters Score -52072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -35056.484375 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -35056.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34132.195312 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -34132.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34377.234375 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -34377.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34542.164062 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -34542.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34613.878906 Penalty: 1944.779297
	Iteration 3F: 3 clusters Score -34613.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34639.785156 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -34639.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34660.023438 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -34660.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34680.113281 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -34680.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34691.503906 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -34691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34695.058594 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -34695.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34695.058594 Penalty: 1944.779297
	Iteration 9F: 3 clusters Score -34695.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -31797.183594 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -31797.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30968.748047 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -30968.75 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31170.113281 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -31170.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31223.642578 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -31223.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31248.031250 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -31248.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31313.130859 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -31313.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31340.240234 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -31340.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31348.855469 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -31348.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31382.160156 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -31382.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31392.761719 Penalty: 1883.718750
	Iteration 8Q: 3 clusters Score -31392.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31397.759766 Penalty: 1883.718750
	Iteration 9Q: 3 clusters Score -31397.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31397.759766 Penalty: 1883.718750
	Iteration 10F: 3 clusters Score -31397.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Entering Unmasked Estep 
Score: -5185951.500000 Penalty: 1723.127075
	Iteration 0F: 2 clusters Score -5185952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -5158999.000000 Penalty: 3446.254150
	Iteration 0F: 3 clusters Score -5158999 nChanged 18695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -5169400.500000 Penalty: 3446.254150
	Iteration 1F: 3 clusters Score -5169400 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5169794.500000 Penalty: 3446.254150
	Iteration 2Q: 3 clusters Score -5169794 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5170236.500000 Penalty: 3446.254150
	Iteration 3Q: 3 clusters Score -5170236 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -5170811.000000 Penalty: 3446.254150
	Iteration 4Q: 3 clusters Score -5170811 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -5171468.500000 Penalty: 3446.254150
	Iteration 5Q: 3 clusters Score -5171468 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -5172489.000000 Penalty: 3446.254150
	Iteration 6F: 3 clusters Score -5172489 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -5173877.000000 Penalty: 3446.254150
	Iteration 7F: 3 clusters Score -5173877 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -5175843.000000 Penalty: 3446.254150
	Iteration 8F: 3 clusters Score -5175843 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -5178041.000000 Penalty: 3446.254150
	Iteration 9F: 3 clusters Score -5178041 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -5179982.500000 Penalty: 3446.254150
	Iteration 10F: 3 clusters Score -5179982 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -5181554.500000 Penalty: 3446.254150
	Iteration 11Q: 3 clusters Score -5181554 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5182647.000000 Penalty: 3446.254150
	Iteration 12Q: 3 clusters Score -5182647 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -5183295.500000 Penalty: 3446.254150
	Iteration 13Q: 3 clusters Score -5183296 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5183659.500000 Penalty: 3446.254150
	Iteration 14Q: 3 clusters Score -5183660 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5183857.500000 Penalty: 3446.254150
	Iteration 15Q: 3 clusters Score -5183858 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5184006.500000 Penalty: 3446.254150
	Iteration 16Q: 3 clusters Score -5184006 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5184128.500000 Penalty: 3446.254150
	Iteration 17Q: 3 clusters Score -5184128 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5184224.000000 Penalty: 3446.254150
	Iteration 18Q: 3 clusters Score -5184224 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5184303.500000 Penalty: 3446.254150
	Iteration 19Q: 3 clusters Score -5184304 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5184344.000000 Penalty: 3446.254150
	Iteration 20F: 3 clusters Score -5184344 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5184416.000000 Penalty: 3446.254150
	Iteration 21Q: 3 clusters Score -5184416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5184419.000000 Penalty: 3446.254150
	Iteration 22Q: 3 clusters Score -5184419 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5184481.500000 Penalty: 3446.254150
	Iteration 23Q: 3 clusters Score -5184482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5184521.500000 Penalty: 3446.254150
	Iteration 24Q: 3 clusters Score -5184522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5184551.500000 Penalty: 3446.254150
	Iteration 25Q: 3 clusters Score -5184552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5184598.000000 Penalty: 3446.254150
	Iteration 26Q: 3 clusters Score -5184598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5184614.500000 Penalty: 3446.254150
	Iteration 27Q: 3 clusters Score -5184614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5184622.500000 Penalty: 3446.254150
	Iteration 28Q: 3 clusters Score -5184622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5184648.000000 Penalty: 3446.254150
	Iteration 29Q: 3 clusters Score -5184648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5184656.500000 Penalty: 3446.254150
	Iteration 30Q: 3 clusters Score -5184656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5184664.500000 Penalty: 3446.254150
	Iteration 31Q: 3 clusters Score -5184664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5184665.000000 Penalty: 3446.254150
	Iteration 32Q: 3 clusters Score -5184665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5184676.000000 Penalty: 3446.254150
	Iteration 33Q: 3 clusters Score -5184676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5184681.500000 Penalty: 3446.254150
	Iteration 34Q: 3 clusters Score -5184682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5184696.000000 Penalty: 3446.254150
	Iteration 35Q: 3 clusters Score -5184696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5184696.000000 Penalty: 3446.254150
	Iteration 36Q: 3 clusters Score -5184696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5184699.500000 Penalty: 3446.254150
	Iteration 37Q: 3 clusters Score -5184700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5184713.000000 Penalty: 3446.254150
	Iteration 38Q: 3 clusters Score -5184713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5184711.000000 Penalty: 3446.254150
	Iteration 39Q: 3 clusters Score -5184711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5184711.500000 Penalty: 3446.254150
	Iteration 40F: 3 clusters Score -5184712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5184710.500000 Penalty: 3446.254150
	Iteration 41Q: 3 clusters Score -5184710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5184714.000000 Penalty: 3446.254150
	Iteration 42Q: 3 clusters Score -5184714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5184715.000000 Penalty: 3446.254150
	Iteration 43Q: 3 clusters Score -5184715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5184715.000000 Penalty: 3446.254150
	Iteration 44F: 3 clusters Score -5184715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (110994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110994 members 
Entering Unmasked Estep 
Score: -14115580.000000 Penalty: 1887.800049
	Iteration 0F: 2 clusters Score -1.411558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -14043395.000000 Penalty: 3775.600098
	Iteration 0F: 3 clusters Score -1.40434e+07 nChanged 53149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -14075427.000000 Penalty: 3775.600098
	Iteration 1F: 3 clusters Score -1.407543e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -14077158.000000 Penalty: 3775.600098
	Iteration 2Q: 3 clusters Score -1.407716e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -14079570.000000 Penalty: 3775.600098
	Iteration 3Q: 3 clusters Score -1.407957e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -14083419.000000 Penalty: 3775.600098
	Iteration 4F: 3 clusters Score -1.408342e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -14089132.000000 Penalty: 3775.600098
	Iteration 5F: 3 clusters Score -1.408913e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -14095451.000000 Penalty: 3775.600098
	Iteration 6F: 3 clusters Score -1.409545e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -14100364.000000 Penalty: 3775.600098
	Iteration 7F: 3 clusters Score -1.410036e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -14103310.000000 Penalty: 3775.600098
	Iteration 8Q: 3 clusters Score -1.410331e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -14104694.000000 Penalty: 3775.600098
	Iteration 9Q: 3 clusters Score -1.410469e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -14105548.000000 Penalty: 3775.600098
	Iteration 10Q: 3 clusters Score -1.410555e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -14106267.000000 Penalty: 3775.600098
	Iteration 11Q: 3 clusters Score -1.410627e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -14106975.000000 Penalty: 3775.600098
	Iteration 12Q: 3 clusters Score -1.410698e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -14107543.000000 Penalty: 3775.600098
	Iteration 13Q: 3 clusters Score -1.410754e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -14108192.000000 Penalty: 3775.600098
	Iteration 14Q: 3 clusters Score -1.410819e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -14108800.000000 Penalty: 3775.600098
	Iteration 15Q: 3 clusters Score -1.41088e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -14109404.000000 Penalty: 3775.600098
	Iteration 16Q: 3 clusters Score -1.41094e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -14110112.000000 Penalty: 3775.600098
	Iteration 17Q: 3 clusters Score -1.411011e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -14110799.000000 Penalty: 3775.600098
	Iteration 18Q: 3 clusters Score -1.41108e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -14111415.000000 Penalty: 3775.600098
	Iteration 19Q: 3 clusters Score -1.411142e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -14111964.000000 Penalty: 3775.600098
	Iteration 20F: 3 clusters Score -1.411196e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -14112467.000000 Penalty: 3775.600098
	Iteration 21Q: 3 clusters Score -1.411247e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 105664 members 
Entering Unmasked Estep 
Score: -14112991.000000 Penalty: 3775.600098
	Iteration 22Q: 3 clusters Score -1.411299e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -14113359.000000 Penalty: 3775.600098
	Iteration 23Q: 3 clusters Score -1.411336e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 107918 members 
Entering Unmasked Estep 
Score: -14113778.000000 Penalty: 3775.600098
	Iteration 24Q: 3 clusters Score -1.411378e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -14114056.000000 Penalty: 3775.600098
	Iteration 25Q: 3 clusters Score -1.411406e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 109387 members 
Entering Unmasked Estep 
Score: -14114174.000000 Penalty: 3775.600098
	Iteration 26Q: 3 clusters Score -1.411417e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -14114240.000000 Penalty: 3775.600098
	Iteration 27Q: 3 clusters Score -1.411424e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 110083 members 
Entering Unmasked Estep 
Score: -14114299.000000 Penalty: 3775.600098
	Iteration 28Q: 3 clusters Score -1.41143e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 110257 members 
Entering Unmasked Estep 
Score: -14114339.000000 Penalty: 3775.600098
	Iteration 29Q: 3 clusters Score -1.411434e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -14114346.000000 Penalty: 3775.600098
	Iteration 30Q: 3 clusters Score -1.411435e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 110426 members 
Entering Unmasked Estep 
Score: -14114360.000000 Penalty: 3775.600098
	Iteration 31Q: 3 clusters Score -1.411436e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -14114352.000000 Penalty: 3775.600098
	Iteration 32Q: 3 clusters Score -1.411435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -14114354.000000 Penalty: 3775.600098
	Iteration 33Q: 3 clusters Score -1.411435e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 110509 members 
Entering Unmasked Estep 
Score: -14114362.000000 Penalty: 3775.600098
	Iteration 34Q: 3 clusters Score -1.411436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -14114360.000000 Penalty: 3775.600098
	Iteration 35Q: 3 clusters Score -1.411436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -14114361.000000 Penalty: 3775.600098
	Iteration 36Q: 3 clusters Score -1.411436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -14114360.000000 Penalty: 3775.600098
	Iteration 37Q: 3 clusters Score -1.411436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -14114361.000000 Penalty: 3775.600098
	Iteration 38Q: 3 clusters Score -1.411436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -14114348.000000 Penalty: 3775.600098
	Iteration 39Q: 3 clusters Score -1.411435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 110566 members 
Entering Unmasked Estep 
Score: -14114348.000000 Penalty: 3775.600098
	Iteration 40F: 3 clusters Score -1.411435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 110572 members 
Entering Unmasked Estep 
Score: -14114342.000000 Penalty: 3775.600098
	Iteration 41Q: 3 clusters Score -1.411434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 110573 members 
Entering Unmasked Estep 
Score: -14114338.000000 Penalty: 3775.600098
	Iteration 42Q: 3 clusters Score -1.411434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 110578 members 
Entering Unmasked Estep 
Score: -14114344.000000 Penalty: 3775.600098
	Iteration 43Q: 3 clusters Score -1.411434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -14114337.000000 Penalty: 3775.600098
	Iteration 44Q: 3 clusters Score -1.411434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 110588 members 
Entering Unmasked Estep 
Score: -14114336.000000 Penalty: 3775.600098
	Iteration 45Q: 3 clusters Score -1.411434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -14114335.000000 Penalty: 3775.600098
	Iteration 46Q: 3 clusters Score -1.411434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 110593 members 
Entering Unmasked Estep 
Score: -14114328.000000 Penalty: 3775.600098
	Iteration 47Q: 3 clusters Score -1.411433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 110593 members 
Entering Unmasked Estep 
Score: -14114328.000000 Penalty: 3775.600098
	Iteration 48F: 3 clusters Score -1.411433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Entering Unmasked Estep 
Score: -4281064.500000 Penalty: 1693.601318
	Iteration 0F: 2 clusters Score -4281064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -4258326.000000 Penalty: 3387.202637
	Iteration 0F: 3 clusters Score -4258326 nChanged 15676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4266980.000000 Penalty: 3387.202637
	Iteration 1F: 3 clusters Score -4266980 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4267371.000000 Penalty: 3387.202637
	Iteration 2Q: 3 clusters Score -4267371 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4267824.000000 Penalty: 3387.202637
	Iteration 3Q: 3 clusters Score -4267824 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4268433.000000 Penalty: 3387.202637
	Iteration 4Q: 3 clusters Score -4268433 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4269209.000000 Penalty: 3387.202637
	Iteration 5Q: 3 clusters Score -4269209 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4270276.500000 Penalty: 3387.202637
	Iteration 6F: 3 clusters Score -4270276 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -4271766.000000 Penalty: 3387.202637
	Iteration 7F: 3 clusters Score -4271766 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4273521.000000 Penalty: 3387.202637
	Iteration 8F: 3 clusters Score -4273521 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4275144.000000 Penalty: 3387.202637
	Iteration 9F: 3 clusters Score -4275144 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -4276479.500000 Penalty: 3387.202637
	Iteration 10Q: 3 clusters Score -4276480 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4277388.500000 Penalty: 3387.202637
	Iteration 11Q: 3 clusters Score -4277388 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4278022.500000 Penalty: 3387.202637
	Iteration 12Q: 3 clusters Score -4278022 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4278460.500000 Penalty: 3387.202637
	Iteration 13Q: 3 clusters Score -4278460 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4278751.000000 Penalty: 3387.202637
	Iteration 14Q: 3 clusters Score -4278751 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4278989.500000 Penalty: 3387.202637
	Iteration 15Q: 3 clusters Score -4278990 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4279143.500000 Penalty: 3387.202637
	Iteration 16Q: 3 clusters Score -4279144 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4279271.000000 Penalty: 3387.202637
	Iteration 17Q: 3 clusters Score -4279271 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4279349.000000 Penalty: 3387.202637
	Iteration 18Q: 3 clusters Score -4279349 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4279428.500000 Penalty: 3387.202637
	Iteration 19Q: 3 clusters Score -4279428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4279490.500000 Penalty: 3387.202637
	Iteration 20F: 3 clusters Score -4279490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4279537.000000 Penalty: 3387.202637
	Iteration 21Q: 3 clusters Score -4279537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4279570.000000 Penalty: 3387.202637
	Iteration 22Q: 3 clusters Score -4279570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4279589.500000 Penalty: 3387.202637
	Iteration 23Q: 3 clusters Score -4279590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4279596.500000 Penalty: 3387.202637
	Iteration 24Q: 3 clusters Score -4279596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4279609.000000 Penalty: 3387.202637
	Iteration 25Q: 3 clusters Score -4279609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4279617.000000 Penalty: 3387.202637
	Iteration 26Q: 3 clusters Score -4279617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4279621.500000 Penalty: 3387.202637
	Iteration 27Q: 3 clusters Score -4279622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4279628.000000 Penalty: 3387.202637
	Iteration 28Q: 3 clusters Score -4279628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4279626.000000 Penalty: 3387.202637
	Iteration 29Q: 3 clusters Score -4279626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4279623.000000 Penalty: 3387.202637
	Iteration 30Q: 3 clusters Score -4279623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4279630.500000 Penalty: 3387.202637
	Iteration 31Q: 3 clusters Score -4279630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4279631.500000 Penalty: 3387.202637
	Iteration 32Q: 3 clusters Score -4279632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4279633.500000 Penalty: 3387.202637
	Iteration 33Q: 3 clusters Score -4279634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4279633.500000 Penalty: 3387.202637
	Iteration 34F: 3 clusters Score -4279634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Entering Unmasked Estep 
Score: -6184815.000000 Penalty: 1752.070557
	Iteration 0F: 2 clusters Score -6184815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -6152526.000000 Penalty: 3504.141113
	Iteration 0F: 3 clusters Score -6152526 nChanged 22655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -6165321.500000 Penalty: 3504.141113
	Iteration 1F: 3 clusters Score -6165322 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -6165714.000000 Penalty: 3504.141113
	Iteration 2Q: 3 clusters Score -6165714 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -6166038.500000 Penalty: 3504.141113
	Iteration 3Q: 3 clusters Score -6166038 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -6166359.500000 Penalty: 3504.141113
	Iteration 4Q: 3 clusters Score -6166360 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -6166665.500000 Penalty: 3504.141113
	Iteration 5Q: 3 clusters Score -6166666 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -6167035.500000 Penalty: 3504.141113
	Iteration 6Q: 3 clusters Score -6167036 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -6167553.500000 Penalty: 3504.141113
	Iteration 7Q: 3 clusters Score -6167554 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -6168434.000000 Penalty: 3504.141113
	Iteration 8Q: 3 clusters Score -6168434 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -6169843.000000 Penalty: 3504.141113
	Iteration 9Q: 3 clusters Score -6169843 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -6172044.500000 Penalty: 3504.141113
	Iteration 10F: 3 clusters Score -6172044 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -6174589.000000 Penalty: 3504.141113
	Iteration 11F: 3 clusters Score -6174589 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -6176416.000000 Penalty: 3504.141113
	Iteration 12F: 3 clusters Score -6176416 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -6177121.000000 Penalty: 3504.141113
	Iteration 13Q: 3 clusters Score -6177121 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -6177488.500000 Penalty: 3504.141113
	Iteration 14Q: 3 clusters Score -6177488 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -6177749.000000 Penalty: 3504.141113
	Iteration 15Q: 3 clusters Score -6177749 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -6178011.500000 Penalty: 3504.141113
	Iteration 16Q: 3 clusters Score -6178012 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -6178270.000000 Penalty: 3504.141113
	Iteration 17Q: 3 clusters Score -6178270 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -6178448.000000 Penalty: 3504.141113
	Iteration 18Q: 3 clusters Score -6178448 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -6178637.500000 Penalty: 3504.141113
	Iteration 19Q: 3 clusters Score -6178638 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -6178773.000000 Penalty: 3504.141113
	Iteration 20F: 3 clusters Score -6178773 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -6178918.500000 Penalty: 3504.141113
	Iteration 21Q: 3 clusters Score -6178918 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -6179028.500000 Penalty: 3504.141113
	Iteration 22Q: 3 clusters Score -6179028 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -6179134.500000 Penalty: 3504.141113
	Iteration 23Q: 3 clusters Score -6179134 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -6179205.000000 Penalty: 3504.141113
	Iteration 24Q: 3 clusters Score -6179205 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -6179281.500000 Penalty: 3504.141113
	Iteration 25Q: 3 clusters Score -6179282 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -6179367.500000 Penalty: 3504.141113
	Iteration 26Q: 3 clusters Score -6179368 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -6179414.000000 Penalty: 3504.141113
	Iteration 27Q: 3 clusters Score -6179414 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -6179485.500000 Penalty: 3504.141113
	Iteration 28Q: 3 clusters Score -6179486 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -6179542.500000 Penalty: 3504.141113
	Iteration 29Q: 3 clusters Score -6179542 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -6179599.000000 Penalty: 3504.141113
	Iteration 30Q: 3 clusters Score -6179599 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -6179674.500000 Penalty: 3504.141113
	Iteration 31Q: 3 clusters Score -6179674 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -6179771.000000 Penalty: 3504.141113
	Iteration 32Q: 3 clusters Score -6179771 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -6179836.500000 Penalty: 3504.141113
	Iteration 33Q: 3 clusters Score -6179836 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -6179891.000000 Penalty: 3504.141113
	Iteration 34Q: 3 clusters Score -6179891 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -6179948.500000 Penalty: 3504.141113
	Iteration 35Q: 3 clusters Score -6179948 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -6180015.500000 Penalty: 3504.141113
	Iteration 36Q: 3 clusters Score -6180016 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -6180068.500000 Penalty: 3504.141113
	Iteration 37Q: 3 clusters Score -6180068 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -6180124.000000 Penalty: 3504.141113
	Iteration 38Q: 3 clusters Score -6180124 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -6180162.000000 Penalty: 3504.141113
	Iteration 39Q: 3 clusters Score -6180162 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -6180246.500000 Penalty: 3504.141113
	Iteration 40F: 3 clusters Score -6180246 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -6180316.000000 Penalty: 3504.141113
	Iteration 41Q: 3 clusters Score -6180316 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -6180384.500000 Penalty: 3504.141113
	Iteration 42Q: 3 clusters Score -6180384 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -6180459.000000 Penalty: 3504.141113
	Iteration 43Q: 3 clusters Score -6180459 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -6180517.500000 Penalty: 3504.141113
	Iteration 44Q: 3 clusters Score -6180518 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -6180562.000000 Penalty: 3504.141113
	Iteration 45Q: 3 clusters Score -6180562 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -6180622.500000 Penalty: 3504.141113
	Iteration 46Q: 3 clusters Score -6180622 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -6180688.000000 Penalty: 3504.141113
	Iteration 47Q: 3 clusters Score -6180688 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -6180730.000000 Penalty: 3504.141113
	Iteration 48Q: 3 clusters Score -6180730 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -6180829.500000 Penalty: 3504.141113
	Iteration 49Q: 3 clusters Score -6180830 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -6180926.500000 Penalty: 3504.141113
	Iteration 50Q: 3 clusters Score -6180926 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -6181006.000000 Penalty: 3504.141113
	Iteration 51Q: 3 clusters Score -6181006 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -6181090.000000 Penalty: 3504.141113
	Iteration 52Q: 3 clusters Score -6181090 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -6181172.500000 Penalty: 3504.141113
	Iteration 53Q: 3 clusters Score -6181172 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -6181282.500000 Penalty: 3504.141113
	Iteration 54Q: 3 clusters Score -6181282 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -6181357.500000 Penalty: 3504.141113
	Iteration 55Q: 3 clusters Score -6181358 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -6181454.000000 Penalty: 3504.141113
	Iteration 56Q: 3 clusters Score -6181454 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -6181545.000000 Penalty: 3504.141113
	Iteration 57Q: 3 clusters Score -6181545 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -6181630.000000 Penalty: 3504.141113
	Iteration 58Q: 3 clusters Score -6181630 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -6181701.500000 Penalty: 3504.141113
	Iteration 59Q: 3 clusters Score -6181702 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -6181809.500000 Penalty: 3504.141113
	Iteration 60F: 3 clusters Score -6181810 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -6181901.500000 Penalty: 3504.141113
	Iteration 61Q: 3 clusters Score -6181902 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -6181995.000000 Penalty: 3504.141113
	Iteration 62Q: 3 clusters Score -6181995 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -6182063.000000 Penalty: 3504.141113
	Iteration 63Q: 3 clusters Score -6182063 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -6182149.000000 Penalty: 3504.141113
	Iteration 64Q: 3 clusters Score -6182149 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -6182259.000000 Penalty: 3504.141113
	Iteration 65Q: 3 clusters Score -6182259 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -6182354.000000 Penalty: 3504.141113
	Iteration 66Q: 3 clusters Score -6182354 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -6182419.000000 Penalty: 3504.141113
	Iteration 67Q: 3 clusters Score -6182419 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6182492.500000 Penalty: 3504.141113
	Iteration 68Q: 3 clusters Score -6182492 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6182546.000000 Penalty: 3504.141113
	Iteration 69Q: 3 clusters Score -6182546 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6182643.500000 Penalty: 3504.141113
	Iteration 70Q: 3 clusters Score -6182644 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6182699.500000 Penalty: 3504.141113
	Iteration 71Q: 3 clusters Score -6182700 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6182760.000000 Penalty: 3504.141113
	Iteration 72Q: 3 clusters Score -6182760 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6182813.500000 Penalty: 3504.141113
	Iteration 73Q: 3 clusters Score -6182814 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6182876.500000 Penalty: 3504.141113
	Iteration 74Q: 3 clusters Score -6182876 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6182952.000000 Penalty: 3504.141113
	Iteration 75Q: 3 clusters Score -6182952 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6183016.000000 Penalty: 3504.141113
	Iteration 76Q: 3 clusters Score -6183016 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6183070.500000 Penalty: 3504.141113
	Iteration 77Q: 3 clusters Score -6183070 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6183110.000000 Penalty: 3504.141113
	Iteration 78Q: 3 clusters Score -6183110 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6183160.500000 Penalty: 3504.141113
	Iteration 79Q: 3 clusters Score -6183160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6183177.500000 Penalty: 3504.141113
	Iteration 80F: 3 clusters Score -6183178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6183193.500000 Penalty: 3504.141113
	Iteration 81Q: 3 clusters Score -6183194 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6183227.500000 Penalty: 3504.141113
	Iteration 82Q: 3 clusters Score -6183228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6183229.500000 Penalty: 3504.141113
	Iteration 83Q: 3 clusters Score -6183230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6183249.500000 Penalty: 3504.141113
	Iteration 84Q: 3 clusters Score -6183250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6183258.500000 Penalty: 3504.141113
	Iteration 85Q: 3 clusters Score -6183258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6183259.000000 Penalty: 3504.141113
	Iteration 86Q: 3 clusters Score -6183259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6183264.000000 Penalty: 3504.141113
	Iteration 87Q: 3 clusters Score -6183264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6183280.500000 Penalty: 3504.141113
	Iteration 88Q: 3 clusters Score -6183280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6183302.500000 Penalty: 3504.141113
	Iteration 89Q: 3 clusters Score -6183302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6183311.500000 Penalty: 3504.141113
	Iteration 90Q: 3 clusters Score -6183312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6183312.500000 Penalty: 3504.141113
	Iteration 91Q: 3 clusters Score -6183312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6183334.500000 Penalty: 3504.141113
	Iteration 92Q: 3 clusters Score -6183334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6183343.500000 Penalty: 3504.141113
	Iteration 93Q: 3 clusters Score -6183344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6183352.500000 Penalty: 3504.141113
	Iteration 94Q: 3 clusters Score -6183352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6183345.500000 Penalty: 3504.141113
	Iteration 95Q: 3 clusters Score -6183346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6183356.500000 Penalty: 3504.141113
	Iteration 96Q: 3 clusters Score -6183356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6183359.000000 Penalty: 3504.141113
	Iteration 97Q: 3 clusters Score -6183359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6183362.500000 Penalty: 3504.141113
	Iteration 98Q: 3 clusters Score -6183362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6183367.000000 Penalty: 3504.141113
	Iteration 99Q: 3 clusters Score -6183367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6183374.500000 Penalty: 3504.141113
	Iteration 100F: 3 clusters Score -6183374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6183374.000000 Penalty: 3504.141113
	Iteration 101Q: 3 clusters Score -6183374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6183383.000000 Penalty: 3504.141113
	Iteration 102Q: 3 clusters Score -6183383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6183382.500000 Penalty: 3504.141113
	Iteration 103Q: 3 clusters Score -6183382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6183379.500000 Penalty: 3504.141113
	Iteration 104Q: 3 clusters Score -6183380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6183379.000000 Penalty: 3504.141113
	Iteration 105Q: 3 clusters Score -6183379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6183374.500000 Penalty: 3504.141113
	Iteration 106Q: 3 clusters Score -6183374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6183380.000000 Penalty: 3504.141113
	Iteration 107Q: 3 clusters Score -6183380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6183376.500000 Penalty: 3504.141113
	Iteration 108Q: 3 clusters Score -6183376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6183379.500000 Penalty: 3504.141113
	Iteration 109Q: 3 clusters Score -6183380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6183384.000000 Penalty: 3504.141113
	Iteration 110Q: 3 clusters Score -6183384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6183380.000000 Penalty: 3504.141113
	Iteration 111Q: 3 clusters Score -6183380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6183384.000000 Penalty: 3504.141113
	Iteration 112Q: 3 clusters Score -6183384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6183389.000000 Penalty: 3504.141113
	Iteration 113Q: 3 clusters Score -6183389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6183387.000000 Penalty: 3504.141113
	Iteration 114Q: 3 clusters Score -6183387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6183387.500000 Penalty: 3504.141113
	Iteration 115Q: 3 clusters Score -6183388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6183387.000000 Penalty: 3504.141113
	Iteration 116Q: 3 clusters Score -6183387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6183388.500000 Penalty: 3504.141113
	Iteration 117Q: 3 clusters Score -6183388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6183393.000000 Penalty: 3504.141113
	Iteration 118Q: 3 clusters Score -6183393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6183388.500000 Penalty: 3504.141113
	Iteration 119Q: 3 clusters Score -6183388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6183389.500000 Penalty: 3504.141113
	Iteration 120F: 3 clusters Score -6183390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6183387.500000 Penalty: 3504.141113
	Iteration 121Q: 3 clusters Score -6183388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6183387.500000 Penalty: 3504.141113
	Iteration 122F: 3 clusters Score -6183388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -442091.031250 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -442091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -438980.875000 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -438980.9 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -439842.375000 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -439842.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -440011.812500 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -440011.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -440105.281250 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -440105.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -440199.156250 Penalty: 2662.585449
	Iteration 4Q: 3 clusters Score -440199.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -440314.093750 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -440314.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -440441.218750 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -440441.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -440581.218750 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -440581.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -440750.250000 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -440750.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -440923.281250 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -440923.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -441061.500000 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -441061.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -441160.500000 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -441160.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -441215.937500 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -441215.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -441245.093750 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -441245.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -441260.531250 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -441260.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -441275.343750 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -441275.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -441286.968750 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -441287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -441295.468750 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -441295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -441298.593750 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -441298.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -441300.093750 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -441300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -441302.156250 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -441302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -441303.000000 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -441303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -441303.000000 Penalty: 2662.585449
	Iteration 22F: 3 clusters Score -441303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38355 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109414 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114049 members 
Mstep: Class 10 contains 18490 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110994 members 
Mstep: Class 17 contains 33596 members 
Mstep: Class 19 contains 48145 members 
Mstep: Class 20 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822416.000000 Penalty: 40969.332031
Iteration 319Q: 20 clusters Score -7.282242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38365 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109414 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114051 members 
Mstep: Class 10 contains 18489 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40291 members 
Mstep: Class 16 contains 110987 members 
Mstep: Class 17 contains 33598 members 
Mstep: Class 19 contains 48140 members 
Mstep: Class 20 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822400.000000 Penalty: 40969.332031
Iteration 320F: 20 clusters Score -7.28224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38370 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109416 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114048 members 
Mstep: Class 10 contains 18487 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40292 members 
Mstep: Class 16 contains 110986 members 
Mstep: Class 17 contains 33599 members 
Mstep: Class 19 contains 48139 members 
Mstep: Class 20 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822432.000000 Penalty: 40969.332031
Iteration 321Q: 20 clusters Score -7.282243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38372 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109416 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114049 members 
Mstep: Class 10 contains 18487 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40293 members 
Mstep: Class 16 contains 110979 members 
Mstep: Class 17 contains 33602 members 
Mstep: Class 19 contains 48137 members 
Mstep: Class 20 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 322Q: 20 clusters Score -7.282233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38376 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109417 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114048 members 
Mstep: Class 10 contains 18488 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40291 members 
Mstep: Class 16 contains 110975 members 
Mstep: Class 17 contains 33606 members 
Mstep: Class 19 contains 48134 members 
Mstep: Class 20 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822360.000000 Penalty: 40969.332031
Iteration 323Q: 20 clusters Score -7.282236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38381 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109418 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114049 members 
Mstep: Class 10 contains 18487 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110968 members 
Mstep: Class 17 contains 33610 members 
Mstep: Class 19 contains 48130 members 
Mstep: Class 20 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822336.000000 Penalty: 40969.332031
Iteration 324Q: 20 clusters Score -7.282234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38387 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109420 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114047 members 
Mstep: Class 10 contains 18486 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 110961 members 
Mstep: Class 17 contains 33617 members 
Mstep: Class 19 contains 48128 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822336.000000 Penalty: 40969.332031
Iteration 325Q: 20 clusters Score -7.282234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38393 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109421 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114049 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40285 members 
Mstep: Class 16 contains 110956 members 
Mstep: Class 17 contains 33623 members 
Mstep: Class 19 contains 48126 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 326Q: 20 clusters Score -7.282233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38394 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109422 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114049 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40284 members 
Mstep: Class 16 contains 110954 members 
Mstep: Class 17 contains 33625 members 
Mstep: Class 19 contains 48127 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 327Q: 20 clusters Score -7.282233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38397 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109424 members 
Mstep: Class 7 contains 7351 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114048 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110947 members 
Mstep: Class 17 contains 33628 members 
Mstep: Class 19 contains 48125 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822352.000000 Penalty: 40969.332031
Iteration 328Q: 20 clusters Score -7.282235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38399 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109425 members 
Mstep: Class 7 contains 7349 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114047 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110944 members 
Mstep: Class 17 contains 33632 members 
Mstep: Class 19 contains 48123 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822352.000000 Penalty: 40969.332031
Iteration 329Q: 20 clusters Score -7.282235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38403 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109425 members 
Mstep: Class 7 contains 7349 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114046 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110939 members 
Mstep: Class 17 contains 33634 members 
Mstep: Class 19 contains 48122 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822336.000000 Penalty: 40969.332031
Iteration 330Q: 20 clusters Score -7.282234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38404 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109425 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114045 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110934 members 
Mstep: Class 17 contains 33642 members 
Mstep: Class 19 contains 48121 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822392.000000 Penalty: 40969.332031
Iteration 331Q: 20 clusters Score -7.282239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38403 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109427 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114046 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110924 members 
Mstep: Class 17 contains 33649 members 
Mstep: Class 19 contains 48120 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822368.000000 Penalty: 40969.332031
Iteration 332Q: 20 clusters Score -7.282237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38403 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109427 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114041 members 
Mstep: Class 10 contains 18481 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40283 members 
Mstep: Class 16 contains 110919 members 
Mstep: Class 17 contains 33662 members 
Mstep: Class 19 contains 48121 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822304.000000 Penalty: 40969.332031
Iteration 333Q: 20 clusters Score -7.28223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38406 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109427 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114041 members 
Mstep: Class 10 contains 18480 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40282 members 
Mstep: Class 16 contains 110909 members 
Mstep: Class 17 contains 33673 members 
Mstep: Class 19 contains 48117 members 
Mstep: Class 20 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822280.000000 Penalty: 40969.332031
Iteration 334Q: 20 clusters Score -7.282228e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38410 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109429 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114037 members 
Mstep: Class 10 contains 18479 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40282 members 
Mstep: Class 16 contains 110897 members 
Mstep: Class 17 contains 33683 members 
Mstep: Class 19 contains 48111 members 
Mstep: Class 20 contains 3608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822288.000000 Penalty: 40969.332031
Iteration 335Q: 20 clusters Score -7.282229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38421 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109431 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114037 members 
Mstep: Class 10 contains 18480 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40284 members 
Mstep: Class 16 contains 110879 members 
Mstep: Class 17 contains 33692 members 
Mstep: Class 19 contains 48108 members 
Mstep: Class 20 contains 3606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822272.000000 Penalty: 40969.332031
Iteration 336Q: 20 clusters Score -7.282227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38434 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109431 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114034 members 
Mstep: Class 10 contains 18481 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110860 members 
Mstep: Class 17 contains 33705 members 
Mstep: Class 19 contains 48107 members 
Mstep: Class 20 contains 3605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822296.000000 Penalty: 40969.332031
Iteration 337Q: 20 clusters Score -7.28223e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38443 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109427 members 
Mstep: Class 7 contains 7345 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114035 members 
Mstep: Class 10 contains 18483 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 110843 members 
Mstep: Class 17 contains 33719 members 
Mstep: Class 19 contains 48105 members 
Mstep: Class 20 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 338Q: 20 clusters Score -7.282232e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38454 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 109427 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114035 members 
Mstep: Class 10 contains 18483 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 110833 members 
Mstep: Class 17 contains 33728 members 
Mstep: Class 19 contains 48103 members 
Mstep: Class 20 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822272.000000 Penalty: 40969.332031
Iteration 339Q: 20 clusters Score -7.282227e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38464 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4724 members 
Mstep: Class 6 contains 109425 members 
Mstep: Class 7 contains 7342 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114035 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110829 members 
Mstep: Class 17 contains 33736 members 
Mstep: Class 19 contains 48101 members 
Mstep: Class 20 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822288.000000 Penalty: 40969.332031
Iteration 340F: 20 clusters Score -7.282229e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38480 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109426 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114033 members 
Mstep: Class 10 contains 18479 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40281 members 
Mstep: Class 16 contains 110819 members 
Mstep: Class 17 contains 33747 members 
Mstep: Class 19 contains 48101 members 
Mstep: Class 20 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 341Q: 20 clusters Score -7.282228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38496 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109428 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114031 members 
Mstep: Class 10 contains 18480 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40283 members 
Mstep: Class 16 contains 110799 members 
Mstep: Class 17 contains 33753 members 
Mstep: Class 19 contains 48100 members 
Mstep: Class 20 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 342Q: 20 clusters Score -7.282231e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38521 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109430 members 
Mstep: Class 7 contains 7341 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114023 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40285 members 
Mstep: Class 16 contains 110785 members 
Mstep: Class 17 contains 33758 members 
Mstep: Class 19 contains 48092 members 
Mstep: Class 20 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 343Q: 20 clusters Score -7.282238e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38541 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109431 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114017 members 
Mstep: Class 10 contains 18477 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110774 members 
Mstep: Class 17 contains 33766 members 
Mstep: Class 19 contains 48088 members 
Mstep: Class 20 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 344Q: 20 clusters Score -7.282239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38561 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109436 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114013 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40284 members 
Mstep: Class 16 contains 110757 members 
Mstep: Class 17 contains 33770 members 
Mstep: Class 19 contains 48086 members 
Mstep: Class 20 contains 3600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 345Q: 20 clusters Score -7.282234e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38583 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109441 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 114003 members 
Mstep: Class 10 contains 18475 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110741 members 
Mstep: Class 17 contains 33775 members 
Mstep: Class 19 contains 48083 members 
Mstep: Class 20 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 346Q: 20 clusters Score -7.282235e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38605 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109442 members 
Mstep: Class 7 contains 7342 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113994 members 
Mstep: Class 10 contains 18472 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40284 members 
Mstep: Class 16 contains 110731 members 
Mstep: Class 17 contains 33780 members 
Mstep: Class 19 contains 48082 members 
Mstep: Class 20 contains 3595 members 
Entering Unmasked Estep 
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Iteration 347Q: 20 clusters Score -7.282238e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38633 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109443 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113979 members 
Mstep: Class 10 contains 18470 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40280 members 
Mstep: Class 16 contains 110717 members 
Mstep: Class 17 contains 33784 members 
Mstep: Class 19 contains 48083 members 
Mstep: Class 20 contains 3593 members 
Entering Unmasked Estep 
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Iteration 348Q: 20 clusters Score -7.28224e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38651 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109447 members 
Mstep: Class 7 contains 7343 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113972 members 
Mstep: Class 10 contains 18473 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40283 members 
Mstep: Class 16 contains 110708 members 
Mstep: Class 17 contains 33785 members 
Mstep: Class 19 contains 48073 members 
Mstep: Class 20 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 349Q: 20 clusters Score -7.282245e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38670 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109449 members 
Mstep: Class 7 contains 7342 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113964 members 
Mstep: Class 10 contains 18473 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110698 members 
Mstep: Class 17 contains 33785 members 
Mstep: Class 19 contains 48072 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 350Q: 20 clusters Score -7.28225e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38688 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109451 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113958 members 
Mstep: Class 10 contains 18467 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 110692 members 
Mstep: Class 17 contains 33786 members 
Mstep: Class 19 contains 48069 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822480.000000 Penalty: 40969.332031
Iteration 351Q: 20 clusters Score -7.282248e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38704 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109451 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113952 members 
Mstep: Class 10 contains 18464 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40291 members 
Mstep: Class 16 contains 110690 members 
Mstep: Class 17 contains 33788 members 
Mstep: Class 19 contains 48061 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822440.000000 Penalty: 40969.332031
Iteration 352Q: 20 clusters Score -7.282244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38723 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 109453 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113948 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110689 members 
Mstep: Class 17 contains 33790 members 
Mstep: Class 19 contains 48055 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822360.000000 Penalty: 40969.332031
Iteration 353Q: 20 clusters Score -7.282236e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38751 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109453 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113943 members 
Mstep: Class 10 contains 18457 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 110683 members 
Mstep: Class 17 contains 33791 members 
Mstep: Class 19 contains 48045 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822360.000000 Penalty: 40969.332031
Iteration 354Q: 20 clusters Score -7.282236e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38762 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4721 members 
Mstep: Class 6 contains 109455 members 
Mstep: Class 7 contains 7350 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113941 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40287 members 
Mstep: Class 16 contains 110678 members 
Mstep: Class 17 contains 33794 members 
Mstep: Class 19 contains 48039 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822472.000000 Penalty: 40969.332031
Iteration 355Q: 20 clusters Score -7.282247e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38778 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109457 members 
Mstep: Class 7 contains 7351 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113929 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110668 members 
Mstep: Class 17 contains 33799 members 
Mstep: Class 19 contains 48036 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822504.000000 Penalty: 40969.332031
Iteration 356Q: 20 clusters Score -7.28225e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38789 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109455 members 
Mstep: Class 7 contains 7351 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113920 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40291 members 
Mstep: Class 16 contains 110670 members 
Mstep: Class 17 contains 33802 members 
Mstep: Class 19 contains 48034 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822544.000000 Penalty: 40969.332031
Iteration 357Q: 20 clusters Score -7.282254e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38799 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109458 members 
Mstep: Class 7 contains 7349 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113913 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40291 members 
Mstep: Class 16 contains 110675 members 
Mstep: Class 17 contains 33806 members 
Mstep: Class 19 contains 48031 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822544.000000 Penalty: 40969.332031
Iteration 358Q: 20 clusters Score -7.282254e+07 nChanged 46
Entering ConstructFrom: 
Score: -72822544.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (47426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Entering Unmasked Estep 
Score: -6090940.500000 Penalty: 1749.625488
	Iteration 0F: 2 clusters Score -6090940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -6059237.000000 Penalty: 3499.250977
	Iteration 0F: 3 clusters Score -6059237 nChanged 22265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -6071946.500000 Penalty: 3499.250977
	Iteration 1F: 3 clusters Score -6071946 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -6072663.500000 Penalty: 3499.250977
	Iteration 2Q: 3 clusters Score -6072664 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -6073757.000000 Penalty: 3499.250977
	Iteration 3Q: 3 clusters Score -6073757 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -6075494.000000 Penalty: 3499.250977
	Iteration 4F: 3 clusters Score -6075494 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -6078135.000000 Penalty: 3499.250977
	Iteration 5F: 3 clusters Score -6078135 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -6081430.500000 Penalty: 3499.250977
	Iteration 6F: 3 clusters Score -6081430 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -6084360.500000 Penalty: 3499.250977
	Iteration 7F: 3 clusters Score -6084360 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6086378.500000 Penalty: 3499.250977
	Iteration 8Q: 3 clusters Score -6086378 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6087626.000000 Penalty: 3499.250977
	Iteration 9Q: 3 clusters Score -6087626 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6088359.000000 Penalty: 3499.250977
	Iteration 10Q: 3 clusters Score -6088359 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6088804.000000 Penalty: 3499.250977
	Iteration 11Q: 3 clusters Score -6088804 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6089049.500000 Penalty: 3499.250977
	Iteration 12Q: 3 clusters Score -6089050 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6089209.500000 Penalty: 3499.250977
	Iteration 13Q: 3 clusters Score -6089210 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6089275.000000 Penalty: 3499.250977
	Iteration 14Q: 3 clusters Score -6089275 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6089325.000000 Penalty: 3499.250977
	Iteration 15Q: 3 clusters Score -6089325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6089384.500000 Penalty: 3499.250977
	Iteration 16Q: 3 clusters Score -6089384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6089408.000000 Penalty: 3499.250977
	Iteration 17Q: 3 clusters Score -6089408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6089424.500000 Penalty: 3499.250977
	Iteration 18Q: 3 clusters Score -6089424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6089448.500000 Penalty: 3499.250977
	Iteration 19Q: 3 clusters Score -6089448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6089463.500000 Penalty: 3499.250977
	Iteration 20F: 3 clusters Score -6089464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6089468.500000 Penalty: 3499.250977
	Iteration 21Q: 3 clusters Score -6089468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6089468.000000 Penalty: 3499.250977
	Iteration 22Q: 3 clusters Score -6089468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6089471.500000 Penalty: 3499.250977
	Iteration 23Q: 3 clusters Score -6089472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6089472.500000 Penalty: 3499.250977
	Iteration 24Q: 3 clusters Score -6089472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6089477.000000 Penalty: 3499.250977
	Iteration 25Q: 3 clusters Score -6089477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6089479.000000 Penalty: 3499.250977
	Iteration 26Q: 3 clusters Score -6089479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6089483.000000 Penalty: 3499.250977
	Iteration 27Q: 3 clusters Score -6089483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6089482.000000 Penalty: 3499.250977
	Iteration 28Q: 3 clusters Score -6089482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6089483.500000 Penalty: 3499.250977
	Iteration 29Q: 3 clusters Score -6089484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6089483.500000 Penalty: 3499.250977
	Iteration 30F: 3 clusters Score -6089484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -22257.128906 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -22257.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21505.296875 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -21505.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21772.054688 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -21772.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21963.189453 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -21963.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22041.785156 Penalty: 1899.151978
	Iteration 3F: 3 clusters Score -22041.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22101.863281 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -22101.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22121.732422 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -22121.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22122.585938 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -22122.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22122.585938 Penalty: 1899.151978
	Iteration 7F: 3 clusters Score -22122.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Entering Unmasked Estep 
Score: -4983607.000000 Penalty: 1717.020264
	Iteration 0F: 2 clusters Score -4983607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4957662.000000 Penalty: 3434.040527
	Iteration 0F: 3 clusters Score -4957662 nChanged 18004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4967805.500000 Penalty: 3434.040527
	Iteration 1F: 3 clusters Score -4967806 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4968424.000000 Penalty: 3434.040527
	Iteration 2Q: 3 clusters Score -4968424 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -4969363.000000 Penalty: 3434.040527
	Iteration 3F: 3 clusters Score -4969363 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4970941.500000 Penalty: 3434.040527
	Iteration 4F: 3 clusters Score -4970942 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4973341.500000 Penalty: 3434.040527
	Iteration 5F: 3 clusters Score -4973342 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4976482.000000 Penalty: 3434.040527
	Iteration 6F: 3 clusters Score -4976482 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4979515.000000 Penalty: 3434.040527
	Iteration 7F: 3 clusters Score -4979515 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4981232.500000 Penalty: 3434.040527
	Iteration 8Q: 3 clusters Score -4981232 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -4981837.500000 Penalty: 3434.040527
	Iteration 9Q: 3 clusters Score -4981838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -4981975.500000 Penalty: 3434.040527
	Iteration 10Q: 3 clusters Score -4981976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -4982024.500000 Penalty: 3434.040527
	Iteration 11Q: 3 clusters Score -4982024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -4982048.500000 Penalty: 3434.040527
	Iteration 12Q: 3 clusters Score -4982048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -4982087.500000 Penalty: 3434.040527
	Iteration 13Q: 3 clusters Score -4982088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -4982087.500000 Penalty: 3434.040527
	Iteration 14Q: 3 clusters Score -4982088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -4982105.000000 Penalty: 3434.040527
	Iteration 15Q: 3 clusters Score -4982105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -4982107.500000 Penalty: 3434.040527
	Iteration 16Q: 3 clusters Score -4982108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -4982111.000000 Penalty: 3434.040527
	Iteration 17Q: 3 clusters Score -4982111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -4982111.000000 Penalty: 3434.040527
	Iteration 18F: 3 clusters Score -4982111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -8234.651367 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -8234.651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7651.411621 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -7651.412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7790.897461 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -7790.897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7840.567871 Penalty: 1742.420044
	Iteration 2F: 3 clusters Score -7840.568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7866.911133 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -7866.911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7868.148438 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -7868.148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7871.321777 Penalty: 1742.420044
	Iteration 5Q: 3 clusters Score -7871.322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7875.551758 Penalty: 1742.420044
	Iteration 6Q: 3 clusters Score -7875.552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7893.885254 Penalty: 1742.420044
	Iteration 7Q: 3 clusters Score -7893.885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7898.845215 Penalty: 1742.420044
	Iteration 8Q: 3 clusters Score -7898.845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7900.996582 Penalty: 1742.420044
	Iteration 9Q: 3 clusters Score -7900.997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7909.732910 Penalty: 1742.420044
	Iteration 10Q: 3 clusters Score -7909.733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7909.732910 Penalty: 1742.420044
	Iteration 11F: 3 clusters Score -7909.733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -592673.625000 Penalty: 1374.748047
	Iteration 0F: 2 clusters Score -592673.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -588859.062500 Penalty: 2749.496094
	Iteration 0F: 3 clusters Score -588859.1 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -589864.812500 Penalty: 2749.496094
	Iteration 1F: 3 clusters Score -589864.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -590030.937500 Penalty: 2749.496094
	Iteration 2F: 3 clusters Score -590030.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -590131.250000 Penalty: 2749.496094
	Iteration 3Q: 3 clusters Score -590131.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -590211.125000 Penalty: 2749.496094
	Iteration 4Q: 3 clusters Score -590211.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -590274.875000 Penalty: 2749.496094
	Iteration 5Q: 3 clusters Score -590274.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -590327.562500 Penalty: 2749.496094
	Iteration 6Q: 3 clusters Score -590327.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -590381.062500 Penalty: 2749.496094
	Iteration 7Q: 3 clusters Score -590381.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -590425.687500 Penalty: 2749.496094
	Iteration 8Q: 3 clusters Score -590425.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -590472.000000 Penalty: 2749.496094
	Iteration 9Q: 3 clusters Score -590472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -590518.437500 Penalty: 2749.496094
	Iteration 10Q: 3 clusters Score -590518.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -590565.312500 Penalty: 2749.496094
	Iteration 11Q: 3 clusters Score -590565.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -590605.062500 Penalty: 2749.496094
	Iteration 12Q: 3 clusters Score -590605.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -590630.937500 Penalty: 2749.496094
	Iteration 13Q: 3 clusters Score -590630.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -590654.062500 Penalty: 2749.496094
	Iteration 14Q: 3 clusters Score -590654.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -590678.437500 Penalty: 2749.496094
	Iteration 15Q: 3 clusters Score -590678.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -590706.937500 Penalty: 2749.496094
	Iteration 16Q: 3 clusters Score -590706.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -590736.125000 Penalty: 2749.496094
	Iteration 17Q: 3 clusters Score -590736.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -590773.875000 Penalty: 2749.496094
	Iteration 18Q: 3 clusters Score -590773.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -590809.000000 Penalty: 2749.496094
	Iteration 19Q: 3 clusters Score -590809 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -590841.687500 Penalty: 2749.496094
	Iteration 20F: 3 clusters Score -590841.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -590877.687500 Penalty: 2749.496094
	Iteration 21Q: 3 clusters Score -590877.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -590921.000000 Penalty: 2749.496094
	Iteration 22Q: 3 clusters Score -590921 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -590963.812500 Penalty: 2749.496094
	Iteration 23Q: 3 clusters Score -590963.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -591007.937500 Penalty: 2749.496094
	Iteration 24Q: 3 clusters Score -591007.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -591056.437500 Penalty: 2749.496094
	Iteration 25Q: 3 clusters Score -591056.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -591096.250000 Penalty: 2749.496094
	Iteration 26Q: 3 clusters Score -591096.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -591123.250000 Penalty: 2749.496094
	Iteration 27Q: 3 clusters Score -591123.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -591150.062500 Penalty: 2749.496094
	Iteration 28Q: 3 clusters Score -591150.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -591178.125000 Penalty: 2749.496094
	Iteration 29Q: 3 clusters Score -591178.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -591215.312500 Penalty: 2749.496094
	Iteration 30Q: 3 clusters Score -591215.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -591250.250000 Penalty: 2749.496094
	Iteration 31Q: 3 clusters Score -591250.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -591289.812500 Penalty: 2749.496094
	Iteration 32Q: 3 clusters Score -591289.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -591314.312500 Penalty: 2749.496094
	Iteration 33Q: 3 clusters Score -591314.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -591339.312500 Penalty: 2749.496094
	Iteration 34Q: 3 clusters Score -591339.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -591362.250000 Penalty: 2749.496094
	Iteration 35Q: 3 clusters Score -591362.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -591388.625000 Penalty: 2749.496094
	Iteration 36Q: 3 clusters Score -591388.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -591412.000000 Penalty: 2749.496094
	Iteration 37Q: 3 clusters Score -591412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -591428.750000 Penalty: 2749.496094
	Iteration 38Q: 3 clusters Score -591428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -591442.687500 Penalty: 2749.496094
	Iteration 39Q: 3 clusters Score -591442.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -591459.062500 Penalty: 2749.496094
	Iteration 40F: 3 clusters Score -591459.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -591476.000000 Penalty: 2749.496094
	Iteration 41Q: 3 clusters Score -591476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -591489.250000 Penalty: 2749.496094
	Iteration 42Q: 3 clusters Score -591489.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -591502.625000 Penalty: 2749.496094
	Iteration 43Q: 3 clusters Score -591502.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -591518.250000 Penalty: 2749.496094
	Iteration 44Q: 3 clusters Score -591518.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -591532.500000 Penalty: 2749.496094
	Iteration 45Q: 3 clusters Score -591532.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -591547.312500 Penalty: 2749.496094
	Iteration 46Q: 3 clusters Score -591547.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -591559.875000 Penalty: 2749.496094
	Iteration 47Q: 3 clusters Score -591559.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -591570.312500 Penalty: 2749.496094
	Iteration 48Q: 3 clusters Score -591570.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -591578.750000 Penalty: 2749.496094
	Iteration 49Q: 3 clusters Score -591578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -591587.625000 Penalty: 2749.496094
	Iteration 50Q: 3 clusters Score -591587.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -591595.937500 Penalty: 2749.496094
	Iteration 51Q: 3 clusters Score -591595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -591601.562500 Penalty: 2749.496094
	Iteration 52Q: 3 clusters Score -591601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -591602.812500 Penalty: 2749.496094
	Iteration 53Q: 3 clusters Score -591602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -591605.812500 Penalty: 2749.496094
	Iteration 54Q: 3 clusters Score -591605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -591607.875000 Penalty: 2749.496094
	Iteration 55Q: 3 clusters Score -591607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -591608.500000 Penalty: 2749.496094
	Iteration 56Q: 3 clusters Score -591608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -591609.312500 Penalty: 2749.496094
	Iteration 57Q: 3 clusters Score -591609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -591612.125000 Penalty: 2749.496094
	Iteration 58Q: 3 clusters Score -591612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -591612.187500 Penalty: 2749.496094
	Iteration 59Q: 3 clusters Score -591612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -591614.312500 Penalty: 2749.496094
	Iteration 60F: 3 clusters Score -591614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -591614.562500 Penalty: 2749.496094
	Iteration 61Q: 3 clusters Score -591614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -591615.000000 Penalty: 2749.496094
	Iteration 62Q: 3 clusters Score -591615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -591616.062500 Penalty: 2749.496094
	Iteration 63Q: 3 clusters Score -591616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -591617.187500 Penalty: 2749.496094
	Iteration 64Q: 3 clusters Score -591617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -591616.562500 Penalty: 2749.496094
	Iteration 65Q: 3 clusters Score -591616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -591618.187500 Penalty: 2749.496094
	Iteration 66Q: 3 clusters Score -591618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -591618.187500 Penalty: 2749.496094
	Iteration 67F: 3 clusters Score -591618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Entering Unmasked Estep 
Score: -14164567.000000 Penalty: 1885.536987
	Iteration 0F: 2 clusters Score -1.416457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -14099664.000000 Penalty: 3771.073975
	Iteration 0F: 3 clusters Score -1.409966e+07 nChanged 52749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -14130345.000000 Penalty: 3771.073975
	Iteration 1F: 3 clusters Score -1.413034e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -14131187.000000 Penalty: 3771.073975
	Iteration 2Q: 3 clusters Score -1.413119e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -14132462.000000 Penalty: 3771.073975
	Iteration 3Q: 3 clusters Score -1.413246e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -14134627.000000 Penalty: 3771.073975
	Iteration 4F: 3 clusters Score -1.413463e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -14138872.000000 Penalty: 3771.073975
	Iteration 5F: 3 clusters Score -1.413887e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -14144683.000000 Penalty: 3771.073975
	Iteration 6F: 3 clusters Score -1.414468e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -14150997.000000 Penalty: 3771.073975
	Iteration 7F: 3 clusters Score -1.4151e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -14156269.000000 Penalty: 3771.073975
	Iteration 8F: 3 clusters Score -1.415627e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -14160415.000000 Penalty: 3771.073975
	Iteration 9Q: 3 clusters Score -1.416042e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -14162122.000000 Penalty: 3771.073975
	Iteration 10Q: 3 clusters Score -1.416212e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 107495 members 
Entering Unmasked Estep 
Score: -14162718.000000 Penalty: 3771.073975
	Iteration 11Q: 3 clusters Score -1.416272e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -14162886.000000 Penalty: 3771.073975
	Iteration 12Q: 3 clusters Score -1.416289e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -14162939.000000 Penalty: 3771.073975
	Iteration 13Q: 3 clusters Score -1.416294e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 108556 members 
Entering Unmasked Estep 
Score: -14163003.000000 Penalty: 3771.073975
	Iteration 14Q: 3 clusters Score -1.4163e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -14163001.000000 Penalty: 3771.073975
	Iteration 15Q: 3 clusters Score -1.4163e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 108704 members 
Entering Unmasked Estep 
Score: -14163047.000000 Penalty: 3771.073975
	Iteration 16Q: 3 clusters Score -1.416305e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 108761 members 
Entering Unmasked Estep 
Score: -14163053.000000 Penalty: 3771.073975
	Iteration 17Q: 3 clusters Score -1.416305e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -14163063.000000 Penalty: 3771.073975
	Iteration 18Q: 3 clusters Score -1.416306e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 108830 members 
Entering Unmasked Estep 
Score: -14163082.000000 Penalty: 3771.073975
	Iteration 19Q: 3 clusters Score -1.416308e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -14163089.000000 Penalty: 3771.073975
	Iteration 20F: 3 clusters Score -1.416309e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 108872 members 
Entering Unmasked Estep 
Score: -14163094.000000 Penalty: 3771.073975
	Iteration 21Q: 3 clusters Score -1.416309e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 108888 members 
Entering Unmasked Estep 
Score: -14163108.000000 Penalty: 3771.073975
	Iteration 22Q: 3 clusters Score -1.416311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 108908 members 
Entering Unmasked Estep 
Score: -14163129.000000 Penalty: 3771.073975
	Iteration 23Q: 3 clusters Score -1.416313e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -14163134.000000 Penalty: 3771.073975
	Iteration 24Q: 3 clusters Score -1.416313e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 108931 members 
Entering Unmasked Estep 
Score: -14163142.000000 Penalty: 3771.073975
	Iteration 25Q: 3 clusters Score -1.416314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -14163154.000000 Penalty: 3771.073975
	Iteration 26Q: 3 clusters Score -1.416315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -14163153.000000 Penalty: 3771.073975
	Iteration 27Q: 3 clusters Score -1.416315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 108958 members 
Entering Unmasked Estep 
Score: -14163153.000000 Penalty: 3771.073975
	Iteration 28Q: 3 clusters Score -1.416315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 108962 members 
Entering Unmasked Estep 
Score: -14163150.000000 Penalty: 3771.073975
	Iteration 29Q: 3 clusters Score -1.416315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 108967 members 
Entering Unmasked Estep 
Score: -14163155.000000 Penalty: 3771.073975
	Iteration 30Q: 3 clusters Score -1.416316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -14163154.000000 Penalty: 3771.073975
	Iteration 31Q: 3 clusters Score -1.416315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -14163152.000000 Penalty: 3771.073975
	Iteration 32Q: 3 clusters Score -1.416315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -14163152.000000 Penalty: 3771.073975
	Iteration 33F: 3 clusters Score -1.416315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Entering Unmasked Estep 
Score: -954353.437500 Penalty: 1446.582642
	Iteration 0F: 2 clusters Score -954353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -948890.062500 Penalty: 2893.165283
	Iteration 0F: 3 clusters Score -948890.1 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -950522.125000 Penalty: 2893.165283
	Iteration 1F: 3 clusters Score -950522.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -950719.750000 Penalty: 2893.165283
	Iteration 2F: 3 clusters Score -950719.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -950885.875000 Penalty: 2893.165283
	Iteration 3F: 3 clusters Score -950885.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -951026.750000 Penalty: 2893.165283
	Iteration 4Q: 3 clusters Score -951026.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -951186.625000 Penalty: 2893.165283
	Iteration 5Q: 3 clusters Score -951186.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -951351.750000 Penalty: 2893.165283
	Iteration 6Q: 3 clusters Score -951351.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -951546.875000 Penalty: 2893.165283
	Iteration 7Q: 3 clusters Score -951546.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -951752.000000 Penalty: 2893.165283
	Iteration 8Q: 3 clusters Score -951752 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -951989.812500 Penalty: 2893.165283
	Iteration 9Q: 3 clusters Score -951989.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -952248.062500 Penalty: 2893.165283
	Iteration 10Q: 3 clusters Score -952248.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -952475.250000 Penalty: 2893.165283
	Iteration 11Q: 3 clusters Score -952475.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -952639.625000 Penalty: 2893.165283
	Iteration 12Q: 3 clusters Score -952639.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -952765.625000 Penalty: 2893.165283
	Iteration 13Q: 3 clusters Score -952765.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -952860.000000 Penalty: 2893.165283
	Iteration 14Q: 3 clusters Score -952860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -952925.500000 Penalty: 2893.165283
	Iteration 15Q: 3 clusters Score -952925.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -952970.125000 Penalty: 2893.165283
	Iteration 16Q: 3 clusters Score -952970.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -953011.062500 Penalty: 2893.165283
	Iteration 17Q: 3 clusters Score -953011.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -953037.500000 Penalty: 2893.165283
	Iteration 18Q: 3 clusters Score -953037.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -953056.875000 Penalty: 2893.165283
	Iteration 19Q: 3 clusters Score -953056.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -953073.625000 Penalty: 2893.165283
	Iteration 20F: 3 clusters Score -953073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -953089.000000 Penalty: 2893.165283
	Iteration 21Q: 3 clusters Score -953089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -953101.750000 Penalty: 2893.165283
	Iteration 22Q: 3 clusters Score -953101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -953109.250000 Penalty: 2893.165283
	Iteration 23Q: 3 clusters Score -953109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -953109.875000 Penalty: 2893.165283
	Iteration 24Q: 3 clusters Score -953109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -953114.812500 Penalty: 2893.165283
	Iteration 25Q: 3 clusters Score -953114.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -953119.250000 Penalty: 2893.165283
	Iteration 26Q: 3 clusters Score -953119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -953121.375000 Penalty: 2893.165283
	Iteration 27Q: 3 clusters Score -953121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -953122.437500 Penalty: 2893.165283
	Iteration 28Q: 3 clusters Score -953122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -953122.437500 Penalty: 2893.165283
	Iteration 29Q: 3 clusters Score -953122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -953123.625000 Penalty: 2893.165283
	Iteration 30Q: 3 clusters Score -953123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -953123.625000 Penalty: 2893.165283
	Iteration 31Q: 3 clusters Score -953123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -953125.062500 Penalty: 2893.165283
	Iteration 32Q: 3 clusters Score -953125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -953128.062500 Penalty: 2893.165283
	Iteration 33Q: 3 clusters Score -953128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -953131.250000 Penalty: 2893.165283
	Iteration 34Q: 3 clusters Score -953131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -953132.750000 Penalty: 2893.165283
	Iteration 35Q: 3 clusters Score -953132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -953132.750000 Penalty: 2893.165283
	Iteration 36Q: 3 clusters Score -953132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -953133.000000 Penalty: 2893.165283
	Iteration 37Q: 3 clusters Score -953133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -953136.812500 Penalty: 2893.165283
	Iteration 38Q: 3 clusters Score -953136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -953139.500000 Penalty: 2893.165283
	Iteration 39Q: 3 clusters Score -953139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -953139.500000 Penalty: 2893.165283
	Iteration 40F: 3 clusters Score -953139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45731.093750 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -45731.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44831.296875 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -44831.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45227.972656 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -45227.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45518.253906 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -45518.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45690.921875 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -45690.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45784.917969 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -45784.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45819.875000 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -45819.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45821.652344 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -45821.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45822.554688 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -45822.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45822.554688 Penalty: 1962.307983
	Iteration 8F: 3 clusters Score -45822.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38804 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 113908 members 
Mstep: Class 10 contains 18460 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110683 members 
Mstep: Class 17 contains 33810 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 48031 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
Score: -72821392.000000 Penalty: 43125.609375
Splitting cluster 8 changes total score from -72822544.000000 to -72821392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (113908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Entering Unmasked Estep 
Score: -14552507.000000 Penalty: 1892.011353
	Iteration 0F: 2 clusters Score -1.455251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -14481603.000000 Penalty: 3784.022705
	Iteration 0F: 3 clusters Score -1.44816e+07 nChanged 54611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -14514080.000000 Penalty: 3784.022705
	Iteration 1F: 3 clusters Score -1.451408e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -14515767.000000 Penalty: 3784.022705
	Iteration 2Q: 3 clusters Score -1.451577e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -14518513.000000 Penalty: 3784.022705
	Iteration 3Q: 3 clusters Score -1.451851e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -14522757.000000 Penalty: 3784.022705
	Iteration 4F: 3 clusters Score -1.452276e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -14528357.000000 Penalty: 3784.022705
	Iteration 5F: 3 clusters Score -1.452836e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -14534959.000000 Penalty: 3784.022705
	Iteration 6F: 3 clusters Score -1.453496e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -14541097.000000 Penalty: 3784.022705
	Iteration 7F: 3 clusters Score -1.45411e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -14544066.000000 Penalty: 3784.022705
	Iteration 8Q: 3 clusters Score -1.454407e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85223 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -14545341.000000 Penalty: 3784.022705
	Iteration 9Q: 3 clusters Score -1.454534e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -14546021.000000 Penalty: 3784.022705
	Iteration 10Q: 3 clusters Score -1.454602e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -14546522.000000 Penalty: 3784.022705
	Iteration 11Q: 3 clusters Score -1.454652e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89585 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -14547125.000000 Penalty: 3784.022705
	Iteration 12Q: 3 clusters Score -1.454712e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -14547603.000000 Penalty: 3784.022705
	Iteration 13Q: 3 clusters Score -1.45476e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92489 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -14548266.000000 Penalty: 3784.022705
	Iteration 14Q: 3 clusters Score -1.454827e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -14548880.000000 Penalty: 3784.022705
	Iteration 15Q: 3 clusters Score -1.454888e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -14549507.000000 Penalty: 3784.022705
	Iteration 16Q: 3 clusters Score -1.454951e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -14550103.000000 Penalty: 3784.022705
	Iteration 17Q: 3 clusters Score -1.45501e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -14550653.000000 Penalty: 3784.022705
	Iteration 18Q: 3 clusters Score -1.455065e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -14551145.000000 Penalty: 3784.022705
	Iteration 19Q: 3 clusters Score -1.455114e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -14551580.000000 Penalty: 3784.022705
	Iteration 20F: 3 clusters Score -1.455158e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -14551862.000000 Penalty: 3784.022705
	Iteration 21Q: 3 clusters Score -1.455186e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -14552104.000000 Penalty: 3784.022705
	Iteration 22Q: 3 clusters Score -1.45521e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -14552353.000000 Penalty: 3784.022705
	Iteration 23Q: 3 clusters Score -1.455235e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -14552716.000000 Penalty: 3784.022705
	Iteration 24Q: 3 clusters Score -1.455272e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -14552997.000000 Penalty: 3784.022705
	Iteration 25Q: 3 clusters Score -1.4553e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106835 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -14553282.000000 Penalty: 3784.022705
	Iteration 26Q: 3 clusters Score -1.455328e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107661 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -14553425.000000 Penalty: 3784.022705
	Iteration 27Q: 3 clusters Score -1.455342e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -14553487.000000 Penalty: 3784.022705
	Iteration 28Q: 3 clusters Score -1.455349e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109054 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -14553459.000000 Penalty: 3784.022705
	Iteration 29Q: 3 clusters Score -1.455346e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109659 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -14553434.000000 Penalty: 3784.022705
	Iteration 30Q: 3 clusters Score -1.455343e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -14553415.000000 Penalty: 3784.022705
	Iteration 31Q: 3 clusters Score -1.455342e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -14553339.000000 Penalty: 3784.022705
	Iteration 32Q: 3 clusters Score -1.455334e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110928 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -14553231.000000 Penalty: 3784.022705
	Iteration 33Q: 3 clusters Score -1.455323e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111256 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -14553165.000000 Penalty: 3784.022705
	Iteration 34Q: 3 clusters Score -1.455316e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111529 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -14553096.000000 Penalty: 3784.022705
	Iteration 35Q: 3 clusters Score -1.45531e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111721 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -14553050.000000 Penalty: 3784.022705
	Iteration 36Q: 3 clusters Score -1.455305e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -14553007.000000 Penalty: 3784.022705
	Iteration 37Q: 3 clusters Score -1.455301e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111976 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -14552937.000000 Penalty: 3784.022705
	Iteration 38Q: 3 clusters Score -1.455294e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -14552857.000000 Penalty: 3784.022705
	Iteration 39Q: 3 clusters Score -1.455286e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -14552811.000000 Penalty: 3784.022705
	Iteration 40F: 3 clusters Score -1.455281e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112199 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -14552788.000000 Penalty: 3784.022705
	Iteration 41Q: 3 clusters Score -1.455279e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112242 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14552743.000000 Penalty: 3784.022705
	Iteration 42Q: 3 clusters Score -1.455274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112262 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -14552742.000000 Penalty: 3784.022705
	Iteration 43Q: 3 clusters Score -1.455274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -14552725.000000 Penalty: 3784.022705
	Iteration 44Q: 3 clusters Score -1.455272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -14552696.000000 Penalty: 3784.022705
	Iteration 45Q: 3 clusters Score -1.45527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112328 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -14552688.000000 Penalty: 3784.022705
	Iteration 46Q: 3 clusters Score -1.455269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -14552687.000000 Penalty: 3784.022705
	Iteration 47Q: 3 clusters Score -1.455269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112354 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -14552658.000000 Penalty: 3784.022705
	Iteration 48Q: 3 clusters Score -1.455266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -14552665.000000 Penalty: 3784.022705
	Iteration 49Q: 3 clusters Score -1.455266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -14552663.000000 Penalty: 3784.022705
	Iteration 50Q: 3 clusters Score -1.455266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112379 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14552665.000000 Penalty: 3784.022705
	Iteration 51Q: 3 clusters Score -1.455266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112386 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -14552659.000000 Penalty: 3784.022705
	Iteration 52Q: 3 clusters Score -1.455266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112398 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -14552646.000000 Penalty: 3784.022705
	Iteration 53Q: 3 clusters Score -1.455265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112406 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -14552654.000000 Penalty: 3784.022705
	Iteration 54Q: 3 clusters Score -1.455265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112410 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -14552646.000000 Penalty: 3784.022705
	Iteration 55Q: 3 clusters Score -1.455265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112414 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -14552647.000000 Penalty: 3784.022705
	Iteration 56Q: 3 clusters Score -1.455265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112415 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -14552654.000000 Penalty: 3784.022705
	Iteration 57Q: 3 clusters Score -1.455265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112418 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -14552651.000000 Penalty: 3784.022705
	Iteration 58Q: 3 clusters Score -1.455265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112421 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14552646.000000 Penalty: 3784.022705
	Iteration 59Q: 3 clusters Score -1.455265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112425 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -14552653.000000 Penalty: 3784.022705
	Iteration 60F: 3 clusters Score -1.455265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112427 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -14552644.000000 Penalty: 3784.022705
	Iteration 61Q: 3 clusters Score -1.455264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -14552634.000000 Penalty: 3784.022705
	Iteration 62Q: 3 clusters Score -1.455263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14552632.000000 Penalty: 3784.022705
	Iteration 63Q: 3 clusters Score -1.455263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14552633.000000 Penalty: 3784.022705
	Iteration 64Q: 3 clusters Score -1.455263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112432 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14552634.000000 Penalty: 3784.022705
	Iteration 65Q: 3 clusters Score -1.455263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112432 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14552634.000000 Penalty: 3784.022705
	Iteration 66F: 3 clusters Score -1.455263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38804 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 112432 members 
Mstep: Class 10 contains 18460 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110683 members 
Mstep: Class 17 contains 33810 members 
Mstep: Class 18 contains 1476 members 
Mstep: Class 19 contains 48031 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
Score: -72822296.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72822544.000000 to -72822296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (18460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Entering Unmasked Estep 
Score: -2316219.000000 Penalty: 1596.296265
	Iteration 0F: 2 clusters Score -2316219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2303546.500000 Penalty: 3192.592529
	Iteration 0F: 3 clusters Score -2303546 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2308057.000000 Penalty: 3192.592529
	Iteration 1F: 3 clusters Score -2308057 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2308290.750000 Penalty: 3192.592529
	Iteration 2Q: 3 clusters Score -2308291 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2308487.750000 Penalty: 3192.592529
	Iteration 3Q: 3 clusters Score -2308488 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2308686.500000 Penalty: 3192.592529
	Iteration 4Q: 3 clusters Score -2308686 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2308932.500000 Penalty: 3192.592529
	Iteration 5Q: 3 clusters Score -2308932 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2309313.250000 Penalty: 3192.592529
	Iteration 6Q: 3 clusters Score -2309313 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2309897.250000 Penalty: 3192.592529
	Iteration 7F: 3 clusters Score -2309897 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2310810.000000 Penalty: 3192.592529
	Iteration 8F: 3 clusters Score -2310810 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2312030.000000 Penalty: 3192.592529
	Iteration 9F: 3 clusters Score -2312030 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2313207.500000 Penalty: 3192.592529
	Iteration 10F: 3 clusters Score -2313208 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2314058.000000 Penalty: 3192.592529
	Iteration 11Q: 3 clusters Score -2314058 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2314461.250000 Penalty: 3192.592529
	Iteration 12Q: 3 clusters Score -2314461 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2314616.250000 Penalty: 3192.592529
	Iteration 13Q: 3 clusters Score -2314616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2314717.500000 Penalty: 3192.592529
	Iteration 14Q: 3 clusters Score -2314718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2314753.000000 Penalty: 3192.592529
	Iteration 15Q: 3 clusters Score -2314753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2314774.500000 Penalty: 3192.592529
	Iteration 16Q: 3 clusters Score -2314774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2314799.000000 Penalty: 3192.592529
	Iteration 17Q: 3 clusters Score -2314799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2314815.250000 Penalty: 3192.592529
	Iteration 18Q: 3 clusters Score -2314815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2314821.250000 Penalty: 3192.592529
	Iteration 19Q: 3 clusters Score -2314821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2314825.500000 Penalty: 3192.592529
	Iteration 20F: 3 clusters Score -2314826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2314826.750000 Penalty: 3192.592529
	Iteration 21Q: 3 clusters Score -2314827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2314826.750000 Penalty: 3192.592529
	Iteration 22F: 3 clusters Score -2314827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -59165.839844 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -59165.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58067.996094 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -58068 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58245.988281 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -58245.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58303.699219 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -58303.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58350.941406 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -58350.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58381.242188 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -58381.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58416.562500 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -58416.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58436.574219 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -58436.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58447.457031 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -58447.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58454.421875 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -58454.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58458.363281 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -58458.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58464.011719 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -58464.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58465.410156 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -58465.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58466.039062 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -58466.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58467.222656 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -58467.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58467.222656 Penalty: 2053.078613
	Iteration 14F: 3 clusters Score -58467.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -52847.574219 Penalty: 941.364685
	Iteration 0F: 2 clusters Score -52847.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51937.863281 Penalty: 1882.729370
	Iteration 0F: 3 clusters Score -51937.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52022.156250 Penalty: 1882.729370
	Iteration 1F: 3 clusters Score -52022.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52041.398438 Penalty: 1882.729370
	Iteration 2Q: 3 clusters Score -52041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52053.199219 Penalty: 1882.729370
	Iteration 3Q: 3 clusters Score -52053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52061.906250 Penalty: 1882.729370
	Iteration 4Q: 3 clusters Score -52061.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52071.898438 Penalty: 1882.729370
	Iteration 5Q: 3 clusters Score -52071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52071.898438 Penalty: 1882.729370
	Iteration 6F: 3 clusters Score -52071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -35056.484375 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -35056.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34105.175781 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -34105.18 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34343.910156 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -34343.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34450.078125 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -34450.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34508.644531 Penalty: 1944.779297
	Iteration 3Q: 3 clusters Score -34508.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34558.281250 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -34558.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34587.464844 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -34587.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34604.082031 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -34604.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34622.605469 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -34622.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34630.105469 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -34630.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34634.496094 Penalty: 1944.779297
	Iteration 9Q: 3 clusters Score -34634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34636.023438 Penalty: 1944.779297
	Iteration 10Q: 3 clusters Score -34636.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34636.023438 Penalty: 1944.779297
	Iteration 11F: 3 clusters Score -34636.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -31797.183594 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -31797.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30957.519531 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -30957.52 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31142.728516 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -31142.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31266.255859 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -31266.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31340.166016 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -31340.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31352.566406 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -31352.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31358.771484 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -31358.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31358.771484 Penalty: 1883.718750
	Iteration 6F: 3 clusters Score -31358.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Entering Unmasked Estep 
Score: -5185861.500000 Penalty: 1723.127075
	Iteration 0F: 2 clusters Score -5185862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -5158917.000000 Penalty: 3446.254150
	Iteration 0F: 3 clusters Score -5158917 nChanged 18726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5169345.500000 Penalty: 3446.254150
	Iteration 1F: 3 clusters Score -5169346 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -5169832.500000 Penalty: 3446.254150
	Iteration 2Q: 3 clusters Score -5169832 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5170386.000000 Penalty: 3446.254150
	Iteration 3Q: 3 clusters Score -5170386 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -5171108.500000 Penalty: 3446.254150
	Iteration 4Q: 3 clusters Score -5171108 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5172145.000000 Penalty: 3446.254150
	Iteration 5F: 3 clusters Score -5172145 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -5173602.000000 Penalty: 3446.254150
	Iteration 6F: 3 clusters Score -5173602 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -5175744.500000 Penalty: 3446.254150
	Iteration 7F: 3 clusters Score -5175744 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5178279.500000 Penalty: 3446.254150
	Iteration 8F: 3 clusters Score -5178280 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -5180584.000000 Penalty: 3446.254150
	Iteration 9F: 3 clusters Score -5180584 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -5181751.500000 Penalty: 3446.254150
	Iteration 10Q: 3 clusters Score -5181752 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -5182247.500000 Penalty: 3446.254150
	Iteration 11Q: 3 clusters Score -5182248 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -5182477.000000 Penalty: 3446.254150
	Iteration 12Q: 3 clusters Score -5182477 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -5182708.500000 Penalty: 3446.254150
	Iteration 13Q: 3 clusters Score -5182708 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -5182860.000000 Penalty: 3446.254150
	Iteration 14Q: 3 clusters Score -5182860 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -5182995.500000 Penalty: 3446.254150
	Iteration 15Q: 3 clusters Score -5182996 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -5183123.500000 Penalty: 3446.254150
	Iteration 16Q: 3 clusters Score -5183124 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -5183229.500000 Penalty: 3446.254150
	Iteration 17Q: 3 clusters Score -5183230 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -5183303.000000 Penalty: 3446.254150
	Iteration 18Q: 3 clusters Score -5183303 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -5183416.000000 Penalty: 3446.254150
	Iteration 19Q: 3 clusters Score -5183416 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -5183528.000000 Penalty: 3446.254150
	Iteration 20F: 3 clusters Score -5183528 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -5183599.500000 Penalty: 3446.254150
	Iteration 21Q: 3 clusters Score -5183600 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -5183674.000000 Penalty: 3446.254150
	Iteration 22Q: 3 clusters Score -5183674 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5183771.000000 Penalty: 3446.254150
	Iteration 23Q: 3 clusters Score -5183771 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -5183806.000000 Penalty: 3446.254150
	Iteration 24Q: 3 clusters Score -5183806 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5183896.000000 Penalty: 3446.254150
	Iteration 25Q: 3 clusters Score -5183896 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -5183938.500000 Penalty: 3446.254150
	Iteration 26Q: 3 clusters Score -5183938 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5184010.000000 Penalty: 3446.254150
	Iteration 27Q: 3 clusters Score -5184010 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5184067.500000 Penalty: 3446.254150
	Iteration 28Q: 3 clusters Score -5184068 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -5184136.000000 Penalty: 3446.254150
	Iteration 29Q: 3 clusters Score -5184136 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5184206.000000 Penalty: 3446.254150
	Iteration 30Q: 3 clusters Score -5184206 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5184257.000000 Penalty: 3446.254150
	Iteration 31Q: 3 clusters Score -5184257 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -5184287.500000 Penalty: 3446.254150
	Iteration 32Q: 3 clusters Score -5184288 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -5184319.000000 Penalty: 3446.254150
	Iteration 33Q: 3 clusters Score -5184319 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -5184371.000000 Penalty: 3446.254150
	Iteration 34Q: 3 clusters Score -5184371 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -5184402.500000 Penalty: 3446.254150
	Iteration 35Q: 3 clusters Score -5184402 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -5184443.000000 Penalty: 3446.254150
	Iteration 36Q: 3 clusters Score -5184443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -5184476.000000 Penalty: 3446.254150
	Iteration 37Q: 3 clusters Score -5184476 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -5184504.000000 Penalty: 3446.254150
	Iteration 38Q: 3 clusters Score -5184504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -5184532.500000 Penalty: 3446.254150
	Iteration 39Q: 3 clusters Score -5184532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -5184539.000000 Penalty: 3446.254150
	Iteration 40F: 3 clusters Score -5184539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5184548.000000 Penalty: 3446.254150
	Iteration 41Q: 3 clusters Score -5184548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5184554.500000 Penalty: 3446.254150
	Iteration 42Q: 3 clusters Score -5184554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5184564.500000 Penalty: 3446.254150
	Iteration 43Q: 3 clusters Score -5184564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5184572.000000 Penalty: 3446.254150
	Iteration 44Q: 3 clusters Score -5184572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5184583.000000 Penalty: 3446.254150
	Iteration 45Q: 3 clusters Score -5184583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5184589.500000 Penalty: 3446.254150
	Iteration 46Q: 3 clusters Score -5184590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5184600.500000 Penalty: 3446.254150
	Iteration 47Q: 3 clusters Score -5184600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -5184601.500000 Penalty: 3446.254150
	Iteration 48Q: 3 clusters Score -5184602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5184605.000000 Penalty: 3446.254150
	Iteration 49Q: 3 clusters Score -5184605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -5184597.500000 Penalty: 3446.254150
	Iteration 50Q: 3 clusters Score -5184598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5184602.000000 Penalty: 3446.254150
	Iteration 51Q: 3 clusters Score -5184602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -5184600.000000 Penalty: 3446.254150
	Iteration 52Q: 3 clusters Score -5184600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5184604.000000 Penalty: 3446.254150
	Iteration 53Q: 3 clusters Score -5184604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5184603.000000 Penalty: 3446.254150
	Iteration 54Q: 3 clusters Score -5184603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5184602.000000 Penalty: 3446.254150
	Iteration 55Q: 3 clusters Score -5184602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5184602.000000 Penalty: 3446.254150
	Iteration 56F: 3 clusters Score -5184602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (110683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110683 members 
Entering Unmasked Estep 
Score: -14076654.000000 Penalty: 1887.344116
	Iteration 0F: 2 clusters Score -1.407665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -14004484.000000 Penalty: 3774.688232
	Iteration 0F: 3 clusters Score -1.400448e+07 nChanged 52833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -14036082.000000 Penalty: 3774.688232
	Iteration 1F: 3 clusters Score -1.403608e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -14038120.000000 Penalty: 3774.688232
	Iteration 2Q: 3 clusters Score -1.403812e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -14041316.000000 Penalty: 3774.688232
	Iteration 3F: 3 clusters Score -1.404132e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -14046500.000000 Penalty: 3774.688232
	Iteration 4F: 3 clusters Score -1.40465e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -14053450.000000 Penalty: 3774.688232
	Iteration 5F: 3 clusters Score -1.405345e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 87664 members 
Entering Unmasked Estep 
Score: -14060024.000000 Penalty: 3774.688232
	Iteration 6F: 3 clusters Score -1.406002e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -14064611.000000 Penalty: 3774.688232
	Iteration 7F: 3 clusters Score -1.406461e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
Score: -14067406.000000 Penalty: 3774.688232
	Iteration 8Q: 3 clusters Score -1.406741e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 97859 members 
Entering Unmasked Estep 
Score: -14069239.000000 Penalty: 3774.688232
	Iteration 9Q: 3 clusters Score -1.406924e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -14070581.000000 Penalty: 3774.688232
	Iteration 10Q: 3 clusters Score -1.407058e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -14071577.000000 Penalty: 3774.688232
	Iteration 11Q: 3 clusters Score -1.407158e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -14072499.000000 Penalty: 3774.688232
	Iteration 12Q: 3 clusters Score -1.40725e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -14073272.000000 Penalty: 3774.688232
	Iteration 13Q: 3 clusters Score -1.407327e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 105525 members 
Entering Unmasked Estep 
Score: -14073844.000000 Penalty: 3774.688232
	Iteration 14Q: 3 clusters Score -1.407384e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -14074360.000000 Penalty: 3774.688232
	Iteration 15Q: 3 clusters Score -1.407436e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 106932 members 
Entering Unmasked Estep 
Score: -14074830.000000 Penalty: 3774.688232
	Iteration 16Q: 3 clusters Score -1.407483e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 107367 members 
Entering Unmasked Estep 
Score: -14075189.000000 Penalty: 3774.688232
	Iteration 17Q: 3 clusters Score -1.407519e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 107693 members 
Entering Unmasked Estep 
Score: -14075400.000000 Penalty: 3774.688232
	Iteration 18Q: 3 clusters Score -1.40754e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 107928 members 
Entering Unmasked Estep 
Score: -14075514.000000 Penalty: 3774.688232
	Iteration 19Q: 3 clusters Score -1.407551e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -14075623.000000 Penalty: 3774.688232
	Iteration 20F: 3 clusters Score -1.407562e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 108255 members 
Entering Unmasked Estep 
Score: -14075659.000000 Penalty: 3774.688232
	Iteration 21Q: 3 clusters Score -1.407566e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -14075687.000000 Penalty: 3774.688232
	Iteration 22Q: 3 clusters Score -1.407569e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -14075737.000000 Penalty: 3774.688232
	Iteration 23Q: 3 clusters Score -1.407574e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 108487 members 
Entering Unmasked Estep 
Score: -14075741.000000 Penalty: 3774.688232
	Iteration 24Q: 3 clusters Score -1.407574e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -14075729.000000 Penalty: 3774.688232
	Iteration 25Q: 3 clusters Score -1.407573e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -14075740.000000 Penalty: 3774.688232
	Iteration 26Q: 3 clusters Score -1.407574e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -14075728.000000 Penalty: 3774.688232
	Iteration 27Q: 3 clusters Score -1.407573e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -14075760.000000 Penalty: 3774.688232
	Iteration 28Q: 3 clusters Score -1.407576e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -14075751.000000 Penalty: 3774.688232
	Iteration 29Q: 3 clusters Score -1.407575e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -14075767.000000 Penalty: 3774.688232
	Iteration 30Q: 3 clusters Score -1.407577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 108655 members 
Entering Unmasked Estep 
Score: -14075777.000000 Penalty: 3774.688232
	Iteration 31Q: 3 clusters Score -1.407578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -14075771.000000 Penalty: 3774.688232
	Iteration 32Q: 3 clusters Score -1.407577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -14075779.000000 Penalty: 3774.688232
	Iteration 33Q: 3 clusters Score -1.407578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -14075776.000000 Penalty: 3774.688232
	Iteration 34Q: 3 clusters Score -1.407578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -14075788.000000 Penalty: 3774.688232
	Iteration 35Q: 3 clusters Score -1.407579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -14075793.000000 Penalty: 3774.688232
	Iteration 36Q: 3 clusters Score -1.407579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 108689 members 
Entering Unmasked Estep 
Score: -14075789.000000 Penalty: 3774.688232
	Iteration 37Q: 3 clusters Score -1.407579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -14075788.000000 Penalty: 3774.688232
	Iteration 38Q: 3 clusters Score -1.407579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -14075790.000000 Penalty: 3774.688232
	Iteration 39Q: 3 clusters Score -1.407579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -14075783.000000 Penalty: 3774.688232
	Iteration 40F: 3 clusters Score -1.407578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -14075794.000000 Penalty: 3774.688232
	Iteration 41Q: 3 clusters Score -1.407579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -14075798.000000 Penalty: 3774.688232
	Iteration 42Q: 3 clusters Score -1.40758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -14075792.000000 Penalty: 3774.688232
	Iteration 43Q: 3 clusters Score -1.407579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -14075795.000000 Penalty: 3774.688232
	Iteration 44Q: 3 clusters Score -1.40758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -14075784.000000 Penalty: 3774.688232
	Iteration 45Q: 3 clusters Score -1.407578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -14075783.000000 Penalty: 3774.688232
	Iteration 46Q: 3 clusters Score -1.407578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -14075783.000000 Penalty: 3774.688232
	Iteration 47Q: 3 clusters Score -1.407578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -14075775.000000 Penalty: 3774.688232
	Iteration 48Q: 3 clusters Score -1.407578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -14075779.000000 Penalty: 3774.688232
	Iteration 49Q: 3 clusters Score -1.407578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -14075779.000000 Penalty: 3774.688232
	Iteration 50F: 3 clusters Score -1.407578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Entering Unmasked Estep 
Score: -4307968.500000 Penalty: 1694.633179
	Iteration 0F: 2 clusters Score -4307968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4285210.000000 Penalty: 3389.266357
	Iteration 0F: 3 clusters Score -4285210 nChanged 15752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4293940.500000 Penalty: 3389.266357
	Iteration 1F: 3 clusters Score -4293940 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -4294362.000000 Penalty: 3389.266357
	Iteration 2Q: 3 clusters Score -4294362 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -4294863.000000 Penalty: 3389.266357
	Iteration 3Q: 3 clusters Score -4294863 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4295675.500000 Penalty: 3389.266357
	Iteration 4F: 3 clusters Score -4295676 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4297143.500000 Penalty: 3389.266357
	Iteration 5F: 3 clusters Score -4297144 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -4299457.500000 Penalty: 3389.266357
	Iteration 6F: 3 clusters Score -4299458 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4302337.500000 Penalty: 3389.266357
	Iteration 7F: 3 clusters Score -4302338 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4304684.000000 Penalty: 3389.266357
	Iteration 8F: 3 clusters Score -4304684 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4305877.500000 Penalty: 3389.266357
	Iteration 9Q: 3 clusters Score -4305878 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4306323.500000 Penalty: 3389.266357
	Iteration 10Q: 3 clusters Score -4306324 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4306482.000000 Penalty: 3389.266357
	Iteration 11Q: 3 clusters Score -4306482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4306562.500000 Penalty: 3389.266357
	Iteration 12Q: 3 clusters Score -4306562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4306612.000000 Penalty: 3389.266357
	Iteration 13Q: 3 clusters Score -4306612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4306635.000000 Penalty: 3389.266357
	Iteration 14Q: 3 clusters Score -4306635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4306642.500000 Penalty: 3389.266357
	Iteration 15Q: 3 clusters Score -4306642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4306648.000000 Penalty: 3389.266357
	Iteration 16Q: 3 clusters Score -4306648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4306648.000000 Penalty: 3389.266357
	Iteration 17Q: 3 clusters Score -4306648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4306651.500000 Penalty: 3389.266357
	Iteration 18Q: 3 clusters Score -4306652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4306653.500000 Penalty: 3389.266357
	Iteration 19Q: 3 clusters Score -4306654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4306656.000000 Penalty: 3389.266357
	Iteration 20F: 3 clusters Score -4306656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Entering Unmasked Estep 
Score: -6170253.500000 Penalty: 1751.685303
	Iteration 0F: 2 clusters Score -6170254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -6138192.500000 Penalty: 3503.370605
	Iteration 0F: 3 clusters Score -6138192 nChanged 22468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -6151223.000000 Penalty: 3503.370605
	Iteration 1F: 3 clusters Score -6151223 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -6151787.500000 Penalty: 3503.370605
	Iteration 2Q: 3 clusters Score -6151788 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -6152517.500000 Penalty: 3503.370605
	Iteration 3Q: 3 clusters Score -6152518 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -6153458.000000 Penalty: 3503.370605
	Iteration 4Q: 3 clusters Score -6153458 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -6154843.500000 Penalty: 3503.370605
	Iteration 5F: 3 clusters Score -6154844 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -6156840.500000 Penalty: 3503.370605
	Iteration 6F: 3 clusters Score -6156840 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -6159361.500000 Penalty: 3503.370605
	Iteration 7F: 3 clusters Score -6159362 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -6161935.000000 Penalty: 3503.370605
	Iteration 8F: 3 clusters Score -6161935 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -6163697.500000 Penalty: 3503.370605
	Iteration 9Q: 3 clusters Score -6163698 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -6164722.000000 Penalty: 3503.370605
	Iteration 10Q: 3 clusters Score -6164722 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -6165351.000000 Penalty: 3503.370605
	Iteration 11Q: 3 clusters Score -6165351 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -6165899.500000 Penalty: 3503.370605
	Iteration 12Q: 3 clusters Score -6165900 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -6166380.500000 Penalty: 3503.370605
	Iteration 13Q: 3 clusters Score -6166380 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -6166822.000000 Penalty: 3503.370605
	Iteration 14Q: 3 clusters Score -6166822 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -6167167.000000 Penalty: 3503.370605
	Iteration 15Q: 3 clusters Score -6167167 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -6167458.000000 Penalty: 3503.370605
	Iteration 16Q: 3 clusters Score -6167458 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -6167704.000000 Penalty: 3503.370605
	Iteration 17Q: 3 clusters Score -6167704 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -6167923.500000 Penalty: 3503.370605
	Iteration 18Q: 3 clusters Score -6167924 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -6168053.000000 Penalty: 3503.370605
	Iteration 19Q: 3 clusters Score -6168053 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -6168173.000000 Penalty: 3503.370605
	Iteration 20F: 3 clusters Score -6168173 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -6168286.500000 Penalty: 3503.370605
	Iteration 21Q: 3 clusters Score -6168286 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6168355.500000 Penalty: 3503.370605
	Iteration 22Q: 3 clusters Score -6168356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -6168422.500000 Penalty: 3503.370605
	Iteration 23Q: 3 clusters Score -6168422 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6168493.500000 Penalty: 3503.370605
	Iteration 24Q: 3 clusters Score -6168494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -6168536.500000 Penalty: 3503.370605
	Iteration 25Q: 3 clusters Score -6168536 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -6168574.500000 Penalty: 3503.370605
	Iteration 26Q: 3 clusters Score -6168574 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -6168598.500000 Penalty: 3503.370605
	Iteration 27Q: 3 clusters Score -6168598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -6168627.500000 Penalty: 3503.370605
	Iteration 28Q: 3 clusters Score -6168628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -6168659.000000 Penalty: 3503.370605
	Iteration 29Q: 3 clusters Score -6168659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -6168712.000000 Penalty: 3503.370605
	Iteration 30Q: 3 clusters Score -6168712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -6168738.000000 Penalty: 3503.370605
	Iteration 31Q: 3 clusters Score -6168738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -6168752.500000 Penalty: 3503.370605
	Iteration 32Q: 3 clusters Score -6168752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -6168775.000000 Penalty: 3503.370605
	Iteration 33Q: 3 clusters Score -6168775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6168796.000000 Penalty: 3503.370605
	Iteration 34Q: 3 clusters Score -6168796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -6168803.500000 Penalty: 3503.370605
	Iteration 35Q: 3 clusters Score -6168804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -6168810.500000 Penalty: 3503.370605
	Iteration 36Q: 3 clusters Score -6168810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -6168819.500000 Penalty: 3503.370605
	Iteration 37Q: 3 clusters Score -6168820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -6168819.000000 Penalty: 3503.370605
	Iteration 38Q: 3 clusters Score -6168819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -6168825.500000 Penalty: 3503.370605
	Iteration 39Q: 3 clusters Score -6168826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -6168821.500000 Penalty: 3503.370605
	Iteration 40F: 3 clusters Score -6168822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6168830.500000 Penalty: 3503.370605
	Iteration 41Q: 3 clusters Score -6168830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -6168830.000000 Penalty: 3503.370605
	Iteration 42Q: 3 clusters Score -6168830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6168836.500000 Penalty: 3503.370605
	Iteration 43Q: 3 clusters Score -6168836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -6168837.000000 Penalty: 3503.370605
	Iteration 44Q: 3 clusters Score -6168837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6168845.500000 Penalty: 3503.370605
	Iteration 45Q: 3 clusters Score -6168846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -6168850.000000 Penalty: 3503.370605
	Iteration 46Q: 3 clusters Score -6168850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6168856.000000 Penalty: 3503.370605
	Iteration 47Q: 3 clusters Score -6168856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -6168861.000000 Penalty: 3503.370605
	Iteration 48Q: 3 clusters Score -6168861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6168863.500000 Penalty: 3503.370605
	Iteration 49Q: 3 clusters Score -6168864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6168864.000000 Penalty: 3503.370605
	Iteration 50Q: 3 clusters Score -6168864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -6168866.500000 Penalty: 3503.370605
	Iteration 51Q: 3 clusters Score -6168866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -6168867.000000 Penalty: 3503.370605
	Iteration 52Q: 3 clusters Score -6168867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -6168864.500000 Penalty: 3503.370605
	Iteration 53Q: 3 clusters Score -6168864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -6168864.500000 Penalty: 3503.370605
	Iteration 54Q: 3 clusters Score -6168864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -6168864.500000 Penalty: 3503.370605
	Iteration 55F: 3 clusters Score -6168864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -439003.593750 Penalty: 1330.164673
	Iteration 0F: 2 clusters Score -439003.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -435922.187500 Penalty: 2660.329346
	Iteration 0F: 3 clusters Score -435922.2 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -436689.031250 Penalty: 2660.329346
	Iteration 1F: 3 clusters Score -436689 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -436856.531250 Penalty: 2660.329346
	Iteration 2F: 3 clusters Score -436856.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -436956.343750 Penalty: 2660.329346
	Iteration 3Q: 3 clusters Score -436956.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -437055.125000 Penalty: 2660.329346
	Iteration 4Q: 3 clusters Score -437055.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -437137.812500 Penalty: 2660.329346
	Iteration 5Q: 3 clusters Score -437137.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -437210.625000 Penalty: 2660.329346
	Iteration 6Q: 3 clusters Score -437210.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -437292.593750 Penalty: 2660.329346
	Iteration 7Q: 3 clusters Score -437292.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -437387.406250 Penalty: 2660.329346
	Iteration 8Q: 3 clusters Score -437387.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -437494.125000 Penalty: 2660.329346
	Iteration 9Q: 3 clusters Score -437494.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -437621.843750 Penalty: 2660.329346
	Iteration 10Q: 3 clusters Score -437621.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -437762.031250 Penalty: 2660.329346
	Iteration 11Q: 3 clusters Score -437762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -437894.281250 Penalty: 2660.329346
	Iteration 12Q: 3 clusters Score -437894.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -438038.968750 Penalty: 2660.329346
	Iteration 13Q: 3 clusters Score -438039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -438205.218750 Penalty: 2660.329346
	Iteration 14Q: 3 clusters Score -438205.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -438379.343750 Penalty: 2660.329346
	Iteration 15Q: 3 clusters Score -438379.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -438554.750000 Penalty: 2660.329346
	Iteration 16Q: 3 clusters Score -438554.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -438665.718750 Penalty: 2660.329346
	Iteration 17Q: 3 clusters Score -438665.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -438736.281250 Penalty: 2660.329346
	Iteration 18Q: 3 clusters Score -438736.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -438765.156250 Penalty: 2660.329346
	Iteration 19Q: 3 clusters Score -438765.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -438781.093750 Penalty: 2660.329346
	Iteration 20F: 3 clusters Score -438781.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -438789.593750 Penalty: 2660.329346
	Iteration 21Q: 3 clusters Score -438789.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -438793.812500 Penalty: 2660.329346
	Iteration 22Q: 3 clusters Score -438793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -438795.687500 Penalty: 2660.329346
	Iteration 23Q: 3 clusters Score -438795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -438797.218750 Penalty: 2660.329346
	Iteration 24Q: 3 clusters Score -438797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -438797.406250 Penalty: 2660.329346
	Iteration 25Q: 3 clusters Score -438797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -438797.906250 Penalty: 2660.329346
	Iteration 26Q: 3 clusters Score -438797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -438797.906250 Penalty: 2660.329346
	Iteration 27F: 3 clusters Score -438797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38804 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113908 members 
Mstep: Class 10 contains 18460 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110683 members 
Mstep: Class 17 contains 33810 members 
Mstep: Class 19 contains 48031 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822496.000000 Penalty: 40969.332031
Iteration 359Q: 20 clusters Score -7.28225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38814 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109461 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113905 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40292 members 
Mstep: Class 16 contains 110683 members 
Mstep: Class 17 contains 33812 members 
Mstep: Class 19 contains 48032 members 
Mstep: Class 20 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822424.000000 Penalty: 40969.332031
Iteration 360F: 20 clusters Score -7.282242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38821 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109462 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113903 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40292 members 
Mstep: Class 16 contains 110682 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 48028 members 
Mstep: Class 20 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822520.000000 Penalty: 40969.332031
Iteration 361Q: 20 clusters Score -7.282252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38827 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113903 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 110685 members 
Mstep: Class 17 contains 33815 members 
Mstep: Class 19 contains 48023 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822544.000000 Penalty: 40969.332031
Iteration 362Q: 20 clusters Score -7.282254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38834 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109458 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113898 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 110689 members 
Mstep: Class 17 contains 33814 members 
Mstep: Class 19 contains 48018 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822536.000000 Penalty: 40969.332031
Iteration 363Q: 20 clusters Score -7.282254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38839 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109458 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113901 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40287 members 
Mstep: Class 16 contains 110689 members 
Mstep: Class 17 contains 33814 members 
Mstep: Class 19 contains 48009 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822520.000000 Penalty: 40969.332031
Iteration 364Q: 20 clusters Score -7.282252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38846 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109458 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113902 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110686 members 
Mstep: Class 17 contains 33814 members 
Mstep: Class 19 contains 48007 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822576.000000 Penalty: 40969.332031
Iteration 365Q: 20 clusters Score -7.282258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38853 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109457 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113899 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110686 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 48005 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822592.000000 Penalty: 40969.332031
Iteration 366Q: 20 clusters Score -7.282259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38857 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109457 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113898 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40286 members 
Mstep: Class 16 contains 110684 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 48003 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822592.000000 Penalty: 40969.332031
Iteration 367Q: 20 clusters Score -7.282259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38861 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109457 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113895 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40287 members 
Mstep: Class 16 contains 110685 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 47999 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822608.000000 Penalty: 40969.332031
Iteration 368Q: 20 clusters Score -7.282261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38861 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109457 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113895 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 110686 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 47997 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822576.000000 Penalty: 40969.332031
Iteration 369Q: 20 clusters Score -7.282258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38861 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113892 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 110687 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 47997 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822560.000000 Penalty: 40969.332031
Iteration 370Q: 20 clusters Score -7.282256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38862 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113891 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40289 members 
Mstep: Class 16 contains 110686 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 47997 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822552.000000 Penalty: 40969.332031
Iteration 371Q: 20 clusters Score -7.282255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38862 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113891 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 110686 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 47997 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822536.000000 Penalty: 40969.332031
Iteration 372Q: 20 clusters Score -7.282254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38862 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113891 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40292 members 
Mstep: Class 16 contains 110685 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 47997 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822536.000000 Penalty: 40969.332031
Iteration 373Q: 20 clusters Score -7.282254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38862 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113890 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40293 members 
Mstep: Class 16 contains 110685 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 47997 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822536.000000 Penalty: 40969.332031
Iteration 374Q: 20 clusters Score -7.282254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38862 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 113890 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40293 members 
Mstep: Class 16 contains 110685 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 19 contains 47997 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822536.000000 Penalty: 40969.332031
Iteration 375F: 20 clusters Score -7.282254e+07 nChanged 0
Entering ConstructFrom: 
Score: -72822536.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (47414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Entering Unmasked Estep 
Score: -6089370.500000 Penalty: 1749.584351
	Iteration 0F: 2 clusters Score -6089370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -6057764.500000 Penalty: 3499.168701
	Iteration 0F: 3 clusters Score -6057764 nChanged 22147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -6070161.500000 Penalty: 3499.168701
	Iteration 1F: 3 clusters Score -6070162 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -6070649.500000 Penalty: 3499.168701
	Iteration 2Q: 3 clusters Score -6070650 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -6071263.000000 Penalty: 3499.168701
	Iteration 3Q: 3 clusters Score -6071263 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -6072227.500000 Penalty: 3499.168701
	Iteration 4Q: 3 clusters Score -6072228 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -6073722.500000 Penalty: 3499.168701
	Iteration 5F: 3 clusters Score -6073722 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -6076090.500000 Penalty: 3499.168701
	Iteration 6F: 3 clusters Score -6076090 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -6079245.000000 Penalty: 3499.168701
	Iteration 7F: 3 clusters Score -6079245 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -6082330.500000 Penalty: 3499.168701
	Iteration 8F: 3 clusters Score -6082330 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -6084547.000000 Penalty: 3499.168701
	Iteration 9Q: 3 clusters Score -6084547 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -6085785.000000 Penalty: 3499.168701
	Iteration 10Q: 3 clusters Score -6085785 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -6086412.000000 Penalty: 3499.168701
	Iteration 11Q: 3 clusters Score -6086412 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -6086799.000000 Penalty: 3499.168701
	Iteration 12Q: 3 clusters Score -6086799 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -6087028.500000 Penalty: 3499.168701
	Iteration 13Q: 3 clusters Score -6087028 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -6087225.000000 Penalty: 3499.168701
	Iteration 14Q: 3 clusters Score -6087225 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -6087359.000000 Penalty: 3499.168701
	Iteration 15Q: 3 clusters Score -6087359 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -6087441.000000 Penalty: 3499.168701
	Iteration 16Q: 3 clusters Score -6087441 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6087492.000000 Penalty: 3499.168701
	Iteration 17Q: 3 clusters Score -6087492 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -6087552.000000 Penalty: 3499.168701
	Iteration 18Q: 3 clusters Score -6087552 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6087611.500000 Penalty: 3499.168701
	Iteration 19Q: 3 clusters Score -6087612 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -6087664.500000 Penalty: 3499.168701
	Iteration 20F: 3 clusters Score -6087664 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -6087719.000000 Penalty: 3499.168701
	Iteration 21Q: 3 clusters Score -6087719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -6087767.000000 Penalty: 3499.168701
	Iteration 22Q: 3 clusters Score -6087767 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6087817.500000 Penalty: 3499.168701
	Iteration 23Q: 3 clusters Score -6087818 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -6087851.000000 Penalty: 3499.168701
	Iteration 24Q: 3 clusters Score -6087851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -6087864.000000 Penalty: 3499.168701
	Iteration 25Q: 3 clusters Score -6087864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -6087895.500000 Penalty: 3499.168701
	Iteration 26Q: 3 clusters Score -6087896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -6087893.000000 Penalty: 3499.168701
	Iteration 27Q: 3 clusters Score -6087893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -6087899.500000 Penalty: 3499.168701
	Iteration 28Q: 3 clusters Score -6087900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -6087917.000000 Penalty: 3499.168701
	Iteration 29Q: 3 clusters Score -6087917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -6087929.500000 Penalty: 3499.168701
	Iteration 30Q: 3 clusters Score -6087930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -6087929.000000 Penalty: 3499.168701
	Iteration 31Q: 3 clusters Score -6087929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -6087944.000000 Penalty: 3499.168701
	Iteration 32Q: 3 clusters Score -6087944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6087966.500000 Penalty: 3499.168701
	Iteration 33Q: 3 clusters Score -6087966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -6087971.000000 Penalty: 3499.168701
	Iteration 34Q: 3 clusters Score -6087971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -6087979.500000 Penalty: 3499.168701
	Iteration 35Q: 3 clusters Score -6087980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6087987.500000 Penalty: 3499.168701
	Iteration 36Q: 3 clusters Score -6087988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -6087993.500000 Penalty: 3499.168701
	Iteration 37Q: 3 clusters Score -6087994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -6088001.000000 Penalty: 3499.168701
	Iteration 38Q: 3 clusters Score -6088001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -6088014.000000 Penalty: 3499.168701
	Iteration 39Q: 3 clusters Score -6088014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -6088015.500000 Penalty: 3499.168701
	Iteration 40F: 3 clusters Score -6088016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6088027.500000 Penalty: 3499.168701
	Iteration 41Q: 3 clusters Score -6088028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -6088025.500000 Penalty: 3499.168701
	Iteration 42Q: 3 clusters Score -6088026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -6088026.000000 Penalty: 3499.168701
	Iteration 43Q: 3 clusters Score -6088026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -6088026.500000 Penalty: 3499.168701
	Iteration 44Q: 3 clusters Score -6088026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -6088030.500000 Penalty: 3499.168701
	Iteration 45Q: 3 clusters Score -6088030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -6088025.500000 Penalty: 3499.168701
	Iteration 46Q: 3 clusters Score -6088026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -6088032.000000 Penalty: 3499.168701
	Iteration 47Q: 3 clusters Score -6088032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6088035.500000 Penalty: 3499.168701
	Iteration 48Q: 3 clusters Score -6088036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -6088032.000000 Penalty: 3499.168701
	Iteration 49Q: 3 clusters Score -6088032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6088032.000000 Penalty: 3499.168701
	Iteration 50Q: 3 clusters Score -6088032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -6088031.500000 Penalty: 3499.168701
	Iteration 51Q: 3 clusters Score -6088032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -6088029.000000 Penalty: 3499.168701
	Iteration 52Q: 3 clusters Score -6088029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -6088029.500000 Penalty: 3499.168701
	Iteration 53Q: 3 clusters Score -6088030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -6088029.500000 Penalty: 3499.168701
	Iteration 54F: 3 clusters Score -6088030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -22257.128906 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -22257.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21590.367188 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -21590.37 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21894.630859 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -21894.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22044.554688 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -22044.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22101.291016 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -22101.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22161.115234 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -22161.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22197.494141 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -22197.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22197.494141 Penalty: 1899.151978
	Iteration 6F: 3 clusters Score -22197.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Entering Unmasked Estep 
Score: -4991020.500000 Penalty: 1717.262939
	Iteration 0F: 2 clusters Score -4991020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4964912.000000 Penalty: 3434.525879
	Iteration 0F: 3 clusters Score -4964912 nChanged 18059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4974907.500000 Penalty: 3434.525879
	Iteration 1F: 3 clusters Score -4974908 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4975352.500000 Penalty: 3434.525879
	Iteration 2Q: 3 clusters Score -4975352 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4976039.500000 Penalty: 3434.525879
	Iteration 3Q: 3 clusters Score -4976040 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4977112.500000 Penalty: 3434.525879
	Iteration 4F: 3 clusters Score -4977112 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -4978888.500000 Penalty: 3434.525879
	Iteration 5F: 3 clusters Score -4978888 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -4981480.500000 Penalty: 3434.525879
	Iteration 6F: 3 clusters Score -4981480 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4984614.500000 Penalty: 3434.525879
	Iteration 7F: 3 clusters Score -4984614 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -4987292.000000 Penalty: 3434.525879
	Iteration 8F: 3 clusters Score -4987292 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4988711.000000 Penalty: 3434.525879
	Iteration 9Q: 3 clusters Score -4988711 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -4989175.000000 Penalty: 3434.525879
	Iteration 10Q: 3 clusters Score -4989175 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -4989378.500000 Penalty: 3434.525879
	Iteration 11Q: 3 clusters Score -4989378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -4989427.500000 Penalty: 3434.525879
	Iteration 12Q: 3 clusters Score -4989428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -4989468.000000 Penalty: 3434.525879
	Iteration 13Q: 3 clusters Score -4989468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -4989480.500000 Penalty: 3434.525879
	Iteration 14Q: 3 clusters Score -4989480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -4989491.000000 Penalty: 3434.525879
	Iteration 15Q: 3 clusters Score -4989491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -4989501.500000 Penalty: 3434.525879
	Iteration 16Q: 3 clusters Score -4989502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -4989507.500000 Penalty: 3434.525879
	Iteration 17Q: 3 clusters Score -4989508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -4989511.000000 Penalty: 3434.525879
	Iteration 18Q: 3 clusters Score -4989511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -4989509.000000 Penalty: 3434.525879
	Iteration 19Q: 3 clusters Score -4989509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -4989514.500000 Penalty: 3434.525879
	Iteration 20F: 3 clusters Score -4989514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -8234.651367 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -8234.651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7665.417480 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -7665.417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7921.082031 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -7921.082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8008.974121 Penalty: 1742.420044
	Iteration 2Q: 3 clusters Score -8008.974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8023.592285 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -8023.592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8024.594727 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -8024.595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8047.920898 Penalty: 1742.420044
	Iteration 5Q: 3 clusters Score -8047.921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8140.129395 Penalty: 1742.420044
	Iteration 6Q: 3 clusters Score -8140.129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8147.158691 Penalty: 1742.420044
	Iteration 7Q: 3 clusters Score -8147.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8147.158691 Penalty: 1742.420044
	Iteration 8F: 3 clusters Score -8147.159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -592673.625000 Penalty: 1374.748047
	Iteration 0F: 2 clusters Score -592673.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -588842.687500 Penalty: 2749.496094
	Iteration 0F: 3 clusters Score -588842.7 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -589898.687500 Penalty: 2749.496094
	Iteration 1F: 3 clusters Score -589898.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -590100.000000 Penalty: 2749.496094
	Iteration 2F: 3 clusters Score -590100 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -590264.500000 Penalty: 2749.496094
	Iteration 3F: 3 clusters Score -590264.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -590412.625000 Penalty: 2749.496094
	Iteration 4F: 3 clusters Score -590412.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -590577.562500 Penalty: 2749.496094
	Iteration 5F: 3 clusters Score -590577.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -590728.312500 Penalty: 2749.496094
	Iteration 6Q: 3 clusters Score -590728.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -590876.500000 Penalty: 2749.496094
	Iteration 7Q: 3 clusters Score -590876.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -591020.562500 Penalty: 2749.496094
	Iteration 8Q: 3 clusters Score -591020.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -591122.437500 Penalty: 2749.496094
	Iteration 9Q: 3 clusters Score -591122.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -591212.562500 Penalty: 2749.496094
	Iteration 10Q: 3 clusters Score -591212.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -591279.500000 Penalty: 2749.496094
	Iteration 11Q: 3 clusters Score -591279.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -591339.562500 Penalty: 2749.496094
	Iteration 12Q: 3 clusters Score -591339.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -591390.500000 Penalty: 2749.496094
	Iteration 13Q: 3 clusters Score -591390.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -591435.437500 Penalty: 2749.496094
	Iteration 14Q: 3 clusters Score -591435.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -591468.500000 Penalty: 2749.496094
	Iteration 15Q: 3 clusters Score -591468.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -591482.437500 Penalty: 2749.496094
	Iteration 16Q: 3 clusters Score -591482.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -591491.187500 Penalty: 2749.496094
	Iteration 17Q: 3 clusters Score -591491.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -591497.875000 Penalty: 2749.496094
	Iteration 18Q: 3 clusters Score -591497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -591499.125000 Penalty: 2749.496094
	Iteration 19Q: 3 clusters Score -591499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -591500.750000 Penalty: 2749.496094
	Iteration 20F: 3 clusters Score -591500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -591509.375000 Penalty: 2749.496094
	Iteration 21Q: 3 clusters Score -591509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -591513.250000 Penalty: 2749.496094
	Iteration 22Q: 3 clusters Score -591513.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -591517.000000 Penalty: 2749.496094
	Iteration 23Q: 3 clusters Score -591517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -591518.562500 Penalty: 2749.496094
	Iteration 24Q: 3 clusters Score -591518.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -591522.000000 Penalty: 2749.496094
	Iteration 25Q: 3 clusters Score -591522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -591525.187500 Penalty: 2749.496094
	Iteration 26Q: 3 clusters Score -591525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -591526.812500 Penalty: 2749.496094
	Iteration 27Q: 3 clusters Score -591526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -591528.687500 Penalty: 2749.496094
	Iteration 28Q: 3 clusters Score -591528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -591528.625000 Penalty: 2749.496094
	Iteration 29Q: 3 clusters Score -591528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -591530.875000 Penalty: 2749.496094
	Iteration 30Q: 3 clusters Score -591530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -591529.812500 Penalty: 2749.496094
	Iteration 31Q: 3 clusters Score -591529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -591529.812500 Penalty: 2749.496094
	Iteration 32F: 3 clusters Score -591529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Entering Unmasked Estep 
Score: -14164581.000000 Penalty: 1885.536987
	Iteration 0F: 2 clusters Score -1.416458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -14099756.000000 Penalty: 3771.073975
	Iteration 0F: 3 clusters Score -1.409976e+07 nChanged 52517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -14130484.000000 Penalty: 3771.073975
	Iteration 1F: 3 clusters Score -1.413048e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -14131858.000000 Penalty: 3771.073975
	Iteration 2Q: 3 clusters Score -1.413186e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -14134054.000000 Penalty: 3771.073975
	Iteration 3Q: 3 clusters Score -1.413405e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -14137351.000000 Penalty: 3771.073975
	Iteration 4F: 3 clusters Score -1.413735e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
Score: -14142056.000000 Penalty: 3771.073975
	Iteration 5F: 3 clusters Score -1.414206e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 79383 members 
Entering Unmasked Estep 
Score: -14147302.000000 Penalty: 3771.073975
	Iteration 6F: 3 clusters Score -1.41473e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -14151490.000000 Penalty: 3771.073975
	Iteration 7F: 3 clusters Score -1.415149e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 90145 members 
Entering Unmasked Estep 
Score: -14154459.000000 Penalty: 3771.073975
	Iteration 8F: 3 clusters Score -1.415446e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -14156816.000000 Penalty: 3771.073975
	Iteration 9Q: 3 clusters Score -1.415682e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
Score: -14158756.000000 Penalty: 3771.073975
	Iteration 10Q: 3 clusters Score -1.415876e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -14160467.000000 Penalty: 3771.073975
	Iteration 11Q: 3 clusters Score -1.416047e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -14161809.000000 Penalty: 3771.073975
	Iteration 12Q: 3 clusters Score -1.416181e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 105158 members 
Entering Unmasked Estep 
Score: -14162471.000000 Penalty: 3771.073975
	Iteration 13Q: 3 clusters Score -1.416247e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -14162757.000000 Penalty: 3771.073975
	Iteration 14Q: 3 clusters Score -1.416276e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
Score: -14162884.000000 Penalty: 3771.073975
	Iteration 15Q: 3 clusters Score -1.416288e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -14162994.000000 Penalty: 3771.073975
	Iteration 16Q: 3 clusters Score -1.416299e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 107938 members 
Entering Unmasked Estep 
Score: -14162992.000000 Penalty: 3771.073975
	Iteration 17Q: 3 clusters Score -1.416299e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 108171 members 
Entering Unmasked Estep 
Score: -14163045.000000 Penalty: 3771.073975
	Iteration 18Q: 3 clusters Score -1.416304e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 108332 members 
Entering Unmasked Estep 
Score: -14163099.000000 Penalty: 3771.073975
	Iteration 19Q: 3 clusters Score -1.41631e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 108452 members 
Entering Unmasked Estep 
Score: -14163083.000000 Penalty: 3771.073975
	Iteration 20F: 3 clusters Score -1.416308e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -14163114.000000 Penalty: 3771.073975
	Iteration 21Q: 3 clusters Score -1.416311e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 108593 members 
Entering Unmasked Estep 
Score: -14163111.000000 Penalty: 3771.073975
	Iteration 22Q: 3 clusters Score -1.416311e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -14163111.000000 Penalty: 3771.073975
	Iteration 23Q: 3 clusters Score -1.416311e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -14163123.000000 Penalty: 3771.073975
	Iteration 24Q: 3 clusters Score -1.416312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -14163141.000000 Penalty: 3771.073975
	Iteration 25Q: 3 clusters Score -1.416314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -14163140.000000 Penalty: 3771.073975
	Iteration 26Q: 3 clusters Score -1.416314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 108756 members 
Entering Unmasked Estep 
Score: -14163146.000000 Penalty: 3771.073975
	Iteration 27Q: 3 clusters Score -1.416315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -14163150.000000 Penalty: 3771.073975
	Iteration 28Q: 3 clusters Score -1.416315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 108810 members 
Entering Unmasked Estep 
Score: -14163157.000000 Penalty: 3771.073975
	Iteration 29Q: 3 clusters Score -1.416316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 108821 members 
Entering Unmasked Estep 
Score: -14163166.000000 Penalty: 3771.073975
	Iteration 30Q: 3 clusters Score -1.416317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -14163183.000000 Penalty: 3771.073975
	Iteration 31Q: 3 clusters Score -1.416318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -14163184.000000 Penalty: 3771.073975
	Iteration 32Q: 3 clusters Score -1.416318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -14163184.000000 Penalty: 3771.073975
	Iteration 33Q: 3 clusters Score -1.416318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -14163185.000000 Penalty: 3771.073975
	Iteration 34Q: 3 clusters Score -1.416318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 108858 members 
Entering Unmasked Estep 
Score: -14163191.000000 Penalty: 3771.073975
	Iteration 35Q: 3 clusters Score -1.416319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 108864 members 
Entering Unmasked Estep 
Score: -14163191.000000 Penalty: 3771.073975
	Iteration 36Q: 3 clusters Score -1.416319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 108870 members 
Entering Unmasked Estep 
Score: -14163192.000000 Penalty: 3771.073975
	Iteration 37Q: 3 clusters Score -1.416319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 108876 members 
Entering Unmasked Estep 
Score: -14163196.000000 Penalty: 3771.073975
	Iteration 38Q: 3 clusters Score -1.41632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -14163199.000000 Penalty: 3771.073975
	Iteration 39Q: 3 clusters Score -1.41632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -14163199.000000 Penalty: 3771.073975
	Iteration 40F: 3 clusters Score -1.41632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Entering Unmasked Estep 
Score: -954222.437500 Penalty: 1446.560547
	Iteration 0F: 2 clusters Score -954222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -948759.250000 Penalty: 2893.121094
	Iteration 0F: 3 clusters Score -948759.2 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -950421.312500 Penalty: 2893.121094
	Iteration 1F: 3 clusters Score -950421.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -950619.750000 Penalty: 2893.121094
	Iteration 2F: 3 clusters Score -950619.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -950790.750000 Penalty: 2893.121094
	Iteration 3Q: 3 clusters Score -950790.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -950947.062500 Penalty: 2893.121094
	Iteration 4Q: 3 clusters Score -950947.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -951097.437500 Penalty: 2893.121094
	Iteration 5Q: 3 clusters Score -951097.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -951294.937500 Penalty: 2893.121094
	Iteration 6Q: 3 clusters Score -951294.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -951530.000000 Penalty: 2893.121094
	Iteration 7Q: 3 clusters Score -951530 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -951796.750000 Penalty: 2893.121094
	Iteration 8F: 3 clusters Score -951796.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -952087.812500 Penalty: 2893.121094
	Iteration 9Q: 3 clusters Score -952087.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -952338.312500 Penalty: 2893.121094
	Iteration 10Q: 3 clusters Score -952338.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -952567.687500 Penalty: 2893.121094
	Iteration 11Q: 3 clusters Score -952567.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -952723.625000 Penalty: 2893.121094
	Iteration 12Q: 3 clusters Score -952723.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -952809.687500 Penalty: 2893.121094
	Iteration 13Q: 3 clusters Score -952809.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -952874.500000 Penalty: 2893.121094
	Iteration 14Q: 3 clusters Score -952874.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -952917.375000 Penalty: 2893.121094
	Iteration 15Q: 3 clusters Score -952917.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -952949.562500 Penalty: 2893.121094
	Iteration 16Q: 3 clusters Score -952949.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -952974.812500 Penalty: 2893.121094
	Iteration 17Q: 3 clusters Score -952974.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -952990.500000 Penalty: 2893.121094
	Iteration 18Q: 3 clusters Score -952990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -952999.687500 Penalty: 2893.121094
	Iteration 19Q: 3 clusters Score -952999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -953000.437500 Penalty: 2893.121094
	Iteration 20F: 3 clusters Score -953000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -953002.812500 Penalty: 2893.121094
	Iteration 21Q: 3 clusters Score -953002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -953003.750000 Penalty: 2893.121094
	Iteration 22Q: 3 clusters Score -953003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -953006.437500 Penalty: 2893.121094
	Iteration 23Q: 3 clusters Score -953006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -953011.062500 Penalty: 2893.121094
	Iteration 24Q: 3 clusters Score -953011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -953016.000000 Penalty: 2893.121094
	Iteration 25Q: 3 clusters Score -953016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -953016.375000 Penalty: 2893.121094
	Iteration 26Q: 3 clusters Score -953016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -953016.312500 Penalty: 2893.121094
	Iteration 27Q: 3 clusters Score -953016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -953020.000000 Penalty: 2893.121094
	Iteration 28Q: 3 clusters Score -953020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -953020.000000 Penalty: 2893.121094
	Iteration 29F: 3 clusters Score -953020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -45731.093750 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -45731.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44771.812500 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -44771.81 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45130.761719 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -45130.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45319.738281 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -45319.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45392.121094 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -45392.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45426.500000 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -45426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45427.414062 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -45427.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45429.527344 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -45429.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45431.964844 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -45431.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45434.792969 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -45434.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45434.792969 Penalty: 1962.307983
	Iteration 9F: 3 clusters Score -45434.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (113890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113890 members 
Entering Unmasked Estep 
Score: -14550245.000000 Penalty: 1891.985596
	Iteration 0F: 2 clusters Score -1.455024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -14479418.000000 Penalty: 3783.971191
	Iteration 0F: 3 clusters Score -1.447942e+07 nChanged 54613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -14510501.000000 Penalty: 3783.971191
	Iteration 1F: 3 clusters Score -1.45105e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -14511038.000000 Penalty: 3783.971191
	Iteration 2Q: 3 clusters Score -1.451104e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -14511650.000000 Penalty: 3783.971191
	Iteration 3Q: 3 clusters Score -1.451165e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -14512471.000000 Penalty: 3783.971191
	Iteration 4Q: 3 clusters Score -1.451247e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -14513597.000000 Penalty: 3783.971191
	Iteration 5Q: 3 clusters Score -1.45136e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -14515315.000000 Penalty: 3783.971191
	Iteration 6Q: 3 clusters Score -1.451532e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -14518596.000000 Penalty: 3783.971191
	Iteration 7F: 3 clusters Score -1.45186e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -14524342.000000 Penalty: 3783.971191
	Iteration 8F: 3 clusters Score -1.452434e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -14532523.000000 Penalty: 3783.971191
	Iteration 9F: 3 clusters Score -1.453252e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -14541229.000000 Penalty: 3783.971191
	Iteration 10F: 3 clusters Score -1.454123e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -14546718.000000 Penalty: 3783.971191
	Iteration 11F: 3 clusters Score -1.454672e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -14549595.000000 Penalty: 3783.971191
	Iteration 12Q: 3 clusters Score -1.45496e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -14550520.000000 Penalty: 3783.971191
	Iteration 13Q: 3 clusters Score -1.455052e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -14550831.000000 Penalty: 3783.971191
	Iteration 14Q: 3 clusters Score -1.455083e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110893 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -14550828.000000 Penalty: 3783.971191
	Iteration 15Q: 3 clusters Score -1.455083e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111238 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -14550859.000000 Penalty: 3783.971191
	Iteration 16Q: 3 clusters Score -1.455086e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -14550803.000000 Penalty: 3783.971191
	Iteration 17Q: 3 clusters Score -1.45508e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111681 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -14550773.000000 Penalty: 3783.971191
	Iteration 18Q: 3 clusters Score -1.455077e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -14550736.000000 Penalty: 3783.971191
	Iteration 19Q: 3 clusters Score -1.455074e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111952 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -14550658.000000 Penalty: 3783.971191
	Iteration 20F: 3 clusters Score -1.455066e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112034 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -14550621.000000 Penalty: 3783.971191
	Iteration 21Q: 3 clusters Score -1.455062e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112105 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -14550579.000000 Penalty: 3783.971191
	Iteration 22Q: 3 clusters Score -1.455058e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -14550568.000000 Penalty: 3783.971191
	Iteration 23Q: 3 clusters Score -1.455057e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112201 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -14550518.000000 Penalty: 3783.971191
	Iteration 24Q: 3 clusters Score -1.455052e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112241 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -14550486.000000 Penalty: 3783.971191
	Iteration 25Q: 3 clusters Score -1.455049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -14550469.000000 Penalty: 3783.971191
	Iteration 26Q: 3 clusters Score -1.455047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112284 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -14550455.000000 Penalty: 3783.971191
	Iteration 27Q: 3 clusters Score -1.455046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112297 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -14550453.000000 Penalty: 3783.971191
	Iteration 28Q: 3 clusters Score -1.455045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -14550435.000000 Penalty: 3783.971191
	Iteration 29Q: 3 clusters Score -1.455044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112320 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -14550441.000000 Penalty: 3783.971191
	Iteration 30Q: 3 clusters Score -1.455044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112329 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -14550436.000000 Penalty: 3783.971191
	Iteration 31Q: 3 clusters Score -1.455044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112333 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -14550439.000000 Penalty: 3783.971191
	Iteration 32Q: 3 clusters Score -1.455044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112337 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -14550438.000000 Penalty: 3783.971191
	Iteration 33Q: 3 clusters Score -1.455044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112339 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -14550434.000000 Penalty: 3783.971191
	Iteration 34Q: 3 clusters Score -1.455043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -14550433.000000 Penalty: 3783.971191
	Iteration 35Q: 3 clusters Score -1.455043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -14550433.000000 Penalty: 3783.971191
	Iteration 36F: 3 clusters Score -1.455043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 38862 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 109459 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 112340 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 40293 members 
Mstep: Class 16 contains 110685 members 
Mstep: Class 17 contains 33813 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 47997 members 
Mstep: Class 20 contains 3589 members 
Entering Unmasked Estep 
Score: -72822384.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72822536.000000 to -72822384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (18459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Entering Unmasked Estep 
Score: -2316082.500000 Penalty: 1596.287354
	Iteration 0F: 2 clusters Score -2316082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2303364.500000 Penalty: 3192.574707
	Iteration 0F: 3 clusters Score -2303364 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2307989.750000 Penalty: 3192.574707
	Iteration 1F: 3 clusters Score -2307990 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2308387.500000 Penalty: 3192.574707
	Iteration 2F: 3 clusters Score -2308388 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2308776.750000 Penalty: 3192.574707
	Iteration 3F: 3 clusters Score -2308777 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2309237.250000 Penalty: 3192.574707
	Iteration 4F: 3 clusters Score -2309237 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2309837.750000 Penalty: 3192.574707
	Iteration 5F: 3 clusters Score -2309838 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2310601.250000 Penalty: 3192.574707
	Iteration 6F: 3 clusters Score -2310601 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2311457.250000 Penalty: 3192.574707
	Iteration 7F: 3 clusters Score -2311457 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2312418.250000 Penalty: 3192.574707
	Iteration 8F: 3 clusters Score -2312418 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2313294.000000 Penalty: 3192.574707
	Iteration 9Q: 3 clusters Score -2313294 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2313968.500000 Penalty: 3192.574707
	Iteration 10Q: 3 clusters Score -2313968 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2314354.250000 Penalty: 3192.574707
	Iteration 11Q: 3 clusters Score -2314354 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2314554.250000 Penalty: 3192.574707
	Iteration 12Q: 3 clusters Score -2314554 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2314651.250000 Penalty: 3192.574707
	Iteration 13Q: 3 clusters Score -2314651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2314679.500000 Penalty: 3192.574707
	Iteration 14Q: 3 clusters Score -2314680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2314699.000000 Penalty: 3192.574707
	Iteration 15Q: 3 clusters Score -2314699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2314707.000000 Penalty: 3192.574707
	Iteration 16Q: 3 clusters Score -2314707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2314710.500000 Penalty: 3192.574707
	Iteration 17Q: 3 clusters Score -2314710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2314708.500000 Penalty: 3192.574707
	Iteration 18Q: 3 clusters Score -2314708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2314715.000000 Penalty: 3192.574707
	Iteration 19Q: 3 clusters Score -2314715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2314719.250000 Penalty: 3192.574707
	Iteration 20F: 3 clusters Score -2314719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2314723.750000 Penalty: 3192.574707
	Iteration 21Q: 3 clusters Score -2314724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2314724.500000 Penalty: 3192.574707
	Iteration 22Q: 3 clusters Score -2314724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2314724.000000 Penalty: 3192.574707
	Iteration 23Q: 3 clusters Score -2314724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2314725.750000 Penalty: 3192.574707
	Iteration 24Q: 3 clusters Score -2314726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2314728.250000 Penalty: 3192.574707
	Iteration 25Q: 3 clusters Score -2314728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2314725.000000 Penalty: 3192.574707
	Iteration 26Q: 3 clusters Score -2314725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2314727.250000 Penalty: 3192.574707
	Iteration 27Q: 3 clusters Score -2314727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2314727.000000 Penalty: 3192.574707
	Iteration 28Q: 3 clusters Score -2314727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2314729.250000 Penalty: 3192.574707
	Iteration 29Q: 3 clusters Score -2314729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2314728.750000 Penalty: 3192.574707
	Iteration 30Q: 3 clusters Score -2314729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2314730.250000 Penalty: 3192.574707
	Iteration 31Q: 3 clusters Score -2314730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2314727.500000 Penalty: 3192.574707
	Iteration 32Q: 3 clusters Score -2314728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2314726.750000 Penalty: 3192.574707
	Iteration 33Q: 3 clusters Score -2314727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2314729.250000 Penalty: 3192.574707
	Iteration 34Q: 3 clusters Score -2314729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2314731.500000 Penalty: 3192.574707
	Iteration 35Q: 3 clusters Score -2314732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2314734.500000 Penalty: 3192.574707
	Iteration 36Q: 3 clusters Score -2314734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2314735.750000 Penalty: 3192.574707
	Iteration 37Q: 3 clusters Score -2314736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2314736.250000 Penalty: 3192.574707
	Iteration 38Q: 3 clusters Score -2314736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2314736.000000 Penalty: 3192.574707
	Iteration 39Q: 3 clusters Score -2314736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2314737.250000 Penalty: 3192.574707
	Iteration 40F: 3 clusters Score -2314737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2314735.750000 Penalty: 3192.574707
	Iteration 41Q: 3 clusters Score -2314736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2314741.000000 Penalty: 3192.574707
	Iteration 42Q: 3 clusters Score -2314741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2314738.500000 Penalty: 3192.574707
	Iteration 43Q: 3 clusters Score -2314738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2314741.000000 Penalty: 3192.574707
	Iteration 44Q: 3 clusters Score -2314741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2314740.750000 Penalty: 3192.574707
	Iteration 45Q: 3 clusters Score -2314741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2314737.750000 Penalty: 3192.574707
	Iteration 46Q: 3 clusters Score -2314738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2314738.000000 Penalty: 3192.574707
	Iteration 47Q: 3 clusters Score -2314738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2314742.000000 Penalty: 3192.574707
	Iteration 48Q: 3 clusters Score -2314742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2314744.250000 Penalty: 3192.574707
	Iteration 49Q: 3 clusters Score -2314744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2314744.000000 Penalty: 3192.574707
	Iteration 50Q: 3 clusters Score -2314744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2314743.500000 Penalty: 3192.574707
	Iteration 51Q: 3 clusters Score -2314744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2314743.750000 Penalty: 3192.574707
	Iteration 52Q: 3 clusters Score -2314744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2314743.000000 Penalty: 3192.574707
	Iteration 53Q: 3 clusters Score -2314743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2314743.000000 Penalty: 3192.574707
	Iteration 54F: 3 clusters Score -2314743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -59165.839844 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -59165.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58039.304688 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -58039.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58209.652344 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -58209.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58267.785156 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -58267.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58288.207031 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -58288.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58301.085938 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -58301.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58306.730469 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -58306.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58311.062500 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -58311.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58315.101562 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -58315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58315.726562 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -58315.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58316.523438 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -58316.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58317.019531 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -58317.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58317.535156 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -58317.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58320.378906 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -58320.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58325.343750 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -58325.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58328.832031 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -58328.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58328.832031 Penalty: 2053.078613
	Iteration 15F: 3 clusters Score -58328.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -52847.574219 Penalty: 941.364685
	Iteration 0F: 2 clusters Score -52847.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51880.992188 Penalty: 1882.729370
	Iteration 0F: 3 clusters Score -51880.99 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52002.472656 Penalty: 1882.729370
	Iteration 1F: 3 clusters Score -52002.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52066.933594 Penalty: 1882.729370
	Iteration 2F: 3 clusters Score -52066.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52080.222656 Penalty: 1882.729370
	Iteration 3Q: 3 clusters Score -52080.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52082.191406 Penalty: 1882.729370
	Iteration 4Q: 3 clusters Score -52082.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52084.390625 Penalty: 1882.729370
	Iteration 5Q: 3 clusters Score -52084.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52085.835938 Penalty: 1882.729370
	Iteration 6Q: 3 clusters Score -52085.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52085.835938 Penalty: 1882.729370
	Iteration 7F: 3 clusters Score -52085.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -35056.484375 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -35056.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34143.796875 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -34143.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34561.687500 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -34561.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34667.449219 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -34667.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34706.984375 Penalty: 1944.779297
	Iteration 3Q: 3 clusters Score -34706.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34744.605469 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -34744.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34798.667969 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -34798.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34828.222656 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -34828.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34831.976562 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -34831.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34831.976562 Penalty: 1944.779297
	Iteration 8F: 3 clusters Score -34831.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -31797.183594 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -31797.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30923.478516 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -30923.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31042.476562 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -31042.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31084.544922 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -31084.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31101.820312 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -31101.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31139.630859 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -31139.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31182.146484 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -31182.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31208.681641 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -31208.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31217.199219 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -31217.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31231.843750 Penalty: 1883.718750
	Iteration 8Q: 3 clusters Score -31231.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31238.308594 Penalty: 1883.718750
	Iteration 9Q: 3 clusters Score -31238.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31244.607422 Penalty: 1883.718750
	Iteration 10Q: 3 clusters Score -31244.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31254.470703 Penalty: 1883.718750
	Iteration 11Q: 3 clusters Score -31254.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31254.470703 Penalty: 1883.718750
	Iteration 12F: 3 clusters Score -31254.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Entering Unmasked Estep 
Score: -5186237.000000 Penalty: 1723.139160
	Iteration 0F: 2 clusters Score -5186237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5159248.000000 Penalty: 3446.278320
	Iteration 0F: 3 clusters Score -5159248 nChanged 18900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -5169893.500000 Penalty: 3446.278320
	Iteration 1F: 3 clusters Score -5169894 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -5170457.500000 Penalty: 3446.278320
	Iteration 2Q: 3 clusters Score -5170458 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5171169.500000 Penalty: 3446.278320
	Iteration 3Q: 3 clusters Score -5171170 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5172022.000000 Penalty: 3446.278320
	Iteration 4Q: 3 clusters Score -5172022 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -5173179.000000 Penalty: 3446.278320
	Iteration 5Q: 3 clusters Score -5173179 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5174709.000000 Penalty: 3446.278320
	Iteration 6F: 3 clusters Score -5174709 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5176573.000000 Penalty: 3446.278320
	Iteration 7F: 3 clusters Score -5176573 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -5178410.000000 Penalty: 3446.278320
	Iteration 8F: 3 clusters Score -5178410 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5179529.000000 Penalty: 3446.278320
	Iteration 9F: 3 clusters Score -5179529 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -5180030.500000 Penalty: 3446.278320
	Iteration 10Q: 3 clusters Score -5180030 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5180234.000000 Penalty: 3446.278320
	Iteration 11Q: 3 clusters Score -5180234 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5180384.500000 Penalty: 3446.278320
	Iteration 12Q: 3 clusters Score -5180384 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -5180461.500000 Penalty: 3446.278320
	Iteration 13Q: 3 clusters Score -5180462 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -5180540.000000 Penalty: 3446.278320
	Iteration 14Q: 3 clusters Score -5180540 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -5180627.000000 Penalty: 3446.278320
	Iteration 15Q: 3 clusters Score -5180627 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5180685.000000 Penalty: 3446.278320
	Iteration 16Q: 3 clusters Score -5180685 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5180795.000000 Penalty: 3446.278320
	Iteration 17Q: 3 clusters Score -5180795 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5180851.000000 Penalty: 3446.278320
	Iteration 18Q: 3 clusters Score -5180851 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5180949.000000 Penalty: 3446.278320
	Iteration 19Q: 3 clusters Score -5180949 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5180989.500000 Penalty: 3446.278320
	Iteration 20F: 3 clusters Score -5180990 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5181068.000000 Penalty: 3446.278320
	Iteration 21Q: 3 clusters Score -5181068 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5181119.000000 Penalty: 3446.278320
	Iteration 22Q: 3 clusters Score -5181119 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5181176.500000 Penalty: 3446.278320
	Iteration 23Q: 3 clusters Score -5181176 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5181235.500000 Penalty: 3446.278320
	Iteration 24Q: 3 clusters Score -5181236 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5181277.000000 Penalty: 3446.278320
	Iteration 25Q: 3 clusters Score -5181277 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5181320.000000 Penalty: 3446.278320
	Iteration 26Q: 3 clusters Score -5181320 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5181365.000000 Penalty: 3446.278320
	Iteration 27Q: 3 clusters Score -5181365 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5181385.500000 Penalty: 3446.278320
	Iteration 28Q: 3 clusters Score -5181386 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5181440.000000 Penalty: 3446.278320
	Iteration 29Q: 3 clusters Score -5181440 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -5181471.000000 Penalty: 3446.278320
	Iteration 30Q: 3 clusters Score -5181471 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -5181490.000000 Penalty: 3446.278320
	Iteration 31Q: 3 clusters Score -5181490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -5181522.000000 Penalty: 3446.278320
	Iteration 32Q: 3 clusters Score -5181522 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -5181522.500000 Penalty: 3446.278320
	Iteration 33Q: 3 clusters Score -5181522 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5181531.000000 Penalty: 3446.278320
	Iteration 34Q: 3 clusters Score -5181531 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -5181531.500000 Penalty: 3446.278320
	Iteration 35Q: 3 clusters Score -5181532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5181528.500000 Penalty: 3446.278320
	Iteration 36Q: 3 clusters Score -5181528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5181535.000000 Penalty: 3446.278320
	Iteration 37Q: 3 clusters Score -5181535 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -5181545.000000 Penalty: 3446.278320
	Iteration 38Q: 3 clusters Score -5181545 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -5181554.500000 Penalty: 3446.278320
	Iteration 39Q: 3 clusters Score -5181554 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5181561.500000 Penalty: 3446.278320
	Iteration 40F: 3 clusters Score -5181562 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5181578.500000 Penalty: 3446.278320
	Iteration 41Q: 3 clusters Score -5181578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5181586.500000 Penalty: 3446.278320
	Iteration 42Q: 3 clusters Score -5181586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5181590.500000 Penalty: 3446.278320
	Iteration 43Q: 3 clusters Score -5181590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -5181609.500000 Penalty: 3446.278320
	Iteration 44Q: 3 clusters Score -5181610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -5181612.500000 Penalty: 3446.278320
	Iteration 45Q: 3 clusters Score -5181612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -5181609.000000 Penalty: 3446.278320
	Iteration 46Q: 3 clusters Score -5181609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -5181615.500000 Penalty: 3446.278320
	Iteration 47Q: 3 clusters Score -5181616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5181615.500000 Penalty: 3446.278320
	Iteration 48Q: 3 clusters Score -5181616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5181620.500000 Penalty: 3446.278320
	Iteration 49Q: 3 clusters Score -5181620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -5181606.000000 Penalty: 3446.278320
	Iteration 50Q: 3 clusters Score -5181606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5181617.000000 Penalty: 3446.278320
	Iteration 51Q: 3 clusters Score -5181617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5181623.500000 Penalty: 3446.278320
	Iteration 52Q: 3 clusters Score -5181624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -5181621.000000 Penalty: 3446.278320
	Iteration 53Q: 3 clusters Score -5181621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -5181627.500000 Penalty: 3446.278320
	Iteration 54Q: 3 clusters Score -5181628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -5181633.500000 Penalty: 3446.278320
	Iteration 55Q: 3 clusters Score -5181634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -5181617.000000 Penalty: 3446.278320
	Iteration 56Q: 3 clusters Score -5181617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5181627.000000 Penalty: 3446.278320
	Iteration 57Q: 3 clusters Score -5181627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -5181634.000000 Penalty: 3446.278320
	Iteration 58Q: 3 clusters Score -5181634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -5181629.500000 Penalty: 3446.278320
	Iteration 59Q: 3 clusters Score -5181630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -5181623.000000 Penalty: 3446.278320
	Iteration 60F: 3 clusters Score -5181623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5181623.500000 Penalty: 3446.278320
	Iteration 61Q: 3 clusters Score -5181624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -5181614.000000 Penalty: 3446.278320
	Iteration 62Q: 3 clusters Score -5181614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -5181617.500000 Penalty: 3446.278320
	Iteration 63Q: 3 clusters Score -5181618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5181612.500000 Penalty: 3446.278320
	Iteration 64Q: 3 clusters Score -5181612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5181609.000000 Penalty: 3446.278320
	Iteration 65Q: 3 clusters Score -5181609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -5181617.500000 Penalty: 3446.278320
	Iteration 66Q: 3 clusters Score -5181618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5181619.500000 Penalty: 3446.278320
	Iteration 67Q: 3 clusters Score -5181620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -5181614.000000 Penalty: 3446.278320
	Iteration 68Q: 3 clusters Score -5181614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -5181615.000000 Penalty: 3446.278320
	Iteration 69Q: 3 clusters Score -5181615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5181616.000000 Penalty: 3446.278320
	Iteration 70Q: 3 clusters Score -5181616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5181618.500000 Penalty: 3446.278320
	Iteration 71Q: 3 clusters Score -5181618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -5181625.500000 Penalty: 3446.278320
	Iteration 72Q: 3 clusters Score -5181626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5181622.000000 Penalty: 3446.278320
	Iteration 73Q: 3 clusters Score -5181622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5181619.000000 Penalty: 3446.278320
	Iteration 74Q: 3 clusters Score -5181619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5181625.500000 Penalty: 3446.278320
	Iteration 75Q: 3 clusters Score -5181626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5181632.000000 Penalty: 3446.278320
	Iteration 76Q: 3 clusters Score -5181632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5181625.500000 Penalty: 3446.278320
	Iteration 77Q: 3 clusters Score -5181626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5181630.000000 Penalty: 3446.278320
	Iteration 78Q: 3 clusters Score -5181630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5181629.500000 Penalty: 3446.278320
	Iteration 79Q: 3 clusters Score -5181630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5181627.000000 Penalty: 3446.278320
	Iteration 80F: 3 clusters Score -5181627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5181628.000000 Penalty: 3446.278320
	Iteration 81Q: 3 clusters Score -5181628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -5181620.000000 Penalty: 3446.278320
	Iteration 82Q: 3 clusters Score -5181620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -5181625.500000 Penalty: 3446.278320
	Iteration 83Q: 3 clusters Score -5181626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -5181629.000000 Penalty: 3446.278320
	Iteration 84Q: 3 clusters Score -5181629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5181615.500000 Penalty: 3446.278320
	Iteration 85Q: 3 clusters Score -5181616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5181610.000000 Penalty: 3446.278320
	Iteration 86Q: 3 clusters Score -5181610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5181620.000000 Penalty: 3446.278320
	Iteration 87Q: 3 clusters Score -5181620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5181617.000000 Penalty: 3446.278320
	Iteration 88Q: 3 clusters Score -5181617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -5181623.000000 Penalty: 3446.278320
	Iteration 89Q: 3 clusters Score -5181623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5181624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5181622.500000 Penalty: 3446.278320
	Iteration 91Q: 3 clusters Score -5181622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -5181619.500000 Penalty: 3446.278320
	Iteration 92Q: 3 clusters Score -5181620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -5181615.500000 Penalty: 3446.278320
	Iteration 93Q: 3 clusters Score -5181616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -5181614.500000 Penalty: 3446.278320
	Iteration 94Q: 3 clusters Score -5181614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5181622.000000 Penalty: 3446.278320
	Iteration 95Q: 3 clusters Score -5181622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -5181621.000000 Penalty: 3446.278320
	Iteration 96Q: 3 clusters Score -5181621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5181621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -5181619.000000 Penalty: 3446.278320
	Iteration 98Q: 3 clusters Score -5181619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5181620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -5181611.500000 Penalty: 3446.278320
	Iteration 100F: 3 clusters Score -5181612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -5181608.500000 Penalty: 3446.278320
	Iteration 101Q: 3 clusters Score -5181608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5181616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -5181617.000000 Penalty: 3446.278320
	Iteration 103Q: 3 clusters Score -5181617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -5181617.500000 Penalty: 3446.278320
	Iteration 104Q: 3 clusters Score -5181618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -5181622.000000 Penalty: 3446.278320
	Iteration 105Q: 3 clusters Score -5181622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5181620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5181620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5181621.500000 Penalty: 3446.278320
	Iteration 108Q: 3 clusters Score -5181622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5181620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5181623.000000 Penalty: 3446.278320
	Iteration 110Q: 3 clusters Score -5181623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -5181625.000000 Penalty: 3446.278320
	Iteration 111Q: 3 clusters Score -5181625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5181626 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5181634.500000 Penalty: 3446.278320
	Iteration 113Q: 3 clusters Score -5181634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5181630.500000 Penalty: 3446.278320
	Iteration 114Q: 3 clusters Score -5181630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5181629.000000 Penalty: 3446.278320
	Iteration 115Q: 3 clusters Score -5181629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5181629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -5181644.500000 Penalty: 3446.278320
	Iteration 117Q: 3 clusters Score -5181644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -5181652.000000 Penalty: 3446.278320
	Iteration 118Q: 3 clusters Score -5181652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -5181650.000000 Penalty: 3446.278320
	Iteration 119Q: 3 clusters Score -5181650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5181651.000000 Penalty: 3446.278320
	Iteration 120F: 3 clusters Score -5181651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -5181647.000000 Penalty: 3446.278320
	Iteration 121Q: 3 clusters Score -5181647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5181647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -5181659.000000 Penalty: 3446.278320
	Iteration 123Q: 3 clusters Score -5181659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5181654.500000 Penalty: 3446.278320
	Iteration 124Q: 3 clusters Score -5181654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -5181660.500000 Penalty: 3446.278320
	Iteration 125Q: 3 clusters Score -5181660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5181663.000000 Penalty: 3446.278320
	Iteration 126Q: 3 clusters Score -5181663 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -5181669.500000 Penalty: 3446.278320
	Iteration 127Q: 3 clusters Score -5181670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -5181671.500000 Penalty: 3446.278320
	Iteration 128Q: 3 clusters Score -5181672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -5181682.000000 Penalty: 3446.278320
	Iteration 129Q: 3 clusters Score -5181682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5181667.500000 Penalty: 3446.278320
	Iteration 130Q: 3 clusters Score -5181668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5181676.000000 Penalty: 3446.278320
	Iteration 131Q: 3 clusters Score -5181676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5181668.500000 Penalty: 3446.278320
	Iteration 132Q: 3 clusters Score -5181668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5181668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5181667.000000 Penalty: 3446.278320
	Iteration 134Q: 3 clusters Score -5181667 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -5181689.000000 Penalty: 3446.278320
	Iteration 135Q: 3 clusters Score -5181689 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -5181694.000000 Penalty: 3446.278320
	Iteration 136Q: 3 clusters Score -5181694 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -5181698.500000 Penalty: 3446.278320
	Iteration 137Q: 3 clusters Score -5181698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5181700.000000 Penalty: 3446.278320
	Iteration 138Q: 3 clusters Score -5181700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -5181705.000000 Penalty: 3446.278320
	Iteration 139Q: 3 clusters Score -5181705 nChanged 127
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Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5181702.500000 Penalty: 3446.278320
	Iteration 140F: 3 clusters Score -5181702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5181700 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -5181706.000000 Penalty: 3446.278320
	Iteration 142Q: 3 clusters Score -5181706 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5181713.500000 Penalty: 3446.278320
	Iteration 143Q: 3 clusters Score -5181714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -5181730.000000 Penalty: 3446.278320
	Iteration 144Q: 3 clusters Score -5181730 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5181748 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5181754.000000 Penalty: 3446.278320
	Iteration 146Q: 3 clusters Score -5181754 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -5181773.500000 Penalty: 3446.278320
	Iteration 147Q: 3 clusters Score -5181774 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5181784.000000 Penalty: 3446.278320
	Iteration 148Q: 3 clusters Score -5181784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5181780.000000 Penalty: 3446.278320
	Iteration 149Q: 3 clusters Score -5181780 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5181789.500000 Penalty: 3446.278320
	Iteration 150Q: 3 clusters Score -5181790 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -5181807.500000 Penalty: 3446.278320
	Iteration 151Q: 3 clusters Score -5181808 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -5181813.500000 Penalty: 3446.278320
	Iteration 152Q: 3 clusters Score -5181814 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -5181838.500000 Penalty: 3446.278320
	Iteration 153Q: 3 clusters Score -5181838 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5181833 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5181824 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5181843 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5181860 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5181882 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5181876 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5181905.500000 Penalty: 3446.278320
	Iteration 160F: 3 clusters Score -5181906 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5181910 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5181948.000000 Penalty: 3446.278320
	Iteration 162Q: 3 clusters Score -5181948 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -5181971.500000 Penalty: 3446.278320
	Iteration 163Q: 3 clusters Score -5181972 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5182019 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5182020 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -5182070.500000 Penalty: 3446.278320
	Iteration 166Q: 3 clusters Score -5182070 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5182105.500000 Penalty: 3446.278320
	Iteration 167Q: 3 clusters Score -5182106 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -5182134.500000 Penalty: 3446.278320
	Iteration 168Q: 3 clusters Score -5182134 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -5182163.000000 Penalty: 3446.278320
	Iteration 169Q: 3 clusters Score -5182163 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5182229.000000 Penalty: 3446.278320
	Iteration 170Q: 3 clusters Score -5182229 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5182294 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -5182368.500000 Penalty: 3446.278320
	Iteration 172Q: 3 clusters Score -5182368 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5182410 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5182500 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -5182557.500000 Penalty: 3446.278320
	Iteration 175Q: 3 clusters Score -5182558 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -5182626.500000 Penalty: 3446.278320
	Iteration 176Q: 3 clusters Score -5182626 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5182723 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5182794 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -5182867.500000 Penalty: 3446.278320
	Iteration 179Q: 3 clusters Score -5182868 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -5182937.500000 Penalty: 3446.278320
	Iteration 180F: 3 clusters Score -5182938 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5182992 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5183062 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5183123 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5183212 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5183286 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5183374 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -5183448.500000 Penalty: 3446.278320
	Iteration 187Q: 3 clusters Score -5183448 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -5183508.000000 Penalty: 3446.278320
	Iteration 188Q: 3 clusters Score -5183508 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -5183567.000000 Penalty: 3446.278320
	Iteration 189Q: 3 clusters Score -5183567 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -5183642.000000 Penalty: 3446.278320
	Iteration 190Q: 3 clusters Score -5183642 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -5183704.500000 Penalty: 3446.278320
	Iteration 191Q: 3 clusters Score -5183704 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -5183795.000000 Penalty: 3446.278320
	Iteration 192Q: 3 clusters Score -5183795 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5183877.000000 Penalty: 3446.278320
	Iteration 193Q: 3 clusters Score -5183877 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5183980.000000 Penalty: 3446.278320
	Iteration 194Q: 3 clusters Score -5183980 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5184042.500000 Penalty: 3446.278320
	Iteration 195Q: 3 clusters Score -5184042 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5184108.000000 Penalty: 3446.278320
	Iteration 196Q: 3 clusters Score -5184108 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5184189.500000 Penalty: 3446.278320
	Iteration 197Q: 3 clusters Score -5184190 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5184261.500000 Penalty: 3446.278320
	Iteration 198Q: 3 clusters Score -5184262 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5184304.000000 Penalty: 3446.278320
	Iteration 199Q: 3 clusters Score -5184304 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5184358.000000 Penalty: 3446.278320
	Iteration 200F: 3 clusters Score -5184358 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5184383.500000 Penalty: 3446.278320
	Iteration 201Q: 3 clusters Score -5184384 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5184429.500000 Penalty: 3446.278320
	Iteration 202Q: 3 clusters Score -5184430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5184488.500000 Penalty: 3446.278320
	Iteration 203Q: 3 clusters Score -5184488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5184544.000000 Penalty: 3446.278320
	Iteration 204Q: 3 clusters Score -5184544 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5184594.000000 Penalty: 3446.278320
	Iteration 205Q: 3 clusters Score -5184594 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5184640.500000 Penalty: 3446.278320
	Iteration 206Q: 3 clusters Score -5184640 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5184658.000000 Penalty: 3446.278320
	Iteration 207Q: 3 clusters Score -5184658 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5184701.500000 Penalty: 3446.278320
	Iteration 208Q: 3 clusters Score -5184702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5184735.000000 Penalty: 3446.278320
	Iteration 209Q: 3 clusters Score -5184735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5184768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5184811.000000 Penalty: 3446.278320
	Iteration 211Q: 3 clusters Score -5184811 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5184851.500000 Penalty: 3446.278320
	Iteration 212Q: 3 clusters Score -5184852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5184880.000000 Penalty: 3446.278320
	Iteration 213Q: 3 clusters Score -5184880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5184898.500000 Penalty: 3446.278320
	Iteration 214Q: 3 clusters Score -5184898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5184900.500000 Penalty: 3446.278320
	Iteration 215Q: 3 clusters Score -5184900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5184917.500000 Penalty: 3446.278320
	Iteration 216Q: 3 clusters Score -5184918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5184922.000000 Penalty: 3446.278320
	Iteration 217Q: 3 clusters Score -5184922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5184939.000000 Penalty: 3446.278320
	Iteration 218Q: 3 clusters Score -5184939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5184960.000000 Penalty: 3446.278320
	Iteration 219Q: 3 clusters Score -5184960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5184960.500000 Penalty: 3446.278320
	Iteration 220F: 3 clusters Score -5184960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5184962.500000 Penalty: 3446.278320
	Iteration 221Q: 3 clusters Score -5184962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5184968.500000 Penalty: 3446.278320
	Iteration 222Q: 3 clusters Score -5184968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5184979.500000 Penalty: 3446.278320
	Iteration 223Q: 3 clusters Score -5184980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5184979.500000 Penalty: 3446.278320
	Iteration 224Q: 3 clusters Score -5184980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5184980.000000 Penalty: 3446.278320
	Iteration 225Q: 3 clusters Score -5184980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5184979.500000 Penalty: 3446.278320
	Iteration 226Q: 3 clusters Score -5184980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5184982.000000 Penalty: 3446.278320
	Iteration 227Q: 3 clusters Score -5184982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5184981.500000 Penalty: 3446.278320
	Iteration 228Q: 3 clusters Score -5184982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5184984.000000 Penalty: 3446.278320
	Iteration 229Q: 3 clusters Score -5184984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5184982.500000 Penalty: 3446.278320
	Iteration 230Q: 3 clusters Score -5184982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5184984.000000 Penalty: 3446.278320
	Iteration 231Q: 3 clusters Score -5184984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5184986.000000 Penalty: 3446.278320
	Iteration 232Q: 3 clusters Score -5184986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5184984.500000 Penalty: 3446.278320
	Iteration 233Q: 3 clusters Score -5184984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5184986.500000 Penalty: 3446.278320
	Iteration 234Q: 3 clusters Score -5184986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5184986 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5184986.000000 Penalty: 3446.278320
	Iteration 236F: 3 clusters Score -5184986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (110685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110685 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.407697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.400442e+07 nChanged 53155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.403575e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -14037329.000000 Penalty: 3774.694336
	Iteration 2Q: 3 clusters Score -1.403733e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -14039266.000000 Penalty: 3774.694336
	Iteration 3Q: 3 clusters Score -1.403927e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -14042243.000000 Penalty: 3774.694336
	Iteration 4F: 3 clusters Score -1.404224e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -14046366.000000 Penalty: 3774.694336
	Iteration 5F: 3 clusters Score -1.404637e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -14051349.000000 Penalty: 3774.694336
	Iteration 6F: 3 clusters Score -1.405135e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -14057018.000000 Penalty: 3774.694336
	Iteration 7F: 3 clusters Score -1.405702e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90413 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -14062029.000000 Penalty: 3774.694336
	Iteration 8F: 3 clusters Score -1.406203e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94693 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -14065621.000000 Penalty: 3774.694336
	Iteration 9Q: 3 clusters Score -1.406562e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -14068430.000000 Penalty: 3774.694336
	Iteration 10Q: 3 clusters Score -1.406843e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100408 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -14070215.000000 Penalty: 3774.694336
	Iteration 11Q: 3 clusters Score -1.407022e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -14071623.000000 Penalty: 3774.694336
	Iteration 12Q: 3 clusters Score -1.407162e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104428 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -14072717.000000 Penalty: 3774.694336
	Iteration 13Q: 3 clusters Score -1.407272e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -14073644.000000 Penalty: 3774.694336
	Iteration 14Q: 3 clusters Score -1.407364e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -14074332.000000 Penalty: 3774.694336
	Iteration 15Q: 3 clusters Score -1.407433e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108209 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -14074690.000000 Penalty: 3774.694336
	Iteration 16Q: 3 clusters Score -1.407469e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -14074990.000000 Penalty: 3774.694336
	Iteration 17Q: 3 clusters Score -1.407499e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109479 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -14075144.000000 Penalty: 3774.694336
	Iteration 18Q: 3 clusters Score -1.407514e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -14075243.000000 Penalty: 3774.694336
	Iteration 19Q: 3 clusters Score -1.407524e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -14075345.000000 Penalty: 3774.694336
	Iteration 20F: 3 clusters Score -1.407534e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14075399.000000 Penalty: 3774.694336
	Iteration 21Q: 3 clusters Score -1.40754e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -14075457.000000 Penalty: 3774.694336
	Iteration 22Q: 3 clusters Score -1.407546e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110310 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14075502.000000 Penalty: 3774.694336
	Iteration 23Q: 3 clusters Score -1.40755e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110342 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14075523.000000 Penalty: 3774.694336
	Iteration 24Q: 3 clusters Score -1.407552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14075533.000000 Penalty: 3774.694336
	Iteration 25Q: 3 clusters Score -1.407553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14075525.000000 Penalty: 3774.694336
	Iteration 26Q: 3 clusters Score -1.407552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -14075540.000000 Penalty: 3774.694336
	Iteration 27Q: 3 clusters Score -1.407554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110399 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -14075532.000000 Penalty: 3774.694336
	Iteration 28Q: 3 clusters Score -1.407553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14075550.000000 Penalty: 3774.694336
	Iteration 29Q: 3 clusters Score -1.407555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -14075548.000000 Penalty: 3774.694336
	Iteration 30Q: 3 clusters Score -1.407555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110419 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14075551.000000 Penalty: 3774.694336
	Iteration 31Q: 3 clusters Score -1.407555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110419 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14075551.000000 Penalty: 3774.694336
	Iteration 32F: 3 clusters Score -1.407555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Entering Unmasked Estep 
Score: -4308322.000000 Penalty: 1694.647583
	Iteration 0F: 2 clusters Score -4308322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4285519.000000 Penalty: 3389.295166
	Iteration 0F: 3 clusters Score -4285519 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4294276.000000 Penalty: 3389.295166
	Iteration 1F: 3 clusters Score -4294276 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4294716.500000 Penalty: 3389.295166
	Iteration 2Q: 3 clusters Score -4294716 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4295178.000000 Penalty: 3389.295166
	Iteration 3Q: 3 clusters Score -4295178 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -4295699.000000 Penalty: 3389.295166
	Iteration 4Q: 3 clusters Score -4295699 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4296400.000000 Penalty: 3389.295166
	Iteration 5Q: 3 clusters Score -4296400 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4297457.000000 Penalty: 3389.295166
	Iteration 6F: 3 clusters Score -4297457 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -4299002.500000 Penalty: 3389.295166
	Iteration 7F: 3 clusters Score -4299002 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -4300990.000000 Penalty: 3389.295166
	Iteration 8F: 3 clusters Score -4300990 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -4303110.500000 Penalty: 3389.295166
	Iteration 9F: 3 clusters Score -4303110 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4304849.500000 Penalty: 3389.295166
	Iteration 10F: 3 clusters Score -4304850 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4305923.000000 Penalty: 3389.295166
	Iteration 11Q: 3 clusters Score -4305923 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4306420.000000 Penalty: 3389.295166
	Iteration 12Q: 3 clusters Score -4306420 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4306634.000000 Penalty: 3389.295166
	Iteration 13Q: 3 clusters Score -4306634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4306733.000000 Penalty: 3389.295166
	Iteration 14Q: 3 clusters Score -4306733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4306795.500000 Penalty: 3389.295166
	Iteration 15Q: 3 clusters Score -4306796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4306829.000000 Penalty: 3389.295166
	Iteration 16Q: 3 clusters Score -4306829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4306857.500000 Penalty: 3389.295166
	Iteration 17Q: 3 clusters Score -4306858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4306873.500000 Penalty: 3389.295166
	Iteration 18Q: 3 clusters Score -4306874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4306886.000000 Penalty: 3389.295166
	Iteration 19Q: 3 clusters Score -4306886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4306900.000000 Penalty: 3389.295166
	Iteration 20F: 3 clusters Score -4306900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -4306910.500000 Penalty: 3389.295166
	Iteration 21Q: 3 clusters Score -4306910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4306913.000000 Penalty: 3389.295166
	Iteration 22Q: 3 clusters Score -4306913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4306913.000000 Penalty: 3389.295166
	Iteration 23F: 3 clusters Score -4306913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Entering Unmasked Estep 
Score: -6165934.000000 Penalty: 1751.570190
	Iteration 0F: 2 clusters Score -6165934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -6134022.000000 Penalty: 3503.140381
	Iteration 0F: 3 clusters Score -6134022 nChanged 22385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -6146640.500000 Penalty: 3503.140381
	Iteration 1F: 3 clusters Score -6146640 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -6147149.000000 Penalty: 3503.140381
	Iteration 2Q: 3 clusters Score -6147149 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6147569.500000 Penalty: 3503.140381
	Iteration 3Q: 3 clusters Score -6147570 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6148031.000000 Penalty: 3503.140381
	Iteration 4Q: 3 clusters Score -6148031 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6148608.000000 Penalty: 3503.140381
	Iteration 5Q: 3 clusters Score -6148608 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6149290.500000 Penalty: 3503.140381
	Iteration 6Q: 3 clusters Score -6149290 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -6150262.000000 Penalty: 3503.140381
	Iteration 7Q: 3 clusters Score -6150262 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -6151633.500000 Penalty: 3503.140381
	Iteration 8Q: 3 clusters Score -6151634 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -6153515.000000 Penalty: 3503.140381
	Iteration 9F: 3 clusters Score -6153515 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -6155436.000000 Penalty: 3503.140381
	Iteration 10F: 3 clusters Score -6155436 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -6156746.500000 Penalty: 3503.140381
	Iteration 11F: 3 clusters Score -6156746 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -6157311.500000 Penalty: 3503.140381
	Iteration 12Q: 3 clusters Score -6157312 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -6157573.000000 Penalty: 3503.140381
	Iteration 13Q: 3 clusters Score -6157573 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -6157716.000000 Penalty: 3503.140381
	Iteration 14Q: 3 clusters Score -6157716 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -6157799.500000 Penalty: 3503.140381
	Iteration 15Q: 3 clusters Score -6157800 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -6157902.500000 Penalty: 3503.140381
	Iteration 16Q: 3 clusters Score -6157902 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -6158007.500000 Penalty: 3503.140381
	Iteration 17Q: 3 clusters Score -6158008 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -6158139.000000 Penalty: 3503.140381
	Iteration 18Q: 3 clusters Score -6158139 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6158271.000000 Penalty: 3503.140381
	Iteration 19Q: 3 clusters Score -6158271 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -6158411.000000 Penalty: 3503.140381
	Iteration 20F: 3 clusters Score -6158411 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -6158576.000000 Penalty: 3503.140381
	Iteration 21Q: 3 clusters Score -6158576 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -6158700.500000 Penalty: 3503.140381
	Iteration 22Q: 3 clusters Score -6158700 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -6158852.500000 Penalty: 3503.140381
	Iteration 23Q: 3 clusters Score -6158852 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -6159023.000000 Penalty: 3503.140381
	Iteration 24Q: 3 clusters Score -6159023 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -6159185.000000 Penalty: 3503.140381
	Iteration 25Q: 3 clusters Score -6159185 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -6159345.000000 Penalty: 3503.140381
	Iteration 26Q: 3 clusters Score -6159345 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -6159509.500000 Penalty: 3503.140381
	Iteration 27Q: 3 clusters Score -6159510 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -6159680.500000 Penalty: 3503.140381
	Iteration 28Q: 3 clusters Score -6159680 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -6159891.500000 Penalty: 3503.140381
	Iteration 29Q: 3 clusters Score -6159892 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -6160126.000000 Penalty: 3503.140381
	Iteration 30Q: 3 clusters Score -6160126 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -6160341.500000 Penalty: 3503.140381
	Iteration 31Q: 3 clusters Score -6160342 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -6160642.000000 Penalty: 3503.140381
	Iteration 32Q: 3 clusters Score -6160642 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -6160948.500000 Penalty: 3503.140381
	Iteration 33Q: 3 clusters Score -6160948 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -6161257.000000 Penalty: 3503.140381
	Iteration 34Q: 3 clusters Score -6161257 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -6161592.000000 Penalty: 3503.140381
	Iteration 35Q: 3 clusters Score -6161592 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -6161955.500000 Penalty: 3503.140381
	Iteration 36Q: 3 clusters Score -6161956 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -6162302.500000 Penalty: 3503.140381
	Iteration 37Q: 3 clusters Score -6162302 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6162607.500000 Penalty: 3503.140381
	Iteration 38Q: 3 clusters Score -6162608 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -6162931.000000 Penalty: 3503.140381
	Iteration 39Q: 3 clusters Score -6162931 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6163244.500000 Penalty: 3503.140381
	Iteration 40F: 3 clusters Score -6163244 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6163477.500000 Penalty: 3503.140381
	Iteration 41Q: 3 clusters Score -6163478 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6163664.000000 Penalty: 3503.140381
	Iteration 42Q: 3 clusters Score -6163664 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6163818.000000 Penalty: 3503.140381
	Iteration 43Q: 3 clusters Score -6163818 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6163948.500000 Penalty: 3503.140381
	Iteration 44Q: 3 clusters Score -6163948 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6164057.500000 Penalty: 3503.140381
	Iteration 45Q: 3 clusters Score -6164058 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6164112.000000 Penalty: 3503.140381
	Iteration 46Q: 3 clusters Score -6164112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6164183.500000 Penalty: 3503.140381
	Iteration 47Q: 3 clusters Score -6164184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6164256.000000 Penalty: 3503.140381
	Iteration 48Q: 3 clusters Score -6164256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6164309.000000 Penalty: 3503.140381
	Iteration 49Q: 3 clusters Score -6164309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6164355.500000 Penalty: 3503.140381
	Iteration 50Q: 3 clusters Score -6164356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6164389.500000 Penalty: 3503.140381
	Iteration 51Q: 3 clusters Score -6164390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6164430.500000 Penalty: 3503.140381
	Iteration 52Q: 3 clusters Score -6164430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6164439.000000 Penalty: 3503.140381
	Iteration 53Q: 3 clusters Score -6164439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6164453.000000 Penalty: 3503.140381
	Iteration 54Q: 3 clusters Score -6164453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6164464.500000 Penalty: 3503.140381
	Iteration 55Q: 3 clusters Score -6164464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6164469.500000 Penalty: 3503.140381
	Iteration 56Q: 3 clusters Score -6164470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6164485.000000 Penalty: 3503.140381
	Iteration 57Q: 3 clusters Score -6164485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6164499.500000 Penalty: 3503.140381
	Iteration 58Q: 3 clusters Score -6164500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6164509.500000 Penalty: 3503.140381
	Iteration 59Q: 3 clusters Score -6164510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6164506.500000 Penalty: 3503.140381
	Iteration 60F: 3 clusters Score -6164506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6164513.000000 Penalty: 3503.140381
	Iteration 61Q: 3 clusters Score -6164513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6164518.500000 Penalty: 3503.140381
	Iteration 62Q: 3 clusters Score -6164518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6164523.000000 Penalty: 3503.140381
	Iteration 63Q: 3 clusters Score -6164523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6164520.500000 Penalty: 3503.140381
	Iteration 64Q: 3 clusters Score -6164520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6164525.000000 Penalty: 3503.140381
	Iteration 65Q: 3 clusters Score -6164525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6164528.000000 Penalty: 3503.140381
	Iteration 66Q: 3 clusters Score -6164528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6164525.500000 Penalty: 3503.140381
	Iteration 67Q: 3 clusters Score -6164526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6164526.500000 Penalty: 3503.140381
	Iteration 68Q: 3 clusters Score -6164526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6164530.000000 Penalty: 3503.140381
	Iteration 69Q: 3 clusters Score -6164530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6164538.000000 Penalty: 3503.140381
	Iteration 70Q: 3 clusters Score -6164538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6164539.500000 Penalty: 3503.140381
	Iteration 71Q: 3 clusters Score -6164540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6164539.500000 Penalty: 3503.140381
	Iteration 72Q: 3 clusters Score -6164540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6164538.500000 Penalty: 3503.140381
	Iteration 73Q: 3 clusters Score -6164538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6164541.000000 Penalty: 3503.140381
	Iteration 74Q: 3 clusters Score -6164541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6164540.500000 Penalty: 3503.140381
	Iteration 75Q: 3 clusters Score -6164540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6164545.500000 Penalty: 3503.140381
	Iteration 76Q: 3 clusters Score -6164546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6164550.500000 Penalty: 3503.140381
	Iteration 77Q: 3 clusters Score -6164550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6164545.500000 Penalty: 3503.140381
	Iteration 78Q: 3 clusters Score -6164546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6164544.500000 Penalty: 3503.140381
	Iteration 79Q: 3 clusters Score -6164544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6164550.000000 Penalty: 3503.140381
	Iteration 80F: 3 clusters Score -6164550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6164551.000000 Penalty: 3503.140381
	Iteration 81Q: 3 clusters Score -6164551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6164551.000000 Penalty: 3503.140381
	Iteration 82Q: 3 clusters Score -6164551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6164549.000000 Penalty: 3503.140381
	Iteration 83Q: 3 clusters Score -6164549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6164550.500000 Penalty: 3503.140381
	Iteration 84Q: 3 clusters Score -6164550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6164554.000000 Penalty: 3503.140381
	Iteration 85Q: 3 clusters Score -6164554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6164553.500000 Penalty: 3503.140381
	Iteration 86Q: 3 clusters Score -6164554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6164561.000000 Penalty: 3503.140381
	Iteration 87Q: 3 clusters Score -6164561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6164557.500000 Penalty: 3503.140381
	Iteration 88Q: 3 clusters Score -6164558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6164554.500000 Penalty: 3503.140381
	Iteration 89Q: 3 clusters Score -6164554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6164557.000000 Penalty: 3503.140381
	Iteration 90Q: 3 clusters Score -6164557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6164557.000000 Penalty: 3503.140381
	Iteration 91Q: 3 clusters Score -6164557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6164557.000000 Penalty: 3503.140381
	Iteration 92F: 3 clusters Score -6164557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -439006.468750 Penalty: 1330.164673
	Iteration 0F: 2 clusters Score -439006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -435939.812500 Penalty: 2660.329346
	Iteration 0F: 3 clusters Score -435939.8 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -436836.500000 Penalty: 2660.329346
	Iteration 1F: 3 clusters Score -436836.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -437101.031250 Penalty: 2660.329346
	Iteration 2F: 3 clusters Score -437101 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -437272.000000 Penalty: 2660.329346
	Iteration 3F: 3 clusters Score -437272 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -437407.906250 Penalty: 2660.329346
	Iteration 4F: 3 clusters Score -437407.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -437536.218750 Penalty: 2660.329346
	Iteration 5Q: 3 clusters Score -437536.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -437656.031250 Penalty: 2660.329346
	Iteration 6Q: 3 clusters Score -437656 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -437771.375000 Penalty: 2660.329346
	Iteration 7Q: 3 clusters Score -437771.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -437861.531250 Penalty: 2660.329346
	Iteration 8Q: 3 clusters Score -437861.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -437946.656250 Penalty: 2660.329346
	Iteration 9Q: 3 clusters Score -437946.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -438009.968750 Penalty: 2660.329346
	Iteration 10Q: 3 clusters Score -438010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -438060.625000 Penalty: 2660.329346
	Iteration 11Q: 3 clusters Score -438060.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -438096.562500 Penalty: 2660.329346
	Iteration 12Q: 3 clusters Score -438096.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -438124.187500 Penalty: 2660.329346
	Iteration 13Q: 3 clusters Score -438124.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -438137.937500 Penalty: 2660.329346
	Iteration 14Q: 3 clusters Score -438137.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -438148.218750 Penalty: 2660.329346
	Iteration 15Q: 3 clusters Score -438148.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -438156.093750 Penalty: 2660.329346
	Iteration 16Q: 3 clusters Score -438156.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -438164.156250 Penalty: 2660.329346
	Iteration 17Q: 3 clusters Score -438164.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -438171.562500 Penalty: 2660.329346
	Iteration 18Q: 3 clusters Score -438171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -438177.187500 Penalty: 2660.329346
	Iteration 19Q: 3 clusters Score -438177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -438179.468750 Penalty: 2660.329346
	Iteration 20F: 3 clusters Score -438179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -438181.625000 Penalty: 2660.329346
	Iteration 21Q: 3 clusters Score -438181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -438188.125000 Penalty: 2660.329346
	Iteration 22Q: 3 clusters Score -438188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -438193.687500 Penalty: 2660.329346
	Iteration 23Q: 3 clusters Score -438193.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -438196.062500 Penalty: 2660.329346
	Iteration 24Q: 3 clusters Score -438196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -438199.593750 Penalty: 2660.329346
	Iteration 25Q: 3 clusters Score -438199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -438205.250000 Penalty: 2660.329346
	Iteration 26Q: 3 clusters Score -438205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -438215.718750 Penalty: 2660.329346
	Iteration 27Q: 3 clusters Score -438215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -438222.437500 Penalty: 2660.329346
	Iteration 28Q: 3 clusters Score -438222.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -438228.031250 Penalty: 2660.329346
	Iteration 29Q: 3 clusters Score -438228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -438234.187500 Penalty: 2660.329346
	Iteration 30Q: 3 clusters Score -438234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -438234.906250 Penalty: 2660.329346
	Iteration 31Q: 3 clusters Score -438234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -438234.906250 Penalty: 2660.329346
	Iteration 32F: 3 clusters Score -438234.9 nChanged 0
--- Evaluating fit on full set of 1737627 points ---
Entering Unmasked Estep 
Score: -219140384.000000 Penalty: 44361.292969
21->20 Clusters: Score -219140384.000000, best is -219131456.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 579209 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 27859 members 
Mstep: Class 3 contains 27539 members 
Mstep: Class 4 contains 27667 members 
Mstep: Class 5 contains 27681 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 27469 members 
Mstep: Class 8 contains 27427 members 
Mstep: Class 9 contains 27441 members 
Mstep: Class 10 contains 27577 members 
Mstep: Class 11 contains 27673 members 
Mstep: Class 12 contains 27684 members 
Mstep: Class 13 contains 28008 members 
Mstep: Class 14 contains 27371 members 
Mstep: Class 15 contains 27558 members 
Mstep: Class 16 contains 27734 members 
Mstep: Class 17 contains 27772 members 
Mstep: Class 18 contains 27246 members 
Mstep: Class 19 contains 27323 members 
Mstep: Class 20 contains 27522 members 
Mstep: Class 21 contains 27606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 946.611694 but Gain 2156.281250
Score: -69515720.000000 Penalty: 43125.609375
Iteration 0F: 21 clusters Score -6.951572e+07 nChanged 551602
Entering Unmasked Mstep 
Mstep: Class 0 contains 856 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 65380 members 
Mstep: Class 3 contains 179634 members 
Mstep: Class 4 contains 13480 members 
Mstep: Class 5 contains 91205 members 
Mstep: Class 6 contains 105104 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 10703 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 8067 members 
Mstep: Class 11 contains 3083 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 14839 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 17 contains 47175 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 10790 members 
Mstep: Class 21 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 816.135071 but Gain 2156.277344
Score: -72051704.000000 Penalty: 40969.332031
Iteration 1F: 20 clusters Score -7.20517e+07 nChanged 146423
Entering Unmasked Mstep 
Mstep: Class 0 contains 803 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 60870 members 
Mstep: Class 3 contains 183581 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 104348 members 
Mstep: Class 6 contains 125535 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 6604 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 1215 members 
Mstep: Class 12 contains 942 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 16 contains 1907 members 
Mstep: Class 17 contains 42632 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 776.141724 but Gain 2156.281250
Score: -72199232.000000 Penalty: 38813.050781
Iteration 2F: 19 clusters Score -7.219923e+07 nChanged 110173
Entering Unmasked Mstep 
Mstep: Class 0 contains 545 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 58310 members 
Mstep: Class 3 contains 157976 members 
Mstep: Class 4 contains 7659 members 
Mstep: Class 5 contains 117494 members 
Mstep: Class 6 contains 142891 members 
Mstep: Class 7 contains 831 members 
Mstep: Class 8 contains 5587 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 23473 members 
Mstep: Class 12 contains 897 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 7358 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 17 contains 43309 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 3822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 723.711853 but Gain 2156.281250
Score: -72307288.000000 Penalty: 36656.769531
Iteration 3F: 18 clusters Score -7.230729e+07 nChanged 102114
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63250 members 
Mstep: Class 3 contains 135024 members 
Mstep: Class 4 contains 8254 members 
Mstep: Class 5 contains 124304 members 
Mstep: Class 6 contains 142932 members 
Mstep: Class 8 contains 4990 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 28881 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 14 contains 7048 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 52191 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 3014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1083.902588 but Gain 2156.281250
Score: -72396848.000000 Penalty: 34500.488281
Iteration 4F: 17 clusters Score -7.239685e+07 nChanged 95877
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 71552 members 
Mstep: Class 3 contains 128702 members 
Mstep: Class 4 contains 8957 members 
Mstep: Class 5 contains 119074 members 
Mstep: Class 6 contains 131598 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 31111 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 1131 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 16 contains 1355 members 
Mstep: Class 17 contains 65549 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1448.412842 but Gain 2156.279297
Score: -72475104.000000 Penalty: 32344.208984
Iteration 5F: 16 clusters Score -7.24751e+07 nChanged 82055
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 78322 members 
Mstep: Class 3 contains 130246 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 106742 members 
Mstep: Class 6 contains 122018 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 31215 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 1093 members 
Mstep: Class 14 contains 10076 members 
Mstep: Class 17 contains 79304 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1903.128174 but Gain 2156.281250
Score: -72535008.000000 Penalty: 30187.927734
Iteration 6F: 15 clusters Score -7.253501e+07 nChanged 67394
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 83691 members 
Mstep: Class 3 contains 129423 members 
Mstep: Class 4 contains 8558 members 
Mstep: Class 5 contains 95776 members 
Mstep: Class 6 contains 116361 members 
Mstep: Class 8 contains 2910 members 
Mstep: Class 9 contains 653 members 
Mstep: Class 10 contains 30412 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 17 contains 91933 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2053.306641 but Gain 2156.281250
Score: -72577536.000000 Penalty: 28031.646484
Iteration 7F: 14 clusters Score -7.257754e+07 nChanged 55613
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 88948 members 
Mstep: Class 3 contains 125402 members 
Mstep: Class 4 contains 7942 members 
Mstep: Class 5 contains 86097 members 
Mstep: Class 6 contains 113914 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 745 members 
Mstep: Class 10 contains 29206 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 14 contains 16057 members 
Mstep: Class 17 contains 103391 members 
Mstep: Class 19 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72611200.000000 Penalty: 28031.646484
Iteration 8F: 14 clusters Score -7.26112e+07 nChanged 47044
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 94177 members 
Mstep: Class 3 contains 120031 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 76622 members 
Mstep: Class 6 contains 111078 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 27799 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 14 contains 18833 members 
Mstep: Class 17 contains 114978 members 
Mstep: Class 19 contains 3808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72639416.000000 Penalty: 28031.646484
Iteration 9F: 14 clusters Score -7.263942e+07 nChanged 46571
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 99295 members 
Mstep: Class 3 contains 112524 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 66801 members 
Mstep: Class 6 contains 107641 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 26387 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 14 contains 21267 members 
Mstep: Class 17 contains 130076 members 
Mstep: Class 19 contains 3946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72655936.000000 Penalty: 28031.646484
Iteration 10F: 14 clusters Score -7.265594e+07 nChanged 47155
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 105438 members 
Mstep: Class 3 contains 103521 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 57285 members 
Mstep: Class 6 contains 103727 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 791 members 
Mstep: Class 10 contains 25205 members 
Mstep: Class 12 contains 548 members 
Mstep: Class 14 contains 23476 members 
Mstep: Class 17 contains 145565 members 
Mstep: Class 19 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72659840.000000 Penalty: 28031.646484
Iteration 11F: 14 clusters Score -7.265984e+07 nChanged 41675
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 115592 members 
Mstep: Class 3 contains 95466 members 
Mstep: Class 4 contains 7042 members 
Mstep: Class 5 contains 49766 members 
Mstep: Class 6 contains 100755 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 24375 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 14 contains 25717 members 
Mstep: Class 17 contains 152112 members 
Mstep: Class 19 contains 3994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72660600.000000 Penalty: 28031.646484
Iteration 12F: 14 clusters Score -7.26606e+07 nChanged 38207
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 131704 members 
Mstep: Class 3 contains 87440 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 42990 members 
Mstep: Class 6 contains 98351 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 23893 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 14 contains 28021 members 
Mstep: Class 17 contains 150635 members 
Mstep: Class 19 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72663664.000000 Penalty: 28031.646484
Iteration 13F: 14 clusters Score -7.266366e+07 nChanged 39085
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 150147 members 
Mstep: Class 3 contains 77184 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 36682 members 
Mstep: Class 6 contains 95671 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 23928 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 14 contains 30352 members 
Mstep: Class 17 contains 147933 members 
Mstep: Class 19 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72664512.000000 Penalty: 28031.646484
Iteration 14F: 14 clusters Score -7.266451e+07 nChanged 37782
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 165675 members 
Mstep: Class 3 contains 65984 members 
Mstep: Class 4 contains 9814 members 
Mstep: Class 5 contains 31940 members 
Mstep: Class 6 contains 93756 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 800 members 
Mstep: Class 10 contains 24451 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 14 contains 32909 members 
Mstep: Class 17 contains 145670 members 
Mstep: Class 19 contains 4130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72661968.000000 Penalty: 28031.646484
Iteration 15F: 14 clusters Score -7.266197e+07 nChanged 30790
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 172400 members 
Mstep: Class 3 contains 59402 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 28945 members 
Mstep: Class 6 contains 92681 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 25325 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 14 contains 35760 members 
Mstep: Class 17 contains 144079 members 
Mstep: Class 19 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72662968.000000 Penalty: 28031.646484
Iteration 16F: 14 clusters Score -7.266297e+07 nChanged 23818
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 172827 members 
Mstep: Class 3 contains 57093 members 
Mstep: Class 4 contains 12933 members 
Mstep: Class 5 contains 26494 members 
Mstep: Class 6 contains 92421 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 26111 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 17 contains 142855 members 
Mstep: Class 19 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72667864.000000 Penalty: 28031.646484
Iteration 17Q: 14 clusters Score -7.266786e+07 nChanged 19450
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 170956 members 
Mstep: Class 3 contains 56924 members 
Mstep: Class 4 contains 14964 members 
Mstep: Class 5 contains 24269 members 
Mstep: Class 6 contains 92591 members 
Mstep: Class 8 contains 3717 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 26730 members 
Mstep: Class 12 contains 534 members 
Mstep: Class 14 contains 41644 members 
Mstep: Class 17 contains 141019 members 
Mstep: Class 19 contains 4163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72673816.000000 Penalty: 28031.646484
Iteration 18Q: 14 clusters Score -7.267382e+07 nChanged 17167
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 168157 members 
Mstep: Class 3 contains 57783 members 
Mstep: Class 4 contains 17282 members 
Mstep: Class 5 contains 22196 members 
Mstep: Class 6 contains 93093 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 27165 members 
Mstep: Class 12 contains 527 members 
Mstep: Class 14 contains 44399 members 
Mstep: Class 17 contains 138607 members 
Mstep: Class 19 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72681672.000000 Penalty: 28031.646484
Iteration 19Q: 14 clusters Score -7.268167e+07 nChanged 15843
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 164848 members 
Mstep: Class 3 contains 59041 members 
Mstep: Class 4 contains 19893 members 
Mstep: Class 5 contains 20307 members 
Mstep: Class 6 contains 93809 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 27496 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 14 contains 46976 members 
Mstep: Class 17 contains 135863 members 
Mstep: Class 19 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72689088.000000 Penalty: 28031.646484
Iteration 20F: 14 clusters Score -7.268909e+07 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 161194 members 
Mstep: Class 3 contains 60388 members 
Mstep: Class 4 contains 22732 members 
Mstep: Class 5 contains 18601 members 
Mstep: Class 6 contains 94666 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 27745 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 14 contains 49431 members 
Mstep: Class 17 contains 132975 members 
Mstep: Class 19 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72697152.000000 Penalty: 28031.646484
Iteration 21Q: 14 clusters Score -7.269715e+07 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 157398 members 
Mstep: Class 3 contains 61735 members 
Mstep: Class 4 contains 25822 members 
Mstep: Class 5 contains 16916 members 
Mstep: Class 6 contains 95660 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 27876 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 14 contains 51661 members 
Mstep: Class 17 contains 130193 members 
Mstep: Class 19 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72704584.000000 Penalty: 28031.646484
Iteration 22Q: 14 clusters Score -7.270458e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 153583 members 
Mstep: Class 3 contains 63194 members 
Mstep: Class 4 contains 29160 members 
Mstep: Class 5 contains 15397 members 
Mstep: Class 6 contains 96589 members 
Mstep: Class 8 contains 6071 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 27931 members 
Mstep: Class 12 contains 511 members 
Mstep: Class 14 contains 53681 members 
Mstep: Class 17 contains 127203 members 
Mstep: Class 19 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72712360.000000 Penalty: 28031.646484
Iteration 23Q: 14 clusters Score -7.271236e+07 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 149687 members 
Mstep: Class 3 contains 64647 members 
Mstep: Class 4 contains 32700 members 
Mstep: Class 5 contains 14001 members 
Mstep: Class 6 contains 97486 members 
Mstep: Class 8 contains 6586 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 27921 members 
Mstep: Class 12 contains 501 members 
Mstep: Class 14 contains 55514 members 
Mstep: Class 17 contains 124247 members 
Mstep: Class 19 contains 4189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72719240.000000 Penalty: 28031.646484
Iteration 24Q: 14 clusters Score -7.271924e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 146071 members 
Mstep: Class 3 contains 66034 members 
Mstep: Class 4 contains 36366 members 
Mstep: Class 5 contains 12772 members 
Mstep: Class 6 contains 98287 members 
Mstep: Class 8 contains 7107 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 27863 members 
Mstep: Class 12 contains 498 members 
Mstep: Class 14 contains 57102 members 
Mstep: Class 17 contains 121159 members 
Mstep: Class 19 contains 4216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72726136.000000 Penalty: 28031.646484
Iteration 25Q: 14 clusters Score -7.272614e+07 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 142697 members 
Mstep: Class 3 contains 67209 members 
Mstep: Class 4 contains 40141 members 
Mstep: Class 5 contains 11616 members 
Mstep: Class 6 contains 99096 members 
Mstep: Class 8 contains 7620 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 27725 members 
Mstep: Class 12 contains 497 members 
Mstep: Class 14 contains 58529 members 
Mstep: Class 17 contains 118092 members 
Mstep: Class 19 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72732128.000000 Penalty: 28031.646484
Iteration 26Q: 14 clusters Score -7.273213e+07 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 139490 members 
Mstep: Class 3 contains 68276 members 
Mstep: Class 4 contains 43982 members 
Mstep: Class 5 contains 10485 members 
Mstep: Class 6 contains 99943 members 
Mstep: Class 8 contains 8192 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 27530 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 59728 members 
Mstep: Class 17 contains 115080 members 
Mstep: Class 19 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72738208.000000 Penalty: 28031.646484
Iteration 27Q: 14 clusters Score -7.273821e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 136305 members 
Mstep: Class 3 contains 69199 members 
Mstep: Class 4 contains 47942 members 
Mstep: Class 5 contains 9356 members 
Mstep: Class 6 contains 100843 members 
Mstep: Class 8 contains 8743 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 27291 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 60646 members 
Mstep: Class 17 contains 112362 members 
Mstep: Class 19 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72743320.000000 Penalty: 28031.646484
Iteration 28Q: 14 clusters Score -7.274332e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 133178 members 
Mstep: Class 3 contains 70007 members 
Mstep: Class 4 contains 51853 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 101752 members 
Mstep: Class 8 contains 9287 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 27041 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 61236 members 
Mstep: Class 17 contains 109979 members 
Mstep: Class 19 contains 4308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72747152.000000 Penalty: 28031.646484
Iteration 29Q: 14 clusters Score -7.274715e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 129981 members 
Mstep: Class 3 contains 70660 members 
Mstep: Class 4 contains 55601 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 102701 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 745 members 
Mstep: Class 10 contains 26820 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 61554 members 
Mstep: Class 17 contains 108157 members 
Mstep: Class 19 contains 4330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72751392.000000 Penalty: 28031.646484
Iteration 30Q: 14 clusters Score -7.275139e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 127009 members 
Mstep: Class 3 contains 71194 members 
Mstep: Class 4 contains 59069 members 
Mstep: Class 5 contains 6324 members 
Mstep: Class 6 contains 103685 members 
Mstep: Class 8 contains 10408 members 
Mstep: Class 9 contains 745 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 61571 members 
Mstep: Class 17 contains 106777 members 
Mstep: Class 19 contains 4355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72754496.000000 Penalty: 28031.646484
Iteration 31Q: 14 clusters Score -7.27545e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 124476 members 
Mstep: Class 3 contains 71501 members 
Mstep: Class 4 contains 62193 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 104515 members 
Mstep: Class 8 contains 10928 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 26355 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 61452 members 
Mstep: Class 17 contains 105735 members 
Mstep: Class 19 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72757600.000000 Penalty: 28031.646484
Iteration 32Q: 14 clusters Score -7.27576e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 122416 members 
Mstep: Class 3 contains 71615 members 
Mstep: Class 4 contains 65009 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 105287 members 
Mstep: Class 8 contains 11399 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 26160 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 61155 members 
Mstep: Class 17 contains 104907 members 
Mstep: Class 19 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72759824.000000 Penalty: 28031.646484
Iteration 33Q: 14 clusters Score -7.275982e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 120765 members 
Mstep: Class 3 contains 71559 members 
Mstep: Class 4 contains 67505 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 106019 members 
Mstep: Class 8 contains 11845 members 
Mstep: Class 9 contains 745 members 
Mstep: Class 10 contains 26009 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 60695 members 
Mstep: Class 17 contains 104265 members 
Mstep: Class 19 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72761432.000000 Penalty: 28031.646484
Iteration 34Q: 14 clusters Score -7.276143e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 119421 members 
Mstep: Class 3 contains 71399 members 
Mstep: Class 4 contains 69835 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 106624 members 
Mstep: Class 8 contains 12277 members 
Mstep: Class 9 contains 745 members 
Mstep: Class 10 contains 25880 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 60169 members 
Mstep: Class 17 contains 103677 members 
Mstep: Class 19 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72762976.000000 Penalty: 28031.646484
Iteration 35Q: 14 clusters Score -7.276298e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 118433 members 
Mstep: Class 3 contains 71109 members 
Mstep: Class 4 contains 71972 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 107100 members 
Mstep: Class 8 contains 12742 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 25807 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 59457 members 
Mstep: Class 17 contains 103157 members 
Mstep: Class 19 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72763984.000000 Penalty: 28031.646484
Iteration 36Q: 14 clusters Score -7.276398e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 117688 members 
Mstep: Class 3 contains 70811 members 
Mstep: Class 4 contains 74016 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 107474 members 
Mstep: Class 8 contains 13184 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 25761 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 58624 members 
Mstep: Class 17 contains 102634 members 
Mstep: Class 19 contains 4312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72765288.000000 Penalty: 28031.646484
Iteration 37Q: 14 clusters Score -7.276529e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 117123 members 
Mstep: Class 3 contains 70452 members 
Mstep: Class 4 contains 75865 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 107784 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 25738 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 57738 members 
Mstep: Class 17 contains 102263 members 
Mstep: Class 19 contains 4261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72766328.000000 Penalty: 28031.646484
Iteration 38Q: 14 clusters Score -7.276633e+07 nChanged 5761
Entering ConstructFrom: 
Score: -72766328.000000 Penalty: 28031.646484
Entering ConstructFrom: 
Trying to split cluster 1 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -88053.843750 Penalty: 1098.379028
	Iteration 0F: 2 clusters Score -88053.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86824.648438 Penalty: 2196.758057
	Iteration 0F: 3 clusters Score -86824.65 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87201.703125 Penalty: 2196.758057
	Iteration 1F: 3 clusters Score -87201.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87368.828125 Penalty: 2196.758057
	Iteration 2F: 3 clusters Score -87368.83 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87563.484375 Penalty: 2196.758057
	Iteration 3F: 3 clusters Score -87563.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87828.515625 Penalty: 2196.758057
	Iteration 4F: 3 clusters Score -87828.52 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88148.359375 Penalty: 2196.758057
	Iteration 5F: 3 clusters Score -88148.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88364.359375 Penalty: 2196.758057
	Iteration 6F: 3 clusters Score -88364.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -88445.281250 Penalty: 2196.758057
	Iteration 7Q: 3 clusters Score -88445.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88473.914062 Penalty: 2196.758057
	Iteration 8Q: 3 clusters Score -88473.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88498.140625 Penalty: 2196.758057
	Iteration 9Q: 3 clusters Score -88498.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -88510.382812 Penalty: 2196.758057
	Iteration 10Q: 3 clusters Score -88510.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -88515.929688 Penalty: 2196.758057
	Iteration 11Q: 3 clusters Score -88515.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88518.367188 Penalty: 2196.758057
	Iteration 12Q: 3 clusters Score -88518.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88518.367188 Penalty: 2196.758057
	Iteration 13F: 3 clusters Score -88518.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 116707 members 
Mstep: Class 3 contains 70104 members 
Mstep: Class 4 contains 77620 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 108042 members 
Mstep: Class 7 contains 558 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 25720 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 56832 members 
Mstep: Class 17 contains 101927 members 
Mstep: Class 19 contains 4186 members 
Entering Unmasked Estep 
Score: -72765856.000000 Penalty: 30187.927734
Splitting cluster 1 changes total score from -72766328.000000 to -72765856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (116707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Entering Unmasked Estep 
Score: -14862203.000000 Penalty: 1895.955933
	Iteration 0F: 2 clusters Score -1.48622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -14788635.000000 Penalty: 3791.911865
	Iteration 0F: 3 clusters Score -1.478864e+07 nChanged 56102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -14821954.000000 Penalty: 3791.911865
	Iteration 1F: 3 clusters Score -1.482195e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -14823641.000000 Penalty: 3791.911865
	Iteration 2Q: 3 clusters Score -1.482364e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -14826327.000000 Penalty: 3791.911865
	Iteration 3Q: 3 clusters Score -1.482633e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -14830718.000000 Penalty: 3791.911865
	Iteration 4F: 3 clusters Score -1.483072e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -14837066.000000 Penalty: 3791.911865
	Iteration 5F: 3 clusters Score -1.483707e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -14844602.000000 Penalty: 3791.911865
	Iteration 6F: 3 clusters Score -1.48446e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -14851197.000000 Penalty: 3791.911865
	Iteration 7F: 3 clusters Score -1.48512e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -14855287.000000 Penalty: 3791.911865
	Iteration 8Q: 3 clusters Score -1.485529e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -14857544.000000 Penalty: 3791.911865
	Iteration 9Q: 3 clusters Score -1.485754e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -14858969.000000 Penalty: 3791.911865
	Iteration 10Q: 3 clusters Score -1.485897e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 104094 members 
Entering Unmasked Estep 
Score: -14859895.000000 Penalty: 3791.911865
	Iteration 11Q: 3 clusters Score -1.48599e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -14860864.000000 Penalty: 3791.911865
	Iteration 12Q: 3 clusters Score -1.486086e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -14861341.000000 Penalty: 3791.911865
	Iteration 13Q: 3 clusters Score -1.486134e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 110597 members 
Entering Unmasked Estep 
Score: -14861863.000000 Penalty: 3791.911865
	Iteration 14Q: 3 clusters Score -1.486186e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -14862034.000000 Penalty: 3791.911865
	Iteration 15Q: 3 clusters Score -1.486203e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 113283 members 
Entering Unmasked Estep 
Score: -14861880.000000 Penalty: 3791.911865
	Iteration 16Q: 3 clusters Score -1.486188e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 114118 members 
Entering Unmasked Estep 
Score: -14861849.000000 Penalty: 3791.911865
	Iteration 17Q: 3 clusters Score -1.486185e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 114708 members 
Entering Unmasked Estep 
Score: -14861812.000000 Penalty: 3791.911865
	Iteration 18Q: 3 clusters Score -1.486181e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -14861780.000000 Penalty: 3791.911865
	Iteration 19Q: 3 clusters Score -1.486178e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 115379 members 
Entering Unmasked Estep 
Score: -14861731.000000 Penalty: 3791.911865
	Iteration 20F: 3 clusters Score -1.486173e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 115561 members 
Entering Unmasked Estep 
Score: -14861645.000000 Penalty: 3791.911865
	Iteration 21Q: 3 clusters Score -1.486164e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -14861591.000000 Penalty: 3791.911865
	Iteration 22Q: 3 clusters Score -1.486159e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 115767 members 
Entering Unmasked Estep 
Score: -14861565.000000 Penalty: 3791.911865
	Iteration 23Q: 3 clusters Score -1.486156e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 115824 members 
Entering Unmasked Estep 
Score: -14861531.000000 Penalty: 3791.911865
	Iteration 24Q: 3 clusters Score -1.486153e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 115874 members 
Entering Unmasked Estep 
Score: -14861504.000000 Penalty: 3791.911865
	Iteration 25Q: 3 clusters Score -1.48615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -14861512.000000 Penalty: 3791.911865
	Iteration 26Q: 3 clusters Score -1.486151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 115949 members 
Entering Unmasked Estep 
Score: -14861490.000000 Penalty: 3791.911865
	Iteration 27Q: 3 clusters Score -1.486149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -14861498.000000 Penalty: 3791.911865
	Iteration 28Q: 3 clusters Score -1.48615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -14861476.000000 Penalty: 3791.911865
	Iteration 29Q: 3 clusters Score -1.486148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 115999 members 
Entering Unmasked Estep 
Score: -14861459.000000 Penalty: 3791.911865
	Iteration 30Q: 3 clusters Score -1.486146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 116006 members 
Entering Unmasked Estep 
Score: -14861457.000000 Penalty: 3791.911865
	Iteration 31Q: 3 clusters Score -1.486146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 116012 members 
Entering Unmasked Estep 
Score: -14861459.000000 Penalty: 3791.911865
	Iteration 32Q: 3 clusters Score -1.486146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 116019 members 
Entering Unmasked Estep 
Score: -14861446.000000 Penalty: 3791.911865
	Iteration 33Q: 3 clusters Score -1.486145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 116020 members 
Entering Unmasked Estep 
Score: -14861453.000000 Penalty: 3791.911865
	Iteration 34Q: 3 clusters Score -1.486145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -14861452.000000 Penalty: 3791.911865
	Iteration 35Q: 3 clusters Score -1.486145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 116027 members 
Entering Unmasked Estep 
Score: -14861445.000000 Penalty: 3791.911865
	Iteration 36Q: 3 clusters Score -1.486144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 116029 members 
Entering Unmasked Estep 
Score: -14861438.000000 Penalty: 3791.911865
	Iteration 37Q: 3 clusters Score -1.486144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 116029 members 
Entering Unmasked Estep 
Score: -14861438.000000 Penalty: 3791.911865
	Iteration 38F: 3 clusters Score -1.486144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (70104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Entering Unmasked Estep 
Score: -8970860.000000 Penalty: 1813.131958
	Iteration 0F: 2 clusters Score -8970860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -8924955.000000 Penalty: 3626.263916
	Iteration 0F: 3 clusters Score -8924955 nChanged 33291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -8943866.000000 Penalty: 3626.263916
	Iteration 1F: 3 clusters Score -8943866 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -8944444.000000 Penalty: 3626.263916
	Iteration 2Q: 3 clusters Score -8944444 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -8945140.000000 Penalty: 3626.263916
	Iteration 3Q: 3 clusters Score -8945140 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -8946000.000000 Penalty: 3626.263916
	Iteration 4Q: 3 clusters Score -8946000 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8947111.000000 Penalty: 3626.263916
	Iteration 5Q: 3 clusters Score -8947111 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -8948334.000000 Penalty: 3626.263916
	Iteration 6Q: 3 clusters Score -8948334 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -8949808.000000 Penalty: 3626.263916
	Iteration 7Q: 3 clusters Score -8949808 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -8951656.000000 Penalty: 3626.263916
	Iteration 8Q: 3 clusters Score -8951656 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -8953838.000000 Penalty: 3626.263916
	Iteration 9F: 3 clusters Score -8953838 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -8956402.000000 Penalty: 3626.263916
	Iteration 10F: 3 clusters Score -8956402 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8958671.000000 Penalty: 3626.263916
	Iteration 11F: 3 clusters Score -8958671 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8960330.000000 Penalty: 3626.263916
	Iteration 12Q: 3 clusters Score -8960330 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -8961356.000000 Penalty: 3626.263916
	Iteration 13Q: 3 clusters Score -8961356 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8961904.000000 Penalty: 3626.263916
	Iteration 14Q: 3 clusters Score -8961904 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8962244.000000 Penalty: 3626.263916
	Iteration 15Q: 3 clusters Score -8962244 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -8962509.000000 Penalty: 3626.263916
	Iteration 16Q: 3 clusters Score -8962509 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -8962696.000000 Penalty: 3626.263916
	Iteration 17Q: 3 clusters Score -8962696 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -8962896.000000 Penalty: 3626.263916
	Iteration 18Q: 3 clusters Score -8962896 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -8963137.000000 Penalty: 3626.263916
	Iteration 19Q: 3 clusters Score -8963137 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -8963309.000000 Penalty: 3626.263916
	Iteration 20F: 3 clusters Score -8963309 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -8963482.000000 Penalty: 3626.263916
	Iteration 21Q: 3 clusters Score -8963482 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -8963671.000000 Penalty: 3626.263916
	Iteration 22Q: 3 clusters Score -8963671 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -8963813.000000 Penalty: 3626.263916
	Iteration 23Q: 3 clusters Score -8963813 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -8963966.000000 Penalty: 3626.263916
	Iteration 24Q: 3 clusters Score -8963966 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -8964110.000000 Penalty: 3626.263916
	Iteration 25Q: 3 clusters Score -8964110 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -8964233.000000 Penalty: 3626.263916
	Iteration 26Q: 3 clusters Score -8964233 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -8964364.000000 Penalty: 3626.263916
	Iteration 27Q: 3 clusters Score -8964364 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -8964481.000000 Penalty: 3626.263916
	Iteration 28Q: 3 clusters Score -8964481 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -8964649.000000 Penalty: 3626.263916
	Iteration 29Q: 3 clusters Score -8964649 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -8964829.000000 Penalty: 3626.263916
	Iteration 30Q: 3 clusters Score -8964829 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -8964970.000000 Penalty: 3626.263916
	Iteration 31Q: 3 clusters Score -8964970 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -8965117.000000 Penalty: 3626.263916
	Iteration 32Q: 3 clusters Score -8965117 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -8965182.000000 Penalty: 3626.263916
	Iteration 33Q: 3 clusters Score -8965182 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -8965286.000000 Penalty: 3626.263916
	Iteration 34Q: 3 clusters Score -8965286 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -8965395.000000 Penalty: 3626.263916
	Iteration 35Q: 3 clusters Score -8965395 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -8965509.000000 Penalty: 3626.263916
	Iteration 36Q: 3 clusters Score -8965509 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -8965624.000000 Penalty: 3626.263916
	Iteration 37Q: 3 clusters Score -8965624 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -8965685.000000 Penalty: 3626.263916
	Iteration 38Q: 3 clusters Score -8965685 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -8965763.000000 Penalty: 3626.263916
	Iteration 39Q: 3 clusters Score -8965763 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -8965834.000000 Penalty: 3626.263916
	Iteration 40F: 3 clusters Score -8965834 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -8965961.000000 Penalty: 3626.263916
	Iteration 41Q: 3 clusters Score -8965961 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -8966085.000000 Penalty: 3626.263916
	Iteration 42Q: 3 clusters Score -8966085 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -8966201.000000 Penalty: 3626.263916
	Iteration 43Q: 3 clusters Score -8966201 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -8966344.000000 Penalty: 3626.263916
	Iteration 44Q: 3 clusters Score -8966344 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -8966483.000000 Penalty: 3626.263916
	Iteration 45Q: 3 clusters Score -8966483 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -8966661.000000 Penalty: 3626.263916
	Iteration 46Q: 3 clusters Score -8966661 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -8966821.000000 Penalty: 3626.263916
	Iteration 47Q: 3 clusters Score -8966821 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -8967005.000000 Penalty: 3626.263916
	Iteration 48Q: 3 clusters Score -8967005 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -8967144.000000 Penalty: 3626.263916
	Iteration 49Q: 3 clusters Score -8967144 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -8967332.000000 Penalty: 3626.263916
	Iteration 50Q: 3 clusters Score -8967332 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -8967497.000000 Penalty: 3626.263916
	Iteration 51Q: 3 clusters Score -8967497 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8967653.000000 Penalty: 3626.263916
	Iteration 52Q: 3 clusters Score -8967653 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -8967802.000000 Penalty: 3626.263916
	Iteration 53Q: 3 clusters Score -8967802 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -8967953.000000 Penalty: 3626.263916
	Iteration 54Q: 3 clusters Score -8967953 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -8968099.000000 Penalty: 3626.263916
	Iteration 55Q: 3 clusters Score -8968099 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -8968196.000000 Penalty: 3626.263916
	Iteration 56Q: 3 clusters Score -8968196 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -8968282.000000 Penalty: 3626.263916
	Iteration 57Q: 3 clusters Score -8968282 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -8968403.000000 Penalty: 3626.263916
	Iteration 58Q: 3 clusters Score -8968403 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -8968491.000000 Penalty: 3626.263916
	Iteration 59Q: 3 clusters Score -8968491 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -8968556.000000 Penalty: 3626.263916
	Iteration 60F: 3 clusters Score -8968556 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -8968606.000000 Penalty: 3626.263916
	Iteration 61Q: 3 clusters Score -8968606 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -8968653.000000 Penalty: 3626.263916
	Iteration 62Q: 3 clusters Score -8968653 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -8968675.000000 Penalty: 3626.263916
	Iteration 63Q: 3 clusters Score -8968675 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 67536 members 
Entering Unmasked Estep 
Score: -8968709.000000 Penalty: 3626.263916
	Iteration 64Q: 3 clusters Score -8968709 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -8968776.000000 Penalty: 3626.263916
	Iteration 65Q: 3 clusters Score -8968776 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -8968804.000000 Penalty: 3626.263916
	Iteration 66Q: 3 clusters Score -8968804 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -8968858.000000 Penalty: 3626.263916
	Iteration 67Q: 3 clusters Score -8968858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -8968910.000000 Penalty: 3626.263916
	Iteration 68Q: 3 clusters Score -8968910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -8968933.000000 Penalty: 3626.263916
	Iteration 69Q: 3 clusters Score -8968933 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -8968957.000000 Penalty: 3626.263916
	Iteration 70Q: 3 clusters Score -8968957 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -8968993.000000 Penalty: 3626.263916
	Iteration 71Q: 3 clusters Score -8968993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -8969030.000000 Penalty: 3626.263916
	Iteration 72Q: 3 clusters Score -8969030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -8969044.000000 Penalty: 3626.263916
	Iteration 73Q: 3 clusters Score -8969044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -8969062.000000 Penalty: 3626.263916
	Iteration 74Q: 3 clusters Score -8969062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -8969081.000000 Penalty: 3626.263916
	Iteration 75Q: 3 clusters Score -8969081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -8969072.000000 Penalty: 3626.263916
	Iteration 76Q: 3 clusters Score -8969072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -8969072.000000 Penalty: 3626.263916
	Iteration 77Q: 3 clusters Score -8969072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -8969088.000000 Penalty: 3626.263916
	Iteration 78Q: 3 clusters Score -8969088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -8969092.000000 Penalty: 3626.263916
	Iteration 79Q: 3 clusters Score -8969092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -8969098.000000 Penalty: 3626.263916
	Iteration 80F: 3 clusters Score -8969098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -8969099.000000 Penalty: 3626.263916
	Iteration 81Q: 3 clusters Score -8969099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -8969100.000000 Penalty: 3626.263916
	Iteration 82Q: 3 clusters Score -8969100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -8969111.000000 Penalty: 3626.263916
	Iteration 83Q: 3 clusters Score -8969111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -8969118.000000 Penalty: 3626.263916
	Iteration 84Q: 3 clusters Score -8969118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -8969124.000000 Penalty: 3626.263916
	Iteration 85Q: 3 clusters Score -8969124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -8969116.000000 Penalty: 3626.263916
	Iteration 86Q: 3 clusters Score -8969116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -8969128.000000 Penalty: 3626.263916
	Iteration 87Q: 3 clusters Score -8969128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -8969119.000000 Penalty: 3626.263916
	Iteration 88Q: 3 clusters Score -8969119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -8969133.000000 Penalty: 3626.263916
	Iteration 89Q: 3 clusters Score -8969133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -8969126.000000 Penalty: 3626.263916
	Iteration 90Q: 3 clusters Score -8969126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -8969132.000000 Penalty: 3626.263916
	Iteration 91Q: 3 clusters Score -8969132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -8969130.000000 Penalty: 3626.263916
	Iteration 92Q: 3 clusters Score -8969130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -8969136.000000 Penalty: 3626.263916
	Iteration 93Q: 3 clusters Score -8969136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -8969137.000000 Penalty: 3626.263916
	Iteration 94Q: 3 clusters Score -8969137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 68664 members 
Entering Unmasked Estep 
Score: -8969133.000000 Penalty: 3626.263916
	Iteration 95Q: 3 clusters Score -8969133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -8969134.000000 Penalty: 3626.263916
	Iteration 96Q: 3 clusters Score -8969134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -8969137.000000 Penalty: 3626.263916
	Iteration 97Q: 3 clusters Score -8969137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -8969136.000000 Penalty: 3626.263916
	Iteration 98Q: 3 clusters Score -8969136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -8969136.000000 Penalty: 3626.263916
	Iteration 99Q: 3 clusters Score -8969136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -8969138.000000 Penalty: 3626.263916
	Iteration 100F: 3 clusters Score -8969138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -8969137.000000 Penalty: 3626.263916
	Iteration 101Q: 3 clusters Score -8969137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -8969138.000000 Penalty: 3626.263916
	Iteration 102Q: 3 clusters Score -8969138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -8969137.000000 Penalty: 3626.263916
	Iteration 103Q: 3 clusters Score -8969137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -8969145.000000 Penalty: 3626.263916
	Iteration 104Q: 3 clusters Score -8969145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -8969145.000000 Penalty: 3626.263916
	Iteration 105Q: 3 clusters Score -8969145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -8969136.000000 Penalty: 3626.263916
	Iteration 106Q: 3 clusters Score -8969136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -8969140.000000 Penalty: 3626.263916
	Iteration 107Q: 3 clusters Score -8969140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -8969133.000000 Penalty: 3626.263916
	Iteration 108Q: 3 clusters Score -8969133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -8969149.000000 Penalty: 3626.263916
	Iteration 109Q: 3 clusters Score -8969149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -8969149.000000 Penalty: 3626.263916
	Iteration 110Q: 3 clusters Score -8969149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -8969162.000000 Penalty: 3626.263916
	Iteration 111Q: 3 clusters Score -8969162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -8969157.000000 Penalty: 3626.263916
	Iteration 112Q: 3 clusters Score -8969157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -8969157.000000 Penalty: 3626.263916
	Iteration 113Q: 3 clusters Score -8969157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -8969155.000000 Penalty: 3626.263916
	Iteration 114Q: 3 clusters Score -8969155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -8969155.000000 Penalty: 3626.263916
	Iteration 115Q: 3 clusters Score -8969155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -8969161.000000 Penalty: 3626.263916
	Iteration 116Q: 3 clusters Score -8969161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -8969161.000000 Penalty: 3626.263916
	Iteration 117F: 3 clusters Score -8969161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Entering Unmasked Estep 
Score: -9984417.000000 Penalty: 1829.681885
	Iteration 0F: 2 clusters Score -9984417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -9933122.000000 Penalty: 3659.363770
	Iteration 0F: 3 clusters Score -9933122 nChanged 36968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -9954246.000000 Penalty: 3659.363770
	Iteration 1F: 3 clusters Score -9954246 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -9954917.000000 Penalty: 3659.363770
	Iteration 2Q: 3 clusters Score -9954917 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -9955625.000000 Penalty: 3659.363770
	Iteration 3Q: 3 clusters Score -9955625 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -9956688.000000 Penalty: 3659.363770
	Iteration 4Q: 3 clusters Score -9956688 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -9958622.000000 Penalty: 3659.363770
	Iteration 5Q: 3 clusters Score -9958622 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -9961706.000000 Penalty: 3659.363770
	Iteration 6F: 3 clusters Score -9961706 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -9966070.000000 Penalty: 3659.363770
	Iteration 7F: 3 clusters Score -9966070 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -9970815.000000 Penalty: 3659.363770
	Iteration 8F: 3 clusters Score -9970815 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -9974709.000000 Penalty: 3659.363770
	Iteration 9F: 3 clusters Score -9974709 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -9977271.000000 Penalty: 3659.363770
	Iteration 10Q: 3 clusters Score -9977271 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -9978773.000000 Penalty: 3659.363770
	Iteration 11Q: 3 clusters Score -9978773 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -9979709.000000 Penalty: 3659.363770
	Iteration 12Q: 3 clusters Score -9979709 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -9980415.000000 Penalty: 3659.363770
	Iteration 13Q: 3 clusters Score -9980415 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -9980906.000000 Penalty: 3659.363770
	Iteration 14Q: 3 clusters Score -9980906 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -9981200.000000 Penalty: 3659.363770
	Iteration 15Q: 3 clusters Score -9981200 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -9981432.000000 Penalty: 3659.363770
	Iteration 16Q: 3 clusters Score -9981432 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73885 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -9981639.000000 Penalty: 3659.363770
	Iteration 17Q: 3 clusters Score -9981639 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9981802.000000 Penalty: 3659.363770
	Iteration 18Q: 3 clusters Score -9981802 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -9981950.000000 Penalty: 3659.363770
	Iteration 19Q: 3 clusters Score -9981950 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -9982061.000000 Penalty: 3659.363770
	Iteration 20F: 3 clusters Score -9982061 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -9982157.000000 Penalty: 3659.363770
	Iteration 21Q: 3 clusters Score -9982157 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -9982245.000000 Penalty: 3659.363770
	Iteration 22Q: 3 clusters Score -9982245 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9982272.000000 Penalty: 3659.363770
	Iteration 23Q: 3 clusters Score -9982272 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9982330.000000 Penalty: 3659.363770
	Iteration 24Q: 3 clusters Score -9982330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -9982409.000000 Penalty: 3659.363770
	Iteration 25Q: 3 clusters Score -9982409 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75562 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9982421.000000 Penalty: 3659.363770
	Iteration 26Q: 3 clusters Score -9982421 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9982456.000000 Penalty: 3659.363770
	Iteration 27Q: 3 clusters Score -9982456 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9982513.000000 Penalty: 3659.363770
	Iteration 28Q: 3 clusters Score -9982513 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9982559.000000 Penalty: 3659.363770
	Iteration 29Q: 3 clusters Score -9982559 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9982595.000000 Penalty: 3659.363770
	Iteration 30Q: 3 clusters Score -9982595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9982617.000000 Penalty: 3659.363770
	Iteration 31Q: 3 clusters Score -9982617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9982643.000000 Penalty: 3659.363770
	Iteration 32Q: 3 clusters Score -9982643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9982657.000000 Penalty: 3659.363770
	Iteration 33Q: 3 clusters Score -9982657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9982688.000000 Penalty: 3659.363770
	Iteration 34Q: 3 clusters Score -9982688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9982688.000000 Penalty: 3659.363770
	Iteration 35Q: 3 clusters Score -9982688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9982689.000000 Penalty: 3659.363770
	Iteration 36Q: 3 clusters Score -9982689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9982677.000000 Penalty: 3659.363770
	Iteration 37Q: 3 clusters Score -9982677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9982674.000000 Penalty: 3659.363770
	Iteration 38Q: 3 clusters Score -9982674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9982686.000000 Penalty: 3659.363770
	Iteration 39Q: 3 clusters Score -9982686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9982700.000000 Penalty: 3659.363770
	Iteration 40F: 3 clusters Score -9982700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9982711.000000 Penalty: 3659.363770
	Iteration 41Q: 3 clusters Score -9982711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9982705.000000 Penalty: 3659.363770
	Iteration 42Q: 3 clusters Score -9982705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9982722.000000 Penalty: 3659.363770
	Iteration 43Q: 3 clusters Score -9982722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9982734.000000 Penalty: 3659.363770
	Iteration 44Q: 3 clusters Score -9982734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9982729.000000 Penalty: 3659.363770
	Iteration 45Q: 3 clusters Score -9982729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9982730.000000 Penalty: 3659.363770
	Iteration 46Q: 3 clusters Score -9982730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9982740.000000 Penalty: 3659.363770
	Iteration 47Q: 3 clusters Score -9982740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9982737.000000 Penalty: 3659.363770
	Iteration 48Q: 3 clusters Score -9982737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9982736.000000 Penalty: 3659.363770
	Iteration 49Q: 3 clusters Score -9982736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9982744.000000 Penalty: 3659.363770
	Iteration 50Q: 3 clusters Score -9982744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9982744.000000 Penalty: 3659.363770
	Iteration 51Q: 3 clusters Score -9982744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9982738.000000 Penalty: 3659.363770
	Iteration 52Q: 3 clusters Score -9982738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9982738.000000 Penalty: 3659.363770
	Iteration 53Q: 3 clusters Score -9982738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9982732.000000 Penalty: 3659.363770
	Iteration 54Q: 3 clusters Score -9982732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9982740.000000 Penalty: 3659.363770
	Iteration 55Q: 3 clusters Score -9982740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9982741.000000 Penalty: 3659.363770
	Iteration 56Q: 3 clusters Score -9982741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9982741.000000 Penalty: 3659.363770
	Iteration 57F: 3 clusters Score -9982741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -255584.265625 Penalty: 1226.725952
	Iteration 0F: 2 clusters Score -255584.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -253526.421875 Penalty: 2453.451904
	Iteration 0F: 3 clusters Score -253526.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -253888.921875 Penalty: 2453.451904
	Iteration 1F: 3 clusters Score -253888.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -253997.531250 Penalty: 2453.451904
	Iteration 2F: 3 clusters Score -253997.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -254060.546875 Penalty: 2453.451904
	Iteration 3Q: 3 clusters Score -254060.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -254101.593750 Penalty: 2453.451904
	Iteration 4Q: 3 clusters Score -254101.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -254126.984375 Penalty: 2453.451904
	Iteration 5Q: 3 clusters Score -254127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -254146.421875 Penalty: 2453.451904
	Iteration 6Q: 3 clusters Score -254146.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -254159.171875 Penalty: 2453.451904
	Iteration 7Q: 3 clusters Score -254159.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -254165.843750 Penalty: 2453.451904
	Iteration 8Q: 3 clusters Score -254165.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -254171.593750 Penalty: 2453.451904
	Iteration 9Q: 3 clusters Score -254171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -254175.062500 Penalty: 2453.451904
	Iteration 10Q: 3 clusters Score -254175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -254177.281250 Penalty: 2453.451904
	Iteration 11Q: 3 clusters Score -254177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -254178.062500 Penalty: 2453.451904
	Iteration 12Q: 3 clusters Score -254178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -254181.281250 Penalty: 2453.451904
	Iteration 13Q: 3 clusters Score -254181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -254183.218750 Penalty: 2453.451904
	Iteration 14Q: 3 clusters Score -254183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -254185.187500 Penalty: 2453.451904
	Iteration 15Q: 3 clusters Score -254185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -254186.031250 Penalty: 2453.451904
	Iteration 16Q: 3 clusters Score -254186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -254186.656250 Penalty: 2453.451904
	Iteration 17Q: 3 clusters Score -254186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -254187.625000 Penalty: 2453.451904
	Iteration 18Q: 3 clusters Score -254187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -254187.625000 Penalty: 2453.451904
	Iteration 19F: 3 clusters Score -254187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (108042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108042 members 
Entering Unmasked Estep 
Score: -13976087.000000 Penalty: 1883.419800
	Iteration 0F: 2 clusters Score -1.397609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -13911876.000000 Penalty: 3766.839600
	Iteration 0F: 3 clusters Score -1.391188e+07 nChanged 51684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -13942073.000000 Penalty: 3766.839600
	Iteration 1F: 3 clusters Score -1.394207e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -13942805.000000 Penalty: 3766.839600
	Iteration 2Q: 3 clusters Score -1.39428e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -13944109.000000 Penalty: 3766.839600
	Iteration 3Q: 3 clusters Score -1.394411e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -13946086.000000 Penalty: 3766.839600
	Iteration 4Q: 3 clusters Score -1.394609e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -13949131.000000 Penalty: 3766.839600
	Iteration 5F: 3 clusters Score -1.394913e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -13953474.000000 Penalty: 3766.839600
	Iteration 6F: 3 clusters Score -1.395347e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -13958216.000000 Penalty: 3766.839600
	Iteration 7F: 3 clusters Score -1.395822e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -13961518.000000 Penalty: 3766.839600
	Iteration 8F: 3 clusters Score -1.396152e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -13963335.000000 Penalty: 3766.839600
	Iteration 9Q: 3 clusters Score -1.396334e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -13964095.000000 Penalty: 3766.839600
	Iteration 10Q: 3 clusters Score -1.39641e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -13964494.000000 Penalty: 3766.839600
	Iteration 11Q: 3 clusters Score -1.396449e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -13964764.000000 Penalty: 3766.839600
	Iteration 12Q: 3 clusters Score -1.396476e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -13964919.000000 Penalty: 3766.839600
	Iteration 13Q: 3 clusters Score -1.396492e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -13965083.000000 Penalty: 3766.839600
	Iteration 14Q: 3 clusters Score -1.396508e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -13965253.000000 Penalty: 3766.839600
	Iteration 15Q: 3 clusters Score -1.396525e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -13965417.000000 Penalty: 3766.839600
	Iteration 16Q: 3 clusters Score -1.396542e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -13965572.000000 Penalty: 3766.839600
	Iteration 17Q: 3 clusters Score -1.396557e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -13965766.000000 Penalty: 3766.839600
	Iteration 18Q: 3 clusters Score -1.396577e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -13965855.000000 Penalty: 3766.839600
	Iteration 19Q: 3 clusters Score -1.396586e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -13966012.000000 Penalty: 3766.839600
	Iteration 20F: 3 clusters Score -1.396601e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -13966197.000000 Penalty: 3766.839600
	Iteration 21Q: 3 clusters Score -1.39662e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -13966339.000000 Penalty: 3766.839600
	Iteration 22Q: 3 clusters Score -1.396634e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 91035 members 
Entering Unmasked Estep 
Score: -13966392.000000 Penalty: 3766.839600
	Iteration 23Q: 3 clusters Score -1.396639e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -13966511.000000 Penalty: 3766.839600
	Iteration 24Q: 3 clusters Score -1.396651e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -13966704.000000 Penalty: 3766.839600
	Iteration 25Q: 3 clusters Score -1.39667e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 92882 members 
Entering Unmasked Estep 
Score: -13966875.000000 Penalty: 3766.839600
	Iteration 26Q: 3 clusters Score -1.396688e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -13967099.000000 Penalty: 3766.839600
	Iteration 27Q: 3 clusters Score -1.39671e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -13967298.000000 Penalty: 3766.839600
	Iteration 28Q: 3 clusters Score -1.39673e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -13967533.000000 Penalty: 3766.839600
	Iteration 29Q: 3 clusters Score -1.396753e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -13967794.000000 Penalty: 3766.839600
	Iteration 30Q: 3 clusters Score -1.396779e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -13968018.000000 Penalty: 3766.839600
	Iteration 31Q: 3 clusters Score -1.396802e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -13968316.000000 Penalty: 3766.839600
	Iteration 32Q: 3 clusters Score -1.396832e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -13968660.000000 Penalty: 3766.839600
	Iteration 33Q: 3 clusters Score -1.396866e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -13969061.000000 Penalty: 3766.839600
	Iteration 34Q: 3 clusters Score -1.396906e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -13969421.000000 Penalty: 3766.839600
	Iteration 35Q: 3 clusters Score -1.396942e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -13970013.000000 Penalty: 3766.839600
	Iteration 36Q: 3 clusters Score -1.397001e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -13970593.000000 Penalty: 3766.839600
	Iteration 37Q: 3 clusters Score -1.397059e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -13971199.000000 Penalty: 3766.839600
	Iteration 38Q: 3 clusters Score -1.39712e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -13971826.000000 Penalty: 3766.839600
	Iteration 39Q: 3 clusters Score -1.397183e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -13972403.000000 Penalty: 3766.839600
	Iteration 40F: 3 clusters Score -1.39724e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -13972898.000000 Penalty: 3766.839600
	Iteration 41Q: 3 clusters Score -1.39729e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 104840 members 
Entering Unmasked Estep 
Score: -13973365.000000 Penalty: 3766.839600
	Iteration 42Q: 3 clusters Score -1.397336e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -13973596.000000 Penalty: 3766.839600
	Iteration 43Q: 3 clusters Score -1.39736e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -13973844.000000 Penalty: 3766.839600
	Iteration 44Q: 3 clusters Score -1.397384e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 106227 members 
Entering Unmasked Estep 
Score: -13974013.000000 Penalty: 3766.839600
	Iteration 45Q: 3 clusters Score -1.397401e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -13974161.000000 Penalty: 3766.839600
	Iteration 46Q: 3 clusters Score -1.397416e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -13974279.000000 Penalty: 3766.839600
	Iteration 47Q: 3 clusters Score -1.397428e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -13974370.000000 Penalty: 3766.839600
	Iteration 48Q: 3 clusters Score -1.397437e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 106992 members 
Entering Unmasked Estep 
Score: -13974400.000000 Penalty: 3766.839600
	Iteration 49Q: 3 clusters Score -1.39744e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -13974423.000000 Penalty: 3766.839600
	Iteration 50Q: 3 clusters Score -1.397442e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -13974440.000000 Penalty: 3766.839600
	Iteration 51Q: 3 clusters Score -1.397444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -13974465.000000 Penalty: 3766.839600
	Iteration 52Q: 3 clusters Score -1.397446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -13974482.000000 Penalty: 3766.839600
	Iteration 53Q: 3 clusters Score -1.397448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -13974489.000000 Penalty: 3766.839600
	Iteration 54Q: 3 clusters Score -1.397449e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 107307 members 
Entering Unmasked Estep 
Score: -13974514.000000 Penalty: 3766.839600
	Iteration 55Q: 3 clusters Score -1.397451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 107332 members 
Entering Unmasked Estep 
Score: -13974522.000000 Penalty: 3766.839600
	Iteration 56Q: 3 clusters Score -1.397452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 107355 members 
Entering Unmasked Estep 
Score: -13974537.000000 Penalty: 3766.839600
	Iteration 57Q: 3 clusters Score -1.397454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -13974559.000000 Penalty: 3766.839600
	Iteration 58Q: 3 clusters Score -1.397456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -13974566.000000 Penalty: 3766.839600
	Iteration 59Q: 3 clusters Score -1.397457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -13974566.000000 Penalty: 3766.839600
	Iteration 60F: 3 clusters Score -1.397457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -13974561.000000 Penalty: 3766.839600
	Iteration 61Q: 3 clusters Score -1.397456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -13974561.000000 Penalty: 3766.839600
	Iteration 62Q: 3 clusters Score -1.397456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -13974556.000000 Penalty: 3766.839600
	Iteration 63Q: 3 clusters Score -1.397456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 107430 members 
Entering Unmasked Estep 
Score: -13974567.000000 Penalty: 3766.839600
	Iteration 64Q: 3 clusters Score -1.397457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -13974566.000000 Penalty: 3766.839600
	Iteration 65Q: 3 clusters Score -1.397457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -13974566.000000 Penalty: 3766.839600
	Iteration 66Q: 3 clusters Score -1.397457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 107445 members 
Entering Unmasked Estep 
Score: -13974564.000000 Penalty: 3766.839600
	Iteration 67Q: 3 clusters Score -1.397456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 107445 members 
Entering Unmasked Estep 
Score: -13974564.000000 Penalty: 3766.839600
	Iteration 68F: 3 clusters Score -1.397456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Entering Unmasked Estep 
Score: -1821544.750000 Penalty: 1550.554199
	Iteration 0F: 2 clusters Score -1821545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1811792.500000 Penalty: 3101.108398
	Iteration 0F: 3 clusters Score -1811792 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1814987.000000 Penalty: 3101.108398
	Iteration 1F: 3 clusters Score -1814987 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1815195.500000 Penalty: 3101.108398
	Iteration 2Q: 3 clusters Score -1815196 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1815363.375000 Penalty: 3101.108398
	Iteration 3Q: 3 clusters Score -1815363 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1815495.000000 Penalty: 3101.108398
	Iteration 4Q: 3 clusters Score -1815495 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1815612.500000 Penalty: 3101.108398
	Iteration 5Q: 3 clusters Score -1815612 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1815726.250000 Penalty: 3101.108398
	Iteration 6Q: 3 clusters Score -1815726 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1815840.875000 Penalty: 3101.108398
	Iteration 7Q: 3 clusters Score -1815841 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1815978.125000 Penalty: 3101.108398
	Iteration 8Q: 3 clusters Score -1815978 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1816162.250000 Penalty: 3101.108398
	Iteration 9Q: 3 clusters Score -1816162 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1816413.250000 Penalty: 3101.108398
	Iteration 10Q: 3 clusters Score -1816413 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1816781.875000 Penalty: 3101.108398
	Iteration 11Q: 3 clusters Score -1816782 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1817320.875000 Penalty: 3101.108398
	Iteration 12F: 3 clusters Score -1817321 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1818020.000000 Penalty: 3101.108398
	Iteration 13F: 3 clusters Score -1818020 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1818764.875000 Penalty: 3101.108398
	Iteration 14F: 3 clusters Score -1818765 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1819335.375000 Penalty: 3101.108398
	Iteration 15Q: 3 clusters Score -1819335 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1819713.750000 Penalty: 3101.108398
	Iteration 16Q: 3 clusters Score -1819714 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1819930.625000 Penalty: 3101.108398
	Iteration 17Q: 3 clusters Score -1819931 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1820042.875000 Penalty: 3101.108398
	Iteration 18Q: 3 clusters Score -1820043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1820101.250000 Penalty: 3101.108398
	Iteration 19Q: 3 clusters Score -1820101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1820130.250000 Penalty: 3101.108398
	Iteration 20F: 3 clusters Score -1820130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1820148.875000 Penalty: 3101.108398
	Iteration 21Q: 3 clusters Score -1820149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1820156.500000 Penalty: 3101.108398
	Iteration 22Q: 3 clusters Score -1820156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1820161.625000 Penalty: 3101.108398
	Iteration 23Q: 3 clusters Score -1820162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1820169.000000 Penalty: 3101.108398
	Iteration 24Q: 3 clusters Score -1820169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1820172.625000 Penalty: 3101.108398
	Iteration 25Q: 3 clusters Score -1820173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1820177.500000 Penalty: 3101.108398
	Iteration 26Q: 3 clusters Score -1820178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1820189.000000 Penalty: 3101.108398
	Iteration 27Q: 3 clusters Score -1820189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1820192.000000 Penalty: 3101.108398
	Iteration 28Q: 3 clusters Score -1820192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1820195.625000 Penalty: 3101.108398
	Iteration 29Q: 3 clusters Score -1820196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1820197.000000 Penalty: 3101.108398
	Iteration 30Q: 3 clusters Score -1820197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1820197.000000 Penalty: 3101.108398
	Iteration 31F: 3 clusters Score -1820197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -68582.000000 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -68582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67532.968750 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -67532.97 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68238.375000 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -68238.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68581.734375 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -68581.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68815.539062 Penalty: 2148.913330
	Iteration 3F: 3 clusters Score -68815.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69090.296875 Penalty: 2148.913330
	Iteration 4F: 3 clusters Score -69090.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69279.359375 Penalty: 2148.913330
	Iteration 5Q: 3 clusters Score -69279.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69456.484375 Penalty: 2148.913330
	Iteration 6Q: 3 clusters Score -69456.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69555.492188 Penalty: 2148.913330
	Iteration 7Q: 3 clusters Score -69555.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69597.421875 Penalty: 2148.913330
	Iteration 8Q: 3 clusters Score -69597.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69608.804688 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -69608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69614.546875 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -69614.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69621.117188 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -69621.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69627.187500 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -69627.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69637.445312 Penalty: 2148.913330
	Iteration 13F: 3 clusters Score -69637.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69655.757812 Penalty: 2148.913330
	Iteration 14Q: 3 clusters Score -69655.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69661.929688 Penalty: 2148.913330
	Iteration 15Q: 3 clusters Score -69661.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69664.828125 Penalty: 2148.913330
	Iteration 16Q: 3 clusters Score -69664.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69667.429688 Penalty: 2148.913330
	Iteration 17Q: 3 clusters Score -69667.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69669.843750 Penalty: 2148.913330
	Iteration 18Q: 3 clusters Score -69669.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69671.500000 Penalty: 2148.913330
	Iteration 19Q: 3 clusters Score -69671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69671.500000 Penalty: 2148.913330
	Iteration 20F: 3 clusters Score -69671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 116707 members 
Mstep: Class 3 contains 70104 members 
Mstep: Class 4 contains 77620 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 108042 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 25720 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 56832 members 
Mstep: Class 17 contains 101927 members 
Mstep: Class 19 contains 4186 members 
Entering Unmasked Estep 
Score: -72766488.000000 Penalty: 30187.927734
Splitting cluster 9 changes total score from -72766328.000000 to -72766488.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (25720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Entering Unmasked Estep 
Score: -3203193.250000 Penalty: 1650.191528
	Iteration 0F: 2 clusters Score -3203193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3185748.500000 Penalty: 3300.383057
	Iteration 0F: 3 clusters Score -3185748 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3192334.500000 Penalty: 3300.383057
	Iteration 1F: 3 clusters Score -3192334 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3193097.500000 Penalty: 3300.383057
	Iteration 2F: 3 clusters Score -3193098 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3194228.750000 Penalty: 3300.383057
	Iteration 3F: 3 clusters Score -3194229 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3195649.750000 Penalty: 3300.383057
	Iteration 4F: 3 clusters Score -3195650 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3197053.500000 Penalty: 3300.383057
	Iteration 5F: 3 clusters Score -3197054 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3198600.000000 Penalty: 3300.383057
	Iteration 6F: 3 clusters Score -3198600 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3200233.250000 Penalty: 3300.383057
	Iteration 7F: 3 clusters Score -3200233 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3201763.250000 Penalty: 3300.383057
	Iteration 8F: 3 clusters Score -3201763 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3202837.750000 Penalty: 3300.383057
	Iteration 9F: 3 clusters Score -3202838 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3203575.250000 Penalty: 3300.383057
	Iteration 10Q: 3 clusters Score -3203575 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3204245.500000 Penalty: 3300.383057
	Iteration 11Q: 3 clusters Score -3204246 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3204642.000000 Penalty: 3300.383057
	Iteration 12Q: 3 clusters Score -3204642 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3204826.750000 Penalty: 3300.383057
	Iteration 13Q: 3 clusters Score -3204827 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3204930.750000 Penalty: 3300.383057
	Iteration 14Q: 3 clusters Score -3204931 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3204982.750000 Penalty: 3300.383057
	Iteration 15Q: 3 clusters Score -3204983 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3205031.750000 Penalty: 3300.383057
	Iteration 16Q: 3 clusters Score -3205032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3205073.750000 Penalty: 3300.383057
	Iteration 17Q: 3 clusters Score -3205074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3205093.000000 Penalty: 3300.383057
	Iteration 18Q: 3 clusters Score -3205093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3205099.750000 Penalty: 3300.383057
	Iteration 19Q: 3 clusters Score -3205100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3205108.500000 Penalty: 3300.383057
	Iteration 20F: 3 clusters Score -3205108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3205113.750000 Penalty: 3300.383057
	Iteration 21Q: 3 clusters Score -3205114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3205122.750000 Penalty: 3300.383057
	Iteration 22Q: 3 clusters Score -3205123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3205130.250000 Penalty: 3300.383057
	Iteration 23Q: 3 clusters Score -3205130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3205135.500000 Penalty: 3300.383057
	Iteration 24Q: 3 clusters Score -3205136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3205130.250000 Penalty: 3300.383057
	Iteration 25Q: 3 clusters Score -3205130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3205130.250000 Penalty: 3300.383057
	Iteration 26Q: 3 clusters Score -3205130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3205135.500000 Penalty: 3300.383057
	Iteration 27Q: 3 clusters Score -3205136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3205137.000000 Penalty: 3300.383057
	Iteration 28Q: 3 clusters Score -3205137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3205133.250000 Penalty: 3300.383057
	Iteration 29Q: 3 clusters Score -3205133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3205139.250000 Penalty: 3300.383057
	Iteration 30Q: 3 clusters Score -3205139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3205137.000000 Penalty: 3300.383057
	Iteration 31Q: 3 clusters Score -3205137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3205145.000000 Penalty: 3300.383057
	Iteration 32Q: 3 clusters Score -3205145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3205139.000000 Penalty: 3300.383057
	Iteration 33Q: 3 clusters Score -3205139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3205141.250000 Penalty: 3300.383057
	Iteration 34Q: 3 clusters Score -3205141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3205137.250000 Penalty: 3300.383057
	Iteration 35Q: 3 clusters Score -3205137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3205138.750000 Penalty: 3300.383057
	Iteration 36Q: 3 clusters Score -3205139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3205137.000000 Penalty: 3300.383057
	Iteration 37Q: 3 clusters Score -3205137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3205136.750000 Penalty: 3300.383057
	Iteration 38Q: 3 clusters Score -3205137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3205141.500000 Penalty: 3300.383057
	Iteration 39Q: 3 clusters Score -3205142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3205143.750000 Penalty: 3300.383057
	Iteration 40F: 3 clusters Score -3205144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3205143.250000 Penalty: 3300.383057
	Iteration 41Q: 3 clusters Score -3205143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3205143.250000 Penalty: 3300.383057
	Iteration 42F: 3 clusters Score -3205143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 116707 members 
Mstep: Class 3 contains 70104 members 
Mstep: Class 4 contains 77620 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 108042 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 23699 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 14 contains 56832 members 
Mstep: Class 17 contains 101927 members 
Mstep: Class 19 contains 4186 members 
Entering Unmasked Estep 
Score: -72767960.000000 Penalty: 32344.208984
Splitting cluster 10 changes total score from -72766328.000000 to -72767960.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 12 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -25326.337891 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -25326.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24640.666016 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -24640.67 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -25568.042969 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -25568.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -25753.265625 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -25753.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -25852.167969 Penalty: 2016.481323
	Iteration 3Q: 3 clusters Score -25852.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25891.742188 Penalty: 2016.481323
	Iteration 4Q: 3 clusters Score -25891.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -26002.982422 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -26002.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -26095.695312 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -26095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26148.257812 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -26148.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26209.765625 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -26209.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26232.152344 Penalty: 2016.481323
	Iteration 9Q: 3 clusters Score -26232.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26250.109375 Penalty: 2016.481323
	Iteration 10Q: 3 clusters Score -26250.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26260.525391 Penalty: 2016.481323
	Iteration 11Q: 3 clusters Score -26260.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26274.076172 Penalty: 2016.481323
	Iteration 12Q: 3 clusters Score -26274.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26291.175781 Penalty: 2016.481323
	Iteration 13F: 3 clusters Score -26291.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26310.761719 Penalty: 2016.481323
	Iteration 14Q: 3 clusters Score -26310.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26313.923828 Penalty: 2016.481323
	Iteration 15Q: 3 clusters Score -26313.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26316.207031 Penalty: 2016.481323
	Iteration 16Q: 3 clusters Score -26316.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26316.207031 Penalty: 2016.481323
	Iteration 17F: 3 clusters Score -26316.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 116707 members 
Mstep: Class 3 contains 70104 members 
Mstep: Class 4 contains 77620 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 108042 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 23699 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 177 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 56832 members 
Mstep: Class 17 contains 101927 members 
Mstep: Class 19 contains 4186 members 
Entering Unmasked Estep 
Score: -72767816.000000 Penalty: 34500.488281
Splitting cluster 12 changes total score from -72766328.000000 to -72767816.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 14 (56832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Entering Unmasked Estep 
Score: -7207628.500000 Penalty: 1779.026489
	Iteration 0F: 2 clusters Score -7207628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -7169605.500000 Penalty: 3558.052979
	Iteration 0F: 3 clusters Score -7169606 nChanged 26723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -7185548.500000 Penalty: 3558.052979
	Iteration 1F: 3 clusters Score -7185548 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -7186396.000000 Penalty: 3558.052979
	Iteration 2Q: 3 clusters Score -7186396 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -7187599.000000 Penalty: 3558.052979
	Iteration 3Q: 3 clusters Score -7187599 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -7189373.500000 Penalty: 3558.052979
	Iteration 4F: 3 clusters Score -7189374 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -7191676.000000 Penalty: 3558.052979
	Iteration 5F: 3 clusters Score -7191676 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -7194453.000000 Penalty: 3558.052979
	Iteration 6F: 3 clusters Score -7194453 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -7197109.500000 Penalty: 3558.052979
	Iteration 7F: 3 clusters Score -7197110 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -7198914.000000 Penalty: 3558.052979
	Iteration 8F: 3 clusters Score -7198914 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -7199852.000000 Penalty: 3558.052979
	Iteration 9Q: 3 clusters Score -7199852 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -7200341.000000 Penalty: 3558.052979
	Iteration 10Q: 3 clusters Score -7200341 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -7200570.500000 Penalty: 3558.052979
	Iteration 11Q: 3 clusters Score -7200570 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -7200822.500000 Penalty: 3558.052979
	Iteration 12Q: 3 clusters Score -7200822 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -7201046.000000 Penalty: 3558.052979
	Iteration 13Q: 3 clusters Score -7201046 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -7201286.500000 Penalty: 3558.052979
	Iteration 14Q: 3 clusters Score -7201286 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -7201468.000000 Penalty: 3558.052979
	Iteration 15Q: 3 clusters Score -7201468 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -7201633.500000 Penalty: 3558.052979
	Iteration 16Q: 3 clusters Score -7201634 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -7201752.000000 Penalty: 3558.052979
	Iteration 17Q: 3 clusters Score -7201752 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -7201910.500000 Penalty: 3558.052979
	Iteration 18Q: 3 clusters Score -7201910 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -7202049.000000 Penalty: 3558.052979
	Iteration 19Q: 3 clusters Score -7202049 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7202162.000000 Penalty: 3558.052979
	Iteration 20F: 3 clusters Score -7202162 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -7202261.000000 Penalty: 3558.052979
	Iteration 21Q: 3 clusters Score -7202261 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -7202390.500000 Penalty: 3558.052979
	Iteration 22Q: 3 clusters Score -7202390 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -7202540.500000 Penalty: 3558.052979
	Iteration 23Q: 3 clusters Score -7202540 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -7202678.000000 Penalty: 3558.052979
	Iteration 24Q: 3 clusters Score -7202678 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -7202794.500000 Penalty: 3558.052979
	Iteration 25Q: 3 clusters Score -7202794 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -7202959.500000 Penalty: 3558.052979
	Iteration 26Q: 3 clusters Score -7202960 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -7203131.500000 Penalty: 3558.052979
	Iteration 27Q: 3 clusters Score -7203132 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -7203334.000000 Penalty: 3558.052979
	Iteration 28Q: 3 clusters Score -7203334 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -7203531.000000 Penalty: 3558.052979
	Iteration 29Q: 3 clusters Score -7203531 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -7203720.000000 Penalty: 3558.052979
	Iteration 30Q: 3 clusters Score -7203720 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -7203871.000000 Penalty: 3558.052979
	Iteration 31Q: 3 clusters Score -7203871 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -7204050.500000 Penalty: 3558.052979
	Iteration 32Q: 3 clusters Score -7204050 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -7204203.000000 Penalty: 3558.052979
	Iteration 33Q: 3 clusters Score -7204203 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -7204317.500000 Penalty: 3558.052979
	Iteration 34Q: 3 clusters Score -7204318 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -7204477.000000 Penalty: 3558.052979
	Iteration 35Q: 3 clusters Score -7204477 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -7204583.500000 Penalty: 3558.052979
	Iteration 36Q: 3 clusters Score -7204584 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -7204703.500000 Penalty: 3558.052979
	Iteration 37Q: 3 clusters Score -7204704 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -7204779.000000 Penalty: 3558.052979
	Iteration 38Q: 3 clusters Score -7204779 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -7204852.500000 Penalty: 3558.052979
	Iteration 39Q: 3 clusters Score -7204852 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -7204909.000000 Penalty: 3558.052979
	Iteration 40F: 3 clusters Score -7204909 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -7204977.000000 Penalty: 3558.052979
	Iteration 41Q: 3 clusters Score -7204977 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -7205071.000000 Penalty: 3558.052979
	Iteration 42Q: 3 clusters Score -7205071 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -7205147.000000 Penalty: 3558.052979
	Iteration 43Q: 3 clusters Score -7205147 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -7205202.500000 Penalty: 3558.052979
	Iteration 44Q: 3 clusters Score -7205202 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -7205267.500000 Penalty: 3558.052979
	Iteration 45Q: 3 clusters Score -7205268 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -7205326.000000 Penalty: 3558.052979
	Iteration 46Q: 3 clusters Score -7205326 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -7205375.500000 Penalty: 3558.052979
	Iteration 47Q: 3 clusters Score -7205376 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -7205419.500000 Penalty: 3558.052979
	Iteration 48Q: 3 clusters Score -7205420 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -7205435.500000 Penalty: 3558.052979
	Iteration 49Q: 3 clusters Score -7205436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -7205449.000000 Penalty: 3558.052979
	Iteration 50Q: 3 clusters Score -7205449 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -7205473.500000 Penalty: 3558.052979
	Iteration 51Q: 3 clusters Score -7205474 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -7205524.000000 Penalty: 3558.052979
	Iteration 52Q: 3 clusters Score -7205524 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -7205529.000000 Penalty: 3558.052979
	Iteration 53Q: 3 clusters Score -7205529 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -7205557.000000 Penalty: 3558.052979
	Iteration 54Q: 3 clusters Score -7205557 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -7205583.000000 Penalty: 3558.052979
	Iteration 55Q: 3 clusters Score -7205583 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -7205602.500000 Penalty: 3558.052979
	Iteration 56Q: 3 clusters Score -7205602 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -7205638.500000 Penalty: 3558.052979
	Iteration 57Q: 3 clusters Score -7205638 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -7205672.000000 Penalty: 3558.052979
	Iteration 58Q: 3 clusters Score -7205672 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -7205680.000000 Penalty: 3558.052979
	Iteration 59Q: 3 clusters Score -7205680 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -7205707.000000 Penalty: 3558.052979
	Iteration 60F: 3 clusters Score -7205707 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -7205726.000000 Penalty: 3558.052979
	Iteration 61Q: 3 clusters Score -7205726 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -7205759.000000 Penalty: 3558.052979
	Iteration 62Q: 3 clusters Score -7205759 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -7205799.500000 Penalty: 3558.052979
	Iteration 63Q: 3 clusters Score -7205800 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -7205807.500000 Penalty: 3558.052979
	Iteration 64Q: 3 clusters Score -7205808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -7205817.000000 Penalty: 3558.052979
	Iteration 65Q: 3 clusters Score -7205817 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -7205830.500000 Penalty: 3558.052979
	Iteration 66Q: 3 clusters Score -7205830 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -7205850.000000 Penalty: 3558.052979
	Iteration 67Q: 3 clusters Score -7205850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7205882.000000 Penalty: 3558.052979
	Iteration 68Q: 3 clusters Score -7205882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7205885.000000 Penalty: 3558.052979
	Iteration 69Q: 3 clusters Score -7205885 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -7205922.000000 Penalty: 3558.052979
	Iteration 70Q: 3 clusters Score -7205922 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -7205931.500000 Penalty: 3558.052979
	Iteration 71Q: 3 clusters Score -7205932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7205946.000000 Penalty: 3558.052979
	Iteration 72Q: 3 clusters Score -7205946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -7205965.500000 Penalty: 3558.052979
	Iteration 73Q: 3 clusters Score -7205966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -7205983.000000 Penalty: 3558.052979
	Iteration 74Q: 3 clusters Score -7205983 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7205979.000000 Penalty: 3558.052979
	Iteration 75Q: 3 clusters Score -7205979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7205984.000000 Penalty: 3558.052979
	Iteration 76Q: 3 clusters Score -7205984 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -7205982.000000 Penalty: 3558.052979
	Iteration 77Q: 3 clusters Score -7205982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -7206000.500000 Penalty: 3558.052979
	Iteration 78Q: 3 clusters Score -7206000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7206022.500000 Penalty: 3558.052979
	Iteration 79Q: 3 clusters Score -7206022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -7206031.500000 Penalty: 3558.052979
	Iteration 80F: 3 clusters Score -7206032 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -7206053.000000 Penalty: 3558.052979
	Iteration 81Q: 3 clusters Score -7206053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7206051.000000 Penalty: 3558.052979
	Iteration 82Q: 3 clusters Score -7206051 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -7206083.000000 Penalty: 3558.052979
	Iteration 83Q: 3 clusters Score -7206083 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7206110.500000 Penalty: 3558.052979
	Iteration 84Q: 3 clusters Score -7206110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7206131.500000 Penalty: 3558.052979
	Iteration 85Q: 3 clusters Score -7206132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7206152.000000 Penalty: 3558.052979
	Iteration 86Q: 3 clusters Score -7206152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7206168.000000 Penalty: 3558.052979
	Iteration 87Q: 3 clusters Score -7206168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7206193.500000 Penalty: 3558.052979
	Iteration 88Q: 3 clusters Score -7206194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7206201.000000 Penalty: 3558.052979
	Iteration 89Q: 3 clusters Score -7206201 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7206230.500000 Penalty: 3558.052979
	Iteration 90Q: 3 clusters Score -7206230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7206241.500000 Penalty: 3558.052979
	Iteration 91Q: 3 clusters Score -7206242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7206261.500000 Penalty: 3558.052979
	Iteration 92Q: 3 clusters Score -7206262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7206287.000000 Penalty: 3558.052979
	Iteration 93Q: 3 clusters Score -7206287 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7206314.500000 Penalty: 3558.052979
	Iteration 94Q: 3 clusters Score -7206314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7206326.000000 Penalty: 3558.052979
	Iteration 95Q: 3 clusters Score -7206326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7206333.000000 Penalty: 3558.052979
	Iteration 96Q: 3 clusters Score -7206333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7206340.500000 Penalty: 3558.052979
	Iteration 97Q: 3 clusters Score -7206340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7206351.000000 Penalty: 3558.052979
	Iteration 98Q: 3 clusters Score -7206351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7206371.500000 Penalty: 3558.052979
	Iteration 99Q: 3 clusters Score -7206372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7206381.000000 Penalty: 3558.052979
	Iteration 100F: 3 clusters Score -7206381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7206384.000000 Penalty: 3558.052979
	Iteration 101Q: 3 clusters Score -7206384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7206384.500000 Penalty: 3558.052979
	Iteration 102Q: 3 clusters Score -7206384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7206387.500000 Penalty: 3558.052979
	Iteration 103Q: 3 clusters Score -7206388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7206384.000000 Penalty: 3558.052979
	Iteration 104Q: 3 clusters Score -7206384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7206386.000000 Penalty: 3558.052979
	Iteration 105Q: 3 clusters Score -7206386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7206395.000000 Penalty: 3558.052979
	Iteration 106Q: 3 clusters Score -7206395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7206390.500000 Penalty: 3558.052979
	Iteration 107Q: 3 clusters Score -7206390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7206400.000000 Penalty: 3558.052979
	Iteration 108Q: 3 clusters Score -7206400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7206421.000000 Penalty: 3558.052979
	Iteration 109Q: 3 clusters Score -7206421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7206416.500000 Penalty: 3558.052979
	Iteration 110Q: 3 clusters Score -7206416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7206413.000000 Penalty: 3558.052979
	Iteration 111Q: 3 clusters Score -7206413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7206414.000000 Penalty: 3558.052979
	Iteration 112Q: 3 clusters Score -7206414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7206422.500000 Penalty: 3558.052979
	Iteration 113Q: 3 clusters Score -7206422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7206417.000000 Penalty: 3558.052979
	Iteration 114Q: 3 clusters Score -7206417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7206423.500000 Penalty: 3558.052979
	Iteration 115Q: 3 clusters Score -7206424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7206411.500000 Penalty: 3558.052979
	Iteration 116Q: 3 clusters Score -7206412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7206420.500000 Penalty: 3558.052979
	Iteration 117Q: 3 clusters Score -7206420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7206436.500000 Penalty: 3558.052979
	Iteration 118Q: 3 clusters Score -7206436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7206429.500000 Penalty: 3558.052979
	Iteration 119Q: 3 clusters Score -7206430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7206448.500000 Penalty: 3558.052979
	Iteration 120F: 3 clusters Score -7206448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7206446.000000 Penalty: 3558.052979
	Iteration 121Q: 3 clusters Score -7206446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7206450.500000 Penalty: 3558.052979
	Iteration 122Q: 3 clusters Score -7206450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7206445.000000 Penalty: 3558.052979
	Iteration 123Q: 3 clusters Score -7206445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7206460.000000 Penalty: 3558.052979
	Iteration 124Q: 3 clusters Score -7206460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7206454.000000 Penalty: 3558.052979
	Iteration 125Q: 3 clusters Score -7206454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7206467.000000 Penalty: 3558.052979
	Iteration 126Q: 3 clusters Score -7206467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7206465.000000 Penalty: 3558.052979
	Iteration 127Q: 3 clusters Score -7206465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7206462.500000 Penalty: 3558.052979
	Iteration 128Q: 3 clusters Score -7206462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7206467.500000 Penalty: 3558.052979
	Iteration 129Q: 3 clusters Score -7206468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7206476.500000 Penalty: 3558.052979
	Iteration 130Q: 3 clusters Score -7206476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7206480.500000 Penalty: 3558.052979
	Iteration 131Q: 3 clusters Score -7206480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7206478.500000 Penalty: 3558.052979
	Iteration 132Q: 3 clusters Score -7206478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7206484.000000 Penalty: 3558.052979
	Iteration 133Q: 3 clusters Score -7206484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7206491.000000 Penalty: 3558.052979
	Iteration 134Q: 3 clusters Score -7206491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7206490.000000 Penalty: 3558.052979
	Iteration 135Q: 3 clusters Score -7206490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7206491.000000 Penalty: 3558.052979
	Iteration 136Q: 3 clusters Score -7206491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7206491.000000 Penalty: 3558.052979
	Iteration 137Q: 3 clusters Score -7206491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7206491.000000 Penalty: 3558.052979
	Iteration 138Q: 3 clusters Score -7206491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7206492.000000 Penalty: 3558.052979
	Iteration 139Q: 3 clusters Score -7206492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7206494.000000 Penalty: 3558.052979
	Iteration 140F: 3 clusters Score -7206494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7206496.500000 Penalty: 3558.052979
	Iteration 141Q: 3 clusters Score -7206496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7206496.000000 Penalty: 3558.052979
	Iteration 142Q: 3 clusters Score -7206496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7206493.000000 Penalty: 3558.052979
	Iteration 143Q: 3 clusters Score -7206493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7206497.500000 Penalty: 3558.052979
	Iteration 144Q: 3 clusters Score -7206498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7206505.000000 Penalty: 3558.052979
	Iteration 145Q: 3 clusters Score -7206505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7206503.500000 Penalty: 3558.052979
	Iteration 146Q: 3 clusters Score -7206504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7206500.000000 Penalty: 3558.052979
	Iteration 147Q: 3 clusters Score -7206500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7206500.000000 Penalty: 3558.052979
	Iteration 148Q: 3 clusters Score -7206500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7206502.000000 Penalty: 3558.052979
	Iteration 149Q: 3 clusters Score -7206502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7206500.500000 Penalty: 3558.052979
	Iteration 150Q: 3 clusters Score -7206500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7206500.500000 Penalty: 3558.052979
	Iteration 151F: 3 clusters Score -7206500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (101927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Entering Unmasked Estep 
Score: -12940320.000000 Penalty: 1873.951904
	Iteration 0F: 2 clusters Score -1.294032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -12873096.000000 Penalty: 3747.903809
	Iteration 0F: 3 clusters Score -1.28731e+07 nChanged 48928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -12901940.000000 Penalty: 3747.903809
	Iteration 1F: 3 clusters Score -1.290194e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -12903072.000000 Penalty: 3747.903809
	Iteration 2Q: 3 clusters Score -1.290307e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -12905480.000000 Penalty: 3747.903809
	Iteration 3Q: 3 clusters Score -1.290548e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -12909440.000000 Penalty: 3747.903809
	Iteration 4F: 3 clusters Score -1.290944e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -12915655.000000 Penalty: 3747.903809
	Iteration 5F: 3 clusters Score -1.291566e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -12923131.000000 Penalty: 3747.903809
	Iteration 6F: 3 clusters Score -1.292313e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -12930056.000000 Penalty: 3747.903809
	Iteration 7F: 3 clusters Score -1.293006e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -12934491.000000 Penalty: 3747.903809
	Iteration 8Q: 3 clusters Score -1.293449e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -12936838.000000 Penalty: 3747.903809
	Iteration 9Q: 3 clusters Score -1.293684e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -12937931.000000 Penalty: 3747.903809
	Iteration 10Q: 3 clusters Score -1.293793e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -12938642.000000 Penalty: 3747.903809
	Iteration 11Q: 3 clusters Score -1.293864e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -12939199.000000 Penalty: 3747.903809
	Iteration 12Q: 3 clusters Score -1.29392e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -12939538.000000 Penalty: 3747.903809
	Iteration 13Q: 3 clusters Score -1.293954e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -12939850.000000 Penalty: 3747.903809
	Iteration 14Q: 3 clusters Score -1.293985e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 95592 members 
Entering Unmasked Estep 
Score: -12940090.000000 Penalty: 3747.903809
	Iteration 15Q: 3 clusters Score -1.294009e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -12940233.000000 Penalty: 3747.903809
	Iteration 16Q: 3 clusters Score -1.294023e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -12940315.000000 Penalty: 3747.903809
	Iteration 17Q: 3 clusters Score -1.294032e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 96459 members 
Entering Unmasked Estep 
Score: -12940389.000000 Penalty: 3747.903809
	Iteration 18Q: 3 clusters Score -1.294039e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -12940422.000000 Penalty: 3747.903809
	Iteration 19Q: 3 clusters Score -1.294042e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -12940453.000000 Penalty: 3747.903809
	Iteration 20F: 3 clusters Score -1.294045e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 97146 members 
Entering Unmasked Estep 
Score: -12940510.000000 Penalty: 3747.903809
	Iteration 21Q: 3 clusters Score -1.294051e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -12940564.000000 Penalty: 3747.903809
	Iteration 22Q: 3 clusters Score -1.294056e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -12940591.000000 Penalty: 3747.903809
	Iteration 23Q: 3 clusters Score -1.294059e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -12940621.000000 Penalty: 3747.903809
	Iteration 24Q: 3 clusters Score -1.294062e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -12940627.000000 Penalty: 3747.903809
	Iteration 25Q: 3 clusters Score -1.294063e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 97909 members 
Entering Unmasked Estep 
Score: -12940648.000000 Penalty: 3747.903809
	Iteration 26Q: 3 clusters Score -1.294065e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -12940623.000000 Penalty: 3747.903809
	Iteration 27Q: 3 clusters Score -1.294062e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -12940641.000000 Penalty: 3747.903809
	Iteration 28Q: 3 clusters Score -1.294064e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -12940626.000000 Penalty: 3747.903809
	Iteration 29Q: 3 clusters Score -1.294063e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -12940635.000000 Penalty: 3747.903809
	Iteration 30Q: 3 clusters Score -1.294064e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -12940641.000000 Penalty: 3747.903809
	Iteration 31Q: 3 clusters Score -1.294064e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -12940663.000000 Penalty: 3747.903809
	Iteration 32Q: 3 clusters Score -1.294066e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -12940660.000000 Penalty: 3747.903809
	Iteration 33Q: 3 clusters Score -1.294066e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 98551 members 
Entering Unmasked Estep 
Score: -12940679.000000 Penalty: 3747.903809
	Iteration 34Q: 3 clusters Score -1.294068e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -12940687.000000 Penalty: 3747.903809
	Iteration 35Q: 3 clusters Score -1.294069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 98651 members 
Entering Unmasked Estep 
Score: -12940678.000000 Penalty: 3747.903809
	Iteration 36Q: 3 clusters Score -1.294068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -12940693.000000 Penalty: 3747.903809
	Iteration 37Q: 3 clusters Score -1.294069e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
Score: -12940681.000000 Penalty: 3747.903809
	Iteration 38Q: 3 clusters Score -1.294068e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 98753 members 
Entering Unmasked Estep 
Score: -12940682.000000 Penalty: 3747.903809
	Iteration 39Q: 3 clusters Score -1.294068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -12940688.000000 Penalty: 3747.903809
	Iteration 40F: 3 clusters Score -1.294069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -12940701.000000 Penalty: 3747.903809
	Iteration 41Q: 3 clusters Score -1.29407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -12940684.000000 Penalty: 3747.903809
	Iteration 42Q: 3 clusters Score -1.294068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -12940682.000000 Penalty: 3747.903809
	Iteration 43Q: 3 clusters Score -1.294068e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 98886 members 
Entering Unmasked Estep 
Score: -12940681.000000 Penalty: 3747.903809
	Iteration 44Q: 3 clusters Score -1.294068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -12940673.000000 Penalty: 3747.903809
	Iteration 45Q: 3 clusters Score -1.294067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -12940675.000000 Penalty: 3747.903809
	Iteration 46Q: 3 clusters Score -1.294068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -12940674.000000 Penalty: 3747.903809
	Iteration 47Q: 3 clusters Score -1.294067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 98944 members 
Entering Unmasked Estep 
Score: -12940675.000000 Penalty: 3747.903809
	Iteration 48Q: 3 clusters Score -1.294068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -12940676.000000 Penalty: 3747.903809
	Iteration 49Q: 3 clusters Score -1.294068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -12940666.000000 Penalty: 3747.903809
	Iteration 50Q: 3 clusters Score -1.294067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -12940657.000000 Penalty: 3747.903809
	Iteration 51Q: 3 clusters Score -1.294066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -12940649.000000 Penalty: 3747.903809
	Iteration 52Q: 3 clusters Score -1.294065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -12940644.000000 Penalty: 3747.903809
	Iteration 53Q: 3 clusters Score -1.294064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -12940656.000000 Penalty: 3747.903809
	Iteration 54Q: 3 clusters Score -1.294066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 99041 members 
Entering Unmasked Estep 
Score: -12940670.000000 Penalty: 3747.903809
	Iteration 55Q: 3 clusters Score -1.294067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -12940665.000000 Penalty: 3747.903809
	Iteration 56Q: 3 clusters Score -1.294066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -12940684.000000 Penalty: 3747.903809
	Iteration 57Q: 3 clusters Score -1.294068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -12940681.000000 Penalty: 3747.903809
	Iteration 58Q: 3 clusters Score -1.294068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -12940685.000000 Penalty: 3747.903809
	Iteration 59Q: 3 clusters Score -1.294068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -12940686.000000 Penalty: 3747.903809
	Iteration 60F: 3 clusters Score -1.294069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -12940685.000000 Penalty: 3747.903809
	Iteration 61Q: 3 clusters Score -1.294068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -12940678.000000 Penalty: 3747.903809
	Iteration 62Q: 3 clusters Score -1.294068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -12940685.000000 Penalty: 3747.903809
	Iteration 63Q: 3 clusters Score -1.294068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -12940679.000000 Penalty: 3747.903809
	Iteration 64Q: 3 clusters Score -1.294068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12940672.000000 Penalty: 3747.903809
	Iteration 65Q: 3 clusters Score -1.294067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -12940668.000000 Penalty: 3747.903809
	Iteration 66Q: 3 clusters Score -1.294067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -12940674.000000 Penalty: 3747.903809
	Iteration 67Q: 3 clusters Score -1.294067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -12940672.000000 Penalty: 3747.903809
	Iteration 68Q: 3 clusters Score -1.294067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -12940678.000000 Penalty: 3747.903809
	Iteration 69Q: 3 clusters Score -1.294068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -12940677.000000 Penalty: 3747.903809
	Iteration 70Q: 3 clusters Score -1.294068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -12940673.000000 Penalty: 3747.903809
	Iteration 71Q: 3 clusters Score -1.294067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -12940670.000000 Penalty: 3747.903809
	Iteration 72Q: 3 clusters Score -1.294067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 99141 members 
Entering Unmasked Estep 
Score: -12940670.000000 Penalty: 3747.903809
	Iteration 73Q: 3 clusters Score -1.294067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 99141 members 
Entering Unmasked Estep 
Score: -12940670.000000 Penalty: 3747.903809
	Iteration 74F: 3 clusters Score -1.294067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 116707 members 
Mstep: Class 3 contains 70104 members 
Mstep: Class 4 contains 77620 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 108042 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 23699 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 177 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 56832 members 
Mstep: Class 15 contains 99141 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 19 contains 4186 members 
Entering Unmasked Estep 
Score: -72767544.000000 Penalty: 36656.769531
Splitting cluster 17 changes total score from -72766328.000000 to -72767544.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 19 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -529895.187500 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -529895.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -526353.250000 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -526353.2 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -527283.000000 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -527283 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -527455.437500 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -527455.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -527577.125000 Penalty: 2710.337646
	Iteration 3F: 3 clusters Score -527577.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -527671.375000 Penalty: 2710.337646
	Iteration 4Q: 3 clusters Score -527671.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -527761.812500 Penalty: 2710.337646
	Iteration 5Q: 3 clusters Score -527761.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -527850.187500 Penalty: 2710.337646
	Iteration 6Q: 3 clusters Score -527850.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -527932.312500 Penalty: 2710.337646
	Iteration 7Q: 3 clusters Score -527932.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -528004.500000 Penalty: 2710.337646
	Iteration 8Q: 3 clusters Score -528004.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -528081.187500 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -528081.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -528161.687500 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -528161.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -528262.062500 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -528262.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -528349.312500 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -528349.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -528430.500000 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -528430.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -528497.875000 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -528497.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -528555.375000 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -528555.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -528606.187500 Penalty: 2710.337646
	Iteration 16Q: 3 clusters Score -528606.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -528638.250000 Penalty: 2710.337646
	Iteration 17Q: 3 clusters Score -528638.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -528660.937500 Penalty: 2710.337646
	Iteration 18Q: 3 clusters Score -528660.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -528676.062500 Penalty: 2710.337646
	Iteration 19Q: 3 clusters Score -528676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -528685.312500 Penalty: 2710.337646
	Iteration 20F: 3 clusters Score -528685.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -528693.500000 Penalty: 2710.337646
	Iteration 21Q: 3 clusters Score -528693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -528700.750000 Penalty: 2710.337646
	Iteration 22Q: 3 clusters Score -528700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -528708.125000 Penalty: 2710.337646
	Iteration 23Q: 3 clusters Score -528708.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -528716.750000 Penalty: 2710.337646
	Iteration 24Q: 3 clusters Score -528716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -528721.625000 Penalty: 2710.337646
	Iteration 25Q: 3 clusters Score -528721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -528724.875000 Penalty: 2710.337646
	Iteration 26Q: 3 clusters Score -528724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -528727.500000 Penalty: 2710.337646
	Iteration 27Q: 3 clusters Score -528727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -528731.375000 Penalty: 2710.337646
	Iteration 28Q: 3 clusters Score -528731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -528735.937500 Penalty: 2710.337646
	Iteration 29Q: 3 clusters Score -528735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -528737.750000 Penalty: 2710.337646
	Iteration 30Q: 3 clusters Score -528737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -528741.375000 Penalty: 2710.337646
	Iteration 31Q: 3 clusters Score -528741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -528745.437500 Penalty: 2710.337646
	Iteration 32Q: 3 clusters Score -528745.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -528748.812500 Penalty: 2710.337646
	Iteration 33Q: 3 clusters Score -528748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -528754.812500 Penalty: 2710.337646
	Iteration 34Q: 3 clusters Score -528754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -528760.250000 Penalty: 2710.337646
	Iteration 35Q: 3 clusters Score -528760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -528765.437500 Penalty: 2710.337646
	Iteration 36Q: 3 clusters Score -528765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -528769.937500 Penalty: 2710.337646
	Iteration 37Q: 3 clusters Score -528769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -528774.312500 Penalty: 2710.337646
	Iteration 38Q: 3 clusters Score -528774.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -528776.062500 Penalty: 2710.337646
	Iteration 39Q: 3 clusters Score -528776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -528777.500000 Penalty: 2710.337646
	Iteration 40F: 3 clusters Score -528777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -528778.375000 Penalty: 2710.337646
	Iteration 41Q: 3 clusters Score -528778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -528779.625000 Penalty: 2710.337646
	Iteration 42Q: 3 clusters Score -528779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -528780.937500 Penalty: 2710.337646
	Iteration 43Q: 3 clusters Score -528780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -528784.000000 Penalty: 2710.337646
	Iteration 44Q: 3 clusters Score -528784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -528786.500000 Penalty: 2710.337646
	Iteration 45Q: 3 clusters Score -528786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -528788.437500 Penalty: 2710.337646
	Iteration 46Q: 3 clusters Score -528788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -528790.375000 Penalty: 2710.337646
	Iteration 47Q: 3 clusters Score -528790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -528792.812500 Penalty: 2710.337646
	Iteration 48Q: 3 clusters Score -528792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -528797.312500 Penalty: 2710.337646
	Iteration 49Q: 3 clusters Score -528797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -528802.437500 Penalty: 2710.337646
	Iteration 50Q: 3 clusters Score -528802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -528804.562500 Penalty: 2710.337646
	Iteration 51Q: 3 clusters Score -528804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -528807.250000 Penalty: 2710.337646
	Iteration 52Q: 3 clusters Score -528807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -528807.437500 Penalty: 2710.337646
	Iteration 53Q: 3 clusters Score -528807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -528808.437500 Penalty: 2710.337646
	Iteration 54Q: 3 clusters Score -528808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -528808.437500 Penalty: 2710.337646
	Iteration 55F: 3 clusters Score -528808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 116707 members 
Mstep: Class 3 contains 70104 members 
Mstep: Class 4 contains 77620 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 108042 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 23699 members 
Mstep: Class 12 contains 177 members 
Mstep: Class 14 contains 56832 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 19 contains 4186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2013.269287 but Gain 2156.281250
Score: -72769392.000000 Penalty: 34500.488281
Iteration 39Q: 17 clusters Score -7.276939e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 115973 members 
Mstep: Class 3 contains 69136 members 
Mstep: Class 4 contains 79719 members 
Mstep: Class 6 contains 109889 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 14173 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 24823 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 177 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 56001 members 
Mstep: Class 15 contains 98293 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 19 contains 4124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72774768.000000 Penalty: 34500.488281
Iteration 40F: 17 clusters Score -7.277477e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 114372 members 
Mstep: Class 3 contains 67990 members 
Mstep: Class 4 contains 82274 members 
Mstep: Class 6 contains 109821 members 
Mstep: Class 7 contains 379 members 
Mstep: Class 8 contains 14670 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 25411 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 296 members 
Mstep: Class 14 contains 54714 members 
Mstep: Class 15 contains 98753 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 19 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72776728.000000 Penalty: 34500.488281
Iteration 41Q: 17 clusters Score -7.277673e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 112929 members 
Mstep: Class 3 contains 66985 members 
Mstep: Class 4 contains 84887 members 
Mstep: Class 6 contains 109805 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 15206 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 25838 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 53479 members 
Mstep: Class 15 contains 98886 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 19 contains 3919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72778720.000000 Penalty: 34500.488281
Iteration 42Q: 17 clusters Score -7.277872e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 111651 members 
Mstep: Class 3 contains 66068 members 
Mstep: Class 4 contains 87586 members 
Mstep: Class 6 contains 109787 members 
Mstep: Class 7 contains 403 members 
Mstep: Class 8 contains 15737 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 26133 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 52269 members 
Mstep: Class 15 contains 98781 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 19 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72780008.000000 Penalty: 34500.488281
Iteration 43Q: 17 clusters Score -7.278001e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 110302 members 
Mstep: Class 3 contains 65174 members 
Mstep: Class 4 contains 90361 members 
Mstep: Class 6 contains 109803 members 
Mstep: Class 7 contains 410 members 
Mstep: Class 8 contains 16261 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 26325 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 51112 members 
Mstep: Class 15 contains 98656 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 19 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72781392.000000 Penalty: 34500.488281
Iteration 44Q: 17 clusters Score -7.278139e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 108948 members 
Mstep: Class 3 contains 64373 members 
Mstep: Class 4 contains 93145 members 
Mstep: Class 6 contains 109832 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 16802 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 26489 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 49971 members 
Mstep: Class 15 contains 98445 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 19 contains 3606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72782440.000000 Penalty: 34500.488281
Iteration 45Q: 17 clusters Score -7.278244e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 107201 members 
Mstep: Class 3 contains 63512 members 
Mstep: Class 4 contains 96721 members 
Mstep: Class 6 contains 109852 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 17296 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 26656 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 48790 members 
Mstep: Class 15 contains 97973 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 19 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783512.000000 Penalty: 34500.488281
Iteration 46Q: 17 clusters Score -7.278351e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 104987 members 
Mstep: Class 3 contains 62658 members 
Mstep: Class 4 contains 101136 members 
Mstep: Class 6 contains 109867 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 17663 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 26763 members 
Mstep: Class 11 contains 2618 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 47624 members 
Mstep: Class 15 contains 97277 members 
Mstep: Class 17 contains 2908 members 
Mstep: Class 19 contains 3415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72784976.000000 Penalty: 34500.488281
Iteration 47Q: 17 clusters Score -7.278498e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 101682 members 
Mstep: Class 3 contains 61688 members 
Mstep: Class 4 contains 106734 members 
Mstep: Class 6 contains 109884 members 
Mstep: Class 7 contains 420 members 
Mstep: Class 8 contains 17900 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 26805 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 46523 members 
Mstep: Class 15 contains 96753 members 
Mstep: Class 17 contains 2936 members 
Mstep: Class 19 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72784696.000000 Penalty: 34500.488281
Iteration 48Q: 17 clusters Score -7.27847e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 97573 members 
Mstep: Class 3 contains 60639 members 
Mstep: Class 4 contains 113176 members 
Mstep: Class 6 contains 109863 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 18015 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 26787 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 45407 members 
Mstep: Class 15 contains 96513 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 19 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783104.000000 Penalty: 34500.488281
Iteration 49Q: 17 clusters Score -7.27831e+07 nChanged 14484
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 92723 members 
Mstep: Class 3 contains 58915 members 
Mstep: Class 4 contains 120475 members 
Mstep: Class 6 contains 109831 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 18031 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 26699 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 44451 members 
Mstep: Class 15 contains 96827 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 19 contains 3055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72775952.000000 Penalty: 34500.488281
Iteration 50Q: 17 clusters Score -7.277595e+07 nChanged 17323
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 87416 members 
Mstep: Class 3 contains 56870 members 
Mstep: Class 4 contains 127136 members 
Mstep: Class 6 contains 109760 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 18190 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 26549 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 43638 members 
Mstep: Class 15 contains 98290 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 19 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72766760.000000 Penalty: 34500.488281
Iteration 51Q: 17 clusters Score -7.276676e+07 nChanged 15986
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 84217 members 
Mstep: Class 3 contains 55445 members 
Mstep: Class 4 contains 129406 members 
Mstep: Class 6 contains 109737 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 18560 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 26405 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 43146 members 
Mstep: Class 15 contains 100774 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 19 contains 3099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72762200.000000 Penalty: 34500.488281
Iteration 52Q: 17 clusters Score -7.27622e+07 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 83252 members 
Mstep: Class 3 contains 54868 members 
Mstep: Class 4 contains 128189 members 
Mstep: Class 6 contains 109818 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 19141 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 26313 members 
Mstep: Class 11 contains 3090 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 42857 members 
Mstep: Class 15 contains 103111 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 19 contains 3207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72761976.000000 Penalty: 34500.488281
Iteration 53Q: 17 clusters Score -7.276198e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 83576 members 
Mstep: Class 3 contains 54748 members 
Mstep: Class 4 contains 125909 members 
Mstep: Class 6 contains 109953 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 19752 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 26244 members 
Mstep: Class 11 contains 3140 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 42606 members 
Mstep: Class 15 contains 104674 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 19 contains 3302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72764112.000000 Penalty: 34500.488281
Iteration 54Q: 17 clusters Score -7.276411e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 84504 members 
Mstep: Class 3 contains 54850 members 
Mstep: Class 4 contains 123657 members 
Mstep: Class 6 contains 110083 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 20386 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 26182 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 42339 members 
Mstep: Class 15 contains 105368 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 19 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72766648.000000 Penalty: 34500.488281
Iteration 55Q: 17 clusters Score -7.276665e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 85606 members 
Mstep: Class 3 contains 55000 members 
Mstep: Class 4 contains 121770 members 
Mstep: Class 6 contains 110206 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 21008 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 26139 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 42113 members 
Mstep: Class 15 contains 105477 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 19 contains 3470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72768680.000000 Penalty: 34500.488281
Iteration 56Q: 17 clusters Score -7.276868e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 86755 members 
Mstep: Class 3 contains 55166 members 
Mstep: Class 4 contains 120191 members 
Mstep: Class 6 contains 110280 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 26109 members 
Mstep: Class 11 contains 3302 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 41798 members 
Mstep: Class 15 contains 105303 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 19 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72770416.000000 Penalty: 34500.488281
Iteration 57Q: 17 clusters Score -7.277042e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 88033 members 
Mstep: Class 3 contains 55265 members 
Mstep: Class 4 contains 118927 members 
Mstep: Class 6 contains 110324 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 22230 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 26107 members 
Mstep: Class 11 contains 3336 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 41445 members 
Mstep: Class 15 contains 104934 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 19 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72772040.000000 Penalty: 34500.488281
Iteration 58Q: 17 clusters Score -7.277204e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 89135 members 
Mstep: Class 3 contains 55315 members 
Mstep: Class 4 contains 118080 members 
Mstep: Class 6 contains 110341 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 22726 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 26077 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 41099 members 
Mstep: Class 15 contains 104500 members 
Mstep: Class 17 contains 2725 members 
Mstep: Class 19 contains 3546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72773144.000000 Penalty: 34500.488281
Iteration 59Q: 17 clusters Score -7.277314e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 90098 members 
Mstep: Class 3 contains 55345 members 
Mstep: Class 4 contains 117480 members 
Mstep: Class 6 contains 110342 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 23241 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 26061 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 40743 members 
Mstep: Class 15 contains 103953 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 19 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72775776.000000 Penalty: 34500.488281
Iteration 60F: 17 clusters Score -7.277578e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 89886 members 
Mstep: Class 3 contains 55096 members 
Mstep: Class 4 contains 118327 members 
Mstep: Class 6 contains 110309 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 23823 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 3433 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 40339 members 
Mstep: Class 15 contains 103440 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 19 contains 3560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72775224.000000 Penalty: 34500.488281
Iteration 61Q: 17 clusters Score -7.277522e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 89983 members 
Mstep: Class 3 contains 54954 members 
Mstep: Class 4 contains 118405 members 
Mstep: Class 6 contains 110270 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 24426 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 25999 members 
Mstep: Class 11 contains 3458 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 39973 members 
Mstep: Class 15 contains 103215 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 19 contains 3560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72775488.000000 Penalty: 34500.488281
Iteration 62Q: 17 clusters Score -7.277549e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 90298 members 
Mstep: Class 3 contains 54894 members 
Mstep: Class 4 contains 118029 members 
Mstep: Class 6 contains 110230 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 25079 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 25966 members 
Mstep: Class 11 contains 3493 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 39633 members 
Mstep: Class 15 contains 103084 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 19 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72776184.000000 Penalty: 34500.488281
Iteration 63Q: 17 clusters Score -7.277618e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 90703 members 
Mstep: Class 3 contains 54925 members 
Mstep: Class 4 contains 117417 members 
Mstep: Class 6 contains 110171 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 25777 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 25981 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 39343 members 
Mstep: Class 15 contains 102903 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 19 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72776912.000000 Penalty: 34500.488281
Iteration 64Q: 17 clusters Score -7.277691e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 91195 members 
Mstep: Class 3 contains 54963 members 
Mstep: Class 4 contains 116762 members 
Mstep: Class 6 contains 110112 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 26494 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 25988 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 39056 members 
Mstep: Class 15 contains 102664 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 19 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72777776.000000 Penalty: 34500.488281
Iteration 65Q: 17 clusters Score -7.277778e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 91627 members 
Mstep: Class 3 contains 54974 members 
Mstep: Class 4 contains 116105 members 
Mstep: Class 6 contains 110069 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 27243 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26006 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 38795 members 
Mstep: Class 15 contains 102472 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 19 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72778960.000000 Penalty: 34500.488281
Iteration 66Q: 17 clusters Score -7.277896e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 92036 members 
Mstep: Class 3 contains 54990 members 
Mstep: Class 4 contains 115470 members 
Mstep: Class 6 contains 110030 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 27966 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26049 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 38534 members 
Mstep: Class 15 contains 102276 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 19 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72780056.000000 Penalty: 34500.488281
Iteration 67Q: 17 clusters Score -7.278006e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 92426 members 
Mstep: Class 3 contains 54995 members 
Mstep: Class 4 contains 114850 members 
Mstep: Class 6 contains 109993 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 28749 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26090 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 38260 members 
Mstep: Class 15 contains 102055 members 
Mstep: Class 17 contains 2599 members 
Mstep: Class 19 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72780968.000000 Penalty: 34500.488281
Iteration 68Q: 17 clusters Score -7.278097e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 92782 members 
Mstep: Class 3 contains 55044 members 
Mstep: Class 4 contains 114260 members 
Mstep: Class 6 contains 109973 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 29425 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26141 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 38007 members 
Mstep: Class 15 contains 101852 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 19 contains 3261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72781992.000000 Penalty: 34500.488281
Iteration 69Q: 17 clusters Score -7.278199e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 93063 members 
Mstep: Class 3 contains 55079 members 
Mstep: Class 4 contains 113768 members 
Mstep: Class 6 contains 109946 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 30072 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26193 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 37728 members 
Mstep: Class 15 contains 101716 members 
Mstep: Class 17 contains 2582 members 
Mstep: Class 19 contains 3180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72782992.000000 Penalty: 34500.488281
Iteration 70Q: 17 clusters Score -7.278299e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 93232 members 
Mstep: Class 3 contains 55094 members 
Mstep: Class 4 contains 113350 members 
Mstep: Class 6 contains 109954 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 30692 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26218 members 
Mstep: Class 11 contains 3606 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 37453 members 
Mstep: Class 15 contains 101633 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 19 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783608.000000 Penalty: 34500.488281
Iteration 71Q: 17 clusters Score -7.278361e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 93349 members 
Mstep: Class 3 contains 55125 members 
Mstep: Class 4 contains 113010 members 
Mstep: Class 6 contains 109949 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 31268 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26246 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 37202 members 
Mstep: Class 15 contains 101545 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 19 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72784408.000000 Penalty: 34500.488281
Iteration 72Q: 17 clusters Score -7.278441e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 93444 members 
Mstep: Class 3 contains 55183 members 
Mstep: Class 4 contains 112616 members 
Mstep: Class 6 contains 109916 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 31865 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26273 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 36933 members 
Mstep: Class 15 contains 101527 members 
Mstep: Class 17 contains 2547 members 
Mstep: Class 19 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72784792.000000 Penalty: 34500.488281
Iteration 73Q: 17 clusters Score -7.278479e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 93456 members 
Mstep: Class 3 contains 55282 members 
Mstep: Class 4 contains 112269 members 
Mstep: Class 6 contains 109890 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 32463 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26302 members 
Mstep: Class 11 contains 3627 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 36686 members 
Mstep: Class 15 contains 101486 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 19 contains 2927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72785400.000000 Penalty: 34500.488281
Iteration 74Q: 17 clusters Score -7.27854e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 93436 members 
Mstep: Class 3 contains 55375 members 
Mstep: Class 4 contains 111939 members 
Mstep: Class 6 contains 109866 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26327 members 
Mstep: Class 11 contains 3636 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 101442 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 19 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72785928.000000 Penalty: 34500.488281
Iteration 75Q: 17 clusters Score -7.278593e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 93395 members 
Mstep: Class 3 contains 55452 members 
Mstep: Class 4 contains 111648 members 
Mstep: Class 6 contains 109843 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 33640 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26335 members 
Mstep: Class 11 contains 3646 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 36219 members 
Mstep: Class 15 contains 101409 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 19 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72786288.000000 Penalty: 34500.488281
Iteration 76Q: 17 clusters Score -7.278629e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 93271 members 
Mstep: Class 3 contains 55521 members 
Mstep: Class 4 contains 111436 members 
Mstep: Class 6 contains 109837 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 34240 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26337 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 35962 members 
Mstep: Class 15 contains 101377 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 19 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72786832.000000 Penalty: 34500.488281
Iteration 77Q: 17 clusters Score -7.278683e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 93071 members 
Mstep: Class 3 contains 55622 members 
Mstep: Class 4 contains 111302 members 
Mstep: Class 6 contains 109823 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 34841 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26344 members 
Mstep: Class 11 contains 3666 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 35703 members 
Mstep: Class 15 contains 101315 members 
Mstep: Class 17 contains 2495 members 
Mstep: Class 19 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787288.000000 Penalty: 34500.488281
Iteration 78Q: 17 clusters Score -7.278729e+07 nChanged 3081
Entering ConstructFrom: 
Score: -72787288.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -75708.343750 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -75708.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74485.828125 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -74485.83 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74751.195312 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -74751.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74874.265625 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -74874.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74927.773438 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -74927.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75081.835938 Penalty: 2150.221191
	Iteration 4F: 3 clusters Score -75081.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75258.031250 Penalty: 2150.221191
	Iteration 5F: 3 clusters Score -75258.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75488.078125 Penalty: 2150.221191
	Iteration 6F: 3 clusters Score -75488.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75725.273438 Penalty: 2150.221191
	Iteration 7F: 3 clusters Score -75725.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -75839.937500 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -75839.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75875.531250 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -75875.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75899.921875 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -75899.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75914.625000 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -75914.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75919.976562 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -75919.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75923.156250 Penalty: 2150.221191
	Iteration 13Q: 3 clusters Score -75923.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -75924.937500 Penalty: 2150.221191
	Iteration 14Q: 3 clusters Score -75924.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75925.375000 Penalty: 2150.221191
	Iteration 15Q: 3 clusters Score -75925.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -75925.718750 Penalty: 2150.221191
	Iteration 16Q: 3 clusters Score -75925.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -75925.718750 Penalty: 2150.221191
	Iteration 17F: 3 clusters Score -75925.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 92740 members 
Mstep: Class 3 contains 55723 members 
Mstep: Class 4 contains 111236 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 109804 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 35480 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26342 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 35424 members 
Mstep: Class 15 contains 101304 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 19 contains 2701 members 
Entering Unmasked Estep 
Score: -72786360.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72787288.000000 to -72786360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (92740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Entering Unmasked Estep 
Score: -11843266.000000 Penalty: 1858.602783
	Iteration 0F: 2 clusters Score -1.184327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -11781772.000000 Penalty: 3717.205566
	Iteration 0F: 3 clusters Score -1.178177e+07 nChanged 44410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -11807677.000000 Penalty: 3717.205566
	Iteration 1F: 3 clusters Score -1.180768e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -11809111.000000 Penalty: 3717.205566
	Iteration 2Q: 3 clusters Score -1.180911e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -11811227.000000 Penalty: 3717.205566
	Iteration 3F: 3 clusters Score -1.181123e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -11814730.000000 Penalty: 3717.205566
	Iteration 4F: 3 clusters Score -1.181473e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -11820112.000000 Penalty: 3717.205566
	Iteration 5F: 3 clusters Score -1.182011e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -11826675.000000 Penalty: 3717.205566
	Iteration 6F: 3 clusters Score -1.182668e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -11832186.000000 Penalty: 3717.205566
	Iteration 7F: 3 clusters Score -1.183219e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -11835491.000000 Penalty: 3717.205566
	Iteration 8Q: 3 clusters Score -1.183549e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -11837183.000000 Penalty: 3717.205566
	Iteration 9Q: 3 clusters Score -1.183718e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -11838083.000000 Penalty: 3717.205566
	Iteration 10Q: 3 clusters Score -1.183808e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -11838675.000000 Penalty: 3717.205566
	Iteration 11Q: 3 clusters Score -1.183868e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -11839226.000000 Penalty: 3717.205566
	Iteration 12Q: 3 clusters Score -1.183923e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -11839628.000000 Penalty: 3717.205566
	Iteration 13Q: 3 clusters Score -1.183963e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -11839999.000000 Penalty: 3717.205566
	Iteration 14Q: 3 clusters Score -1.184e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -11840262.000000 Penalty: 3717.205566
	Iteration 15Q: 3 clusters Score -1.184026e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -11840605.000000 Penalty: 3717.205566
	Iteration 16Q: 3 clusters Score -1.18406e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -11840778.000000 Penalty: 3717.205566
	Iteration 17Q: 3 clusters Score -1.184078e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -11841027.000000 Penalty: 3717.205566
	Iteration 18Q: 3 clusters Score -1.184103e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 88256 members 
Entering Unmasked Estep 
Score: -11841168.000000 Penalty: 3717.205566
	Iteration 19Q: 3 clusters Score -1.184117e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -11841353.000000 Penalty: 3717.205566
	Iteration 20F: 3 clusters Score -1.184135e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -11841473.000000 Penalty: 3717.205566
	Iteration 21Q: 3 clusters Score -1.184147e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -11841606.000000 Penalty: 3717.205566
	Iteration 22Q: 3 clusters Score -1.184161e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
Score: -11841676.000000 Penalty: 3717.205566
	Iteration 23Q: 3 clusters Score -1.184168e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -11841707.000000 Penalty: 3717.205566
	Iteration 24Q: 3 clusters Score -1.184171e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -11841752.000000 Penalty: 3717.205566
	Iteration 25Q: 3 clusters Score -1.184175e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -11841815.000000 Penalty: 3717.205566
	Iteration 26Q: 3 clusters Score -1.184182e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 90715 members 
Entering Unmasked Estep 
Score: -11841858.000000 Penalty: 3717.205566
	Iteration 27Q: 3 clusters Score -1.184186e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -11841894.000000 Penalty: 3717.205566
	Iteration 28Q: 3 clusters Score -1.184189e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -11841893.000000 Penalty: 3717.205566
	Iteration 29Q: 3 clusters Score -1.184189e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -11841862.000000 Penalty: 3717.205566
	Iteration 30Q: 3 clusters Score -1.184186e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -11841886.000000 Penalty: 3717.205566
	Iteration 31Q: 3 clusters Score -1.184189e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 91228 members 
Entering Unmasked Estep 
Score: -11841912.000000 Penalty: 3717.205566
	Iteration 32Q: 3 clusters Score -1.184191e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -11841902.000000 Penalty: 3717.205566
	Iteration 33Q: 3 clusters Score -1.18419e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -11841916.000000 Penalty: 3717.205566
	Iteration 34Q: 3 clusters Score -1.184192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -11841929.000000 Penalty: 3717.205566
	Iteration 35Q: 3 clusters Score -1.184193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -11841927.000000 Penalty: 3717.205566
	Iteration 36Q: 3 clusters Score -1.184193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -11841940.000000 Penalty: 3717.205566
	Iteration 37Q: 3 clusters Score -1.184194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -11841939.000000 Penalty: 3717.205566
	Iteration 38Q: 3 clusters Score -1.184194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -11841927.000000 Penalty: 3717.205566
	Iteration 39Q: 3 clusters Score -1.184193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
Score: -11841934.000000 Penalty: 3717.205566
	Iteration 40F: 3 clusters Score -1.184193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -11841937.000000 Penalty: 3717.205566
	Iteration 41Q: 3 clusters Score -1.184194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -11841926.000000 Penalty: 3717.205566
	Iteration 42Q: 3 clusters Score -1.184193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -11841933.000000 Penalty: 3717.205566
	Iteration 43Q: 3 clusters Score -1.184193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -11841937.000000 Penalty: 3717.205566
	Iteration 44Q: 3 clusters Score -1.184194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -11841931.000000 Penalty: 3717.205566
	Iteration 45Q: 3 clusters Score -1.184193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -11841944.000000 Penalty: 3717.205566
	Iteration 46Q: 3 clusters Score -1.184194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -11841956.000000 Penalty: 3717.205566
	Iteration 47Q: 3 clusters Score -1.184196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -11841969.000000 Penalty: 3717.205566
	Iteration 48Q: 3 clusters Score -1.184197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -11841959.000000 Penalty: 3717.205566
	Iteration 49Q: 3 clusters Score -1.184196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -11841955.000000 Penalty: 3717.205566
	Iteration 50Q: 3 clusters Score -1.184196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -11841971.000000 Penalty: 3717.205566
	Iteration 51Q: 3 clusters Score -1.184197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -11841968.000000 Penalty: 3717.205566
	Iteration 52Q: 3 clusters Score -1.184197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -11841971.000000 Penalty: 3717.205566
	Iteration 53Q: 3 clusters Score -1.184197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -11841954.000000 Penalty: 3717.205566
	Iteration 54Q: 3 clusters Score -1.184195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
Score: -11841954.000000 Penalty: 3717.205566
	Iteration 55Q: 3 clusters Score -1.184195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -11841951.000000 Penalty: 3717.205566
	Iteration 56Q: 3 clusters Score -1.184195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -11841950.000000 Penalty: 3717.205566
	Iteration 57Q: 3 clusters Score -1.184195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -11841951.000000 Penalty: 3717.205566
	Iteration 58Q: 3 clusters Score -1.184195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -11841964.000000 Penalty: 3717.205566
	Iteration 59Q: 3 clusters Score -1.184196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -11841962.000000 Penalty: 3717.205566
	Iteration 60F: 3 clusters Score -1.184196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -11841971.000000 Penalty: 3717.205566
	Iteration 61Q: 3 clusters Score -1.184197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -11841967.000000 Penalty: 3717.205566
	Iteration 62Q: 3 clusters Score -1.184197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -11841965.000000 Penalty: 3717.205566
	Iteration 63Q: 3 clusters Score -1.184196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -11841965.000000 Penalty: 3717.205566
	Iteration 64F: 3 clusters Score -1.184196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Entering Unmasked Estep 
Score: -7143000.500000 Penalty: 1775.824097
	Iteration 0F: 2 clusters Score -7143000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -7105816.000000 Penalty: 3551.648193
	Iteration 0F: 3 clusters Score -7105816 nChanged 26209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -7121038.000000 Penalty: 3551.648193
	Iteration 1F: 3 clusters Score -7121038 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -7121645.500000 Penalty: 3551.648193
	Iteration 2Q: 3 clusters Score -7121646 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -7122671.500000 Penalty: 3551.648193
	Iteration 3Q: 3 clusters Score -7122672 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -7124538.000000 Penalty: 3551.648193
	Iteration 4F: 3 clusters Score -7124538 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -7127746.000000 Penalty: 3551.648193
	Iteration 5F: 3 clusters Score -7127746 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -7132359.000000 Penalty: 3551.648193
	Iteration 6F: 3 clusters Score -7132359 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -7136940.000000 Penalty: 3551.648193
	Iteration 7F: 3 clusters Score -7136940 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7139748.500000 Penalty: 3551.648193
	Iteration 8Q: 3 clusters Score -7139748 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7140810.500000 Penalty: 3551.648193
	Iteration 9Q: 3 clusters Score -7140810 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7141140.000000 Penalty: 3551.648193
	Iteration 10Q: 3 clusters Score -7141140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7141276.500000 Penalty: 3551.648193
	Iteration 11Q: 3 clusters Score -7141276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7141339.500000 Penalty: 3551.648193
	Iteration 12Q: 3 clusters Score -7141340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7141368.500000 Penalty: 3551.648193
	Iteration 13Q: 3 clusters Score -7141368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7141385.000000 Penalty: 3551.648193
	Iteration 14Q: 3 clusters Score -7141385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7141398.000000 Penalty: 3551.648193
	Iteration 15Q: 3 clusters Score -7141398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7141405.000000 Penalty: 3551.648193
	Iteration 16Q: 3 clusters Score -7141405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7141404.500000 Penalty: 3551.648193
	Iteration 17Q: 3 clusters Score -7141404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7141418.500000 Penalty: 3551.648193
	Iteration 18Q: 3 clusters Score -7141418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7141420.500000 Penalty: 3551.648193
	Iteration 19Q: 3 clusters Score -7141420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7141431.500000 Penalty: 3551.648193
	Iteration 20F: 3 clusters Score -7141432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7141435.500000 Penalty: 3551.648193
	Iteration 21Q: 3 clusters Score -7141436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7141439.500000 Penalty: 3551.648193
	Iteration 22Q: 3 clusters Score -7141440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7141439.500000 Penalty: 3551.648193
	Iteration 23F: 3 clusters Score -7141440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111236 members 
Entering Unmasked Estep 
Score: -14190433.000000 Penalty: 1888.154053
	Iteration 0F: 2 clusters Score -1.419043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -14121141.000000 Penalty: 3776.308105
	Iteration 0F: 3 clusters Score -1.412114e+07 nChanged 53372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -14153148.000000 Penalty: 3776.308105
	Iteration 1F: 3 clusters Score -1.415315e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -14154648.000000 Penalty: 3776.308105
	Iteration 2Q: 3 clusters Score -1.415465e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -14156765.000000 Penalty: 3776.308105
	Iteration 3Q: 3 clusters Score -1.415676e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -14160260.000000 Penalty: 3776.308105
	Iteration 4F: 3 clusters Score -1.416026e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -14165266.000000 Penalty: 3776.308105
	Iteration 5F: 3 clusters Score -1.416527e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -14171388.000000 Penalty: 3776.308105
	Iteration 6F: 3 clusters Score -1.417139e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -14177061.000000 Penalty: 3776.308105
	Iteration 7F: 3 clusters Score -1.417706e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -14181863.000000 Penalty: 3776.308105
	Iteration 8F: 3 clusters Score -1.418186e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96097 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -14185472.000000 Penalty: 3776.308105
	Iteration 9Q: 3 clusters Score -1.418547e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -14187996.000000 Penalty: 3776.308105
	Iteration 10Q: 3 clusters Score -1.4188e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -14189533.000000 Penalty: 3776.308105
	Iteration 11Q: 3 clusters Score -1.418953e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103695 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -14190412.000000 Penalty: 3776.308105
	Iteration 12Q: 3 clusters Score -1.419041e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -14190735.000000 Penalty: 3776.308105
	Iteration 13Q: 3 clusters Score -1.419074e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -14190881.000000 Penalty: 3776.308105
	Iteration 14Q: 3 clusters Score -1.419088e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -14190978.000000 Penalty: 3776.308105
	Iteration 15Q: 3 clusters Score -1.419098e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -14190940.000000 Penalty: 3776.308105
	Iteration 16Q: 3 clusters Score -1.419094e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108456 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -14190927.000000 Penalty: 3776.308105
	Iteration 17Q: 3 clusters Score -1.419093e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -14190889.000000 Penalty: 3776.308105
	Iteration 18Q: 3 clusters Score -1.419089e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -14190820.000000 Penalty: 3776.308105
	Iteration 19Q: 3 clusters Score -1.419082e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -14190727.000000 Penalty: 3776.308105
	Iteration 20F: 3 clusters Score -1.419073e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -14190675.000000 Penalty: 3776.308105
	Iteration 21Q: 3 clusters Score -1.419068e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -14190601.000000 Penalty: 3776.308105
	Iteration 22Q: 3 clusters Score -1.41906e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109547 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -14190552.000000 Penalty: 3776.308105
	Iteration 23Q: 3 clusters Score -1.419055e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -14190502.000000 Penalty: 3776.308105
	Iteration 24Q: 3 clusters Score -1.41905e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109677 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -14190466.000000 Penalty: 3776.308105
	Iteration 25Q: 3 clusters Score -1.419047e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14190454.000000 Penalty: 3776.308105
	Iteration 26Q: 3 clusters Score -1.419045e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -14190452.000000 Penalty: 3776.308105
	Iteration 27Q: 3 clusters Score -1.419045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -14190458.000000 Penalty: 3776.308105
	Iteration 28Q: 3 clusters Score -1.419046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -14190440.000000 Penalty: 3776.308105
	Iteration 29Q: 3 clusters Score -1.419044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -14190421.000000 Penalty: 3776.308105
	Iteration 30Q: 3 clusters Score -1.419042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109835 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -14190415.000000 Penalty: 3776.308105
	Iteration 31Q: 3 clusters Score -1.419042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -14190416.000000 Penalty: 3776.308105
	Iteration 32Q: 3 clusters Score -1.419042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14190413.000000 Penalty: 3776.308105
	Iteration 33Q: 3 clusters Score -1.419041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14190407.000000 Penalty: 3776.308105
	Iteration 34Q: 3 clusters Score -1.419041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -14190391.000000 Penalty: 3776.308105
	Iteration 35Q: 3 clusters Score -1.419039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14190403.000000 Penalty: 3776.308105
	Iteration 36Q: 3 clusters Score -1.41904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -14190402.000000 Penalty: 3776.308105
	Iteration 37Q: 3 clusters Score -1.41904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14190398.000000 Penalty: 3776.308105
	Iteration 38Q: 3 clusters Score -1.41904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -14190385.000000 Penalty: 3776.308105
	Iteration 39Q: 3 clusters Score -1.419038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -14190381.000000 Penalty: 3776.308105
	Iteration 40F: 3 clusters Score -1.419038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109899 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14190387.000000 Penalty: 3776.308105
	Iteration 41Q: 3 clusters Score -1.419039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14190388.000000 Penalty: 3776.308105
	Iteration 42Q: 3 clusters Score -1.419039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14190390.000000 Penalty: 3776.308105
	Iteration 43Q: 3 clusters Score -1.419039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109908 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14190392.000000 Penalty: 3776.308105
	Iteration 44Q: 3 clusters Score -1.419039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109912 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14190385.000000 Penalty: 3776.308105
	Iteration 45Q: 3 clusters Score -1.419038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109916 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14190381.000000 Penalty: 3776.308105
	Iteration 46Q: 3 clusters Score -1.419038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -14190370.000000 Penalty: 3776.308105
	Iteration 47Q: 3 clusters Score -1.419037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109923 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14190357.000000 Penalty: 3776.308105
	Iteration 48Q: 3 clusters Score -1.419036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -14190352.000000 Penalty: 3776.308105
	Iteration 49Q: 3 clusters Score -1.419035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14190354.000000 Penalty: 3776.308105
	Iteration 50Q: 3 clusters Score -1.419035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14190350.000000 Penalty: 3776.308105
	Iteration 51Q: 3 clusters Score -1.419035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14190350.000000 Penalty: 3776.308105
	Iteration 52F: 3 clusters Score -1.419035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Entering Unmasked Estep 
Score: -14205315.000000 Penalty: 1886.048462
	Iteration 0F: 2 clusters Score -1.420532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -14140784.000000 Penalty: 3772.096924
	Iteration 0F: 3 clusters Score -1.414078e+07 nChanged 52616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -14171607.000000 Penalty: 3772.096924
	Iteration 1F: 3 clusters Score -1.417161e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -14172464.000000 Penalty: 3772.096924
	Iteration 2Q: 3 clusters Score -1.417246e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -14173712.000000 Penalty: 3772.096924
	Iteration 3Q: 3 clusters Score -1.417371e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -14175742.000000 Penalty: 3772.096924
	Iteration 4Q: 3 clusters Score -1.417574e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -14178847.000000 Penalty: 3772.096924
	Iteration 5F: 3 clusters Score -1.417885e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -14183149.000000 Penalty: 3772.096924
	Iteration 6F: 3 clusters Score -1.418315e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -14187907.000000 Penalty: 3772.096924
	Iteration 7F: 3 clusters Score -1.418791e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -14192229.000000 Penalty: 3772.096924
	Iteration 8F: 3 clusters Score -1.419223e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -14195630.000000 Penalty: 3772.096924
	Iteration 9F: 3 clusters Score -1.419563e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98749 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -14198424.000000 Penalty: 3772.096924
	Iteration 10Q: 3 clusters Score -1.419842e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102229 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -14201333.000000 Penalty: 3772.096924
	Iteration 11Q: 3 clusters Score -1.420133e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -14203466.000000 Penalty: 3772.096924
	Iteration 12Q: 3 clusters Score -1.420347e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -14204348.000000 Penalty: 3772.096924
	Iteration 13Q: 3 clusters Score -1.420435e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -14204605.000000 Penalty: 3772.096924
	Iteration 14Q: 3 clusters Score -1.42046e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -14204744.000000 Penalty: 3772.096924
	Iteration 15Q: 3 clusters Score -1.420474e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -14204820.000000 Penalty: 3772.096924
	Iteration 16Q: 3 clusters Score -1.420482e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -14204879.000000 Penalty: 3772.096924
	Iteration 17Q: 3 clusters Score -1.420488e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -14204890.000000 Penalty: 3772.096924
	Iteration 18Q: 3 clusters Score -1.420489e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108358 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14204937.000000 Penalty: 3772.096924
	Iteration 19Q: 3 clusters Score -1.420494e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -14204932.000000 Penalty: 3772.096924
	Iteration 20F: 3 clusters Score -1.420493e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108427 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14204922.000000 Penalty: 3772.096924
	Iteration 21Q: 3 clusters Score -1.420492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108452 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14204922.000000 Penalty: 3772.096924
	Iteration 22Q: 3 clusters Score -1.420492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14204914.000000 Penalty: 3772.096924
	Iteration 23Q: 3 clusters Score -1.420491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14204906.000000 Penalty: 3772.096924
	Iteration 24Q: 3 clusters Score -1.420491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -14204900.000000 Penalty: 3772.096924
	Iteration 25Q: 3 clusters Score -1.42049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14204891.000000 Penalty: 3772.096924
	Iteration 26Q: 3 clusters Score -1.420489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -14204868.000000 Penalty: 3772.096924
	Iteration 27Q: 3 clusters Score -1.420487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -14204866.000000 Penalty: 3772.096924
	Iteration 28Q: 3 clusters Score -1.420487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14204872.000000 Penalty: 3772.096924
	Iteration 29Q: 3 clusters Score -1.420487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14204860.000000 Penalty: 3772.096924
	Iteration 30Q: 3 clusters Score -1.420486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -14204863.000000 Penalty: 3772.096924
	Iteration 31Q: 3 clusters Score -1.420486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -14204863.000000 Penalty: 3772.096924
	Iteration 32F: 3 clusters Score -1.420486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -36095.804688 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -36095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35166.613281 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -35166.61 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35435.617188 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -35435.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35777.085938 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -35777.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35930.382812 Penalty: 1964.626709
	Iteration 3F: 3 clusters Score -35930.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36023.890625 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -36023.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36065.570312 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -36065.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36109.074219 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -36109.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36117.726562 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -36117.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36117.726562 Penalty: 1964.626709
	Iteration 8F: 3 clusters Score -36117.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 92740 members 
Mstep: Class 3 contains 55723 members 
Mstep: Class 4 contains 111236 members 
Mstep: Class 5 contains 142 members 
Mstep: Class 6 contains 109804 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 35480 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26342 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 35424 members 
Mstep: Class 15 contains 101304 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 19 contains 2701 members 
Entering Unmasked Estep 
Score: -72786072.000000 Penalty: 36656.769531
Splitting cluster 7 changes total score from -72787288.000000 to -72786072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (35480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Entering Unmasked Estep 
Score: -4605229.500000 Penalty: 1702.467773
	Iteration 0F: 2 clusters Score -4605230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4581562.000000 Penalty: 3404.935547
	Iteration 0F: 3 clusters Score -4581562 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4590866.500000 Penalty: 3404.935547
	Iteration 1F: 3 clusters Score -4590866 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4591314.500000 Penalty: 3404.935547
	Iteration 2Q: 3 clusters Score -4591314 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4591690.500000 Penalty: 3404.935547
	Iteration 3Q: 3 clusters Score -4591690 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4592065.500000 Penalty: 3404.935547
	Iteration 4Q: 3 clusters Score -4592066 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4592442.500000 Penalty: 3404.935547
	Iteration 5Q: 3 clusters Score -4592442 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4592872.000000 Penalty: 3404.935547
	Iteration 6Q: 3 clusters Score -4592872 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -4593480.000000 Penalty: 3404.935547
	Iteration 7Q: 3 clusters Score -4593480 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -4594337.500000 Penalty: 3404.935547
	Iteration 8Q: 3 clusters Score -4594338 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4595464.500000 Penalty: 3404.935547
	Iteration 9Q: 3 clusters Score -4595464 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -4596856.000000 Penalty: 3404.935547
	Iteration 10Q: 3 clusters Score -4596856 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4598289.000000 Penalty: 3404.935547
	Iteration 11F: 3 clusters Score -4598289 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -4599307.000000 Penalty: 3404.935547
	Iteration 12Q: 3 clusters Score -4599307 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4599878.500000 Penalty: 3404.935547
	Iteration 13Q: 3 clusters Score -4599878 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -4600165.000000 Penalty: 3404.935547
	Iteration 14Q: 3 clusters Score -4600165 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -4600416.000000 Penalty: 3404.935547
	Iteration 15Q: 3 clusters Score -4600416 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -4600575.500000 Penalty: 3404.935547
	Iteration 16Q: 3 clusters Score -4600576 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4600747.000000 Penalty: 3404.935547
	Iteration 17Q: 3 clusters Score -4600747 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -4600896.000000 Penalty: 3404.935547
	Iteration 18Q: 3 clusters Score -4600896 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4601037.000000 Penalty: 3404.935547
	Iteration 19Q: 3 clusters Score -4601037 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4601175.500000 Penalty: 3404.935547
	Iteration 20F: 3 clusters Score -4601176 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4601312.500000 Penalty: 3404.935547
	Iteration 21Q: 3 clusters Score -4601312 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -4601449.500000 Penalty: 3404.935547
	Iteration 22Q: 3 clusters Score -4601450 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4601582.500000 Penalty: 3404.935547
	Iteration 23Q: 3 clusters Score -4601582 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4601709.000000 Penalty: 3404.935547
	Iteration 24Q: 3 clusters Score -4601709 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4601850.500000 Penalty: 3404.935547
	Iteration 25Q: 3 clusters Score -4601850 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -4601969.000000 Penalty: 3404.935547
	Iteration 26Q: 3 clusters Score -4601969 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4602089.500000 Penalty: 3404.935547
	Iteration 27Q: 3 clusters Score -4602090 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4602218.500000 Penalty: 3404.935547
	Iteration 28Q: 3 clusters Score -4602218 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4602312.500000 Penalty: 3404.935547
	Iteration 29Q: 3 clusters Score -4602312 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -4602420.000000 Penalty: 3404.935547
	Iteration 30Q: 3 clusters Score -4602420 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4602498.500000 Penalty: 3404.935547
	Iteration 31Q: 3 clusters Score -4602498 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -4602586.500000 Penalty: 3404.935547
	Iteration 32Q: 3 clusters Score -4602586 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4602660.000000 Penalty: 3404.935547
	Iteration 33Q: 3 clusters Score -4602660 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4602739.500000 Penalty: 3404.935547
	Iteration 34Q: 3 clusters Score -4602740 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -4602821.500000 Penalty: 3404.935547
	Iteration 35Q: 3 clusters Score -4602822 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4602877.000000 Penalty: 3404.935547
	Iteration 36Q: 3 clusters Score -4602877 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4602980.000000 Penalty: 3404.935547
	Iteration 37Q: 3 clusters Score -4602980 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4603081.500000 Penalty: 3404.935547
	Iteration 38Q: 3 clusters Score -4603082 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4603177.000000 Penalty: 3404.935547
	Iteration 39Q: 3 clusters Score -4603177 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4603263.500000 Penalty: 3404.935547
	Iteration 40F: 3 clusters Score -4603264 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4603335.500000 Penalty: 3404.935547
	Iteration 41Q: 3 clusters Score -4603336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4603397.000000 Penalty: 3404.935547
	Iteration 42Q: 3 clusters Score -4603397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4603432.500000 Penalty: 3404.935547
	Iteration 43Q: 3 clusters Score -4603432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4603477.000000 Penalty: 3404.935547
	Iteration 44Q: 3 clusters Score -4603477 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4603499.000000 Penalty: 3404.935547
	Iteration 45Q: 3 clusters Score -4603499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4603534.500000 Penalty: 3404.935547
	Iteration 46Q: 3 clusters Score -4603534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4603571.000000 Penalty: 3404.935547
	Iteration 47Q: 3 clusters Score -4603571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4603590.500000 Penalty: 3404.935547
	Iteration 48Q: 3 clusters Score -4603590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4603609.000000 Penalty: 3404.935547
	Iteration 49Q: 3 clusters Score -4603609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4603616.500000 Penalty: 3404.935547
	Iteration 50Q: 3 clusters Score -4603616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4603616.000000 Penalty: 3404.935547
	Iteration 51Q: 3 clusters Score -4603616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -4603631.000000 Penalty: 3404.935547
	Iteration 52Q: 3 clusters Score -4603631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4603633.500000 Penalty: 3404.935547
	Iteration 53Q: 3 clusters Score -4603634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -4603634.000000 Penalty: 3404.935547
	Iteration 54Q: 3 clusters Score -4603634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4603638.000000 Penalty: 3404.935547
	Iteration 55Q: 3 clusters Score -4603638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4603652.000000 Penalty: 3404.935547
	Iteration 56Q: 3 clusters Score -4603652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4603654.500000 Penalty: 3404.935547
	Iteration 57Q: 3 clusters Score -4603654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4603667.500000 Penalty: 3404.935547
	Iteration 58Q: 3 clusters Score -4603668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4603670.500000 Penalty: 3404.935547
	Iteration 59Q: 3 clusters Score -4603670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4603676.500000 Penalty: 3404.935547
	Iteration 60F: 3 clusters Score -4603676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4603681.500000 Penalty: 3404.935547
	Iteration 61Q: 3 clusters Score -4603682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4603684.500000 Penalty: 3404.935547
	Iteration 62Q: 3 clusters Score -4603684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -4603689.500000 Penalty: 3404.935547
	Iteration 63Q: 3 clusters Score -4603690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4603701.000000 Penalty: 3404.935547
	Iteration 64Q: 3 clusters Score -4603701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4603706.500000 Penalty: 3404.935547
	Iteration 65Q: 3 clusters Score -4603706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4603707.500000 Penalty: 3404.935547
	Iteration 66Q: 3 clusters Score -4603708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4603715.500000 Penalty: 3404.935547
	Iteration 67Q: 3 clusters Score -4603716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4603713.000000 Penalty: 3404.935547
	Iteration 68Q: 3 clusters Score -4603713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4603720.000000 Penalty: 3404.935547
	Iteration 69Q: 3 clusters Score -4603720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4603724.500000 Penalty: 3404.935547
	Iteration 70Q: 3 clusters Score -4603724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -4603722.000000 Penalty: 3404.935547
	Iteration 71Q: 3 clusters Score -4603722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4603722.500000 Penalty: 3404.935547
	Iteration 72Q: 3 clusters Score -4603722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4603722.000000 Penalty: 3404.935547
	Iteration 73Q: 3 clusters Score -4603722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4603729.000000 Penalty: 3404.935547
	Iteration 74Q: 3 clusters Score -4603729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4603732.500000 Penalty: 3404.935547
	Iteration 75Q: 3 clusters Score -4603732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4603729.500000 Penalty: 3404.935547
	Iteration 76Q: 3 clusters Score -4603730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4603735.000000 Penalty: 3404.935547
	Iteration 77Q: 3 clusters Score -4603735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4603739.000000 Penalty: 3404.935547
	Iteration 78Q: 3 clusters Score -4603739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -4603739.000000 Penalty: 3404.935547
	Iteration 79Q: 3 clusters Score -4603739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4603742.500000 Penalty: 3404.935547
	Iteration 80F: 3 clusters Score -4603742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4603742.500000 Penalty: 3404.935547
	Iteration 81Q: 3 clusters Score -4603742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4603742.500000 Penalty: 3404.935547
	Iteration 82F: 3 clusters Score -4603742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -55957.558594 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -55957.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54934.859375 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -54934.86 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55452.929688 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -55452.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55663.246094 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -55663.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55810.804688 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -55810.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55864.125000 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -55864.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55899.308594 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -55899.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55918.285156 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -55918.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55935.949219 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -55935.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55951.656250 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -55951.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55970.792969 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -55970.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55998.617188 Penalty: 2029.354248
	Iteration 10Q: 3 clusters Score -55998.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56028.089844 Penalty: 2029.354248
	Iteration 11Q: 3 clusters Score -56028.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56038.667969 Penalty: 2029.354248
	Iteration 12Q: 3 clusters Score -56038.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56045.429688 Penalty: 2029.354248
	Iteration 13Q: 3 clusters Score -56045.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56049.121094 Penalty: 2029.354248
	Iteration 14Q: 3 clusters Score -56049.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56049.843750 Penalty: 2029.354248
	Iteration 15Q: 3 clusters Score -56049.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56052.300781 Penalty: 2029.354248
	Iteration 16F: 3 clusters Score -56052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56060.714844 Penalty: 2029.354248
	Iteration 17Q: 3 clusters Score -56060.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56068.699219 Penalty: 2029.354248
	Iteration 18Q: 3 clusters Score -56068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56076.898438 Penalty: 2029.354248
	Iteration 19Q: 3 clusters Score -56076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56076.898438 Penalty: 2029.354248
	Iteration 20F: 3 clusters Score -56076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 92740 members 
Mstep: Class 3 contains 55723 members 
Mstep: Class 4 contains 111236 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 109804 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 35480 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 26342 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 35424 members 
Mstep: Class 15 contains 101304 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 19 contains 2701 members 
Entering Unmasked Estep 
Score: -72786192.000000 Penalty: 36656.769531
Splitting cluster 9 changes total score from -72787288.000000 to -72786192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (26342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Entering Unmasked Estep 
Score: -3310241.500000 Penalty: 1654.074463
	Iteration 0F: 2 clusters Score -3310242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3292407.000000 Penalty: 3308.148926
	Iteration 0F: 3 clusters Score -3292407 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3299091.250000 Penalty: 3308.148926
	Iteration 1F: 3 clusters Score -3299091 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3299492.000000 Penalty: 3308.148926
	Iteration 2Q: 3 clusters Score -3299492 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3299865.750000 Penalty: 3308.148926
	Iteration 3Q: 3 clusters Score -3299866 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3300188.750000 Penalty: 3308.148926
	Iteration 4Q: 3 clusters Score -3300189 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3300497.250000 Penalty: 3308.148926
	Iteration 5Q: 3 clusters Score -3300497 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3300820.250000 Penalty: 3308.148926
	Iteration 6Q: 3 clusters Score -3300820 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3301139.500000 Penalty: 3308.148926
	Iteration 7Q: 3 clusters Score -3301140 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3301453.250000 Penalty: 3308.148926
	Iteration 8Q: 3 clusters Score -3301453 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3301749.500000 Penalty: 3308.148926
	Iteration 9Q: 3 clusters Score -3301750 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3302043.250000 Penalty: 3308.148926
	Iteration 10Q: 3 clusters Score -3302043 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3302269.500000 Penalty: 3308.148926
	Iteration 11Q: 3 clusters Score -3302270 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3302474.500000 Penalty: 3308.148926
	Iteration 12Q: 3 clusters Score -3302474 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3302635.250000 Penalty: 3308.148926
	Iteration 13Q: 3 clusters Score -3302635 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3302790.250000 Penalty: 3308.148926
	Iteration 14Q: 3 clusters Score -3302790 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3302906.500000 Penalty: 3308.148926
	Iteration 15Q: 3 clusters Score -3302906 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3302984.250000 Penalty: 3308.148926
	Iteration 16Q: 3 clusters Score -3302984 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3303088.000000 Penalty: 3308.148926
	Iteration 17Q: 3 clusters Score -3303088 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3303181.000000 Penalty: 3308.148926
	Iteration 18Q: 3 clusters Score -3303181 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3303301.750000 Penalty: 3308.148926
	Iteration 19Q: 3 clusters Score -3303302 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3303435.500000 Penalty: 3308.148926
	Iteration 20F: 3 clusters Score -3303436 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3303610.000000 Penalty: 3308.148926
	Iteration 21Q: 3 clusters Score -3303610 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3303830.500000 Penalty: 3308.148926
	Iteration 22Q: 3 clusters Score -3303830 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3304146.750000 Penalty: 3308.148926
	Iteration 23Q: 3 clusters Score -3304147 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3304615.500000 Penalty: 3308.148926
	Iteration 24Q: 3 clusters Score -3304616 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3305311.000000 Penalty: 3308.148926
	Iteration 25Q: 3 clusters Score -3305311 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3306284.500000 Penalty: 3308.148926
	Iteration 26Q: 3 clusters Score -3306284 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3307191.250000 Penalty: 3308.148926
	Iteration 27Q: 3 clusters Score -3307191 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3307808.750000 Penalty: 3308.148926
	Iteration 28Q: 3 clusters Score -3307809 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3308146.750000 Penalty: 3308.148926
	Iteration 29Q: 3 clusters Score -3308147 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3308352.750000 Penalty: 3308.148926
	Iteration 30Q: 3 clusters Score -3308353 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3308496.250000 Penalty: 3308.148926
	Iteration 31Q: 3 clusters Score -3308496 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3308618.000000 Penalty: 3308.148926
	Iteration 32Q: 3 clusters Score -3308618 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3308717.750000 Penalty: 3308.148926
	Iteration 33Q: 3 clusters Score -3308718 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3308811.000000 Penalty: 3308.148926
	Iteration 34Q: 3 clusters Score -3308811 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3308879.250000 Penalty: 3308.148926
	Iteration 35Q: 3 clusters Score -3308879 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3308947.750000 Penalty: 3308.148926
	Iteration 36Q: 3 clusters Score -3308948 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3309024.500000 Penalty: 3308.148926
	Iteration 37Q: 3 clusters Score -3309024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3309064.000000 Penalty: 3308.148926
	Iteration 38Q: 3 clusters Score -3309064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3309090.750000 Penalty: 3308.148926
	Iteration 39Q: 3 clusters Score -3309091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3309137.750000 Penalty: 3308.148926
	Iteration 40F: 3 clusters Score -3309138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3309179.500000 Penalty: 3308.148926
	Iteration 41Q: 3 clusters Score -3309180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3309218.750000 Penalty: 3308.148926
	Iteration 42Q: 3 clusters Score -3309219 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3309255.750000 Penalty: 3308.148926
	Iteration 43Q: 3 clusters Score -3309256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3309278.500000 Penalty: 3308.148926
	Iteration 44Q: 3 clusters Score -3309278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3309301.500000 Penalty: 3308.148926
	Iteration 45Q: 3 clusters Score -3309302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3309318.500000 Penalty: 3308.148926
	Iteration 46Q: 3 clusters Score -3309318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3309351.500000 Penalty: 3308.148926
	Iteration 47Q: 3 clusters Score -3309352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3309379.500000 Penalty: 3308.148926
	Iteration 48Q: 3 clusters Score -3309380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3309407.250000 Penalty: 3308.148926
	Iteration 49Q: 3 clusters Score -3309407 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3309430.750000 Penalty: 3308.148926
	Iteration 50Q: 3 clusters Score -3309431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3309482.750000 Penalty: 3308.148926
	Iteration 51Q: 3 clusters Score -3309483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3309546.250000 Penalty: 3308.148926
	Iteration 52Q: 3 clusters Score -3309546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3309581.000000 Penalty: 3308.148926
	Iteration 53Q: 3 clusters Score -3309581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3309607.500000 Penalty: 3308.148926
	Iteration 54Q: 3 clusters Score -3309608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3309616.750000 Penalty: 3308.148926
	Iteration 55Q: 3 clusters Score -3309617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3309638.750000 Penalty: 3308.148926
	Iteration 56Q: 3 clusters Score -3309639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3309642.750000 Penalty: 3308.148926
	Iteration 57Q: 3 clusters Score -3309643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3309645.250000 Penalty: 3308.148926
	Iteration 58Q: 3 clusters Score -3309645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3309651.250000 Penalty: 3308.148926
	Iteration 59Q: 3 clusters Score -3309651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3309649.250000 Penalty: 3308.148926
	Iteration 60F: 3 clusters Score -3309649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3309648.250000 Penalty: 3308.148926
	Iteration 61Q: 3 clusters Score -3309648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3309645.000000 Penalty: 3308.148926
	Iteration 62Q: 3 clusters Score -3309645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3309645.500000 Penalty: 3308.148926
	Iteration 63Q: 3 clusters Score -3309646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3309645.500000 Penalty: 3308.148926
	Iteration 64F: 3 clusters Score -3309646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -452921.843750 Penalty: 1334.056763
	Iteration 0F: 2 clusters Score -452921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -449786.000000 Penalty: 2668.113525
	Iteration 0F: 3 clusters Score -449786 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -450706.343750 Penalty: 2668.113525
	Iteration 1F: 3 clusters Score -450706.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -451058.000000 Penalty: 2668.113525
	Iteration 2F: 3 clusters Score -451058 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -451372.687500 Penalty: 2668.113525
	Iteration 3F: 3 clusters Score -451372.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -451728.750000 Penalty: 2668.113525
	Iteration 4F: 3 clusters Score -451728.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -452017.781250 Penalty: 2668.113525
	Iteration 5F: 3 clusters Score -452017.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -452177.687500 Penalty: 2668.113525
	Iteration 6Q: 3 clusters Score -452177.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -452268.312500 Penalty: 2668.113525
	Iteration 7Q: 3 clusters Score -452268.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -452314.843750 Penalty: 2668.113525
	Iteration 8Q: 3 clusters Score -452314.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -452343.781250 Penalty: 2668.113525
	Iteration 9Q: 3 clusters Score -452343.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -452363.218750 Penalty: 2668.113525
	Iteration 10Q: 3 clusters Score -452363.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -452376.968750 Penalty: 2668.113525
	Iteration 11Q: 3 clusters Score -452377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -452387.718750 Penalty: 2668.113525
	Iteration 12Q: 3 clusters Score -452387.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -452393.687500 Penalty: 2668.113525
	Iteration 13Q: 3 clusters Score -452393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -452397.875000 Penalty: 2668.113525
	Iteration 14Q: 3 clusters Score -452397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -452401.031250 Penalty: 2668.113525
	Iteration 15Q: 3 clusters Score -452401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -452404.718750 Penalty: 2668.113525
	Iteration 16Q: 3 clusters Score -452404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -452404.125000 Penalty: 2668.113525
	Iteration 17Q: 3 clusters Score -452404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -452404.125000 Penalty: 2668.113525
	Iteration 18F: 3 clusters Score -452404.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -8223.180664 Penalty: 885.793762
	Iteration 0F: 2 clusters Score -8223.181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7534.218750 Penalty: 1771.587524
	Iteration 0F: 3 clusters Score -7534.219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7697.042969 Penalty: 1771.587524
	Iteration 1F: 3 clusters Score -7697.043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7856.074707 Penalty: 1771.587524
	Iteration 2F: 3 clusters Score -7856.075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7923.549805 Penalty: 1771.587524
	Iteration 3Q: 3 clusters Score -7923.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7956.612305 Penalty: 1771.587524
	Iteration 4Q: 3 clusters Score -7956.612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7971.137207 Penalty: 1771.587524
	Iteration 5Q: 3 clusters Score -7971.137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8016.029785 Penalty: 1771.587524
	Iteration 6Q: 3 clusters Score -8016.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8056.463379 Penalty: 1771.587524
	Iteration 7Q: 3 clusters Score -8056.463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8110.963867 Penalty: 1771.587524
	Iteration 8Q: 3 clusters Score -8110.964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8110.963867 Penalty: 1771.587524
	Iteration 9F: 3 clusters Score -8110.964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -18152.337891 Penalty: 924.133545
	Iteration 0F: 2 clusters Score -18152.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17375.087891 Penalty: 1848.267090
	Iteration 0F: 3 clusters Score -17375.09 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17774.968750 Penalty: 1848.267090
	Iteration 1F: 3 clusters Score -17774.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18108.140625 Penalty: 1848.267090
	Iteration 2F: 3 clusters Score -18108.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18299.052734 Penalty: 1848.267090
	Iteration 3F: 3 clusters Score -18299.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18453.708984 Penalty: 1848.267090
	Iteration 4F: 3 clusters Score -18453.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18522.339844 Penalty: 1848.267090
	Iteration 5Q: 3 clusters Score -18522.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18532.685547 Penalty: 1848.267090
	Iteration 6Q: 3 clusters Score -18532.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18544.650391 Penalty: 1848.267090
	Iteration 7Q: 3 clusters Score -18544.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18544.650391 Penalty: 1848.267090
	Iteration 8F: 3 clusters Score -18544.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 92740 members 
Mstep: Class 3 contains 55723 members 
Mstep: Class 4 contains 111236 members 
Mstep: Class 5 contains 113 members 
Mstep: Class 6 contains 109804 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 35480 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26342 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 182 members 
Mstep: Class 14 contains 35424 members 
Mstep: Class 15 contains 101304 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 19 contains 2701 members 
Entering Unmasked Estep 
Score: -72786360.000000 Penalty: 36656.769531
Splitting cluster 13 changes total score from -72787288.000000 to -72786360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (35424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Entering Unmasked Estep 
Score: -4506121.500000 Penalty: 1702.210938
	Iteration 0F: 2 clusters Score -4506122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4482531.500000 Penalty: 3404.421875
	Iteration 0F: 3 clusters Score -4482532 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -4491610.500000 Penalty: 3404.421875
	Iteration 1F: 3 clusters Score -4491610 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4492060.500000 Penalty: 3404.421875
	Iteration 2Q: 3 clusters Score -4492060 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4492578.500000 Penalty: 3404.421875
	Iteration 3Q: 3 clusters Score -4492578 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4493246.000000 Penalty: 3404.421875
	Iteration 4Q: 3 clusters Score -4493246 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4494103.500000 Penalty: 3404.421875
	Iteration 5Q: 3 clusters Score -4494104 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4495224.500000 Penalty: 3404.421875
	Iteration 6F: 3 clusters Score -4495224 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4496479.500000 Penalty: 3404.421875
	Iteration 7F: 3 clusters Score -4496480 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4497877.500000 Penalty: 3404.421875
	Iteration 8F: 3 clusters Score -4497878 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4499181.000000 Penalty: 3404.421875
	Iteration 9F: 3 clusters Score -4499181 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -4500126.000000 Penalty: 3404.421875
	Iteration 10Q: 3 clusters Score -4500126 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4500610.000000 Penalty: 3404.421875
	Iteration 11Q: 3 clusters Score -4500610 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4500805.500000 Penalty: 3404.421875
	Iteration 12Q: 3 clusters Score -4500806 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4500925.500000 Penalty: 3404.421875
	Iteration 13Q: 3 clusters Score -4500926 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4500985.000000 Penalty: 3404.421875
	Iteration 14Q: 3 clusters Score -4500985 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -4501083.000000 Penalty: 3404.421875
	Iteration 15Q: 3 clusters Score -4501083 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -4501155.500000 Penalty: 3404.421875
	Iteration 16Q: 3 clusters Score -4501156 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4501219.500000 Penalty: 3404.421875
	Iteration 17Q: 3 clusters Score -4501220 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4501294.500000 Penalty: 3404.421875
	Iteration 18Q: 3 clusters Score -4501294 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4501380.000000 Penalty: 3404.421875
	Iteration 19Q: 3 clusters Score -4501380 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4501437.000000 Penalty: 3404.421875
	Iteration 20F: 3 clusters Score -4501437 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4501531.500000 Penalty: 3404.421875
	Iteration 21Q: 3 clusters Score -4501532 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -4501624.000000 Penalty: 3404.421875
	Iteration 22Q: 3 clusters Score -4501624 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4501709.000000 Penalty: 3404.421875
	Iteration 23Q: 3 clusters Score -4501709 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4501782.000000 Penalty: 3404.421875
	Iteration 24Q: 3 clusters Score -4501782 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4501882.000000 Penalty: 3404.421875
	Iteration 25Q: 3 clusters Score -4501882 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4501979.000000 Penalty: 3404.421875
	Iteration 26Q: 3 clusters Score -4501979 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4502091.500000 Penalty: 3404.421875
	Iteration 27Q: 3 clusters Score -4502092 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4502185.000000 Penalty: 3404.421875
	Iteration 28Q: 3 clusters Score -4502185 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -4502279.000000 Penalty: 3404.421875
	Iteration 29Q: 3 clusters Score -4502279 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4502364.000000 Penalty: 3404.421875
	Iteration 30Q: 3 clusters Score -4502364 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -4502423.500000 Penalty: 3404.421875
	Iteration 31Q: 3 clusters Score -4502424 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -4502481.500000 Penalty: 3404.421875
	Iteration 32Q: 3 clusters Score -4502482 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4502546.500000 Penalty: 3404.421875
	Iteration 33Q: 3 clusters Score -4502546 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4502621.000000 Penalty: 3404.421875
	Iteration 34Q: 3 clusters Score -4502621 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4502660.000000 Penalty: 3404.421875
	Iteration 35Q: 3 clusters Score -4502660 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -4502729.500000 Penalty: 3404.421875
	Iteration 36Q: 3 clusters Score -4502730 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4502815.500000 Penalty: 3404.421875
	Iteration 37Q: 3 clusters Score -4502816 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -4502859.000000 Penalty: 3404.421875
	Iteration 38Q: 3 clusters Score -4502859 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4502919.500000 Penalty: 3404.421875
	Iteration 39Q: 3 clusters Score -4502920 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -4502970.000000 Penalty: 3404.421875
	Iteration 40F: 3 clusters Score -4502970 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -4503044.000000 Penalty: 3404.421875
	Iteration 41Q: 3 clusters Score -4503044 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4503121.500000 Penalty: 3404.421875
	Iteration 42Q: 3 clusters Score -4503122 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4503163.500000 Penalty: 3404.421875
	Iteration 43Q: 3 clusters Score -4503164 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -4503227.500000 Penalty: 3404.421875
	Iteration 44Q: 3 clusters Score -4503228 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4503284.500000 Penalty: 3404.421875
	Iteration 45Q: 3 clusters Score -4503284 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4503324.500000 Penalty: 3404.421875
	Iteration 46Q: 3 clusters Score -4503324 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4503375.500000 Penalty: 3404.421875
	Iteration 47Q: 3 clusters Score -4503376 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4503418.000000 Penalty: 3404.421875
	Iteration 48Q: 3 clusters Score -4503418 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4503453.500000 Penalty: 3404.421875
	Iteration 49Q: 3 clusters Score -4503454 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4503512.500000 Penalty: 3404.421875
	Iteration 50Q: 3 clusters Score -4503512 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -4503534.500000 Penalty: 3404.421875
	Iteration 51Q: 3 clusters Score -4503534 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -4503579.500000 Penalty: 3404.421875
	Iteration 52Q: 3 clusters Score -4503580 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -4503603.000000 Penalty: 3404.421875
	Iteration 53Q: 3 clusters Score -4503603 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4503640.500000 Penalty: 3404.421875
	Iteration 54Q: 3 clusters Score -4503640 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4503669.500000 Penalty: 3404.421875
	Iteration 55Q: 3 clusters Score -4503670 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -4503720.000000 Penalty: 3404.421875
	Iteration 56Q: 3 clusters Score -4503720 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -4503754.000000 Penalty: 3404.421875
	Iteration 57Q: 3 clusters Score -4503754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -4503786.500000 Penalty: 3404.421875
	Iteration 58Q: 3 clusters Score -4503786 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -4503816.000000 Penalty: 3404.421875
	Iteration 59Q: 3 clusters Score -4503816 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4503830.500000 Penalty: 3404.421875
	Iteration 60F: 3 clusters Score -4503830 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4503848.500000 Penalty: 3404.421875
	Iteration 61Q: 3 clusters Score -4503848 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4503884.500000 Penalty: 3404.421875
	Iteration 62Q: 3 clusters Score -4503884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4503907.500000 Penalty: 3404.421875
	Iteration 63Q: 3 clusters Score -4503908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4503914.000000 Penalty: 3404.421875
	Iteration 64Q: 3 clusters Score -4503914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4503924.500000 Penalty: 3404.421875
	Iteration 65Q: 3 clusters Score -4503924 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -4503948.000000 Penalty: 3404.421875
	Iteration 66Q: 3 clusters Score -4503948 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4503976.500000 Penalty: 3404.421875
	Iteration 67Q: 3 clusters Score -4503976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4503986.000000 Penalty: 3404.421875
	Iteration 68Q: 3 clusters Score -4503986 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4504003.000000 Penalty: 3404.421875
	Iteration 69Q: 3 clusters Score -4504003 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4504035.000000 Penalty: 3404.421875
	Iteration 70Q: 3 clusters Score -4504035 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -4504065.500000 Penalty: 3404.421875
	Iteration 71Q: 3 clusters Score -4504066 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4504074.000000 Penalty: 3404.421875
	Iteration 72Q: 3 clusters Score -4504074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4504110.000000 Penalty: 3404.421875
	Iteration 73Q: 3 clusters Score -4504110 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4504141.500000 Penalty: 3404.421875
	Iteration 74Q: 3 clusters Score -4504142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4504153.500000 Penalty: 3404.421875
	Iteration 75Q: 3 clusters Score -4504154 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4504163.500000 Penalty: 3404.421875
	Iteration 76Q: 3 clusters Score -4504164 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4504181.500000 Penalty: 3404.421875
	Iteration 77Q: 3 clusters Score -4504182 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4504205.500000 Penalty: 3404.421875
	Iteration 78Q: 3 clusters Score -4504206 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4504233.500000 Penalty: 3404.421875
	Iteration 79Q: 3 clusters Score -4504234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4504259.500000 Penalty: 3404.421875
	Iteration 80F: 3 clusters Score -4504260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -4504299.000000 Penalty: 3404.421875
	Iteration 81Q: 3 clusters Score -4504299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -4504317.000000 Penalty: 3404.421875
	Iteration 82Q: 3 clusters Score -4504317 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4504347.500000 Penalty: 3404.421875
	Iteration 83Q: 3 clusters Score -4504348 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4504377.000000 Penalty: 3404.421875
	Iteration 84Q: 3 clusters Score -4504377 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4504406.500000 Penalty: 3404.421875
	Iteration 85Q: 3 clusters Score -4504406 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4504443.500000 Penalty: 3404.421875
	Iteration 86Q: 3 clusters Score -4504444 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4504495.500000 Penalty: 3404.421875
	Iteration 87Q: 3 clusters Score -4504496 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4504524.000000 Penalty: 3404.421875
	Iteration 88Q: 3 clusters Score -4504524 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4504540.500000 Penalty: 3404.421875
	Iteration 89Q: 3 clusters Score -4504540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4504558.500000 Penalty: 3404.421875
	Iteration 90Q: 3 clusters Score -4504558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4504578.000000 Penalty: 3404.421875
	Iteration 91Q: 3 clusters Score -4504578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4504586.000000 Penalty: 3404.421875
	Iteration 92Q: 3 clusters Score -4504586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -4504598.000000 Penalty: 3404.421875
	Iteration 93Q: 3 clusters Score -4504598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4504609.500000 Penalty: 3404.421875
	Iteration 94Q: 3 clusters Score -4504610 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4504647.000000 Penalty: 3404.421875
	Iteration 95Q: 3 clusters Score -4504647 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4504654.000000 Penalty: 3404.421875
	Iteration 96Q: 3 clusters Score -4504654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4504678.000000 Penalty: 3404.421875
	Iteration 97Q: 3 clusters Score -4504678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4504699.500000 Penalty: 3404.421875
	Iteration 98Q: 3 clusters Score -4504700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -4504710.000000 Penalty: 3404.421875
	Iteration 99Q: 3 clusters Score -4504710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4504724.000000 Penalty: 3404.421875
	Iteration 100F: 3 clusters Score -4504724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4504736.000000 Penalty: 3404.421875
	Iteration 101Q: 3 clusters Score -4504736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4504757.500000 Penalty: 3404.421875
	Iteration 102Q: 3 clusters Score -4504758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4504759.000000 Penalty: 3404.421875
	Iteration 103Q: 3 clusters Score -4504759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4504767.500000 Penalty: 3404.421875
	Iteration 104Q: 3 clusters Score -4504768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4504784.000000 Penalty: 3404.421875
	Iteration 105Q: 3 clusters Score -4504784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -4504781.500000 Penalty: 3404.421875
	Iteration 106Q: 3 clusters Score -4504782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4504782.000000 Penalty: 3404.421875
	Iteration 107Q: 3 clusters Score -4504782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4504784.500000 Penalty: 3404.421875
	Iteration 108Q: 3 clusters Score -4504784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4504784.500000 Penalty: 3404.421875
	Iteration 109Q: 3 clusters Score -4504784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4504791.000000 Penalty: 3404.421875
	Iteration 110Q: 3 clusters Score -4504791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4504798.500000 Penalty: 3404.421875
	Iteration 111Q: 3 clusters Score -4504798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4504803.500000 Penalty: 3404.421875
	Iteration 112Q: 3 clusters Score -4504804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4504808.500000 Penalty: 3404.421875
	Iteration 113Q: 3 clusters Score -4504808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4504813.500000 Penalty: 3404.421875
	Iteration 114Q: 3 clusters Score -4504814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4504810.000000 Penalty: 3404.421875
	Iteration 115Q: 3 clusters Score -4504810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4504811.000000 Penalty: 3404.421875
	Iteration 116Q: 3 clusters Score -4504811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4504816.500000 Penalty: 3404.421875
	Iteration 117Q: 3 clusters Score -4504816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4504820.000000 Penalty: 3404.421875
	Iteration 118Q: 3 clusters Score -4504820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4504815.000000 Penalty: 3404.421875
	Iteration 119Q: 3 clusters Score -4504815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4504815.000000 Penalty: 3404.421875
	Iteration 120F: 3 clusters Score -4504815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101304 members 
Entering Unmasked Estep 
Score: -12865534.000000 Penalty: 1872.955688
	Iteration 0F: 2 clusters Score -1.286553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -12798460.000000 Penalty: 3745.911377
	Iteration 0F: 3 clusters Score -1.279846e+07 nChanged 48482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -12826773.000000 Penalty: 3745.911377
	Iteration 1F: 3 clusters Score -1.282677e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -12827721.000000 Penalty: 3745.911377
	Iteration 2Q: 3 clusters Score -1.282772e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -12828896.000000 Penalty: 3745.911377
	Iteration 3Q: 3 clusters Score -1.28289e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -12830670.000000 Penalty: 3745.911377
	Iteration 4Q: 3 clusters Score -1.283067e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -12832980.000000 Penalty: 3745.911377
	Iteration 5Q: 3 clusters Score -1.283298e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -12836217.000000 Penalty: 3745.911377
	Iteration 6F: 3 clusters Score -1.283622e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -12840676.000000 Penalty: 3745.911377
	Iteration 7F: 3 clusters Score -1.284068e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -12846334.000000 Penalty: 3745.911377
	Iteration 8F: 3 clusters Score -1.284633e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -12852309.000000 Penalty: 3745.911377
	Iteration 9F: 3 clusters Score -1.285231e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -12857561.000000 Penalty: 3745.911377
	Iteration 10F: 3 clusters Score -1.285756e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -12860945.000000 Penalty: 3745.911377
	Iteration 11Q: 3 clusters Score -1.286094e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 99478 members 
Entering Unmasked Estep 
Score: -12862606.000000 Penalty: 3745.911377
	Iteration 12Q: 3 clusters Score -1.286261e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 100458 members 
Entering Unmasked Estep 
Score: -12863388.000000 Penalty: 3745.911377
	Iteration 13Q: 3 clusters Score -1.286339e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 100826 members 
Entering Unmasked Estep 
Score: -12863641.000000 Penalty: 3745.911377
	Iteration 14Q: 3 clusters Score -1.286364e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -12863764.000000 Penalty: 3745.911377
	Iteration 15Q: 3 clusters Score -1.286376e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -12863856.000000 Penalty: 3745.911377
	Iteration 16Q: 3 clusters Score -1.286386e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -12863883.000000 Penalty: 3745.911377
	Iteration 17Q: 3 clusters Score -1.286388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -12863918.000000 Penalty: 3745.911377
	Iteration 18Q: 3 clusters Score -1.286392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -12863915.000000 Penalty: 3745.911377
	Iteration 19Q: 3 clusters Score -1.286392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -12863928.000000 Penalty: 3745.911377
	Iteration 20F: 3 clusters Score -1.286393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -12863924.000000 Penalty: 3745.911377
	Iteration 21Q: 3 clusters Score -1.286392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -12863940.000000 Penalty: 3745.911377
	Iteration 22Q: 3 clusters Score -1.286394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -12863939.000000 Penalty: 3745.911377
	Iteration 23Q: 3 clusters Score -1.286394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -12863935.000000 Penalty: 3745.911377
	Iteration 24Q: 3 clusters Score -1.286394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -12863952.000000 Penalty: 3745.911377
	Iteration 25Q: 3 clusters Score -1.286395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 101110 members 
Entering Unmasked Estep 
Score: -12863936.000000 Penalty: 3745.911377
	Iteration 26Q: 3 clusters Score -1.286394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 101110 members 
Entering Unmasked Estep 
Score: -12863936.000000 Penalty: 3745.911377
	Iteration 27F: 3 clusters Score -1.286394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -325340.437500 Penalty: 1270.821411
	Iteration 0F: 2 clusters Score -325340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -322971.218750 Penalty: 2541.642822
	Iteration 0F: 3 clusters Score -322971.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -323482.031250 Penalty: 2541.642822
	Iteration 1F: 3 clusters Score -323482 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -323594.093750 Penalty: 2541.642822
	Iteration 2F: 3 clusters Score -323594.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -323648.156250 Penalty: 2541.642822
	Iteration 3Q: 3 clusters Score -323648.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -323675.687500 Penalty: 2541.642822
	Iteration 4Q: 3 clusters Score -323675.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -323699.281250 Penalty: 2541.642822
	Iteration 5Q: 3 clusters Score -323699.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -323723.312500 Penalty: 2541.642822
	Iteration 6Q: 3 clusters Score -323723.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -323741.687500 Penalty: 2541.642822
	Iteration 7Q: 3 clusters Score -323741.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -323763.906250 Penalty: 2541.642822
	Iteration 8Q: 3 clusters Score -323763.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -323775.812500 Penalty: 2541.642822
	Iteration 9Q: 3 clusters Score -323775.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -323786.687500 Penalty: 2541.642822
	Iteration 10Q: 3 clusters Score -323786.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -323794.687500 Penalty: 2541.642822
	Iteration 11Q: 3 clusters Score -323794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -323799.812500 Penalty: 2541.642822
	Iteration 12Q: 3 clusters Score -323799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -323803.343750 Penalty: 2541.642822
	Iteration 13Q: 3 clusters Score -323803.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -323806.531250 Penalty: 2541.642822
	Iteration 14Q: 3 clusters Score -323806.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -323811.843750 Penalty: 2541.642822
	Iteration 15Q: 3 clusters Score -323811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -323812.531250 Penalty: 2541.642822
	Iteration 16Q: 3 clusters Score -323812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -323813.375000 Penalty: 2541.642822
	Iteration 17Q: 3 clusters Score -323813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -323813.875000 Penalty: 2541.642822
	Iteration 18Q: 3 clusters Score -323813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -323815.375000 Penalty: 2541.642822
	Iteration 19Q: 3 clusters Score -323815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -323816.281250 Penalty: 2541.642822
	Iteration 20F: 3 clusters Score -323816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -323816.687500 Penalty: 2541.642822
	Iteration 21Q: 3 clusters Score -323816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -323816.687500 Penalty: 2541.642822
	Iteration 22F: 3 clusters Score -323816.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -340384.531250 Penalty: 1283.973755
	Iteration 0F: 2 clusters Score -340384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -337840.906250 Penalty: 2567.947510
	Iteration 0F: 3 clusters Score -337840.9 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -338419.906250 Penalty: 2567.947510
	Iteration 1F: 3 clusters Score -338419.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -338534.218750 Penalty: 2567.947510
	Iteration 2F: 3 clusters Score -338534.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -338614.406250 Penalty: 2567.947510
	Iteration 3Q: 3 clusters Score -338614.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -338687.875000 Penalty: 2567.947510
	Iteration 4Q: 3 clusters Score -338687.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -338737.500000 Penalty: 2567.947510
	Iteration 5Q: 3 clusters Score -338737.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338768.781250 Penalty: 2567.947510
	Iteration 6Q: 3 clusters Score -338768.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -338793.062500 Penalty: 2567.947510
	Iteration 7Q: 3 clusters Score -338793.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -338823.187500 Penalty: 2567.947510
	Iteration 8Q: 3 clusters Score -338823.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -338844.750000 Penalty: 2567.947510
	Iteration 9Q: 3 clusters Score -338844.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -338863.500000 Penalty: 2567.947510
	Iteration 10Q: 3 clusters Score -338863.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -338887.656250 Penalty: 2567.947510
	Iteration 11Q: 3 clusters Score -338887.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -338917.656250 Penalty: 2567.947510
	Iteration 12Q: 3 clusters Score -338917.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -338938.125000 Penalty: 2567.947510
	Iteration 13Q: 3 clusters Score -338938.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -338961.343750 Penalty: 2567.947510
	Iteration 14Q: 3 clusters Score -338961.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -338983.937500 Penalty: 2567.947510
	Iteration 15Q: 3 clusters Score -338983.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -339006.312500 Penalty: 2567.947510
	Iteration 16Q: 3 clusters Score -339006.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -339023.968750 Penalty: 2567.947510
	Iteration 17Q: 3 clusters Score -339024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -339047.531250 Penalty: 2567.947510
	Iteration 18Q: 3 clusters Score -339047.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -339066.156250 Penalty: 2567.947510
	Iteration 19Q: 3 clusters Score -339066.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -339087.500000 Penalty: 2567.947510
	Iteration 20F: 3 clusters Score -339087.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -339113.125000 Penalty: 2567.947510
	Iteration 21Q: 3 clusters Score -339113.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -339144.625000 Penalty: 2567.947510
	Iteration 22Q: 3 clusters Score -339144.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -339174.875000 Penalty: 2567.947510
	Iteration 23Q: 3 clusters Score -339174.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -339191.968750 Penalty: 2567.947510
	Iteration 24Q: 3 clusters Score -339192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -339207.062500 Penalty: 2567.947510
	Iteration 25Q: 3 clusters Score -339207.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -339224.093750 Penalty: 2567.947510
	Iteration 26Q: 3 clusters Score -339224.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -339240.000000 Penalty: 2567.947510
	Iteration 27Q: 3 clusters Score -339240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -339250.937500 Penalty: 2567.947510
	Iteration 28Q: 3 clusters Score -339250.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -339259.750000 Penalty: 2567.947510
	Iteration 29Q: 3 clusters Score -339259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -339266.750000 Penalty: 2567.947510
	Iteration 30Q: 3 clusters Score -339266.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -339271.437500 Penalty: 2567.947510
	Iteration 31Q: 3 clusters Score -339271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -339273.406250 Penalty: 2567.947510
	Iteration 32Q: 3 clusters Score -339273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -339275.343750 Penalty: 2567.947510
	Iteration 33Q: 3 clusters Score -339275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -339278.343750 Penalty: 2567.947510
	Iteration 34Q: 3 clusters Score -339278.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -339279.781250 Penalty: 2567.947510
	Iteration 35Q: 3 clusters Score -339279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -339280.593750 Penalty: 2567.947510
	Iteration 36Q: 3 clusters Score -339280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -339280.593750 Penalty: 2567.947510
	Iteration 37F: 3 clusters Score -339280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 92740 members 
Mstep: Class 3 contains 55723 members 
Mstep: Class 4 contains 111236 members 
Mstep: Class 6 contains 109804 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 35480 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26342 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 35424 members 
Mstep: Class 15 contains 101304 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 19 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787328.000000 Penalty: 34500.488281
Iteration 79Q: 17 clusters Score -7.278733e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 92408 members 
Mstep: Class 3 contains 55810 members 
Mstep: Class 4 contains 111223 members 
Mstep: Class 6 contains 109788 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 36073 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26332 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 35165 members 
Mstep: Class 15 contains 101280 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 19 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787648.000000 Penalty: 34500.488281
Iteration 80F: 17 clusters Score -7.278765e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 92044 members 
Mstep: Class 3 contains 55859 members 
Mstep: Class 4 contains 111169 members 
Mstep: Class 6 contains 109758 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26345 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 34946 members 
Mstep: Class 15 contains 101265 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 19 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787832.000000 Penalty: 34500.488281
Iteration 81Q: 17 clusters Score -7.278783e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 91602 members 
Mstep: Class 3 contains 55935 members 
Mstep: Class 4 contains 111157 members 
Mstep: Class 6 contains 109727 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 37439 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26362 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 34719 members 
Mstep: Class 15 contains 101208 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 19 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72788184.000000 Penalty: 34500.488281
Iteration 82Q: 17 clusters Score -7.278818e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 91210 members 
Mstep: Class 3 contains 56017 members 
Mstep: Class 4 contains 111163 members 
Mstep: Class 6 contains 109704 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 38088 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26373 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 34480 members 
Mstep: Class 15 contains 101155 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 19 contains 2548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72788240.000000 Penalty: 34500.488281
Iteration 83Q: 17 clusters Score -7.278824e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 90766 members 
Mstep: Class 3 contains 56108 members 
Mstep: Class 4 contains 111179 members 
Mstep: Class 6 contains 109689 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 38705 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26359 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 262 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 34279 members 
Mstep: Class 15 contains 101130 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 19 contains 2528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72788808.000000 Penalty: 34500.488281
Iteration 84Q: 17 clusters Score -7.278881e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 90334 members 
Mstep: Class 3 contains 56140 members 
Mstep: Class 4 contains 111179 members 
Mstep: Class 6 contains 109660 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 39336 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26357 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 265 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 34122 members 
Mstep: Class 15 contains 101113 members 
Mstep: Class 17 contains 2474 members 
Mstep: Class 19 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789112.000000 Penalty: 34500.488281
Iteration 85Q: 17 clusters Score -7.278911e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 89890 members 
Mstep: Class 3 contains 56150 members 
Mstep: Class 4 contains 111218 members 
Mstep: Class 6 contains 109633 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 39992 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26373 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 33967 members 
Mstep: Class 15 contains 101030 members 
Mstep: Class 17 contains 2476 members 
Mstep: Class 19 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789256.000000 Penalty: 34500.488281
Iteration 86Q: 17 clusters Score -7.278926e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 89402 members 
Mstep: Class 3 contains 56131 members 
Mstep: Class 4 contains 111234 members 
Mstep: Class 6 contains 109614 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 40641 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26398 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 268 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 33800 members 
Mstep: Class 15 contains 101048 members 
Mstep: Class 17 contains 2474 members 
Mstep: Class 19 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789520.000000 Penalty: 34500.488281
Iteration 87Q: 17 clusters Score -7.278952e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 88931 members 
Mstep: Class 3 contains 56102 members 
Mstep: Class 4 contains 111180 members 
Mstep: Class 6 contains 109594 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 41407 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26389 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 269 members 
Mstep: Class 13 contains 288 members 
Mstep: Class 14 contains 33664 members 
Mstep: Class 15 contains 101016 members 
Mstep: Class 17 contains 2467 members 
Mstep: Class 19 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789936.000000 Penalty: 34500.488281
Iteration 88Q: 17 clusters Score -7.278994e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 88444 members 
Mstep: Class 3 contains 56080 members 
Mstep: Class 4 contains 111093 members 
Mstep: Class 6 contains 109574 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 42192 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26376 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 33539 members 
Mstep: Class 15 contains 101000 members 
Mstep: Class 17 contains 2459 members 
Mstep: Class 19 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72790496.000000 Penalty: 34500.488281
Iteration 89Q: 17 clusters Score -7.27905e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 87927 members 
Mstep: Class 3 contains 56060 members 
Mstep: Class 4 contains 111097 members 
Mstep: Class 6 contains 109562 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 42991 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26369 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 33370 members 
Mstep: Class 15 contains 100941 members 
Mstep: Class 17 contains 2448 members 
Mstep: Class 19 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791064.000000 Penalty: 34500.488281
Iteration 90Q: 17 clusters Score -7.279106e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 87381 members 
Mstep: Class 3 contains 56042 members 
Mstep: Class 4 contains 111121 members 
Mstep: Class 6 contains 109546 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 43856 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26357 members 
Mstep: Class 11 contains 3729 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 33214 members 
Mstep: Class 15 contains 100817 members 
Mstep: Class 17 contains 2439 members 
Mstep: Class 19 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791232.000000 Penalty: 34500.488281
Iteration 91Q: 17 clusters Score -7.279123e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 86795 members 
Mstep: Class 3 contains 56012 members 
Mstep: Class 4 contains 111144 members 
Mstep: Class 6 contains 109543 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 44748 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 26361 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 33060 members 
Mstep: Class 15 contains 100685 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 19 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791280.000000 Penalty: 34500.488281
Iteration 92Q: 17 clusters Score -7.279128e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 86157 members 
Mstep: Class 3 contains 56018 members 
Mstep: Class 4 contains 111130 members 
Mstep: Class 6 contains 109557 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 45661 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26372 members 
Mstep: Class 11 contains 3735 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 32869 members 
Mstep: Class 15 contains 100604 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 19 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791304.000000 Penalty: 34500.488281
Iteration 93Q: 17 clusters Score -7.27913e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 85544 members 
Mstep: Class 3 contains 56001 members 
Mstep: Class 4 contains 111133 members 
Mstep: Class 6 contains 109548 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 46531 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26377 members 
Mstep: Class 11 contains 3738 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 32695 members 
Mstep: Class 15 contains 100546 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 19 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791912.000000 Penalty: 34500.488281
Iteration 94Q: 17 clusters Score -7.279191e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 84951 members 
Mstep: Class 3 contains 56004 members 
Mstep: Class 4 contains 111114 members 
Mstep: Class 6 contains 109556 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 47368 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26388 members 
Mstep: Class 11 contains 3740 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 32525 members 
Mstep: Class 15 contains 100476 members 
Mstep: Class 17 contains 2410 members 
Mstep: Class 19 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792200.000000 Penalty: 34500.488281
Iteration 95Q: 17 clusters Score -7.27922e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 84400 members 
Mstep: Class 3 contains 55995 members 
Mstep: Class 4 contains 111093 members 
Mstep: Class 6 contains 109568 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 48225 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 26396 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 32347 members 
Mstep: Class 15 contains 100367 members 
Mstep: Class 17 contains 2409 members 
Mstep: Class 19 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792344.000000 Penalty: 34500.488281
Iteration 96Q: 17 clusters Score -7.279234e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 83807 members 
Mstep: Class 3 contains 55978 members 
Mstep: Class 4 contains 111048 members 
Mstep: Class 6 contains 109582 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 49139 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26415 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 32179 members 
Mstep: Class 15 contains 100246 members 
Mstep: Class 17 contains 2415 members 
Mstep: Class 19 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792784.000000 Penalty: 34500.488281
Iteration 97Q: 17 clusters Score -7.279278e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 83158 members 
Mstep: Class 3 contains 55996 members 
Mstep: Class 4 contains 111029 members 
Mstep: Class 6 contains 109589 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 50055 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26444 members 
Mstep: Class 11 contains 3744 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 32029 members 
Mstep: Class 15 contains 100102 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 19 contains 2354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792944.000000 Penalty: 34500.488281
Iteration 98Q: 17 clusters Score -7.279294e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 82509 members 
Mstep: Class 3 contains 55987 members 
Mstep: Class 4 contains 111009 members 
Mstep: Class 6 contains 109582 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 50996 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26497 members 
Mstep: Class 11 contains 3745 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 31880 members 
Mstep: Class 15 contains 99956 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 19 contains 2335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793008.000000 Penalty: 34500.488281
Iteration 99Q: 17 clusters Score -7.279301e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 81898 members 
Mstep: Class 3 contains 56007 members 
Mstep: Class 4 contains 110976 members 
Mstep: Class 6 contains 109591 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 51914 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26543 members 
Mstep: Class 11 contains 3747 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 31724 members 
Mstep: Class 15 contains 99773 members 
Mstep: Class 17 contains 2425 members 
Mstep: Class 19 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793200.000000 Penalty: 34500.488281
Iteration 100F: 17 clusters Score -7.27932e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 81228 members 
Mstep: Class 3 contains 56020 members 
Mstep: Class 4 contains 110962 members 
Mstep: Class 6 contains 109573 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 52914 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26575 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 31575 members 
Mstep: Class 15 contains 99585 members 
Mstep: Class 17 contains 2428 members 
Mstep: Class 19 contains 2309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793528.000000 Penalty: 34500.488281
Iteration 101Q: 17 clusters Score -7.279353e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 80537 members 
Mstep: Class 3 contains 56039 members 
Mstep: Class 4 contains 110942 members 
Mstep: Class 6 contains 109548 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 53918 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26598 members 
Mstep: Class 11 contains 3757 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 31430 members 
Mstep: Class 15 contains 99413 members 
Mstep: Class 17 contains 2436 members 
Mstep: Class 19 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793752.000000 Penalty: 34500.488281
Iteration 102Q: 17 clusters Score -7.279375e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 79867 members 
Mstep: Class 3 contains 56042 members 
Mstep: Class 4 contains 110879 members 
Mstep: Class 6 contains 109523 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 54981 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26613 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 31296 members 
Mstep: Class 15 contains 99207 members 
Mstep: Class 17 contains 2445 members 
Mstep: Class 19 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793992.000000 Penalty: 34500.488281
Iteration 103Q: 17 clusters Score -7.279399e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 79238 members 
Mstep: Class 3 contains 56106 members 
Mstep: Class 4 contains 110825 members 
Mstep: Class 6 contains 109507 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 56038 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26612 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 31144 members 
Mstep: Class 15 contains 98937 members 
Mstep: Class 17 contains 2457 members 
Mstep: Class 19 contains 2291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794152.000000 Penalty: 34500.488281
Iteration 104Q: 17 clusters Score -7.279415e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 78607 members 
Mstep: Class 3 contains 56149 members 
Mstep: Class 4 contains 110743 members 
Mstep: Class 6 contains 109491 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 57121 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26618 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 30969 members 
Mstep: Class 15 contains 98705 members 
Mstep: Class 17 contains 2469 members 
Mstep: Class 19 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794320.000000 Penalty: 34500.488281
Iteration 105Q: 17 clusters Score -7.279432e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 77954 members 
Mstep: Class 3 contains 56258 members 
Mstep: Class 4 contains 110660 members 
Mstep: Class 6 contains 109463 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 58117 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 30830 members 
Mstep: Class 15 contains 98474 members 
Mstep: Class 17 contains 2473 members 
Mstep: Class 19 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794456.000000 Penalty: 34500.488281
Iteration 106Q: 17 clusters Score -7.279446e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 77303 members 
Mstep: Class 3 contains 56418 members 
Mstep: Class 4 contains 110551 members 
Mstep: Class 6 contains 109436 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 59140 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26674 members 
Mstep: Class 11 contains 3765 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 30692 members 
Mstep: Class 15 contains 98202 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 19 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794632.000000 Penalty: 34500.488281
Iteration 107Q: 17 clusters Score -7.279463e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 76630 members 
Mstep: Class 3 contains 56576 members 
Mstep: Class 4 contains 110389 members 
Mstep: Class 6 contains 109418 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 60225 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26685 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 30570 members 
Mstep: Class 15 contains 97921 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 19 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795008.000000 Penalty: 34500.488281
Iteration 108Q: 17 clusters Score -7.279501e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 75960 members 
Mstep: Class 3 contains 56694 members 
Mstep: Class 4 contains 110248 members 
Mstep: Class 6 contains 109410 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 61306 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26678 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 30439 members 
Mstep: Class 15 contains 97683 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 19 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795384.000000 Penalty: 34500.488281
Iteration 109Q: 17 clusters Score -7.279538e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 75244 members 
Mstep: Class 3 contains 56791 members 
Mstep: Class 4 contains 110175 members 
Mstep: Class 6 contains 109420 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 62369 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26687 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 30315 members 
Mstep: Class 15 contains 97410 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 19 contains 2229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795448.000000 Penalty: 34500.488281
Iteration 110Q: 17 clusters Score -7.279545e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 74544 members 
Mstep: Class 3 contains 56910 members 
Mstep: Class 4 contains 110103 members 
Mstep: Class 6 contains 109401 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 63394 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26689 members 
Mstep: Class 11 contains 3766 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 30185 members 
Mstep: Class 15 contains 97161 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 19 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795688.000000 Penalty: 34500.488281
Iteration 111Q: 17 clusters Score -7.279569e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 73868 members 
Mstep: Class 3 contains 57022 members 
Mstep: Class 4 contains 110029 members 
Mstep: Class 6 contains 109390 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 64454 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26691 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 30059 members 
Mstep: Class 15 contains 96856 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 19 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796064.000000 Penalty: 34500.488281
Iteration 112Q: 17 clusters Score -7.279606e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 73158 members 
Mstep: Class 3 contains 57141 members 
Mstep: Class 4 contains 109999 members 
Mstep: Class 6 contains 109375 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 65415 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26705 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29927 members 
Mstep: Class 15 contains 96633 members 
Mstep: Class 17 contains 2599 members 
Mstep: Class 19 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796360.000000 Penalty: 34500.488281
Iteration 113Q: 17 clusters Score -7.279636e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 72452 members 
Mstep: Class 3 contains 57234 members 
Mstep: Class 4 contains 110001 members 
Mstep: Class 6 contains 109378 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 66374 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26715 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29806 members 
Mstep: Class 15 contains 96372 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 19 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796440.000000 Penalty: 34500.488281
Iteration 114Q: 17 clusters Score -7.279644e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 71783 members 
Mstep: Class 3 contains 57339 members 
Mstep: Class 4 contains 109987 members 
Mstep: Class 6 contains 109383 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 67325 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26726 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29687 members 
Mstep: Class 15 contains 96072 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 19 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796704.000000 Penalty: 34500.488281
Iteration 115Q: 17 clusters Score -7.27967e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 71093 members 
Mstep: Class 3 contains 57418 members 
Mstep: Class 4 contains 109961 members 
Mstep: Class 6 contains 109373 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 68294 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26756 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29587 members 
Mstep: Class 15 contains 95789 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 19 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796848.000000 Penalty: 34500.488281
Iteration 116Q: 17 clusters Score -7.279685e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 70425 members 
Mstep: Class 3 contains 57487 members 
Mstep: Class 4 contains 109935 members 
Mstep: Class 6 contains 109363 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 69303 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26773 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29465 members 
Mstep: Class 15 contains 95470 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 19 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797032.000000 Penalty: 34500.488281
Iteration 117Q: 17 clusters Score -7.279703e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 69750 members 
Mstep: Class 3 contains 57575 members 
Mstep: Class 4 contains 109924 members 
Mstep: Class 6 contains 109357 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 70282 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26782 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29351 members 
Mstep: Class 15 contains 95142 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 19 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797216.000000 Penalty: 34500.488281
Iteration 118Q: 17 clusters Score -7.279722e+07 nChanged 3052
Entering ConstructFrom: 
Score: -72797216.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -75697.765625 Penalty: 1074.892944
	Iteration 0F: 2 clusters Score -75697.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74419.710938 Penalty: 2149.785889
	Iteration 0F: 3 clusters Score -74419.71 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74714.789062 Penalty: 2149.785889
	Iteration 1F: 3 clusters Score -74714.79 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74815.195312 Penalty: 2149.785889
	Iteration 2F: 3 clusters Score -74815.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74894.031250 Penalty: 2149.785889
	Iteration 3F: 3 clusters Score -74894.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74961.382812 Penalty: 2149.785889
	Iteration 4Q: 3 clusters Score -74961.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75036.031250 Penalty: 2149.785889
	Iteration 5Q: 3 clusters Score -75036.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75172.375000 Penalty: 2149.785889
	Iteration 6F: 3 clusters Score -75172.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75372.992188 Penalty: 2149.785889
	Iteration 7F: 3 clusters Score -75372.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75589.515625 Penalty: 2149.785889
	Iteration 8F: 3 clusters Score -75589.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75683.257812 Penalty: 2149.785889
	Iteration 9F: 3 clusters Score -75683.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -75748.632812 Penalty: 2149.785889
	Iteration 10Q: 3 clusters Score -75748.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75785.976562 Penalty: 2149.785889
	Iteration 11Q: 3 clusters Score -75785.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75813.539062 Penalty: 2149.785889
	Iteration 12Q: 3 clusters Score -75813.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75819.242188 Penalty: 2149.785889
	Iteration 13Q: 3 clusters Score -75819.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75835.054688 Penalty: 2149.785889
	Iteration 14Q: 3 clusters Score -75835.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75844.695312 Penalty: 2149.785889
	Iteration 15Q: 3 clusters Score -75844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75845.968750 Penalty: 2149.785889
	Iteration 16Q: 3 clusters Score -75845.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75845.968750 Penalty: 2149.785889
	Iteration 17F: 3 clusters Score -75845.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 69069 members 
Mstep: Class 3 contains 57687 members 
Mstep: Class 4 contains 109949 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 109370 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 71281 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26782 members 
Mstep: Class 11 contains 3771 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 94737 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 19 contains 2232 members 
Entering Unmasked Estep 
Score: -72796184.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72797216.000000 to -72796184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (69069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Entering Unmasked Estep 
Score: -8837764.000000 Penalty: 1810.714966
	Iteration 0F: 2 clusters Score -8837764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -8791869.000000 Penalty: 3621.429932
	Iteration 0F: 3 clusters Score -8791869 nChanged 32717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -8810937.000000 Penalty: 3621.429932
	Iteration 1F: 3 clusters Score -8810937 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -8811908.000000 Penalty: 3621.429932
	Iteration 2Q: 3 clusters Score -8811908 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -8813271.000000 Penalty: 3621.429932
	Iteration 3Q: 3 clusters Score -8813271 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -8815322.000000 Penalty: 3621.429932
	Iteration 4F: 3 clusters Score -8815322 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -8818229.000000 Penalty: 3621.429932
	Iteration 5F: 3 clusters Score -8818229 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -8821833.000000 Penalty: 3621.429932
	Iteration 6F: 3 clusters Score -8821833 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -8825541.000000 Penalty: 3621.429932
	Iteration 7F: 3 clusters Score -8825541 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -8828607.000000 Penalty: 3621.429932
	Iteration 8F: 3 clusters Score -8828607 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -8830563.000000 Penalty: 3621.429932
	Iteration 9Q: 3 clusters Score -8830563 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -8831677.000000 Penalty: 3621.429932
	Iteration 10Q: 3 clusters Score -8831677 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -8832605.000000 Penalty: 3621.429932
	Iteration 11Q: 3 clusters Score -8832605 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -8833250.000000 Penalty: 3621.429932
	Iteration 12Q: 3 clusters Score -8833250 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -8833711.000000 Penalty: 3621.429932
	Iteration 13Q: 3 clusters Score -8833711 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -8834131.000000 Penalty: 3621.429932
	Iteration 14Q: 3 clusters Score -8834131 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -8834454.000000 Penalty: 3621.429932
	Iteration 15Q: 3 clusters Score -8834454 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -8834734.000000 Penalty: 3621.429932
	Iteration 16Q: 3 clusters Score -8834734 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -8834936.000000 Penalty: 3621.429932
	Iteration 17Q: 3 clusters Score -8834936 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -8835123.000000 Penalty: 3621.429932
	Iteration 18Q: 3 clusters Score -8835123 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -8835261.000000 Penalty: 3621.429932
	Iteration 19Q: 3 clusters Score -8835261 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -8835452.000000 Penalty: 3621.429932
	Iteration 20F: 3 clusters Score -8835452 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -8835623.000000 Penalty: 3621.429932
	Iteration 21Q: 3 clusters Score -8835623 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -8835761.000000 Penalty: 3621.429932
	Iteration 22Q: 3 clusters Score -8835761 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -8835892.000000 Penalty: 3621.429932
	Iteration 23Q: 3 clusters Score -8835892 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -8835984.000000 Penalty: 3621.429932
	Iteration 24Q: 3 clusters Score -8835984 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -8836091.000000 Penalty: 3621.429932
	Iteration 25Q: 3 clusters Score -8836091 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -8836172.000000 Penalty: 3621.429932
	Iteration 26Q: 3 clusters Score -8836172 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -8836217.000000 Penalty: 3621.429932
	Iteration 27Q: 3 clusters Score -8836217 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -8836287.000000 Penalty: 3621.429932
	Iteration 28Q: 3 clusters Score -8836287 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -8836350.000000 Penalty: 3621.429932
	Iteration 29Q: 3 clusters Score -8836350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -8836366.000000 Penalty: 3621.429932
	Iteration 30Q: 3 clusters Score -8836366 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -8836424.000000 Penalty: 3621.429932
	Iteration 31Q: 3 clusters Score -8836424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -8836459.000000 Penalty: 3621.429932
	Iteration 32Q: 3 clusters Score -8836459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -8836469.000000 Penalty: 3621.429932
	Iteration 33Q: 3 clusters Score -8836469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -8836505.000000 Penalty: 3621.429932
	Iteration 34Q: 3 clusters Score -8836505 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -8836511.000000 Penalty: 3621.429932
	Iteration 35Q: 3 clusters Score -8836511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -8836529.000000 Penalty: 3621.429932
	Iteration 36Q: 3 clusters Score -8836529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -8836536.000000 Penalty: 3621.429932
	Iteration 37Q: 3 clusters Score -8836536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -8836545.000000 Penalty: 3621.429932
	Iteration 38Q: 3 clusters Score -8836545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -8836553.000000 Penalty: 3621.429932
	Iteration 39Q: 3 clusters Score -8836553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -8836566.000000 Penalty: 3621.429932
	Iteration 40F: 3 clusters Score -8836566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -8836570.000000 Penalty: 3621.429932
	Iteration 41Q: 3 clusters Score -8836570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -8836585.000000 Penalty: 3621.429932
	Iteration 42Q: 3 clusters Score -8836585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -8836592.000000 Penalty: 3621.429932
	Iteration 43Q: 3 clusters Score -8836592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -8836595.000000 Penalty: 3621.429932
	Iteration 44Q: 3 clusters Score -8836595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -8836594.000000 Penalty: 3621.429932
	Iteration 45Q: 3 clusters Score -8836594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -8836594.000000 Penalty: 3621.429932
	Iteration 46Q: 3 clusters Score -8836594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -8836595.000000 Penalty: 3621.429932
	Iteration 47Q: 3 clusters Score -8836595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -8836601.000000 Penalty: 3621.429932
	Iteration 48Q: 3 clusters Score -8836601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -8836603.000000 Penalty: 3621.429932
	Iteration 49Q: 3 clusters Score -8836603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -8836604.000000 Penalty: 3621.429932
	Iteration 50Q: 3 clusters Score -8836604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -8836609.000000 Penalty: 3621.429932
	Iteration 51Q: 3 clusters Score -8836609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -8836610.000000 Penalty: 3621.429932
	Iteration 52Q: 3 clusters Score -8836610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -8836615.000000 Penalty: 3621.429932
	Iteration 53Q: 3 clusters Score -8836615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -8836610.000000 Penalty: 3621.429932
	Iteration 54Q: 3 clusters Score -8836610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -8836618.000000 Penalty: 3621.429932
	Iteration 55Q: 3 clusters Score -8836618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -8836613.000000 Penalty: 3621.429932
	Iteration 56Q: 3 clusters Score -8836613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -8836615.000000 Penalty: 3621.429932
	Iteration 57Q: 3 clusters Score -8836615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -8836618.000000 Penalty: 3621.429932
	Iteration 58Q: 3 clusters Score -8836618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -8836622.000000 Penalty: 3621.429932
	Iteration 59Q: 3 clusters Score -8836622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -8836617.000000 Penalty: 3621.429932
	Iteration 60F: 3 clusters Score -8836617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -8836617.000000 Penalty: 3621.429932
	Iteration 61Q: 3 clusters Score -8836617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -8836613.000000 Penalty: 3621.429932
	Iteration 62Q: 3 clusters Score -8836613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -8836617.000000 Penalty: 3621.429932
	Iteration 63Q: 3 clusters Score -8836617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -8836615.000000 Penalty: 3621.429932
	Iteration 64Q: 3 clusters Score -8836615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -8836610.000000 Penalty: 3621.429932
	Iteration 65Q: 3 clusters Score -8836610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -8836612.000000 Penalty: 3621.429932
	Iteration 66Q: 3 clusters Score -8836612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -8836613.000000 Penalty: 3621.429932
	Iteration 67Q: 3 clusters Score -8836613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -8836608.000000 Penalty: 3621.429932
	Iteration 68Q: 3 clusters Score -8836608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -8836600.000000 Penalty: 3621.429932
	Iteration 69Q: 3 clusters Score -8836600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -8836600.000000 Penalty: 3621.429932
	Iteration 70Q: 3 clusters Score -8836600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -8836600.000000 Penalty: 3621.429932
	Iteration 71Q: 3 clusters Score -8836600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -8836602.000000 Penalty: 3621.429932
	Iteration 72Q: 3 clusters Score -8836602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -8836606.000000 Penalty: 3621.429932
	Iteration 73Q: 3 clusters Score -8836606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -8836611.000000 Penalty: 3621.429932
	Iteration 74Q: 3 clusters Score -8836611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -8836610.000000 Penalty: 3621.429932
	Iteration 75Q: 3 clusters Score -8836610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -8836618.000000 Penalty: 3621.429932
	Iteration 76Q: 3 clusters Score -8836618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -8836615.000000 Penalty: 3621.429932
	Iteration 77Q: 3 clusters Score -8836615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -8836618.000000 Penalty: 3621.429932
	Iteration 78Q: 3 clusters Score -8836618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -8836615.000000 Penalty: 3621.429932
	Iteration 79Q: 3 clusters Score -8836615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -8836612.000000 Penalty: 3621.429932
	Iteration 80F: 3 clusters Score -8836612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -8836616.000000 Penalty: 3621.429932
	Iteration 81Q: 3 clusters Score -8836616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -8836610.000000 Penalty: 3621.429932
	Iteration 82Q: 3 clusters Score -8836610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -8836618.000000 Penalty: 3621.429932
	Iteration 83Q: 3 clusters Score -8836618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -8836618.000000 Penalty: 3621.429932
	Iteration 84Q: 3 clusters Score -8836618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -8836621.000000 Penalty: 3621.429932
	Iteration 85Q: 3 clusters Score -8836621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -8836616.000000 Penalty: 3621.429932
	Iteration 86Q: 3 clusters Score -8836616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -8836624.000000 Penalty: 3621.429932
	Iteration 87Q: 3 clusters Score -8836624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -8836624.000000 Penalty: 3621.429932
	Iteration 88F: 3 clusters Score -8836624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Entering Unmasked Estep 
Score: -7391303.500000 Penalty: 1781.452881
	Iteration 0F: 2 clusters Score -7391304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -7352888.500000 Penalty: 3562.905762
	Iteration 0F: 3 clusters Score -7352888 nChanged 27196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -7368107.500000 Penalty: 3562.905762
	Iteration 1F: 3 clusters Score -7368108 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -7368630.500000 Penalty: 3562.905762
	Iteration 2Q: 3 clusters Score -7368630 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -7369205.000000 Penalty: 3562.905762
	Iteration 3Q: 3 clusters Score -7369205 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -7369843.500000 Penalty: 3562.905762
	Iteration 4Q: 3 clusters Score -7369844 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -7370532.500000 Penalty: 3562.905762
	Iteration 5Q: 3 clusters Score -7370532 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -7371595.000000 Penalty: 3562.905762
	Iteration 6Q: 3 clusters Score -7371595 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -7373156.000000 Penalty: 3562.905762
	Iteration 7F: 3 clusters Score -7373156 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -7375620.500000 Penalty: 3562.905762
	Iteration 8F: 3 clusters Score -7375620 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -7378989.500000 Penalty: 3562.905762
	Iteration 9F: 3 clusters Score -7378990 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -7382786.000000 Penalty: 3562.905762
	Iteration 10F: 3 clusters Score -7382786 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7385935.000000 Penalty: 3562.905762
	Iteration 11F: 3 clusters Score -7385935 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -7387796.000000 Penalty: 3562.905762
	Iteration 12Q: 3 clusters Score -7387796 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -7388805.000000 Penalty: 3562.905762
	Iteration 13Q: 3 clusters Score -7388805 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -7389270.000000 Penalty: 3562.905762
	Iteration 14Q: 3 clusters Score -7389270 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -7389482.500000 Penalty: 3562.905762
	Iteration 15Q: 3 clusters Score -7389482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -7389579.500000 Penalty: 3562.905762
	Iteration 16Q: 3 clusters Score -7389580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -7389636.500000 Penalty: 3562.905762
	Iteration 17Q: 3 clusters Score -7389636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -7389673.500000 Penalty: 3562.905762
	Iteration 18Q: 3 clusters Score -7389674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -7389696.000000 Penalty: 3562.905762
	Iteration 19Q: 3 clusters Score -7389696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -7389714.000000 Penalty: 3562.905762
	Iteration 20F: 3 clusters Score -7389714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7389717.500000 Penalty: 3562.905762
	Iteration 21Q: 3 clusters Score -7389718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -7389733.000000 Penalty: 3562.905762
	Iteration 22Q: 3 clusters Score -7389733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -7389757.000000 Penalty: 3562.905762
	Iteration 23Q: 3 clusters Score -7389757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -7389762.000000 Penalty: 3562.905762
	Iteration 24Q: 3 clusters Score -7389762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -7389776.500000 Penalty: 3562.905762
	Iteration 25Q: 3 clusters Score -7389776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -7389787.500000 Penalty: 3562.905762
	Iteration 26Q: 3 clusters Score -7389788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -7389796.000000 Penalty: 3562.905762
	Iteration 27Q: 3 clusters Score -7389796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -7389799.500000 Penalty: 3562.905762
	Iteration 28Q: 3 clusters Score -7389800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -7389803.500000 Penalty: 3562.905762
	Iteration 29Q: 3 clusters Score -7389804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -7389802.000000 Penalty: 3562.905762
	Iteration 30Q: 3 clusters Score -7389802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -7389802.000000 Penalty: 3562.905762
	Iteration 31Q: 3 clusters Score -7389802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -7389809.000000 Penalty: 3562.905762
	Iteration 32Q: 3 clusters Score -7389809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -7389812.000000 Penalty: 3562.905762
	Iteration 33Q: 3 clusters Score -7389812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -7389811.000000 Penalty: 3562.905762
	Iteration 34Q: 3 clusters Score -7389811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -7389811.000000 Penalty: 3562.905762
	Iteration 35F: 3 clusters Score -7389811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Entering Unmasked Estep 
Score: -14033450.000000 Penalty: 1886.262939
	Iteration 0F: 2 clusters Score -1.403345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -13964233.000000 Penalty: 3772.525879
	Iteration 0F: 3 clusters Score -1.396423e+07 nChanged 52850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -13996598.000000 Penalty: 3772.525879
	Iteration 1F: 3 clusters Score -1.39966e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -13998811.000000 Penalty: 3772.525879
	Iteration 2Q: 3 clusters Score -1.399881e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -14002247.000000 Penalty: 3772.525879
	Iteration 3F: 3 clusters Score -1.400225e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -14006743.000000 Penalty: 3772.525879
	Iteration 4F: 3 clusters Score -1.400674e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -14012391.000000 Penalty: 3772.525879
	Iteration 5F: 3 clusters Score -1.401239e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -14017422.000000 Penalty: 3772.525879
	Iteration 6F: 3 clusters Score -1.401742e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -14020690.000000 Penalty: 3772.525879
	Iteration 7F: 3 clusters Score -1.402069e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -14022370.000000 Penalty: 3772.525879
	Iteration 8Q: 3 clusters Score -1.402237e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -14022898.000000 Penalty: 3772.525879
	Iteration 9Q: 3 clusters Score -1.40229e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -14023068.000000 Penalty: 3772.525879
	Iteration 10Q: 3 clusters Score -1.402307e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -14023185.000000 Penalty: 3772.525879
	Iteration 11Q: 3 clusters Score -1.402318e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -14023301.000000 Penalty: 3772.525879
	Iteration 12Q: 3 clusters Score -1.40233e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -14023462.000000 Penalty: 3772.525879
	Iteration 13Q: 3 clusters Score -1.402346e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -14023605.000000 Penalty: 3772.525879
	Iteration 14Q: 3 clusters Score -1.40236e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -14023676.000000 Penalty: 3772.525879
	Iteration 15Q: 3 clusters Score -1.402368e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -14023730.000000 Penalty: 3772.525879
	Iteration 16Q: 3 clusters Score -1.402373e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -14023841.000000 Penalty: 3772.525879
	Iteration 17Q: 3 clusters Score -1.402384e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -14023926.000000 Penalty: 3772.525879
	Iteration 18Q: 3 clusters Score -1.402393e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -14024015.000000 Penalty: 3772.525879
	Iteration 19Q: 3 clusters Score -1.402402e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -14024026.000000 Penalty: 3772.525879
	Iteration 20F: 3 clusters Score -1.402403e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -14024067.000000 Penalty: 3772.525879
	Iteration 21Q: 3 clusters Score -1.402407e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -14024151.000000 Penalty: 3772.525879
	Iteration 22Q: 3 clusters Score -1.402415e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -14024103.000000 Penalty: 3772.525879
	Iteration 23Q: 3 clusters Score -1.40241e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -14024169.000000 Penalty: 3772.525879
	Iteration 24Q: 3 clusters Score -1.402417e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -14024181.000000 Penalty: 3772.525879
	Iteration 25Q: 3 clusters Score -1.402418e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -14024161.000000 Penalty: 3772.525879
	Iteration 26Q: 3 clusters Score -1.402416e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -14024188.000000 Penalty: 3772.525879
	Iteration 27Q: 3 clusters Score -1.402419e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -14024171.000000 Penalty: 3772.525879
	Iteration 28Q: 3 clusters Score -1.402417e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -14024183.000000 Penalty: 3772.525879
	Iteration 29Q: 3 clusters Score -1.402418e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -14024185.000000 Penalty: 3772.525879
	Iteration 30Q: 3 clusters Score -1.402418e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -14024211.000000 Penalty: 3772.525879
	Iteration 31Q: 3 clusters Score -1.402421e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -14024268.000000 Penalty: 3772.525879
	Iteration 32Q: 3 clusters Score -1.402427e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -14024300.000000 Penalty: 3772.525879
	Iteration 33Q: 3 clusters Score -1.40243e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -14024319.000000 Penalty: 3772.525879
	Iteration 34Q: 3 clusters Score -1.402432e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -14024318.000000 Penalty: 3772.525879
	Iteration 35Q: 3 clusters Score -1.402432e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -14024332.000000 Penalty: 3772.525879
	Iteration 36Q: 3 clusters Score -1.402433e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -14024313.000000 Penalty: 3772.525879
	Iteration 37Q: 3 clusters Score -1.402431e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -14024291.000000 Penalty: 3772.525879
	Iteration 38Q: 3 clusters Score -1.402429e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -14024300.000000 Penalty: 3772.525879
	Iteration 39Q: 3 clusters Score -1.40243e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -14024303.000000 Penalty: 3772.525879
	Iteration 40F: 3 clusters Score -1.40243e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -14024271.000000 Penalty: 3772.525879
	Iteration 41Q: 3 clusters Score -1.402427e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -14024292.000000 Penalty: 3772.525879
	Iteration 42Q: 3 clusters Score -1.402429e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -14024309.000000 Penalty: 3772.525879
	Iteration 43Q: 3 clusters Score -1.402431e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -14024312.000000 Penalty: 3772.525879
	Iteration 44Q: 3 clusters Score -1.402431e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -14024297.000000 Penalty: 3772.525879
	Iteration 45Q: 3 clusters Score -1.40243e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -14024292.000000 Penalty: 3772.525879
	Iteration 46Q: 3 clusters Score -1.402429e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -14024305.000000 Penalty: 3772.525879
	Iteration 47Q: 3 clusters Score -1.40243e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -14024306.000000 Penalty: 3772.525879
	Iteration 48Q: 3 clusters Score -1.402431e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -14024324.000000 Penalty: 3772.525879
	Iteration 49Q: 3 clusters Score -1.402432e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -14024332.000000 Penalty: 3772.525879
	Iteration 50Q: 3 clusters Score -1.402433e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -14024336.000000 Penalty: 3772.525879
	Iteration 51Q: 3 clusters Score -1.402434e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -14024344.000000 Penalty: 3772.525879
	Iteration 52Q: 3 clusters Score -1.402434e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -14024356.000000 Penalty: 3772.525879
	Iteration 53Q: 3 clusters Score -1.402436e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -14024337.000000 Penalty: 3772.525879
	Iteration 54Q: 3 clusters Score -1.402434e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -14024373.000000 Penalty: 3772.525879
	Iteration 55Q: 3 clusters Score -1.402437e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -14024386.000000 Penalty: 3772.525879
	Iteration 56Q: 3 clusters Score -1.402439e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -14024403.000000 Penalty: 3772.525879
	Iteration 57Q: 3 clusters Score -1.40244e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -14024387.000000 Penalty: 3772.525879
	Iteration 58Q: 3 clusters Score -1.402439e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -14024421.000000 Penalty: 3772.525879
	Iteration 59Q: 3 clusters Score -1.402442e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -14024403.000000 Penalty: 3772.525879
	Iteration 60F: 3 clusters Score -1.40244e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -14024418.000000 Penalty: 3772.525879
	Iteration 61Q: 3 clusters Score -1.402442e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -14024412.000000 Penalty: 3772.525879
	Iteration 62Q: 3 clusters Score -1.402441e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -14024419.000000 Penalty: 3772.525879
	Iteration 63Q: 3 clusters Score -1.402442e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -14024421.000000 Penalty: 3772.525879
	Iteration 64Q: 3 clusters Score -1.402442e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -14024422.000000 Penalty: 3772.525879
	Iteration 65Q: 3 clusters Score -1.402442e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -14024445.000000 Penalty: 3772.525879
	Iteration 66Q: 3 clusters Score -1.402444e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -14024390.000000 Penalty: 3772.525879
	Iteration 67Q: 3 clusters Score -1.402439e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -14024409.000000 Penalty: 3772.525879
	Iteration 68Q: 3 clusters Score -1.402441e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -14024418.000000 Penalty: 3772.525879
	Iteration 69Q: 3 clusters Score -1.402442e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -14024416.000000 Penalty: 3772.525879
	Iteration 70Q: 3 clusters Score -1.402442e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -14024417.000000 Penalty: 3772.525879
	Iteration 71Q: 3 clusters Score -1.402442e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -14024409.000000 Penalty: 3772.525879
	Iteration 72Q: 3 clusters Score -1.402441e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -14024395.000000 Penalty: 3772.525879
	Iteration 73Q: 3 clusters Score -1.40244e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -14024417.000000 Penalty: 3772.525879
	Iteration 74Q: 3 clusters Score -1.402442e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -14024414.000000 Penalty: 3772.525879
	Iteration 75Q: 3 clusters Score -1.402441e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -14024457.000000 Penalty: 3772.525879
	Iteration 76Q: 3 clusters Score -1.402446e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -14024512.000000 Penalty: 3772.525879
	Iteration 77Q: 3 clusters Score -1.402451e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -14024567.000000 Penalty: 3772.525879
	Iteration 78Q: 3 clusters Score -1.402457e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -14024597.000000 Penalty: 3772.525879
	Iteration 79Q: 3 clusters Score -1.40246e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -14024611.000000 Penalty: 3772.525879
	Iteration 80F: 3 clusters Score -1.402461e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -14024694.000000 Penalty: 3772.525879
	Iteration 81Q: 3 clusters Score -1.402469e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -14024667.000000 Penalty: 3772.525879
	Iteration 82Q: 3 clusters Score -1.402467e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -14024702.000000 Penalty: 3772.525879
	Iteration 83Q: 3 clusters Score -1.40247e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -14024723.000000 Penalty: 3772.525879
	Iteration 84Q: 3 clusters Score -1.402472e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -14024754.000000 Penalty: 3772.525879
	Iteration 85Q: 3 clusters Score -1.402475e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -14024780.000000 Penalty: 3772.525879
	Iteration 86Q: 3 clusters Score -1.402478e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -14024793.000000 Penalty: 3772.525879
	Iteration 87Q: 3 clusters Score -1.402479e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -14024818.000000 Penalty: 3772.525879
	Iteration 88Q: 3 clusters Score -1.402482e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -14024819.000000 Penalty: 3772.525879
	Iteration 89Q: 3 clusters Score -1.402482e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -14024922.000000 Penalty: 3772.525879
	Iteration 90Q: 3 clusters Score -1.402492e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -14024997.000000 Penalty: 3772.525879
	Iteration 91Q: 3 clusters Score -1.4025e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -14025074.000000 Penalty: 3772.525879
	Iteration 92Q: 3 clusters Score -1.402507e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -14025228.000000 Penalty: 3772.525879
	Iteration 93Q: 3 clusters Score -1.402523e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -14025384.000000 Penalty: 3772.525879
	Iteration 94Q: 3 clusters Score -1.402538e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -14025515.000000 Penalty: 3772.525879
	Iteration 95Q: 3 clusters Score -1.402552e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -14025640.000000 Penalty: 3772.525879
	Iteration 96Q: 3 clusters Score -1.402564e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -14025750.000000 Penalty: 3772.525879
	Iteration 97Q: 3 clusters Score -1.402575e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -14025911.000000 Penalty: 3772.525879
	Iteration 98Q: 3 clusters Score -1.402591e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -14026016.000000 Penalty: 3772.525879
	Iteration 99Q: 3 clusters Score -1.402602e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -14026164.000000 Penalty: 3772.525879
	Iteration 100F: 3 clusters Score -1.402616e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -14026325.000000 Penalty: 3772.525879
	Iteration 101Q: 3 clusters Score -1.402632e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -14026531.000000 Penalty: 3772.525879
	Iteration 102Q: 3 clusters Score -1.402653e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -14026706.000000 Penalty: 3772.525879
	Iteration 103Q: 3 clusters Score -1.402671e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -14026912.000000 Penalty: 3772.525879
	Iteration 104Q: 3 clusters Score -1.402691e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -14027122.000000 Penalty: 3772.525879
	Iteration 105Q: 3 clusters Score -1.402712e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -14027355.000000 Penalty: 3772.525879
	Iteration 106Q: 3 clusters Score -1.402736e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -14027605.000000 Penalty: 3772.525879
	Iteration 107Q: 3 clusters Score -1.40276e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -14027855.000000 Penalty: 3772.525879
	Iteration 108Q: 3 clusters Score -1.402786e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -14028170.000000 Penalty: 3772.525879
	Iteration 109Q: 3 clusters Score -1.402817e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -14028524.000000 Penalty: 3772.525879
	Iteration 110Q: 3 clusters Score -1.402852e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -14028833.000000 Penalty: 3772.525879
	Iteration 111Q: 3 clusters Score -1.402883e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -14029141.000000 Penalty: 3772.525879
	Iteration 112Q: 3 clusters Score -1.402914e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -14029513.000000 Penalty: 3772.525879
	Iteration 113Q: 3 clusters Score -1.402951e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -14029875.000000 Penalty: 3772.525879
	Iteration 114Q: 3 clusters Score -1.402988e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -14030212.000000 Penalty: 3772.525879
	Iteration 115Q: 3 clusters Score -1.403021e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -14030591.000000 Penalty: 3772.525879
	Iteration 116Q: 3 clusters Score -1.403059e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99713 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -14030827.000000 Penalty: 3772.525879
	Iteration 117Q: 3 clusters Score -1.403083e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -14031004.000000 Penalty: 3772.525879
	Iteration 118Q: 3 clusters Score -1.4031e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101541 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -14031257.000000 Penalty: 3772.525879
	Iteration 119Q: 3 clusters Score -1.403126e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -14031527.000000 Penalty: 3772.525879
	Iteration 120F: 3 clusters Score -1.403153e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -14031695.000000 Penalty: 3772.525879
	Iteration 121Q: 3 clusters Score -1.40317e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -14031920.000000 Penalty: 3772.525879
	Iteration 122Q: 3 clusters Score -1.403192e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -14032123.000000 Penalty: 3772.525879
	Iteration 123Q: 3 clusters Score -1.403212e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -14032343.000000 Penalty: 3772.525879
	Iteration 124Q: 3 clusters Score -1.403234e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -14032403.000000 Penalty: 3772.525879
	Iteration 125Q: 3 clusters Score -1.40324e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -14032400.000000 Penalty: 3772.525879
	Iteration 126Q: 3 clusters Score -1.40324e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107153 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -14032510.000000 Penalty: 3772.525879
	Iteration 127Q: 3 clusters Score -1.403251e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107488 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -14032476.000000 Penalty: 3772.525879
	Iteration 128Q: 3 clusters Score -1.403248e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -14032533.000000 Penalty: 3772.525879
	Iteration 129Q: 3 clusters Score -1.403253e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107998 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14032565.000000 Penalty: 3772.525879
	Iteration 130Q: 3 clusters Score -1.403256e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -14032518.000000 Penalty: 3772.525879
	Iteration 131Q: 3 clusters Score -1.403252e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -14032460.000000 Penalty: 3772.525879
	Iteration 132Q: 3 clusters Score -1.403246e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -14032430.000000 Penalty: 3772.525879
	Iteration 133Q: 3 clusters Score -1.403243e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108665 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14032435.000000 Penalty: 3772.525879
	Iteration 134Q: 3 clusters Score -1.403244e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -14032407.000000 Penalty: 3772.525879
	Iteration 135Q: 3 clusters Score -1.403241e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14032393.000000 Penalty: 3772.525879
	Iteration 136Q: 3 clusters Score -1.403239e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108929 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -14032371.000000 Penalty: 3772.525879
	Iteration 137Q: 3 clusters Score -1.403237e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14032387.000000 Penalty: 3772.525879
	Iteration 138Q: 3 clusters Score -1.403239e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14032376.000000 Penalty: 3772.525879
	Iteration 139Q: 3 clusters Score -1.403238e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109091 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14032362.000000 Penalty: 3772.525879
	Iteration 140F: 3 clusters Score -1.403236e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14032367.000000 Penalty: 3772.525879
	Iteration 141Q: 3 clusters Score -1.403237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14032359.000000 Penalty: 3772.525879
	Iteration 142Q: 3 clusters Score -1.403236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109162 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14032370.000000 Penalty: 3772.525879
	Iteration 143Q: 3 clusters Score -1.403237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14032358.000000 Penalty: 3772.525879
	Iteration 144Q: 3 clusters Score -1.403236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14032344.000000 Penalty: 3772.525879
	Iteration 145Q: 3 clusters Score -1.403234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -14032352.000000 Penalty: 3772.525879
	Iteration 146Q: 3 clusters Score -1.403235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109219 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -14032337.000000 Penalty: 3772.525879
	Iteration 147Q: 3 clusters Score -1.403234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109233 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14032337.000000 Penalty: 3772.525879
	Iteration 148Q: 3 clusters Score -1.403234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109245 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14032333.000000 Penalty: 3772.525879
	Iteration 149Q: 3 clusters Score -1.403233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109249 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14032334.000000 Penalty: 3772.525879
	Iteration 150Q: 3 clusters Score -1.403233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14032321.000000 Penalty: 3772.525879
	Iteration 151Q: 3 clusters Score -1.403232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14032332.000000 Penalty: 3772.525879
	Iteration 152Q: 3 clusters Score -1.403233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109262 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14032332.000000 Penalty: 3772.525879
	Iteration 153Q: 3 clusters Score -1.403233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109263 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14032333.000000 Penalty: 3772.525879
	Iteration 154Q: 3 clusters Score -1.403233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109266 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14032348.000000 Penalty: 3772.525879
	Iteration 155Q: 3 clusters Score -1.403235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14032345.000000 Penalty: 3772.525879
	Iteration 156Q: 3 clusters Score -1.403234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109277 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14032346.000000 Penalty: 3772.525879
	Iteration 157Q: 3 clusters Score -1.403235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14032340.000000 Penalty: 3772.525879
	Iteration 158Q: 3 clusters Score -1.403234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14032349.000000 Penalty: 3772.525879
	Iteration 159Q: 3 clusters Score -1.403235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109281 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14032349.000000 Penalty: 3772.525879
	Iteration 160F: 3 clusters Score -1.403235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Entering Unmasked Estep 
Score: -14151218.000000 Penalty: 1885.405029
	Iteration 0F: 2 clusters Score -1.415122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -14086614.000000 Penalty: 3770.810059
	Iteration 0F: 3 clusters Score -1.408661e+07 nChanged 52527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -14117118.000000 Penalty: 3770.810059
	Iteration 1F: 3 clusters Score -1.411712e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -14118163.000000 Penalty: 3770.810059
	Iteration 2Q: 3 clusters Score -1.411816e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -14119820.000000 Penalty: 3770.810059
	Iteration 3Q: 3 clusters Score -1.411982e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -14122677.000000 Penalty: 3770.810059
	Iteration 4F: 3 clusters Score -1.412268e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -14127131.000000 Penalty: 3770.810059
	Iteration 5F: 3 clusters Score -1.412713e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -14132216.000000 Penalty: 3770.810059
	Iteration 6F: 3 clusters Score -1.413222e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -14137068.000000 Penalty: 3770.810059
	Iteration 7F: 3 clusters Score -1.413707e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -14140576.000000 Penalty: 3770.810059
	Iteration 8Q: 3 clusters Score -1.414058e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
Score: -14142814.000000 Penalty: 3770.810059
	Iteration 9Q: 3 clusters Score -1.414281e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -14144398.000000 Penalty: 3770.810059
	Iteration 10Q: 3 clusters Score -1.41444e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -14145515.000000 Penalty: 3770.810059
	Iteration 11Q: 3 clusters Score -1.414552e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -14146729.000000 Penalty: 3770.810059
	Iteration 12Q: 3 clusters Score -1.414673e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -14147735.000000 Penalty: 3770.810059
	Iteration 13Q: 3 clusters Score -1.414774e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -14148399.000000 Penalty: 3770.810059
	Iteration 14Q: 3 clusters Score -1.41484e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
Score: -14148828.000000 Penalty: 3770.810059
	Iteration 15Q: 3 clusters Score -1.414883e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -14149188.000000 Penalty: 3770.810059
	Iteration 16Q: 3 clusters Score -1.414919e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 106470 members 
Entering Unmasked Estep 
Score: -14149436.000000 Penalty: 3770.810059
	Iteration 17Q: 3 clusters Score -1.414944e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -14149622.000000 Penalty: 3770.810059
	Iteration 18Q: 3 clusters Score -1.414962e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -14149733.000000 Penalty: 3770.810059
	Iteration 19Q: 3 clusters Score -1.414973e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -14149752.000000 Penalty: 3770.810059
	Iteration 20F: 3 clusters Score -1.414975e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 107739 members 
Entering Unmasked Estep 
Score: -14149778.000000 Penalty: 3770.810059
	Iteration 21Q: 3 clusters Score -1.414978e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 107871 members 
Entering Unmasked Estep 
Score: -14149809.000000 Penalty: 3770.810059
	Iteration 22Q: 3 clusters Score -1.414981e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 107969 members 
Entering Unmasked Estep 
Score: -14149819.000000 Penalty: 3770.810059
	Iteration 23Q: 3 clusters Score -1.414982e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -14149831.000000 Penalty: 3770.810059
	Iteration 24Q: 3 clusters Score -1.414983e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -14149835.000000 Penalty: 3770.810059
	Iteration 25Q: 3 clusters Score -1.414984e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -14149848.000000 Penalty: 3770.810059
	Iteration 26Q: 3 clusters Score -1.414985e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -14149842.000000 Penalty: 3770.810059
	Iteration 27Q: 3 clusters Score -1.414984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -14149847.000000 Penalty: 3770.810059
	Iteration 28Q: 3 clusters Score -1.414985e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 108284 members 
Entering Unmasked Estep 
Score: -14149856.000000 Penalty: 3770.810059
	Iteration 29Q: 3 clusters Score -1.414986e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -14149865.000000 Penalty: 3770.810059
	Iteration 30Q: 3 clusters Score -1.414986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -14149877.000000 Penalty: 3770.810059
	Iteration 31Q: 3 clusters Score -1.414988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 108367 members 
Entering Unmasked Estep 
Score: -14149878.000000 Penalty: 3770.810059
	Iteration 32Q: 3 clusters Score -1.414988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 108384 members 
Entering Unmasked Estep 
Score: -14149879.000000 Penalty: 3770.810059
	Iteration 33Q: 3 clusters Score -1.414988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -14149900.000000 Penalty: 3770.810059
	Iteration 34Q: 3 clusters Score -1.41499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -14149910.000000 Penalty: 3770.810059
	Iteration 35Q: 3 clusters Score -1.414991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -14149894.000000 Penalty: 3770.810059
	Iteration 36Q: 3 clusters Score -1.414989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 108449 members 
Entering Unmasked Estep 
Score: -14149902.000000 Penalty: 3770.810059
	Iteration 37Q: 3 clusters Score -1.41499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 108462 members 
Entering Unmasked Estep 
Score: -14149905.000000 Penalty: 3770.810059
	Iteration 38Q: 3 clusters Score -1.41499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 108476 members 
Entering Unmasked Estep 
Score: -14149906.000000 Penalty: 3770.810059
	Iteration 39Q: 3 clusters Score -1.414991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 108488 members 
Entering Unmasked Estep 
Score: -14149911.000000 Penalty: 3770.810059
	Iteration 40F: 3 clusters Score -1.414991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 108492 members 
Entering Unmasked Estep 
Score: -14149903.000000 Penalty: 3770.810059
	Iteration 41Q: 3 clusters Score -1.41499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 108504 members 
Entering Unmasked Estep 
Score: -14149920.000000 Penalty: 3770.810059
	Iteration 42Q: 3 clusters Score -1.414992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -14149915.000000 Penalty: 3770.810059
	Iteration 43Q: 3 clusters Score -1.414992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -14149913.000000 Penalty: 3770.810059
	Iteration 44Q: 3 clusters Score -1.414991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -14149919.000000 Penalty: 3770.810059
	Iteration 45Q: 3 clusters Score -1.414992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -14149915.000000 Penalty: 3770.810059
	Iteration 46Q: 3 clusters Score -1.414992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -14149916.000000 Penalty: 3770.810059
	Iteration 47Q: 3 clusters Score -1.414992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -14149916.000000 Penalty: 3770.810059
	Iteration 48F: 3 clusters Score -1.414992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -35884.378906 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -35884.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34961.457031 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -34961.46 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35309.929688 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -35309.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35431.640625 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -35431.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35521.304688 Penalty: 1962.307983
	Iteration 3F: 3 clusters Score -35521.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35580.000000 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -35580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35614.953125 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -35614.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35635.156250 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -35635.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35646.484375 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -35646.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35654.652344 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -35654.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35661.476562 Penalty: 1962.307983
	Iteration 9Q: 3 clusters Score -35661.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35686.406250 Penalty: 1962.307983
	Iteration 10Q: 3 clusters Score -35686.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35686.406250 Penalty: 1962.307983
	Iteration 11F: 3 clusters Score -35686.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Entering Unmasked Estep 
Score: -9166462.000000 Penalty: 1815.837524
	Iteration 0F: 2 clusters Score -9166462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -9119328.000000 Penalty: 3631.675049
	Iteration 0F: 3 clusters Score -9119328 nChanged 33906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -9139119.000000 Penalty: 3631.675049
	Iteration 1F: 3 clusters Score -9139119 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -9140355.000000 Penalty: 3631.675049
	Iteration 2Q: 3 clusters Score -9140355 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -9142237.000000 Penalty: 3631.675049
	Iteration 3F: 3 clusters Score -9142237 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -9144964.000000 Penalty: 3631.675049
	Iteration 4F: 3 clusters Score -9144964 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -9148569.000000 Penalty: 3631.675049
	Iteration 5F: 3 clusters Score -9148569 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -9152435.000000 Penalty: 3631.675049
	Iteration 6F: 3 clusters Score -9152435 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -9155771.000000 Penalty: 3631.675049
	Iteration 7F: 3 clusters Score -9155771 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -9158058.000000 Penalty: 3631.675049
	Iteration 8Q: 3 clusters Score -9158058 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -9159316.000000 Penalty: 3631.675049
	Iteration 9Q: 3 clusters Score -9159316 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -9160011.000000 Penalty: 3631.675049
	Iteration 10Q: 3 clusters Score -9160011 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -9160520.000000 Penalty: 3631.675049
	Iteration 11Q: 3 clusters Score -9160520 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -9160945.000000 Penalty: 3631.675049
	Iteration 12Q: 3 clusters Score -9160945 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -9161389.000000 Penalty: 3631.675049
	Iteration 13Q: 3 clusters Score -9161389 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -9161730.000000 Penalty: 3631.675049
	Iteration 14Q: 3 clusters Score -9161730 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -9162071.000000 Penalty: 3631.675049
	Iteration 15Q: 3 clusters Score -9162071 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -9162482.000000 Penalty: 3631.675049
	Iteration 16Q: 3 clusters Score -9162482 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -9162854.000000 Penalty: 3631.675049
	Iteration 17Q: 3 clusters Score -9162854 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -9163189.000000 Penalty: 3631.675049
	Iteration 18Q: 3 clusters Score -9163189 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -9163528.000000 Penalty: 3631.675049
	Iteration 19Q: 3 clusters Score -9163528 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -9163765.000000 Penalty: 3631.675049
	Iteration 20F: 3 clusters Score -9163765 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -9164000.000000 Penalty: 3631.675049
	Iteration 21Q: 3 clusters Score -9164000 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -9164222.000000 Penalty: 3631.675049
	Iteration 22Q: 3 clusters Score -9164222 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -9164425.000000 Penalty: 3631.675049
	Iteration 23Q: 3 clusters Score -9164425 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -9164560.000000 Penalty: 3631.675049
	Iteration 24Q: 3 clusters Score -9164560 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -9164684.000000 Penalty: 3631.675049
	Iteration 25Q: 3 clusters Score -9164684 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -9164773.000000 Penalty: 3631.675049
	Iteration 26Q: 3 clusters Score -9164773 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -9164847.000000 Penalty: 3631.675049
	Iteration 27Q: 3 clusters Score -9164847 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
Score: -9164907.000000 Penalty: 3631.675049
	Iteration 28Q: 3 clusters Score -9164907 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -9164942.000000 Penalty: 3631.675049
	Iteration 29Q: 3 clusters Score -9164942 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -9164991.000000 Penalty: 3631.675049
	Iteration 30Q: 3 clusters Score -9164991 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -9165009.000000 Penalty: 3631.675049
	Iteration 31Q: 3 clusters Score -9165009 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -9165040.000000 Penalty: 3631.675049
	Iteration 32Q: 3 clusters Score -9165040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -9165043.000000 Penalty: 3631.675049
	Iteration 33Q: 3 clusters Score -9165043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -9165057.000000 Penalty: 3631.675049
	Iteration 34Q: 3 clusters Score -9165057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -9165070.000000 Penalty: 3631.675049
	Iteration 35Q: 3 clusters Score -9165070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -9165062.000000 Penalty: 3631.675049
	Iteration 36Q: 3 clusters Score -9165062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -9165058.000000 Penalty: 3631.675049
	Iteration 37Q: 3 clusters Score -9165058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -9165057.000000 Penalty: 3631.675049
	Iteration 38Q: 3 clusters Score -9165057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -9165059.000000 Penalty: 3631.675049
	Iteration 39Q: 3 clusters Score -9165059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -9165073.000000 Penalty: 3631.675049
	Iteration 40F: 3 clusters Score -9165073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -9165086.000000 Penalty: 3631.675049
	Iteration 41Q: 3 clusters Score -9165086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -9165092.000000 Penalty: 3631.675049
	Iteration 42Q: 3 clusters Score -9165092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -9165084.000000 Penalty: 3631.675049
	Iteration 43Q: 3 clusters Score -9165084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -9165100.000000 Penalty: 3631.675049
	Iteration 44Q: 3 clusters Score -9165100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -9165103.000000 Penalty: 3631.675049
	Iteration 45Q: 3 clusters Score -9165103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -9165106.000000 Penalty: 3631.675049
	Iteration 46Q: 3 clusters Score -9165106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -9165102.000000 Penalty: 3631.675049
	Iteration 47Q: 3 clusters Score -9165102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -9165103.000000 Penalty: 3631.675049
	Iteration 48Q: 3 clusters Score -9165103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -9165112.000000 Penalty: 3631.675049
	Iteration 49Q: 3 clusters Score -9165112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -9165108.000000 Penalty: 3631.675049
	Iteration 50Q: 3 clusters Score -9165108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -9165103.000000 Penalty: 3631.675049
	Iteration 51Q: 3 clusters Score -9165103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -9165101.000000 Penalty: 3631.675049
	Iteration 52Q: 3 clusters Score -9165101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -9165101.000000 Penalty: 3631.675049
	Iteration 53F: 3 clusters Score -9165101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -56013.468750 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -56013.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55031.945312 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -55031.95 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55552.714844 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -55552.71 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55672.097656 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -55672.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -55715.207031 Penalty: 2029.354248
	Iteration 3Q: 3 clusters Score -55715.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55737.875000 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -55737.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55751.589844 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -55751.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55767.363281 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -55767.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55772.281250 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -55772.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -55775.468750 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -55775.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -55775.468750 Penalty: 2029.354248
	Iteration 9F: 3 clusters Score -55775.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Entering Unmasked Estep 
Score: -3368931.250000 Penalty: 1656.766357
	Iteration 0F: 2 clusters Score -3368931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3350983.500000 Penalty: 3313.532715
	Iteration 0F: 3 clusters Score -3350984 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3357716.250000 Penalty: 3313.532715
	Iteration 1F: 3 clusters Score -3357716 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3358267.250000 Penalty: 3313.532715
	Iteration 2Q: 3 clusters Score -3358267 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3358894.000000 Penalty: 3313.532715
	Iteration 3F: 3 clusters Score -3358894 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3359881.750000 Penalty: 3313.532715
	Iteration 4F: 3 clusters Score -3359882 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3361364.500000 Penalty: 3313.532715
	Iteration 5F: 3 clusters Score -3361364 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3363261.750000 Penalty: 3313.532715
	Iteration 6F: 3 clusters Score -3363262 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3365267.000000 Penalty: 3313.532715
	Iteration 7F: 3 clusters Score -3365267 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3366764.250000 Penalty: 3313.532715
	Iteration 8F: 3 clusters Score -3366764 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3367557.500000 Penalty: 3313.532715
	Iteration 9Q: 3 clusters Score -3367558 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3367930.500000 Penalty: 3313.532715
	Iteration 10Q: 3 clusters Score -3367930 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3368106.000000 Penalty: 3313.532715
	Iteration 11Q: 3 clusters Score -3368106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3368174.250000 Penalty: 3313.532715
	Iteration 12Q: 3 clusters Score -3368174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3368227.000000 Penalty: 3313.532715
	Iteration 13Q: 3 clusters Score -3368227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3368252.250000 Penalty: 3313.532715
	Iteration 14Q: 3 clusters Score -3368252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3368266.250000 Penalty: 3313.532715
	Iteration 15Q: 3 clusters Score -3368266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3368280.000000 Penalty: 3313.532715
	Iteration 16Q: 3 clusters Score -3368280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3368289.000000 Penalty: 3313.532715
	Iteration 17Q: 3 clusters Score -3368289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3368289.500000 Penalty: 3313.532715
	Iteration 18Q: 3 clusters Score -3368290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3368292.750000 Penalty: 3313.532715
	Iteration 19Q: 3 clusters Score -3368293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3368298.750000 Penalty: 3313.532715
	Iteration 20F: 3 clusters Score -3368299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3368297.250000 Penalty: 3313.532715
	Iteration 21Q: 3 clusters Score -3368297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3368301.000000 Penalty: 3313.532715
	Iteration 22Q: 3 clusters Score -3368301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3368306.500000 Penalty: 3313.532715
	Iteration 23Q: 3 clusters Score -3368306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3368305.500000 Penalty: 3313.532715
	Iteration 24Q: 3 clusters Score -3368306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3368307.250000 Penalty: 3313.532715
	Iteration 25Q: 3 clusters Score -3368307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3368307.250000 Penalty: 3313.532715
	Iteration 26F: 3 clusters Score -3368307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -464533.125000 Penalty: 1338.203125
	Iteration 0F: 2 clusters Score -464533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -461372.500000 Penalty: 2676.406250
	Iteration 0F: 3 clusters Score -461372.5 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -462377.968750 Penalty: 2676.406250
	Iteration 1F: 3 clusters Score -462378 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -462861.468750 Penalty: 2676.406250
	Iteration 2F: 3 clusters Score -462861.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -463289.656250 Penalty: 2676.406250
	Iteration 3F: 3 clusters Score -463289.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -463599.781250 Penalty: 2676.406250
	Iteration 4F: 3 clusters Score -463599.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -463780.125000 Penalty: 2676.406250
	Iteration 5F: 3 clusters Score -463780.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -463868.937500 Penalty: 2676.406250
	Iteration 6Q: 3 clusters Score -463868.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -463921.406250 Penalty: 2676.406250
	Iteration 7Q: 3 clusters Score -463921.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -463947.250000 Penalty: 2676.406250
	Iteration 8Q: 3 clusters Score -463947.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -463966.843750 Penalty: 2676.406250
	Iteration 9Q: 3 clusters Score -463966.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -463976.218750 Penalty: 2676.406250
	Iteration 10Q: 3 clusters Score -463976.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -463980.812500 Penalty: 2676.406250
	Iteration 11Q: 3 clusters Score -463980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -463983.531250 Penalty: 2676.406250
	Iteration 12Q: 3 clusters Score -463983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -463984.062500 Penalty: 2676.406250
	Iteration 13Q: 3 clusters Score -463984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -463985.718750 Penalty: 2676.406250
	Iteration 14Q: 3 clusters Score -463985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -463987.218750 Penalty: 2676.406250
	Iteration 15Q: 3 clusters Score -463987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -463988.812500 Penalty: 2676.406250
	Iteration 16Q: 3 clusters Score -463988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -463989.218750 Penalty: 2676.406250
	Iteration 17Q: 3 clusters Score -463989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -463989.781250 Penalty: 2676.406250
	Iteration 18Q: 3 clusters Score -463989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -463990.968750 Penalty: 2676.406250
	Iteration 19Q: 3 clusters Score -463991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -463990.968750 Penalty: 2676.406250
	Iteration 20F: 3 clusters Score -463991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -463991.406250 Penalty: 2676.406250
	Iteration 21Q: 3 clusters Score -463991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -463991.562500 Penalty: 2676.406250
	Iteration 22Q: 3 clusters Score -463991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -463992.843750 Penalty: 2676.406250
	Iteration 23Q: 3 clusters Score -463992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -463994.718750 Penalty: 2676.406250
	Iteration 24Q: 3 clusters Score -463994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -463994.968750 Penalty: 2676.406250
	Iteration 25Q: 3 clusters Score -463995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -463996.125000 Penalty: 2676.406250
	Iteration 26Q: 3 clusters Score -463996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -463996.843750 Penalty: 2676.406250
	Iteration 27Q: 3 clusters Score -463996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -463996.375000 Penalty: 2676.406250
	Iteration 28Q: 3 clusters Score -463996.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -463996.375000 Penalty: 2676.406250
	Iteration 29F: 3 clusters Score -463996.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -8748.541992 Penalty: 910.344360
	Iteration 0F: 2 clusters Score -8748.542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8044.772461 Penalty: 1820.688721
	Iteration 0F: 3 clusters Score -8044.772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8407.840820 Penalty: 1820.688721
	Iteration 1F: 3 clusters Score -8407.841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8516.049805 Penalty: 1820.688721
	Iteration 2F: 3 clusters Score -8516.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8547.797852 Penalty: 1820.688721
	Iteration 3Q: 3 clusters Score -8547.798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8559.283203 Penalty: 1820.688721
	Iteration 4Q: 3 clusters Score -8559.283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8577.886719 Penalty: 1820.688721
	Iteration 5Q: 3 clusters Score -8577.887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8592.981445 Penalty: 1820.688721
	Iteration 6Q: 3 clusters Score -8592.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8595.721680 Penalty: 1820.688721
	Iteration 7Q: 3 clusters Score -8595.722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8595.721680 Penalty: 1820.688721
	Iteration 8F: 3 clusters Score -8595.722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19167.984375 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19167.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18461.529297 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -18461.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18743.310547 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -18743.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18912.574219 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -18912.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19021.888672 Penalty: 1852.644165
	Iteration 3F: 3 clusters Score -19021.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19108.546875 Penalty: 1852.644165
	Iteration 4F: 3 clusters Score -19108.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19182.400391 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -19182.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19206.654297 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -19206.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19220.164062 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -19220.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19263.611328 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -19263.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19278.683594 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -19278.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19278.683594 Penalty: 1852.644165
	Iteration 10F: 3 clusters Score -19278.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 69069 members 
Mstep: Class 3 contains 57687 members 
Mstep: Class 4 contains 109949 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 109370 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 71281 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26782 members 
Mstep: Class 11 contains 3771 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 174 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 94737 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 19 contains 2232 members 
Entering Unmasked Estep 
Score: -72796000.000000 Penalty: 36656.769531
Splitting cluster 13 changes total score from -72797216.000000 to -72796000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (29254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Entering Unmasked Estep 
Score: -3729404.250000 Penalty: 1671.112915
	Iteration 0F: 2 clusters Score -3729404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3709698.750000 Penalty: 3342.225830
	Iteration 0F: 3 clusters Score -3709699 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3717106.000000 Penalty: 3342.225830
	Iteration 1F: 3 clusters Score -3717106 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3717431.000000 Penalty: 3342.225830
	Iteration 2Q: 3 clusters Score -3717431 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3717823.500000 Penalty: 3342.225830
	Iteration 3Q: 3 clusters Score -3717824 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3718264.250000 Penalty: 3342.225830
	Iteration 4Q: 3 clusters Score -3718264 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3718983.000000 Penalty: 3342.225830
	Iteration 5Q: 3 clusters Score -3718983 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3719989.000000 Penalty: 3342.225830
	Iteration 6F: 3 clusters Score -3719989 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3721396.250000 Penalty: 3342.225830
	Iteration 7F: 3 clusters Score -3721396 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3723251.750000 Penalty: 3342.225830
	Iteration 8F: 3 clusters Score -3723252 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3725125.000000 Penalty: 3342.225830
	Iteration 9F: 3 clusters Score -3725125 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3726587.750000 Penalty: 3342.225830
	Iteration 10F: 3 clusters Score -3726588 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3727449.000000 Penalty: 3342.225830
	Iteration 11Q: 3 clusters Score -3727449 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -3727861.500000 Penalty: 3342.225830
	Iteration 12Q: 3 clusters Score -3727862 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3728075.500000 Penalty: 3342.225830
	Iteration 13Q: 3 clusters Score -3728076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3728166.750000 Penalty: 3342.225830
	Iteration 14Q: 3 clusters Score -3728167 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3728203.250000 Penalty: 3342.225830
	Iteration 15Q: 3 clusters Score -3728203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3728228.750000 Penalty: 3342.225830
	Iteration 16Q: 3 clusters Score -3728229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3728250.500000 Penalty: 3342.225830
	Iteration 17Q: 3 clusters Score -3728250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3728258.500000 Penalty: 3342.225830
	Iteration 18Q: 3 clusters Score -3728258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -3728265.000000 Penalty: 3342.225830
	Iteration 19Q: 3 clusters Score -3728265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3728273.500000 Penalty: 3342.225830
	Iteration 20F: 3 clusters Score -3728274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3728278.750000 Penalty: 3342.225830
	Iteration 21Q: 3 clusters Score -3728279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3728282.000000 Penalty: 3342.225830
	Iteration 22Q: 3 clusters Score -3728282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3728280.750000 Penalty: 3342.225830
	Iteration 23Q: 3 clusters Score -3728281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3728281.500000 Penalty: 3342.225830
	Iteration 24Q: 3 clusters Score -3728282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3728285.000000 Penalty: 3342.225830
	Iteration 25Q: 3 clusters Score -3728285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3728284.000000 Penalty: 3342.225830
	Iteration 26Q: 3 clusters Score -3728284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3728291.750000 Penalty: 3342.225830
	Iteration 27Q: 3 clusters Score -3728292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3728291.750000 Penalty: 3342.225830
	Iteration 28F: 3 clusters Score -3728292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94737 members 
Entering Unmasked Estep 
Score: -12022492.000000 Penalty: 1862.064819
	Iteration 0F: 2 clusters Score -1.202249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -11959900.000000 Penalty: 3724.129639
	Iteration 0F: 3 clusters Score -1.19599e+07 nChanged 45237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -11986069.000000 Penalty: 3724.129639
	Iteration 1F: 3 clusters Score -1.198607e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -11987106.000000 Penalty: 3724.129639
	Iteration 2Q: 3 clusters Score -1.198711e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -11988272.000000 Penalty: 3724.129639
	Iteration 3Q: 3 clusters Score -1.198827e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -11989725.000000 Penalty: 3724.129639
	Iteration 4Q: 3 clusters Score -1.198972e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -11991249.000000 Penalty: 3724.129639
	Iteration 5Q: 3 clusters Score -1.199125e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -11992920.000000 Penalty: 3724.129639
	Iteration 6Q: 3 clusters Score -1.199292e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -11994498.000000 Penalty: 3724.129639
	Iteration 7Q: 3 clusters Score -1.19945e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -11996053.000000 Penalty: 3724.129639
	Iteration 8Q: 3 clusters Score -1.199605e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -11997554.000000 Penalty: 3724.129639
	Iteration 9Q: 3 clusters Score -1.199755e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -11999042.000000 Penalty: 3724.129639
	Iteration 10Q: 3 clusters Score -1.199904e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -12000507.000000 Penalty: 3724.129639
	Iteration 11Q: 3 clusters Score -1.200051e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -12002165.000000 Penalty: 3724.129639
	Iteration 12Q: 3 clusters Score -1.200216e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -12003679.000000 Penalty: 3724.129639
	Iteration 13Q: 3 clusters Score -1.200368e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -12005037.000000 Penalty: 3724.129639
	Iteration 14Q: 3 clusters Score -1.200504e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -12005855.000000 Penalty: 3724.129639
	Iteration 15Q: 3 clusters Score -1.200586e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -12006257.000000 Penalty: 3724.129639
	Iteration 16Q: 3 clusters Score -1.200626e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -12006608.000000 Penalty: 3724.129639
	Iteration 17Q: 3 clusters Score -1.200661e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -12006827.000000 Penalty: 3724.129639
	Iteration 18Q: 3 clusters Score -1.200683e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -12006996.000000 Penalty: 3724.129639
	Iteration 19Q: 3 clusters Score -1.2007e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -12007209.000000 Penalty: 3724.129639
	Iteration 20F: 3 clusters Score -1.200721e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -12007384.000000 Penalty: 3724.129639
	Iteration 21Q: 3 clusters Score -1.200738e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -12007587.000000 Penalty: 3724.129639
	Iteration 22Q: 3 clusters Score -1.200759e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -12007823.000000 Penalty: 3724.129639
	Iteration 23Q: 3 clusters Score -1.200782e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -12008068.000000 Penalty: 3724.129639
	Iteration 24Q: 3 clusters Score -1.200807e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -12008297.000000 Penalty: 3724.129639
	Iteration 25Q: 3 clusters Score -1.20083e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -12008497.000000 Penalty: 3724.129639
	Iteration 26Q: 3 clusters Score -1.20085e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -12008713.000000 Penalty: 3724.129639
	Iteration 27Q: 3 clusters Score -1.200871e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -12008993.000000 Penalty: 3724.129639
	Iteration 28Q: 3 clusters Score -1.200899e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -12009242.000000 Penalty: 3724.129639
	Iteration 29Q: 3 clusters Score -1.200924e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -12009446.000000 Penalty: 3724.129639
	Iteration 30Q: 3 clusters Score -1.200945e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -12009604.000000 Penalty: 3724.129639
	Iteration 31Q: 3 clusters Score -1.20096e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -12009786.000000 Penalty: 3724.129639
	Iteration 32Q: 3 clusters Score -1.200979e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -12009974.000000 Penalty: 3724.129639
	Iteration 33Q: 3 clusters Score -1.200997e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -12010113.000000 Penalty: 3724.129639
	Iteration 34Q: 3 clusters Score -1.201011e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -12010290.000000 Penalty: 3724.129639
	Iteration 35Q: 3 clusters Score -1.201029e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -12010491.000000 Penalty: 3724.129639
	Iteration 36Q: 3 clusters Score -1.201049e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -12010626.000000 Penalty: 3724.129639
	Iteration 37Q: 3 clusters Score -1.201063e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -12010837.000000 Penalty: 3724.129639
	Iteration 38Q: 3 clusters Score -1.201084e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -12010927.000000 Penalty: 3724.129639
	Iteration 39Q: 3 clusters Score -1.201093e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -12011077.000000 Penalty: 3724.129639
	Iteration 40F: 3 clusters Score -1.201108e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -12011223.000000 Penalty: 3724.129639
	Iteration 41Q: 3 clusters Score -1.201122e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -12011399.000000 Penalty: 3724.129639
	Iteration 42Q: 3 clusters Score -1.20114e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -12011586.000000 Penalty: 3724.129639
	Iteration 43Q: 3 clusters Score -1.201159e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -12011872.000000 Penalty: 3724.129639
	Iteration 44Q: 3 clusters Score -1.201187e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -12012267.000000 Penalty: 3724.129639
	Iteration 45Q: 3 clusters Score -1.201227e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -12012619.000000 Penalty: 3724.129639
	Iteration 46Q: 3 clusters Score -1.201262e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -12012999.000000 Penalty: 3724.129639
	Iteration 47Q: 3 clusters Score -1.2013e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -12013346.000000 Penalty: 3724.129639
	Iteration 48Q: 3 clusters Score -1.201335e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -12013738.000000 Penalty: 3724.129639
	Iteration 49Q: 3 clusters Score -1.201374e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -12014106.000000 Penalty: 3724.129639
	Iteration 50Q: 3 clusters Score -1.201411e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -12014500.000000 Penalty: 3724.129639
	Iteration 51Q: 3 clusters Score -1.20145e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -12014707.000000 Penalty: 3724.129639
	Iteration 52Q: 3 clusters Score -1.201471e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -12014968.000000 Penalty: 3724.129639
	Iteration 53Q: 3 clusters Score -1.201497e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -12015226.000000 Penalty: 3724.129639
	Iteration 54Q: 3 clusters Score -1.201523e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -12015355.000000 Penalty: 3724.129639
	Iteration 55Q: 3 clusters Score -1.201536e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -12015466.000000 Penalty: 3724.129639
	Iteration 56Q: 3 clusters Score -1.201547e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -12015640.000000 Penalty: 3724.129639
	Iteration 57Q: 3 clusters Score -1.201564e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -12015791.000000 Penalty: 3724.129639
	Iteration 58Q: 3 clusters Score -1.201579e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -12015893.000000 Penalty: 3724.129639
	Iteration 59Q: 3 clusters Score -1.201589e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -12016001.000000 Penalty: 3724.129639
	Iteration 60F: 3 clusters Score -1.2016e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -12016163.000000 Penalty: 3724.129639
	Iteration 61Q: 3 clusters Score -1.201616e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -12016286.000000 Penalty: 3724.129639
	Iteration 62Q: 3 clusters Score -1.201629e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -12016373.000000 Penalty: 3724.129639
	Iteration 63Q: 3 clusters Score -1.201637e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -12016461.000000 Penalty: 3724.129639
	Iteration 64Q: 3 clusters Score -1.201646e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -12016591.000000 Penalty: 3724.129639
	Iteration 65Q: 3 clusters Score -1.201659e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -12016654.000000 Penalty: 3724.129639
	Iteration 66Q: 3 clusters Score -1.201665e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -12016783.000000 Penalty: 3724.129639
	Iteration 67Q: 3 clusters Score -1.201678e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -12016930.000000 Penalty: 3724.129639
	Iteration 68Q: 3 clusters Score -1.201693e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -12017019.000000 Penalty: 3724.129639
	Iteration 69Q: 3 clusters Score -1.201702e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -12017127.000000 Penalty: 3724.129639
	Iteration 70Q: 3 clusters Score -1.201713e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -12017206.000000 Penalty: 3724.129639
	Iteration 71Q: 3 clusters Score -1.201721e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -12017308.000000 Penalty: 3724.129639
	Iteration 72Q: 3 clusters Score -1.201731e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -12017408.000000 Penalty: 3724.129639
	Iteration 73Q: 3 clusters Score -1.201741e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -12017479.000000 Penalty: 3724.129639
	Iteration 74Q: 3 clusters Score -1.201748e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -12017522.000000 Penalty: 3724.129639
	Iteration 75Q: 3 clusters Score -1.201752e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -12017564.000000 Penalty: 3724.129639
	Iteration 76Q: 3 clusters Score -1.201756e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -12017667.000000 Penalty: 3724.129639
	Iteration 77Q: 3 clusters Score -1.201767e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -12017792.000000 Penalty: 3724.129639
	Iteration 78Q: 3 clusters Score -1.201779e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -12017897.000000 Penalty: 3724.129639
	Iteration 79Q: 3 clusters Score -1.20179e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -12017997.000000 Penalty: 3724.129639
	Iteration 80F: 3 clusters Score -1.2018e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -12018091.000000 Penalty: 3724.129639
	Iteration 81Q: 3 clusters Score -1.201809e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -12018219.000000 Penalty: 3724.129639
	Iteration 82Q: 3 clusters Score -1.201822e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -12018286.000000 Penalty: 3724.129639
	Iteration 83Q: 3 clusters Score -1.201829e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -12018380.000000 Penalty: 3724.129639
	Iteration 84Q: 3 clusters Score -1.201838e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -12018475.000000 Penalty: 3724.129639
	Iteration 85Q: 3 clusters Score -1.201848e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -12018536.000000 Penalty: 3724.129639
	Iteration 86Q: 3 clusters Score -1.201854e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -12018666.000000 Penalty: 3724.129639
	Iteration 87Q: 3 clusters Score -1.201867e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -12018737.000000 Penalty: 3724.129639
	Iteration 88Q: 3 clusters Score -1.201874e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -12018877.000000 Penalty: 3724.129639
	Iteration 89Q: 3 clusters Score -1.201888e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -12018891.000000 Penalty: 3724.129639
	Iteration 90Q: 3 clusters Score -1.201889e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -12018960.000000 Penalty: 3724.129639
	Iteration 91Q: 3 clusters Score -1.201896e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -12019040.000000 Penalty: 3724.129639
	Iteration 92Q: 3 clusters Score -1.201904e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -12019099.000000 Penalty: 3724.129639
	Iteration 93Q: 3 clusters Score -1.20191e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -12019181.000000 Penalty: 3724.129639
	Iteration 94Q: 3 clusters Score -1.201918e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -12019241.000000 Penalty: 3724.129639
	Iteration 95Q: 3 clusters Score -1.201924e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -12019283.000000 Penalty: 3724.129639
	Iteration 96Q: 3 clusters Score -1.201928e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -12019321.000000 Penalty: 3724.129639
	Iteration 97Q: 3 clusters Score -1.201932e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -12019364.000000 Penalty: 3724.129639
	Iteration 98Q: 3 clusters Score -1.201936e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -12019384.000000 Penalty: 3724.129639
	Iteration 99Q: 3 clusters Score -1.201938e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -12019415.000000 Penalty: 3724.129639
	Iteration 100F: 3 clusters Score -1.201942e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -12019449.000000 Penalty: 3724.129639
	Iteration 101Q: 3 clusters Score -1.201945e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -12019515.000000 Penalty: 3724.129639
	Iteration 102Q: 3 clusters Score -1.201952e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -12019558.000000 Penalty: 3724.129639
	Iteration 103Q: 3 clusters Score -1.201956e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -12019604.000000 Penalty: 3724.129639
	Iteration 104Q: 3 clusters Score -1.20196e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -12019650.000000 Penalty: 3724.129639
	Iteration 105Q: 3 clusters Score -1.201965e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87165 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -12019689.000000 Penalty: 3724.129639
	Iteration 106Q: 3 clusters Score -1.201969e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -12019750.000000 Penalty: 3724.129639
	Iteration 107Q: 3 clusters Score -1.201975e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -12019753.000000 Penalty: 3724.129639
	Iteration 108Q: 3 clusters Score -1.201975e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -12019777.000000 Penalty: 3724.129639
	Iteration 109Q: 3 clusters Score -1.201978e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -12019811.000000 Penalty: 3724.129639
	Iteration 110Q: 3 clusters Score -1.201981e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -12019867.000000 Penalty: 3724.129639
	Iteration 111Q: 3 clusters Score -1.201987e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -12019930.000000 Penalty: 3724.129639
	Iteration 112Q: 3 clusters Score -1.201993e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -12019960.000000 Penalty: 3724.129639
	Iteration 113Q: 3 clusters Score -1.201996e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -12019994.000000 Penalty: 3724.129639
	Iteration 114Q: 3 clusters Score -1.201999e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -12020052.000000 Penalty: 3724.129639
	Iteration 115Q: 3 clusters Score -1.202005e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -12020094.000000 Penalty: 3724.129639
	Iteration 116Q: 3 clusters Score -1.202009e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -12020158.000000 Penalty: 3724.129639
	Iteration 117Q: 3 clusters Score -1.202016e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -12020213.000000 Penalty: 3724.129639
	Iteration 118Q: 3 clusters Score -1.202021e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -12020272.000000 Penalty: 3724.129639
	Iteration 119Q: 3 clusters Score -1.202027e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -12020309.000000 Penalty: 3724.129639
	Iteration 120F: 3 clusters Score -1.202031e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -12020348.000000 Penalty: 3724.129639
	Iteration 121Q: 3 clusters Score -1.202035e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -12020434.000000 Penalty: 3724.129639
	Iteration 122Q: 3 clusters Score -1.202043e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -12020503.000000 Penalty: 3724.129639
	Iteration 123Q: 3 clusters Score -1.20205e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -12020550.000000 Penalty: 3724.129639
	Iteration 124Q: 3 clusters Score -1.202055e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92075 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -12020648.000000 Penalty: 3724.129639
	Iteration 125Q: 3 clusters Score -1.202065e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -12020737.000000 Penalty: 3724.129639
	Iteration 126Q: 3 clusters Score -1.202074e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -12020774.000000 Penalty: 3724.129639
	Iteration 127Q: 3 clusters Score -1.202077e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -12020789.000000 Penalty: 3724.129639
	Iteration 128Q: 3 clusters Score -1.202079e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12020810.000000 Penalty: 3724.129639
	Iteration 129Q: 3 clusters Score -1.202081e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -12020843.000000 Penalty: 3724.129639
	Iteration 130Q: 3 clusters Score -1.202084e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -12020853.000000 Penalty: 3724.129639
	Iteration 131Q: 3 clusters Score -1.202085e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -12020873.000000 Penalty: 3724.129639
	Iteration 132Q: 3 clusters Score -1.202087e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -12020913.000000 Penalty: 3724.129639
	Iteration 133Q: 3 clusters Score -1.202091e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12020944.000000 Penalty: 3724.129639
	Iteration 134Q: 3 clusters Score -1.202094e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -12020959.000000 Penalty: 3724.129639
	Iteration 135Q: 3 clusters Score -1.202096e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12020986.000000 Penalty: 3724.129639
	Iteration 136Q: 3 clusters Score -1.202099e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12020985.000000 Penalty: 3724.129639
	Iteration 137Q: 3 clusters Score -1.202098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93525 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -12020982.000000 Penalty: 3724.129639
	Iteration 138Q: 3 clusters Score -1.202098e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -12020981.000000 Penalty: 3724.129639
	Iteration 139Q: 3 clusters Score -1.202098e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12021000.000000 Penalty: 3724.129639
	Iteration 140F: 3 clusters Score -1.2021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12021007.000000 Penalty: 3724.129639
	Iteration 141Q: 3 clusters Score -1.202101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12021027.000000 Penalty: 3724.129639
	Iteration 142Q: 3 clusters Score -1.202103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12021027.000000 Penalty: 3724.129639
	Iteration 143Q: 3 clusters Score -1.202103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12021058.000000 Penalty: 3724.129639
	Iteration 144Q: 3 clusters Score -1.202106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93732 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12021067.000000 Penalty: 3724.129639
	Iteration 145Q: 3 clusters Score -1.202107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12021068.000000 Penalty: 3724.129639
	Iteration 146Q: 3 clusters Score -1.202107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93770 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12021065.000000 Penalty: 3724.129639
	Iteration 147Q: 3 clusters Score -1.202106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -12021069.000000 Penalty: 3724.129639
	Iteration 148Q: 3 clusters Score -1.202107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12021077.000000 Penalty: 3724.129639
	Iteration 149Q: 3 clusters Score -1.202108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12021075.000000 Penalty: 3724.129639
	Iteration 150Q: 3 clusters Score -1.202108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12021076.000000 Penalty: 3724.129639
	Iteration 151Q: 3 clusters Score -1.202108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12021082.000000 Penalty: 3724.129639
	Iteration 152Q: 3 clusters Score -1.202108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93847 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12021082.000000 Penalty: 3724.129639
	Iteration 153Q: 3 clusters Score -1.202108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12021094.000000 Penalty: 3724.129639
	Iteration 154Q: 3 clusters Score -1.202109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12021095.000000 Penalty: 3724.129639
	Iteration 155Q: 3 clusters Score -1.20211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12021082.000000 Penalty: 3724.129639
	Iteration 156Q: 3 clusters Score -1.202108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12021090.000000 Penalty: 3724.129639
	Iteration 157Q: 3 clusters Score -1.202109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12021089.000000 Penalty: 3724.129639
	Iteration 158Q: 3 clusters Score -1.202109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12021088.000000 Penalty: 3724.129639
	Iteration 159Q: 3 clusters Score -1.202109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12021091.000000 Penalty: 3724.129639
	Iteration 160F: 3 clusters Score -1.202109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12021097.000000 Penalty: 3724.129639
	Iteration 161Q: 3 clusters Score -1.20211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12021106.000000 Penalty: 3724.129639
	Iteration 162Q: 3 clusters Score -1.202111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93907 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12021100.000000 Penalty: 3724.129639
	Iteration 163Q: 3 clusters Score -1.20211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12021100.000000 Penalty: 3724.129639
	Iteration 164Q: 3 clusters Score -1.20211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12021099.000000 Penalty: 3724.129639
	Iteration 165Q: 3 clusters Score -1.20211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12021114.000000 Penalty: 3724.129639
	Iteration 166Q: 3 clusters Score -1.202111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12021103.000000 Penalty: 3724.129639
	Iteration 167Q: 3 clusters Score -1.20211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12021106.000000 Penalty: 3724.129639
	Iteration 168Q: 3 clusters Score -1.202111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12021106.000000 Penalty: 3724.129639
	Iteration 169Q: 3 clusters Score -1.202111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12021112.000000 Penalty: 3724.129639
	Iteration 170Q: 3 clusters Score -1.202111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12021115.000000 Penalty: 3724.129639
	Iteration 171Q: 3 clusters Score -1.202112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12021110.000000 Penalty: 3724.129639
	Iteration 172Q: 3 clusters Score -1.202111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12021104.000000 Penalty: 3724.129639
	Iteration 173Q: 3 clusters Score -1.20211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12021104.000000 Penalty: 3724.129639
	Iteration 174F: 3 clusters Score -1.20211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -362910.718750 Penalty: 1288.950439
	Iteration 0F: 2 clusters Score -362910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -360277.437500 Penalty: 2577.900879
	Iteration 0F: 3 clusters Score -360277.4 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -360873.531250 Penalty: 2577.900879
	Iteration 1F: 3 clusters Score -360873.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -361024.718750 Penalty: 2577.900879
	Iteration 2F: 3 clusters Score -361024.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -361123.250000 Penalty: 2577.900879
	Iteration 3F: 3 clusters Score -361123.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -361197.125000 Penalty: 2577.900879
	Iteration 4Q: 3 clusters Score -361197.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -361270.125000 Penalty: 2577.900879
	Iteration 5Q: 3 clusters Score -361270.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -361350.875000 Penalty: 2577.900879
	Iteration 6Q: 3 clusters Score -361350.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -361419.968750 Penalty: 2577.900879
	Iteration 7Q: 3 clusters Score -361420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -361471.625000 Penalty: 2577.900879
	Iteration 8Q: 3 clusters Score -361471.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -361517.531250 Penalty: 2577.900879
	Iteration 9Q: 3 clusters Score -361517.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -361560.250000 Penalty: 2577.900879
	Iteration 10Q: 3 clusters Score -361560.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -361601.000000 Penalty: 2577.900879
	Iteration 11Q: 3 clusters Score -361601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -361630.781250 Penalty: 2577.900879
	Iteration 12Q: 3 clusters Score -361630.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -361659.218750 Penalty: 2577.900879
	Iteration 13Q: 3 clusters Score -361659.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -361687.843750 Penalty: 2577.900879
	Iteration 14Q: 3 clusters Score -361687.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -361722.781250 Penalty: 2577.900879
	Iteration 15Q: 3 clusters Score -361722.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -361751.343750 Penalty: 2577.900879
	Iteration 16Q: 3 clusters Score -361751.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -361771.062500 Penalty: 2577.900879
	Iteration 17Q: 3 clusters Score -361771.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -361790.250000 Penalty: 2577.900879
	Iteration 18Q: 3 clusters Score -361790.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -361801.343750 Penalty: 2577.900879
	Iteration 19Q: 3 clusters Score -361801.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -361813.781250 Penalty: 2577.900879
	Iteration 20F: 3 clusters Score -361813.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -361832.218750 Penalty: 2577.900879
	Iteration 21Q: 3 clusters Score -361832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -361844.937500 Penalty: 2577.900879
	Iteration 22Q: 3 clusters Score -361844.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -361853.906250 Penalty: 2577.900879
	Iteration 23Q: 3 clusters Score -361853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -361860.718750 Penalty: 2577.900879
	Iteration 24Q: 3 clusters Score -361860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -361869.718750 Penalty: 2577.900879
	Iteration 25Q: 3 clusters Score -361869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -361876.875000 Penalty: 2577.900879
	Iteration 26Q: 3 clusters Score -361876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -361881.906250 Penalty: 2577.900879
	Iteration 27Q: 3 clusters Score -361881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -361883.187500 Penalty: 2577.900879
	Iteration 28Q: 3 clusters Score -361883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -361886.687500 Penalty: 2577.900879
	Iteration 29Q: 3 clusters Score -361886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -361887.281250 Penalty: 2577.900879
	Iteration 30Q: 3 clusters Score -361887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -361887.281250 Penalty: 2577.900879
	Iteration 31F: 3 clusters Score -361887.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -281741.937500 Penalty: 1252.981201
	Iteration 0F: 2 clusters Score -281741.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -279500.906250 Penalty: 2505.962402
	Iteration 0F: 3 clusters Score -279500.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -279983.718750 Penalty: 2505.962402
	Iteration 1F: 3 clusters Score -279983.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -280097.687500 Penalty: 2505.962402
	Iteration 2F: 3 clusters Score -280097.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -280164.531250 Penalty: 2505.962402
	Iteration 3Q: 3 clusters Score -280164.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -280192.843750 Penalty: 2505.962402
	Iteration 4Q: 3 clusters Score -280192.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -280216.468750 Penalty: 2505.962402
	Iteration 5Q: 3 clusters Score -280216.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -280239.656250 Penalty: 2505.962402
	Iteration 6Q: 3 clusters Score -280239.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -280260.156250 Penalty: 2505.962402
	Iteration 7Q: 3 clusters Score -280260.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -280275.906250 Penalty: 2505.962402
	Iteration 8Q: 3 clusters Score -280275.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -280295.656250 Penalty: 2505.962402
	Iteration 9Q: 3 clusters Score -280295.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -280323.656250 Penalty: 2505.962402
	Iteration 10Q: 3 clusters Score -280323.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -280351.343750 Penalty: 2505.962402
	Iteration 11Q: 3 clusters Score -280351.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -280376.437500 Penalty: 2505.962402
	Iteration 12Q: 3 clusters Score -280376.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -280404.906250 Penalty: 2505.962402
	Iteration 13Q: 3 clusters Score -280404.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -280431.562500 Penalty: 2505.962402
	Iteration 14Q: 3 clusters Score -280431.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -280450.062500 Penalty: 2505.962402
	Iteration 15Q: 3 clusters Score -280450.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -280471.000000 Penalty: 2505.962402
	Iteration 16Q: 3 clusters Score -280471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -280491.218750 Penalty: 2505.962402
	Iteration 17Q: 3 clusters Score -280491.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -280506.531250 Penalty: 2505.962402
	Iteration 18Q: 3 clusters Score -280506.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -280517.468750 Penalty: 2505.962402
	Iteration 19Q: 3 clusters Score -280517.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -280526.968750 Penalty: 2505.962402
	Iteration 20F: 3 clusters Score -280527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -280533.593750 Penalty: 2505.962402
	Iteration 21Q: 3 clusters Score -280533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -280538.437500 Penalty: 2505.962402
	Iteration 22Q: 3 clusters Score -280538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -280541.937500 Penalty: 2505.962402
	Iteration 23Q: 3 clusters Score -280541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -280545.468750 Penalty: 2505.962402
	Iteration 24Q: 3 clusters Score -280545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -280547.875000 Penalty: 2505.962402
	Iteration 25Q: 3 clusters Score -280547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -280553.000000 Penalty: 2505.962402
	Iteration 26Q: 3 clusters Score -280553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -280554.281250 Penalty: 2505.962402
	Iteration 27Q: 3 clusters Score -280554.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -280555.125000 Penalty: 2505.962402
	Iteration 28Q: 3 clusters Score -280555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -280559.000000 Penalty: 2505.962402
	Iteration 29Q: 3 clusters Score -280559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -280564.281250 Penalty: 2505.962402
	Iteration 30Q: 3 clusters Score -280564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -280568.531250 Penalty: 2505.962402
	Iteration 31Q: 3 clusters Score -280568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -280571.093750 Penalty: 2505.962402
	Iteration 32Q: 3 clusters Score -280571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -280574.718750 Penalty: 2505.962402
	Iteration 33Q: 3 clusters Score -280574.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -280579.218750 Penalty: 2505.962402
	Iteration 34Q: 3 clusters Score -280579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -280584.968750 Penalty: 2505.962402
	Iteration 35Q: 3 clusters Score -280585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -280586.500000 Penalty: 2505.962402
	Iteration 36Q: 3 clusters Score -280586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -280587.656250 Penalty: 2505.962402
	Iteration 37Q: 3 clusters Score -280587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -280588.625000 Penalty: 2505.962402
	Iteration 38Q: 3 clusters Score -280588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -280589.687500 Penalty: 2505.962402
	Iteration 39Q: 3 clusters Score -280589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -280590.875000 Penalty: 2505.962402
	Iteration 40F: 3 clusters Score -280590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -280591.750000 Penalty: 2505.962402
	Iteration 41Q: 3 clusters Score -280591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -280591.750000 Penalty: 2505.962402
	Iteration 42F: 3 clusters Score -280591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 69069 members 
Mstep: Class 3 contains 57687 members 
Mstep: Class 4 contains 109949 members 
Mstep: Class 6 contains 109370 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 71281 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26782 members 
Mstep: Class 11 contains 3771 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 94737 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 19 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797232.000000 Penalty: 34500.488281
Iteration 119Q: 17 clusters Score -7.279723e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 68407 members 
Mstep: Class 3 contains 57785 members 
Mstep: Class 4 contains 109981 members 
Mstep: Class 6 contains 109385 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 72221 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 26806 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29193 members 
Mstep: Class 15 contains 94314 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 19 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797576.000000 Penalty: 34500.488281
Iteration 120F: 17 clusters Score -7.279758e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 67795 members 
Mstep: Class 3 contains 57882 members 
Mstep: Class 4 contains 110007 members 
Mstep: Class 6 contains 109399 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 73198 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26821 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29144 members 
Mstep: Class 15 contains 93806 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 19 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797832.000000 Penalty: 34500.488281
Iteration 121Q: 17 clusters Score -7.279783e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 67177 members 
Mstep: Class 3 contains 57980 members 
Mstep: Class 4 contains 110001 members 
Mstep: Class 6 contains 109416 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 74184 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26842 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29076 members 
Mstep: Class 15 contains 93340 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 19 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798272.000000 Penalty: 34500.488281
Iteration 122Q: 17 clusters Score -7.279827e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66511 members 
Mstep: Class 3 contains 58045 members 
Mstep: Class 4 contains 110052 members 
Mstep: Class 6 contains 109448 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 75245 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26856 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 29018 members 
Mstep: Class 15 contains 92834 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 19 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798416.000000 Penalty: 34500.488281
Iteration 123Q: 17 clusters Score -7.279842e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 65863 members 
Mstep: Class 3 contains 58123 members 
Mstep: Class 4 contains 110042 members 
Mstep: Class 6 contains 109461 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 76325 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26869 members 
Mstep: Class 11 contains 3776 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28958 members 
Mstep: Class 15 contains 92353 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 19 contains 2329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798416.000000 Penalty: 34500.488281
Iteration 124Q: 17 clusters Score -7.279842e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 65208 members 
Mstep: Class 3 contains 58228 members 
Mstep: Class 4 contains 109958 members 
Mstep: Class 6 contains 109481 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 77424 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26888 members 
Mstep: Class 11 contains 3779 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28915 members 
Mstep: Class 15 contains 91877 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 19 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798456.000000 Penalty: 34500.488281
Iteration 125Q: 17 clusters Score -7.279846e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 64536 members 
Mstep: Class 3 contains 58341 members 
Mstep: Class 4 contains 109935 members 
Mstep: Class 6 contains 109505 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 78486 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26909 members 
Mstep: Class 11 contains 3783 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28877 members 
Mstep: Class 15 contains 91392 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 19 contains 2344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799032.000000 Penalty: 34500.488281
Iteration 126Q: 17 clusters Score -7.279903e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 63898 members 
Mstep: Class 3 contains 58428 members 
Mstep: Class 4 contains 109928 members 
Mstep: Class 6 contains 109521 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 79602 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26938 members 
Mstep: Class 11 contains 3786 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28845 members 
Mstep: Class 15 contains 90823 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 19 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799440.000000 Penalty: 34500.488281
Iteration 127Q: 17 clusters Score -7.279944e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 63278 members 
Mstep: Class 3 contains 58516 members 
Mstep: Class 4 contains 109892 members 
Mstep: Class 6 contains 109528 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 80775 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26942 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28803 members 
Mstep: Class 15 contains 90251 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 19 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799864.000000 Penalty: 34500.488281
Iteration 128Q: 17 clusters Score -7.279986e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 62730 members 
Mstep: Class 3 contains 58621 members 
Mstep: Class 4 contains 109841 members 
Mstep: Class 6 contains 109530 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 81941 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26959 members 
Mstep: Class 11 contains 3798 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28758 members 
Mstep: Class 15 contains 89619 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 19 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800120.000000 Penalty: 34500.488281
Iteration 129Q: 17 clusters Score -7.280012e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 62264 members 
Mstep: Class 3 contains 58710 members 
Mstep: Class 4 contains 109767 members 
Mstep: Class 6 contains 109526 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 83086 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26940 members 
Mstep: Class 11 contains 3805 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28707 members 
Mstep: Class 15 contains 89019 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 19 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800512.000000 Penalty: 34500.488281
Iteration 130Q: 17 clusters Score -7.280051e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 61781 members 
Mstep: Class 3 contains 58806 members 
Mstep: Class 4 contains 109728 members 
Mstep: Class 6 contains 109528 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 84256 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26921 members 
Mstep: Class 11 contains 3814 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28665 members 
Mstep: Class 15 contains 88350 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 19 contains 2307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800928.000000 Penalty: 34500.488281
Iteration 131Q: 17 clusters Score -7.280093e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 61318 members 
Mstep: Class 3 contains 58839 members 
Mstep: Class 4 contains 109626 members 
Mstep: Class 6 contains 109541 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 85430 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26918 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28607 members 
Mstep: Class 15 contains 87771 members 
Mstep: Class 17 contains 2742 members 
Mstep: Class 19 contains 2309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801224.000000 Penalty: 34500.488281
Iteration 132Q: 17 clusters Score -7.280122e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 60785 members 
Mstep: Class 3 contains 58873 members 
Mstep: Class 4 contains 109607 members 
Mstep: Class 6 contains 109563 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 86629 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26912 members 
Mstep: Class 11 contains 3823 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28550 members 
Mstep: Class 15 contains 87154 members 
Mstep: Class 17 contains 2725 members 
Mstep: Class 19 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801768.000000 Penalty: 34500.488281
Iteration 133Q: 17 clusters Score -7.280177e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 60201 members 
Mstep: Class 3 contains 58886 members 
Mstep: Class 4 contains 109607 members 
Mstep: Class 6 contains 109589 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 87856 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26893 members 
Mstep: Class 11 contains 3830 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28506 members 
Mstep: Class 15 contains 86557 members 
Mstep: Class 17 contains 2707 members 
Mstep: Class 19 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801952.000000 Penalty: 34500.488281
Iteration 134Q: 17 clusters Score -7.280195e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 59630 members 
Mstep: Class 3 contains 58866 members 
Mstep: Class 4 contains 109627 members 
Mstep: Class 6 contains 109610 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 89088 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 26875 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28469 members 
Mstep: Class 15 contains 85969 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 19 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802552.000000 Penalty: 34500.488281
Iteration 135Q: 17 clusters Score -7.280255e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 59065 members 
Mstep: Class 3 contains 58824 members 
Mstep: Class 4 contains 109599 members 
Mstep: Class 6 contains 109629 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 90440 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 26845 members 
Mstep: Class 11 contains 3851 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28421 members 
Mstep: Class 15 contains 85350 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802952.000000 Penalty: 34500.488281
Iteration 136Q: 17 clusters Score -7.280295e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 58550 members 
Mstep: Class 3 contains 58761 members 
Mstep: Class 4 contains 109614 members 
Mstep: Class 6 contains 109647 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 91719 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 26808 members 
Mstep: Class 11 contains 3862 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28393 members 
Mstep: Class 15 contains 84702 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 19 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803368.000000 Penalty: 34500.488281
Iteration 137Q: 17 clusters Score -7.280337e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 57982 members 
Mstep: Class 3 contains 58704 members 
Mstep: Class 4 contains 109612 members 
Mstep: Class 6 contains 109648 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 93164 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 26771 members 
Mstep: Class 11 contains 3864 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28354 members 
Mstep: Class 15 contains 83987 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 19 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 17 clusters Score -7.280389e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 57376 members 
Mstep: Class 3 contains 58632 members 
Mstep: Class 4 contains 109658 members 
Mstep: Class 6 contains 109655 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 94808 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 26734 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28281 members 
Mstep: Class 15 contains 83097 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 19 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804216.000000 Penalty: 34500.488281
Iteration 139Q: 17 clusters Score -7.280422e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 56679 members 
Mstep: Class 3 contains 58495 members 
Mstep: Class 4 contains 109710 members 
Mstep: Class 6 contains 109665 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 96696 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 26707 members 
Mstep: Class 11 contains 3870 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28191 members 
Mstep: Class 15 contains 82113 members 
Mstep: Class 17 contains 2582 members 
Mstep: Class 19 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804800.000000 Penalty: 34500.488281
Iteration 140F: 17 clusters Score -7.28048e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 55901 members 
Mstep: Class 3 contains 58307 members 
Mstep: Class 4 contains 109763 members 
Mstep: Class 6 contains 109666 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 98945 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 26663 members 
Mstep: Class 11 contains 3877 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 28097 members 
Mstep: Class 15 contains 80933 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 19 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805152.000000 Penalty: 34500.488281
Iteration 141Q: 17 clusters Score -7.280515e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 54948 members 
Mstep: Class 3 contains 58079 members 
Mstep: Class 4 contains 109719 members 
Mstep: Class 6 contains 109682 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 101601 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 26597 members 
Mstep: Class 11 contains 3890 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27997 members 
Mstep: Class 15 contains 79677 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 19 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805496.000000 Penalty: 34500.488281
Iteration 142Q: 17 clusters Score -7.28055e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 53807 members 
Mstep: Class 3 contains 57794 members 
Mstep: Class 4 contains 109655 members 
Mstep: Class 6 contains 109697 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 104623 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 26557 members 
Mstep: Class 11 contains 3900 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27895 members 
Mstep: Class 15 contains 78317 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 19 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806032.000000 Penalty: 34500.488281
Iteration 143Q: 17 clusters Score -7.280603e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 52510 members 
Mstep: Class 3 contains 57437 members 
Mstep: Class 4 contains 109555 members 
Mstep: Class 6 contains 109725 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 107959 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 11 contains 3909 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27767 members 
Mstep: Class 15 contains 76899 members 
Mstep: Class 17 contains 2452 members 
Mstep: Class 19 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806480.000000 Penalty: 34500.488281
Iteration 144Q: 17 clusters Score -7.280648e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 51220 members 
Mstep: Class 3 contains 56951 members 
Mstep: Class 4 contains 109591 members 
Mstep: Class 6 contains 109764 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111225 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 26484 members 
Mstep: Class 11 contains 3920 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27641 members 
Mstep: Class 15 contains 75529 members 
Mstep: Class 17 contains 2431 members 
Mstep: Class 19 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806592.000000 Penalty: 34500.488281
Iteration 145Q: 17 clusters Score -7.280659e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 49795 members 
Mstep: Class 3 contains 55996 members 
Mstep: Class 4 contains 109930 members 
Mstep: Class 6 contains 109782 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 114656 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 26422 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27477 members 
Mstep: Class 15 contains 74379 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 19 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805952.000000 Penalty: 34500.488281
Iteration 146Q: 17 clusters Score -7.280595e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48220 members 
Mstep: Class 3 contains 54582 members 
Mstep: Class 4 contains 110660 members 
Mstep: Class 6 contains 109735 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 117808 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 26358 members 
Mstep: Class 11 contains 3942 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27364 members 
Mstep: Class 15 contains 73725 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 19 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804264.000000 Penalty: 34500.488281
Iteration 147Q: 17 clusters Score -7.280426e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 46696 members 
Mstep: Class 3 contains 52921 members 
Mstep: Class 4 contains 111914 members 
Mstep: Class 6 contains 109649 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 120155 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 26270 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27327 members 
Mstep: Class 15 contains 73528 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 19 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801664.000000 Penalty: 34500.488281
Iteration 148Q: 17 clusters Score -7.280166e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45225 members 
Mstep: Class 3 contains 51107 members 
Mstep: Class 4 contains 113589 members 
Mstep: Class 6 contains 109577 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 121616 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26193 members 
Mstep: Class 11 contains 3962 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27358 members 
Mstep: Class 15 contains 73841 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 19 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799192.000000 Penalty: 34500.488281
Iteration 149Q: 17 clusters Score -7.279919e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43990 members 
Mstep: Class 3 contains 49182 members 
Mstep: Class 4 contains 115560 members 
Mstep: Class 6 contains 109529 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 122142 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26167 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27439 members 
Mstep: Class 15 contains 74527 members 
Mstep: Class 17 contains 2356 members 
Mstep: Class 19 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796720.000000 Penalty: 34500.488281
Iteration 150Q: 17 clusters Score -7.279672e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43030 members 
Mstep: Class 3 contains 47324 members 
Mstep: Class 4 contains 117418 members 
Mstep: Class 6 contains 109515 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 122109 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 26124 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 75486 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 19 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793880.000000 Penalty: 34500.488281
Iteration 151Q: 17 clusters Score -7.279388e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 42372 members 
Mstep: Class 3 contains 45555 members 
Mstep: Class 4 contains 119077 members 
Mstep: Class 6 contains 109522 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 121614 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 26093 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27663 members 
Mstep: Class 15 contains 76684 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 19 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791632.000000 Penalty: 34500.488281
Iteration 152Q: 17 clusters Score -7.279163e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41883 members 
Mstep: Class 3 contains 44002 members 
Mstep: Class 4 contains 120387 members 
Mstep: Class 6 contains 109550 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 120926 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 3975 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27748 members 
Mstep: Class 15 contains 78062 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 19 contains 2022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789488.000000 Penalty: 34500.488281
Iteration 153Q: 17 clusters Score -7.278949e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41612 members 
Mstep: Class 3 contains 42645 members 
Mstep: Class 4 contains 121259 members 
Mstep: Class 6 contains 109622 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 120150 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 26007 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27807 members 
Mstep: Class 15 contains 79522 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 19 contains 2023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787648.000000 Penalty: 34500.488281
Iteration 154Q: 17 clusters Score -7.278765e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 41514 members 
Mstep: Class 3 contains 41437 members 
Mstep: Class 4 contains 121675 members 
Mstep: Class 6 contains 109672 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 119410 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 25932 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27861 members 
Mstep: Class 15 contains 81124 members 
Mstep: Class 17 contains 2301 members 
Mstep: Class 19 contains 2015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787264.000000 Penalty: 34500.488281
Iteration 155Q: 17 clusters Score -7.278726e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41546 members 
Mstep: Class 3 contains 40480 members 
Mstep: Class 4 contains 121675 members 
Mstep: Class 6 contains 109725 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 118782 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 25841 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27895 members 
Mstep: Class 15 contains 82684 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 19 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72786888.000000 Penalty: 34500.488281
Iteration 156Q: 17 clusters Score -7.278689e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41562 members 
Mstep: Class 3 contains 39612 members 
Mstep: Class 4 contains 121359 members 
Mstep: Class 6 contains 109792 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 118335 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 25764 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27935 members 
Mstep: Class 15 contains 84264 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 19 contains 2006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787024.000000 Penalty: 34500.488281
Iteration 157Q: 17 clusters Score -7.278702e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41561 members 
Mstep: Class 3 contains 38826 members 
Mstep: Class 4 contains 120867 members 
Mstep: Class 6 contains 109847 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 118008 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 25672 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27955 members 
Mstep: Class 15 contains 85874 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 19 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787240.000000 Penalty: 34500.488281
Iteration 158Q: 17 clusters Score -7.278724e+07 nChanged 3944
Entering ConstructFrom: 
Score: -72787240.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -75475.000000 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -75475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74317.195312 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -74317.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74648.921875 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -74648.92 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74797.046875 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -74797.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74965.781250 Penalty: 2148.913330
	Iteration 3F: 3 clusters Score -74965.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75102.226562 Penalty: 2148.913330
	Iteration 4F: 3 clusters Score -75102.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75333.367188 Penalty: 2148.913330
	Iteration 5F: 3 clusters Score -75333.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75537.523438 Penalty: 2148.913330
	Iteration 6F: 3 clusters Score -75537.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75634.718750 Penalty: 2148.913330
	Iteration 7Q: 3 clusters Score -75634.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75675.937500 Penalty: 2148.913330
	Iteration 8Q: 3 clusters Score -75675.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75686.695312 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -75686.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75708.375000 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -75708.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75720.929688 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -75720.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75724.867188 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -75724.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75725.703125 Penalty: 2148.913330
	Iteration 13Q: 3 clusters Score -75725.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75725.703125 Penalty: 2148.913330
	Iteration 14F: 3 clusters Score -75725.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 41562 members 
Mstep: Class 3 contains 38101 members 
Mstep: Class 4 contains 120225 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 109896 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 117813 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 25585 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27988 members 
Mstep: Class 15 contains 87439 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 19 contains 2009 members 
Entering Unmasked Estep 
Score: -72786600.000000 Penalty: 36656.769531
Splitting cluster 1 changes total score from -72787240.000000 to -72786600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (41562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Entering Unmasked Estep 
Score: -5351079.000000 Penalty: 1728.177979
	Iteration 0F: 2 clusters Score -5351079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -5323321.500000 Penalty: 3456.355957
	Iteration 0F: 3 clusters Score -5323322 nChanged 19368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -5334064.500000 Penalty: 3456.355957
	Iteration 1F: 3 clusters Score -5334064 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -5334545.000000 Penalty: 3456.355957
	Iteration 2Q: 3 clusters Score -5334545 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -5335033.500000 Penalty: 3456.355957
	Iteration 3Q: 3 clusters Score -5335034 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -5335617.500000 Penalty: 3456.355957
	Iteration 4Q: 3 clusters Score -5335618 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -5336483.500000 Penalty: 3456.355957
	Iteration 5Q: 3 clusters Score -5336484 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -5337842.500000 Penalty: 3456.355957
	Iteration 6F: 3 clusters Score -5337842 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -5339768.500000 Penalty: 3456.355957
	Iteration 7F: 3 clusters Score -5339768 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -5342224.000000 Penalty: 3456.355957
	Iteration 8F: 3 clusters Score -5342224 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -5344547.000000 Penalty: 3456.355957
	Iteration 9F: 3 clusters Score -5344547 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -5346148.000000 Penalty: 3456.355957
	Iteration 10Q: 3 clusters Score -5346148 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -5347049.500000 Penalty: 3456.355957
	Iteration 11Q: 3 clusters Score -5347050 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5347445.500000 Penalty: 3456.355957
	Iteration 12Q: 3 clusters Score -5347446 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -5347708.000000 Penalty: 3456.355957
	Iteration 13Q: 3 clusters Score -5347708 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -5347933.500000 Penalty: 3456.355957
	Iteration 14Q: 3 clusters Score -5347934 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5348102.500000 Penalty: 3456.355957
	Iteration 15Q: 3 clusters Score -5348102 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5348257.500000 Penalty: 3456.355957
	Iteration 16Q: 3 clusters Score -5348258 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5348410.500000 Penalty: 3456.355957
	Iteration 17Q: 3 clusters Score -5348410 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5348571.500000 Penalty: 3456.355957
	Iteration 18Q: 3 clusters Score -5348572 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5348679.000000 Penalty: 3456.355957
	Iteration 19Q: 3 clusters Score -5348679 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5348751.500000 Penalty: 3456.355957
	Iteration 20F: 3 clusters Score -5348752 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5348843.500000 Penalty: 3456.355957
	Iteration 21Q: 3 clusters Score -5348844 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5348940.000000 Penalty: 3456.355957
	Iteration 22Q: 3 clusters Score -5348940 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5349011.000000 Penalty: 3456.355957
	Iteration 23Q: 3 clusters Score -5349011 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5349063.500000 Penalty: 3456.355957
	Iteration 24Q: 3 clusters Score -5349064 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5349137.500000 Penalty: 3456.355957
	Iteration 25Q: 3 clusters Score -5349138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5349192.500000 Penalty: 3456.355957
	Iteration 26Q: 3 clusters Score -5349192 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5349226.500000 Penalty: 3456.355957
	Iteration 27Q: 3 clusters Score -5349226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5349275.000000 Penalty: 3456.355957
	Iteration 28Q: 3 clusters Score -5349275 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5349328.000000 Penalty: 3456.355957
	Iteration 29Q: 3 clusters Score -5349328 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5349361.000000 Penalty: 3456.355957
	Iteration 30Q: 3 clusters Score -5349361 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5349390.000000 Penalty: 3456.355957
	Iteration 31Q: 3 clusters Score -5349390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5349418.500000 Penalty: 3456.355957
	Iteration 32Q: 3 clusters Score -5349418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5349439.000000 Penalty: 3456.355957
	Iteration 33Q: 3 clusters Score -5349439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5349446.500000 Penalty: 3456.355957
	Iteration 34Q: 3 clusters Score -5349446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5349456.500000 Penalty: 3456.355957
	Iteration 35Q: 3 clusters Score -5349456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5349465.500000 Penalty: 3456.355957
	Iteration 36Q: 3 clusters Score -5349466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5349478.000000 Penalty: 3456.355957
	Iteration 37Q: 3 clusters Score -5349478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5349497.000000 Penalty: 3456.355957
	Iteration 38Q: 3 clusters Score -5349497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5349507.500000 Penalty: 3456.355957
	Iteration 39Q: 3 clusters Score -5349508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5349506.000000 Penalty: 3456.355957
	Iteration 40F: 3 clusters Score -5349506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5349514.000000 Penalty: 3456.355957
	Iteration 41Q: 3 clusters Score -5349514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5349518.000000 Penalty: 3456.355957
	Iteration 42Q: 3 clusters Score -5349518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5349519.500000 Penalty: 3456.355957
	Iteration 43Q: 3 clusters Score -5349520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5349524.000000 Penalty: 3456.355957
	Iteration 44Q: 3 clusters Score -5349524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5349529.500000 Penalty: 3456.355957
	Iteration 45Q: 3 clusters Score -5349530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5349528.000000 Penalty: 3456.355957
	Iteration 46Q: 3 clusters Score -5349528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5349538.500000 Penalty: 3456.355957
	Iteration 47Q: 3 clusters Score -5349538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5349542.500000 Penalty: 3456.355957
	Iteration 48Q: 3 clusters Score -5349542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5349546.500000 Penalty: 3456.355957
	Iteration 49Q: 3 clusters Score -5349546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5349554.000000 Penalty: 3456.355957
	Iteration 50Q: 3 clusters Score -5349554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5349573.000000 Penalty: 3456.355957
	Iteration 51Q: 3 clusters Score -5349573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5349587.000000 Penalty: 3456.355957
	Iteration 52Q: 3 clusters Score -5349587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5349594.000000 Penalty: 3456.355957
	Iteration 53Q: 3 clusters Score -5349594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5349597.000000 Penalty: 3456.355957
	Iteration 54Q: 3 clusters Score -5349597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5349604.000000 Penalty: 3456.355957
	Iteration 55Q: 3 clusters Score -5349604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5349614.500000 Penalty: 3456.355957
	Iteration 56Q: 3 clusters Score -5349614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5349621.000000 Penalty: 3456.355957
	Iteration 57Q: 3 clusters Score -5349621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5349622.500000 Penalty: 3456.355957
	Iteration 58Q: 3 clusters Score -5349622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5349628.000000 Penalty: 3456.355957
	Iteration 59Q: 3 clusters Score -5349628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5349632.500000 Penalty: 3456.355957
	Iteration 60F: 3 clusters Score -5349632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5349629.000000 Penalty: 3456.355957
	Iteration 61Q: 3 clusters Score -5349629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5349633.000000 Penalty: 3456.355957
	Iteration 62Q: 3 clusters Score -5349633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5349635.000000 Penalty: 3456.355957
	Iteration 63Q: 3 clusters Score -5349635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5349635.000000 Penalty: 3456.355957
	Iteration 64F: 3 clusters Score -5349635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Entering Unmasked Estep 
Score: -4893005.500000 Penalty: 1714.049316
	Iteration 0F: 2 clusters Score -4893006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -4867310.500000 Penalty: 3428.098633
	Iteration 0F: 3 clusters Score -4867310 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4877810.500000 Penalty: 3428.098633
	Iteration 1F: 3 clusters Score -4877810 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4878657.500000 Penalty: 3428.098633
	Iteration 2F: 3 clusters Score -4878658 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4879770.000000 Penalty: 3428.098633
	Iteration 3F: 3 clusters Score -4879770 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -4881288.000000 Penalty: 3428.098633
	Iteration 4F: 3 clusters Score -4881288 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -4883469.500000 Penalty: 3428.098633
	Iteration 5F: 3 clusters Score -4883470 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -4886084.500000 Penalty: 3428.098633
	Iteration 6F: 3 clusters Score -4886084 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4888519.000000 Penalty: 3428.098633
	Iteration 7F: 3 clusters Score -4888519 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4889909.500000 Penalty: 3428.098633
	Iteration 8Q: 3 clusters Score -4889910 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4890482.000000 Penalty: 3428.098633
	Iteration 9Q: 3 clusters Score -4890482 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4890756.500000 Penalty: 3428.098633
	Iteration 10Q: 3 clusters Score -4890756 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4890956.500000 Penalty: 3428.098633
	Iteration 11Q: 3 clusters Score -4890956 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -4891069.000000 Penalty: 3428.098633
	Iteration 12Q: 3 clusters Score -4891069 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4891164.000000 Penalty: 3428.098633
	Iteration 13Q: 3 clusters Score -4891164 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4891228.000000 Penalty: 3428.098633
	Iteration 14Q: 3 clusters Score -4891228 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4891318.000000 Penalty: 3428.098633
	Iteration 15Q: 3 clusters Score -4891318 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4891391.500000 Penalty: 3428.098633
	Iteration 16Q: 3 clusters Score -4891392 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4891445.500000 Penalty: 3428.098633
	Iteration 17Q: 3 clusters Score -4891446 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4891504.000000 Penalty: 3428.098633
	Iteration 18Q: 3 clusters Score -4891504 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4891580.500000 Penalty: 3428.098633
	Iteration 19Q: 3 clusters Score -4891580 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4891621.000000 Penalty: 3428.098633
	Iteration 20F: 3 clusters Score -4891621 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4891648.000000 Penalty: 3428.098633
	Iteration 21Q: 3 clusters Score -4891648 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4891691.500000 Penalty: 3428.098633
	Iteration 22Q: 3 clusters Score -4891692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4891715.000000 Penalty: 3428.098633
	Iteration 23Q: 3 clusters Score -4891715 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -4891741.000000 Penalty: 3428.098633
	Iteration 24Q: 3 clusters Score -4891741 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4891754.000000 Penalty: 3428.098633
	Iteration 25Q: 3 clusters Score -4891754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -4891760.000000 Penalty: 3428.098633
	Iteration 26Q: 3 clusters Score -4891760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4891778.500000 Penalty: 3428.098633
	Iteration 27Q: 3 clusters Score -4891778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4891787.500000 Penalty: 3428.098633
	Iteration 28Q: 3 clusters Score -4891788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4891813.500000 Penalty: 3428.098633
	Iteration 29Q: 3 clusters Score -4891814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -4891814.500000 Penalty: 3428.098633
	Iteration 30Q: 3 clusters Score -4891814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -4891816.500000 Penalty: 3428.098633
	Iteration 31Q: 3 clusters Score -4891816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -4891844.500000 Penalty: 3428.098633
	Iteration 32Q: 3 clusters Score -4891844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -4891852.500000 Penalty: 3428.098633
	Iteration 33Q: 3 clusters Score -4891852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4891857.000000 Penalty: 3428.098633
	Iteration 34Q: 3 clusters Score -4891857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4891865.000000 Penalty: 3428.098633
	Iteration 35Q: 3 clusters Score -4891865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -4891860.500000 Penalty: 3428.098633
	Iteration 36Q: 3 clusters Score -4891860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4891861.000000 Penalty: 3428.098633
	Iteration 37Q: 3 clusters Score -4891861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -4891860.500000 Penalty: 3428.098633
	Iteration 38Q: 3 clusters Score -4891860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -4891869.500000 Penalty: 3428.098633
	Iteration 39Q: 3 clusters Score -4891870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4891874.000000 Penalty: 3428.098633
	Iteration 40F: 3 clusters Score -4891874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4891881.000000 Penalty: 3428.098633
	Iteration 41Q: 3 clusters Score -4891881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -4891881.000000 Penalty: 3428.098633
	Iteration 42Q: 3 clusters Score -4891881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4891874.000000 Penalty: 3428.098633
	Iteration 43Q: 3 clusters Score -4891874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -4891878.000000 Penalty: 3428.098633
	Iteration 44Q: 3 clusters Score -4891878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4891891.500000 Penalty: 3428.098633
	Iteration 45Q: 3 clusters Score -4891892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -4891894.500000 Penalty: 3428.098633
	Iteration 46Q: 3 clusters Score -4891894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -4891890.000000 Penalty: 3428.098633
	Iteration 47Q: 3 clusters Score -4891890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -4891897.500000 Penalty: 3428.098633
	Iteration 48Q: 3 clusters Score -4891898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4891904.000000 Penalty: 3428.098633
	Iteration 49Q: 3 clusters Score -4891904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4891898.500000 Penalty: 3428.098633
	Iteration 50Q: 3 clusters Score -4891898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -4891897.000000 Penalty: 3428.098633
	Iteration 51Q: 3 clusters Score -4891897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4891897.500000 Penalty: 3428.098633
	Iteration 52Q: 3 clusters Score -4891898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4891900.500000 Penalty: 3428.098633
	Iteration 53Q: 3 clusters Score -4891900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -4891904.500000 Penalty: 3428.098633
	Iteration 54Q: 3 clusters Score -4891904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4891906.500000 Penalty: 3428.098633
	Iteration 55Q: 3 clusters Score -4891906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -4891910.000000 Penalty: 3428.098633
	Iteration 56Q: 3 clusters Score -4891910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -4891907.500000 Penalty: 3428.098633
	Iteration 57Q: 3 clusters Score -4891908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -4891907.500000 Penalty: 3428.098633
	Iteration 58F: 3 clusters Score -4891908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (120225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Entering Unmasked Estep 
Score: -15341241.000000 Penalty: 1900.782104
	Iteration 0F: 2 clusters Score -1.534124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -15273780.000000 Penalty: 3801.564209
	Iteration 0F: 3 clusters Score -1.527378e+07 nChanged 57475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -15307221.000000 Penalty: 3801.564209
	Iteration 1F: 3 clusters Score -1.530722e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -15308097.000000 Penalty: 3801.564209
	Iteration 2Q: 3 clusters Score -1.53081e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -15309338.000000 Penalty: 3801.564209
	Iteration 3Q: 3 clusters Score -1.530934e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -15311811.000000 Penalty: 3801.564209
	Iteration 4Q: 3 clusters Score -1.531181e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -15315827.000000 Penalty: 3801.564209
	Iteration 5F: 3 clusters Score -1.531583e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -15321460.000000 Penalty: 3801.564209
	Iteration 6F: 3 clusters Score -1.532146e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -15327931.000000 Penalty: 3801.564209
	Iteration 7F: 3 clusters Score -1.532793e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -15332968.000000 Penalty: 3801.564209
	Iteration 8F: 3 clusters Score -1.533297e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -15335688.000000 Penalty: 3801.564209
	Iteration 9Q: 3 clusters Score -1.533569e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -15336726.000000 Penalty: 3801.564209
	Iteration 10Q: 3 clusters Score -1.533673e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -15337090.000000 Penalty: 3801.564209
	Iteration 11Q: 3 clusters Score -1.533709e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -15337486.000000 Penalty: 3801.564209
	Iteration 12Q: 3 clusters Score -1.533749e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -15337754.000000 Penalty: 3801.564209
	Iteration 13Q: 3 clusters Score -1.533775e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -15338032.000000 Penalty: 3801.564209
	Iteration 14Q: 3 clusters Score -1.533803e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -15338357.000000 Penalty: 3801.564209
	Iteration 15Q: 3 clusters Score -1.533836e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -15338750.000000 Penalty: 3801.564209
	Iteration 16Q: 3 clusters Score -1.533875e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -15339061.000000 Penalty: 3801.564209
	Iteration 17Q: 3 clusters Score -1.533906e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -15339509.000000 Penalty: 3801.564209
	Iteration 18Q: 3 clusters Score -1.533951e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -15339753.000000 Penalty: 3801.564209
	Iteration 19Q: 3 clusters Score -1.533975e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -15340028.000000 Penalty: 3801.564209
	Iteration 20F: 3 clusters Score -1.534003e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -15340333.000000 Penalty: 3801.564209
	Iteration 21Q: 3 clusters Score -1.534033e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -15340705.000000 Penalty: 3801.564209
	Iteration 22Q: 3 clusters Score -1.53407e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -15341127.000000 Penalty: 3801.564209
	Iteration 23Q: 3 clusters Score -1.534113e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -15341486.000000 Penalty: 3801.564209
	Iteration 24Q: 3 clusters Score -1.534149e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -15341897.000000 Penalty: 3801.564209
	Iteration 25Q: 3 clusters Score -1.53419e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -15342220.000000 Penalty: 3801.564209
	Iteration 26Q: 3 clusters Score -1.534222e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -15342600.000000 Penalty: 3801.564209
	Iteration 27Q: 3 clusters Score -1.53426e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -15342987.000000 Penalty: 3801.564209
	Iteration 28Q: 3 clusters Score -1.534299e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -15343298.000000 Penalty: 3801.564209
	Iteration 29Q: 3 clusters Score -1.53433e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -15343560.000000 Penalty: 3801.564209
	Iteration 30Q: 3 clusters Score -1.534356e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -15343846.000000 Penalty: 3801.564209
	Iteration 31Q: 3 clusters Score -1.534385e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84473 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -15344071.000000 Penalty: 3801.564209
	Iteration 32Q: 3 clusters Score -1.534407e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -15344286.000000 Penalty: 3801.564209
	Iteration 33Q: 3 clusters Score -1.534429e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -15344455.000000 Penalty: 3801.564209
	Iteration 34Q: 3 clusters Score -1.534446e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -15344619.000000 Penalty: 3801.564209
	Iteration 35Q: 3 clusters Score -1.534462e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -15344836.000000 Penalty: 3801.564209
	Iteration 36Q: 3 clusters Score -1.534484e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -15344942.000000 Penalty: 3801.564209
	Iteration 37Q: 3 clusters Score -1.534494e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -15345159.000000 Penalty: 3801.564209
	Iteration 38Q: 3 clusters Score -1.534516e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -15345264.000000 Penalty: 3801.564209
	Iteration 39Q: 3 clusters Score -1.534526e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90169 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -15345394.000000 Penalty: 3801.564209
	Iteration 40F: 3 clusters Score -1.534539e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -15345537.000000 Penalty: 3801.564209
	Iteration 41Q: 3 clusters Score -1.534554e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -15345676.000000 Penalty: 3801.564209
	Iteration 42Q: 3 clusters Score -1.534568e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -15345819.000000 Penalty: 3801.564209
	Iteration 43Q: 3 clusters Score -1.534582e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -15345977.000000 Penalty: 3801.564209
	Iteration 44Q: 3 clusters Score -1.534598e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -15346127.000000 Penalty: 3801.564209
	Iteration 45Q: 3 clusters Score -1.534613e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -15346241.000000 Penalty: 3801.564209
	Iteration 46Q: 3 clusters Score -1.534624e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -15346451.000000 Penalty: 3801.564209
	Iteration 47Q: 3 clusters Score -1.534645e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -15346734.000000 Penalty: 3801.564209
	Iteration 48Q: 3 clusters Score -1.534673e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -15346990.000000 Penalty: 3801.564209
	Iteration 49Q: 3 clusters Score -1.534699e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -15347156.000000 Penalty: 3801.564209
	Iteration 50Q: 3 clusters Score -1.534716e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -15347212.000000 Penalty: 3801.564209
	Iteration 51Q: 3 clusters Score -1.534721e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -15347218.000000 Penalty: 3801.564209
	Iteration 52Q: 3 clusters Score -1.534722e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -15347192.000000 Penalty: 3801.564209
	Iteration 53Q: 3 clusters Score -1.534719e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -15347150.000000 Penalty: 3801.564209
	Iteration 54Q: 3 clusters Score -1.534715e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106459 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -15347044.000000 Penalty: 3801.564209
	Iteration 55Q: 3 clusters Score -1.534704e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -15346925.000000 Penalty: 3801.564209
	Iteration 56Q: 3 clusters Score -1.534692e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109032 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -15346801.000000 Penalty: 3801.564209
	Iteration 57Q: 3 clusters Score -1.53468e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -15346402.000000 Penalty: 3801.564209
	Iteration 58Q: 3 clusters Score -1.53464e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111330 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -15346064.000000 Penalty: 3801.564209
	Iteration 59Q: 3 clusters Score -1.534606e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112243 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -15345692.000000 Penalty: 3801.564209
	Iteration 60F: 3 clusters Score -1.534569e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113042 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -15345329.000000 Penalty: 3801.564209
	Iteration 61Q: 3 clusters Score -1.534533e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -15344949.000000 Penalty: 3801.564209
	Iteration 62Q: 3 clusters Score -1.534495e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -15344535.000000 Penalty: 3801.564209
	Iteration 63Q: 3 clusters Score -1.534454e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114954 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -15344138.000000 Penalty: 3801.564209
	Iteration 64Q: 3 clusters Score -1.534414e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -15343806.000000 Penalty: 3801.564209
	Iteration 65Q: 3 clusters Score -1.534381e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115953 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -15343515.000000 Penalty: 3801.564209
	Iteration 66Q: 3 clusters Score -1.534352e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -15343312.000000 Penalty: 3801.564209
	Iteration 67Q: 3 clusters Score -1.534331e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -15343147.000000 Penalty: 3801.564209
	Iteration 68Q: 3 clusters Score -1.534315e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116997 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -15343020.000000 Penalty: 3801.564209
	Iteration 69Q: 3 clusters Score -1.534302e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -15342824.000000 Penalty: 3801.564209
	Iteration 70Q: 3 clusters Score -1.534282e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117456 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -15342673.000000 Penalty: 3801.564209
	Iteration 71Q: 3 clusters Score -1.534267e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117626 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -15342573.000000 Penalty: 3801.564209
	Iteration 72Q: 3 clusters Score -1.534257e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117780 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -15342492.000000 Penalty: 3801.564209
	Iteration 73Q: 3 clusters Score -1.534249e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -15342445.000000 Penalty: 3801.564209
	Iteration 74Q: 3 clusters Score -1.534244e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118002 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15342360.000000 Penalty: 3801.564209
	Iteration 75Q: 3 clusters Score -1.534236e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -15342290.000000 Penalty: 3801.564209
	Iteration 76Q: 3 clusters Score -1.534229e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -15342199.000000 Penalty: 3801.564209
	Iteration 77Q: 3 clusters Score -1.53422e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118253 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -15342138.000000 Penalty: 3801.564209
	Iteration 78Q: 3 clusters Score -1.534214e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118291 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -15342098.000000 Penalty: 3801.564209
	Iteration 79Q: 3 clusters Score -1.53421e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -15342075.000000 Penalty: 3801.564209
	Iteration 80F: 3 clusters Score -1.534208e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118346 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -15342052.000000 Penalty: 3801.564209
	Iteration 81Q: 3 clusters Score -1.534205e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118370 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15342024.000000 Penalty: 3801.564209
	Iteration 82Q: 3 clusters Score -1.534202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118391 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -15342008.000000 Penalty: 3801.564209
	Iteration 83Q: 3 clusters Score -1.534201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -15341954.000000 Penalty: 3801.564209
	Iteration 84Q: 3 clusters Score -1.534195e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118452 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -15341916.000000 Penalty: 3801.564209
	Iteration 85Q: 3 clusters Score -1.534192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -15341870.000000 Penalty: 3801.564209
	Iteration 86Q: 3 clusters Score -1.534187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118506 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -15341867.000000 Penalty: 3801.564209
	Iteration 87Q: 3 clusters Score -1.534187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -15341849.000000 Penalty: 3801.564209
	Iteration 88Q: 3 clusters Score -1.534185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118540 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -15341834.000000 Penalty: 3801.564209
	Iteration 89Q: 3 clusters Score -1.534183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118548 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -15341848.000000 Penalty: 3801.564209
	Iteration 90Q: 3 clusters Score -1.534185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118558 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -15341839.000000 Penalty: 3801.564209
	Iteration 91Q: 3 clusters Score -1.534184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118573 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -15341811.000000 Penalty: 3801.564209
	Iteration 92Q: 3 clusters Score -1.534181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118583 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -15341805.000000 Penalty: 3801.564209
	Iteration 93Q: 3 clusters Score -1.53418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118592 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15341799.000000 Penalty: 3801.564209
	Iteration 94Q: 3 clusters Score -1.53418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -15341782.000000 Penalty: 3801.564209
	Iteration 95Q: 3 clusters Score -1.534178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118603 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15341779.000000 Penalty: 3801.564209
	Iteration 96Q: 3 clusters Score -1.534178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118608 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15341769.000000 Penalty: 3801.564209
	Iteration 97Q: 3 clusters Score -1.534177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118611 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15341763.000000 Penalty: 3801.564209
	Iteration 98Q: 3 clusters Score -1.534176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15341756.000000 Penalty: 3801.564209
	Iteration 99Q: 3 clusters Score -1.534176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15341756.000000 Penalty: 3801.564209
	Iteration 100F: 3 clusters Score -1.534176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41562 members 
Mstep: Class 3 contains 38101 members 
Mstep: Class 4 contains 118614 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 109896 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 117813 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 25585 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27988 members 
Mstep: Class 15 contains 87439 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 19 contains 2009 members 
Entering Unmasked Estep 
Score: -72787392.000000 Penalty: 36656.769531
Splitting cluster 4 changes total score from -72787240.000000 to -72787392.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (109896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Entering Unmasked Estep 
Score: -14217810.000000 Penalty: 1886.184570
	Iteration 0F: 2 clusters Score -1.421781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -14153555.000000 Penalty: 3772.369141
	Iteration 0F: 3 clusters Score -1.415356e+07 nChanged 52703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -14185781.000000 Penalty: 3772.369141
	Iteration 1F: 3 clusters Score -1.418578e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -14188248.000000 Penalty: 3772.369141
	Iteration 2F: 3 clusters Score -1.418825e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -14191542.000000 Penalty: 3772.369141
	Iteration 3F: 3 clusters Score -1.419154e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -14195912.000000 Penalty: 3772.369141
	Iteration 4F: 3 clusters Score -1.419591e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -14200312.000000 Penalty: 3772.369141
	Iteration 5F: 3 clusters Score -1.420031e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83127 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -14204263.000000 Penalty: 3772.369141
	Iteration 6F: 3 clusters Score -1.420426e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -14207753.000000 Penalty: 3772.369141
	Iteration 7F: 3 clusters Score -1.420775e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -14210604.000000 Penalty: 3772.369141
	Iteration 8Q: 3 clusters Score -1.42106e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -14212576.000000 Penalty: 3772.369141
	Iteration 9Q: 3 clusters Score -1.421258e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -14214103.000000 Penalty: 3772.369141
	Iteration 10Q: 3 clusters Score -1.42141e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -14215740.000000 Penalty: 3772.369141
	Iteration 11Q: 3 clusters Score -1.421574e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103666 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -14216570.000000 Penalty: 3772.369141
	Iteration 12Q: 3 clusters Score -1.421657e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -14217158.000000 Penalty: 3772.369141
	Iteration 13Q: 3 clusters Score -1.421716e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106095 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -14217463.000000 Penalty: 3772.369141
	Iteration 14Q: 3 clusters Score -1.421746e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -14217540.000000 Penalty: 3772.369141
	Iteration 15Q: 3 clusters Score -1.421754e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -14217559.000000 Penalty: 3772.369141
	Iteration 16Q: 3 clusters Score -1.421756e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107598 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -14217576.000000 Penalty: 3772.369141
	Iteration 17Q: 3 clusters Score -1.421758e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -14217536.000000 Penalty: 3772.369141
	Iteration 18Q: 3 clusters Score -1.421754e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -14217518.000000 Penalty: 3772.369141
	Iteration 19Q: 3 clusters Score -1.421752e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108089 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -14217516.000000 Penalty: 3772.369141
	Iteration 20F: 3 clusters Score -1.421752e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -14217493.000000 Penalty: 3772.369141
	Iteration 21Q: 3 clusters Score -1.421749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108199 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -14217481.000000 Penalty: 3772.369141
	Iteration 22Q: 3 clusters Score -1.421748e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -14217489.000000 Penalty: 3772.369141
	Iteration 23Q: 3 clusters Score -1.421749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -14217496.000000 Penalty: 3772.369141
	Iteration 24Q: 3 clusters Score -1.42175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -14217479.000000 Penalty: 3772.369141
	Iteration 25Q: 3 clusters Score -1.421748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -14217475.000000 Penalty: 3772.369141
	Iteration 26Q: 3 clusters Score -1.421748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -14217474.000000 Penalty: 3772.369141
	Iteration 27Q: 3 clusters Score -1.421747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14217470.000000 Penalty: 3772.369141
	Iteration 28Q: 3 clusters Score -1.421747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14217469.000000 Penalty: 3772.369141
	Iteration 29Q: 3 clusters Score -1.421747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108333 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -14217484.000000 Penalty: 3772.369141
	Iteration 30Q: 3 clusters Score -1.421748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -14217483.000000 Penalty: 3772.369141
	Iteration 31Q: 3 clusters Score -1.421748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108340 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -14217482.000000 Penalty: 3772.369141
	Iteration 32Q: 3 clusters Score -1.421748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108343 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -14217481.000000 Penalty: 3772.369141
	Iteration 33Q: 3 clusters Score -1.421748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -14217479.000000 Penalty: 3772.369141
	Iteration 34Q: 3 clusters Score -1.421748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108350 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14217482.000000 Penalty: 3772.369141
	Iteration 35Q: 3 clusters Score -1.421748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -14217479.000000 Penalty: 3772.369141
	Iteration 36Q: 3 clusters Score -1.421748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -14217479.000000 Penalty: 3772.369141
	Iteration 37F: 3 clusters Score -1.421748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -35884.378906 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -35884.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34992.210938 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -34992.21 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35302.269531 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -35302.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35453.707031 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -35453.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35512.507812 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -35512.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35519.468750 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -35519.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35524.949219 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -35524.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35524.949219 Penalty: 1962.307983
	Iteration 6F: 3 clusters Score -35524.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Entering Unmasked Estep 
Score: -15021180.000000 Penalty: 1897.488770
	Iteration 0F: 2 clusters Score -1.502118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -14948749.000000 Penalty: 3794.977539
	Iteration 0F: 3 clusters Score -1.494875e+07 nChanged 56583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -14982358.000000 Penalty: 3794.977539
	Iteration 1F: 3 clusters Score -1.498236e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -14983955.000000 Penalty: 3794.977539
	Iteration 2Q: 3 clusters Score -1.498396e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -14986209.000000 Penalty: 3794.977539
	Iteration 3Q: 3 clusters Score -1.498621e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -14989388.000000 Penalty: 3794.977539
	Iteration 4F: 3 clusters Score -1.498939e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -14993572.000000 Penalty: 3794.977539
	Iteration 5F: 3 clusters Score -1.499357e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -14998705.000000 Penalty: 3794.977539
	Iteration 6F: 3 clusters Score -1.49987e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -15004038.000000 Penalty: 3794.977539
	Iteration 7F: 3 clusters Score -1.500404e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -15007450.000000 Penalty: 3794.977539
	Iteration 8F: 3 clusters Score -1.500745e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -15008906.000000 Penalty: 3794.977539
	Iteration 9Q: 3 clusters Score -1.500891e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -15009366.000000 Penalty: 3794.977539
	Iteration 10Q: 3 clusters Score -1.500937e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -15009679.000000 Penalty: 3794.977539
	Iteration 11Q: 3 clusters Score -1.500968e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -15009823.000000 Penalty: 3794.977539
	Iteration 12Q: 3 clusters Score -1.500982e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -15009919.000000 Penalty: 3794.977539
	Iteration 13Q: 3 clusters Score -1.500992e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -15010123.000000 Penalty: 3794.977539
	Iteration 14Q: 3 clusters Score -1.501012e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -15010333.000000 Penalty: 3794.977539
	Iteration 15Q: 3 clusters Score -1.501033e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -15010506.000000 Penalty: 3794.977539
	Iteration 16Q: 3 clusters Score -1.501051e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -15010583.000000 Penalty: 3794.977539
	Iteration 17Q: 3 clusters Score -1.501058e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -15010665.000000 Penalty: 3794.977539
	Iteration 18Q: 3 clusters Score -1.501066e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -15010795.000000 Penalty: 3794.977539
	Iteration 19Q: 3 clusters Score -1.50108e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -15010895.000000 Penalty: 3794.977539
	Iteration 20F: 3 clusters Score -1.50109e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -15010975.000000 Penalty: 3794.977539
	Iteration 21Q: 3 clusters Score -1.501098e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -15011083.000000 Penalty: 3794.977539
	Iteration 22Q: 3 clusters Score -1.501108e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -15011105.000000 Penalty: 3794.977539
	Iteration 23Q: 3 clusters Score -1.50111e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -15011220.000000 Penalty: 3794.977539
	Iteration 24Q: 3 clusters Score -1.501122e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71743 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -15011338.000000 Penalty: 3794.977539
	Iteration 25Q: 3 clusters Score -1.501134e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -15011481.000000 Penalty: 3794.977539
	Iteration 26Q: 3 clusters Score -1.501148e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -15011598.000000 Penalty: 3794.977539
	Iteration 27Q: 3 clusters Score -1.50116e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -15011575.000000 Penalty: 3794.977539
	Iteration 28Q: 3 clusters Score -1.501158e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -15011631.000000 Penalty: 3794.977539
	Iteration 29Q: 3 clusters Score -1.501163e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -15011725.000000 Penalty: 3794.977539
	Iteration 30Q: 3 clusters Score -1.501172e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -15011758.000000 Penalty: 3794.977539
	Iteration 31Q: 3 clusters Score -1.501176e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -15011772.000000 Penalty: 3794.977539
	Iteration 32Q: 3 clusters Score -1.501177e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -15011903.000000 Penalty: 3794.977539
	Iteration 33Q: 3 clusters Score -1.50119e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -15011975.000000 Penalty: 3794.977539
	Iteration 34Q: 3 clusters Score -1.501198e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -15012084.000000 Penalty: 3794.977539
	Iteration 35Q: 3 clusters Score -1.501208e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -15012174.000000 Penalty: 3794.977539
	Iteration 36Q: 3 clusters Score -1.501217e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -15012314.000000 Penalty: 3794.977539
	Iteration 37Q: 3 clusters Score -1.501231e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -15012448.000000 Penalty: 3794.977539
	Iteration 38Q: 3 clusters Score -1.501245e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -15012647.000000 Penalty: 3794.977539
	Iteration 39Q: 3 clusters Score -1.501265e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -15012804.000000 Penalty: 3794.977539
	Iteration 40F: 3 clusters Score -1.50128e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -15013040.000000 Penalty: 3794.977539
	Iteration 41Q: 3 clusters Score -1.501304e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -15013231.000000 Penalty: 3794.977539
	Iteration 42Q: 3 clusters Score -1.501323e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -15013511.000000 Penalty: 3794.977539
	Iteration 43Q: 3 clusters Score -1.501351e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -15013686.000000 Penalty: 3794.977539
	Iteration 44Q: 3 clusters Score -1.501369e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -15013984.000000 Penalty: 3794.977539
	Iteration 45Q: 3 clusters Score -1.501398e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -15014341.000000 Penalty: 3794.977539
	Iteration 46Q: 3 clusters Score -1.501434e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -15014809.000000 Penalty: 3794.977539
	Iteration 47Q: 3 clusters Score -1.501481e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -15015158.000000 Penalty: 3794.977539
	Iteration 48Q: 3 clusters Score -1.501516e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -15015672.000000 Penalty: 3794.977539
	Iteration 49Q: 3 clusters Score -1.501567e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -15016282.000000 Penalty: 3794.977539
	Iteration 50Q: 3 clusters Score -1.501628e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -15016789.000000 Penalty: 3794.977539
	Iteration 51Q: 3 clusters Score -1.501679e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -15017439.000000 Penalty: 3794.977539
	Iteration 52Q: 3 clusters Score -1.501744e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103888 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -15017918.000000 Penalty: 3794.977539
	Iteration 53Q: 3 clusters Score -1.501792e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -15018452.000000 Penalty: 3794.977539
	Iteration 54Q: 3 clusters Score -1.501845e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -15018995.000000 Penalty: 3794.977539
	Iteration 55Q: 3 clusters Score -1.5019e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -15019348.000000 Penalty: 3794.977539
	Iteration 56Q: 3 clusters Score -1.501935e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -15019766.000000 Penalty: 3794.977539
	Iteration 57Q: 3 clusters Score -1.501977e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -15019970.000000 Penalty: 3794.977539
	Iteration 58Q: 3 clusters Score -1.501997e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112008 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -15020050.000000 Penalty: 3794.977539
	Iteration 59Q: 3 clusters Score -1.502005e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112708 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -15020164.000000 Penalty: 3794.977539
	Iteration 60F: 3 clusters Score -1.502016e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113285 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -15020155.000000 Penalty: 3794.977539
	Iteration 61Q: 3 clusters Score -1.502016e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113733 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -15020238.000000 Penalty: 3794.977539
	Iteration 62Q: 3 clusters Score -1.502024e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -15020350.000000 Penalty: 3794.977539
	Iteration 63Q: 3 clusters Score -1.502035e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114431 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -15020384.000000 Penalty: 3794.977539
	Iteration 64Q: 3 clusters Score -1.502038e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114659 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -15020391.000000 Penalty: 3794.977539
	Iteration 65Q: 3 clusters Score -1.502039e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114820 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -15020461.000000 Penalty: 3794.977539
	Iteration 66Q: 3 clusters Score -1.502046e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -15020503.000000 Penalty: 3794.977539
	Iteration 67Q: 3 clusters Score -1.50205e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114981 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -15020573.000000 Penalty: 3794.977539
	Iteration 68Q: 3 clusters Score -1.502057e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115065 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -15020637.000000 Penalty: 3794.977539
	Iteration 69Q: 3 clusters Score -1.502064e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -15020690.000000 Penalty: 3794.977539
	Iteration 70Q: 3 clusters Score -1.502069e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115157 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -15020736.000000 Penalty: 3794.977539
	Iteration 71Q: 3 clusters Score -1.502074e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115187 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -15020757.000000 Penalty: 3794.977539
	Iteration 72Q: 3 clusters Score -1.502076e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -15020844.000000 Penalty: 3794.977539
	Iteration 73Q: 3 clusters Score -1.502084e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -15020892.000000 Penalty: 3794.977539
	Iteration 74Q: 3 clusters Score -1.502089e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115215 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -15020970.000000 Penalty: 3794.977539
	Iteration 75Q: 3 clusters Score -1.502097e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115226 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -15020980.000000 Penalty: 3794.977539
	Iteration 76Q: 3 clusters Score -1.502098e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115227 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -15021022.000000 Penalty: 3794.977539
	Iteration 77Q: 3 clusters Score -1.502102e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -15021035.000000 Penalty: 3794.977539
	Iteration 78Q: 3 clusters Score -1.502104e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -15021055.000000 Penalty: 3794.977539
	Iteration 79Q: 3 clusters Score -1.502106e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115230 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -15021044.000000 Penalty: 3794.977539
	Iteration 80F: 3 clusters Score -1.502104e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115212 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -15021064.000000 Penalty: 3794.977539
	Iteration 81Q: 3 clusters Score -1.502106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115190 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -15021106.000000 Penalty: 3794.977539
	Iteration 82Q: 3 clusters Score -1.502111e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115176 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -15021097.000000 Penalty: 3794.977539
	Iteration 83Q: 3 clusters Score -1.50211e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115152 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -15021110.000000 Penalty: 3794.977539
	Iteration 84Q: 3 clusters Score -1.502111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115148 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -15021123.000000 Penalty: 3794.977539
	Iteration 85Q: 3 clusters Score -1.502112e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -15021155.000000 Penalty: 3794.977539
	Iteration 86Q: 3 clusters Score -1.502116e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115137 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -15021152.000000 Penalty: 3794.977539
	Iteration 87Q: 3 clusters Score -1.502115e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115131 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -15021178.000000 Penalty: 3794.977539
	Iteration 88Q: 3 clusters Score -1.502118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -15021176.000000 Penalty: 3794.977539
	Iteration 89Q: 3 clusters Score -1.502118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115115 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -15021174.000000 Penalty: 3794.977539
	Iteration 90Q: 3 clusters Score -1.502117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -15021180.000000 Penalty: 3794.977539
	Iteration 91Q: 3 clusters Score -1.502118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -15021197.000000 Penalty: 3794.977539
	Iteration 92Q: 3 clusters Score -1.50212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -15021183.000000 Penalty: 3794.977539
	Iteration 93Q: 3 clusters Score -1.502118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115084 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -15021196.000000 Penalty: 3794.977539
	Iteration 94Q: 3 clusters Score -1.50212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115078 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -15021203.000000 Penalty: 3794.977539
	Iteration 95Q: 3 clusters Score -1.50212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115067 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -15021201.000000 Penalty: 3794.977539
	Iteration 96Q: 3 clusters Score -1.50212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115050 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -15021217.000000 Penalty: 3794.977539
	Iteration 97Q: 3 clusters Score -1.502122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115035 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -15021243.000000 Penalty: 3794.977539
	Iteration 98Q: 3 clusters Score -1.502124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115021 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -15021248.000000 Penalty: 3794.977539
	Iteration 99Q: 3 clusters Score -1.502125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115012 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -15021250.000000 Penalty: 3794.977539
	Iteration 100F: 3 clusters Score -1.502125e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114997 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -15021253.000000 Penalty: 3794.977539
	Iteration 101Q: 3 clusters Score -1.502125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -15021258.000000 Penalty: 3794.977539
	Iteration 102Q: 3 clusters Score -1.502126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -15021270.000000 Penalty: 3794.977539
	Iteration 103Q: 3 clusters Score -1.502127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114960 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -15021271.000000 Penalty: 3794.977539
	Iteration 104Q: 3 clusters Score -1.502127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114956 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -15021265.000000 Penalty: 3794.977539
	Iteration 105Q: 3 clusters Score -1.502126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114951 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -15021270.000000 Penalty: 3794.977539
	Iteration 106Q: 3 clusters Score -1.502127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114943 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -15021273.000000 Penalty: 3794.977539
	Iteration 107Q: 3 clusters Score -1.502127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114937 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -15021287.000000 Penalty: 3794.977539
	Iteration 108Q: 3 clusters Score -1.502129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114928 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -15021278.000000 Penalty: 3794.977539
	Iteration 109Q: 3 clusters Score -1.502128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114926 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -15021282.000000 Penalty: 3794.977539
	Iteration 110Q: 3 clusters Score -1.502128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114918 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -15021278.000000 Penalty: 3794.977539
	Iteration 111Q: 3 clusters Score -1.502128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114908 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -15021279.000000 Penalty: 3794.977539
	Iteration 112Q: 3 clusters Score -1.502128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114900 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -15021277.000000 Penalty: 3794.977539
	Iteration 113Q: 3 clusters Score -1.502128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114892 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -15021285.000000 Penalty: 3794.977539
	Iteration 114Q: 3 clusters Score -1.502128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114876 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -15021286.000000 Penalty: 3794.977539
	Iteration 115Q: 3 clusters Score -1.502129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -15021296.000000 Penalty: 3794.977539
	Iteration 116Q: 3 clusters Score -1.50213e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114848 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -15021321.000000 Penalty: 3794.977539
	Iteration 117Q: 3 clusters Score -1.502132e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114829 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -15021323.000000 Penalty: 3794.977539
	Iteration 118Q: 3 clusters Score -1.502132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114803 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -15021348.000000 Penalty: 3794.977539
	Iteration 119Q: 3 clusters Score -1.502135e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114779 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -15021353.000000 Penalty: 3794.977539
	Iteration 120F: 3 clusters Score -1.502135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114759 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -15021383.000000 Penalty: 3794.977539
	Iteration 121Q: 3 clusters Score -1.502138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -15021408.000000 Penalty: 3794.977539
	Iteration 122Q: 3 clusters Score -1.502141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -15021412.000000 Penalty: 3794.977539
	Iteration 123Q: 3 clusters Score -1.502141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -15021412.000000 Penalty: 3794.977539
	Iteration 124Q: 3 clusters Score -1.502141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114701 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -15021434.000000 Penalty: 3794.977539
	Iteration 125Q: 3 clusters Score -1.502143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114690 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -15021437.000000 Penalty: 3794.977539
	Iteration 126Q: 3 clusters Score -1.502144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114678 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -15021439.000000 Penalty: 3794.977539
	Iteration 127Q: 3 clusters Score -1.502144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114673 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -15021441.000000 Penalty: 3794.977539
	Iteration 128Q: 3 clusters Score -1.502144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -15021458.000000 Penalty: 3794.977539
	Iteration 129Q: 3 clusters Score -1.502146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114658 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -15021472.000000 Penalty: 3794.977539
	Iteration 130Q: 3 clusters Score -1.502147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -15021466.000000 Penalty: 3794.977539
	Iteration 131Q: 3 clusters Score -1.502147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -15021474.000000 Penalty: 3794.977539
	Iteration 132Q: 3 clusters Score -1.502147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -15021483.000000 Penalty: 3794.977539
	Iteration 133Q: 3 clusters Score -1.502148e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114648 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -15021498.000000 Penalty: 3794.977539
	Iteration 134Q: 3 clusters Score -1.50215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114643 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -15021505.000000 Penalty: 3794.977539
	Iteration 135Q: 3 clusters Score -1.50215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -15021495.000000 Penalty: 3794.977539
	Iteration 136Q: 3 clusters Score -1.50215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -15021508.000000 Penalty: 3794.977539
	Iteration 137Q: 3 clusters Score -1.502151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -15021526.000000 Penalty: 3794.977539
	Iteration 138Q: 3 clusters Score -1.502153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114600 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -15021527.000000 Penalty: 3794.977539
	Iteration 139Q: 3 clusters Score -1.502153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114589 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -15021522.000000 Penalty: 3794.977539
	Iteration 140F: 3 clusters Score -1.502152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -15021528.000000 Penalty: 3794.977539
	Iteration 141Q: 3 clusters Score -1.502153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -15021521.000000 Penalty: 3794.977539
	Iteration 142Q: 3 clusters Score -1.502152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114582 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -15021519.000000 Penalty: 3794.977539
	Iteration 143Q: 3 clusters Score -1.502152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114568 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -15021520.000000 Penalty: 3794.977539
	Iteration 144Q: 3 clusters Score -1.502152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -15021552.000000 Penalty: 3794.977539
	Iteration 145Q: 3 clusters Score -1.502155e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -15021544.000000 Penalty: 3794.977539
	Iteration 146Q: 3 clusters Score -1.502154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -15021555.000000 Penalty: 3794.977539
	Iteration 147Q: 3 clusters Score -1.502156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -15021559.000000 Penalty: 3794.977539
	Iteration 148Q: 3 clusters Score -1.502156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -15021562.000000 Penalty: 3794.977539
	Iteration 149Q: 3 clusters Score -1.502156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114492 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -15021552.000000 Penalty: 3794.977539
	Iteration 150Q: 3 clusters Score -1.502155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114472 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -15021559.000000 Penalty: 3794.977539
	Iteration 151Q: 3 clusters Score -1.502156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -15021561.000000 Penalty: 3794.977539
	Iteration 152Q: 3 clusters Score -1.502156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -15021558.000000 Penalty: 3794.977539
	Iteration 153Q: 3 clusters Score -1.502156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -15021561.000000 Penalty: 3794.977539
	Iteration 154Q: 3 clusters Score -1.502156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114418 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -15021546.000000 Penalty: 3794.977539
	Iteration 155Q: 3 clusters Score -1.502155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114413 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -15021531.000000 Penalty: 3794.977539
	Iteration 156Q: 3 clusters Score -1.502153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -15021552.000000 Penalty: 3794.977539
	Iteration 157Q: 3 clusters Score -1.502155e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -15021556.000000 Penalty: 3794.977539
	Iteration 158Q: 3 clusters Score -1.502156e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114380 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -15021555.000000 Penalty: 3794.977539
	Iteration 159Q: 3 clusters Score -1.502156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114360 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -15021572.000000 Penalty: 3794.977539
	Iteration 160F: 3 clusters Score -1.502157e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -15021593.000000 Penalty: 3794.977539
	Iteration 161Q: 3 clusters Score -1.502159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114315 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -15021595.000000 Penalty: 3794.977539
	Iteration 162Q: 3 clusters Score -1.50216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114305 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -15021614.000000 Penalty: 3794.977539
	Iteration 163Q: 3 clusters Score -1.502161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -15021633.000000 Penalty: 3794.977539
	Iteration 164Q: 3 clusters Score -1.502163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -15021634.000000 Penalty: 3794.977539
	Iteration 165Q: 3 clusters Score -1.502163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -15021640.000000 Penalty: 3794.977539
	Iteration 166Q: 3 clusters Score -1.502164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114272 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -15021641.000000 Penalty: 3794.977539
	Iteration 167Q: 3 clusters Score -1.502164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -15021634.000000 Penalty: 3794.977539
	Iteration 168Q: 3 clusters Score -1.502163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114247 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -15021632.000000 Penalty: 3794.977539
	Iteration 169Q: 3 clusters Score -1.502163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -15021656.000000 Penalty: 3794.977539
	Iteration 170Q: 3 clusters Score -1.502166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114220 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -15021650.000000 Penalty: 3794.977539
	Iteration 171Q: 3 clusters Score -1.502165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114212 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -15021648.000000 Penalty: 3794.977539
	Iteration 172Q: 3 clusters Score -1.502165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -15021665.000000 Penalty: 3794.977539
	Iteration 173Q: 3 clusters Score -1.502166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -15021680.000000 Penalty: 3794.977539
	Iteration 174Q: 3 clusters Score -1.502168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114197 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -15021679.000000 Penalty: 3794.977539
	Iteration 175Q: 3 clusters Score -1.502168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114197 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -15021681.000000 Penalty: 3794.977539
	Iteration 176Q: 3 clusters Score -1.502168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114193 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -15021673.000000 Penalty: 3794.977539
	Iteration 177Q: 3 clusters Score -1.502167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114189 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -15021669.000000 Penalty: 3794.977539
	Iteration 178Q: 3 clusters Score -1.502167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114186 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -15021667.000000 Penalty: 3794.977539
	Iteration 179Q: 3 clusters Score -1.502167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114177 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -15021660.000000 Penalty: 3794.977539
	Iteration 180F: 3 clusters Score -1.502166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -15021668.000000 Penalty: 3794.977539
	Iteration 181Q: 3 clusters Score -1.502167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -15021675.000000 Penalty: 3794.977539
	Iteration 182Q: 3 clusters Score -1.502168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114151 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -15021675.000000 Penalty: 3794.977539
	Iteration 183Q: 3 clusters Score -1.502168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -15021687.000000 Penalty: 3794.977539
	Iteration 184Q: 3 clusters Score -1.502169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114120 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -15021699.000000 Penalty: 3794.977539
	Iteration 185Q: 3 clusters Score -1.50217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114106 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -15021694.000000 Penalty: 3794.977539
	Iteration 186Q: 3 clusters Score -1.502169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -15021701.000000 Penalty: 3794.977539
	Iteration 187Q: 3 clusters Score -1.50217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -15021700.000000 Penalty: 3794.977539
	Iteration 188Q: 3 clusters Score -1.50217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114078 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -15021709.000000 Penalty: 3794.977539
	Iteration 189Q: 3 clusters Score -1.502171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114063 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -15021714.000000 Penalty: 3794.977539
	Iteration 190Q: 3 clusters Score -1.502171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114055 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -15021726.000000 Penalty: 3794.977539
	Iteration 191Q: 3 clusters Score -1.502173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -15021723.000000 Penalty: 3794.977539
	Iteration 192Q: 3 clusters Score -1.502172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -15021712.000000 Penalty: 3794.977539
	Iteration 193Q: 3 clusters Score -1.502171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -15021726.000000 Penalty: 3794.977539
	Iteration 194Q: 3 clusters Score -1.502173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -15021731.000000 Penalty: 3794.977539
	Iteration 195Q: 3 clusters Score -1.502173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -15021734.000000 Penalty: 3794.977539
	Iteration 196Q: 3 clusters Score -1.502173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -15021737.000000 Penalty: 3794.977539
	Iteration 197Q: 3 clusters Score -1.502174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114014 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -15021736.000000 Penalty: 3794.977539
	Iteration 198Q: 3 clusters Score -1.502174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -15021734.000000 Penalty: 3794.977539
	Iteration 199Q: 3 clusters Score -1.502173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -15021726.000000 Penalty: 3794.977539
	Iteration 200F: 3 clusters Score -1.502173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -15021735.000000 Penalty: 3794.977539
	Iteration 201Q: 3 clusters Score -1.502174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -15021730.000000 Penalty: 3794.977539
	Iteration 202Q: 3 clusters Score -1.502173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -15021732.000000 Penalty: 3794.977539
	Iteration 203Q: 3 clusters Score -1.502173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -15021733.000000 Penalty: 3794.977539
	Iteration 204Q: 3 clusters Score -1.502173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -15021733.000000 Penalty: 3794.977539
	Iteration 205F: 3 clusters Score -1.502173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41562 members 
Mstep: Class 3 contains 38101 members 
Mstep: Class 4 contains 118614 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 109896 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 114012 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 25585 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27988 members 
Mstep: Class 15 contains 87439 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 19 contains 2009 members 
Entering Unmasked Estep 
Score: -72787856.000000 Penalty: 38813.050781
Splitting cluster 8 changes total score from -72787240.000000 to -72787856.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -56236.324219 Penalty: 1015.307007
	Iteration 0F: 2 clusters Score -56236.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55306.617188 Penalty: 2030.614014
	Iteration 0F: 3 clusters Score -55306.62 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55743.019531 Penalty: 2030.614014
	Iteration 1F: 3 clusters Score -55743.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55931.277344 Penalty: 2030.614014
	Iteration 2F: 3 clusters Score -55931.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56042.742188 Penalty: 2030.614014
	Iteration 3Q: 3 clusters Score -56042.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56078.515625 Penalty: 2030.614014
	Iteration 4Q: 3 clusters Score -56078.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56095.101562 Penalty: 2030.614014
	Iteration 5Q: 3 clusters Score -56095.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56130.386719 Penalty: 2030.614014
	Iteration 6Q: 3 clusters Score -56130.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56151.707031 Penalty: 2030.614014
	Iteration 7Q: 3 clusters Score -56151.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56159.019531 Penalty: 2030.614014
	Iteration 8Q: 3 clusters Score -56159.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56166.261719 Penalty: 2030.614014
	Iteration 9Q: 3 clusters Score -56166.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56166.261719 Penalty: 2030.614014
	Iteration 10F: 3 clusters Score -56166.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Entering Unmasked Estep 
Score: -3216001.500000 Penalty: 1649.336182
	Iteration 0F: 2 clusters Score -3216002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3198778.000000 Penalty: 3298.672363
	Iteration 0F: 3 clusters Score -3198778 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3204965.500000 Penalty: 3298.672363
	Iteration 1F: 3 clusters Score -3204966 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3205373.750000 Penalty: 3298.672363
	Iteration 2Q: 3 clusters Score -3205374 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3205788.000000 Penalty: 3298.672363
	Iteration 3Q: 3 clusters Score -3205788 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3206238.500000 Penalty: 3298.672363
	Iteration 4Q: 3 clusters Score -3206238 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3206678.250000 Penalty: 3298.672363
	Iteration 5Q: 3 clusters Score -3206678 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3207153.750000 Penalty: 3298.672363
	Iteration 6Q: 3 clusters Score -3207154 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3207731.500000 Penalty: 3298.672363
	Iteration 7Q: 3 clusters Score -3207732 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3208429.750000 Penalty: 3298.672363
	Iteration 8F: 3 clusters Score -3208430 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3209412.000000 Penalty: 3298.672363
	Iteration 9F: 3 clusters Score -3209412 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3210585.250000 Penalty: 3298.672363
	Iteration 10F: 3 clusters Score -3210585 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3211832.500000 Penalty: 3298.672363
	Iteration 11F: 3 clusters Score -3211832 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3212773.750000 Penalty: 3298.672363
	Iteration 12Q: 3 clusters Score -3212774 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3213403.000000 Penalty: 3298.672363
	Iteration 13Q: 3 clusters Score -3213403 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3213869.500000 Penalty: 3298.672363
	Iteration 14Q: 3 clusters Score -3213870 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3214247.750000 Penalty: 3298.672363
	Iteration 15Q: 3 clusters Score -3214248 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3214498.000000 Penalty: 3298.672363
	Iteration 16Q: 3 clusters Score -3214498 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3214691.000000 Penalty: 3298.672363
	Iteration 17Q: 3 clusters Score -3214691 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3214853.000000 Penalty: 3298.672363
	Iteration 18Q: 3 clusters Score -3214853 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3214967.750000 Penalty: 3298.672363
	Iteration 19Q: 3 clusters Score -3214968 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3215062.500000 Penalty: 3298.672363
	Iteration 20F: 3 clusters Score -3215062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3215139.500000 Penalty: 3298.672363
	Iteration 21Q: 3 clusters Score -3215140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3215198.750000 Penalty: 3298.672363
	Iteration 22Q: 3 clusters Score -3215199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3215235.750000 Penalty: 3298.672363
	Iteration 23Q: 3 clusters Score -3215236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3215264.500000 Penalty: 3298.672363
	Iteration 24Q: 3 clusters Score -3215264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3215284.250000 Penalty: 3298.672363
	Iteration 25Q: 3 clusters Score -3215284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3215301.000000 Penalty: 3298.672363
	Iteration 26Q: 3 clusters Score -3215301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3215324.750000 Penalty: 3298.672363
	Iteration 27Q: 3 clusters Score -3215325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3215330.750000 Penalty: 3298.672363
	Iteration 28Q: 3 clusters Score -3215331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3215336.250000 Penalty: 3298.672363
	Iteration 29Q: 3 clusters Score -3215336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3215336.500000 Penalty: 3298.672363
	Iteration 30Q: 3 clusters Score -3215336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3215337.750000 Penalty: 3298.672363
	Iteration 31Q: 3 clusters Score -3215338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3215342.500000 Penalty: 3298.672363
	Iteration 32Q: 3 clusters Score -3215342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3215342.500000 Penalty: 3298.672363
	Iteration 33Q: 3 clusters Score -3215342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3215351.500000 Penalty: 3298.672363
	Iteration 34Q: 3 clusters Score -3215352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3215348.750000 Penalty: 3298.672363
	Iteration 35Q: 3 clusters Score -3215349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3215350.250000 Penalty: 3298.672363
	Iteration 36Q: 3 clusters Score -3215350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3215347.750000 Penalty: 3298.672363
	Iteration 37Q: 3 clusters Score -3215348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3215349.250000 Penalty: 3298.672363
	Iteration 38Q: 3 clusters Score -3215349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3215349.500000 Penalty: 3298.672363
	Iteration 39Q: 3 clusters Score -3215350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3215349.500000 Penalty: 3298.672363
	Iteration 40F: 3 clusters Score -3215350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -488432.531250 Penalty: 1346.272949
	Iteration 0F: 2 clusters Score -488432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -485092.093750 Penalty: 2692.545898
	Iteration 0F: 3 clusters Score -485092.1 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -485946.843750 Penalty: 2692.545898
	Iteration 1F: 3 clusters Score -485946.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -486068.562500 Penalty: 2692.545898
	Iteration 2F: 3 clusters Score -486068.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -486187.156250 Penalty: 2692.545898
	Iteration 3Q: 3 clusters Score -486187.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -486314.468750 Penalty: 2692.545898
	Iteration 4Q: 3 clusters Score -486314.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -486477.281250 Penalty: 2692.545898
	Iteration 5Q: 3 clusters Score -486477.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -486694.031250 Penalty: 2692.545898
	Iteration 6F: 3 clusters Score -486694 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -486919.500000 Penalty: 2692.545898
	Iteration 7F: 3 clusters Score -486919.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -487134.312500 Penalty: 2692.545898
	Iteration 8F: 3 clusters Score -487134.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -487310.687500 Penalty: 2692.545898
	Iteration 9F: 3 clusters Score -487310.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -487452.531250 Penalty: 2692.545898
	Iteration 10Q: 3 clusters Score -487452.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -487596.562500 Penalty: 2692.545898
	Iteration 11Q: 3 clusters Score -487596.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -487695.843750 Penalty: 2692.545898
	Iteration 12Q: 3 clusters Score -487695.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -487772.406250 Penalty: 2692.545898
	Iteration 13Q: 3 clusters Score -487772.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -487813.968750 Penalty: 2692.545898
	Iteration 14Q: 3 clusters Score -487814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -487842.812500 Penalty: 2692.545898
	Iteration 15Q: 3 clusters Score -487842.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -487867.250000 Penalty: 2692.545898
	Iteration 16Q: 3 clusters Score -487867.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -487888.781250 Penalty: 2692.545898
	Iteration 17Q: 3 clusters Score -487888.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -487902.875000 Penalty: 2692.545898
	Iteration 18Q: 3 clusters Score -487902.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -487913.750000 Penalty: 2692.545898
	Iteration 19Q: 3 clusters Score -487913.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -487922.750000 Penalty: 2692.545898
	Iteration 20F: 3 clusters Score -487922.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -487926.968750 Penalty: 2692.545898
	Iteration 21Q: 3 clusters Score -487927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -487932.625000 Penalty: 2692.545898
	Iteration 22Q: 3 clusters Score -487932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -487934.093750 Penalty: 2692.545898
	Iteration 23Q: 3 clusters Score -487934.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -487935.312500 Penalty: 2692.545898
	Iteration 24Q: 3 clusters Score -487935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -487935.781250 Penalty: 2692.545898
	Iteration 25Q: 3 clusters Score -487935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -487935.656250 Penalty: 2692.545898
	Iteration 26Q: 3 clusters Score -487935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -487935.656250 Penalty: 2692.545898
	Iteration 27F: 3 clusters Score -487935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -8771.176758 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -8771.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8058.020020 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -8058.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8271.438477 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -8271.438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8345.231445 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -8345.231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8412.615234 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -8412.615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8441.583984 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -8441.584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8460.545898 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -8460.546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8505.551758 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -8505.552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8548.884766 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -8548.885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8577.046875 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -8577.047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8658.976562 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -8658.977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8669.145508 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -8669.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8673.875977 Penalty: 1824.266602
	Iteration 11F: 3 clusters Score -8673.876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8693.982422 Penalty: 1824.266602
	Iteration 12Q: 3 clusters Score -8693.982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8706.013672 Penalty: 1824.266602
	Iteration 13Q: 3 clusters Score -8706.014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8706.013672 Penalty: 1824.266602
	Iteration 14F: 3 clusters Score -8706.014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19167.984375 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19167.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18359.660156 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -18359.66 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18657.886719 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -18657.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18748.689453 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -18748.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18773.990234 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -18773.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18794.064453 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -18794.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18810.203125 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -18810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18811.457031 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -18811.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18811.457031 Penalty: 1852.644165
	Iteration 7F: 3 clusters Score -18811.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Entering Unmasked Estep 
Score: -3569685.750000 Penalty: 1663.923828
	Iteration 0F: 2 clusters Score -3569686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3550916.250000 Penalty: 3327.847656
	Iteration 0F: 3 clusters Score -3550916 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3557987.250000 Penalty: 3327.847656
	Iteration 1F: 3 clusters Score -3557987 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3558539.500000 Penalty: 3327.847656
	Iteration 2Q: 3 clusters Score -3558540 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3559200.500000 Penalty: 3327.847656
	Iteration 3F: 3 clusters Score -3559200 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3560097.000000 Penalty: 3327.847656
	Iteration 4F: 3 clusters Score -3560097 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3561298.000000 Penalty: 3327.847656
	Iteration 5F: 3 clusters Score -3561298 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3562817.500000 Penalty: 3327.847656
	Iteration 6F: 3 clusters Score -3562818 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3564279.000000 Penalty: 3327.847656
	Iteration 7F: 3 clusters Score -3564279 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3565250.750000 Penalty: 3327.847656
	Iteration 8Q: 3 clusters Score -3565251 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3565899.750000 Penalty: 3327.847656
	Iteration 9Q: 3 clusters Score -3565900 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3566320.000000 Penalty: 3327.847656
	Iteration 10Q: 3 clusters Score -3566320 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3566568.750000 Penalty: 3327.847656
	Iteration 11Q: 3 clusters Score -3566569 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3566778.750000 Penalty: 3327.847656
	Iteration 12Q: 3 clusters Score -3566779 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3566970.500000 Penalty: 3327.847656
	Iteration 13Q: 3 clusters Score -3566970 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3567121.500000 Penalty: 3327.847656
	Iteration 14Q: 3 clusters Score -3567122 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3567326.750000 Penalty: 3327.847656
	Iteration 15Q: 3 clusters Score -3567327 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3567515.000000 Penalty: 3327.847656
	Iteration 16Q: 3 clusters Score -3567515 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3567711.750000 Penalty: 3327.847656
	Iteration 17Q: 3 clusters Score -3567712 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3567858.500000 Penalty: 3327.847656
	Iteration 18Q: 3 clusters Score -3567858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3568017.750000 Penalty: 3327.847656
	Iteration 19Q: 3 clusters Score -3568018 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3568144.000000 Penalty: 3327.847656
	Iteration 20F: 3 clusters Score -3568144 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3568239.500000 Penalty: 3327.847656
	Iteration 21Q: 3 clusters Score -3568240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3568296.750000 Penalty: 3327.847656
	Iteration 22Q: 3 clusters Score -3568297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3568341.000000 Penalty: 3327.847656
	Iteration 23Q: 3 clusters Score -3568341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3568376.750000 Penalty: 3327.847656
	Iteration 24Q: 3 clusters Score -3568377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3568400.000000 Penalty: 3327.847656
	Iteration 25Q: 3 clusters Score -3568400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3568405.250000 Penalty: 3327.847656
	Iteration 26Q: 3 clusters Score -3568405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3568408.250000 Penalty: 3327.847656
	Iteration 27Q: 3 clusters Score -3568408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3568420.500000 Penalty: 3327.847656
	Iteration 28Q: 3 clusters Score -3568420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3568427.500000 Penalty: 3327.847656
	Iteration 29Q: 3 clusters Score -3568428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3568436.750000 Penalty: 3327.847656
	Iteration 30Q: 3 clusters Score -3568437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3568449.750000 Penalty: 3327.847656
	Iteration 31Q: 3 clusters Score -3568450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3568456.000000 Penalty: 3327.847656
	Iteration 32Q: 3 clusters Score -3568456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3568465.000000 Penalty: 3327.847656
	Iteration 33Q: 3 clusters Score -3568465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3568472.750000 Penalty: 3327.847656
	Iteration 34Q: 3 clusters Score -3568473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3568480.250000 Penalty: 3327.847656
	Iteration 35Q: 3 clusters Score -3568480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3568486.500000 Penalty: 3327.847656
	Iteration 36Q: 3 clusters Score -3568486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3568488.750000 Penalty: 3327.847656
	Iteration 37Q: 3 clusters Score -3568489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3568491.250000 Penalty: 3327.847656
	Iteration 38Q: 3 clusters Score -3568491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3568495.000000 Penalty: 3327.847656
	Iteration 39Q: 3 clusters Score -3568495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3568500.250000 Penalty: 3327.847656
	Iteration 40F: 3 clusters Score -3568500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3568504.000000 Penalty: 3327.847656
	Iteration 41Q: 3 clusters Score -3568504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3568515.500000 Penalty: 3327.847656
	Iteration 42Q: 3 clusters Score -3568516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3568518.750000 Penalty: 3327.847656
	Iteration 43Q: 3 clusters Score -3568519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3568522.000000 Penalty: 3327.847656
	Iteration 44Q: 3 clusters Score -3568522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3568524.750000 Penalty: 3327.847656
	Iteration 45Q: 3 clusters Score -3568525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3568525.250000 Penalty: 3327.847656
	Iteration 46Q: 3 clusters Score -3568525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3568525.250000 Penalty: 3327.847656
	Iteration 47F: 3 clusters Score -3568525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87439 members 
Entering Unmasked Estep 
Score: -11109195.000000 Penalty: 1849.038208
	Iteration 0F: 2 clusters Score -1.11092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -11051108.000000 Penalty: 3698.076416
	Iteration 0F: 3 clusters Score -1.105111e+07 nChanged 41551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -11075614.000000 Penalty: 3698.076416
	Iteration 1F: 3 clusters Score -1.107561e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -11076399.000000 Penalty: 3698.076416
	Iteration 2Q: 3 clusters Score -1.10764e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -11077439.000000 Penalty: 3698.076416
	Iteration 3Q: 3 clusters Score -1.107744e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -11078745.000000 Penalty: 3698.076416
	Iteration 4Q: 3 clusters Score -1.107874e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -11080598.000000 Penalty: 3698.076416
	Iteration 5Q: 3 clusters Score -1.10806e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -11083265.000000 Penalty: 3698.076416
	Iteration 6F: 3 clusters Score -1.108326e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -11086532.000000 Penalty: 3698.076416
	Iteration 7F: 3 clusters Score -1.108653e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -11090289.000000 Penalty: 3698.076416
	Iteration 8F: 3 clusters Score -1.109029e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -11093545.000000 Penalty: 3698.076416
	Iteration 9F: 3 clusters Score -1.109354e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -11095617.000000 Penalty: 3698.076416
	Iteration 10Q: 3 clusters Score -1.109562e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -11096732.000000 Penalty: 3698.076416
	Iteration 11Q: 3 clusters Score -1.109673e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -11097428.000000 Penalty: 3698.076416
	Iteration 12Q: 3 clusters Score -1.109743e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -11098155.000000 Penalty: 3698.076416
	Iteration 13Q: 3 clusters Score -1.109816e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -11098837.000000 Penalty: 3698.076416
	Iteration 14Q: 3 clusters Score -1.109884e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -11099641.000000 Penalty: 3698.076416
	Iteration 15Q: 3 clusters Score -1.109964e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -11100426.000000 Penalty: 3698.076416
	Iteration 16Q: 3 clusters Score -1.110043e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -11101386.000000 Penalty: 3698.076416
	Iteration 17Q: 3 clusters Score -1.110139e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -11102147.000000 Penalty: 3698.076416
	Iteration 18Q: 3 clusters Score -1.110215e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -11102821.000000 Penalty: 3698.076416
	Iteration 19Q: 3 clusters Score -1.110282e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -11103336.000000 Penalty: 3698.076416
	Iteration 20F: 3 clusters Score -1.110334e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -11103696.000000 Penalty: 3698.076416
	Iteration 21Q: 3 clusters Score -1.11037e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -11104014.000000 Penalty: 3698.076416
	Iteration 22Q: 3 clusters Score -1.110401e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -11104321.000000 Penalty: 3698.076416
	Iteration 23Q: 3 clusters Score -1.110432e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -11104440.000000 Penalty: 3698.076416
	Iteration 24Q: 3 clusters Score -1.110444e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69805 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -11104548.000000 Penalty: 3698.076416
	Iteration 25Q: 3 clusters Score -1.110455e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -11104702.000000 Penalty: 3698.076416
	Iteration 26Q: 3 clusters Score -1.11047e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -11104712.000000 Penalty: 3698.076416
	Iteration 27Q: 3 clusters Score -1.110471e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -11104785.000000 Penalty: 3698.076416
	Iteration 28Q: 3 clusters Score -1.110478e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -11104880.000000 Penalty: 3698.076416
	Iteration 29Q: 3 clusters Score -1.110488e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -11104918.000000 Penalty: 3698.076416
	Iteration 30Q: 3 clusters Score -1.110492e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -11104973.000000 Penalty: 3698.076416
	Iteration 31Q: 3 clusters Score -1.110497e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -11105021.000000 Penalty: 3698.076416
	Iteration 32Q: 3 clusters Score -1.110502e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -11105051.000000 Penalty: 3698.076416
	Iteration 33Q: 3 clusters Score -1.110505e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -11105088.000000 Penalty: 3698.076416
	Iteration 34Q: 3 clusters Score -1.110509e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -11105168.000000 Penalty: 3698.076416
	Iteration 35Q: 3 clusters Score -1.110517e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -11105216.000000 Penalty: 3698.076416
	Iteration 36Q: 3 clusters Score -1.110522e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -11105244.000000 Penalty: 3698.076416
	Iteration 37Q: 3 clusters Score -1.110524e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -11105247.000000 Penalty: 3698.076416
	Iteration 38Q: 3 clusters Score -1.110525e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -11105271.000000 Penalty: 3698.076416
	Iteration 39Q: 3 clusters Score -1.110527e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -11105310.000000 Penalty: 3698.076416
	Iteration 40F: 3 clusters Score -1.110531e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -11105298.000000 Penalty: 3698.076416
	Iteration 41Q: 3 clusters Score -1.11053e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -11105310.000000 Penalty: 3698.076416
	Iteration 42Q: 3 clusters Score -1.110531e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -11105285.000000 Penalty: 3698.076416
	Iteration 43Q: 3 clusters Score -1.110528e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -11105293.000000 Penalty: 3698.076416
	Iteration 44Q: 3 clusters Score -1.110529e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -11105330.000000 Penalty: 3698.076416
	Iteration 45Q: 3 clusters Score -1.110533e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -11105325.000000 Penalty: 3698.076416
	Iteration 46Q: 3 clusters Score -1.110532e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -11105358.000000 Penalty: 3698.076416
	Iteration 47Q: 3 clusters Score -1.110536e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -11105362.000000 Penalty: 3698.076416
	Iteration 48Q: 3 clusters Score -1.110536e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -11105366.000000 Penalty: 3698.076416
	Iteration 49Q: 3 clusters Score -1.110537e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -11105387.000000 Penalty: 3698.076416
	Iteration 50Q: 3 clusters Score -1.110539e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -11105413.000000 Penalty: 3698.076416
	Iteration 51Q: 3 clusters Score -1.110541e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -11105409.000000 Penalty: 3698.076416
	Iteration 52Q: 3 clusters Score -1.110541e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -11105412.000000 Penalty: 3698.076416
	Iteration 53Q: 3 clusters Score -1.110541e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -11105431.000000 Penalty: 3698.076416
	Iteration 54Q: 3 clusters Score -1.110543e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -11105444.000000 Penalty: 3698.076416
	Iteration 55Q: 3 clusters Score -1.110544e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -11105447.000000 Penalty: 3698.076416
	Iteration 56Q: 3 clusters Score -1.110545e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -11105469.000000 Penalty: 3698.076416
	Iteration 57Q: 3 clusters Score -1.110547e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -11105495.000000 Penalty: 3698.076416
	Iteration 58Q: 3 clusters Score -1.11055e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -11105532.000000 Penalty: 3698.076416
	Iteration 59Q: 3 clusters Score -1.110553e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -11105577.000000 Penalty: 3698.076416
	Iteration 60F: 3 clusters Score -1.110558e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -11105579.000000 Penalty: 3698.076416
	Iteration 61Q: 3 clusters Score -1.110558e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -11105604.000000 Penalty: 3698.076416
	Iteration 62Q: 3 clusters Score -1.11056e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -11105612.000000 Penalty: 3698.076416
	Iteration 63Q: 3 clusters Score -1.110561e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -11105601.000000 Penalty: 3698.076416
	Iteration 64Q: 3 clusters Score -1.11056e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -11105607.000000 Penalty: 3698.076416
	Iteration 65Q: 3 clusters Score -1.110561e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -11105628.000000 Penalty: 3698.076416
	Iteration 66Q: 3 clusters Score -1.110563e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -11105661.000000 Penalty: 3698.076416
	Iteration 67Q: 3 clusters Score -1.110566e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -11105671.000000 Penalty: 3698.076416
	Iteration 68Q: 3 clusters Score -1.110567e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -11105702.000000 Penalty: 3698.076416
	Iteration 69Q: 3 clusters Score -1.11057e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -11105728.000000 Penalty: 3698.076416
	Iteration 70Q: 3 clusters Score -1.110573e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -11105759.000000 Penalty: 3698.076416
	Iteration 71Q: 3 clusters Score -1.110576e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -11105780.000000 Penalty: 3698.076416
	Iteration 72Q: 3 clusters Score -1.110578e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -11105782.000000 Penalty: 3698.076416
	Iteration 73Q: 3 clusters Score -1.110578e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -11105789.000000 Penalty: 3698.076416
	Iteration 74Q: 3 clusters Score -1.110579e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -11105808.000000 Penalty: 3698.076416
	Iteration 75Q: 3 clusters Score -1.110581e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -11105844.000000 Penalty: 3698.076416
	Iteration 76Q: 3 clusters Score -1.110584e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -11105842.000000 Penalty: 3698.076416
	Iteration 77Q: 3 clusters Score -1.110584e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -11105888.000000 Penalty: 3698.076416
	Iteration 78Q: 3 clusters Score -1.110589e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -11105893.000000 Penalty: 3698.076416
	Iteration 79Q: 3 clusters Score -1.110589e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -11105890.000000 Penalty: 3698.076416
	Iteration 80F: 3 clusters Score -1.110589e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -11105916.000000 Penalty: 3698.076416
	Iteration 81Q: 3 clusters Score -1.110592e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -11105935.000000 Penalty: 3698.076416
	Iteration 82Q: 3 clusters Score -1.110594e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -11105960.000000 Penalty: 3698.076416
	Iteration 83Q: 3 clusters Score -1.110596e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -11105966.000000 Penalty: 3698.076416
	Iteration 84Q: 3 clusters Score -1.110597e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -11105973.000000 Penalty: 3698.076416
	Iteration 85Q: 3 clusters Score -1.110597e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -11106008.000000 Penalty: 3698.076416
	Iteration 86Q: 3 clusters Score -1.110601e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -11106047.000000 Penalty: 3698.076416
	Iteration 87Q: 3 clusters Score -1.110605e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -11106072.000000 Penalty: 3698.076416
	Iteration 88Q: 3 clusters Score -1.110607e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -11106104.000000 Penalty: 3698.076416
	Iteration 89Q: 3 clusters Score -1.11061e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -11106108.000000 Penalty: 3698.076416
	Iteration 90Q: 3 clusters Score -1.110611e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -11106151.000000 Penalty: 3698.076416
	Iteration 91Q: 3 clusters Score -1.110615e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -11106181.000000 Penalty: 3698.076416
	Iteration 92Q: 3 clusters Score -1.110618e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -11106197.000000 Penalty: 3698.076416
	Iteration 93Q: 3 clusters Score -1.11062e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -11106245.000000 Penalty: 3698.076416
	Iteration 94Q: 3 clusters Score -1.110624e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -11106284.000000 Penalty: 3698.076416
	Iteration 95Q: 3 clusters Score -1.110628e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81803 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -11106293.000000 Penalty: 3698.076416
	Iteration 96Q: 3 clusters Score -1.110629e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -11106330.000000 Penalty: 3698.076416
	Iteration 97Q: 3 clusters Score -1.110633e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -11106425.000000 Penalty: 3698.076416
	Iteration 98Q: 3 clusters Score -1.110642e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82553 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -11106514.000000 Penalty: 3698.076416
	Iteration 99Q: 3 clusters Score -1.110651e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -11106569.000000 Penalty: 3698.076416
	Iteration 100F: 3 clusters Score -1.110657e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -11106622.000000 Penalty: 3698.076416
	Iteration 101Q: 3 clusters Score -1.110662e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -11106726.000000 Penalty: 3698.076416
	Iteration 102Q: 3 clusters Score -1.110673e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -11106793.000000 Penalty: 3698.076416
	Iteration 103Q: 3 clusters Score -1.110679e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -11106854.000000 Penalty: 3698.076416
	Iteration 104Q: 3 clusters Score -1.110685e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -11106935.000000 Penalty: 3698.076416
	Iteration 105Q: 3 clusters Score -1.110694e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -11107044.000000 Penalty: 3698.076416
	Iteration 106Q: 3 clusters Score -1.110704e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11107101.000000 Penalty: 3698.076416
	Iteration 107Q: 3 clusters Score -1.11071e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -11107159.000000 Penalty: 3698.076416
	Iteration 108Q: 3 clusters Score -1.110716e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -11107176.000000 Penalty: 3698.076416
	Iteration 109Q: 3 clusters Score -1.110718e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -11107227.000000 Penalty: 3698.076416
	Iteration 110Q: 3 clusters Score -1.110723e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11107274.000000 Penalty: 3698.076416
	Iteration 111Q: 3 clusters Score -1.110727e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -11107342.000000 Penalty: 3698.076416
	Iteration 112Q: 3 clusters Score -1.110734e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -11107392.000000 Penalty: 3698.076416
	Iteration 113Q: 3 clusters Score -1.110739e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11107481.000000 Penalty: 3698.076416
	Iteration 114Q: 3 clusters Score -1.110748e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11107553.000000 Penalty: 3698.076416
	Iteration 115Q: 3 clusters Score -1.110755e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11107572.000000 Penalty: 3698.076416
	Iteration 116Q: 3 clusters Score -1.110757e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11107584.000000 Penalty: 3698.076416
	Iteration 117Q: 3 clusters Score -1.110758e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11107623.000000 Penalty: 3698.076416
	Iteration 118Q: 3 clusters Score -1.110762e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11107638.000000 Penalty: 3698.076416
	Iteration 119Q: 3 clusters Score -1.110764e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11107650.000000 Penalty: 3698.076416
	Iteration 120F: 3 clusters Score -1.110765e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11107655.000000 Penalty: 3698.076416
	Iteration 121Q: 3 clusters Score -1.110766e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11107676.000000 Penalty: 3698.076416
	Iteration 122Q: 3 clusters Score -1.110768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11107695.000000 Penalty: 3698.076416
	Iteration 123Q: 3 clusters Score -1.11077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11107723.000000 Penalty: 3698.076416
	Iteration 124Q: 3 clusters Score -1.110772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11107724.000000 Penalty: 3698.076416
	Iteration 125Q: 3 clusters Score -1.110772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11107733.000000 Penalty: 3698.076416
	Iteration 126Q: 3 clusters Score -1.110773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11107743.000000 Penalty: 3698.076416
	Iteration 127Q: 3 clusters Score -1.110774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11107769.000000 Penalty: 3698.076416
	Iteration 128Q: 3 clusters Score -1.110777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11107769.000000 Penalty: 3698.076416
	Iteration 129Q: 3 clusters Score -1.110777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11107767.000000 Penalty: 3698.076416
	Iteration 130Q: 3 clusters Score -1.110777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11107773.000000 Penalty: 3698.076416
	Iteration 131Q: 3 clusters Score -1.110777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11107779.000000 Penalty: 3698.076416
	Iteration 132Q: 3 clusters Score -1.110778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11107803.000000 Penalty: 3698.076416
	Iteration 133Q: 3 clusters Score -1.11078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11107798.000000 Penalty: 3698.076416
	Iteration 134Q: 3 clusters Score -1.11078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11107803.000000 Penalty: 3698.076416
	Iteration 135Q: 3 clusters Score -1.11078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11107796.000000 Penalty: 3698.076416
	Iteration 136Q: 3 clusters Score -1.11078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11107800.000000 Penalty: 3698.076416
	Iteration 137Q: 3 clusters Score -1.11078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11107795.000000 Penalty: 3698.076416
	Iteration 138Q: 3 clusters Score -1.11078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11107800.000000 Penalty: 3698.076416
	Iteration 139Q: 3 clusters Score -1.11078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11107805.000000 Penalty: 3698.076416
	Iteration 140F: 3 clusters Score -1.11078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -304483.437500 Penalty: 1260.381836
	Iteration 0F: 2 clusters Score -304483.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -302165.343750 Penalty: 2520.763672
	Iteration 0F: 3 clusters Score -302165.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -302680.781250 Penalty: 2520.763672
	Iteration 1F: 3 clusters Score -302680.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -302801.156250 Penalty: 2520.763672
	Iteration 2F: 3 clusters Score -302801.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -302875.968750 Penalty: 2520.763672
	Iteration 3F: 3 clusters Score -302876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -302922.968750 Penalty: 2520.763672
	Iteration 4Q: 3 clusters Score -302923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -302955.093750 Penalty: 2520.763672
	Iteration 5Q: 3 clusters Score -302955.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -302993.812500 Penalty: 2520.763672
	Iteration 6Q: 3 clusters Score -302993.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -303022.031250 Penalty: 2520.763672
	Iteration 7Q: 3 clusters Score -303022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -303051.781250 Penalty: 2520.763672
	Iteration 8Q: 3 clusters Score -303051.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -303072.750000 Penalty: 2520.763672
	Iteration 9Q: 3 clusters Score -303072.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -303082.125000 Penalty: 2520.763672
	Iteration 10Q: 3 clusters Score -303082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -303085.093750 Penalty: 2520.763672
	Iteration 11Q: 3 clusters Score -303085.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303087.875000 Penalty: 2520.763672
	Iteration 12Q: 3 clusters Score -303087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303090.406250 Penalty: 2520.763672
	Iteration 13Q: 3 clusters Score -303090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -303091.093750 Penalty: 2520.763672
	Iteration 14Q: 3 clusters Score -303091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -303092.531250 Penalty: 2520.763672
	Iteration 15Q: 3 clusters Score -303092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -303093.687500 Penalty: 2520.763672
	Iteration 16Q: 3 clusters Score -303093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -303094.500000 Penalty: 2520.763672
	Iteration 17Q: 3 clusters Score -303094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -303096.562500 Penalty: 2520.763672
	Iteration 18Q: 3 clusters Score -303096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -303097.343750 Penalty: 2520.763672
	Iteration 19Q: 3 clusters Score -303097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -303100.031250 Penalty: 2520.763672
	Iteration 20F: 3 clusters Score -303100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -303101.687500 Penalty: 2520.763672
	Iteration 21Q: 3 clusters Score -303101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -303102.093750 Penalty: 2520.763672
	Iteration 22Q: 3 clusters Score -303102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -303102.125000 Penalty: 2520.763672
	Iteration 23Q: 3 clusters Score -303102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -303104.093750 Penalty: 2520.763672
	Iteration 24Q: 3 clusters Score -303104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -303105.781250 Penalty: 2520.763672
	Iteration 25Q: 3 clusters Score -303105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -303107.062500 Penalty: 2520.763672
	Iteration 26Q: 3 clusters Score -303107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -303108.343750 Penalty: 2520.763672
	Iteration 27Q: 3 clusters Score -303108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -303108.968750 Penalty: 2520.763672
	Iteration 28Q: 3 clusters Score -303109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -303109.625000 Penalty: 2520.763672
	Iteration 29Q: 3 clusters Score -303109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -303109.406250 Penalty: 2520.763672
	Iteration 30Q: 3 clusters Score -303109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -303110.000000 Penalty: 2520.763672
	Iteration 31Q: 3 clusters Score -303110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -303110.625000 Penalty: 2520.763672
	Iteration 32Q: 3 clusters Score -303110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -303111.062500 Penalty: 2520.763672
	Iteration 33Q: 3 clusters Score -303111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -303111.187500 Penalty: 2520.763672
	Iteration 34Q: 3 clusters Score -303111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -303111.937500 Penalty: 2520.763672
	Iteration 35Q: 3 clusters Score -303111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -303115.406250 Penalty: 2520.763672
	Iteration 36Q: 3 clusters Score -303115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -303116.500000 Penalty: 2520.763672
	Iteration 37Q: 3 clusters Score -303116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -303118.156250 Penalty: 2520.763672
	Iteration 38Q: 3 clusters Score -303118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -303121.218750 Penalty: 2520.763672
	Iteration 39Q: 3 clusters Score -303121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -303124.531250 Penalty: 2520.763672
	Iteration 40F: 3 clusters Score -303124.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -303133.593750 Penalty: 2520.763672
	Iteration 41Q: 3 clusters Score -303133.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -303147.250000 Penalty: 2520.763672
	Iteration 42Q: 3 clusters Score -303147.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -303154.906250 Penalty: 2520.763672
	Iteration 43Q: 3 clusters Score -303154.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -303158.562500 Penalty: 2520.763672
	Iteration 44Q: 3 clusters Score -303158.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303164.218750 Penalty: 2520.763672
	Iteration 45Q: 3 clusters Score -303164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -303166.656250 Penalty: 2520.763672
	Iteration 46Q: 3 clusters Score -303166.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -303170.343750 Penalty: 2520.763672
	Iteration 47Q: 3 clusters Score -303170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -303172.625000 Penalty: 2520.763672
	Iteration 48Q: 3 clusters Score -303172.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -303177.531250 Penalty: 2520.763672
	Iteration 49Q: 3 clusters Score -303177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -303180.593750 Penalty: 2520.763672
	Iteration 50Q: 3 clusters Score -303180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -303183.250000 Penalty: 2520.763672
	Iteration 51Q: 3 clusters Score -303183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303186.968750 Penalty: 2520.763672
	Iteration 52Q: 3 clusters Score -303187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -303193.031250 Penalty: 2520.763672
	Iteration 53Q: 3 clusters Score -303193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -303201.406250 Penalty: 2520.763672
	Iteration 54Q: 3 clusters Score -303201.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -303206.968750 Penalty: 2520.763672
	Iteration 55Q: 3 clusters Score -303207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -303210.968750 Penalty: 2520.763672
	Iteration 56Q: 3 clusters Score -303211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -303216.312500 Penalty: 2520.763672
	Iteration 57Q: 3 clusters Score -303216.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -303223.500000 Penalty: 2520.763672
	Iteration 58Q: 3 clusters Score -303223.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -303230.000000 Penalty: 2520.763672
	Iteration 59Q: 3 clusters Score -303230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -303238.531250 Penalty: 2520.763672
	Iteration 60F: 3 clusters Score -303238.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -303252.156250 Penalty: 2520.763672
	Iteration 61Q: 3 clusters Score -303252.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -303261.093750 Penalty: 2520.763672
	Iteration 62Q: 3 clusters Score -303261.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -303267.968750 Penalty: 2520.763672
	Iteration 63Q: 3 clusters Score -303268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -303276.187500 Penalty: 2520.763672
	Iteration 64Q: 3 clusters Score -303276.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -303284.625000 Penalty: 2520.763672
	Iteration 65Q: 3 clusters Score -303284.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -303295.218750 Penalty: 2520.763672
	Iteration 66Q: 3 clusters Score -303295.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -303305.000000 Penalty: 2520.763672
	Iteration 67Q: 3 clusters Score -303305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303313.843750 Penalty: 2520.763672
	Iteration 68Q: 3 clusters Score -303313.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -303323.500000 Penalty: 2520.763672
	Iteration 69Q: 3 clusters Score -303323.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -303333.906250 Penalty: 2520.763672
	Iteration 70Q: 3 clusters Score -303333.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -303345.687500 Penalty: 2520.763672
	Iteration 71Q: 3 clusters Score -303345.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -303355.500000 Penalty: 2520.763672
	Iteration 72Q: 3 clusters Score -303355.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -303365.000000 Penalty: 2520.763672
	Iteration 73Q: 3 clusters Score -303365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303374.406250 Penalty: 2520.763672
	Iteration 74Q: 3 clusters Score -303374.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -303383.812500 Penalty: 2520.763672
	Iteration 75Q: 3 clusters Score -303383.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303393.031250 Penalty: 2520.763672
	Iteration 76Q: 3 clusters Score -303393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -303402.593750 Penalty: 2520.763672
	Iteration 77Q: 3 clusters Score -303402.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -303416.187500 Penalty: 2520.763672
	Iteration 78Q: 3 clusters Score -303416.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -303428.812500 Penalty: 2520.763672
	Iteration 79Q: 3 clusters Score -303428.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -303440.906250 Penalty: 2520.763672
	Iteration 80F: 3 clusters Score -303440.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -303454.093750 Penalty: 2520.763672
	Iteration 81Q: 3 clusters Score -303454.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -303462.406250 Penalty: 2520.763672
	Iteration 82Q: 3 clusters Score -303462.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -303466.625000 Penalty: 2520.763672
	Iteration 83Q: 3 clusters Score -303466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -303470.093750 Penalty: 2520.763672
	Iteration 84Q: 3 clusters Score -303470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -303472.250000 Penalty: 2520.763672
	Iteration 85Q: 3 clusters Score -303472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -303475.125000 Penalty: 2520.763672
	Iteration 86Q: 3 clusters Score -303475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -303478.218750 Penalty: 2520.763672
	Iteration 87Q: 3 clusters Score -303478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -303481.406250 Penalty: 2520.763672
	Iteration 88Q: 3 clusters Score -303481.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -303485.406250 Penalty: 2520.763672
	Iteration 89Q: 3 clusters Score -303485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -303488.562500 Penalty: 2520.763672
	Iteration 90Q: 3 clusters Score -303488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -303490.218750 Penalty: 2520.763672
	Iteration 91Q: 3 clusters Score -303490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -303492.281250 Penalty: 2520.763672
	Iteration 92Q: 3 clusters Score -303492.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -303493.500000 Penalty: 2520.763672
	Iteration 93Q: 3 clusters Score -303493.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -303494.968750 Penalty: 2520.763672
	Iteration 94Q: 3 clusters Score -303495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -303496.218750 Penalty: 2520.763672
	Iteration 95Q: 3 clusters Score -303496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -303496.968750 Penalty: 2520.763672
	Iteration 96Q: 3 clusters Score -303497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -303497.562500 Penalty: 2520.763672
	Iteration 97Q: 3 clusters Score -303497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -303497.843750 Penalty: 2520.763672
	Iteration 98Q: 3 clusters Score -303497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -303499.906250 Penalty: 2520.763672
	Iteration 99Q: 3 clusters Score -303499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -303501.781250 Penalty: 2520.763672
	Iteration 100F: 3 clusters Score -303501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -303502.875000 Penalty: 2520.763672
	Iteration 101Q: 3 clusters Score -303502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -303505.031250 Penalty: 2520.763672
	Iteration 102Q: 3 clusters Score -303505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -303507.156250 Penalty: 2520.763672
	Iteration 103Q: 3 clusters Score -303507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -303509.968750 Penalty: 2520.763672
	Iteration 104Q: 3 clusters Score -303510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -303511.625000 Penalty: 2520.763672
	Iteration 105Q: 3 clusters Score -303511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -303511.812500 Penalty: 2520.763672
	Iteration 106Q: 3 clusters Score -303511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -303513.093750 Penalty: 2520.763672
	Iteration 107Q: 3 clusters Score -303513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303514.437500 Penalty: 2520.763672
	Iteration 108Q: 3 clusters Score -303514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -303515.031250 Penalty: 2520.763672
	Iteration 109Q: 3 clusters Score -303515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -303516.218750 Penalty: 2520.763672
	Iteration 110Q: 3 clusters Score -303516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -303517.375000 Penalty: 2520.763672
	Iteration 111Q: 3 clusters Score -303517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -303518.250000 Penalty: 2520.763672
	Iteration 112Q: 3 clusters Score -303518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -303518.281250 Penalty: 2520.763672
	Iteration 113Q: 3 clusters Score -303518.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -303518.281250 Penalty: 2520.763672
	Iteration 114F: 3 clusters Score -303518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -253516.156250 Penalty: 1235.876221
	Iteration 0F: 2 clusters Score -253516.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -251458.218750 Penalty: 2471.752441
	Iteration 0F: 3 clusters Score -251458.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -251880.375000 Penalty: 2471.752441
	Iteration 1F: 3 clusters Score -251880.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -251975.531250 Penalty: 2471.752441
	Iteration 2F: 3 clusters Score -251975.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -252032.062500 Penalty: 2471.752441
	Iteration 3Q: 3 clusters Score -252032.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -252065.828125 Penalty: 2471.752441
	Iteration 4Q: 3 clusters Score -252065.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -252089.593750 Penalty: 2471.752441
	Iteration 5Q: 3 clusters Score -252089.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -252104.765625 Penalty: 2471.752441
	Iteration 6Q: 3 clusters Score -252104.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252119.609375 Penalty: 2471.752441
	Iteration 7Q: 3 clusters Score -252119.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -252127.078125 Penalty: 2471.752441
	Iteration 8Q: 3 clusters Score -252127.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252132.390625 Penalty: 2471.752441
	Iteration 9Q: 3 clusters Score -252132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -252134.750000 Penalty: 2471.752441
	Iteration 10Q: 3 clusters Score -252134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -252137.734375 Penalty: 2471.752441
	Iteration 11Q: 3 clusters Score -252137.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252138.109375 Penalty: 2471.752441
	Iteration 12Q: 3 clusters Score -252138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252138.109375 Penalty: 2471.752441
	Iteration 13F: 3 clusters Score -252138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41562 members 
Mstep: Class 3 contains 38101 members 
Mstep: Class 4 contains 118614 members 
Mstep: Class 6 contains 109896 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 114012 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 25585 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27988 members 
Mstep: Class 15 contains 87439 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 19 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72788560.000000 Penalty: 38813.050781
Iteration 159Q: 19 clusters Score -7.278856e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 41324 members 
Mstep: Class 3 contains 37672 members 
Mstep: Class 4 contains 118461 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 109976 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 113627 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 25406 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27903 members 
Mstep: Class 15 contains 88655 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 19 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789944.000000 Penalty: 38813.050781
Iteration 160F: 19 clusters Score -7.278994e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 41037 members 
Mstep: Class 3 contains 37045 members 
Mstep: Class 4 contains 117978 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 109991 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 113350 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 25191 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27799 members 
Mstep: Class 15 contains 89804 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 19 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791088.000000 Penalty: 38813.050781
Iteration 161Q: 19 clusters Score -7.279109e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40748 members 
Mstep: Class 3 contains 36463 members 
Mstep: Class 4 contains 117548 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 109981 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 113149 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 24983 members 
Mstep: Class 11 contains 3937 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27701 members 
Mstep: Class 15 contains 90933 members 
Mstep: Class 16 contains 5342 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 19 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791928.000000 Penalty: 38813.050781
Iteration 162Q: 19 clusters Score -7.279193e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40403 members 
Mstep: Class 3 contains 35882 members 
Mstep: Class 4 contains 117045 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 109964 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 113084 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 24775 members 
Mstep: Class 11 contains 3927 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27592 members 
Mstep: Class 15 contains 92121 members 
Mstep: Class 16 contains 5963 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 19 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792464.000000 Penalty: 38813.050781
Iteration 163Q: 19 clusters Score -7.279246e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 40041 members 
Mstep: Class 3 contains 35305 members 
Mstep: Class 4 contains 116627 members 
Mstep: Class 5 contains 1699 members 
Mstep: Class 6 contains 109961 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 112932 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 3914 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27478 members 
Mstep: Class 15 contains 93291 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 19 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793104.000000 Penalty: 38813.050781
Iteration 164Q: 19 clusters Score -7.27931e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 39664 members 
Mstep: Class 3 contains 34766 members 
Mstep: Class 4 contains 116239 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 109944 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 112768 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 24462 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27351 members 
Mstep: Class 15 contains 94470 members 
Mstep: Class 16 contains 7217 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 19 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793776.000000 Penalty: 38813.050781
Iteration 165Q: 19 clusters Score -7.279378e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 39260 members 
Mstep: Class 3 contains 34253 members 
Mstep: Class 4 contains 115842 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 109940 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 112644 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 24298 members 
Mstep: Class 11 contains 3897 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27228 members 
Mstep: Class 15 contains 95616 members 
Mstep: Class 16 contains 7818 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 19 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794480.000000 Penalty: 38813.050781
Iteration 166Q: 19 clusters Score -7.279448e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 38839 members 
Mstep: Class 3 contains 33767 members 
Mstep: Class 4 contains 115538 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 109930 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 112416 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 24165 members 
Mstep: Class 11 contains 3884 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 27100 members 
Mstep: Class 15 contains 96738 members 
Mstep: Class 16 contains 8427 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 19 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795264.000000 Penalty: 38813.050781
Iteration 167Q: 19 clusters Score -7.279526e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 38449 members 
Mstep: Class 3 contains 33330 members 
Mstep: Class 4 contains 115298 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 109923 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 112310 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 24009 members 
Mstep: Class 11 contains 3867 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26954 members 
Mstep: Class 15 contains 97652 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 19 contains 2071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795576.000000 Penalty: 38813.050781
Iteration 168Q: 19 clusters Score -7.279558e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 38132 members 
Mstep: Class 3 contains 32948 members 
Mstep: Class 4 contains 115112 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 109930 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 112192 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 23867 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26831 members 
Mstep: Class 15 contains 98314 members 
Mstep: Class 16 contains 9619 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 19 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796032.000000 Penalty: 38813.050781
Iteration 169Q: 19 clusters Score -7.279603e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 37802 members 
Mstep: Class 3 contains 32551 members 
Mstep: Class 4 contains 114962 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 109941 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 112161 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 23735 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 98825 members 
Mstep: Class 16 contains 10252 members 
Mstep: Class 17 contains 2382 members 
Mstep: Class 19 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796408.000000 Penalty: 38813.050781
Iteration 170Q: 19 clusters Score -7.279641e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 37471 members 
Mstep: Class 3 contains 32193 members 
Mstep: Class 4 contains 114863 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 109935 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 112097 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 23618 members 
Mstep: Class 11 contains 3835 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26662 members 
Mstep: Class 15 contains 99290 members 
Mstep: Class 16 contains 10891 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 19 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796592.000000 Penalty: 38813.050781
Iteration 171Q: 19 clusters Score -7.279659e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 37199 members 
Mstep: Class 3 contains 31847 members 
Mstep: Class 4 contains 114792 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 109936 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 112016 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 23520 members 
Mstep: Class 11 contains 3820 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26581 members 
Mstep: Class 15 contains 99648 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 2357 members 
Mstep: Class 19 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797240.000000 Penalty: 38813.050781
Iteration 172Q: 19 clusters Score -7.279724e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36899 members 
Mstep: Class 3 contains 31545 members 
Mstep: Class 4 contains 114753 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 109952 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111930 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 23427 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26520 members 
Mstep: Class 15 contains 99919 members 
Mstep: Class 16 contains 12125 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 19 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797592.000000 Penalty: 38813.050781
Iteration 173Q: 19 clusters Score -7.279759e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36655 members 
Mstep: Class 3 contains 31281 members 
Mstep: Class 4 contains 114679 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 109960 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111840 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 23316 members 
Mstep: Class 11 contains 3792 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26455 members 
Mstep: Class 15 contains 100167 members 
Mstep: Class 16 contains 12724 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797792.000000 Penalty: 38813.050781
Iteration 174Q: 19 clusters Score -7.279779e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36470 members 
Mstep: Class 3 contains 31036 members 
Mstep: Class 4 contains 114610 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 109964 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111772 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 23211 members 
Mstep: Class 11 contains 3772 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 100344 members 
Mstep: Class 16 contains 13320 members 
Mstep: Class 17 contains 2299 members 
Mstep: Class 19 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797816.000000 Penalty: 38813.050781
Iteration 175Q: 19 clusters Score -7.279782e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36319 members 
Mstep: Class 3 contains 30798 members 
Mstep: Class 4 contains 114565 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 109963 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111628 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 23120 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26322 members 
Mstep: Class 15 contains 100522 members 
Mstep: Class 16 contains 13904 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 19 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797864.000000 Penalty: 38813.050781
Iteration 176Q: 19 clusters Score -7.279786e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36205 members 
Mstep: Class 3 contains 30597 members 
Mstep: Class 4 contains 114468 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 109964 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111489 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 23039 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26270 members 
Mstep: Class 15 contains 100667 members 
Mstep: Class 16 contains 14461 members 
Mstep: Class 17 contains 2259 members 
Mstep: Class 19 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798064.000000 Penalty: 38813.050781
Iteration 177Q: 19 clusters Score -7.279806e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36063 members 
Mstep: Class 3 contains 30420 members 
Mstep: Class 4 contains 114347 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 109961 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111425 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22954 members 
Mstep: Class 11 contains 3738 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26250 members 
Mstep: Class 15 contains 100780 members 
Mstep: Class 16 contains 14986 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 19 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798272.000000 Penalty: 38813.050781
Iteration 178Q: 19 clusters Score -7.279827e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35916 members 
Mstep: Class 3 contains 30265 members 
Mstep: Class 4 contains 114223 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 109970 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111340 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22888 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26232 members 
Mstep: Class 15 contains 100874 members 
Mstep: Class 16 contains 15506 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 19 contains 2145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798504.000000 Penalty: 38813.050781
Iteration 179Q: 19 clusters Score -7.27985e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35757 members 
Mstep: Class 3 contains 30100 members 
Mstep: Class 4 contains 114074 members 
Mstep: Class 5 contains 1590 members 
Mstep: Class 6 contains 109973 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111334 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22820 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26215 members 
Mstep: Class 15 contains 100963 members 
Mstep: Class 16 contains 15998 members 
Mstep: Class 17 contains 2210 members 
Mstep: Class 19 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798560.000000 Penalty: 38813.050781
Iteration 180F: 19 clusters Score -7.279856e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35627 members 
Mstep: Class 3 contains 29914 members 
Mstep: Class 4 contains 113971 members 
Mstep: Class 5 contains 1589 members 
Mstep: Class 6 contains 109986 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 111101 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22771 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26200 members 
Mstep: Class 15 contains 101025 members 
Mstep: Class 16 contains 16664 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 19 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798784.000000 Penalty: 38813.050781
Iteration 181Q: 19 clusters Score -7.279878e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35533 members 
Mstep: Class 3 contains 29761 members 
Mstep: Class 4 contains 113853 members 
Mstep: Class 5 contains 1588 members 
Mstep: Class 6 contains 109989 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110936 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22717 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26188 members 
Mstep: Class 15 contains 101024 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 19 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799352.000000 Penalty: 38813.050781
Iteration 182Q: 19 clusters Score -7.279935e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35424 members 
Mstep: Class 3 contains 29635 members 
Mstep: Class 4 contains 113747 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 109995 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110807 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22669 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26183 members 
Mstep: Class 15 contains 100973 members 
Mstep: Class 16 contains 17862 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 19 contains 2145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799640.000000 Penalty: 38813.050781
Iteration 183Q: 19 clusters Score -7.279964e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35280 members 
Mstep: Class 3 contains 29505 members 
Mstep: Class 4 contains 113665 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 110006 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110670 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22619 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26173 members 
Mstep: Class 15 contains 100949 members 
Mstep: Class 16 contains 18430 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 19 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799904.000000 Penalty: 38813.050781
Iteration 184Q: 19 clusters Score -7.27999e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35157 members 
Mstep: Class 3 contains 29373 members 
Mstep: Class 4 contains 113583 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 110007 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110552 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 22574 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26160 members 
Mstep: Class 15 contains 100908 members 
Mstep: Class 16 contains 18995 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 19 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800120.000000 Penalty: 38813.050781
Iteration 185Q: 19 clusters Score -7.280012e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35069 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 113464 members 
Mstep: Class 5 contains 1556 members 
Mstep: Class 6 contains 110010 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110467 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 22529 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26160 members 
Mstep: Class 15 contains 100807 members 
Mstep: Class 16 contains 19543 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 19 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800296.000000 Penalty: 38813.050781
Iteration 186Q: 19 clusters Score -7.28003e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34956 members 
Mstep: Class 3 contains 29143 members 
Mstep: Class 4 contains 113303 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 110001 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110443 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26146 members 
Mstep: Class 15 contains 100736 members 
Mstep: Class 16 contains 20063 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 19 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800656.000000 Penalty: 38813.050781
Iteration 187Q: 19 clusters Score -7.280066e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34848 members 
Mstep: Class 3 contains 28997 members 
Mstep: Class 4 contains 113143 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 110006 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110488 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 22470 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26127 members 
Mstep: Class 15 contains 100677 members 
Mstep: Class 16 contains 20526 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 19 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800936.000000 Penalty: 38813.050781
Iteration 188Q: 19 clusters Score -7.280094e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34723 members 
Mstep: Class 3 contains 28851 members 
Mstep: Class 4 contains 112998 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 6 contains 109995 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110512 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 22446 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26110 members 
Mstep: Class 15 contains 100655 members 
Mstep: Class 16 contains 20987 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 19 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801120.000000 Penalty: 38813.050781
Iteration 189Q: 19 clusters Score -7.280112e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34653 members 
Mstep: Class 3 contains 28724 members 
Mstep: Class 4 contains 112867 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 109979 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110491 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 22427 members 
Mstep: Class 11 contains 3678 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26087 members 
Mstep: Class 15 contains 100622 members 
Mstep: Class 16 contains 21422 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 19 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801280.000000 Penalty: 38813.050781
Iteration 190Q: 19 clusters Score -7.280128e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34591 members 
Mstep: Class 3 contains 28608 members 
Mstep: Class 4 contains 112757 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 109970 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110447 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 22399 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26079 members 
Mstep: Class 15 contains 100576 members 
Mstep: Class 16 contains 21840 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 19 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801464.000000 Penalty: 38813.050781
Iteration 191Q: 19 clusters Score -7.280146e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34543 members 
Mstep: Class 3 contains 28512 members 
Mstep: Class 4 contains 112675 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 109958 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110387 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 22383 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26066 members 
Mstep: Class 15 contains 100521 members 
Mstep: Class 16 contains 22218 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 19 contains 2268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801448.000000 Penalty: 38813.050781
Iteration 192Q: 19 clusters Score -7.280145e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34478 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 112609 members 
Mstep: Class 5 contains 1503 members 
Mstep: Class 6 contains 109960 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110348 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 22370 members 
Mstep: Class 11 contains 3657 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26042 members 
Mstep: Class 15 contains 100460 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 19 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801640.000000 Penalty: 38813.050781
Iteration 193Q: 19 clusters Score -7.280164e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34382 members 
Mstep: Class 3 contains 28342 members 
Mstep: Class 4 contains 112542 members 
Mstep: Class 5 contains 1490 members 
Mstep: Class 6 contains 109946 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110317 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 22351 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26023 members 
Mstep: Class 15 contains 100449 members 
Mstep: Class 16 contains 22912 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 19 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801904.000000 Penalty: 38813.050781
Iteration 194Q: 19 clusters Score -7.28019e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34270 members 
Mstep: Class 3 contains 28277 members 
Mstep: Class 4 contains 112459 members 
Mstep: Class 5 contains 1482 members 
Mstep: Class 6 contains 109943 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110317 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 22338 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 26003 members 
Mstep: Class 15 contains 100407 members 
Mstep: Class 16 contains 23250 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 19 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801920.000000 Penalty: 38813.050781
Iteration 195Q: 19 clusters Score -7.280192e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34166 members 
Mstep: Class 3 contains 28201 members 
Mstep: Class 4 contains 112348 members 
Mstep: Class 5 contains 1474 members 
Mstep: Class 6 contains 109930 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110383 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 22321 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25995 members 
Mstep: Class 15 contains 100351 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 19 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802096.000000 Penalty: 38813.050781
Iteration 196Q: 19 clusters Score -7.28021e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34053 members 
Mstep: Class 3 contains 28115 members 
Mstep: Class 4 contains 112245 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 109922 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110401 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22325 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25975 members 
Mstep: Class 15 contains 100342 members 
Mstep: Class 16 contains 23900 members 
Mstep: Class 17 contains 2189 members 
Mstep: Class 19 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802224.000000 Penalty: 38813.050781
Iteration 197Q: 19 clusters Score -7.280222e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33943 members 
Mstep: Class 3 contains 28034 members 
Mstep: Class 4 contains 112143 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 109908 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110387 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22323 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25971 members 
Mstep: Class 15 contains 100352 members 
Mstep: Class 16 contains 24227 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 19 contains 2318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802256.000000 Penalty: 38813.050781
Iteration 198Q: 19 clusters Score -7.280226e+07 nChanged 1177
Entering ConstructFrom: 
Score: -72802256.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -76027.171875 Penalty: 1075.545166
	Iteration 0F: 2 clusters Score -76027.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74798.703125 Penalty: 2151.090332
	Iteration 0F: 3 clusters Score -74798.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75089.460938 Penalty: 2151.090332
	Iteration 1F: 3 clusters Score -75089.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75191.984375 Penalty: 2151.090332
	Iteration 2F: 3 clusters Score -75191.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -75258.898438 Penalty: 2151.090332
	Iteration 3F: 3 clusters Score -75258.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75379.562500 Penalty: 2151.090332
	Iteration 4F: 3 clusters Score -75379.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75586.437500 Penalty: 2151.090332
	Iteration 5F: 3 clusters Score -75586.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75854.906250 Penalty: 2151.090332
	Iteration 6F: 3 clusters Score -75854.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76122.898438 Penalty: 2151.090332
	Iteration 7F: 3 clusters Score -76122.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76252.640625 Penalty: 2151.090332
	Iteration 8F: 3 clusters Score -76252.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76269.718750 Penalty: 2151.090332
	Iteration 9Q: 3 clusters Score -76269.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76284.226562 Penalty: 2151.090332
	Iteration 10Q: 3 clusters Score -76284.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76288.265625 Penalty: 2151.090332
	Iteration 11Q: 3 clusters Score -76288.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76289.351562 Penalty: 2151.090332
	Iteration 12Q: 3 clusters Score -76289.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76292.523438 Penalty: 2151.090332
	Iteration 13Q: 3 clusters Score -76292.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76293.226562 Penalty: 2151.090332
	Iteration 14Q: 3 clusters Score -76293.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76293.226562 Penalty: 2151.090332
	Iteration 15F: 3 clusters Score -76293.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33854 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 112074 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 109895 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110384 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22333 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25960 members 
Mstep: Class 15 contains 100339 members 
Mstep: Class 16 contains 24508 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 2319 members 
Entering Unmasked Estep 
Score: -72801328.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72802256.000000 to -72801328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Entering Unmasked Estep 
Score: -4374281.000000 Penalty: 1694.844482
	Iteration 0F: 2 clusters Score -4374281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -4351502.000000 Penalty: 3389.688965
	Iteration 0F: 3 clusters Score -4351502 nChanged 15742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4360569.500000 Penalty: 3389.688965
	Iteration 1F: 3 clusters Score -4360570 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4361121.000000 Penalty: 3389.688965
	Iteration 2Q: 3 clusters Score -4361121 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4361824.500000 Penalty: 3389.688965
	Iteration 3Q: 3 clusters Score -4361824 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4362812.500000 Penalty: 3389.688965
	Iteration 4F: 3 clusters Score -4362812 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4364197.000000 Penalty: 3389.688965
	Iteration 5F: 3 clusters Score -4364197 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -4366004.000000 Penalty: 3389.688965
	Iteration 6F: 3 clusters Score -4366004 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4367935.000000 Penalty: 3389.688965
	Iteration 7F: 3 clusters Score -4367935 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -4369634.500000 Penalty: 3389.688965
	Iteration 8F: 3 clusters Score -4369634 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4370784.500000 Penalty: 3389.688965
	Iteration 9Q: 3 clusters Score -4370784 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4371483.000000 Penalty: 3389.688965
	Iteration 10Q: 3 clusters Score -4371483 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4371959.500000 Penalty: 3389.688965
	Iteration 11Q: 3 clusters Score -4371960 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4372293.000000 Penalty: 3389.688965
	Iteration 12Q: 3 clusters Score -4372293 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4372572.500000 Penalty: 3389.688965
	Iteration 13Q: 3 clusters Score -4372572 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4372733.500000 Penalty: 3389.688965
	Iteration 14Q: 3 clusters Score -4372734 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4372857.000000 Penalty: 3389.688965
	Iteration 15Q: 3 clusters Score -4372857 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -4372924.000000 Penalty: 3389.688965
	Iteration 16Q: 3 clusters Score -4372924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4372949.000000 Penalty: 3389.688965
	Iteration 17Q: 3 clusters Score -4372949 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4372978.000000 Penalty: 3389.688965
	Iteration 18Q: 3 clusters Score -4372978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -4372995.500000 Penalty: 3389.688965
	Iteration 19Q: 3 clusters Score -4372996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4373009.000000 Penalty: 3389.688965
	Iteration 20F: 3 clusters Score -4373009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -4373021.000000 Penalty: 3389.688965
	Iteration 21Q: 3 clusters Score -4373021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4373035.500000 Penalty: 3389.688965
	Iteration 22Q: 3 clusters Score -4373036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4373040.000000 Penalty: 3389.688965
	Iteration 23Q: 3 clusters Score -4373040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4373049.000000 Penalty: 3389.688965
	Iteration 24Q: 3 clusters Score -4373049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -4373048.500000 Penalty: 3389.688965
	Iteration 25Q: 3 clusters Score -4373048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4373056.000000 Penalty: 3389.688965
	Iteration 26Q: 3 clusters Score -4373056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -4373057.000000 Penalty: 3389.688965
	Iteration 27Q: 3 clusters Score -4373057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4373065.500000 Penalty: 3389.688965
	Iteration 28Q: 3 clusters Score -4373066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4373067.000000 Penalty: 3389.688965
	Iteration 29Q: 3 clusters Score -4373067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4373064.000000 Penalty: 3389.688965
	Iteration 30Q: 3 clusters Score -4373064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4373067.000000 Penalty: 3389.688965
	Iteration 31Q: 3 clusters Score -4373067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4373071.000000 Penalty: 3389.688965
	Iteration 32Q: 3 clusters Score -4373071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4373070.500000 Penalty: 3389.688965
	Iteration 33Q: 3 clusters Score -4373070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4373070.500000 Penalty: 3389.688965
	Iteration 34Q: 3 clusters Score -4373070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4373076.500000 Penalty: 3389.688965
	Iteration 35Q: 3 clusters Score -4373076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4373079.000000 Penalty: 3389.688965
	Iteration 36Q: 3 clusters Score -4373079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4373086.000000 Penalty: 3389.688965
	Iteration 37Q: 3 clusters Score -4373086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4373089.000000 Penalty: 3389.688965
	Iteration 38Q: 3 clusters Score -4373089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4373092.000000 Penalty: 3389.688965
	Iteration 39Q: 3 clusters Score -4373092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4373099.500000 Penalty: 3389.688965
	Iteration 40F: 3 clusters Score -4373100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4373098.500000 Penalty: 3389.688965
	Iteration 41Q: 3 clusters Score -4373098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4373097.500000 Penalty: 3389.688965
	Iteration 42Q: 3 clusters Score -4373098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4373102.000000 Penalty: 3389.688965
	Iteration 43Q: 3 clusters Score -4373102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4373105.500000 Penalty: 3389.688965
	Iteration 44Q: 3 clusters Score -4373106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4373105.500000 Penalty: 3389.688965
	Iteration 45F: 3 clusters Score -4373106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Entering Unmasked Estep 
Score: -3604825.000000 Penalty: 1663.720337
	Iteration 0F: 2 clusters Score -3604825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3586046.000000 Penalty: 3327.440674
	Iteration 0F: 3 clusters Score -3586046 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3592872.500000 Penalty: 3327.440674
	Iteration 1F: 3 clusters Score -3592872 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3593259.750000 Penalty: 3327.440674
	Iteration 2Q: 3 clusters Score -3593260 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3593650.000000 Penalty: 3327.440674
	Iteration 3Q: 3 clusters Score -3593650 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3594105.000000 Penalty: 3327.440674
	Iteration 4Q: 3 clusters Score -3594105 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3594676.750000 Penalty: 3327.440674
	Iteration 5Q: 3 clusters Score -3594677 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3595482.500000 Penalty: 3327.440674
	Iteration 6F: 3 clusters Score -3595482 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3596581.000000 Penalty: 3327.440674
	Iteration 7F: 3 clusters Score -3596581 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3597955.750000 Penalty: 3327.440674
	Iteration 8F: 3 clusters Score -3597956 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3599401.750000 Penalty: 3327.440674
	Iteration 9F: 3 clusters Score -3599402 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3600363.500000 Penalty: 3327.440674
	Iteration 10F: 3 clusters Score -3600364 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3600812.000000 Penalty: 3327.440674
	Iteration 11Q: 3 clusters Score -3600812 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3601079.250000 Penalty: 3327.440674
	Iteration 12Q: 3 clusters Score -3601079 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3601255.500000 Penalty: 3327.440674
	Iteration 13Q: 3 clusters Score -3601256 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3601442.500000 Penalty: 3327.440674
	Iteration 14Q: 3 clusters Score -3601442 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3601586.000000 Penalty: 3327.440674
	Iteration 15Q: 3 clusters Score -3601586 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3601744.250000 Penalty: 3327.440674
	Iteration 16Q: 3 clusters Score -3601744 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3601896.250000 Penalty: 3327.440674
	Iteration 17Q: 3 clusters Score -3601896 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3602023.500000 Penalty: 3327.440674
	Iteration 18Q: 3 clusters Score -3602024 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3602123.250000 Penalty: 3327.440674
	Iteration 19Q: 3 clusters Score -3602123 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3602211.750000 Penalty: 3327.440674
	Iteration 20F: 3 clusters Score -3602212 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3602295.500000 Penalty: 3327.440674
	Iteration 21Q: 3 clusters Score -3602296 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3602376.500000 Penalty: 3327.440674
	Iteration 22Q: 3 clusters Score -3602376 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3602473.750000 Penalty: 3327.440674
	Iteration 23Q: 3 clusters Score -3602474 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3602544.500000 Penalty: 3327.440674
	Iteration 24Q: 3 clusters Score -3602544 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3602591.500000 Penalty: 3327.440674
	Iteration 25Q: 3 clusters Score -3602592 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3602651.000000 Penalty: 3327.440674
	Iteration 26Q: 3 clusters Score -3602651 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3602694.000000 Penalty: 3327.440674
	Iteration 27Q: 3 clusters Score -3602694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3602734.500000 Penalty: 3327.440674
	Iteration 28Q: 3 clusters Score -3602734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3602784.250000 Penalty: 3327.440674
	Iteration 29Q: 3 clusters Score -3602784 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3602835.750000 Penalty: 3327.440674
	Iteration 30Q: 3 clusters Score -3602836 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3602863.000000 Penalty: 3327.440674
	Iteration 31Q: 3 clusters Score -3602863 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3602911.500000 Penalty: 3327.440674
	Iteration 32Q: 3 clusters Score -3602912 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3602952.250000 Penalty: 3327.440674
	Iteration 33Q: 3 clusters Score -3602952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3602990.750000 Penalty: 3327.440674
	Iteration 34Q: 3 clusters Score -3602991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3603008.750000 Penalty: 3327.440674
	Iteration 35Q: 3 clusters Score -3603009 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3603034.750000 Penalty: 3327.440674
	Iteration 36Q: 3 clusters Score -3603035 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3603065.250000 Penalty: 3327.440674
	Iteration 37Q: 3 clusters Score -3603065 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3603084.750000 Penalty: 3327.440674
	Iteration 38Q: 3 clusters Score -3603085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3603098.000000 Penalty: 3327.440674
	Iteration 39Q: 3 clusters Score -3603098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3603138.000000 Penalty: 3327.440674
	Iteration 40F: 3 clusters Score -3603138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3603160.500000 Penalty: 3327.440674
	Iteration 41Q: 3 clusters Score -3603160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3603175.500000 Penalty: 3327.440674
	Iteration 42Q: 3 clusters Score -3603176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3603201.750000 Penalty: 3327.440674
	Iteration 43Q: 3 clusters Score -3603202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3603231.000000 Penalty: 3327.440674
	Iteration 44Q: 3 clusters Score -3603231 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3603257.250000 Penalty: 3327.440674
	Iteration 45Q: 3 clusters Score -3603257 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3603278.750000 Penalty: 3327.440674
	Iteration 46Q: 3 clusters Score -3603279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3603291.750000 Penalty: 3327.440674
	Iteration 47Q: 3 clusters Score -3603292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3603303.000000 Penalty: 3327.440674
	Iteration 48Q: 3 clusters Score -3603303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3603324.000000 Penalty: 3327.440674
	Iteration 49Q: 3 clusters Score -3603324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3603323.500000 Penalty: 3327.440674
	Iteration 50Q: 3 clusters Score -3603324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3603334.250000 Penalty: 3327.440674
	Iteration 51Q: 3 clusters Score -3603334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3603348.500000 Penalty: 3327.440674
	Iteration 52Q: 3 clusters Score -3603348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3603354.750000 Penalty: 3327.440674
	Iteration 53Q: 3 clusters Score -3603355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3603363.250000 Penalty: 3327.440674
	Iteration 54Q: 3 clusters Score -3603363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3603367.000000 Penalty: 3327.440674
	Iteration 55Q: 3 clusters Score -3603367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3603371.500000 Penalty: 3327.440674
	Iteration 56Q: 3 clusters Score -3603372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3603375.250000 Penalty: 3327.440674
	Iteration 57Q: 3 clusters Score -3603375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3603388.500000 Penalty: 3327.440674
	Iteration 58Q: 3 clusters Score -3603388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3603386.750000 Penalty: 3327.440674
	Iteration 59Q: 3 clusters Score -3603387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3603395.000000 Penalty: 3327.440674
	Iteration 60F: 3 clusters Score -3603395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3603393.750000 Penalty: 3327.440674
	Iteration 61Q: 3 clusters Score -3603394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3603395.500000 Penalty: 3327.440674
	Iteration 62Q: 3 clusters Score -3603396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3603393.000000 Penalty: 3327.440674
	Iteration 63Q: 3 clusters Score -3603393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3603408.000000 Penalty: 3327.440674
	Iteration 64Q: 3 clusters Score -3603408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3603402.750000 Penalty: 3327.440674
	Iteration 65Q: 3 clusters Score -3603403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3603405.750000 Penalty: 3327.440674
	Iteration 66Q: 3 clusters Score -3603406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3603417.750000 Penalty: 3327.440674
	Iteration 67Q: 3 clusters Score -3603418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3603420.750000 Penalty: 3327.440674
	Iteration 68Q: 3 clusters Score -3603421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3603420.000000 Penalty: 3327.440674
	Iteration 69Q: 3 clusters Score -3603420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3603426.750000 Penalty: 3327.440674
	Iteration 70Q: 3 clusters Score -3603427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3603429.000000 Penalty: 3327.440674
	Iteration 71Q: 3 clusters Score -3603429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3603442.250000 Penalty: 3327.440674
	Iteration 72Q: 3 clusters Score -3603442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3603442.750000 Penalty: 3327.440674
	Iteration 73Q: 3 clusters Score -3603443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3603453.750000 Penalty: 3327.440674
	Iteration 74Q: 3 clusters Score -3603454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3603455.500000 Penalty: 3327.440674
	Iteration 75Q: 3 clusters Score -3603456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3603463.000000 Penalty: 3327.440674
	Iteration 76Q: 3 clusters Score -3603463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3603455.500000 Penalty: 3327.440674
	Iteration 77Q: 3 clusters Score -3603456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3603457.750000 Penalty: 3327.440674
	Iteration 78Q: 3 clusters Score -3603458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3603457.750000 Penalty: 3327.440674
	Iteration 79Q: 3 clusters Score -3603458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3603464.250000 Penalty: 3327.440674
	Iteration 80F: 3 clusters Score -3603464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3603468.750000 Penalty: 3327.440674
	Iteration 81Q: 3 clusters Score -3603469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3603470.000000 Penalty: 3327.440674
	Iteration 82Q: 3 clusters Score -3603470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3603471.750000 Penalty: 3327.440674
	Iteration 83Q: 3 clusters Score -3603472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3603465.750000 Penalty: 3327.440674
	Iteration 84Q: 3 clusters Score -3603466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3603465.750000 Penalty: 3327.440674
	Iteration 85F: 3 clusters Score -3603466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (112074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Entering Unmasked Estep 
Score: -14331631.000000 Penalty: 1889.373657
	Iteration 0F: 2 clusters Score -1.433163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -14262892.000000 Penalty: 3778.747314
	Iteration 0F: 3 clusters Score -1.426289e+07 nChanged 53657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -14293566.000000 Penalty: 3778.747314
	Iteration 1F: 3 clusters Score -1.429357e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -14294514.000000 Penalty: 3778.747314
	Iteration 2Q: 3 clusters Score -1.429451e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -14295816.000000 Penalty: 3778.747314
	Iteration 3Q: 3 clusters Score -1.429582e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -14297519.000000 Penalty: 3778.747314
	Iteration 4Q: 3 clusters Score -1.429752e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -14300051.000000 Penalty: 3778.747314
	Iteration 5F: 3 clusters Score -1.430005e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -14303747.000000 Penalty: 3778.747314
	Iteration 6F: 3 clusters Score -1.430375e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -14308810.000000 Penalty: 3778.747314
	Iteration 7F: 3 clusters Score -1.430881e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -14314955.000000 Penalty: 3778.747314
	Iteration 8F: 3 clusters Score -1.431496e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -14321033.000000 Penalty: 3778.747314
	Iteration 9F: 3 clusters Score -1.432103e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -14326097.000000 Penalty: 3778.747314
	Iteration 10F: 3 clusters Score -1.43261e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 107069 members 
Entering Unmasked Estep 
Score: -14328771.000000 Penalty: 3778.747314
	Iteration 11Q: 3 clusters Score -1.432877e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 109827 members 
Entering Unmasked Estep 
Score: -14329752.000000 Penalty: 3778.747314
	Iteration 12Q: 3 clusters Score -1.432975e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 111098 members 
Entering Unmasked Estep 
Score: -14329948.000000 Penalty: 3778.747314
	Iteration 13Q: 3 clusters Score -1.432995e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -14329962.000000 Penalty: 3778.747314
	Iteration 14Q: 3 clusters Score -1.432996e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 111779 members 
Entering Unmasked Estep 
Score: -14330048.000000 Penalty: 3778.747314
	Iteration 15Q: 3 clusters Score -1.433005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 111825 members 
Entering Unmasked Estep 
Score: -14330028.000000 Penalty: 3778.747314
	Iteration 16Q: 3 clusters Score -1.433003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -14330053.000000 Penalty: 3778.747314
	Iteration 17Q: 3 clusters Score -1.433005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 111863 members 
Entering Unmasked Estep 
Score: -14330080.000000 Penalty: 3778.747314
	Iteration 18Q: 3 clusters Score -1.433008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111873 members 
Entering Unmasked Estep 
Score: -14330096.000000 Penalty: 3778.747314
	Iteration 19Q: 3 clusters Score -1.43301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 111876 members 
Entering Unmasked Estep 
Score: -14330100.000000 Penalty: 3778.747314
	Iteration 20F: 3 clusters Score -1.43301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -14330100.000000 Penalty: 3778.747314
	Iteration 21Q: 3 clusters Score -1.43301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 111882 members 
Entering Unmasked Estep 
Score: -14330113.000000 Penalty: 3778.747314
	Iteration 22Q: 3 clusters Score -1.433011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111885 members 
Entering Unmasked Estep 
Score: -14330114.000000 Penalty: 3778.747314
	Iteration 23Q: 3 clusters Score -1.433011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111885 members 
Entering Unmasked Estep 
Score: -14330114.000000 Penalty: 3778.747314
	Iteration 24F: 3 clusters Score -1.433011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -181083.953125 Penalty: 1183.336914
	Iteration 0F: 2 clusters Score -181084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -179319.406250 Penalty: 2366.673828
	Iteration 0F: 3 clusters Score -179319.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -179635.796875 Penalty: 2366.673828
	Iteration 1F: 3 clusters Score -179635.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -179718.703125 Penalty: 2366.673828
	Iteration 2F: 3 clusters Score -179718.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -179770.015625 Penalty: 2366.673828
	Iteration 3Q: 3 clusters Score -179770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -179801.109375 Penalty: 2366.673828
	Iteration 4Q: 3 clusters Score -179801.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -179829.593750 Penalty: 2366.673828
	Iteration 5Q: 3 clusters Score -179829.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -179847.984375 Penalty: 2366.673828
	Iteration 6Q: 3 clusters Score -179848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179858.281250 Penalty: 2366.673828
	Iteration 7Q: 3 clusters Score -179858.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -179866.343750 Penalty: 2366.673828
	Iteration 8Q: 3 clusters Score -179866.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -179871.234375 Penalty: 2366.673828
	Iteration 9Q: 3 clusters Score -179871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -179874.875000 Penalty: 2366.673828
	Iteration 10Q: 3 clusters Score -179874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -179876.593750 Penalty: 2366.673828
	Iteration 11Q: 3 clusters Score -179876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -179876.593750 Penalty: 2366.673828
	Iteration 12F: 3 clusters Score -179876.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Entering Unmasked Estep 
Score: -14217989.000000 Penalty: 1886.183105
	Iteration 0F: 2 clusters Score -1.421799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -14153494.000000 Penalty: 3772.366211
	Iteration 0F: 3 clusters Score -1.415349e+07 nChanged 52964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -14184045.000000 Penalty: 3772.366211
	Iteration 1F: 3 clusters Score -1.418404e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -14184687.000000 Penalty: 3772.366211
	Iteration 2Q: 3 clusters Score -1.418469e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -14185457.000000 Penalty: 3772.366211
	Iteration 3Q: 3 clusters Score -1.418546e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -14186209.000000 Penalty: 3772.366211
	Iteration 4Q: 3 clusters Score -1.418621e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -14187244.000000 Penalty: 3772.366211
	Iteration 5Q: 3 clusters Score -1.418724e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -14188569.000000 Penalty: 3772.366211
	Iteration 6Q: 3 clusters Score -1.418857e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -14190218.000000 Penalty: 3772.366211
	Iteration 7Q: 3 clusters Score -1.419022e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -14192306.000000 Penalty: 3772.366211
	Iteration 8Q: 3 clusters Score -1.419231e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -14194315.000000 Penalty: 3772.366211
	Iteration 9Q: 3 clusters Score -1.419432e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -14196194.000000 Penalty: 3772.366211
	Iteration 10Q: 3 clusters Score -1.419619e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -14197611.000000 Penalty: 3772.366211
	Iteration 11Q: 3 clusters Score -1.419761e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -14198659.000000 Penalty: 3772.366211
	Iteration 12Q: 3 clusters Score -1.419866e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -14199458.000000 Penalty: 3772.366211
	Iteration 13Q: 3 clusters Score -1.419946e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -14200149.000000 Penalty: 3772.366211
	Iteration 14Q: 3 clusters Score -1.420015e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -14201135.000000 Penalty: 3772.366211
	Iteration 15Q: 3 clusters Score -1.420114e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -14202020.000000 Penalty: 3772.366211
	Iteration 16Q: 3 clusters Score -1.420202e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -14202970.000000 Penalty: 3772.366211
	Iteration 17Q: 3 clusters Score -1.420297e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -14203770.000000 Penalty: 3772.366211
	Iteration 18Q: 3 clusters Score -1.420377e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -14204747.000000 Penalty: 3772.366211
	Iteration 19Q: 3 clusters Score -1.420475e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -14205314.000000 Penalty: 3772.366211
	Iteration 20F: 3 clusters Score -1.420531e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -14206000.000000 Penalty: 3772.366211
	Iteration 21Q: 3 clusters Score -1.4206e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -14206474.000000 Penalty: 3772.366211
	Iteration 22Q: 3 clusters Score -1.420647e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -14206857.000000 Penalty: 3772.366211
	Iteration 23Q: 3 clusters Score -1.420686e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -14207316.000000 Penalty: 3772.366211
	Iteration 24Q: 3 clusters Score -1.420732e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -14207681.000000 Penalty: 3772.366211
	Iteration 25Q: 3 clusters Score -1.420768e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -14208128.000000 Penalty: 3772.366211
	Iteration 26Q: 3 clusters Score -1.420813e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -14208505.000000 Penalty: 3772.366211
	Iteration 27Q: 3 clusters Score -1.42085e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -14208821.000000 Penalty: 3772.366211
	Iteration 28Q: 3 clusters Score -1.420882e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -14209113.000000 Penalty: 3772.366211
	Iteration 29Q: 3 clusters Score -1.420911e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -14209437.000000 Penalty: 3772.366211
	Iteration 30Q: 3 clusters Score -1.420944e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -14209663.000000 Penalty: 3772.366211
	Iteration 31Q: 3 clusters Score -1.420966e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -14209948.000000 Penalty: 3772.366211
	Iteration 32Q: 3 clusters Score -1.420995e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -14210239.000000 Penalty: 3772.366211
	Iteration 33Q: 3 clusters Score -1.421024e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -14210464.000000 Penalty: 3772.366211
	Iteration 34Q: 3 clusters Score -1.421046e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -14210925.000000 Penalty: 3772.366211
	Iteration 35Q: 3 clusters Score -1.421092e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -14211500.000000 Penalty: 3772.366211
	Iteration 36Q: 3 clusters Score -1.42115e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -14211993.000000 Penalty: 3772.366211
	Iteration 37Q: 3 clusters Score -1.421199e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -14212526.000000 Penalty: 3772.366211
	Iteration 38Q: 3 clusters Score -1.421253e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -14213032.000000 Penalty: 3772.366211
	Iteration 39Q: 3 clusters Score -1.421303e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -14213404.000000 Penalty: 3772.366211
	Iteration 40F: 3 clusters Score -1.42134e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -14213810.000000 Penalty: 3772.366211
	Iteration 41Q: 3 clusters Score -1.421381e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -14214234.000000 Penalty: 3772.366211
	Iteration 42Q: 3 clusters Score -1.421423e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -14214563.000000 Penalty: 3772.366211
	Iteration 43Q: 3 clusters Score -1.421456e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -14214843.000000 Penalty: 3772.366211
	Iteration 44Q: 3 clusters Score -1.421484e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -14215121.000000 Penalty: 3772.366211
	Iteration 45Q: 3 clusters Score -1.421512e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -14215403.000000 Penalty: 3772.366211
	Iteration 46Q: 3 clusters Score -1.42154e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14215593.000000 Penalty: 3772.366211
	Iteration 47Q: 3 clusters Score -1.421559e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14215691.000000 Penalty: 3772.366211
	Iteration 48Q: 3 clusters Score -1.421569e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14215815.000000 Penalty: 3772.366211
	Iteration 49Q: 3 clusters Score -1.421582e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14215916.000000 Penalty: 3772.366211
	Iteration 50Q: 3 clusters Score -1.421592e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14216023.000000 Penalty: 3772.366211
	Iteration 51Q: 3 clusters Score -1.421602e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109327 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14216083.000000 Penalty: 3772.366211
	Iteration 52Q: 3 clusters Score -1.421608e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109410 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -14216136.000000 Penalty: 3772.366211
	Iteration 53Q: 3 clusters Score -1.421614e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109468 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -14216192.000000 Penalty: 3772.366211
	Iteration 54Q: 3 clusters Score -1.421619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14216213.000000 Penalty: 3772.366211
	Iteration 55Q: 3 clusters Score -1.421621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109550 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14216230.000000 Penalty: 3772.366211
	Iteration 56Q: 3 clusters Score -1.421623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109571 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14216250.000000 Penalty: 3772.366211
	Iteration 57Q: 3 clusters Score -1.421625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109585 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14216273.000000 Penalty: 3772.366211
	Iteration 58Q: 3 clusters Score -1.421627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14216280.000000 Penalty: 3772.366211
	Iteration 59Q: 3 clusters Score -1.421628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14216278.000000 Penalty: 3772.366211
	Iteration 60F: 3 clusters Score -1.421628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109605 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -14216298.000000 Penalty: 3772.366211
	Iteration 61Q: 3 clusters Score -1.42163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109606 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14216298.000000 Penalty: 3772.366211
	Iteration 62Q: 3 clusters Score -1.42163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109606 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14216298.000000 Penalty: 3772.366211
	Iteration 63F: 3 clusters Score -1.42163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -35884.378906 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -35884.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34938.054688 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -34938.05 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35222.683594 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -35222.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35386.011719 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -35386.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35451.714844 Penalty: 1962.307983
	Iteration 3F: 3 clusters Score -35451.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35519.875000 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -35519.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35539.656250 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -35539.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35547.511719 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -35547.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35553.484375 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -35553.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35553.484375 Penalty: 1962.307983
	Iteration 8F: 3 clusters Score -35553.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (110384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Entering Unmasked Estep 
Score: -14054475.000000 Penalty: 1886.904541
	Iteration 0F: 2 clusters Score -1.405448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -13982834.000000 Penalty: 3773.809082
	Iteration 0F: 3 clusters Score -1.398283e+07 nChanged 52974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -14013898.000000 Penalty: 3773.809082
	Iteration 1F: 3 clusters Score -1.40139e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -14015061.000000 Penalty: 3773.809082
	Iteration 2Q: 3 clusters Score -1.401506e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -14016635.000000 Penalty: 3773.809082
	Iteration 3Q: 3 clusters Score -1.401664e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -14018841.000000 Penalty: 3773.809082
	Iteration 4Q: 3 clusters Score -1.401884e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -14022188.000000 Penalty: 3773.809082
	Iteration 5F: 3 clusters Score -1.402219e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -14026539.000000 Penalty: 3773.809082
	Iteration 6F: 3 clusters Score -1.402654e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -14032152.000000 Penalty: 3773.809082
	Iteration 7F: 3 clusters Score -1.403215e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 81192 members 
Entering Unmasked Estep 
Score: -14037548.000000 Penalty: 3773.809082
	Iteration 8F: 3 clusters Score -1.403755e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -14041583.000000 Penalty: 3773.809082
	Iteration 9Q: 3 clusters Score -1.404158e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -14043911.000000 Penalty: 3773.809082
	Iteration 10Q: 3 clusters Score -1.404391e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -14045173.000000 Penalty: 3773.809082
	Iteration 11Q: 3 clusters Score -1.404517e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -14046300.000000 Penalty: 3773.809082
	Iteration 12Q: 3 clusters Score -1.40463e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -14047337.000000 Penalty: 3773.809082
	Iteration 13Q: 3 clusters Score -1.404734e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -14048269.000000 Penalty: 3773.809082
	Iteration 14Q: 3 clusters Score -1.404827e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -14049265.000000 Penalty: 3773.809082
	Iteration 15Q: 3 clusters Score -1.404926e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -14050114.000000 Penalty: 3773.809082
	Iteration 16Q: 3 clusters Score -1.405011e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -14050895.000000 Penalty: 3773.809082
	Iteration 17Q: 3 clusters Score -1.40509e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 104175 members 
Entering Unmasked Estep 
Score: -14051583.000000 Penalty: 3773.809082
	Iteration 18Q: 3 clusters Score -1.405158e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -14052199.000000 Penalty: 3773.809082
	Iteration 19Q: 3 clusters Score -1.40522e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 106639 members 
Entering Unmasked Estep 
Score: -14052582.000000 Penalty: 3773.809082
	Iteration 20F: 3 clusters Score -1.405258e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -14052908.000000 Penalty: 3773.809082
	Iteration 21Q: 3 clusters Score -1.405291e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -14053040.000000 Penalty: 3773.809082
	Iteration 22Q: 3 clusters Score -1.405304e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -14053089.000000 Penalty: 3773.809082
	Iteration 23Q: 3 clusters Score -1.405309e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -14053184.000000 Penalty: 3773.809082
	Iteration 24Q: 3 clusters Score -1.405318e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -14053211.000000 Penalty: 3773.809082
	Iteration 25Q: 3 clusters Score -1.405321e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 109242 members 
Entering Unmasked Estep 
Score: -14053274.000000 Penalty: 3773.809082
	Iteration 26Q: 3 clusters Score -1.405327e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -14053341.000000 Penalty: 3773.809082
	Iteration 27Q: 3 clusters Score -1.405334e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 109431 members 
Entering Unmasked Estep 
Score: -14053338.000000 Penalty: 3773.809082
	Iteration 28Q: 3 clusters Score -1.405334e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -14053361.000000 Penalty: 3773.809082
	Iteration 29Q: 3 clusters Score -1.405336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -14053356.000000 Penalty: 3773.809082
	Iteration 30Q: 3 clusters Score -1.405336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -14053380.000000 Penalty: 3773.809082
	Iteration 31Q: 3 clusters Score -1.405338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 109556 members 
Entering Unmasked Estep 
Score: -14053376.000000 Penalty: 3773.809082
	Iteration 32Q: 3 clusters Score -1.405338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -14053369.000000 Penalty: 3773.809082
	Iteration 33Q: 3 clusters Score -1.405337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 109584 members 
Entering Unmasked Estep 
Score: -14053355.000000 Penalty: 3773.809082
	Iteration 34Q: 3 clusters Score -1.405336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 109591 members 
Entering Unmasked Estep 
Score: -14053361.000000 Penalty: 3773.809082
	Iteration 35Q: 3 clusters Score -1.405336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 109601 members 
Entering Unmasked Estep 
Score: -14053344.000000 Penalty: 3773.809082
	Iteration 36Q: 3 clusters Score -1.405334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -14053362.000000 Penalty: 3773.809082
	Iteration 37Q: 3 clusters Score -1.405336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -14053367.000000 Penalty: 3773.809082
	Iteration 38Q: 3 clusters Score -1.405337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -14053379.000000 Penalty: 3773.809082
	Iteration 39Q: 3 clusters Score -1.405338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -14053389.000000 Penalty: 3773.809082
	Iteration 40F: 3 clusters Score -1.405339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -14053402.000000 Penalty: 3773.809082
	Iteration 41Q: 3 clusters Score -1.40534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 109637 members 
Entering Unmasked Estep 
Score: -14053399.000000 Penalty: 3773.809082
	Iteration 42Q: 3 clusters Score -1.40534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -14053397.000000 Penalty: 3773.809082
	Iteration 43Q: 3 clusters Score -1.40534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -14053398.000000 Penalty: 3773.809082
	Iteration 44Q: 3 clusters Score -1.40534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -14053400.000000 Penalty: 3773.809082
	Iteration 45Q: 3 clusters Score -1.40534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -14053399.000000 Penalty: 3773.809082
	Iteration 46Q: 3 clusters Score -1.40534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -14053399.000000 Penalty: 3773.809082
	Iteration 47Q: 3 clusters Score -1.40534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -14053393.000000 Penalty: 3773.809082
	Iteration 48Q: 3 clusters Score -1.405339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 109659 members 
Entering Unmasked Estep 
Score: -14053387.000000 Penalty: 3773.809082
	Iteration 49Q: 3 clusters Score -1.405339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -14053386.000000 Penalty: 3773.809082
	Iteration 50Q: 3 clusters Score -1.405339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 109667 members 
Entering Unmasked Estep 
Score: -14053409.000000 Penalty: 3773.809082
	Iteration 51Q: 3 clusters Score -1.405341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 109674 members 
Entering Unmasked Estep 
Score: -14053408.000000 Penalty: 3773.809082
	Iteration 52Q: 3 clusters Score -1.405341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 109682 members 
Entering Unmasked Estep 
Score: -14053397.000000 Penalty: 3773.809082
	Iteration 53Q: 3 clusters Score -1.40534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 109688 members 
Entering Unmasked Estep 
Score: -14053405.000000 Penalty: 3773.809082
	Iteration 54Q: 3 clusters Score -1.40534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -14053408.000000 Penalty: 3773.809082
	Iteration 55Q: 3 clusters Score -1.405341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -14053403.000000 Penalty: 3773.809082
	Iteration 56Q: 3 clusters Score -1.40534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -14053398.000000 Penalty: 3773.809082
	Iteration 57Q: 3 clusters Score -1.40534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 109699 members 
Entering Unmasked Estep 
Score: -14053392.000000 Penalty: 3773.809082
	Iteration 58Q: 3 clusters Score -1.405339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -14053396.000000 Penalty: 3773.809082
	Iteration 59Q: 3 clusters Score -1.40534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -14053404.000000 Penalty: 3773.809082
	Iteration 60F: 3 clusters Score -1.40534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -57045.734375 Penalty: 1017.492432
	Iteration 0F: 2 clusters Score -57045.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56070.195312 Penalty: 2034.984863
	Iteration 0F: 3 clusters Score -56070.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56507.933594 Penalty: 2034.984863
	Iteration 1F: 3 clusters Score -56507.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -56669.332031 Penalty: 2034.984863
	Iteration 2F: 3 clusters Score -56669.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -56726.015625 Penalty: 2034.984863
	Iteration 3Q: 3 clusters Score -56726.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56765.671875 Penalty: 2034.984863
	Iteration 4Q: 3 clusters Score -56765.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56780.398438 Penalty: 2034.984863
	Iteration 5Q: 3 clusters Score -56780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56792.156250 Penalty: 2034.984863
	Iteration 6Q: 3 clusters Score -56792.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56794.816406 Penalty: 2034.984863
	Iteration 7Q: 3 clusters Score -56794.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56794.816406 Penalty: 2034.984863
	Iteration 8F: 3 clusters Score -56794.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Entering Unmasked Estep 
Score: -2807481.000000 Penalty: 1627.245850
	Iteration 0F: 2 clusters Score -2807481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2792329.250000 Penalty: 3254.491699
	Iteration 0F: 3 clusters Score -2792329 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2797681.250000 Penalty: 3254.491699
	Iteration 1F: 3 clusters Score -2797681 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2798066.250000 Penalty: 3254.491699
	Iteration 2Q: 3 clusters Score -2798066 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2798600.250000 Penalty: 3254.491699
	Iteration 3F: 3 clusters Score -2798600 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2799487.500000 Penalty: 3254.491699
	Iteration 4F: 3 clusters Score -2799488 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2800993.500000 Penalty: 3254.491699
	Iteration 5F: 3 clusters Score -2800994 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2803109.500000 Penalty: 3254.491699
	Iteration 6F: 3 clusters Score -2803110 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2805010.250000 Penalty: 3254.491699
	Iteration 7F: 3 clusters Score -2805010 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2806011.750000 Penalty: 3254.491699
	Iteration 8Q: 3 clusters Score -2806012 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2806407.250000 Penalty: 3254.491699
	Iteration 9Q: 3 clusters Score -2806407 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2806588.250000 Penalty: 3254.491699
	Iteration 10Q: 3 clusters Score -2806588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2806712.000000 Penalty: 3254.491699
	Iteration 11Q: 3 clusters Score -2806712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2806769.000000 Penalty: 3254.491699
	Iteration 12Q: 3 clusters Score -2806769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2806827.750000 Penalty: 3254.491699
	Iteration 13Q: 3 clusters Score -2806828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2806845.000000 Penalty: 3254.491699
	Iteration 14Q: 3 clusters Score -2806845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2806854.000000 Penalty: 3254.491699
	Iteration 15Q: 3 clusters Score -2806854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2806855.250000 Penalty: 3254.491699
	Iteration 16Q: 3 clusters Score -2806855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2806859.250000 Penalty: 3254.491699
	Iteration 17Q: 3 clusters Score -2806859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2806860.750000 Penalty: 3254.491699
	Iteration 18Q: 3 clusters Score -2806861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2806863.500000 Penalty: 3254.491699
	Iteration 19Q: 3 clusters Score -2806864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2806864.750000 Penalty: 3254.491699
	Iteration 20F: 3 clusters Score -2806865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2806865.000000 Penalty: 3254.491699
	Iteration 21Q: 3 clusters Score -2806865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2806865.000000 Penalty: 3254.491699
	Iteration 22F: 3 clusters Score -2806865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -448887.312500 Penalty: 1332.680664
	Iteration 0F: 2 clusters Score -448887.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -445790.343750 Penalty: 2665.361328
	Iteration 0F: 3 clusters Score -445790.3 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -446886.093750 Penalty: 2665.361328
	Iteration 1F: 3 clusters Score -446886.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -447235.625000 Penalty: 2665.361328
	Iteration 2F: 3 clusters Score -447235.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -447552.500000 Penalty: 2665.361328
	Iteration 3F: 3 clusters Score -447552.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -447811.093750 Penalty: 2665.361328
	Iteration 4F: 3 clusters Score -447811.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -447990.093750 Penalty: 2665.361328
	Iteration 5F: 3 clusters Score -447990.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -448093.125000 Penalty: 2665.361328
	Iteration 6Q: 3 clusters Score -448093.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -448159.312500 Penalty: 2665.361328
	Iteration 7Q: 3 clusters Score -448159.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -448197.281250 Penalty: 2665.361328
	Iteration 8Q: 3 clusters Score -448197.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -448222.343750 Penalty: 2665.361328
	Iteration 9Q: 3 clusters Score -448222.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -448246.000000 Penalty: 2665.361328
	Iteration 10Q: 3 clusters Score -448246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -448268.187500 Penalty: 2665.361328
	Iteration 11Q: 3 clusters Score -448268.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -448282.750000 Penalty: 2665.361328
	Iteration 12Q: 3 clusters Score -448282.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -448292.875000 Penalty: 2665.361328
	Iteration 13Q: 3 clusters Score -448292.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -448299.656250 Penalty: 2665.361328
	Iteration 14Q: 3 clusters Score -448299.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -448304.625000 Penalty: 2665.361328
	Iteration 15Q: 3 clusters Score -448304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -448312.031250 Penalty: 2665.361328
	Iteration 16Q: 3 clusters Score -448312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -448315.093750 Penalty: 2665.361328
	Iteration 17Q: 3 clusters Score -448315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -448315.906250 Penalty: 2665.361328
	Iteration 18Q: 3 clusters Score -448315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -448316.250000 Penalty: 2665.361328
	Iteration 19Q: 3 clusters Score -448316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -448318.062500 Penalty: 2665.361328
	Iteration 20F: 3 clusters Score -448318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -448320.843750 Penalty: 2665.361328
	Iteration 21Q: 3 clusters Score -448320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -448323.968750 Penalty: 2665.361328
	Iteration 22Q: 3 clusters Score -448324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -448324.843750 Penalty: 2665.361328
	Iteration 23Q: 3 clusters Score -448324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -448327.000000 Penalty: 2665.361328
	Iteration 24Q: 3 clusters Score -448327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -448328.437500 Penalty: 2665.361328
	Iteration 25Q: 3 clusters Score -448328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -448329.593750 Penalty: 2665.361328
	Iteration 26Q: 3 clusters Score -448329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -448331.093750 Penalty: 2665.361328
	Iteration 27Q: 3 clusters Score -448331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -448331.593750 Penalty: 2665.361328
	Iteration 28Q: 3 clusters Score -448331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -448332.968750 Penalty: 2665.361328
	Iteration 29Q: 3 clusters Score -448333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -448334.937500 Penalty: 2665.361328
	Iteration 30Q: 3 clusters Score -448334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -448336.312500 Penalty: 2665.361328
	Iteration 31Q: 3 clusters Score -448336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -448337.250000 Penalty: 2665.361328
	Iteration 32Q: 3 clusters Score -448337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -448339.593750 Penalty: 2665.361328
	Iteration 33Q: 3 clusters Score -448339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -448340.812500 Penalty: 2665.361328
	Iteration 34Q: 3 clusters Score -448340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -448342.000000 Penalty: 2665.361328
	Iteration 35Q: 3 clusters Score -448342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -448343.031250 Penalty: 2665.361328
	Iteration 36Q: 3 clusters Score -448343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -448342.875000 Penalty: 2665.361328
	Iteration 37Q: 3 clusters Score -448342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -448342.875000 Penalty: 2665.361328
	Iteration 38F: 3 clusters Score -448342.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -8771.176758 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -8771.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8106.085449 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -8106.085 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8378.580078 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -8378.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8503.039062 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -8503.039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8539.504883 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -8539.505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8563.812500 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -8563.812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8575.405273 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -8575.405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8581.691406 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -8581.691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8591.722656 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -8591.723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8592.737305 Penalty: 1824.266602
	Iteration 8F: 3 clusters Score -8592.737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8605.121094 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -8605.121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8608.197266 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -8608.197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8608.197266 Penalty: 1824.266602
	Iteration 11F: 3 clusters Score -8608.197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19167.984375 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19167.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18459.093750 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -18459.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18754.669922 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -18754.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18914.154297 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -18914.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18988.494141 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -18988.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19021.781250 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -19021.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19032.400391 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -19032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19043.947266 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -19043.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19054.849609 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -19054.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19054.849609 Penalty: 1852.644165
	Iteration 8F: 3 clusters Score -19054.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Entering Unmasked Estep 
Score: -3312954.250000 Penalty: 1651.700806
	Iteration 0F: 2 clusters Score -3312954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3295422.250000 Penalty: 3303.401611
	Iteration 0F: 3 clusters Score -3295422 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3302011.750000 Penalty: 3303.401611
	Iteration 1F: 3 clusters Score -3302012 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3302519.500000 Penalty: 3303.401611
	Iteration 2F: 3 clusters Score -3302520 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3303141.500000 Penalty: 3303.401611
	Iteration 3F: 3 clusters Score -3303142 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3303960.250000 Penalty: 3303.401611
	Iteration 4F: 3 clusters Score -3303960 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3305208.000000 Penalty: 3303.401611
	Iteration 5F: 3 clusters Score -3305208 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3306935.000000 Penalty: 3303.401611
	Iteration 6F: 3 clusters Score -3306935 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3308800.750000 Penalty: 3303.401611
	Iteration 7F: 3 clusters Score -3308801 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3310238.750000 Penalty: 3303.401611
	Iteration 8F: 3 clusters Score -3310239 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3311074.000000 Penalty: 3303.401611
	Iteration 9Q: 3 clusters Score -3311074 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3311438.750000 Penalty: 3303.401611
	Iteration 10Q: 3 clusters Score -3311439 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3311600.750000 Penalty: 3303.401611
	Iteration 11Q: 3 clusters Score -3311601 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3311672.750000 Penalty: 3303.401611
	Iteration 12Q: 3 clusters Score -3311673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3311705.250000 Penalty: 3303.401611
	Iteration 13Q: 3 clusters Score -3311705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3311730.750000 Penalty: 3303.401611
	Iteration 14Q: 3 clusters Score -3311731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3311743.250000 Penalty: 3303.401611
	Iteration 15Q: 3 clusters Score -3311743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3311752.000000 Penalty: 3303.401611
	Iteration 16Q: 3 clusters Score -3311752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3311756.750000 Penalty: 3303.401611
	Iteration 17Q: 3 clusters Score -3311757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3311766.750000 Penalty: 3303.401611
	Iteration 18Q: 3 clusters Score -3311767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3311770.000000 Penalty: 3303.401611
	Iteration 19Q: 3 clusters Score -3311770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3311775.250000 Penalty: 3303.401611
	Iteration 20F: 3 clusters Score -3311775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3311776.750000 Penalty: 3303.401611
	Iteration 21Q: 3 clusters Score -3311777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3311777.500000 Penalty: 3303.401611
	Iteration 22Q: 3 clusters Score -3311778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3311778.750000 Penalty: 3303.401611
	Iteration 23Q: 3 clusters Score -3311779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3311778.250000 Penalty: 3303.401611
	Iteration 24Q: 3 clusters Score -3311778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3311777.750000 Penalty: 3303.401611
	Iteration 25Q: 3 clusters Score -3311778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3311784.500000 Penalty: 3303.401611
	Iteration 26Q: 3 clusters Score -3311784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3311788.750000 Penalty: 3303.401611
	Iteration 27Q: 3 clusters Score -3311789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3311790.250000 Penalty: 3303.401611
	Iteration 28Q: 3 clusters Score -3311790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3311790.500000 Penalty: 3303.401611
	Iteration 29Q: 3 clusters Score -3311790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3311790.500000 Penalty: 3303.401611
	Iteration 30F: 3 clusters Score -3311790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (100339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Entering Unmasked Estep 
Score: -12740084.000000 Penalty: 1871.400391
	Iteration 0F: 2 clusters Score -1.274008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -12673758.000000 Penalty: 3742.800781
	Iteration 0F: 3 clusters Score -1.267376e+07 nChanged 47785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -12701179.000000 Penalty: 3742.800781
	Iteration 1F: 3 clusters Score -1.270118e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -12701818.000000 Penalty: 3742.800781
	Iteration 2Q: 3 clusters Score -1.270182e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -12702455.000000 Penalty: 3742.800781
	Iteration 3Q: 3 clusters Score -1.270246e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -12703424.000000 Penalty: 3742.800781
	Iteration 4Q: 3 clusters Score -1.270342e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -12704656.000000 Penalty: 3742.800781
	Iteration 5Q: 3 clusters Score -1.270466e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -12706374.000000 Penalty: 3742.800781
	Iteration 6Q: 3 clusters Score -1.270637e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -12709067.000000 Penalty: 3742.800781
	Iteration 7Q: 3 clusters Score -1.270907e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -12713400.000000 Penalty: 3742.800781
	Iteration 8F: 3 clusters Score -1.27134e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -12719413.000000 Penalty: 3742.800781
	Iteration 9F: 3 clusters Score -1.271941e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -12725850.000000 Penalty: 3742.800781
	Iteration 10F: 3 clusters Score -1.272585e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -12730971.000000 Penalty: 3742.800781
	Iteration 11F: 3 clusters Score -1.273097e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -12734408.000000 Penalty: 3742.800781
	Iteration 12Q: 3 clusters Score -1.273441e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -12736466.000000 Penalty: 3742.800781
	Iteration 13Q: 3 clusters Score -1.273647e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12737464.000000 Penalty: 3742.800781
	Iteration 14Q: 3 clusters Score -1.273746e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99382 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12737938.000000 Penalty: 3742.800781
	Iteration 15Q: 3 clusters Score -1.273794e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12738157.000000 Penalty: 3742.800781
	Iteration 16Q: 3 clusters Score -1.273816e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12738273.000000 Penalty: 3742.800781
	Iteration 17Q: 3 clusters Score -1.273827e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12738354.000000 Penalty: 3742.800781
	Iteration 18Q: 3 clusters Score -1.273835e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12738403.000000 Penalty: 3742.800781
	Iteration 19Q: 3 clusters Score -1.27384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99931 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12738413.000000 Penalty: 3742.800781
	Iteration 20F: 3 clusters Score -1.273841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12738445.000000 Penalty: 3742.800781
	Iteration 21Q: 3 clusters Score -1.273844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99956 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12738454.000000 Penalty: 3742.800781
	Iteration 22Q: 3 clusters Score -1.273845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99962 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12738470.000000 Penalty: 3742.800781
	Iteration 23Q: 3 clusters Score -1.273847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -12738482.000000 Penalty: 3742.800781
	Iteration 24Q: 3 clusters Score -1.273848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12738483.000000 Penalty: 3742.800781
	Iteration 25Q: 3 clusters Score -1.273848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12738487.000000 Penalty: 3742.800781
	Iteration 26Q: 3 clusters Score -1.273849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99976 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12738488.000000 Penalty: 3742.800781
	Iteration 27Q: 3 clusters Score -1.273849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99980 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12738490.000000 Penalty: 3742.800781
	Iteration 28Q: 3 clusters Score -1.273849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12738494.000000 Penalty: 3742.800781
	Iteration 29Q: 3 clusters Score -1.273849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12738507.000000 Penalty: 3742.800781
	Iteration 30Q: 3 clusters Score -1.273851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12738512.000000 Penalty: 3742.800781
	Iteration 31Q: 3 clusters Score -1.273851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12738513.000000 Penalty: 3742.800781
	Iteration 32Q: 3 clusters Score -1.273851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12738514.000000 Penalty: 3742.800781
	Iteration 33Q: 3 clusters Score -1.273851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12738517.000000 Penalty: 3742.800781
	Iteration 34Q: 3 clusters Score -1.273852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -12738527.000000 Penalty: 3742.800781
	Iteration 35Q: 3 clusters Score -1.273853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12738523.000000 Penalty: 3742.800781
	Iteration 36Q: 3 clusters Score -1.273852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12738524.000000 Penalty: 3742.800781
	Iteration 37Q: 3 clusters Score -1.273852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12738524.000000 Penalty: 3742.800781
	Iteration 38F: 3 clusters Score -1.273852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Entering Unmasked Estep 
Score: -3174170.000000 Penalty: 1642.347778
	Iteration 0F: 2 clusters Score -3174170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3157644.750000 Penalty: 3284.695557
	Iteration 0F: 3 clusters Score -3157645 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3163693.000000 Penalty: 3284.695557
	Iteration 1F: 3 clusters Score -3163693 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3163975.500000 Penalty: 3284.695557
	Iteration 2Q: 3 clusters Score -3163976 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3164225.000000 Penalty: 3284.695557
	Iteration 3Q: 3 clusters Score -3164225 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3164444.500000 Penalty: 3284.695557
	Iteration 4Q: 3 clusters Score -3164444 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3164667.000000 Penalty: 3284.695557
	Iteration 5Q: 3 clusters Score -3164667 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3164963.000000 Penalty: 3284.695557
	Iteration 6Q: 3 clusters Score -3164963 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3165299.500000 Penalty: 3284.695557
	Iteration 7Q: 3 clusters Score -3165300 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3165791.000000 Penalty: 3284.695557
	Iteration 8Q: 3 clusters Score -3165791 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3166493.000000 Penalty: 3284.695557
	Iteration 9Q: 3 clusters Score -3166493 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3167471.500000 Penalty: 3284.695557
	Iteration 10F: 3 clusters Score -3167472 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3168506.500000 Penalty: 3284.695557
	Iteration 11F: 3 clusters Score -3168506 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3169442.750000 Penalty: 3284.695557
	Iteration 12Q: 3 clusters Score -3169443 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3170078.000000 Penalty: 3284.695557
	Iteration 13Q: 3 clusters Score -3170078 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3170432.500000 Penalty: 3284.695557
	Iteration 14Q: 3 clusters Score -3170432 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3170736.250000 Penalty: 3284.695557
	Iteration 15Q: 3 clusters Score -3170736 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3170962.000000 Penalty: 3284.695557
	Iteration 16Q: 3 clusters Score -3170962 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3171173.500000 Penalty: 3284.695557
	Iteration 17Q: 3 clusters Score -3171174 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3171372.500000 Penalty: 3284.695557
	Iteration 18Q: 3 clusters Score -3171372 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3171552.000000 Penalty: 3284.695557
	Iteration 19Q: 3 clusters Score -3171552 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3171715.750000 Penalty: 3284.695557
	Iteration 20F: 3 clusters Score -3171716 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3171868.750000 Penalty: 3284.695557
	Iteration 21Q: 3 clusters Score -3171869 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3171981.250000 Penalty: 3284.695557
	Iteration 22Q: 3 clusters Score -3171981 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3172067.750000 Penalty: 3284.695557
	Iteration 23Q: 3 clusters Score -3172068 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3172142.750000 Penalty: 3284.695557
	Iteration 24Q: 3 clusters Score -3172143 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3172207.750000 Penalty: 3284.695557
	Iteration 25Q: 3 clusters Score -3172208 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3172242.250000 Penalty: 3284.695557
	Iteration 26Q: 3 clusters Score -3172242 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3172281.500000 Penalty: 3284.695557
	Iteration 27Q: 3 clusters Score -3172282 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3172328.500000 Penalty: 3284.695557
	Iteration 28Q: 3 clusters Score -3172328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3172363.500000 Penalty: 3284.695557
	Iteration 29Q: 3 clusters Score -3172364 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3172411.000000 Penalty: 3284.695557
	Iteration 30Q: 3 clusters Score -3172411 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3172454.250000 Penalty: 3284.695557
	Iteration 31Q: 3 clusters Score -3172454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3172502.750000 Penalty: 3284.695557
	Iteration 32Q: 3 clusters Score -3172503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3172543.750000 Penalty: 3284.695557
	Iteration 33Q: 3 clusters Score -3172544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3172563.750000 Penalty: 3284.695557
	Iteration 34Q: 3 clusters Score -3172564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3172585.000000 Penalty: 3284.695557
	Iteration 35Q: 3 clusters Score -3172585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3172615.750000 Penalty: 3284.695557
	Iteration 36Q: 3 clusters Score -3172616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3172652.000000 Penalty: 3284.695557
	Iteration 37Q: 3 clusters Score -3172652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3172672.000000 Penalty: 3284.695557
	Iteration 38Q: 3 clusters Score -3172672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3172682.750000 Penalty: 3284.695557
	Iteration 39Q: 3 clusters Score -3172683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3172696.750000 Penalty: 3284.695557
	Iteration 40F: 3 clusters Score -3172697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3172704.500000 Penalty: 3284.695557
	Iteration 41Q: 3 clusters Score -3172704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3172707.750000 Penalty: 3284.695557
	Iteration 42Q: 3 clusters Score -3172708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3172719.750000 Penalty: 3284.695557
	Iteration 43Q: 3 clusters Score -3172720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3172725.000000 Penalty: 3284.695557
	Iteration 44Q: 3 clusters Score -3172725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3172730.000000 Penalty: 3284.695557
	Iteration 45Q: 3 clusters Score -3172730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3172738.750000 Penalty: 3284.695557
	Iteration 46Q: 3 clusters Score -3172739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3172746.250000 Penalty: 3284.695557
	Iteration 47Q: 3 clusters Score -3172746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3172758.750000 Penalty: 3284.695557
	Iteration 48Q: 3 clusters Score -3172759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3172759.000000 Penalty: 3284.695557
	Iteration 49Q: 3 clusters Score -3172759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3172761.750000 Penalty: 3284.695557
	Iteration 50Q: 3 clusters Score -3172762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3172761.500000 Penalty: 3284.695557
	Iteration 51Q: 3 clusters Score -3172762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3172765.250000 Penalty: 3284.695557
	Iteration 52Q: 3 clusters Score -3172765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3172765.500000 Penalty: 3284.695557
	Iteration 53Q: 3 clusters Score -3172766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3172771.250000 Penalty: 3284.695557
	Iteration 54Q: 3 clusters Score -3172771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3172775.500000 Penalty: 3284.695557
	Iteration 55Q: 3 clusters Score -3172776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3172776.250000 Penalty: 3284.695557
	Iteration 56Q: 3 clusters Score -3172776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3172776.500000 Penalty: 3284.695557
	Iteration 57Q: 3 clusters Score -3172776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3172783.000000 Penalty: 3284.695557
	Iteration 58Q: 3 clusters Score -3172783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3172782.750000 Penalty: 3284.695557
	Iteration 59Q: 3 clusters Score -3172783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3172784.250000 Penalty: 3284.695557
	Iteration 60F: 3 clusters Score -3172784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3172786.000000 Penalty: 3284.695557
	Iteration 61Q: 3 clusters Score -3172786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3172787.750000 Penalty: 3284.695557
	Iteration 62Q: 3 clusters Score -3172788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3172787.250000 Penalty: 3284.695557
	Iteration 63Q: 3 clusters Score -3172787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3172788.750000 Penalty: 3284.695557
	Iteration 64Q: 3 clusters Score -3172789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3172787.250000 Penalty: 3284.695557
	Iteration 65Q: 3 clusters Score -3172787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3172789.250000 Penalty: 3284.695557
	Iteration 66Q: 3 clusters Score -3172789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3172792.500000 Penalty: 3284.695557
	Iteration 67Q: 3 clusters Score -3172792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3172787.250000 Penalty: 3284.695557
	Iteration 68Q: 3 clusters Score -3172787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3172794.000000 Penalty: 3284.695557
	Iteration 69Q: 3 clusters Score -3172794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3172794.000000 Penalty: 3284.695557
	Iteration 70Q: 3 clusters Score -3172794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3172794.000000 Penalty: 3284.695557
	Iteration 71F: 3 clusters Score -3172794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -285526.093750 Penalty: 1249.671509
	Iteration 0F: 2 clusters Score -285526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -283266.718750 Penalty: 2499.343018
	Iteration 0F: 3 clusters Score -283266.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -283756.812500 Penalty: 2499.343018
	Iteration 1F: 3 clusters Score -283756.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -283875.750000 Penalty: 2499.343018
	Iteration 2F: 3 clusters Score -283875.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -283959.625000 Penalty: 2499.343018
	Iteration 3F: 3 clusters Score -283959.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -284013.093750 Penalty: 2499.343018
	Iteration 4Q: 3 clusters Score -284013.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -284054.343750 Penalty: 2499.343018
	Iteration 5Q: 3 clusters Score -284054.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -284092.593750 Penalty: 2499.343018
	Iteration 6Q: 3 clusters Score -284092.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -284132.500000 Penalty: 2499.343018
	Iteration 7Q: 3 clusters Score -284132.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -284172.312500 Penalty: 2499.343018
	Iteration 8Q: 3 clusters Score -284172.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -284206.906250 Penalty: 2499.343018
	Iteration 9Q: 3 clusters Score -284206.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -284230.406250 Penalty: 2499.343018
	Iteration 10Q: 3 clusters Score -284230.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -284260.281250 Penalty: 2499.343018
	Iteration 11Q: 3 clusters Score -284260.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -284289.250000 Penalty: 2499.343018
	Iteration 12Q: 3 clusters Score -284289.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -284310.250000 Penalty: 2499.343018
	Iteration 13Q: 3 clusters Score -284310.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -284330.656250 Penalty: 2499.343018
	Iteration 14Q: 3 clusters Score -284330.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -284346.375000 Penalty: 2499.343018
	Iteration 15Q: 3 clusters Score -284346.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -284357.343750 Penalty: 2499.343018
	Iteration 16Q: 3 clusters Score -284357.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -284366.406250 Penalty: 2499.343018
	Iteration 17Q: 3 clusters Score -284366.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -284377.781250 Penalty: 2499.343018
	Iteration 18Q: 3 clusters Score -284377.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -284388.468750 Penalty: 2499.343018
	Iteration 19Q: 3 clusters Score -284388.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -284402.687500 Penalty: 2499.343018
	Iteration 20F: 3 clusters Score -284402.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -284419.937500 Penalty: 2499.343018
	Iteration 21Q: 3 clusters Score -284419.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -284428.531250 Penalty: 2499.343018
	Iteration 22Q: 3 clusters Score -284428.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -284436.718750 Penalty: 2499.343018
	Iteration 23Q: 3 clusters Score -284436.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -284444.312500 Penalty: 2499.343018
	Iteration 24Q: 3 clusters Score -284444.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -284451.406250 Penalty: 2499.343018
	Iteration 25Q: 3 clusters Score -284451.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -284456.281250 Penalty: 2499.343018
	Iteration 26Q: 3 clusters Score -284456.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -284462.343750 Penalty: 2499.343018
	Iteration 27Q: 3 clusters Score -284462.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -284472.250000 Penalty: 2499.343018
	Iteration 28Q: 3 clusters Score -284472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -284481.093750 Penalty: 2499.343018
	Iteration 29Q: 3 clusters Score -284481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -284487.593750 Penalty: 2499.343018
	Iteration 30Q: 3 clusters Score -284487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -284490.187500 Penalty: 2499.343018
	Iteration 31Q: 3 clusters Score -284490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -284494.281250 Penalty: 2499.343018
	Iteration 32Q: 3 clusters Score -284494.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -284499.000000 Penalty: 2499.343018
	Iteration 33Q: 3 clusters Score -284499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -284500.687500 Penalty: 2499.343018
	Iteration 34Q: 3 clusters Score -284500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -284502.812500 Penalty: 2499.343018
	Iteration 35Q: 3 clusters Score -284502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -284505.312500 Penalty: 2499.343018
	Iteration 36Q: 3 clusters Score -284505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -284508.781250 Penalty: 2499.343018
	Iteration 37Q: 3 clusters Score -284508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -284509.718750 Penalty: 2499.343018
	Iteration 38Q: 3 clusters Score -284509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -284514.343750 Penalty: 2499.343018
	Iteration 39Q: 3 clusters Score -284514.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -284519.750000 Penalty: 2499.343018
	Iteration 40F: 3 clusters Score -284519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -284522.093750 Penalty: 2499.343018
	Iteration 41Q: 3 clusters Score -284522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -284527.531250 Penalty: 2499.343018
	Iteration 42Q: 3 clusters Score -284527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -284530.250000 Penalty: 2499.343018
	Iteration 43Q: 3 clusters Score -284530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -284530.625000 Penalty: 2499.343018
	Iteration 44Q: 3 clusters Score -284530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -284530.625000 Penalty: 2499.343018
	Iteration 45F: 3 clusters Score -284530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -289758.031250 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -289758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287465.718750 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -287465.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287961.906250 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -287961.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -288077.937500 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -288077.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -288143.562500 Penalty: 2518.389648
	Iteration 3Q: 3 clusters Score -288143.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -288183.781250 Penalty: 2518.389648
	Iteration 4Q: 3 clusters Score -288183.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -288215.968750 Penalty: 2518.389648
	Iteration 5Q: 3 clusters Score -288216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -288241.062500 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -288241.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288259.375000 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -288259.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288270.000000 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -288270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288277.125000 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -288277.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -288286.281250 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -288286.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -288292.656250 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -288292.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -288297.906250 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -288297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -288301.312500 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -288301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288302.500000 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -288302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288303.250000 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -288303.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -288306.093750 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -288306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -288307.156250 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -288307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -288307.875000 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -288307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -288308.187500 Penalty: 2518.389648
	Iteration 19Q: 3 clusters Score -288308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -288308.187500 Penalty: 2518.389648
	Iteration 20F: 3 clusters Score -288308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33854 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 112074 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 109895 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110384 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22333 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25960 members 
Mstep: Class 15 contains 100339 members 
Mstep: Class 16 contains 24508 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 19 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802168.000000 Penalty: 38813.050781
Iteration 199Q: 19 clusters Score -7.280217e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33755 members 
Mstep: Class 3 contains 27882 members 
Mstep: Class 4 contains 112025 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109882 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110369 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22342 members 
Mstep: Class 11 contains 3641 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25946 members 
Mstep: Class 15 contains 100337 members 
Mstep: Class 16 contains 24775 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 19 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802248.000000 Penalty: 38813.050781
Iteration 200F: 19 clusters Score -7.280225e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33678 members 
Mstep: Class 3 contains 27820 members 
Mstep: Class 4 contains 111954 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109892 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110327 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22363 members 
Mstep: Class 11 contains 3640 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25946 members 
Mstep: Class 15 contains 100303 members 
Mstep: Class 16 contains 25029 members 
Mstep: Class 17 contains 2186 members 
Mstep: Class 19 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802160.000000 Penalty: 38813.050781
Iteration 201Q: 19 clusters Score -7.280216e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33607 members 
Mstep: Class 3 contains 27765 members 
Mstep: Class 4 contains 111913 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109891 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110300 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22369 members 
Mstep: Class 11 contains 3640 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25948 members 
Mstep: Class 15 contains 100246 members 
Mstep: Class 16 contains 25273 members 
Mstep: Class 17 contains 2186 members 
Mstep: Class 19 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802256.000000 Penalty: 38813.050781
Iteration 202Q: 19 clusters Score -7.280226e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33558 members 
Mstep: Class 3 contains 27731 members 
Mstep: Class 4 contains 111885 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 109898 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110262 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22375 members 
Mstep: Class 11 contains 3639 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25933 members 
Mstep: Class 15 contains 100180 members 
Mstep: Class 16 contains 25492 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 19 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802264.000000 Penalty: 38813.050781
Iteration 203Q: 19 clusters Score -7.280226e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33542 members 
Mstep: Class 3 contains 27688 members 
Mstep: Class 4 contains 111852 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109904 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110225 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22380 members 
Mstep: Class 11 contains 3639 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25929 members 
Mstep: Class 15 contains 100107 members 
Mstep: Class 16 contains 25697 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 19 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802264.000000 Penalty: 38813.050781
Iteration 204Q: 19 clusters Score -7.280226e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33520 members 
Mstep: Class 3 contains 27657 members 
Mstep: Class 4 contains 111801 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 6 contains 109905 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110152 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22388 members 
Mstep: Class 11 contains 3639 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25928 members 
Mstep: Class 15 contains 100050 members 
Mstep: Class 16 contains 25931 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 19 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802216.000000 Penalty: 38813.050781
Iteration 205Q: 19 clusters Score -7.280222e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33453 members 
Mstep: Class 3 contains 27625 members 
Mstep: Class 4 contains 111747 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 109915 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110132 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22402 members 
Mstep: Class 11 contains 3639 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25920 members 
Mstep: Class 15 contains 99991 members 
Mstep: Class 16 contains 26166 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 19 contains 2316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802240.000000 Penalty: 38813.050781
Iteration 206Q: 19 clusters Score -7.280224e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33387 members 
Mstep: Class 3 contains 27586 members 
Mstep: Class 4 contains 111692 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 109918 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110133 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22409 members 
Mstep: Class 11 contains 3638 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25910 members 
Mstep: Class 15 contains 99948 members 
Mstep: Class 16 contains 26384 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 19 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802344.000000 Penalty: 38813.050781
Iteration 207Q: 19 clusters Score -7.280234e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33330 members 
Mstep: Class 3 contains 27549 members 
Mstep: Class 4 contains 111640 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 109916 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110132 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22409 members 
Mstep: Class 11 contains 3637 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25899 members 
Mstep: Class 15 contains 99894 members 
Mstep: Class 16 contains 26600 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 19 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802432.000000 Penalty: 38813.050781
Iteration 208Q: 19 clusters Score -7.280243e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33264 members 
Mstep: Class 3 contains 27520 members 
Mstep: Class 4 contains 111563 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 109926 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110136 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22413 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25892 members 
Mstep: Class 15 contains 99850 members 
Mstep: Class 16 contains 26818 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 19 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802504.000000 Penalty: 38813.050781
Iteration 209Q: 19 clusters Score -7.28025e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33182 members 
Mstep: Class 3 contains 27472 members 
Mstep: Class 4 contains 111480 members 
Mstep: Class 5 contains 1388 members 
Mstep: Class 6 contains 109934 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110117 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22420 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25889 members 
Mstep: Class 15 contains 99834 members 
Mstep: Class 16 contains 27055 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 19 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802760.000000 Penalty: 38813.050781
Iteration 210Q: 19 clusters Score -7.280276e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33075 members 
Mstep: Class 3 contains 27436 members 
Mstep: Class 4 contains 111405 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 109938 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110111 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22435 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25888 members 
Mstep: Class 15 contains 99794 members 
Mstep: Class 16 contains 27293 members 
Mstep: Class 17 contains 2181 members 
Mstep: Class 19 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802768.000000 Penalty: 38813.050781
Iteration 211Q: 19 clusters Score -7.280277e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33003 members 
Mstep: Class 3 contains 27403 members 
Mstep: Class 4 contains 111334 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 109939 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110090 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22450 members 
Mstep: Class 11 contains 3632 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25884 members 
Mstep: Class 15 contains 99754 members 
Mstep: Class 16 contains 27517 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 19 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802848.000000 Penalty: 38813.050781
Iteration 212Q: 19 clusters Score -7.280285e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32919 members 
Mstep: Class 3 contains 27378 members 
Mstep: Class 4 contains 111295 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 109946 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110064 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22465 members 
Mstep: Class 11 contains 3629 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25888 members 
Mstep: Class 15 contains 99680 members 
Mstep: Class 16 contains 27745 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 19 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802832.000000 Penalty: 38813.050781
Iteration 213Q: 19 clusters Score -7.280283e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32838 members 
Mstep: Class 3 contains 27353 members 
Mstep: Class 4 contains 111260 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 109940 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110044 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22464 members 
Mstep: Class 11 contains 3628 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25893 members 
Mstep: Class 15 contains 99631 members 
Mstep: Class 16 contains 27962 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 19 contains 2328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802984.000000 Penalty: 38813.050781
Iteration 214Q: 19 clusters Score -7.280298e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32748 members 
Mstep: Class 3 contains 27315 members 
Mstep: Class 4 contains 111217 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 109938 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110045 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22477 members 
Mstep: Class 11 contains 3627 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25898 members 
Mstep: Class 15 contains 99573 members 
Mstep: Class 16 contains 28170 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 19 contains 2328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803032.000000 Penalty: 38813.050781
Iteration 215Q: 19 clusters Score -7.280303e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32655 members 
Mstep: Class 3 contains 27277 members 
Mstep: Class 4 contains 111204 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 109941 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110029 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22495 members 
Mstep: Class 11 contains 3627 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25903 members 
Mstep: Class 15 contains 99512 members 
Mstep: Class 16 contains 28371 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 19 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802952.000000 Penalty: 38813.050781
Iteration 216Q: 19 clusters Score -7.280295e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32550 members 
Mstep: Class 3 contains 27238 members 
Mstep: Class 4 contains 111181 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 109942 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110053 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22485 members 
Mstep: Class 11 contains 3628 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25900 members 
Mstep: Class 15 contains 99478 members 
Mstep: Class 16 contains 28561 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 19 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802968.000000 Penalty: 38813.050781
Iteration 217Q: 19 clusters Score -7.280297e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32474 members 
Mstep: Class 3 contains 27194 members 
Mstep: Class 4 contains 111161 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 109939 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110067 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22482 members 
Mstep: Class 11 contains 3628 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25891 members 
Mstep: Class 15 contains 99431 members 
Mstep: Class 16 contains 28748 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 19 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803096.000000 Penalty: 38813.050781
Iteration 218Q: 19 clusters Score -7.28031e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32420 members 
Mstep: Class 3 contains 27142 members 
Mstep: Class 4 contains 111118 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 109950 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110078 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22482 members 
Mstep: Class 11 contains 3627 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25892 members 
Mstep: Class 15 contains 99362 members 
Mstep: Class 16 contains 28950 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 19 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803016.000000 Penalty: 38813.050781
Iteration 219Q: 19 clusters Score -7.280302e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32389 members 
Mstep: Class 3 contains 27083 members 
Mstep: Class 4 contains 111063 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 109957 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110069 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22483 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25898 members 
Mstep: Class 15 contains 99301 members 
Mstep: Class 16 contains 29156 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 19 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803144.000000 Penalty: 38813.050781
Iteration 220F: 19 clusters Score -7.280314e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32338 members 
Mstep: Class 3 contains 27035 members 
Mstep: Class 4 contains 111031 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 109965 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110057 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22485 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25904 members 
Mstep: Class 15 contains 99238 members 
Mstep: Class 16 contains 29339 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 19 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803168.000000 Penalty: 38813.050781
Iteration 221Q: 19 clusters Score -7.280317e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32279 members 
Mstep: Class 3 contains 27000 members 
Mstep: Class 4 contains 110995 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 109968 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110065 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22488 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25899 members 
Mstep: Class 15 contains 99177 members 
Mstep: Class 16 contains 29522 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 19 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803136.000000 Penalty: 38813.050781
Iteration 222Q: 19 clusters Score -7.280314e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32236 members 
Mstep: Class 3 contains 26974 members 
Mstep: Class 4 contains 110970 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 109976 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110048 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 22493 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25901 members 
Mstep: Class 15 contains 99124 members 
Mstep: Class 16 contains 29680 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 19 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803400.000000 Penalty: 38813.050781
Iteration 223Q: 19 clusters Score -7.28034e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32235 members 
Mstep: Class 3 contains 26941 members 
Mstep: Class 4 contains 110919 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 109982 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110019 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 22491 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25907 members 
Mstep: Class 15 contains 99051 members 
Mstep: Class 16 contains 29867 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 19 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803464.000000 Penalty: 38813.050781
Iteration 224Q: 19 clusters Score -7.280346e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32194 members 
Mstep: Class 3 contains 26911 members 
Mstep: Class 4 contains 110866 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 109988 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 110003 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 22495 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25913 members 
Mstep: Class 15 contains 99001 members 
Mstep: Class 16 contains 30039 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 19 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803456.000000 Penalty: 38813.050781
Iteration 225Q: 19 clusters Score -7.280346e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32157 members 
Mstep: Class 3 contains 26873 members 
Mstep: Class 4 contains 110832 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 109978 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109993 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 22491 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25922 members 
Mstep: Class 15 contains 98963 members 
Mstep: Class 16 contains 30205 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 19 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803488.000000 Penalty: 38813.050781
Iteration 226Q: 19 clusters Score -7.280349e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32107 members 
Mstep: Class 3 contains 26828 members 
Mstep: Class 4 contains 110821 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 109978 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109969 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 22494 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25923 members 
Mstep: Class 15 contains 98933 members 
Mstep: Class 16 contains 30371 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 19 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803288.000000 Penalty: 38813.050781
Iteration 227Q: 19 clusters Score -7.280329e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32054 members 
Mstep: Class 3 contains 26793 members 
Mstep: Class 4 contains 110843 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 109972 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109941 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22491 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25924 members 
Mstep: Class 15 contains 98901 members 
Mstep: Class 16 contains 30512 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 19 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803216.000000 Penalty: 38813.050781
Iteration 228Q: 19 clusters Score -7.280322e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32029 members 
Mstep: Class 3 contains 26752 members 
Mstep: Class 4 contains 110850 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 109965 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109929 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22490 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25925 members 
Mstep: Class 15 contains 98869 members 
Mstep: Class 16 contains 30625 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 19 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803320.000000 Penalty: 38813.050781
Iteration 229Q: 19 clusters Score -7.280332e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32012 members 
Mstep: Class 3 contains 26717 members 
Mstep: Class 4 contains 110844 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 109956 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109887 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22481 members 
Mstep: Class 11 contains 3610 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25933 members 
Mstep: Class 15 contains 98861 members 
Mstep: Class 16 contains 30747 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 19 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803328.000000 Penalty: 38813.050781
Iteration 230Q: 19 clusters Score -7.280333e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31994 members 
Mstep: Class 3 contains 26696 members 
Mstep: Class 4 contains 110838 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 109950 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109858 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22475 members 
Mstep: Class 11 contains 3610 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25939 members 
Mstep: Class 15 contains 98815 members 
Mstep: Class 16 contains 30873 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 19 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803384.000000 Penalty: 38813.050781
Iteration 231Q: 19 clusters Score -7.280338e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31954 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 110851 members 
Mstep: Class 5 contains 1322 members 
Mstep: Class 6 contains 109943 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109841 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22470 members 
Mstep: Class 11 contains 3607 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25954 members 
Mstep: Class 15 contains 98770 members 
Mstep: Class 16 contains 30996 members 
Mstep: Class 17 contains 2221 members 
Mstep: Class 19 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803464.000000 Penalty: 38813.050781
Iteration 232Q: 19 clusters Score -7.280346e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31904 members 
Mstep: Class 3 contains 26647 members 
Mstep: Class 4 contains 110839 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 109944 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109800 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22469 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25971 members 
Mstep: Class 15 contains 98726 members 
Mstep: Class 16 contains 31145 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 19 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803592.000000 Penalty: 38813.050781
Iteration 233Q: 19 clusters Score -7.280359e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31866 members 
Mstep: Class 3 contains 26618 members 
Mstep: Class 4 contains 110801 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 109939 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109786 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22473 members 
Mstep: Class 11 contains 3600 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25974 members 
Mstep: Class 15 contains 98690 members 
Mstep: Class 16 contains 31297 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 19 contains 2316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 19 clusters Score -7.28037e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31798 members 
Mstep: Class 3 contains 26588 members 
Mstep: Class 4 contains 110775 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 109936 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109761 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22475 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25979 members 
Mstep: Class 15 contains 98643 members 
Mstep: Class 16 contains 31488 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 19 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803664.000000 Penalty: 38813.050781
Iteration 235Q: 19 clusters Score -7.280366e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31721 members 
Mstep: Class 3 contains 26564 members 
Mstep: Class 4 contains 110720 members 
Mstep: Class 5 contains 1322 members 
Mstep: Class 6 contains 109938 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109754 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22467 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25986 members 
Mstep: Class 15 contains 98640 members 
Mstep: Class 16 contains 31665 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 19 contains 2311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803680.000000 Penalty: 38813.050781
Iteration 236Q: 19 clusters Score -7.280368e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31655 members 
Mstep: Class 3 contains 26542 members 
Mstep: Class 4 contains 110672 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 109931 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109743 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22462 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25988 members 
Mstep: Class 15 contains 98632 members 
Mstep: Class 16 contains 31836 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 19 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803808.000000 Penalty: 38813.050781
Iteration 237Q: 19 clusters Score -7.280381e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31625 members 
Mstep: Class 3 contains 26536 members 
Mstep: Class 4 contains 110616 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 109925 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109710 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22456 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25992 members 
Mstep: Class 15 contains 98603 members 
Mstep: Class 16 contains 31998 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 19 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803808.000000 Penalty: 38813.050781
Iteration 238Q: 19 clusters Score -7.280381e+07 nChanged 699
Entering ConstructFrom: 
Score: -72803808.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -75918.789062 Penalty: 1075.328003
	Iteration 0F: 2 clusters Score -75918.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74747.406250 Penalty: 2150.656006
	Iteration 0F: 3 clusters Score -74747.41 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75304.750000 Penalty: 2150.656006
	Iteration 1F: 3 clusters Score -75304.75 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75729.117188 Penalty: 2150.656006
	Iteration 2F: 3 clusters Score -75729.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76010.203125 Penalty: 2150.656006
	Iteration 3F: 3 clusters Score -76010.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -76139.914062 Penalty: 2150.656006
	Iteration 4F: 3 clusters Score -76139.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76165.218750 Penalty: 2150.656006
	Iteration 5Q: 3 clusters Score -76165.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76174.187500 Penalty: 2150.656006
	Iteration 6Q: 3 clusters Score -76174.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76183.156250 Penalty: 2150.656006
	Iteration 7Q: 3 clusters Score -76183.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76185.648438 Penalty: 2150.656006
	Iteration 8Q: 3 clusters Score -76185.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -76186.632812 Penalty: 2150.656006
	Iteration 9Q: 3 clusters Score -76186.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76187.109375 Penalty: 2150.656006
	Iteration 10Q: 3 clusters Score -76187.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76187.109375 Penalty: 2150.656006
	Iteration 11F: 3 clusters Score -76187.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 31585 members 
Mstep: Class 3 contains 26527 members 
Mstep: Class 4 contains 110557 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 109923 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109686 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22446 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25994 members 
Mstep: Class 15 contains 98555 members 
Mstep: Class 16 contains 32186 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2299 members 
Entering Unmasked Estep 
Score: -72802896.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72803808.000000 to -72802896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (31585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Entering Unmasked Estep 
Score: -4091989.250000 Penalty: 1683.571045
	Iteration 0F: 2 clusters Score -4091989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4070732.750000 Penalty: 3367.142090
	Iteration 0F: 3 clusters Score -4070733 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4078850.500000 Penalty: 3367.142090
	Iteration 1F: 3 clusters Score -4078850 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4079227.250000 Penalty: 3367.142090
	Iteration 2Q: 3 clusters Score -4079227 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -4079648.500000 Penalty: 3367.142090
	Iteration 3Q: 3 clusters Score -4079648 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4080201.250000 Penalty: 3367.142090
	Iteration 4Q: 3 clusters Score -4080201 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -4080869.750000 Penalty: 3367.142090
	Iteration 5Q: 3 clusters Score -4080870 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -4081783.500000 Penalty: 3367.142090
	Iteration 6F: 3 clusters Score -4081784 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -4083125.000000 Penalty: 3367.142090
	Iteration 7F: 3 clusters Score -4083125 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4084766.000000 Penalty: 3367.142090
	Iteration 8F: 3 clusters Score -4084766 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4086108.500000 Penalty: 3367.142090
	Iteration 9F: 3 clusters Score -4086108 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4086752.750000 Penalty: 3367.142090
	Iteration 10Q: 3 clusters Score -4086753 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -4087066.750000 Penalty: 3367.142090
	Iteration 11Q: 3 clusters Score -4087067 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4087272.750000 Penalty: 3367.142090
	Iteration 12Q: 3 clusters Score -4087273 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4087468.500000 Penalty: 3367.142090
	Iteration 13Q: 3 clusters Score -4087468 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -4087663.500000 Penalty: 3367.142090
	Iteration 14Q: 3 clusters Score -4087664 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -4087866.500000 Penalty: 3367.142090
	Iteration 15Q: 3 clusters Score -4087866 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4088020.750000 Penalty: 3367.142090
	Iteration 16Q: 3 clusters Score -4088021 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -4088158.750000 Penalty: 3367.142090
	Iteration 17Q: 3 clusters Score -4088159 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4088305.500000 Penalty: 3367.142090
	Iteration 18Q: 3 clusters Score -4088306 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4088432.500000 Penalty: 3367.142090
	Iteration 19Q: 3 clusters Score -4088432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4088531.000000 Penalty: 3367.142090
	Iteration 20F: 3 clusters Score -4088531 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -4088622.000000 Penalty: 3367.142090
	Iteration 21Q: 3 clusters Score -4088622 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -4088718.750000 Penalty: 3367.142090
	Iteration 22Q: 3 clusters Score -4088719 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -4088774.000000 Penalty: 3367.142090
	Iteration 23Q: 3 clusters Score -4088774 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4088837.750000 Penalty: 3367.142090
	Iteration 24Q: 3 clusters Score -4088838 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4088907.500000 Penalty: 3367.142090
	Iteration 25Q: 3 clusters Score -4088908 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -4088954.000000 Penalty: 3367.142090
	Iteration 26Q: 3 clusters Score -4088954 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -4088995.000000 Penalty: 3367.142090
	Iteration 27Q: 3 clusters Score -4088995 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4089047.000000 Penalty: 3367.142090
	Iteration 28Q: 3 clusters Score -4089047 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4089070.750000 Penalty: 3367.142090
	Iteration 29Q: 3 clusters Score -4089071 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -4089116.250000 Penalty: 3367.142090
	Iteration 30Q: 3 clusters Score -4089116 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4089152.250000 Penalty: 3367.142090
	Iteration 31Q: 3 clusters Score -4089152 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -4089203.750000 Penalty: 3367.142090
	Iteration 32Q: 3 clusters Score -4089204 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -4089217.250000 Penalty: 3367.142090
	Iteration 33Q: 3 clusters Score -4089217 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -4089249.500000 Penalty: 3367.142090
	Iteration 34Q: 3 clusters Score -4089250 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -4089284.750000 Penalty: 3367.142090
	Iteration 35Q: 3 clusters Score -4089285 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4089315.750000 Penalty: 3367.142090
	Iteration 36Q: 3 clusters Score -4089316 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4089383.250000 Penalty: 3367.142090
	Iteration 37Q: 3 clusters Score -4089383 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -4089430.500000 Penalty: 3367.142090
	Iteration 38Q: 3 clusters Score -4089430 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -4089470.500000 Penalty: 3367.142090
	Iteration 39Q: 3 clusters Score -4089470 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4089503.500000 Penalty: 3367.142090
	Iteration 40F: 3 clusters Score -4089504 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -4089554.500000 Penalty: 3367.142090
	Iteration 41Q: 3 clusters Score -4089554 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4089587.250000 Penalty: 3367.142090
	Iteration 42Q: 3 clusters Score -4089587 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4089645.250000 Penalty: 3367.142090
	Iteration 43Q: 3 clusters Score -4089645 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -4089673.000000 Penalty: 3367.142090
	Iteration 44Q: 3 clusters Score -4089673 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4089719.750000 Penalty: 3367.142090
	Iteration 45Q: 3 clusters Score -4089720 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4089752.250000 Penalty: 3367.142090
	Iteration 46Q: 3 clusters Score -4089752 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4089787.750000 Penalty: 3367.142090
	Iteration 47Q: 3 clusters Score -4089788 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -4089832.000000 Penalty: 3367.142090
	Iteration 48Q: 3 clusters Score -4089832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4089861.750000 Penalty: 3367.142090
	Iteration 49Q: 3 clusters Score -4089862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -4089902.250000 Penalty: 3367.142090
	Iteration 50Q: 3 clusters Score -4089902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -4089939.750000 Penalty: 3367.142090
	Iteration 51Q: 3 clusters Score -4089940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -4089980.750000 Penalty: 3367.142090
	Iteration 52Q: 3 clusters Score -4089981 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -4090015.750000 Penalty: 3367.142090
	Iteration 53Q: 3 clusters Score -4090016 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -4090066.250000 Penalty: 3367.142090
	Iteration 54Q: 3 clusters Score -4090066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4090102.000000 Penalty: 3367.142090
	Iteration 55Q: 3 clusters Score -4090102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -4090128.750000 Penalty: 3367.142090
	Iteration 56Q: 3 clusters Score -4090129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -4090164.750000 Penalty: 3367.142090
	Iteration 57Q: 3 clusters Score -4090165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4090188.250000 Penalty: 3367.142090
	Iteration 58Q: 3 clusters Score -4090188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4090209.750000 Penalty: 3367.142090
	Iteration 59Q: 3 clusters Score -4090210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -4090222.250000 Penalty: 3367.142090
	Iteration 60F: 3 clusters Score -4090222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4090244.250000 Penalty: 3367.142090
	Iteration 61Q: 3 clusters Score -4090244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4090248.750000 Penalty: 3367.142090
	Iteration 62Q: 3 clusters Score -4090249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4090275.750000 Penalty: 3367.142090
	Iteration 63Q: 3 clusters Score -4090276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4090304.000000 Penalty: 3367.142090
	Iteration 64Q: 3 clusters Score -4090304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4090313.250000 Penalty: 3367.142090
	Iteration 65Q: 3 clusters Score -4090313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -4090333.000000 Penalty: 3367.142090
	Iteration 66Q: 3 clusters Score -4090333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4090350.250000 Penalty: 3367.142090
	Iteration 67Q: 3 clusters Score -4090350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4090363.750000 Penalty: 3367.142090
	Iteration 68Q: 3 clusters Score -4090364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4090380.750000 Penalty: 3367.142090
	Iteration 69Q: 3 clusters Score -4090381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -4090395.750000 Penalty: 3367.142090
	Iteration 70Q: 3 clusters Score -4090396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4090407.250000 Penalty: 3367.142090
	Iteration 71Q: 3 clusters Score -4090407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4090422.250000 Penalty: 3367.142090
	Iteration 72Q: 3 clusters Score -4090422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4090427.750000 Penalty: 3367.142090
	Iteration 73Q: 3 clusters Score -4090428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4090449.000000 Penalty: 3367.142090
	Iteration 74Q: 3 clusters Score -4090449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4090456.750000 Penalty: 3367.142090
	Iteration 75Q: 3 clusters Score -4090457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4090461.250000 Penalty: 3367.142090
	Iteration 76Q: 3 clusters Score -4090461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4090472.500000 Penalty: 3367.142090
	Iteration 77Q: 3 clusters Score -4090472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4090477.000000 Penalty: 3367.142090
	Iteration 78Q: 3 clusters Score -4090477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4090490.750000 Penalty: 3367.142090
	Iteration 79Q: 3 clusters Score -4090491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4090500.250000 Penalty: 3367.142090
	Iteration 80F: 3 clusters Score -4090500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4090511.750000 Penalty: 3367.142090
	Iteration 81Q: 3 clusters Score -4090512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4090527.500000 Penalty: 3367.142090
	Iteration 82Q: 3 clusters Score -4090528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4090533.000000 Penalty: 3367.142090
	Iteration 83Q: 3 clusters Score -4090533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4090551.500000 Penalty: 3367.142090
	Iteration 84Q: 3 clusters Score -4090552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4090558.250000 Penalty: 3367.142090
	Iteration 85Q: 3 clusters Score -4090558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4090559.750000 Penalty: 3367.142090
	Iteration 86Q: 3 clusters Score -4090560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4090560.250000 Penalty: 3367.142090
	Iteration 87Q: 3 clusters Score -4090560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4090565.250000 Penalty: 3367.142090
	Iteration 88Q: 3 clusters Score -4090565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -4090569.750000 Penalty: 3367.142090
	Iteration 89Q: 3 clusters Score -4090570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4090572.000000 Penalty: 3367.142090
	Iteration 90Q: 3 clusters Score -4090572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4090573.500000 Penalty: 3367.142090
	Iteration 91Q: 3 clusters Score -4090574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4090574.750000 Penalty: 3367.142090
	Iteration 92Q: 3 clusters Score -4090575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4090575.500000 Penalty: 3367.142090
	Iteration 93Q: 3 clusters Score -4090576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -4090575.750000 Penalty: 3367.142090
	Iteration 94Q: 3 clusters Score -4090576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4090575.750000 Penalty: 3367.142090
	Iteration 95Q: 3 clusters Score -4090576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4090576.500000 Penalty: 3367.142090
	Iteration 96Q: 3 clusters Score -4090576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4090576.000000 Penalty: 3367.142090
	Iteration 97Q: 3 clusters Score -4090576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4090576.000000 Penalty: 3367.142090
	Iteration 98F: 3 clusters Score -4090576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Entering Unmasked Estep 
Score: -3424965.000000 Penalty: 1655.211792
	Iteration 0F: 2 clusters Score -3424965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3406992.500000 Penalty: 3310.423584
	Iteration 0F: 3 clusters Score -3406992 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3413730.250000 Penalty: 3310.423584
	Iteration 1F: 3 clusters Score -3413730 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3414024.750000 Penalty: 3310.423584
	Iteration 2Q: 3 clusters Score -3414025 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3414226.000000 Penalty: 3310.423584
	Iteration 3Q: 3 clusters Score -3414226 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3414405.000000 Penalty: 3310.423584
	Iteration 4Q: 3 clusters Score -3414405 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3414553.250000 Penalty: 3310.423584
	Iteration 5Q: 3 clusters Score -3414553 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3414696.750000 Penalty: 3310.423584
	Iteration 6Q: 3 clusters Score -3414697 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3414803.750000 Penalty: 3310.423584
	Iteration 7Q: 3 clusters Score -3414804 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3414945.000000 Penalty: 3310.423584
	Iteration 8Q: 3 clusters Score -3414945 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3415087.500000 Penalty: 3310.423584
	Iteration 9Q: 3 clusters Score -3415088 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3415285.250000 Penalty: 3310.423584
	Iteration 10Q: 3 clusters Score -3415285 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3415580.500000 Penalty: 3310.423584
	Iteration 11Q: 3 clusters Score -3415580 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3415934.500000 Penalty: 3310.423584
	Iteration 12Q: 3 clusters Score -3415934 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3416436.750000 Penalty: 3310.423584
	Iteration 13Q: 3 clusters Score -3416437 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3417141.500000 Penalty: 3310.423584
	Iteration 14Q: 3 clusters Score -3417142 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3417969.000000 Penalty: 3310.423584
	Iteration 15Q: 3 clusters Score -3417969 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3418592.250000 Penalty: 3310.423584
	Iteration 16Q: 3 clusters Score -3418592 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3418908.750000 Penalty: 3310.423584
	Iteration 17Q: 3 clusters Score -3418909 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3419043.250000 Penalty: 3310.423584
	Iteration 18Q: 3 clusters Score -3419043 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3419130.500000 Penalty: 3310.423584
	Iteration 19Q: 3 clusters Score -3419130 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3419195.500000 Penalty: 3310.423584
	Iteration 20F: 3 clusters Score -3419196 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3419264.500000 Penalty: 3310.423584
	Iteration 21Q: 3 clusters Score -3419264 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3419341.500000 Penalty: 3310.423584
	Iteration 22Q: 3 clusters Score -3419342 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3419414.000000 Penalty: 3310.423584
	Iteration 23Q: 3 clusters Score -3419414 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3419499.750000 Penalty: 3310.423584
	Iteration 24Q: 3 clusters Score -3419500 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3419629.500000 Penalty: 3310.423584
	Iteration 25Q: 3 clusters Score -3419630 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3419766.000000 Penalty: 3310.423584
	Iteration 26Q: 3 clusters Score -3419766 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3419948.750000 Penalty: 3310.423584
	Iteration 27Q: 3 clusters Score -3419949 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3420119.750000 Penalty: 3310.423584
	Iteration 28Q: 3 clusters Score -3420120 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3420296.250000 Penalty: 3310.423584
	Iteration 29Q: 3 clusters Score -3420296 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3420463.000000 Penalty: 3310.423584
	Iteration 30Q: 3 clusters Score -3420463 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3420642.500000 Penalty: 3310.423584
	Iteration 31Q: 3 clusters Score -3420642 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3420822.500000 Penalty: 3310.423584
	Iteration 32Q: 3 clusters Score -3420822 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3421025.000000 Penalty: 3310.423584
	Iteration 33Q: 3 clusters Score -3421025 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3421220.250000 Penalty: 3310.423584
	Iteration 34Q: 3 clusters Score -3421220 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3421461.500000 Penalty: 3310.423584
	Iteration 35Q: 3 clusters Score -3421462 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3421677.750000 Penalty: 3310.423584
	Iteration 36Q: 3 clusters Score -3421678 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3421906.500000 Penalty: 3310.423584
	Iteration 37Q: 3 clusters Score -3421906 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3422096.250000 Penalty: 3310.423584
	Iteration 38Q: 3 clusters Score -3422096 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3422290.250000 Penalty: 3310.423584
	Iteration 39Q: 3 clusters Score -3422290 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3422478.500000 Penalty: 3310.423584
	Iteration 40F: 3 clusters Score -3422478 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3422690.250000 Penalty: 3310.423584
	Iteration 41Q: 3 clusters Score -3422690 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3422852.250000 Penalty: 3310.423584
	Iteration 42Q: 3 clusters Score -3422852 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3423000.250000 Penalty: 3310.423584
	Iteration 43Q: 3 clusters Score -3423000 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3423103.750000 Penalty: 3310.423584
	Iteration 44Q: 3 clusters Score -3423104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3423171.000000 Penalty: 3310.423584
	Iteration 45Q: 3 clusters Score -3423171 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3423234.000000 Penalty: 3310.423584
	Iteration 46Q: 3 clusters Score -3423234 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3423296.000000 Penalty: 3310.423584
	Iteration 47Q: 3 clusters Score -3423296 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3423351.750000 Penalty: 3310.423584
	Iteration 48Q: 3 clusters Score -3423352 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3423394.000000 Penalty: 3310.423584
	Iteration 49Q: 3 clusters Score -3423394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3423424.750000 Penalty: 3310.423584
	Iteration 50Q: 3 clusters Score -3423425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3423446.250000 Penalty: 3310.423584
	Iteration 51Q: 3 clusters Score -3423446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3423471.000000 Penalty: 3310.423584
	Iteration 52Q: 3 clusters Score -3423471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3423500.250000 Penalty: 3310.423584
	Iteration 53Q: 3 clusters Score -3423500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3423509.750000 Penalty: 3310.423584
	Iteration 54Q: 3 clusters Score -3423510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3423513.500000 Penalty: 3310.423584
	Iteration 55Q: 3 clusters Score -3423514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3423526.500000 Penalty: 3310.423584
	Iteration 56Q: 3 clusters Score -3423526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3423540.250000 Penalty: 3310.423584
	Iteration 57Q: 3 clusters Score -3423540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3423549.750000 Penalty: 3310.423584
	Iteration 58Q: 3 clusters Score -3423550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3423571.250000 Penalty: 3310.423584
	Iteration 59Q: 3 clusters Score -3423571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3423580.750000 Penalty: 3310.423584
	Iteration 60F: 3 clusters Score -3423581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3423583.000000 Penalty: 3310.423584
	Iteration 61Q: 3 clusters Score -3423583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3423578.250000 Penalty: 3310.423584
	Iteration 62Q: 3 clusters Score -3423578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3423575.500000 Penalty: 3310.423584
	Iteration 63Q: 3 clusters Score -3423576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3423584.250000 Penalty: 3310.423584
	Iteration 64Q: 3 clusters Score -3423584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3423587.750000 Penalty: 3310.423584
	Iteration 65Q: 3 clusters Score -3423588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3423587.500000 Penalty: 3310.423584
	Iteration 66Q: 3 clusters Score -3423588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3423598.000000 Penalty: 3310.423584
	Iteration 67Q: 3 clusters Score -3423598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3423598.500000 Penalty: 3310.423584
	Iteration 68Q: 3 clusters Score -3423598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3423606.250000 Penalty: 3310.423584
	Iteration 69Q: 3 clusters Score -3423606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3423603.000000 Penalty: 3310.423584
	Iteration 70Q: 3 clusters Score -3423603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3423601.750000 Penalty: 3310.423584
	Iteration 71Q: 3 clusters Score -3423602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3423601.750000 Penalty: 3310.423584
	Iteration 72Q: 3 clusters Score -3423602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3423601.750000 Penalty: 3310.423584
	Iteration 73F: 3 clusters Score -3423602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (110557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Entering Unmasked Estep 
Score: -14141810.000000 Penalty: 1887.159180
	Iteration 0F: 2 clusters Score -1.414181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -14072606.000000 Penalty: 3774.318359
	Iteration 0F: 3 clusters Score -1.407261e+07 nChanged 52919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -14103770.000000 Penalty: 3774.318359
	Iteration 1F: 3 clusters Score -1.410377e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -14104779.000000 Penalty: 3774.318359
	Iteration 2Q: 3 clusters Score -1.410478e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -14106188.000000 Penalty: 3774.318359
	Iteration 3Q: 3 clusters Score -1.410619e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -14108340.000000 Penalty: 3774.318359
	Iteration 4Q: 3 clusters Score -1.410834e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -14111562.000000 Penalty: 3774.318359
	Iteration 5F: 3 clusters Score -1.411156e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -14116172.000000 Penalty: 3774.318359
	Iteration 6F: 3 clusters Score -1.411617e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -14121806.000000 Penalty: 3774.318359
	Iteration 7F: 3 clusters Score -1.412181e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -14127017.000000 Penalty: 3774.318359
	Iteration 8F: 3 clusters Score -1.412702e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -14130800.000000 Penalty: 3774.318359
	Iteration 9Q: 3 clusters Score -1.41308e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -14132707.000000 Penalty: 3774.318359
	Iteration 10Q: 3 clusters Score -1.413271e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -14133763.000000 Penalty: 3774.318359
	Iteration 11Q: 3 clusters Score -1.413376e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -14134492.000000 Penalty: 3774.318359
	Iteration 12Q: 3 clusters Score -1.413449e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -14135207.000000 Penalty: 3774.318359
	Iteration 13Q: 3 clusters Score -1.413521e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -14135982.000000 Penalty: 3774.318359
	Iteration 14Q: 3 clusters Score -1.413598e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -14136773.000000 Penalty: 3774.318359
	Iteration 15Q: 3 clusters Score -1.413677e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -14137441.000000 Penalty: 3774.318359
	Iteration 16Q: 3 clusters Score -1.413744e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97598 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -14138200.000000 Penalty: 3774.318359
	Iteration 17Q: 3 clusters Score -1.41382e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -14138845.000000 Penalty: 3774.318359
	Iteration 18Q: 3 clusters Score -1.413884e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -14139319.000000 Penalty: 3774.318359
	Iteration 19Q: 3 clusters Score -1.413932e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -14139615.000000 Penalty: 3774.318359
	Iteration 20F: 3 clusters Score -1.413962e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -14139846.000000 Penalty: 3774.318359
	Iteration 21Q: 3 clusters Score -1.413985e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103555 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -14140071.000000 Penalty: 3774.318359
	Iteration 22Q: 3 clusters Score -1.414007e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -14140223.000000 Penalty: 3774.318359
	Iteration 23Q: 3 clusters Score -1.414022e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -14140259.000000 Penalty: 3774.318359
	Iteration 24Q: 3 clusters Score -1.414026e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -14140351.000000 Penalty: 3774.318359
	Iteration 25Q: 3 clusters Score -1.414035e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -14140409.000000 Penalty: 3774.318359
	Iteration 26Q: 3 clusters Score -1.414041e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -14140463.000000 Penalty: 3774.318359
	Iteration 27Q: 3 clusters Score -1.414046e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -14140538.000000 Penalty: 3774.318359
	Iteration 28Q: 3 clusters Score -1.414054e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -14140568.000000 Penalty: 3774.318359
	Iteration 29Q: 3 clusters Score -1.414057e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -14140578.000000 Penalty: 3774.318359
	Iteration 30Q: 3 clusters Score -1.414058e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -14140594.000000 Penalty: 3774.318359
	Iteration 31Q: 3 clusters Score -1.414059e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -14140610.000000 Penalty: 3774.318359
	Iteration 32Q: 3 clusters Score -1.414061e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108118 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -14140648.000000 Penalty: 3774.318359
	Iteration 33Q: 3 clusters Score -1.414065e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14140665.000000 Penalty: 3774.318359
	Iteration 34Q: 3 clusters Score -1.414066e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -14140666.000000 Penalty: 3774.318359
	Iteration 35Q: 3 clusters Score -1.414067e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -14140676.000000 Penalty: 3774.318359
	Iteration 36Q: 3 clusters Score -1.414068e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -14140671.000000 Penalty: 3774.318359
	Iteration 37Q: 3 clusters Score -1.414067e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -14140701.000000 Penalty: 3774.318359
	Iteration 38Q: 3 clusters Score -1.41407e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -14140705.000000 Penalty: 3774.318359
	Iteration 39Q: 3 clusters Score -1.41407e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -14140728.000000 Penalty: 3774.318359
	Iteration 40F: 3 clusters Score -1.414073e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14140707.000000 Penalty: 3774.318359
	Iteration 41Q: 3 clusters Score -1.414071e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -14140682.000000 Penalty: 3774.318359
	Iteration 42Q: 3 clusters Score -1.414068e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -14140682.000000 Penalty: 3774.318359
	Iteration 43Q: 3 clusters Score -1.414068e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -14140666.000000 Penalty: 3774.318359
	Iteration 44Q: 3 clusters Score -1.414067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14140657.000000 Penalty: 3774.318359
	Iteration 45Q: 3 clusters Score -1.414066e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -14140674.000000 Penalty: 3774.318359
	Iteration 46Q: 3 clusters Score -1.414067e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -14140666.000000 Penalty: 3774.318359
	Iteration 47Q: 3 clusters Score -1.414067e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109199 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -14140669.000000 Penalty: 3774.318359
	Iteration 48Q: 3 clusters Score -1.414067e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14140673.000000 Penalty: 3774.318359
	Iteration 49Q: 3 clusters Score -1.414067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14140669.000000 Penalty: 3774.318359
	Iteration 50Q: 3 clusters Score -1.414067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109270 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14140672.000000 Penalty: 3774.318359
	Iteration 51Q: 3 clusters Score -1.414067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109277 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -14140671.000000 Penalty: 3774.318359
	Iteration 52Q: 3 clusters Score -1.414067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109285 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -14140663.000000 Penalty: 3774.318359
	Iteration 53Q: 3 clusters Score -1.414066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109291 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -14140664.000000 Penalty: 3774.318359
	Iteration 54Q: 3 clusters Score -1.414066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14140678.000000 Penalty: 3774.318359
	Iteration 55Q: 3 clusters Score -1.414068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14140670.000000 Penalty: 3774.318359
	Iteration 56Q: 3 clusters Score -1.414067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109305 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14140687.000000 Penalty: 3774.318359
	Iteration 57Q: 3 clusters Score -1.414069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -14140690.000000 Penalty: 3774.318359
	Iteration 58Q: 3 clusters Score -1.414069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109319 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14140702.000000 Penalty: 3774.318359
	Iteration 59Q: 3 clusters Score -1.41407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109324 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -14140707.000000 Penalty: 3774.318359
	Iteration 60F: 3 clusters Score -1.414071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109332 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -14140705.000000 Penalty: 3774.318359
	Iteration 61Q: 3 clusters Score -1.41407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -14140691.000000 Penalty: 3774.318359
	Iteration 62Q: 3 clusters Score -1.414069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109341 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -14140690.000000 Penalty: 3774.318359
	Iteration 63Q: 3 clusters Score -1.414069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109342 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -14140687.000000 Penalty: 3774.318359
	Iteration 64Q: 3 clusters Score -1.414069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -14140688.000000 Penalty: 3774.318359
	Iteration 65Q: 3 clusters Score -1.414069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -14140679.000000 Penalty: 3774.318359
	Iteration 66Q: 3 clusters Score -1.414068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109354 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -14140680.000000 Penalty: 3774.318359
	Iteration 67Q: 3 clusters Score -1.414068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109357 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14140667.000000 Penalty: 3774.318359
	Iteration 68Q: 3 clusters Score -1.414067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109358 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14140674.000000 Penalty: 3774.318359
	Iteration 69Q: 3 clusters Score -1.414067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109363 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -14140667.000000 Penalty: 3774.318359
	Iteration 70Q: 3 clusters Score -1.414067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -14140668.000000 Penalty: 3774.318359
	Iteration 71Q: 3 clusters Score -1.414067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14140671.000000 Penalty: 3774.318359
	Iteration 72Q: 3 clusters Score -1.414067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14140673.000000 Penalty: 3774.318359
	Iteration 73Q: 3 clusters Score -1.414067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14140672.000000 Penalty: 3774.318359
	Iteration 74Q: 3 clusters Score -1.414067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -14140669.000000 Penalty: 3774.318359
	Iteration 75Q: 3 clusters Score -1.414067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109377 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -14140669.000000 Penalty: 3774.318359
	Iteration 76Q: 3 clusters Score -1.414067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -14140658.000000 Penalty: 3774.318359
	Iteration 77Q: 3 clusters Score -1.414066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -14140669.000000 Penalty: 3774.318359
	Iteration 78Q: 3 clusters Score -1.414067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14140673.000000 Penalty: 3774.318359
	Iteration 79Q: 3 clusters Score -1.414067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14140678.000000 Penalty: 3774.318359
	Iteration 80F: 3 clusters Score -1.414068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -14140680.000000 Penalty: 3774.318359
	Iteration 81Q: 3 clusters Score -1.414068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109394 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14140681.000000 Penalty: 3774.318359
	Iteration 82Q: 3 clusters Score -1.414068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14140678.000000 Penalty: 3774.318359
	Iteration 83Q: 3 clusters Score -1.414068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14140678.000000 Penalty: 3774.318359
	Iteration 84F: 3 clusters Score -1.414068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -164684.937500 Penalty: 1168.362427
	Iteration 0F: 2 clusters Score -164684.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163036.125000 Penalty: 2336.724854
	Iteration 0F: 3 clusters Score -163036.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -163325.593750 Penalty: 2336.724854
	Iteration 1F: 3 clusters Score -163325.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -163412.812500 Penalty: 2336.724854
	Iteration 2F: 3 clusters Score -163412.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -163449.875000 Penalty: 2336.724854
	Iteration 3Q: 3 clusters Score -163449.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -163460.953125 Penalty: 2336.724854
	Iteration 4Q: 3 clusters Score -163461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -163468.203125 Penalty: 2336.724854
	Iteration 5Q: 3 clusters Score -163468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -163474.390625 Penalty: 2336.724854
	Iteration 6Q: 3 clusters Score -163474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -163481.109375 Penalty: 2336.724854
	Iteration 7Q: 3 clusters Score -163481.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -163488.703125 Penalty: 2336.724854
	Iteration 8Q: 3 clusters Score -163488.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -163493.593750 Penalty: 2336.724854
	Iteration 9Q: 3 clusters Score -163493.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -163498.718750 Penalty: 2336.724854
	Iteration 10Q: 3 clusters Score -163498.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -163502.625000 Penalty: 2336.724854
	Iteration 11Q: 3 clusters Score -163502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -163506.109375 Penalty: 2336.724854
	Iteration 12Q: 3 clusters Score -163506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -163509.250000 Penalty: 2336.724854
	Iteration 13Q: 3 clusters Score -163509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -163510.421875 Penalty: 2336.724854
	Iteration 14Q: 3 clusters Score -163510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -163511.250000 Penalty: 2336.724854
	Iteration 15Q: 3 clusters Score -163511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -163511.359375 Penalty: 2336.724854
	Iteration 16Q: 3 clusters Score -163511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -163511.359375 Penalty: 2336.724854
	Iteration 17F: 3 clusters Score -163511.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109923 members 
Entering Unmasked Estep 
Score: -14221385.000000 Penalty: 1886.224487
	Iteration 0F: 2 clusters Score -1.422138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -14157107.000000 Penalty: 3772.448975
	Iteration 0F: 3 clusters Score -1.415711e+07 nChanged 52614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -14187466.000000 Penalty: 3772.448975
	Iteration 1F: 3 clusters Score -1.418747e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -14188225.000000 Penalty: 3772.448975
	Iteration 2Q: 3 clusters Score -1.418822e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -14189231.000000 Penalty: 3772.448975
	Iteration 3Q: 3 clusters Score -1.418923e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -14191014.000000 Penalty: 3772.448975
	Iteration 4Q: 3 clusters Score -1.419101e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -14193685.000000 Penalty: 3772.448975
	Iteration 5Q: 3 clusters Score -1.419368e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -14197290.000000 Penalty: 3772.448975
	Iteration 6F: 3 clusters Score -1.419729e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -14201600.000000 Penalty: 3772.448975
	Iteration 7F: 3 clusters Score -1.42016e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -14205625.000000 Penalty: 3772.448975
	Iteration 8F: 3 clusters Score -1.420562e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -14208384.000000 Penalty: 3772.448975
	Iteration 9F: 3 clusters Score -1.420838e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -14209997.000000 Penalty: 3772.448975
	Iteration 10F: 3 clusters Score -1.421e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -14210741.000000 Penalty: 3772.448975
	Iteration 11Q: 3 clusters Score -1.421074e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -14211339.000000 Penalty: 3772.448975
	Iteration 12Q: 3 clusters Score -1.421134e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -14212052.000000 Penalty: 3772.448975
	Iteration 13Q: 3 clusters Score -1.421205e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -14212949.000000 Penalty: 3772.448975
	Iteration 14Q: 3 clusters Score -1.421295e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -14213945.000000 Penalty: 3772.448975
	Iteration 15Q: 3 clusters Score -1.421394e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -14215081.000000 Penalty: 3772.448975
	Iteration 16Q: 3 clusters Score -1.421508e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -14216178.000000 Penalty: 3772.448975
	Iteration 17Q: 3 clusters Score -1.421618e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 97730 members 
Entering Unmasked Estep 
Score: -14217283.000000 Penalty: 3772.448975
	Iteration 18Q: 3 clusters Score -1.421728e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 100475 members 
Entering Unmasked Estep 
Score: -14218601.000000 Penalty: 3772.448975
	Iteration 19Q: 3 clusters Score -1.42186e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -14219727.000000 Penalty: 3772.448975
	Iteration 20F: 3 clusters Score -1.421973e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -14220419.000000 Penalty: 3772.448975
	Iteration 21Q: 3 clusters Score -1.422042e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 105584 members 
Entering Unmasked Estep 
Score: -14220936.000000 Penalty: 3772.448975
	Iteration 22Q: 3 clusters Score -1.422094e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 106485 members 
Entering Unmasked Estep 
Score: -14221079.000000 Penalty: 3772.448975
	Iteration 23Q: 3 clusters Score -1.422108e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -14221141.000000 Penalty: 3772.448975
	Iteration 24Q: 3 clusters Score -1.422114e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 107482 members 
Entering Unmasked Estep 
Score: -14221123.000000 Penalty: 3772.448975
	Iteration 25Q: 3 clusters Score -1.422112e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
Score: -14221134.000000 Penalty: 3772.448975
	Iteration 26Q: 3 clusters Score -1.422113e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -14221080.000000 Penalty: 3772.448975
	Iteration 27Q: 3 clusters Score -1.422108e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -14221124.000000 Penalty: 3772.448975
	Iteration 28Q: 3 clusters Score -1.422112e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 108170 members 
Entering Unmasked Estep 
Score: -14221118.000000 Penalty: 3772.448975
	Iteration 29Q: 3 clusters Score -1.422112e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -14221113.000000 Penalty: 3772.448975
	Iteration 30Q: 3 clusters Score -1.422111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -14221127.000000 Penalty: 3772.448975
	Iteration 31Q: 3 clusters Score -1.422113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -14221154.000000 Penalty: 3772.448975
	Iteration 32Q: 3 clusters Score -1.422115e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 108317 members 
Entering Unmasked Estep 
Score: -14221171.000000 Penalty: 3772.448975
	Iteration 33Q: 3 clusters Score -1.422117e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 108338 members 
Entering Unmasked Estep 
Score: -14221166.000000 Penalty: 3772.448975
	Iteration 34Q: 3 clusters Score -1.422117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -14221163.000000 Penalty: 3772.448975
	Iteration 35Q: 3 clusters Score -1.422116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -14221149.000000 Penalty: 3772.448975
	Iteration 36Q: 3 clusters Score -1.422115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -14221149.000000 Penalty: 3772.448975
	Iteration 37Q: 3 clusters Score -1.422115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -14221145.000000 Penalty: 3772.448975
	Iteration 38Q: 3 clusters Score -1.422114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 108367 members 
Entering Unmasked Estep 
Score: -14221145.000000 Penalty: 3772.448975
	Iteration 39Q: 3 clusters Score -1.422114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 108368 members 
Entering Unmasked Estep 
Score: -14221145.000000 Penalty: 3772.448975
	Iteration 40F: 3 clusters Score -1.422114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -14221145.000000 Penalty: 3772.448975
	Iteration 41Q: 3 clusters Score -1.422114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -14221145.000000 Penalty: 3772.448975
	Iteration 42F: 3 clusters Score -1.422114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -35884.378906 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -35884.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34955.117188 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -34955.12 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35235.875000 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -35235.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35368.824219 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -35368.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35472.500000 Penalty: 1962.307983
	Iteration 3F: 3 clusters Score -35472.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35536.621094 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -35536.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35572.300781 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -35572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35593.890625 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -35593.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35600.906250 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -35600.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35602.445312 Penalty: 1962.307983
	Iteration 8Q: 3 clusters Score -35602.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35602.445312 Penalty: 1962.307983
	Iteration 9F: 3 clusters Score -35602.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (109686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Entering Unmasked Estep 
Score: -13960166.000000 Penalty: 1885.873779
	Iteration 0F: 2 clusters Score -1.396017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -13888627.000000 Penalty: 3771.747559
	Iteration 0F: 3 clusters Score -1.388863e+07 nChanged 52510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -13920095.000000 Penalty: 3771.747559
	Iteration 1F: 3 clusters Score -1.39201e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -13921484.000000 Penalty: 3771.747559
	Iteration 2Q: 3 clusters Score -1.392148e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -13923612.000000 Penalty: 3771.747559
	Iteration 3Q: 3 clusters Score -1.392361e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -13926850.000000 Penalty: 3771.747559
	Iteration 4F: 3 clusters Score -1.392685e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -13931592.000000 Penalty: 3771.747559
	Iteration 5F: 3 clusters Score -1.393159e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -13937296.000000 Penalty: 3771.747559
	Iteration 6F: 3 clusters Score -1.39373e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -13942162.000000 Penalty: 3771.747559
	Iteration 7F: 3 clusters Score -1.394216e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -13944687.000000 Penalty: 3771.747559
	Iteration 8F: 3 clusters Score -1.394469e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -13945682.000000 Penalty: 3771.747559
	Iteration 9Q: 3 clusters Score -1.394568e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -13946101.000000 Penalty: 3771.747559
	Iteration 10Q: 3 clusters Score -1.39461e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -13946356.000000 Penalty: 3771.747559
	Iteration 11Q: 3 clusters Score -1.394636e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -13946601.000000 Penalty: 3771.747559
	Iteration 12Q: 3 clusters Score -1.39466e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -13946851.000000 Penalty: 3771.747559
	Iteration 13Q: 3 clusters Score -1.394685e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -13947108.000000 Penalty: 3771.747559
	Iteration 14Q: 3 clusters Score -1.394711e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -13947442.000000 Penalty: 3771.747559
	Iteration 15Q: 3 clusters Score -1.394744e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -13947677.000000 Penalty: 3771.747559
	Iteration 16Q: 3 clusters Score -1.394768e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -13948030.000000 Penalty: 3771.747559
	Iteration 17Q: 3 clusters Score -1.394803e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -13948397.000000 Penalty: 3771.747559
	Iteration 18Q: 3 clusters Score -1.39484e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -13948698.000000 Penalty: 3771.747559
	Iteration 19Q: 3 clusters Score -1.39487e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -13949085.000000 Penalty: 3771.747559
	Iteration 20F: 3 clusters Score -1.394908e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -13949423.000000 Penalty: 3771.747559
	Iteration 21Q: 3 clusters Score -1.394942e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -13949732.000000 Penalty: 3771.747559
	Iteration 22Q: 3 clusters Score -1.394973e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -13950126.000000 Penalty: 3771.747559
	Iteration 23Q: 3 clusters Score -1.395013e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -13950518.000000 Penalty: 3771.747559
	Iteration 24Q: 3 clusters Score -1.395052e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -13950913.000000 Penalty: 3771.747559
	Iteration 25Q: 3 clusters Score -1.395091e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -13951353.000000 Penalty: 3771.747559
	Iteration 26Q: 3 clusters Score -1.395135e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -13951839.000000 Penalty: 3771.747559
	Iteration 27Q: 3 clusters Score -1.395184e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -13952298.000000 Penalty: 3771.747559
	Iteration 28Q: 3 clusters Score -1.39523e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -13952859.000000 Penalty: 3771.747559
	Iteration 29Q: 3 clusters Score -1.395286e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -13953403.000000 Penalty: 3771.747559
	Iteration 30Q: 3 clusters Score -1.39534e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96705 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -13953979.000000 Penalty: 3771.747559
	Iteration 31Q: 3 clusters Score -1.395398e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -13954524.000000 Penalty: 3771.747559
	Iteration 32Q: 3 clusters Score -1.395452e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -13955096.000000 Penalty: 3771.747559
	Iteration 33Q: 3 clusters Score -1.39551e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100813 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -13955590.000000 Penalty: 3771.747559
	Iteration 34Q: 3 clusters Score -1.395559e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -13956178.000000 Penalty: 3771.747559
	Iteration 35Q: 3 clusters Score -1.395618e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -13956670.000000 Penalty: 3771.747559
	Iteration 36Q: 3 clusters Score -1.395667e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -13957141.000000 Penalty: 3771.747559
	Iteration 37Q: 3 clusters Score -1.395714e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -13957476.000000 Penalty: 3771.747559
	Iteration 38Q: 3 clusters Score -1.395748e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105760 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -13957796.000000 Penalty: 3771.747559
	Iteration 39Q: 3 clusters Score -1.39578e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106383 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -13957997.000000 Penalty: 3771.747559
	Iteration 40F: 3 clusters Score -1.3958e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -13958183.000000 Penalty: 3771.747559
	Iteration 41Q: 3 clusters Score -1.395818e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -13958383.000000 Penalty: 3771.747559
	Iteration 42Q: 3 clusters Score -1.395838e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107526 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13958479.000000 Penalty: 3771.747559
	Iteration 43Q: 3 clusters Score -1.395848e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -13958539.000000 Penalty: 3771.747559
	Iteration 44Q: 3 clusters Score -1.395854e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107900 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -13958550.000000 Penalty: 3771.747559
	Iteration 45Q: 3 clusters Score -1.395855e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108004 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -13958572.000000 Penalty: 3771.747559
	Iteration 46Q: 3 clusters Score -1.395857e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13958577.000000 Penalty: 3771.747559
	Iteration 47Q: 3 clusters Score -1.395858e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13958596.000000 Penalty: 3771.747559
	Iteration 48Q: 3 clusters Score -1.39586e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108222 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13958607.000000 Penalty: 3771.747559
	Iteration 49Q: 3 clusters Score -1.395861e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108280 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13958627.000000 Penalty: 3771.747559
	Iteration 50Q: 3 clusters Score -1.395863e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -13958632.000000 Penalty: 3771.747559
	Iteration 51Q: 3 clusters Score -1.395863e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13958656.000000 Penalty: 3771.747559
	Iteration 52Q: 3 clusters Score -1.395866e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13958672.000000 Penalty: 3771.747559
	Iteration 53Q: 3 clusters Score -1.395867e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13958666.000000 Penalty: 3771.747559
	Iteration 54Q: 3 clusters Score -1.395867e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13958670.000000 Penalty: 3771.747559
	Iteration 55Q: 3 clusters Score -1.395867e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13958666.000000 Penalty: 3771.747559
	Iteration 56Q: 3 clusters Score -1.395867e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13958669.000000 Penalty: 3771.747559
	Iteration 57Q: 3 clusters Score -1.395867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108584 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13958681.000000 Penalty: 3771.747559
	Iteration 58Q: 3 clusters Score -1.395868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108599 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13958678.000000 Penalty: 3771.747559
	Iteration 59Q: 3 clusters Score -1.395868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13958683.000000 Penalty: 3771.747559
	Iteration 60F: 3 clusters Score -1.395868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13958686.000000 Penalty: 3771.747559
	Iteration 61Q: 3 clusters Score -1.395869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13958686.000000 Penalty: 3771.747559
	Iteration 62Q: 3 clusters Score -1.395869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108641 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -13958683.000000 Penalty: 3771.747559
	Iteration 63Q: 3 clusters Score -1.395868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13958691.000000 Penalty: 3771.747559
	Iteration 64Q: 3 clusters Score -1.395869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108644 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13958696.000000 Penalty: 3771.747559
	Iteration 65Q: 3 clusters Score -1.39587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -13958691.000000 Penalty: 3771.747559
	Iteration 66Q: 3 clusters Score -1.395869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108648 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13958695.000000 Penalty: 3771.747559
	Iteration 67Q: 3 clusters Score -1.39587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13958697.000000 Penalty: 3771.747559
	Iteration 68Q: 3 clusters Score -1.39587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108654 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13958705.000000 Penalty: 3771.747559
	Iteration 69Q: 3 clusters Score -1.39587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108660 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -13958706.000000 Penalty: 3771.747559
	Iteration 70Q: 3 clusters Score -1.395871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108664 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13958709.000000 Penalty: 3771.747559
	Iteration 71Q: 3 clusters Score -1.395871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -13958714.000000 Penalty: 3771.747559
	Iteration 72Q: 3 clusters Score -1.395871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13958723.000000 Penalty: 3771.747559
	Iteration 73Q: 3 clusters Score -1.395872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13958720.000000 Penalty: 3771.747559
	Iteration 74Q: 3 clusters Score -1.395872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108680 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13958714.000000 Penalty: 3771.747559
	Iteration 75Q: 3 clusters Score -1.395871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -13958721.000000 Penalty: 3771.747559
	Iteration 76Q: 3 clusters Score -1.395872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13958717.000000 Penalty: 3771.747559
	Iteration 77Q: 3 clusters Score -1.395872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108689 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13958715.000000 Penalty: 3771.747559
	Iteration 78Q: 3 clusters Score -1.395872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108697 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13958733.000000 Penalty: 3771.747559
	Iteration 79Q: 3 clusters Score -1.395873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13958725.000000 Penalty: 3771.747559
	Iteration 80F: 3 clusters Score -1.395872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13958708.000000 Penalty: 3771.747559
	Iteration 81Q: 3 clusters Score -1.395871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108713 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13958728.000000 Penalty: 3771.747559
	Iteration 82Q: 3 clusters Score -1.395873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13958716.000000 Penalty: 3771.747559
	Iteration 83Q: 3 clusters Score -1.395872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108727 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13958728.000000 Penalty: 3771.747559
	Iteration 84Q: 3 clusters Score -1.395873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13958734.000000 Penalty: 3771.747559
	Iteration 85Q: 3 clusters Score -1.395873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13958733.000000 Penalty: 3771.747559
	Iteration 86Q: 3 clusters Score -1.395873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13958736.000000 Penalty: 3771.747559
	Iteration 87Q: 3 clusters Score -1.395874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13958742.000000 Penalty: 3771.747559
	Iteration 88Q: 3 clusters Score -1.395874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13958738.000000 Penalty: 3771.747559
	Iteration 89Q: 3 clusters Score -1.395874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108758 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -13958737.000000 Penalty: 3771.747559
	Iteration 90Q: 3 clusters Score -1.395874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13958752.000000 Penalty: 3771.747559
	Iteration 91Q: 3 clusters Score -1.395875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13958748.000000 Penalty: 3771.747559
	Iteration 92Q: 3 clusters Score -1.395875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -13958744.000000 Penalty: 3771.747559
	Iteration 93Q: 3 clusters Score -1.395874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13958744.000000 Penalty: 3771.747559
	Iteration 94Q: 3 clusters Score -1.395874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -13958759.000000 Penalty: 3771.747559
	Iteration 95Q: 3 clusters Score -1.395876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13958762.000000 Penalty: 3771.747559
	Iteration 96Q: 3 clusters Score -1.395876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13958765.000000 Penalty: 3771.747559
	Iteration 97Q: 3 clusters Score -1.395876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13958753.000000 Penalty: 3771.747559
	Iteration 98Q: 3 clusters Score -1.395875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13958750.000000 Penalty: 3771.747559
	Iteration 99Q: 3 clusters Score -1.395875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13958739.000000 Penalty: 3771.747559
	Iteration 100F: 3 clusters Score -1.395874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13958747.000000 Penalty: 3771.747559
	Iteration 101Q: 3 clusters Score -1.395875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13958747.000000 Penalty: 3771.747559
	Iteration 102Q: 3 clusters Score -1.395875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13958748.000000 Penalty: 3771.747559
	Iteration 103Q: 3 clusters Score -1.395875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13958744.000000 Penalty: 3771.747559
	Iteration 104Q: 3 clusters Score -1.395874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108838 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13958761.000000 Penalty: 3771.747559
	Iteration 105Q: 3 clusters Score -1.395876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -13958763.000000 Penalty: 3771.747559
	Iteration 106Q: 3 clusters Score -1.395876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -13958762.000000 Penalty: 3771.747559
	Iteration 107Q: 3 clusters Score -1.395876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -13958753.000000 Penalty: 3771.747559
	Iteration 108Q: 3 clusters Score -1.395875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13958759.000000 Penalty: 3771.747559
	Iteration 109Q: 3 clusters Score -1.395876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108854 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13958768.000000 Penalty: 3771.747559
	Iteration 110Q: 3 clusters Score -1.395877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108861 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -13958769.000000 Penalty: 3771.747559
	Iteration 111Q: 3 clusters Score -1.395877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13958759.000000 Penalty: 3771.747559
	Iteration 112Q: 3 clusters Score -1.395876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -13958754.000000 Penalty: 3771.747559
	Iteration 113Q: 3 clusters Score -1.395875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13958765.000000 Penalty: 3771.747559
	Iteration 114Q: 3 clusters Score -1.395876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -13958763.000000 Penalty: 3771.747559
	Iteration 115Q: 3 clusters Score -1.395876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108874 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13958767.000000 Penalty: 3771.747559
	Iteration 116Q: 3 clusters Score -1.395877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13958763.000000 Penalty: 3771.747559
	Iteration 117Q: 3 clusters Score -1.395876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13958761.000000 Penalty: 3771.747559
	Iteration 118Q: 3 clusters Score -1.395876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13958758.000000 Penalty: 3771.747559
	Iteration 119Q: 3 clusters Score -1.395876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13958765.000000 Penalty: 3771.747559
	Iteration 120F: 3 clusters Score -1.395876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -56491.816406 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -56491.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55496.625000 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -55496.62 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55848.355469 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -55848.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56040.394531 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -56040.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56142.367188 Penalty: 2031.868774
	Iteration 3F: 3 clusters Score -56142.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56178.843750 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -56178.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56197.425781 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -56197.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56222.769531 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -56222.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56236.585938 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -56236.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56240.535156 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -56240.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56242.480469 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -56242.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56243.054688 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -56243.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56243.054688 Penalty: 2031.868774
	Iteration 11F: 3 clusters Score -56243.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Entering Unmasked Estep 
Score: -2820644.250000 Penalty: 1628.065918
	Iteration 0F: 2 clusters Score -2820644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2805419.750000 Penalty: 3256.131836
	Iteration 0F: 3 clusters Score -2805420 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2811062.250000 Penalty: 3256.131836
	Iteration 1F: 3 clusters Score -2811062 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2811370.000000 Penalty: 3256.131836
	Iteration 2Q: 3 clusters Score -2811370 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2811723.500000 Penalty: 3256.131836
	Iteration 3Q: 3 clusters Score -2811724 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2812154.750000 Penalty: 3256.131836
	Iteration 4Q: 3 clusters Score -2812155 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2812712.500000 Penalty: 3256.131836
	Iteration 5Q: 3 clusters Score -2812712 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2813535.000000 Penalty: 3256.131836
	Iteration 6F: 3 clusters Score -2813535 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2814629.000000 Penalty: 3256.131836
	Iteration 7F: 3 clusters Score -2814629 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2815988.500000 Penalty: 3256.131836
	Iteration 8F: 3 clusters Score -2815988 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2817299.000000 Penalty: 3256.131836
	Iteration 9F: 3 clusters Score -2817299 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2818285.250000 Penalty: 3256.131836
	Iteration 10F: 3 clusters Score -2818285 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2818965.000000 Penalty: 3256.131836
	Iteration 11Q: 3 clusters Score -2818965 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2819375.750000 Penalty: 3256.131836
	Iteration 12Q: 3 clusters Score -2819376 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2819618.000000 Penalty: 3256.131836
	Iteration 13Q: 3 clusters Score -2819618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2819774.750000 Penalty: 3256.131836
	Iteration 14Q: 3 clusters Score -2819775 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2819856.250000 Penalty: 3256.131836
	Iteration 15Q: 3 clusters Score -2819856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2819916.750000 Penalty: 3256.131836
	Iteration 16Q: 3 clusters Score -2819917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2819968.000000 Penalty: 3256.131836
	Iteration 17Q: 3 clusters Score -2819968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2819995.250000 Penalty: 3256.131836
	Iteration 18Q: 3 clusters Score -2819995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2820010.750000 Penalty: 3256.131836
	Iteration 19Q: 3 clusters Score -2820011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2820016.250000 Penalty: 3256.131836
	Iteration 20F: 3 clusters Score -2820016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2820025.000000 Penalty: 3256.131836
	Iteration 21Q: 3 clusters Score -2820025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2820027.250000 Penalty: 3256.131836
	Iteration 22Q: 3 clusters Score -2820027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2820026.500000 Penalty: 3256.131836
	Iteration 23Q: 3 clusters Score -2820026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2820029.750000 Penalty: 3256.131836
	Iteration 24Q: 3 clusters Score -2820030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2820034.750000 Penalty: 3256.131836
	Iteration 25Q: 3 clusters Score -2820035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2820040.000000 Penalty: 3256.131836
	Iteration 26Q: 3 clusters Score -2820040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2820037.750000 Penalty: 3256.131836
	Iteration 27Q: 3 clusters Score -2820038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2820040.000000 Penalty: 3256.131836
	Iteration 28Q: 3 clusters Score -2820040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2820040.000000 Penalty: 3256.131836
	Iteration 29F: 3 clusters Score -2820040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Entering Unmasked Estep 
Score: -441874.187500 Penalty: 1330.119385
	Iteration 0F: 2 clusters Score -441874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -438769.031250 Penalty: 2660.238770
	Iteration 0F: 3 clusters Score -438769 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -439497.375000 Penalty: 2660.238770
	Iteration 1F: 3 clusters Score -439497.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -439656.937500 Penalty: 2660.238770
	Iteration 2F: 3 clusters Score -439656.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -439758.625000 Penalty: 2660.238770
	Iteration 3F: 3 clusters Score -439758.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -439839.375000 Penalty: 2660.238770
	Iteration 4Q: 3 clusters Score -439839.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -439920.875000 Penalty: 2660.238770
	Iteration 5Q: 3 clusters Score -439920.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -440021.593750 Penalty: 2660.238770
	Iteration 6Q: 3 clusters Score -440021.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -440149.281250 Penalty: 2660.238770
	Iteration 7Q: 3 clusters Score -440149.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -440299.812500 Penalty: 2660.238770
	Iteration 8F: 3 clusters Score -440299.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -440474.031250 Penalty: 2660.238770
	Iteration 9F: 3 clusters Score -440474 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -440654.406250 Penalty: 2660.238770
	Iteration 10F: 3 clusters Score -440654.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -440855.718750 Penalty: 2660.238770
	Iteration 11F: 3 clusters Score -440855.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -441006.093750 Penalty: 2660.238770
	Iteration 12F: 3 clusters Score -441006.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -441115.281250 Penalty: 2660.238770
	Iteration 13Q: 3 clusters Score -441115.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -441195.375000 Penalty: 2660.238770
	Iteration 14Q: 3 clusters Score -441195.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -441240.250000 Penalty: 2660.238770
	Iteration 15Q: 3 clusters Score -441240.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -441284.062500 Penalty: 2660.238770
	Iteration 16Q: 3 clusters Score -441284.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -441305.750000 Penalty: 2660.238770
	Iteration 17Q: 3 clusters Score -441305.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -441325.343750 Penalty: 2660.238770
	Iteration 18Q: 3 clusters Score -441325.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -441336.000000 Penalty: 2660.238770
	Iteration 19Q: 3 clusters Score -441336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -441342.156250 Penalty: 2660.238770
	Iteration 20F: 3 clusters Score -441342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -441347.125000 Penalty: 2660.238770
	Iteration 21Q: 3 clusters Score -441347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -441348.093750 Penalty: 2660.238770
	Iteration 22Q: 3 clusters Score -441348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -441348.593750 Penalty: 2660.238770
	Iteration 23Q: 3 clusters Score -441348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -441349.562500 Penalty: 2660.238770
	Iteration 24Q: 3 clusters Score -441349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -441349.812500 Penalty: 2660.238770
	Iteration 25Q: 3 clusters Score -441349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -441351.093750 Penalty: 2660.238770
	Iteration 26Q: 3 clusters Score -441351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -441352.781250 Penalty: 2660.238770
	Iteration 27Q: 3 clusters Score -441352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -441353.281250 Penalty: 2660.238770
	Iteration 28Q: 3 clusters Score -441353.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -441353.281250 Penalty: 2660.238770
	Iteration 29F: 3 clusters Score -441353.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -8771.176758 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -8771.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7960.867188 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -7960.867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8231.924805 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -8231.925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8364.277344 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -8364.277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8463.150391 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -8463.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8510.591797 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -8510.592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8607.616211 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -8607.616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8638.669922 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -8638.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8656.569336 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -8656.569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8685.043945 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -8685.044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8686.838867 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -8686.839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8689.632812 Penalty: 1824.266602
	Iteration 10F: 3 clusters Score -8689.633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8695.471680 Penalty: 1824.266602
	Iteration 11Q: 3 clusters Score -8695.472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8695.471680 Penalty: 1824.266602
	Iteration 12F: 3 clusters Score -8695.472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19167.984375 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19167.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18406.119141 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -18406.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18668.720703 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -18668.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18760.082031 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -18760.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18820.953125 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -18820.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18983.078125 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -18983.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19038.212891 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -19038.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19052.052734 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -19052.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19091.431641 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -19091.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19099.021484 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -19099.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19101.474609 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -19101.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19105.558594 Penalty: 1852.644165
	Iteration 10Q: 3 clusters Score -19105.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19132.804688 Penalty: 1852.644165
	Iteration 11Q: 3 clusters Score -19132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19145.591797 Penalty: 1852.644165
	Iteration 12F: 3 clusters Score -19145.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19186.791016 Penalty: 1852.644165
	Iteration 13Q: 3 clusters Score -19186.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19214.238281 Penalty: 1852.644165
	Iteration 14Q: 3 clusters Score -19214.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19234.251953 Penalty: 1852.644165
	Iteration 15Q: 3 clusters Score -19234.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19242.318359 Penalty: 1852.644165
	Iteration 16Q: 3 clusters Score -19242.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19242.318359 Penalty: 1852.644165
	Iteration 17F: 3 clusters Score -19242.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31585 members 
Mstep: Class 3 contains 26527 members 
Mstep: Class 4 contains 110557 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 109923 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109686 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22446 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 141 members 
Mstep: Class 14 contains 25994 members 
Mstep: Class 15 contains 98555 members 
Mstep: Class 16 contains 32186 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 158 members 
Mstep: Class 19 contains 2299 members 
Entering Unmasked Estep 
Score: -72802536.000000 Penalty: 40969.332031
Splitting cluster 13 changes total score from -72803808.000000 to -72802536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (25994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Entering Unmasked Estep 
Score: -3317122.500000 Penalty: 1651.913330
	Iteration 0F: 2 clusters Score -3317122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3299592.750000 Penalty: 3303.826660
	Iteration 0F: 3 clusters Score -3299593 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3306143.500000 Penalty: 3303.826660
	Iteration 1F: 3 clusters Score -3306144 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3306636.750000 Penalty: 3303.826660
	Iteration 2Q: 3 clusters Score -3306637 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3307133.000000 Penalty: 3303.826660
	Iteration 3Q: 3 clusters Score -3307133 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3307807.250000 Penalty: 3303.826660
	Iteration 4Q: 3 clusters Score -3307807 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3308607.500000 Penalty: 3303.826660
	Iteration 5Q: 3 clusters Score -3308608 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3309603.500000 Penalty: 3303.826660
	Iteration 6F: 3 clusters Score -3309604 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3310626.750000 Penalty: 3303.826660
	Iteration 7F: 3 clusters Score -3310627 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3311617.750000 Penalty: 3303.826660
	Iteration 8F: 3 clusters Score -3311618 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3312520.000000 Penalty: 3303.826660
	Iteration 9Q: 3 clusters Score -3312520 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3313248.750000 Penalty: 3303.826660
	Iteration 10Q: 3 clusters Score -3313249 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3313796.750000 Penalty: 3303.826660
	Iteration 11Q: 3 clusters Score -3313797 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3314222.250000 Penalty: 3303.826660
	Iteration 12Q: 3 clusters Score -3314222 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3314569.250000 Penalty: 3303.826660
	Iteration 13Q: 3 clusters Score -3314569 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3314831.750000 Penalty: 3303.826660
	Iteration 14Q: 3 clusters Score -3314832 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3315004.000000 Penalty: 3303.826660
	Iteration 15Q: 3 clusters Score -3315004 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3315139.000000 Penalty: 3303.826660
	Iteration 16Q: 3 clusters Score -3315139 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3315222.500000 Penalty: 3303.826660
	Iteration 17Q: 3 clusters Score -3315222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3315303.250000 Penalty: 3303.826660
	Iteration 18Q: 3 clusters Score -3315303 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3315376.000000 Penalty: 3303.826660
	Iteration 19Q: 3 clusters Score -3315376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3315425.000000 Penalty: 3303.826660
	Iteration 20F: 3 clusters Score -3315425 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3315469.000000 Penalty: 3303.826660
	Iteration 21Q: 3 clusters Score -3315469 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3315513.000000 Penalty: 3303.826660
	Iteration 22Q: 3 clusters Score -3315513 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3315552.000000 Penalty: 3303.826660
	Iteration 23Q: 3 clusters Score -3315552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3315586.750000 Penalty: 3303.826660
	Iteration 24Q: 3 clusters Score -3315587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3315612.500000 Penalty: 3303.826660
	Iteration 25Q: 3 clusters Score -3315612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3315633.500000 Penalty: 3303.826660
	Iteration 26Q: 3 clusters Score -3315634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3315659.000000 Penalty: 3303.826660
	Iteration 27Q: 3 clusters Score -3315659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3315666.250000 Penalty: 3303.826660
	Iteration 28Q: 3 clusters Score -3315666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3315671.500000 Penalty: 3303.826660
	Iteration 29Q: 3 clusters Score -3315672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3315683.250000 Penalty: 3303.826660
	Iteration 30Q: 3 clusters Score -3315683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3315688.500000 Penalty: 3303.826660
	Iteration 31Q: 3 clusters Score -3315688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3315701.000000 Penalty: 3303.826660
	Iteration 32Q: 3 clusters Score -3315701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3315699.500000 Penalty: 3303.826660
	Iteration 33Q: 3 clusters Score -3315700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3315705.750000 Penalty: 3303.826660
	Iteration 34Q: 3 clusters Score -3315706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3315710.250000 Penalty: 3303.826660
	Iteration 35Q: 3 clusters Score -3315710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3315713.250000 Penalty: 3303.826660
	Iteration 36Q: 3 clusters Score -3315713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3315713.000000 Penalty: 3303.826660
	Iteration 37Q: 3 clusters Score -3315713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3315714.250000 Penalty: 3303.826660
	Iteration 38Q: 3 clusters Score -3315714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3315717.750000 Penalty: 3303.826660
	Iteration 39Q: 3 clusters Score -3315718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3315721.500000 Penalty: 3303.826660
	Iteration 40F: 3 clusters Score -3315722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3315725.500000 Penalty: 3303.826660
	Iteration 41Q: 3 clusters Score -3315726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3315728.500000 Penalty: 3303.826660
	Iteration 42Q: 3 clusters Score -3315728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3315724.000000 Penalty: 3303.826660
	Iteration 43Q: 3 clusters Score -3315724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3315731.250000 Penalty: 3303.826660
	Iteration 44Q: 3 clusters Score -3315731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3315730.500000 Penalty: 3303.826660
	Iteration 45Q: 3 clusters Score -3315730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3315732.750000 Penalty: 3303.826660
	Iteration 46Q: 3 clusters Score -3315733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3315735.250000 Penalty: 3303.826660
	Iteration 47Q: 3 clusters Score -3315735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3315738.000000 Penalty: 3303.826660
	Iteration 48Q: 3 clusters Score -3315738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3315742.000000 Penalty: 3303.826660
	Iteration 49Q: 3 clusters Score -3315742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3315749.000000 Penalty: 3303.826660
	Iteration 50Q: 3 clusters Score -3315749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3315750.750000 Penalty: 3303.826660
	Iteration 51Q: 3 clusters Score -3315751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3315752.750000 Penalty: 3303.826660
	Iteration 52Q: 3 clusters Score -3315753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3315751.000000 Penalty: 3303.826660
	Iteration 53Q: 3 clusters Score -3315751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3315751.750000 Penalty: 3303.826660
	Iteration 54Q: 3 clusters Score -3315752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3315751.750000 Penalty: 3303.826660
	Iteration 55F: 3 clusters Score -3315752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (98555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Entering Unmasked Estep 
Score: -12514472.000000 Penalty: 1868.485107
	Iteration 0F: 2 clusters Score -1.251447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -12449080.000000 Penalty: 3736.970215
	Iteration 0F: 3 clusters Score -1.244908e+07 nChanged 47040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -12476448.000000 Penalty: 3736.970215
	Iteration 1F: 3 clusters Score -1.247645e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -12477399.000000 Penalty: 3736.970215
	Iteration 2Q: 3 clusters Score -1.24774e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -12478675.000000 Penalty: 3736.970215
	Iteration 3Q: 3 clusters Score -1.247868e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -12480630.000000 Penalty: 3736.970215
	Iteration 4Q: 3 clusters Score -1.248063e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -12483447.000000 Penalty: 3736.970215
	Iteration 5F: 3 clusters Score -1.248345e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -12487924.000000 Penalty: 3736.970215
	Iteration 6F: 3 clusters Score -1.248792e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -12493493.000000 Penalty: 3736.970215
	Iteration 7F: 3 clusters Score -1.249349e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -12499602.000000 Penalty: 3736.970215
	Iteration 8F: 3 clusters Score -1.24996e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -12504554.000000 Penalty: 3736.970215
	Iteration 9F: 3 clusters Score -1.250455e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -12507924.000000 Penalty: 3736.970215
	Iteration 10Q: 3 clusters Score -1.250792e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -12509939.000000 Penalty: 3736.970215
	Iteration 11Q: 3 clusters Score -1.250994e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -12511060.000000 Penalty: 3736.970215
	Iteration 12Q: 3 clusters Score -1.251106e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -12511677.000000 Penalty: 3736.970215
	Iteration 13Q: 3 clusters Score -1.251168e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -12512012.000000 Penalty: 3736.970215
	Iteration 14Q: 3 clusters Score -1.251201e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -12512189.000000 Penalty: 3736.970215
	Iteration 15Q: 3 clusters Score -1.251219e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -12512342.000000 Penalty: 3736.970215
	Iteration 16Q: 3 clusters Score -1.251234e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -12512471.000000 Penalty: 3736.970215
	Iteration 17Q: 3 clusters Score -1.251247e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -12512574.000000 Penalty: 3736.970215
	Iteration 18Q: 3 clusters Score -1.251257e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -12512697.000000 Penalty: 3736.970215
	Iteration 19Q: 3 clusters Score -1.25127e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -12512758.000000 Penalty: 3736.970215
	Iteration 20F: 3 clusters Score -1.251276e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -12512815.000000 Penalty: 3736.970215
	Iteration 21Q: 3 clusters Score -1.251282e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -12512854.000000 Penalty: 3736.970215
	Iteration 22Q: 3 clusters Score -1.251285e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96619 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12512902.000000 Penalty: 3736.970215
	Iteration 23Q: 3 clusters Score -1.25129e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -12512921.000000 Penalty: 3736.970215
	Iteration 24Q: 3 clusters Score -1.251292e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -12512920.000000 Penalty: 3736.970215
	Iteration 25Q: 3 clusters Score -1.251292e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -12512944.000000 Penalty: 3736.970215
	Iteration 26Q: 3 clusters Score -1.251294e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -12512971.000000 Penalty: 3736.970215
	Iteration 27Q: 3 clusters Score -1.251297e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97121 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -12512997.000000 Penalty: 3736.970215
	Iteration 28Q: 3 clusters Score -1.2513e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -12513017.000000 Penalty: 3736.970215
	Iteration 29Q: 3 clusters Score -1.251302e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12513011.000000 Penalty: 3736.970215
	Iteration 30Q: 3 clusters Score -1.251301e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -12513022.000000 Penalty: 3736.970215
	Iteration 31Q: 3 clusters Score -1.251302e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12513042.000000 Penalty: 3736.970215
	Iteration 32Q: 3 clusters Score -1.251304e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12513078.000000 Penalty: 3736.970215
	Iteration 33Q: 3 clusters Score -1.251308e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12513111.000000 Penalty: 3736.970215
	Iteration 34Q: 3 clusters Score -1.251311e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12513093.000000 Penalty: 3736.970215
	Iteration 35Q: 3 clusters Score -1.251309e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97494 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12513108.000000 Penalty: 3736.970215
	Iteration 36Q: 3 clusters Score -1.251311e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12513098.000000 Penalty: 3736.970215
	Iteration 37Q: 3 clusters Score -1.25131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12513114.000000 Penalty: 3736.970215
	Iteration 38Q: 3 clusters Score -1.251311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12513119.000000 Penalty: 3736.970215
	Iteration 39Q: 3 clusters Score -1.251312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97597 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12513114.000000 Penalty: 3736.970215
	Iteration 40F: 3 clusters Score -1.251311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97618 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12513109.000000 Penalty: 3736.970215
	Iteration 41Q: 3 clusters Score -1.251311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97639 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12513117.000000 Penalty: 3736.970215
	Iteration 42Q: 3 clusters Score -1.251312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97657 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12513121.000000 Penalty: 3736.970215
	Iteration 43Q: 3 clusters Score -1.251312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12513126.000000 Penalty: 3736.970215
	Iteration 44Q: 3 clusters Score -1.251313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97679 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12513136.000000 Penalty: 3736.970215
	Iteration 45Q: 3 clusters Score -1.251314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12513136.000000 Penalty: 3736.970215
	Iteration 46Q: 3 clusters Score -1.251314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12513145.000000 Penalty: 3736.970215
	Iteration 47Q: 3 clusters Score -1.251314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12513153.000000 Penalty: 3736.970215
	Iteration 48Q: 3 clusters Score -1.251315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12513144.000000 Penalty: 3736.970215
	Iteration 49Q: 3 clusters Score -1.251314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12513149.000000 Penalty: 3736.970215
	Iteration 50Q: 3 clusters Score -1.251315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97718 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12513143.000000 Penalty: 3736.970215
	Iteration 51Q: 3 clusters Score -1.251314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12513148.000000 Penalty: 3736.970215
	Iteration 52Q: 3 clusters Score -1.251315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97724 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12513148.000000 Penalty: 3736.970215
	Iteration 53Q: 3 clusters Score -1.251315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97725 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12513141.000000 Penalty: 3736.970215
	Iteration 54Q: 3 clusters Score -1.251314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12513134.000000 Penalty: 3736.970215
	Iteration 55Q: 3 clusters Score -1.251313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97729 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12513141.000000 Penalty: 3736.970215
	Iteration 56Q: 3 clusters Score -1.251314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97729 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12513141.000000 Penalty: 3736.970215
	Iteration 57F: 3 clusters Score -1.251314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Entering Unmasked Estep 
Score: -4152869.500000 Penalty: 1686.634155
	Iteration 0F: 2 clusters Score -4152870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4131268.250000 Penalty: 3373.268311
	Iteration 0F: 3 clusters Score -4131268 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4139443.750000 Penalty: 3373.268311
	Iteration 1F: 3 clusters Score -4139444 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4139904.750000 Penalty: 3373.268311
	Iteration 2Q: 3 clusters Score -4139905 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4140313.000000 Penalty: 3373.268311
	Iteration 3Q: 3 clusters Score -4140313 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4140742.750000 Penalty: 3373.268311
	Iteration 4Q: 3 clusters Score -4140743 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4141305.750000 Penalty: 3373.268311
	Iteration 5Q: 3 clusters Score -4141306 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4142192.000000 Penalty: 3373.268311
	Iteration 6F: 3 clusters Score -4142192 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4143539.250000 Penalty: 3373.268311
	Iteration 7F: 3 clusters Score -4143539 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4145463.000000 Penalty: 3373.268311
	Iteration 8F: 3 clusters Score -4145463 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -4147425.000000 Penalty: 3373.268311
	Iteration 9F: 3 clusters Score -4147425 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4148563.750000 Penalty: 3373.268311
	Iteration 10Q: 3 clusters Score -4148564 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -4149002.500000 Penalty: 3373.268311
	Iteration 11Q: 3 clusters Score -4149002 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4149223.000000 Penalty: 3373.268311
	Iteration 12Q: 3 clusters Score -4149223 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4149370.750000 Penalty: 3373.268311
	Iteration 13Q: 3 clusters Score -4149371 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -4149512.000000 Penalty: 3373.268311
	Iteration 14Q: 3 clusters Score -4149512 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -4149633.500000 Penalty: 3373.268311
	Iteration 15Q: 3 clusters Score -4149634 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -4149725.000000 Penalty: 3373.268311
	Iteration 16Q: 3 clusters Score -4149725 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -4149821.250000 Penalty: 3373.268311
	Iteration 17Q: 3 clusters Score -4149821 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -4149906.750000 Penalty: 3373.268311
	Iteration 18Q: 3 clusters Score -4149907 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4149988.500000 Penalty: 3373.268311
	Iteration 19Q: 3 clusters Score -4149988 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -4150072.750000 Penalty: 3373.268311
	Iteration 20F: 3 clusters Score -4150073 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -4150134.000000 Penalty: 3373.268311
	Iteration 21Q: 3 clusters Score -4150134 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -4150209.750000 Penalty: 3373.268311
	Iteration 22Q: 3 clusters Score -4150210 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4150280.000000 Penalty: 3373.268311
	Iteration 23Q: 3 clusters Score -4150280 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -4150349.000000 Penalty: 3373.268311
	Iteration 24Q: 3 clusters Score -4150349 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4150453.750000 Penalty: 3373.268311
	Iteration 25Q: 3 clusters Score -4150454 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4150538.500000 Penalty: 3373.268311
	Iteration 26Q: 3 clusters Score -4150538 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -4150617.250000 Penalty: 3373.268311
	Iteration 27Q: 3 clusters Score -4150617 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -4150698.750000 Penalty: 3373.268311
	Iteration 28Q: 3 clusters Score -4150699 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4150779.750000 Penalty: 3373.268311
	Iteration 29Q: 3 clusters Score -4150780 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -4150816.250000 Penalty: 3373.268311
	Iteration 30Q: 3 clusters Score -4150816 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -4150877.750000 Penalty: 3373.268311
	Iteration 31Q: 3 clusters Score -4150878 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4150927.250000 Penalty: 3373.268311
	Iteration 32Q: 3 clusters Score -4150927 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4150955.000000 Penalty: 3373.268311
	Iteration 33Q: 3 clusters Score -4150955 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4150987.500000 Penalty: 3373.268311
	Iteration 34Q: 3 clusters Score -4150988 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4151042.000000 Penalty: 3373.268311
	Iteration 35Q: 3 clusters Score -4151042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -4151096.500000 Penalty: 3373.268311
	Iteration 36Q: 3 clusters Score -4151096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4151158.250000 Penalty: 3373.268311
	Iteration 37Q: 3 clusters Score -4151158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4151202.750000 Penalty: 3373.268311
	Iteration 38Q: 3 clusters Score -4151203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4151236.000000 Penalty: 3373.268311
	Iteration 39Q: 3 clusters Score -4151236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4151250.500000 Penalty: 3373.268311
	Iteration 40F: 3 clusters Score -4151250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4151260.750000 Penalty: 3373.268311
	Iteration 41Q: 3 clusters Score -4151261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4151277.750000 Penalty: 3373.268311
	Iteration 42Q: 3 clusters Score -4151278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -4151292.250000 Penalty: 3373.268311
	Iteration 43Q: 3 clusters Score -4151292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4151303.000000 Penalty: 3373.268311
	Iteration 44Q: 3 clusters Score -4151303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4151315.500000 Penalty: 3373.268311
	Iteration 45Q: 3 clusters Score -4151316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4151325.000000 Penalty: 3373.268311
	Iteration 46Q: 3 clusters Score -4151325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -4151328.250000 Penalty: 3373.268311
	Iteration 47Q: 3 clusters Score -4151328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4151343.000000 Penalty: 3373.268311
	Iteration 48Q: 3 clusters Score -4151343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4151357.500000 Penalty: 3373.268311
	Iteration 49Q: 3 clusters Score -4151358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4151360.250000 Penalty: 3373.268311
	Iteration 50Q: 3 clusters Score -4151360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4151359.000000 Penalty: 3373.268311
	Iteration 51Q: 3 clusters Score -4151359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4151366.750000 Penalty: 3373.268311
	Iteration 52Q: 3 clusters Score -4151367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -4151377.750000 Penalty: 3373.268311
	Iteration 53Q: 3 clusters Score -4151378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4151375.750000 Penalty: 3373.268311
	Iteration 54Q: 3 clusters Score -4151376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4151381.000000 Penalty: 3373.268311
	Iteration 55Q: 3 clusters Score -4151381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4151383.750000 Penalty: 3373.268311
	Iteration 56Q: 3 clusters Score -4151384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4151391.500000 Penalty: 3373.268311
	Iteration 57Q: 3 clusters Score -4151392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4151396.000000 Penalty: 3373.268311
	Iteration 58Q: 3 clusters Score -4151396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4151393.000000 Penalty: 3373.268311
	Iteration 59Q: 3 clusters Score -4151393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4151399.000000 Penalty: 3373.268311
	Iteration 60F: 3 clusters Score -4151399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4151398.250000 Penalty: 3373.268311
	Iteration 61Q: 3 clusters Score -4151398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -4151399.500000 Penalty: 3373.268311
	Iteration 62Q: 3 clusters Score -4151400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4151398.250000 Penalty: 3373.268311
	Iteration 63Q: 3 clusters Score -4151398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -4151398.000000 Penalty: 3373.268311
	Iteration 64Q: 3 clusters Score -4151398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4151402.000000 Penalty: 3373.268311
	Iteration 65Q: 3 clusters Score -4151402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4151405.250000 Penalty: 3373.268311
	Iteration 66Q: 3 clusters Score -4151405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4151406.250000 Penalty: 3373.268311
	Iteration 67Q: 3 clusters Score -4151406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4151408.250000 Penalty: 3373.268311
	Iteration 68Q: 3 clusters Score -4151408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4151409.000000 Penalty: 3373.268311
	Iteration 69Q: 3 clusters Score -4151409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4151410.750000 Penalty: 3373.268311
	Iteration 70Q: 3 clusters Score -4151411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4151412.250000 Penalty: 3373.268311
	Iteration 71Q: 3 clusters Score -4151412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4151413.250000 Penalty: 3373.268311
	Iteration 72Q: 3 clusters Score -4151413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4151413.250000 Penalty: 3373.268311
	Iteration 73F: 3 clusters Score -4151413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -292504.250000 Penalty: 1253.489990
	Iteration 0F: 2 clusters Score -292504.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -290260.125000 Penalty: 2506.979980
	Iteration 0F: 3 clusters Score -290260.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290723.000000 Penalty: 2506.979980
	Iteration 1F: 3 clusters Score -290723 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -290832.406250 Penalty: 2506.979980
	Iteration 2F: 3 clusters Score -290832.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -290888.156250 Penalty: 2506.979980
	Iteration 3Q: 3 clusters Score -290888.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -290932.718750 Penalty: 2506.979980
	Iteration 4Q: 3 clusters Score -290932.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290968.750000 Penalty: 2506.979980
	Iteration 5Q: 3 clusters Score -290968.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -291007.500000 Penalty: 2506.979980
	Iteration 6Q: 3 clusters Score -291007.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -291053.875000 Penalty: 2506.979980
	Iteration 7Q: 3 clusters Score -291053.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -291101.656250 Penalty: 2506.979980
	Iteration 8Q: 3 clusters Score -291101.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -291164.531250 Penalty: 2506.979980
	Iteration 9Q: 3 clusters Score -291164.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -291225.593750 Penalty: 2506.979980
	Iteration 10Q: 3 clusters Score -291225.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -291272.937500 Penalty: 2506.979980
	Iteration 11Q: 3 clusters Score -291272.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -291304.906250 Penalty: 2506.979980
	Iteration 12Q: 3 clusters Score -291304.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -291344.031250 Penalty: 2506.979980
	Iteration 13Q: 3 clusters Score -291344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -291390.906250 Penalty: 2506.979980
	Iteration 14Q: 3 clusters Score -291390.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -291434.000000 Penalty: 2506.979980
	Iteration 15Q: 3 clusters Score -291434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -291471.156250 Penalty: 2506.979980
	Iteration 16Q: 3 clusters Score -291471.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -291491.718750 Penalty: 2506.979980
	Iteration 17Q: 3 clusters Score -291491.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -291505.531250 Penalty: 2506.979980
	Iteration 18Q: 3 clusters Score -291505.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -291521.281250 Penalty: 2506.979980
	Iteration 19Q: 3 clusters Score -291521.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -291530.406250 Penalty: 2506.979980
	Iteration 20F: 3 clusters Score -291530.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -291534.625000 Penalty: 2506.979980
	Iteration 21Q: 3 clusters Score -291534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -291540.375000 Penalty: 2506.979980
	Iteration 22Q: 3 clusters Score -291540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -291542.875000 Penalty: 2506.979980
	Iteration 23Q: 3 clusters Score -291542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -291545.750000 Penalty: 2506.979980
	Iteration 24Q: 3 clusters Score -291545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -291545.906250 Penalty: 2506.979980
	Iteration 25Q: 3 clusters Score -291545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -291547.656250 Penalty: 2506.979980
	Iteration 26Q: 3 clusters Score -291547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -291549.656250 Penalty: 2506.979980
	Iteration 27Q: 3 clusters Score -291549.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -291555.500000 Penalty: 2506.979980
	Iteration 28Q: 3 clusters Score -291555.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -291559.593750 Penalty: 2506.979980
	Iteration 29Q: 3 clusters Score -291559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -291560.968750 Penalty: 2506.979980
	Iteration 30Q: 3 clusters Score -291561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -291565.125000 Penalty: 2506.979980
	Iteration 31Q: 3 clusters Score -291565.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -291565.718750 Penalty: 2506.979980
	Iteration 32Q: 3 clusters Score -291565.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -291565.718750 Penalty: 2506.979980
	Iteration 33F: 3 clusters Score -291565.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -286775.437500 Penalty: 1257.787354
	Iteration 0F: 2 clusters Score -286775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -284472.343750 Penalty: 2515.574707
	Iteration 0F: 3 clusters Score -284472.3 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -284983.750000 Penalty: 2515.574707
	Iteration 1F: 3 clusters Score -284983.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -285106.281250 Penalty: 2515.574707
	Iteration 2F: 3 clusters Score -285106.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -285169.656250 Penalty: 2515.574707
	Iteration 3Q: 3 clusters Score -285169.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -285223.375000 Penalty: 2515.574707
	Iteration 4Q: 3 clusters Score -285223.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -285268.218750 Penalty: 2515.574707
	Iteration 5Q: 3 clusters Score -285268.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -285303.562500 Penalty: 2515.574707
	Iteration 6Q: 3 clusters Score -285303.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -285333.375000 Penalty: 2515.574707
	Iteration 7Q: 3 clusters Score -285333.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -285353.000000 Penalty: 2515.574707
	Iteration 8Q: 3 clusters Score -285353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -285377.312500 Penalty: 2515.574707
	Iteration 9Q: 3 clusters Score -285377.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -285406.750000 Penalty: 2515.574707
	Iteration 10Q: 3 clusters Score -285406.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -285432.312500 Penalty: 2515.574707
	Iteration 11Q: 3 clusters Score -285432.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -285450.562500 Penalty: 2515.574707
	Iteration 12Q: 3 clusters Score -285450.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -285465.750000 Penalty: 2515.574707
	Iteration 13Q: 3 clusters Score -285465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -285479.906250 Penalty: 2515.574707
	Iteration 14Q: 3 clusters Score -285479.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -285492.875000 Penalty: 2515.574707
	Iteration 15Q: 3 clusters Score -285492.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -285505.593750 Penalty: 2515.574707
	Iteration 16Q: 3 clusters Score -285505.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -285518.093750 Penalty: 2515.574707
	Iteration 17Q: 3 clusters Score -285518.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -285527.687500 Penalty: 2515.574707
	Iteration 18Q: 3 clusters Score -285527.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -285536.593750 Penalty: 2515.574707
	Iteration 19Q: 3 clusters Score -285536.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -285544.656250 Penalty: 2515.574707
	Iteration 20F: 3 clusters Score -285544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -285551.906250 Penalty: 2515.574707
	Iteration 21Q: 3 clusters Score -285551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -285558.500000 Penalty: 2515.574707
	Iteration 22Q: 3 clusters Score -285558.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -285562.406250 Penalty: 2515.574707
	Iteration 23Q: 3 clusters Score -285562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -285566.218750 Penalty: 2515.574707
	Iteration 24Q: 3 clusters Score -285566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -285572.187500 Penalty: 2515.574707
	Iteration 25Q: 3 clusters Score -285572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -285577.250000 Penalty: 2515.574707
	Iteration 26Q: 3 clusters Score -285577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -285578.437500 Penalty: 2515.574707
	Iteration 27Q: 3 clusters Score -285578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -285582.281250 Penalty: 2515.574707
	Iteration 28Q: 3 clusters Score -285582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -285583.812500 Penalty: 2515.574707
	Iteration 29Q: 3 clusters Score -285583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -285584.187500 Penalty: 2515.574707
	Iteration 30Q: 3 clusters Score -285584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -285585.593750 Penalty: 2515.574707
	Iteration 31Q: 3 clusters Score -285585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -285586.718750 Penalty: 2515.574707
	Iteration 32Q: 3 clusters Score -285586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -285589.218750 Penalty: 2515.574707
	Iteration 33Q: 3 clusters Score -285589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -285590.375000 Penalty: 2515.574707
	Iteration 34Q: 3 clusters Score -285590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -285591.250000 Penalty: 2515.574707
	Iteration 35Q: 3 clusters Score -285591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -285591.250000 Penalty: 2515.574707
	Iteration 36F: 3 clusters Score -285591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31585 members 
Mstep: Class 3 contains 26527 members 
Mstep: Class 4 contains 110557 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 109923 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109686 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22446 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25994 members 
Mstep: Class 15 contains 98555 members 
Mstep: Class 16 contains 32186 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 19 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803712.000000 Penalty: 38813.050781
Iteration 239Q: 19 clusters Score -7.280371e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31545 members 
Mstep: Class 3 contains 26508 members 
Mstep: Class 4 contains 110523 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 109923 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109667 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22439 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25992 members 
Mstep: Class 15 contains 98490 members 
Mstep: Class 16 contains 32368 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 19 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803776.000000 Penalty: 38813.050781
Iteration 240F: 19 clusters Score -7.280378e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31524 members 
Mstep: Class 3 contains 26487 members 
Mstep: Class 4 contains 110488 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 109923 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109640 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22430 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25993 members 
Mstep: Class 15 contains 98430 members 
Mstep: Class 16 contains 32544 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 19 contains 2291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803776.000000 Penalty: 38813.050781
Iteration 241Q: 19 clusters Score -7.280378e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31481 members 
Mstep: Class 3 contains 26457 members 
Mstep: Class 4 contains 110441 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 109921 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109647 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22420 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25979 members 
Mstep: Class 15 contains 98388 members 
Mstep: Class 16 contains 32729 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 19 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803936.000000 Penalty: 38813.050781
Iteration 242Q: 19 clusters Score -7.280394e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31392 members 
Mstep: Class 3 contains 26437 members 
Mstep: Class 4 contains 110369 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 109911 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109673 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22422 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25973 members 
Mstep: Class 15 contains 98373 members 
Mstep: Class 16 contains 32917 members 
Mstep: Class 17 contains 2253 members 
Mstep: Class 19 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803816.000000 Penalty: 38813.050781
Iteration 243Q: 19 clusters Score -7.280382e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31318 members 
Mstep: Class 3 contains 26408 members 
Mstep: Class 4 contains 110292 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 109909 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109694 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22421 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25970 members 
Mstep: Class 15 contains 98362 members 
Mstep: Class 16 contains 33093 members 
Mstep: Class 17 contains 2256 members 
Mstep: Class 19 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803784.000000 Penalty: 38813.050781
Iteration 244Q: 19 clusters Score -7.280378e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31274 members 
Mstep: Class 3 contains 26367 members 
Mstep: Class 4 contains 110222 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 109903 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109698 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22410 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25976 members 
Mstep: Class 15 contains 98348 members 
Mstep: Class 16 contains 33259 members 
Mstep: Class 17 contains 2263 members 
Mstep: Class 19 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803832.000000 Penalty: 38813.050781
Iteration 245Q: 19 clusters Score -7.280383e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31231 members 
Mstep: Class 3 contains 26337 members 
Mstep: Class 4 contains 110155 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 109907 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109717 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22405 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25967 members 
Mstep: Class 15 contains 98334 members 
Mstep: Class 16 contains 33403 members 
Mstep: Class 17 contains 2266 members 
Mstep: Class 19 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803896.000000 Penalty: 38813.050781
Iteration 246Q: 19 clusters Score -7.28039e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31186 members 
Mstep: Class 3 contains 26302 members 
Mstep: Class 4 contains 110091 members 
Mstep: Class 5 contains 1322 members 
Mstep: Class 6 contains 109905 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109737 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22402 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25959 members 
Mstep: Class 15 contains 98326 members 
Mstep: Class 16 contains 33553 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 19 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803952.000000 Penalty: 38813.050781
Iteration 247Q: 19 clusters Score -7.280395e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31111 members 
Mstep: Class 3 contains 26281 members 
Mstep: Class 4 contains 110071 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 109905 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109752 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22398 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25953 members 
Mstep: Class 15 contains 98313 members 
Mstep: Class 16 contains 33676 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 19 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803968.000000 Penalty: 38813.050781
Iteration 248Q: 19 clusters Score -7.280397e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31048 members 
Mstep: Class 3 contains 26262 members 
Mstep: Class 4 contains 110060 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 109899 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109776 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 22376 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25956 members 
Mstep: Class 15 contains 98302 members 
Mstep: Class 16 contains 33783 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 19 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803888.000000 Penalty: 38813.050781
Iteration 249Q: 19 clusters Score -7.280389e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31006 members 
Mstep: Class 3 contains 26242 members 
Mstep: Class 4 contains 110053 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 6 contains 109888 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109770 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22351 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25958 members 
Mstep: Class 15 contains 98286 members 
Mstep: Class 16 contains 33908 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 19 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803880.000000 Penalty: 38813.050781
Iteration 250Q: 19 clusters Score -7.280388e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30979 members 
Mstep: Class 3 contains 26228 members 
Mstep: Class 4 contains 110063 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 6 contains 109878 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109728 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22339 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25957 members 
Mstep: Class 15 contains 98252 members 
Mstep: Class 16 contains 34030 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 19 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804048.000000 Penalty: 38813.050781
Iteration 251Q: 19 clusters Score -7.280405e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31021 members 
Mstep: Class 3 contains 26214 members 
Mstep: Class 4 contains 110065 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 6 contains 109871 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109663 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22336 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25968 members 
Mstep: Class 15 contains 98162 members 
Mstep: Class 16 contains 34144 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 19 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804024.000000 Penalty: 38813.050781
Iteration 252Q: 19 clusters Score -7.280402e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31037 members 
Mstep: Class 3 contains 26200 members 
Mstep: Class 4 contains 110080 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 6 contains 109857 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109599 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22339 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25971 members 
Mstep: Class 15 contains 98096 members 
Mstep: Class 16 contains 34258 members 
Mstep: Class 17 contains 2295 members 
Mstep: Class 19 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804136.000000 Penalty: 38813.050781
Iteration 253Q: 19 clusters Score -7.280414e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31057 members 
Mstep: Class 3 contains 26176 members 
Mstep: Class 4 contains 110104 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 6 contains 109852 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109563 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22332 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25973 members 
Mstep: Class 15 contains 97992 members 
Mstep: Class 16 contains 34376 members 
Mstep: Class 17 contains 2304 members 
Mstep: Class 19 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804280.000000 Penalty: 38813.050781
Iteration 254Q: 19 clusters Score -7.280428e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31071 members 
Mstep: Class 3 contains 26152 members 
Mstep: Class 4 contains 110107 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 109845 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109535 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22326 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25966 members 
Mstep: Class 15 contains 97909 members 
Mstep: Class 16 contains 34503 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 19 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804232.000000 Penalty: 38813.050781
Iteration 255Q: 19 clusters Score -7.280423e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31104 members 
Mstep: Class 3 contains 26126 members 
Mstep: Class 4 contains 110107 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 109843 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109507 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22325 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25948 members 
Mstep: Class 15 contains 97838 members 
Mstep: Class 16 contains 34613 members 
Mstep: Class 17 contains 2311 members 
Mstep: Class 19 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804256.000000 Penalty: 38813.050781
Iteration 256Q: 19 clusters Score -7.280426e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31118 members 
Mstep: Class 3 contains 26100 members 
Mstep: Class 4 contains 110089 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 109843 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109481 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22328 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25933 members 
Mstep: Class 15 contains 97780 members 
Mstep: Class 16 contains 34738 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 19 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804352.000000 Penalty: 38813.050781
Iteration 257Q: 19 clusters Score -7.280435e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31127 members 
Mstep: Class 3 contains 26067 members 
Mstep: Class 4 contains 110084 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 109842 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109466 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22325 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25919 members 
Mstep: Class 15 contains 97719 members 
Mstep: Class 16 contains 34852 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 19 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804312.000000 Penalty: 38813.050781
Iteration 258Q: 19 clusters Score -7.280431e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31132 members 
Mstep: Class 3 contains 26044 members 
Mstep: Class 4 contains 110076 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 109840 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109458 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22313 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25907 members 
Mstep: Class 15 contains 97631 members 
Mstep: Class 16 contains 34985 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 19 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804440.000000 Penalty: 38813.050781
Iteration 259Q: 19 clusters Score -7.280444e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31148 members 
Mstep: Class 3 contains 26023 members 
Mstep: Class 4 contains 110087 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 109852 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109439 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22290 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25903 members 
Mstep: Class 15 contains 97527 members 
Mstep: Class 16 contains 35108 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 19 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804464.000000 Penalty: 38813.050781
Iteration 260F: 19 clusters Score -7.280446e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31146 members 
Mstep: Class 3 contains 25995 members 
Mstep: Class 4 contains 110107 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 109853 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109429 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22278 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25886 members 
Mstep: Class 15 contains 97460 members 
Mstep: Class 16 contains 35224 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 19 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804512.000000 Penalty: 38813.050781
Iteration 261Q: 19 clusters Score -7.280451e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31117 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 110109 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 109856 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 109403 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22273 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25878 members 
Mstep: Class 15 contains 97416 members 
Mstep: Class 16 contains 35353 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 19 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804704.000000 Penalty: 38813.050781
Iteration 262Q: 19 clusters Score -7.28047e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31103 members 
Mstep: Class 3 contains 25942 members 
Mstep: Class 4 contains 110109 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 109863 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109391 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22264 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25868 members 
Mstep: Class 15 contains 97352 members 
Mstep: Class 16 contains 35479 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 19 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804680.000000 Penalty: 38813.050781
Iteration 263Q: 19 clusters Score -7.280468e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31078 members 
Mstep: Class 3 contains 25914 members 
Mstep: Class 4 contains 110113 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 109863 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109386 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22260 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25859 members 
Mstep: Class 15 contains 97290 members 
Mstep: Class 16 contains 35602 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 19 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804664.000000 Penalty: 38813.050781
Iteration 264Q: 19 clusters Score -7.280466e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31058 members 
Mstep: Class 3 contains 25892 members 
Mstep: Class 4 contains 110119 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 109866 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109351 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22261 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25844 members 
Mstep: Class 15 contains 97248 members 
Mstep: Class 16 contains 35717 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 19 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804824.000000 Penalty: 38813.050781
Iteration 265Q: 19 clusters Score -7.280482e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31040 members 
Mstep: Class 3 contains 25864 members 
Mstep: Class 4 contains 110120 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 109860 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109330 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22263 members 
Mstep: Class 11 contains 3567 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25834 members 
Mstep: Class 15 contains 97194 members 
Mstep: Class 16 contains 35845 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 19 contains 2291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804816.000000 Penalty: 38813.050781
Iteration 266Q: 19 clusters Score -7.280482e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31041 members 
Mstep: Class 3 contains 25838 members 
Mstep: Class 4 contains 110112 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 109850 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109280 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22266 members 
Mstep: Class 11 contains 3567 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25821 members 
Mstep: Class 15 contains 97160 members 
Mstep: Class 16 contains 35978 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 19 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804856.000000 Penalty: 38813.050781
Iteration 267Q: 19 clusters Score -7.280486e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31016 members 
Mstep: Class 3 contains 25831 members 
Mstep: Class 4 contains 110091 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 109846 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109253 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22277 members 
Mstep: Class 11 contains 3565 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25802 members 
Mstep: Class 15 contains 97124 members 
Mstep: Class 16 contains 36103 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 19 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804792.000000 Penalty: 38813.050781
Iteration 268Q: 19 clusters Score -7.280479e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31003 members 
Mstep: Class 3 contains 25820 members 
Mstep: Class 4 contains 110054 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 109840 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109238 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22283 members 
Mstep: Class 11 contains 3563 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25790 members 
Mstep: Class 15 contains 97079 members 
Mstep: Class 16 contains 36233 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 19 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804832.000000 Penalty: 38813.050781
Iteration 269Q: 19 clusters Score -7.280483e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31027 members 
Mstep: Class 3 contains 25799 members 
Mstep: Class 4 contains 110015 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 109841 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109212 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22294 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25770 members 
Mstep: Class 15 contains 97011 members 
Mstep: Class 16 contains 36365 members 
Mstep: Class 17 contains 2383 members 
Mstep: Class 19 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804784.000000 Penalty: 38813.050781
Iteration 270Q: 19 clusters Score -7.280478e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31091 members 
Mstep: Class 3 contains 25790 members 
Mstep: Class 4 contains 109952 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 109838 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109168 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25751 members 
Mstep: Class 15 contains 96953 members 
Mstep: Class 16 contains 36483 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 19 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804696.000000 Penalty: 38813.050781
Iteration 271Q: 19 clusters Score -7.28047e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31150 members 
Mstep: Class 3 contains 25780 members 
Mstep: Class 4 contains 109914 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 109834 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109133 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22316 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25738 members 
Mstep: Class 15 contains 96863 members 
Mstep: Class 16 contains 36594 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 19 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804792.000000 Penalty: 38813.050781
Iteration 272Q: 19 clusters Score -7.280479e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31214 members 
Mstep: Class 3 contains 25771 members 
Mstep: Class 4 contains 109853 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 109832 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109097 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22324 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 96790 members 
Mstep: Class 16 contains 36716 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 19 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804800.000000 Penalty: 38813.050781
Iteration 273Q: 19 clusters Score -7.28048e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31252 members 
Mstep: Class 3 contains 25762 members 
Mstep: Class 4 contains 109801 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 109820 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109070 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22334 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25713 members 
Mstep: Class 15 contains 96731 members 
Mstep: Class 16 contains 36838 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 19 contains 2268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804816.000000 Penalty: 38813.050781
Iteration 274Q: 19 clusters Score -7.280482e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31304 members 
Mstep: Class 3 contains 25743 members 
Mstep: Class 4 contains 109721 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 109811 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109033 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22346 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25700 members 
Mstep: Class 15 contains 96684 members 
Mstep: Class 16 contains 36972 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 19 contains 2268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804784.000000 Penalty: 38813.050781
Iteration 275Q: 19 clusters Score -7.280478e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31345 members 
Mstep: Class 3 contains 25731 members 
Mstep: Class 4 contains 109641 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 109800 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 109005 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22346 members 
Mstep: Class 11 contains 3559 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25681 members 
Mstep: Class 15 contains 96658 members 
Mstep: Class 16 contains 37097 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 19 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804792.000000 Penalty: 38813.050781
Iteration 276Q: 19 clusters Score -7.280479e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31376 members 
Mstep: Class 3 contains 25711 members 
Mstep: Class 4 contains 109565 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 109799 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108987 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22342 members 
Mstep: Class 11 contains 3559 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25660 members 
Mstep: Class 15 contains 96603 members 
Mstep: Class 16 contains 37235 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 19 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804864.000000 Penalty: 38813.050781
Iteration 277Q: 19 clusters Score -7.280486e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31416 members 
Mstep: Class 3 contains 25706 members 
Mstep: Class 4 contains 109489 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 109784 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108959 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22351 members 
Mstep: Class 11 contains 3558 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25643 members 
Mstep: Class 15 contains 96533 members 
Mstep: Class 16 contains 37379 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 19 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804904.000000 Penalty: 38813.050781
Iteration 278Q: 19 clusters Score -7.28049e+07 nChanged 807
Entering ConstructFrom: 
Score: -72804904.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -76139.484375 Penalty: 1075.761963
	Iteration 0F: 2 clusters Score -76139.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74914.359375 Penalty: 2151.523926
	Iteration 0F: 3 clusters Score -74914.36 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75277.703125 Penalty: 2151.523926
	Iteration 1F: 3 clusters Score -75277.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75637.664062 Penalty: 2151.523926
	Iteration 2F: 3 clusters Score -75637.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75937.726562 Penalty: 2151.523926
	Iteration 3F: 3 clusters Score -75937.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76191.804688 Penalty: 2151.523926
	Iteration 4F: 3 clusters Score -76191.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76314.671875 Penalty: 2151.523926
	Iteration 5Q: 3 clusters Score -76314.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76385.531250 Penalty: 2151.523926
	Iteration 6Q: 3 clusters Score -76385.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76395.773438 Penalty: 2151.523926
	Iteration 7Q: 3 clusters Score -76395.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76397.851562 Penalty: 2151.523926
	Iteration 8Q: 3 clusters Score -76397.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76397.851562 Penalty: 2151.523926
	Iteration 9F: 3 clusters Score -76397.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31431 members 
Mstep: Class 3 contains 25697 members 
Mstep: Class 4 contains 109442 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 109771 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108926 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22363 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25627 members 
Mstep: Class 15 contains 96480 members 
Mstep: Class 16 contains 37496 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 2271 members 
Entering Unmasked Estep 
Score: -72804056.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72804904.000000 to -72804056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (31431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Entering Unmasked Estep 
Score: -4079968.000000 Penalty: 1682.776855
	Iteration 0F: 2 clusters Score -4079968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4058904.500000 Penalty: 3365.553711
	Iteration 0F: 3 clusters Score -4058904 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4066942.250000 Penalty: 3365.553711
	Iteration 1F: 3 clusters Score -4066942 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4067324.500000 Penalty: 3365.553711
	Iteration 2Q: 3 clusters Score -4067324 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4067718.000000 Penalty: 3365.553711
	Iteration 3Q: 3 clusters Score -4067718 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4068108.250000 Penalty: 3365.553711
	Iteration 4Q: 3 clusters Score -4068108 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4068571.750000 Penalty: 3365.553711
	Iteration 5Q: 3 clusters Score -4068572 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4069151.500000 Penalty: 3365.553711
	Iteration 6Q: 3 clusters Score -4069152 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4070056.250000 Penalty: 3365.553711
	Iteration 7Q: 3 clusters Score -4070056 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4071280.250000 Penalty: 3365.553711
	Iteration 8F: 3 clusters Score -4071280 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -4072680.500000 Penalty: 3365.553711
	Iteration 9F: 3 clusters Score -4072680 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4074033.250000 Penalty: 3365.553711
	Iteration 10F: 3 clusters Score -4074033 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4074963.250000 Penalty: 3365.553711
	Iteration 11Q: 3 clusters Score -4074963 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4075486.750000 Penalty: 3365.553711
	Iteration 12Q: 3 clusters Score -4075487 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4075809.250000 Penalty: 3365.553711
	Iteration 13Q: 3 clusters Score -4075809 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -4076033.000000 Penalty: 3365.553711
	Iteration 14Q: 3 clusters Score -4076033 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -4076221.500000 Penalty: 3365.553711
	Iteration 15Q: 3 clusters Score -4076222 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -4076373.500000 Penalty: 3365.553711
	Iteration 16Q: 3 clusters Score -4076374 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4076525.000000 Penalty: 3365.553711
	Iteration 17Q: 3 clusters Score -4076525 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4076681.750000 Penalty: 3365.553711
	Iteration 18Q: 3 clusters Score -4076682 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4076830.250000 Penalty: 3365.553711
	Iteration 19Q: 3 clusters Score -4076830 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4076989.000000 Penalty: 3365.553711
	Iteration 20F: 3 clusters Score -4076989 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -4077124.500000 Penalty: 3365.553711
	Iteration 21Q: 3 clusters Score -4077124 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4077265.250000 Penalty: 3365.553711
	Iteration 22Q: 3 clusters Score -4077265 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -4077382.250000 Penalty: 3365.553711
	Iteration 23Q: 3 clusters Score -4077382 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4077466.500000 Penalty: 3365.553711
	Iteration 24Q: 3 clusters Score -4077466 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -4077562.500000 Penalty: 3365.553711
	Iteration 25Q: 3 clusters Score -4077562 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4077645.000000 Penalty: 3365.553711
	Iteration 26Q: 3 clusters Score -4077645 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4077718.250000 Penalty: 3365.553711
	Iteration 27Q: 3 clusters Score -4077718 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4077782.750000 Penalty: 3365.553711
	Iteration 28Q: 3 clusters Score -4077783 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4077854.250000 Penalty: 3365.553711
	Iteration 29Q: 3 clusters Score -4077854 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4077924.000000 Penalty: 3365.553711
	Iteration 30Q: 3 clusters Score -4077924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4077992.750000 Penalty: 3365.553711
	Iteration 31Q: 3 clusters Score -4077993 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4078054.000000 Penalty: 3365.553711
	Iteration 32Q: 3 clusters Score -4078054 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -4078139.000000 Penalty: 3365.553711
	Iteration 33Q: 3 clusters Score -4078139 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4078212.000000 Penalty: 3365.553711
	Iteration 34Q: 3 clusters Score -4078212 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4078295.500000 Penalty: 3365.553711
	Iteration 35Q: 3 clusters Score -4078296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4078348.750000 Penalty: 3365.553711
	Iteration 36Q: 3 clusters Score -4078349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4078400.500000 Penalty: 3365.553711
	Iteration 37Q: 3 clusters Score -4078400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4078438.500000 Penalty: 3365.553711
	Iteration 38Q: 3 clusters Score -4078438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4078462.000000 Penalty: 3365.553711
	Iteration 39Q: 3 clusters Score -4078462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4078483.500000 Penalty: 3365.553711
	Iteration 40F: 3 clusters Score -4078484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4078499.000000 Penalty: 3365.553711
	Iteration 41Q: 3 clusters Score -4078499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4078509.000000 Penalty: 3365.553711
	Iteration 42Q: 3 clusters Score -4078509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -4078514.000000 Penalty: 3365.553711
	Iteration 43Q: 3 clusters Score -4078514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4078524.000000 Penalty: 3365.553711
	Iteration 44Q: 3 clusters Score -4078524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4078533.250000 Penalty: 3365.553711
	Iteration 45Q: 3 clusters Score -4078533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4078537.750000 Penalty: 3365.553711
	Iteration 46Q: 3 clusters Score -4078538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4078545.250000 Penalty: 3365.553711
	Iteration 47Q: 3 clusters Score -4078545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4078547.500000 Penalty: 3365.553711
	Iteration 48Q: 3 clusters Score -4078548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4078561.750000 Penalty: 3365.553711
	Iteration 49Q: 3 clusters Score -4078562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4078557.000000 Penalty: 3365.553711
	Iteration 50Q: 3 clusters Score -4078557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4078563.500000 Penalty: 3365.553711
	Iteration 51Q: 3 clusters Score -4078564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4078563.500000 Penalty: 3365.553711
	Iteration 52Q: 3 clusters Score -4078564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4078567.000000 Penalty: 3365.553711
	Iteration 53Q: 3 clusters Score -4078567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4078571.250000 Penalty: 3365.553711
	Iteration 54Q: 3 clusters Score -4078571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -4078574.500000 Penalty: 3365.553711
	Iteration 55Q: 3 clusters Score -4078574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4078578.500000 Penalty: 3365.553711
	Iteration 56Q: 3 clusters Score -4078578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4078582.000000 Penalty: 3365.553711
	Iteration 57Q: 3 clusters Score -4078582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -4078576.250000 Penalty: 3365.553711
	Iteration 58Q: 3 clusters Score -4078576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4078580.250000 Penalty: 3365.553711
	Iteration 59Q: 3 clusters Score -4078580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -4078580.250000 Penalty: 3365.553711
	Iteration 60F: 3 clusters Score -4078580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4078583.250000 Penalty: 3365.553711
	Iteration 61Q: 3 clusters Score -4078583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4078586.500000 Penalty: 3365.553711
	Iteration 62Q: 3 clusters Score -4078586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -4078594.250000 Penalty: 3365.553711
	Iteration 63Q: 3 clusters Score -4078594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4078599.250000 Penalty: 3365.553711
	Iteration 64Q: 3 clusters Score -4078599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4078608.750000 Penalty: 3365.553711
	Iteration 65Q: 3 clusters Score -4078609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4078607.750000 Penalty: 3365.553711
	Iteration 66Q: 3 clusters Score -4078608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4078614.500000 Penalty: 3365.553711
	Iteration 67Q: 3 clusters Score -4078614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4078619.750000 Penalty: 3365.553711
	Iteration 68Q: 3 clusters Score -4078620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -4078621.750000 Penalty: 3365.553711
	Iteration 69Q: 3 clusters Score -4078622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4078624.500000 Penalty: 3365.553711
	Iteration 70Q: 3 clusters Score -4078624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4078624.500000 Penalty: 3365.553711
	Iteration 71F: 3 clusters Score -4078624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Entering Unmasked Estep 
Score: -3319858.000000 Penalty: 1650.046143
	Iteration 0F: 2 clusters Score -3319858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3302383.250000 Penalty: 3300.092285
	Iteration 0F: 3 clusters Score -3302383 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3309012.250000 Penalty: 3300.092285
	Iteration 1F: 3 clusters Score -3309012 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3309402.250000 Penalty: 3300.092285
	Iteration 2Q: 3 clusters Score -3309402 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3309792.250000 Penalty: 3300.092285
	Iteration 3Q: 3 clusters Score -3309792 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3310347.000000 Penalty: 3300.092285
	Iteration 4Q: 3 clusters Score -3310347 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3311150.250000 Penalty: 3300.092285
	Iteration 5F: 3 clusters Score -3311150 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3312367.500000 Penalty: 3300.092285
	Iteration 6F: 3 clusters Score -3312368 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3313943.250000 Penalty: 3300.092285
	Iteration 7F: 3 clusters Score -3313943 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3315725.500000 Penalty: 3300.092285
	Iteration 8F: 3 clusters Score -3315726 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3317116.250000 Penalty: 3300.092285
	Iteration 9F: 3 clusters Score -3317116 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3317853.750000 Penalty: 3300.092285
	Iteration 10Q: 3 clusters Score -3317854 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3318135.250000 Penalty: 3300.092285
	Iteration 11Q: 3 clusters Score -3318135 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3318257.000000 Penalty: 3300.092285
	Iteration 12Q: 3 clusters Score -3318257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3318323.000000 Penalty: 3300.092285
	Iteration 13Q: 3 clusters Score -3318323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3318356.500000 Penalty: 3300.092285
	Iteration 14Q: 3 clusters Score -3318356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3318370.250000 Penalty: 3300.092285
	Iteration 15Q: 3 clusters Score -3318370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3318374.500000 Penalty: 3300.092285
	Iteration 16Q: 3 clusters Score -3318374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3318376.500000 Penalty: 3300.092285
	Iteration 17Q: 3 clusters Score -3318376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3318380.500000 Penalty: 3300.092285
	Iteration 18Q: 3 clusters Score -3318380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3318380.000000 Penalty: 3300.092285
	Iteration 19Q: 3 clusters Score -3318380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3318380.000000 Penalty: 3300.092285
	Iteration 20F: 3 clusters Score -3318380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Entering Unmasked Estep 
Score: -14002403.000000 Penalty: 1885.511963
	Iteration 0F: 2 clusters Score -1.40024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -13933109.000000 Penalty: 3771.023926
	Iteration 0F: 3 clusters Score -1.393311e+07 nChanged 52459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -13963876.000000 Penalty: 3771.023926
	Iteration 1F: 3 clusters Score -1.396388e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -13965215.000000 Penalty: 3771.023926
	Iteration 2Q: 3 clusters Score -1.396522e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -13967202.000000 Penalty: 3771.023926
	Iteration 3Q: 3 clusters Score -1.39672e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -13970277.000000 Penalty: 3771.023926
	Iteration 4F: 3 clusters Score -1.397028e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -13975150.000000 Penalty: 3771.023926
	Iteration 5F: 3 clusters Score -1.397515e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -13981314.000000 Penalty: 3771.023926
	Iteration 6F: 3 clusters Score -1.398131e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -13987699.000000 Penalty: 3771.023926
	Iteration 7F: 3 clusters Score -1.39877e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -13992103.000000 Penalty: 3771.023926
	Iteration 8F: 3 clusters Score -1.39921e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -13993867.000000 Penalty: 3771.023926
	Iteration 9Q: 3 clusters Score -1.399387e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -13994568.000000 Penalty: 3771.023926
	Iteration 10Q: 3 clusters Score -1.399457e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -13995181.000000 Penalty: 3771.023926
	Iteration 11Q: 3 clusters Score -1.399518e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -13995802.000000 Penalty: 3771.023926
	Iteration 12Q: 3 clusters Score -1.39958e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -13996241.000000 Penalty: 3771.023926
	Iteration 13Q: 3 clusters Score -1.399624e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84226 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -13996638.000000 Penalty: 3771.023926
	Iteration 14Q: 3 clusters Score -1.399664e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -13997115.000000 Penalty: 3771.023926
	Iteration 15Q: 3 clusters Score -1.399712e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -13997612.000000 Penalty: 3771.023926
	Iteration 16Q: 3 clusters Score -1.399761e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -13997946.000000 Penalty: 3771.023926
	Iteration 17Q: 3 clusters Score -1.399795e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -13998240.000000 Penalty: 3771.023926
	Iteration 18Q: 3 clusters Score -1.399824e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -13998502.000000 Penalty: 3771.023926
	Iteration 19Q: 3 clusters Score -1.39985e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -13998761.000000 Penalty: 3771.023926
	Iteration 20F: 3 clusters Score -1.399876e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -13999046.000000 Penalty: 3771.023926
	Iteration 21Q: 3 clusters Score -1.399905e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -13999328.000000 Penalty: 3771.023926
	Iteration 22Q: 3 clusters Score -1.399933e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -13999527.000000 Penalty: 3771.023926
	Iteration 23Q: 3 clusters Score -1.399953e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -13999758.000000 Penalty: 3771.023926
	Iteration 24Q: 3 clusters Score -1.399976e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -14000086.000000 Penalty: 3771.023926
	Iteration 25Q: 3 clusters Score -1.400009e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96564 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -14000341.000000 Penalty: 3771.023926
	Iteration 26Q: 3 clusters Score -1.400034e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -14000642.000000 Penalty: 3771.023926
	Iteration 27Q: 3 clusters Score -1.400064e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -14000942.000000 Penalty: 3771.023926
	Iteration 28Q: 3 clusters Score -1.400094e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -14001160.000000 Penalty: 3771.023926
	Iteration 29Q: 3 clusters Score -1.400116e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -14001269.000000 Penalty: 3771.023926
	Iteration 30Q: 3 clusters Score -1.400127e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101467 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -14001394.000000 Penalty: 3771.023926
	Iteration 31Q: 3 clusters Score -1.400139e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -14001477.000000 Penalty: 3771.023926
	Iteration 32Q: 3 clusters Score -1.400148e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103181 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -14001404.000000 Penalty: 3771.023926
	Iteration 33Q: 3 clusters Score -1.40014e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -14001471.000000 Penalty: 3771.023926
	Iteration 34Q: 3 clusters Score -1.400147e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -14001528.000000 Penalty: 3771.023926
	Iteration 35Q: 3 clusters Score -1.400153e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -14001605.000000 Penalty: 3771.023926
	Iteration 36Q: 3 clusters Score -1.40016e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -14001587.000000 Penalty: 3771.023926
	Iteration 37Q: 3 clusters Score -1.400159e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -14001491.000000 Penalty: 3771.023926
	Iteration 38Q: 3 clusters Score -1.400149e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106792 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -14001468.000000 Penalty: 3771.023926
	Iteration 39Q: 3 clusters Score -1.400147e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -14001420.000000 Penalty: 3771.023926
	Iteration 40F: 3 clusters Score -1.400142e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107377 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -14001360.000000 Penalty: 3771.023926
	Iteration 41Q: 3 clusters Score -1.400136e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107588 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -14001327.000000 Penalty: 3771.023926
	Iteration 42Q: 3 clusters Score -1.400133e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107773 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -14001316.000000 Penalty: 3771.023926
	Iteration 43Q: 3 clusters Score -1.400132e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -14001322.000000 Penalty: 3771.023926
	Iteration 44Q: 3 clusters Score -1.400132e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14001313.000000 Penalty: 3771.023926
	Iteration 45Q: 3 clusters Score -1.400131e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14001313.000000 Penalty: 3771.023926
	Iteration 46Q: 3 clusters Score -1.400131e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -14001292.000000 Penalty: 3771.023926
	Iteration 47Q: 3 clusters Score -1.400129e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14001319.000000 Penalty: 3771.023926
	Iteration 48Q: 3 clusters Score -1.400132e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108383 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14001298.000000 Penalty: 3771.023926
	Iteration 49Q: 3 clusters Score -1.40013e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14001305.000000 Penalty: 3771.023926
	Iteration 50Q: 3 clusters Score -1.40013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14001289.000000 Penalty: 3771.023926
	Iteration 51Q: 3 clusters Score -1.400129e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108527 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14001284.000000 Penalty: 3771.023926
	Iteration 52Q: 3 clusters Score -1.400128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14001284.000000 Penalty: 3771.023926
	Iteration 53Q: 3 clusters Score -1.400128e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108584 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14001295.000000 Penalty: 3771.023926
	Iteration 54Q: 3 clusters Score -1.40013e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108605 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14001286.000000 Penalty: 3771.023926
	Iteration 55Q: 3 clusters Score -1.400129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14001290.000000 Penalty: 3771.023926
	Iteration 56Q: 3 clusters Score -1.400129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14001309.000000 Penalty: 3771.023926
	Iteration 57Q: 3 clusters Score -1.400131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108654 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14001298.000000 Penalty: 3771.023926
	Iteration 58Q: 3 clusters Score -1.40013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108664 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14001292.000000 Penalty: 3771.023926
	Iteration 59Q: 3 clusters Score -1.400129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14001302.000000 Penalty: 3771.023926
	Iteration 60F: 3 clusters Score -1.40013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -14001305.000000 Penalty: 3771.023926
	Iteration 61Q: 3 clusters Score -1.40013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -14001306.000000 Penalty: 3771.023926
	Iteration 62Q: 3 clusters Score -1.400131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14001293.000000 Penalty: 3771.023926
	Iteration 63Q: 3 clusters Score -1.400129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108712 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -14001291.000000 Penalty: 3771.023926
	Iteration 64Q: 3 clusters Score -1.400129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14001289.000000 Penalty: 3771.023926
	Iteration 65Q: 3 clusters Score -1.400129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108726 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14001274.000000 Penalty: 3771.023926
	Iteration 66Q: 3 clusters Score -1.400127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14001279.000000 Penalty: 3771.023926
	Iteration 67Q: 3 clusters Score -1.400128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14001270.000000 Penalty: 3771.023926
	Iteration 68Q: 3 clusters Score -1.400127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108744 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -14001268.000000 Penalty: 3771.023926
	Iteration 69Q: 3 clusters Score -1.400127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14001260.000000 Penalty: 3771.023926
	Iteration 70Q: 3 clusters Score -1.400126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108756 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14001257.000000 Penalty: 3771.023926
	Iteration 71Q: 3 clusters Score -1.400126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14001252.000000 Penalty: 3771.023926
	Iteration 72Q: 3 clusters Score -1.400125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14001254.000000 Penalty: 3771.023926
	Iteration 73Q: 3 clusters Score -1.400125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14001254.000000 Penalty: 3771.023926
	Iteration 74Q: 3 clusters Score -1.400125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -14001248.000000 Penalty: 3771.023926
	Iteration 75Q: 3 clusters Score -1.400125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14001241.000000 Penalty: 3771.023926
	Iteration 76Q: 3 clusters Score -1.400124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14001244.000000 Penalty: 3771.023926
	Iteration 77Q: 3 clusters Score -1.400124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14001241.000000 Penalty: 3771.023926
	Iteration 78Q: 3 clusters Score -1.400124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14001246.000000 Penalty: 3771.023926
	Iteration 79Q: 3 clusters Score -1.400125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14001247.000000 Penalty: 3771.023926
	Iteration 80F: 3 clusters Score -1.400125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14001250.000000 Penalty: 3771.023926
	Iteration 81Q: 3 clusters Score -1.400125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14001247.000000 Penalty: 3771.023926
	Iteration 82Q: 3 clusters Score -1.400125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14001247.000000 Penalty: 3771.023926
	Iteration 83F: 3 clusters Score -1.400125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -172844.421875 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -172844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -171149.578125 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -171149.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -171437.250000 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -171437.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -171503.187500 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -171503.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -171533.906250 Penalty: 2352.511475
	Iteration 3Q: 3 clusters Score -171533.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -171558.390625 Penalty: 2352.511475
	Iteration 4Q: 3 clusters Score -171558.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -171568.640625 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -171568.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171580.984375 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -171581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171589.328125 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -171589.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -171596.515625 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -171596.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -171600.062500 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -171600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171601.890625 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -171601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -171603.593750 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -171603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171604.531250 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -171604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -171606.765625 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -171606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -171608.828125 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -171608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171611.406250 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -171611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171612.406250 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -171612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171613.390625 Penalty: 2352.511475
	Iteration 17Q: 3 clusters Score -171613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171614.359375 Penalty: 2352.511475
	Iteration 18Q: 3 clusters Score -171614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171614.250000 Penalty: 2352.511475
	Iteration 19Q: 3 clusters Score -171614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -171614.937500 Penalty: 2352.511475
	Iteration 20F: 3 clusters Score -171614.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109771 members 
Entering Unmasked Estep 
Score: -14202722.000000 Penalty: 1885.999634
	Iteration 0F: 2 clusters Score -1.420272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -14138020.000000 Penalty: 3771.999268
	Iteration 0F: 3 clusters Score -1.413802e+07 nChanged 52884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -14168819.000000 Penalty: 3771.999268
	Iteration 1F: 3 clusters Score -1.416882e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -14169667.000000 Penalty: 3771.999268
	Iteration 2Q: 3 clusters Score -1.416967e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -14170807.000000 Penalty: 3771.999268
	Iteration 3Q: 3 clusters Score -1.417081e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -14172442.000000 Penalty: 3771.999268
	Iteration 4Q: 3 clusters Score -1.417244e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -14175043.000000 Penalty: 3771.999268
	Iteration 5F: 3 clusters Score -1.417504e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -14179008.000000 Penalty: 3771.999268
	Iteration 6F: 3 clusters Score -1.417901e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -14183949.000000 Penalty: 3771.999268
	Iteration 7F: 3 clusters Score -1.418395e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -14188065.000000 Penalty: 3771.999268
	Iteration 8F: 3 clusters Score -1.418806e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -14190502.000000 Penalty: 3771.999268
	Iteration 9Q: 3 clusters Score -1.41905e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -14191395.000000 Penalty: 3771.999268
	Iteration 10Q: 3 clusters Score -1.41914e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -14191563.000000 Penalty: 3771.999268
	Iteration 11Q: 3 clusters Score -1.419156e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -14191657.000000 Penalty: 3771.999268
	Iteration 12Q: 3 clusters Score -1.419166e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 81892 members 
Entering Unmasked Estep 
Score: -14191711.000000 Penalty: 3771.999268
	Iteration 13Q: 3 clusters Score -1.419171e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -14191684.000000 Penalty: 3771.999268
	Iteration 14Q: 3 clusters Score -1.419168e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -14191642.000000 Penalty: 3771.999268
	Iteration 15Q: 3 clusters Score -1.419164e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -14191610.000000 Penalty: 3771.999268
	Iteration 16Q: 3 clusters Score -1.419161e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -14191605.000000 Penalty: 3771.999268
	Iteration 17Q: 3 clusters Score -1.41916e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -14191577.000000 Penalty: 3771.999268
	Iteration 18Q: 3 clusters Score -1.419158e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 81633 members 
Entering Unmasked Estep 
Score: -14191537.000000 Penalty: 3771.999268
	Iteration 19Q: 3 clusters Score -1.419154e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -14191609.000000 Penalty: 3771.999268
	Iteration 20F: 3 clusters Score -1.419161e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -14191581.000000 Penalty: 3771.999268
	Iteration 21Q: 3 clusters Score -1.419158e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -14191615.000000 Penalty: 3771.999268
	Iteration 22Q: 3 clusters Score -1.419162e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -14191606.000000 Penalty: 3771.999268
	Iteration 23Q: 3 clusters Score -1.419161e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -14191585.000000 Penalty: 3771.999268
	Iteration 24Q: 3 clusters Score -1.419158e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -14191576.000000 Penalty: 3771.999268
	Iteration 25Q: 3 clusters Score -1.419158e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -14191505.000000 Penalty: 3771.999268
	Iteration 26Q: 3 clusters Score -1.41915e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -14191460.000000 Penalty: 3771.999268
	Iteration 27Q: 3 clusters Score -1.419146e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -14191368.000000 Penalty: 3771.999268
	Iteration 28Q: 3 clusters Score -1.419137e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -14191321.000000 Penalty: 3771.999268
	Iteration 29Q: 3 clusters Score -1.419132e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -14191352.000000 Penalty: 3771.999268
	Iteration 30Q: 3 clusters Score -1.419135e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -14191345.000000 Penalty: 3771.999268
	Iteration 31Q: 3 clusters Score -1.419134e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -14191345.000000 Penalty: 3771.999268
	Iteration 32Q: 3 clusters Score -1.419134e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -14191268.000000 Penalty: 3771.999268
	Iteration 33Q: 3 clusters Score -1.419127e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -14191195.000000 Penalty: 3771.999268
	Iteration 34Q: 3 clusters Score -1.41912e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -14191082.000000 Penalty: 3771.999268
	Iteration 35Q: 3 clusters Score -1.419108e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -14191059.000000 Penalty: 3771.999268
	Iteration 36Q: 3 clusters Score -1.419106e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -14190962.000000 Penalty: 3771.999268
	Iteration 37Q: 3 clusters Score -1.419096e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -14190947.000000 Penalty: 3771.999268
	Iteration 38Q: 3 clusters Score -1.419095e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -14190931.000000 Penalty: 3771.999268
	Iteration 39Q: 3 clusters Score -1.419093e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -14190927.000000 Penalty: 3771.999268
	Iteration 40F: 3 clusters Score -1.419093e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -14191043.000000 Penalty: 3771.999268
	Iteration 41Q: 3 clusters Score -1.419104e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -14191061.000000 Penalty: 3771.999268
	Iteration 42Q: 3 clusters Score -1.419106e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -14191105.000000 Penalty: 3771.999268
	Iteration 43Q: 3 clusters Score -1.41911e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -14191162.000000 Penalty: 3771.999268
	Iteration 44Q: 3 clusters Score -1.419116e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -14191218.000000 Penalty: 3771.999268
	Iteration 45Q: 3 clusters Score -1.419122e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -14191355.000000 Penalty: 3771.999268
	Iteration 46Q: 3 clusters Score -1.419136e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -14191457.000000 Penalty: 3771.999268
	Iteration 47Q: 3 clusters Score -1.419146e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -14191595.000000 Penalty: 3771.999268
	Iteration 48Q: 3 clusters Score -1.41916e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -14191747.000000 Penalty: 3771.999268
	Iteration 49Q: 3 clusters Score -1.419175e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -14191882.000000 Penalty: 3771.999268
	Iteration 50Q: 3 clusters Score -1.419188e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -14191968.000000 Penalty: 3771.999268
	Iteration 51Q: 3 clusters Score -1.419197e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -14192005.000000 Penalty: 3771.999268
	Iteration 52Q: 3 clusters Score -1.4192e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -14192108.000000 Penalty: 3771.999268
	Iteration 53Q: 3 clusters Score -1.419211e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -14192179.000000 Penalty: 3771.999268
	Iteration 54Q: 3 clusters Score -1.419218e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -14192318.000000 Penalty: 3771.999268
	Iteration 55Q: 3 clusters Score -1.419232e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -14192403.000000 Penalty: 3771.999268
	Iteration 56Q: 3 clusters Score -1.41924e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -14192588.000000 Penalty: 3771.999268
	Iteration 57Q: 3 clusters Score -1.419259e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -14192782.000000 Penalty: 3771.999268
	Iteration 58Q: 3 clusters Score -1.419278e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -14193023.000000 Penalty: 3771.999268
	Iteration 59Q: 3 clusters Score -1.419302e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -14193405.000000 Penalty: 3771.999268
	Iteration 60F: 3 clusters Score -1.41934e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -14193846.000000 Penalty: 3771.999268
	Iteration 61Q: 3 clusters Score -1.419385e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -14194654.000000 Penalty: 3771.999268
	Iteration 62Q: 3 clusters Score -1.419465e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -14195470.000000 Penalty: 3771.999268
	Iteration 63Q: 3 clusters Score -1.419547e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -14196192.000000 Penalty: 3771.999268
	Iteration 64Q: 3 clusters Score -1.419619e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -14196914.000000 Penalty: 3771.999268
	Iteration 65Q: 3 clusters Score -1.419691e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -14197504.000000 Penalty: 3771.999268
	Iteration 66Q: 3 clusters Score -1.41975e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -14198228.000000 Penalty: 3771.999268
	Iteration 67Q: 3 clusters Score -1.419823e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -14198597.000000 Penalty: 3771.999268
	Iteration 68Q: 3 clusters Score -1.41986e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -14198814.000000 Penalty: 3771.999268
	Iteration 69Q: 3 clusters Score -1.419881e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -14199171.000000 Penalty: 3771.999268
	Iteration 70Q: 3 clusters Score -1.419917e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -14199390.000000 Penalty: 3771.999268
	Iteration 71Q: 3 clusters Score -1.419939e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -14199830.000000 Penalty: 3771.999268
	Iteration 72Q: 3 clusters Score -1.419983e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -14200301.000000 Penalty: 3771.999268
	Iteration 73Q: 3 clusters Score -1.42003e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -14200748.000000 Penalty: 3771.999268
	Iteration 74Q: 3 clusters Score -1.420075e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -14201009.000000 Penalty: 3771.999268
	Iteration 75Q: 3 clusters Score -1.420101e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105595 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -14201243.000000 Penalty: 3771.999268
	Iteration 76Q: 3 clusters Score -1.420124e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106442 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -14201347.000000 Penalty: 3771.999268
	Iteration 77Q: 3 clusters Score -1.420135e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -14201468.000000 Penalty: 3771.999268
	Iteration 78Q: 3 clusters Score -1.420147e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -14201453.000000 Penalty: 3771.999268
	Iteration 79Q: 3 clusters Score -1.420145e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -14201524.000000 Penalty: 3771.999268
	Iteration 80F: 3 clusters Score -1.420152e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14201534.000000 Penalty: 3771.999268
	Iteration 81Q: 3 clusters Score -1.420153e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -14201556.000000 Penalty: 3771.999268
	Iteration 82Q: 3 clusters Score -1.420156e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -14201587.000000 Penalty: 3771.999268
	Iteration 83Q: 3 clusters Score -1.420159e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108935 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14201570.000000 Penalty: 3771.999268
	Iteration 84Q: 3 clusters Score -1.420157e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14201571.000000 Penalty: 3771.999268
	Iteration 85Q: 3 clusters Score -1.420157e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14201594.000000 Penalty: 3771.999268
	Iteration 86Q: 3 clusters Score -1.420159e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14201594.000000 Penalty: 3771.999268
	Iteration 87Q: 3 clusters Score -1.420159e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14201604.000000 Penalty: 3771.999268
	Iteration 88Q: 3 clusters Score -1.42016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109150 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14201599.000000 Penalty: 3771.999268
	Iteration 89Q: 3 clusters Score -1.42016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109164 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14201641.000000 Penalty: 3771.999268
	Iteration 90Q: 3 clusters Score -1.420164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14201624.000000 Penalty: 3771.999268
	Iteration 91Q: 3 clusters Score -1.420162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109186 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14201634.000000 Penalty: 3771.999268
	Iteration 92Q: 3 clusters Score -1.420163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14201618.000000 Penalty: 3771.999268
	Iteration 93Q: 3 clusters Score -1.420162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14201632.000000 Penalty: 3771.999268
	Iteration 94Q: 3 clusters Score -1.420163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -14201627.000000 Penalty: 3771.999268
	Iteration 95Q: 3 clusters Score -1.420163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109213 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14201631.000000 Penalty: 3771.999268
	Iteration 96Q: 3 clusters Score -1.420163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109213 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14201631.000000 Penalty: 3771.999268
	Iteration 97F: 3 clusters Score -1.420163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -35788.050781 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -35788.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34840.949219 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -34840.95 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35112.101562 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -35112.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35227.000000 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -35227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35282.144531 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -35282.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35330.957031 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -35330.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35374.855469 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -35374.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35419.835938 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -35419.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35474.601562 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -35474.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35530.656250 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -35530.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35581.234375 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -35581.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35584.808594 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -35584.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35596.054688 Penalty: 1961.531494
	Iteration 11Q: 3 clusters Score -35596.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35607.890625 Penalty: 1961.531494
	Iteration 12Q: 3 clusters Score -35607.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35618.707031 Penalty: 1961.531494
	Iteration 13Q: 3 clusters Score -35618.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35625.179688 Penalty: 1961.531494
	Iteration 14Q: 3 clusters Score -35625.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35628.558594 Penalty: 1961.531494
	Iteration 15Q: 3 clusters Score -35628.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35630.609375 Penalty: 1961.531494
	Iteration 16F: 3 clusters Score -35630.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35639.921875 Penalty: 1961.531494
	Iteration 17Q: 3 clusters Score -35639.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35639.921875 Penalty: 1961.531494
	Iteration 18F: 3 clusters Score -35639.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Entering Unmasked Estep 
Score: -13859321.000000 Penalty: 1884.743896
	Iteration 0F: 2 clusters Score -1.385932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -13788058.000000 Penalty: 3769.487793
	Iteration 0F: 3 clusters Score -1.378806e+07 nChanged 52151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -13819543.000000 Penalty: 3769.487793
	Iteration 1F: 3 clusters Score -1.381954e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -13822039.000000 Penalty: 3769.487793
	Iteration 2Q: 3 clusters Score -1.382204e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -13825749.000000 Penalty: 3769.487793
	Iteration 3F: 3 clusters Score -1.382575e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -13831237.000000 Penalty: 3769.487793
	Iteration 4F: 3 clusters Score -1.383124e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -13838135.000000 Penalty: 3769.487793
	Iteration 5F: 3 clusters Score -1.383814e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -13844938.000000 Penalty: 3769.487793
	Iteration 6F: 3 clusters Score -1.384494e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -13849125.000000 Penalty: 3769.487793
	Iteration 7F: 3 clusters Score -1.384912e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -13851080.000000 Penalty: 3769.487793
	Iteration 8Q: 3 clusters Score -1.385108e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -13852025.000000 Penalty: 3769.487793
	Iteration 9Q: 3 clusters Score -1.385202e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -13852749.000000 Penalty: 3769.487793
	Iteration 10Q: 3 clusters Score -1.385275e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -13853342.000000 Penalty: 3769.487793
	Iteration 11Q: 3 clusters Score -1.385334e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -13853843.000000 Penalty: 3769.487793
	Iteration 12Q: 3 clusters Score -1.385384e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -13854370.000000 Penalty: 3769.487793
	Iteration 13Q: 3 clusters Score -1.385437e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -13854747.000000 Penalty: 3769.487793
	Iteration 14Q: 3 clusters Score -1.385475e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -13855180.000000 Penalty: 3769.487793
	Iteration 15Q: 3 clusters Score -1.385518e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -13855496.000000 Penalty: 3769.487793
	Iteration 16Q: 3 clusters Score -1.38555e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -13855785.000000 Penalty: 3769.487793
	Iteration 17Q: 3 clusters Score -1.385578e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -13856017.000000 Penalty: 3769.487793
	Iteration 18Q: 3 clusters Score -1.385602e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96343 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -13856255.000000 Penalty: 3769.487793
	Iteration 19Q: 3 clusters Score -1.385626e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -13856416.000000 Penalty: 3769.487793
	Iteration 20F: 3 clusters Score -1.385642e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -13856572.000000 Penalty: 3769.487793
	Iteration 21Q: 3 clusters Score -1.385657e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -13856813.000000 Penalty: 3769.487793
	Iteration 22Q: 3 clusters Score -1.385681e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -13856928.000000 Penalty: 3769.487793
	Iteration 23Q: 3 clusters Score -1.385693e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -13857074.000000 Penalty: 3769.487793
	Iteration 24Q: 3 clusters Score -1.385707e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99550 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -13857196.000000 Penalty: 3769.487793
	Iteration 25Q: 3 clusters Score -1.38572e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -13857301.000000 Penalty: 3769.487793
	Iteration 26Q: 3 clusters Score -1.38573e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -13857407.000000 Penalty: 3769.487793
	Iteration 27Q: 3 clusters Score -1.385741e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -13857486.000000 Penalty: 3769.487793
	Iteration 28Q: 3 clusters Score -1.385749e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -13857569.000000 Penalty: 3769.487793
	Iteration 29Q: 3 clusters Score -1.385757e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -13857690.000000 Penalty: 3769.487793
	Iteration 30Q: 3 clusters Score -1.385769e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -13857776.000000 Penalty: 3769.487793
	Iteration 31Q: 3 clusters Score -1.385778e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -13857856.000000 Penalty: 3769.487793
	Iteration 32Q: 3 clusters Score -1.385786e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -13857978.000000 Penalty: 3769.487793
	Iteration 33Q: 3 clusters Score -1.385798e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -13858045.000000 Penalty: 3769.487793
	Iteration 34Q: 3 clusters Score -1.385804e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -13858099.000000 Penalty: 3769.487793
	Iteration 35Q: 3 clusters Score -1.38581e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -13858135.000000 Penalty: 3769.487793
	Iteration 36Q: 3 clusters Score -1.385814e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -13858249.000000 Penalty: 3769.487793
	Iteration 37Q: 3 clusters Score -1.385825e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105409 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -13858294.000000 Penalty: 3769.487793
	Iteration 38Q: 3 clusters Score -1.385829e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105693 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -13858312.000000 Penalty: 3769.487793
	Iteration 39Q: 3 clusters Score -1.385831e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -13858323.000000 Penalty: 3769.487793
	Iteration 40F: 3 clusters Score -1.385832e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106185 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -13858307.000000 Penalty: 3769.487793
	Iteration 41Q: 3 clusters Score -1.385831e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13858285.000000 Penalty: 3769.487793
	Iteration 42Q: 3 clusters Score -1.385828e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -13858289.000000 Penalty: 3769.487793
	Iteration 43Q: 3 clusters Score -1.385829e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106709 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -13858324.000000 Penalty: 3769.487793
	Iteration 44Q: 3 clusters Score -1.385832e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13858346.000000 Penalty: 3769.487793
	Iteration 45Q: 3 clusters Score -1.385835e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -13858342.000000 Penalty: 3769.487793
	Iteration 46Q: 3 clusters Score -1.385834e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13858359.000000 Penalty: 3769.487793
	Iteration 47Q: 3 clusters Score -1.385836e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13858377.000000 Penalty: 3769.487793
	Iteration 48Q: 3 clusters Score -1.385838e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107296 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -13858349.000000 Penalty: 3769.487793
	Iteration 49Q: 3 clusters Score -1.385835e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13858347.000000 Penalty: 3769.487793
	Iteration 50Q: 3 clusters Score -1.385835e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107457 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13858313.000000 Penalty: 3769.487793
	Iteration 51Q: 3 clusters Score -1.385831e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107508 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13858322.000000 Penalty: 3769.487793
	Iteration 52Q: 3 clusters Score -1.385832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13858322.000000 Penalty: 3769.487793
	Iteration 53Q: 3 clusters Score -1.385832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -13858317.000000 Penalty: 3769.487793
	Iteration 54Q: 3 clusters Score -1.385832e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107610 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13858348.000000 Penalty: 3769.487793
	Iteration 55Q: 3 clusters Score -1.385835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -13858331.000000 Penalty: 3769.487793
	Iteration 56Q: 3 clusters Score -1.385833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107661 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13858335.000000 Penalty: 3769.487793
	Iteration 57Q: 3 clusters Score -1.385834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13858327.000000 Penalty: 3769.487793
	Iteration 58Q: 3 clusters Score -1.385833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107717 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -13858313.000000 Penalty: 3769.487793
	Iteration 59Q: 3 clusters Score -1.385831e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13858317.000000 Penalty: 3769.487793
	Iteration 60F: 3 clusters Score -1.385832e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13858296.000000 Penalty: 3769.487793
	Iteration 61Q: 3 clusters Score -1.38583e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13858277.000000 Penalty: 3769.487793
	Iteration 62Q: 3 clusters Score -1.385828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13858269.000000 Penalty: 3769.487793
	Iteration 63Q: 3 clusters Score -1.385827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107852 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13858278.000000 Penalty: 3769.487793
	Iteration 64Q: 3 clusters Score -1.385828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13858274.000000 Penalty: 3769.487793
	Iteration 65Q: 3 clusters Score -1.385827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13858281.000000 Penalty: 3769.487793
	Iteration 66Q: 3 clusters Score -1.385828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13858288.000000 Penalty: 3769.487793
	Iteration 67Q: 3 clusters Score -1.385829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -13858283.000000 Penalty: 3769.487793
	Iteration 68Q: 3 clusters Score -1.385828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -13858277.000000 Penalty: 3769.487793
	Iteration 69Q: 3 clusters Score -1.385828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13858267.000000 Penalty: 3769.487793
	Iteration 70Q: 3 clusters Score -1.385827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13858274.000000 Penalty: 3769.487793
	Iteration 71Q: 3 clusters Score -1.385827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13858277.000000 Penalty: 3769.487793
	Iteration 72Q: 3 clusters Score -1.385828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -13858252.000000 Penalty: 3769.487793
	Iteration 73Q: 3 clusters Score -1.385825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -13858255.000000 Penalty: 3769.487793
	Iteration 74Q: 3 clusters Score -1.385826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107971 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13858256.000000 Penalty: 3769.487793
	Iteration 75Q: 3 clusters Score -1.385826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13858254.000000 Penalty: 3769.487793
	Iteration 76Q: 3 clusters Score -1.385825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13858254.000000 Penalty: 3769.487793
	Iteration 77Q: 3 clusters Score -1.385825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13858254.000000 Penalty: 3769.487793
	Iteration 78Q: 3 clusters Score -1.385825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13858252.000000 Penalty: 3769.487793
	Iteration 79Q: 3 clusters Score -1.385825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108001 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -13858262.000000 Penalty: 3769.487793
	Iteration 80F: 3 clusters Score -1.385826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108016 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13858259.000000 Penalty: 3769.487793
	Iteration 81Q: 3 clusters Score -1.385826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108027 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13858245.000000 Penalty: 3769.487793
	Iteration 82Q: 3 clusters Score -1.385824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13858243.000000 Penalty: 3769.487793
	Iteration 83Q: 3 clusters Score -1.385824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108037 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13858238.000000 Penalty: 3769.487793
	Iteration 84Q: 3 clusters Score -1.385824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108039 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13858232.000000 Penalty: 3769.487793
	Iteration 85Q: 3 clusters Score -1.385823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108044 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13858230.000000 Penalty: 3769.487793
	Iteration 86Q: 3 clusters Score -1.385823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13858238.000000 Penalty: 3769.487793
	Iteration 87Q: 3 clusters Score -1.385824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108055 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13858231.000000 Penalty: 3769.487793
	Iteration 88Q: 3 clusters Score -1.385823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108063 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13858230.000000 Penalty: 3769.487793
	Iteration 89Q: 3 clusters Score -1.385823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108068 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13858235.000000 Penalty: 3769.487793
	Iteration 90Q: 3 clusters Score -1.385824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -13858238.000000 Penalty: 3769.487793
	Iteration 91Q: 3 clusters Score -1.385824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13858234.000000 Penalty: 3769.487793
	Iteration 92Q: 3 clusters Score -1.385823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108077 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13858238.000000 Penalty: 3769.487793
	Iteration 93Q: 3 clusters Score -1.385824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13858231.000000 Penalty: 3769.487793
	Iteration 94Q: 3 clusters Score -1.385823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13858231.000000 Penalty: 3769.487793
	Iteration 95F: 3 clusters Score -1.385823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -56376.660156 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -56376.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55367.695312 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -55367.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55893.886719 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -55893.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56204.019531 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -56204.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56369.636719 Penalty: 2031.241943
	Iteration 3F: 3 clusters Score -56369.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56465.214844 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -56465.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56496.792969 Penalty: 2031.241943
	Iteration 5Q: 3 clusters Score -56496.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56565.066406 Penalty: 2031.241943
	Iteration 6Q: 3 clusters Score -56565.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56598.734375 Penalty: 2031.241943
	Iteration 7Q: 3 clusters Score -56598.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56602.621094 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -56602.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56604.996094 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -56605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56604.996094 Penalty: 2031.241943
	Iteration 10F: 3 clusters Score -56605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31431 members 
Mstep: Class 3 contains 25697 members 
Mstep: Class 4 contains 109442 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 109771 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108926 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 22363 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25627 members 
Mstep: Class 15 contains 96480 members 
Mstep: Class 16 contains 37496 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 243 members 
Mstep: Class 19 contains 2271 members 
Entering Unmasked Estep 
Score: -72803992.000000 Penalty: 40969.332031
Splitting cluster 9 changes total score from -72804904.000000 to -72803992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (22363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Entering Unmasked Estep 
Score: -2810037.500000 Penalty: 1627.464111
	Iteration 0F: 2 clusters Score -2810038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2794876.250000 Penalty: 3254.928223
	Iteration 0F: 3 clusters Score -2794876 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2800348.000000 Penalty: 3254.928223
	Iteration 1F: 3 clusters Score -2800348 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2800747.750000 Penalty: 3254.928223
	Iteration 2Q: 3 clusters Score -2800748 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2801206.000000 Penalty: 3254.928223
	Iteration 3Q: 3 clusters Score -2801206 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2801663.750000 Penalty: 3254.928223
	Iteration 4Q: 3 clusters Score -2801664 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2802092.000000 Penalty: 3254.928223
	Iteration 5Q: 3 clusters Score -2802092 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2802570.500000 Penalty: 3254.928223
	Iteration 6Q: 3 clusters Score -2802570 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2803129.750000 Penalty: 3254.928223
	Iteration 7Q: 3 clusters Score -2803130 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2803880.750000 Penalty: 3254.928223
	Iteration 8Q: 3 clusters Score -2803881 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2804743.250000 Penalty: 3254.928223
	Iteration 9F: 3 clusters Score -2804743 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2805634.250000 Penalty: 3254.928223
	Iteration 10Q: 3 clusters Score -2805634 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2806363.000000 Penalty: 3254.928223
	Iteration 11Q: 3 clusters Score -2806363 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2806883.250000 Penalty: 3254.928223
	Iteration 12Q: 3 clusters Score -2806883 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2807303.500000 Penalty: 3254.928223
	Iteration 13Q: 3 clusters Score -2807304 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2807587.500000 Penalty: 3254.928223
	Iteration 14Q: 3 clusters Score -2807588 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2807833.250000 Penalty: 3254.928223
	Iteration 15Q: 3 clusters Score -2807833 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2807997.500000 Penalty: 3254.928223
	Iteration 16Q: 3 clusters Score -2807998 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2808112.750000 Penalty: 3254.928223
	Iteration 17Q: 3 clusters Score -2808113 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2808198.000000 Penalty: 3254.928223
	Iteration 18Q: 3 clusters Score -2808198 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2808269.500000 Penalty: 3254.928223
	Iteration 19Q: 3 clusters Score -2808270 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2808330.000000 Penalty: 3254.928223
	Iteration 20F: 3 clusters Score -2808330 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2808373.500000 Penalty: 3254.928223
	Iteration 21Q: 3 clusters Score -2808374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2808416.750000 Penalty: 3254.928223
	Iteration 22Q: 3 clusters Score -2808417 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2808446.500000 Penalty: 3254.928223
	Iteration 23Q: 3 clusters Score -2808446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2808480.500000 Penalty: 3254.928223
	Iteration 24Q: 3 clusters Score -2808480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2808515.750000 Penalty: 3254.928223
	Iteration 25Q: 3 clusters Score -2808516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2808554.000000 Penalty: 3254.928223
	Iteration 26Q: 3 clusters Score -2808554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2808580.750000 Penalty: 3254.928223
	Iteration 27Q: 3 clusters Score -2808581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2808595.000000 Penalty: 3254.928223
	Iteration 28Q: 3 clusters Score -2808595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2808608.750000 Penalty: 3254.928223
	Iteration 29Q: 3 clusters Score -2808609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2808621.500000 Penalty: 3254.928223
	Iteration 30Q: 3 clusters Score -2808622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2808630.500000 Penalty: 3254.928223
	Iteration 31Q: 3 clusters Score -2808630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2808638.000000 Penalty: 3254.928223
	Iteration 32Q: 3 clusters Score -2808638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2808643.250000 Penalty: 3254.928223
	Iteration 33Q: 3 clusters Score -2808643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2808656.500000 Penalty: 3254.928223
	Iteration 34Q: 3 clusters Score -2808656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2808663.750000 Penalty: 3254.928223
	Iteration 35Q: 3 clusters Score -2808664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2808669.750000 Penalty: 3254.928223
	Iteration 36Q: 3 clusters Score -2808670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2808679.500000 Penalty: 3254.928223
	Iteration 37Q: 3 clusters Score -2808680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2808687.500000 Penalty: 3254.928223
	Iteration 38Q: 3 clusters Score -2808688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2808690.500000 Penalty: 3254.928223
	Iteration 39Q: 3 clusters Score -2808690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2808691.750000 Penalty: 3254.928223
	Iteration 40F: 3 clusters Score -2808692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2808697.750000 Penalty: 3254.928223
	Iteration 41Q: 3 clusters Score -2808698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2808699.000000 Penalty: 3254.928223
	Iteration 42Q: 3 clusters Score -2808699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2808703.000000 Penalty: 3254.928223
	Iteration 43Q: 3 clusters Score -2808703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2808705.500000 Penalty: 3254.928223
	Iteration 44Q: 3 clusters Score -2808706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2808704.000000 Penalty: 3254.928223
	Iteration 45Q: 3 clusters Score -2808704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2808704.000000 Penalty: 3254.928223
	Iteration 46F: 3 clusters Score -2808704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -438385.593750 Penalty: 1328.846313
	Iteration 0F: 2 clusters Score -438385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -435279.437500 Penalty: 2657.692627
	Iteration 0F: 3 clusters Score -435279.4 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -436054.375000 Penalty: 2657.692627
	Iteration 1F: 3 clusters Score -436054.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -436223.281250 Penalty: 2657.692627
	Iteration 2F: 3 clusters Score -436223.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -436400.906250 Penalty: 2657.692627
	Iteration 3F: 3 clusters Score -436400.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -436601.531250 Penalty: 2657.692627
	Iteration 4F: 3 clusters Score -436601.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -436799.718750 Penalty: 2657.692627
	Iteration 5F: 3 clusters Score -436799.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -436978.687500 Penalty: 2657.692627
	Iteration 6F: 3 clusters Score -436978.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -437153.718750 Penalty: 2657.692627
	Iteration 7F: 3 clusters Score -437153.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -437320.093750 Penalty: 2657.692627
	Iteration 8F: 3 clusters Score -437320.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -437425.312500 Penalty: 2657.692627
	Iteration 9Q: 3 clusters Score -437425.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -437513.187500 Penalty: 2657.692627
	Iteration 10Q: 3 clusters Score -437513.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -437573.500000 Penalty: 2657.692627
	Iteration 11Q: 3 clusters Score -437573.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -437635.875000 Penalty: 2657.692627
	Iteration 12Q: 3 clusters Score -437635.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -437691.812500 Penalty: 2657.692627
	Iteration 13Q: 3 clusters Score -437691.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -437727.031250 Penalty: 2657.692627
	Iteration 14Q: 3 clusters Score -437727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -437754.562500 Penalty: 2657.692627
	Iteration 15Q: 3 clusters Score -437754.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -437774.375000 Penalty: 2657.692627
	Iteration 16Q: 3 clusters Score -437774.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -437783.718750 Penalty: 2657.692627
	Iteration 17Q: 3 clusters Score -437783.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -437796.718750 Penalty: 2657.692627
	Iteration 18Q: 3 clusters Score -437796.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -437805.062500 Penalty: 2657.692627
	Iteration 19Q: 3 clusters Score -437805.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -437813.156250 Penalty: 2657.692627
	Iteration 20F: 3 clusters Score -437813.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -437818.531250 Penalty: 2657.692627
	Iteration 21Q: 3 clusters Score -437818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -437820.718750 Penalty: 2657.692627
	Iteration 22Q: 3 clusters Score -437820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -437821.687500 Penalty: 2657.692627
	Iteration 23Q: 3 clusters Score -437821.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -437822.000000 Penalty: 2657.692627
	Iteration 24Q: 3 clusters Score -437822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -437822.250000 Penalty: 2657.692627
	Iteration 25Q: 3 clusters Score -437822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -437822.250000 Penalty: 2657.692627
	Iteration 26Q: 3 clusters Score -437822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -437822.750000 Penalty: 2657.692627
	Iteration 27Q: 3 clusters Score -437822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -437823.531250 Penalty: 2657.692627
	Iteration 28Q: 3 clusters Score -437823.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -437823.750000 Penalty: 2657.692627
	Iteration 29Q: 3 clusters Score -437823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -437823.250000 Penalty: 2657.692627
	Iteration 30Q: 3 clusters Score -437823.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -437823.250000 Penalty: 2657.692627
	Iteration 31F: 3 clusters Score -437823.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -8771.176758 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -8771.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8069.064941 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -8069.065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8271.884766 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -8271.885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8303.708008 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -8303.708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8310.817383 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -8310.817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8318.365234 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -8318.365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8359.211914 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -8359.212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8394.981445 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -8394.981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8404.980469 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -8404.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8414.606445 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -8414.606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8436.823242 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -8436.823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8465.266602 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -8465.267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8476.733398 Penalty: 1824.266602
	Iteration 11Q: 3 clusters Score -8476.733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8486.187500 Penalty: 1824.266602
	Iteration 12Q: 3 clusters Score -8486.188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8486.604492 Penalty: 1824.266602
	Iteration 13Q: 3 clusters Score -8486.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8487.648438 Penalty: 1824.266602
	Iteration 14Q: 3 clusters Score -8487.648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8502.779297 Penalty: 1824.266602
	Iteration 15Q: 3 clusters Score -8502.779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8502.783203 Penalty: 1824.266602
	Iteration 16F: 3 clusters Score -8502.783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8512.227539 Penalty: 1824.266602
	Iteration 17Q: 3 clusters Score -8512.228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8525.716797 Penalty: 1824.266602
	Iteration 18Q: 3 clusters Score -8525.717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8580.743164 Penalty: 1824.266602
	Iteration 19Q: 3 clusters Score -8580.743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8654.465820 Penalty: 1824.266602
	Iteration 20F: 3 clusters Score -8654.466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8715.490234 Penalty: 1824.266602
	Iteration 21Q: 3 clusters Score -8715.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8752.748047 Penalty: 1824.266602
	Iteration 22Q: 3 clusters Score -8752.748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8779.159180 Penalty: 1824.266602
	Iteration 23Q: 3 clusters Score -8779.159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8804.694336 Penalty: 1824.266602
	Iteration 24Q: 3 clusters Score -8804.694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8807.366211 Penalty: 1824.266602
	Iteration 25Q: 3 clusters Score -8807.366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8815.907227 Penalty: 1824.266602
	Iteration 26Q: 3 clusters Score -8815.907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8822.156250 Penalty: 1824.266602
	Iteration 27F: 3 clusters Score -8822.156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8855.233398 Penalty: 1824.266602
	Iteration 28Q: 3 clusters Score -8855.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8855.233398 Penalty: 1824.266602
	Iteration 29F: 3 clusters Score -8855.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31431 members 
Mstep: Class 3 contains 25697 members 
Mstep: Class 4 contains 109442 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 109771 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108926 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22363 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 116 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25627 members 
Mstep: Class 15 contains 96480 members 
Mstep: Class 16 contains 37496 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 158 members 
Mstep: Class 19 contains 2271 members 
Entering Unmasked Estep 
Score: -72803744.000000 Penalty: 40969.332031
Splitting cluster 12 changes total score from -72804904.000000 to -72803744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19167.984375 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19167.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18378.044922 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -18378.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18657.267578 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -18657.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18777.300781 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -18777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18834.679688 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -18834.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18846.656250 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -18846.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18857.851562 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -18857.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18862.041016 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -18862.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18875.734375 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -18875.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18875.734375 Penalty: 1852.644165
	Iteration 8F: 3 clusters Score -18875.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Entering Unmasked Estep 
Score: -3270504.750000 Penalty: 1649.602783
	Iteration 0F: 2 clusters Score -3270505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3253152.250000 Penalty: 3299.205566
	Iteration 0F: 3 clusters Score -3253152 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3259691.500000 Penalty: 3299.205566
	Iteration 1F: 3 clusters Score -3259692 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -3260316.500000 Penalty: 3299.205566
	Iteration 2F: 3 clusters Score -3260316 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3261207.250000 Penalty: 3299.205566
	Iteration 3F: 3 clusters Score -3261207 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3262580.750000 Penalty: 3299.205566
	Iteration 4F: 3 clusters Score -3262581 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3264376.000000 Penalty: 3299.205566
	Iteration 5F: 3 clusters Score -3264376 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3266294.250000 Penalty: 3299.205566
	Iteration 6F: 3 clusters Score -3266294 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3267835.750000 Penalty: 3299.205566
	Iteration 7F: 3 clusters Score -3267836 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3268667.750000 Penalty: 3299.205566
	Iteration 8Q: 3 clusters Score -3268668 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3269014.500000 Penalty: 3299.205566
	Iteration 9Q: 3 clusters Score -3269014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3269172.500000 Penalty: 3299.205566
	Iteration 10Q: 3 clusters Score -3269172 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3269251.250000 Penalty: 3299.205566
	Iteration 11Q: 3 clusters Score -3269251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3269306.750000 Penalty: 3299.205566
	Iteration 12Q: 3 clusters Score -3269307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3269318.500000 Penalty: 3299.205566
	Iteration 13Q: 3 clusters Score -3269318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3269332.250000 Penalty: 3299.205566
	Iteration 14Q: 3 clusters Score -3269332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3269342.250000 Penalty: 3299.205566
	Iteration 15Q: 3 clusters Score -3269342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3269351.000000 Penalty: 3299.205566
	Iteration 16Q: 3 clusters Score -3269351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3269358.000000 Penalty: 3299.205566
	Iteration 17Q: 3 clusters Score -3269358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3269361.500000 Penalty: 3299.205566
	Iteration 18Q: 3 clusters Score -3269362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3269366.250000 Penalty: 3299.205566
	Iteration 19Q: 3 clusters Score -3269366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3269374.750000 Penalty: 3299.205566
	Iteration 20F: 3 clusters Score -3269375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3269373.750000 Penalty: 3299.205566
	Iteration 21Q: 3 clusters Score -3269374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3269380.000000 Penalty: 3299.205566
	Iteration 22Q: 3 clusters Score -3269380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3269380.000000 Penalty: 3299.205566
	Iteration 23F: 3 clusters Score -3269380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Entering Unmasked Estep 
Score: -12250404.000000 Penalty: 1865.027222
	Iteration 0F: 2 clusters Score -1.22504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -12186669.000000 Penalty: 3730.054443
	Iteration 0F: 3 clusters Score -1.218667e+07 nChanged 46022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -12213461.000000 Penalty: 3730.054443
	Iteration 1F: 3 clusters Score -1.221346e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -12214569.000000 Penalty: 3730.054443
	Iteration 2Q: 3 clusters Score -1.221457e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -12216257.000000 Penalty: 3730.054443
	Iteration 3Q: 3 clusters Score -1.221626e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -12219018.000000 Penalty: 3730.054443
	Iteration 4F: 3 clusters Score -1.221902e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -12223361.000000 Penalty: 3730.054443
	Iteration 5F: 3 clusters Score -1.222336e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -12229156.000000 Penalty: 3730.054443
	Iteration 6F: 3 clusters Score -1.222916e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -12235313.000000 Penalty: 3730.054443
	Iteration 7F: 3 clusters Score -1.223531e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -12240079.000000 Penalty: 3730.054443
	Iteration 8F: 3 clusters Score -1.224008e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -12242425.000000 Penalty: 3730.054443
	Iteration 9Q: 3 clusters Score -1.224242e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -12243685.000000 Penalty: 3730.054443
	Iteration 10Q: 3 clusters Score -1.224368e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -12244557.000000 Penalty: 3730.054443
	Iteration 11Q: 3 clusters Score -1.224456e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -12245095.000000 Penalty: 3730.054443
	Iteration 12Q: 3 clusters Score -1.22451e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -12245538.000000 Penalty: 3730.054443
	Iteration 13Q: 3 clusters Score -1.224554e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -12245815.000000 Penalty: 3730.054443
	Iteration 14Q: 3 clusters Score -1.224582e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -12246009.000000 Penalty: 3730.054443
	Iteration 15Q: 3 clusters Score -1.224601e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -12246148.000000 Penalty: 3730.054443
	Iteration 16Q: 3 clusters Score -1.224615e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -12246230.000000 Penalty: 3730.054443
	Iteration 17Q: 3 clusters Score -1.224623e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -12246307.000000 Penalty: 3730.054443
	Iteration 18Q: 3 clusters Score -1.224631e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -12246310.000000 Penalty: 3730.054443
	Iteration 19Q: 3 clusters Score -1.224631e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -12246350.000000 Penalty: 3730.054443
	Iteration 20F: 3 clusters Score -1.224635e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -12246394.000000 Penalty: 3730.054443
	Iteration 21Q: 3 clusters Score -1.224639e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -12246480.000000 Penalty: 3730.054443
	Iteration 22Q: 3 clusters Score -1.224648e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -12246487.000000 Penalty: 3730.054443
	Iteration 23Q: 3 clusters Score -1.224649e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -12246540.000000 Penalty: 3730.054443
	Iteration 24Q: 3 clusters Score -1.224654e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -12246558.000000 Penalty: 3730.054443
	Iteration 25Q: 3 clusters Score -1.224656e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -12246595.000000 Penalty: 3730.054443
	Iteration 26Q: 3 clusters Score -1.22466e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -12246684.000000 Penalty: 3730.054443
	Iteration 27Q: 3 clusters Score -1.224668e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -12246733.000000 Penalty: 3730.054443
	Iteration 28Q: 3 clusters Score -1.224673e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -12246727.000000 Penalty: 3730.054443
	Iteration 29Q: 3 clusters Score -1.224673e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -12246792.000000 Penalty: 3730.054443
	Iteration 30Q: 3 clusters Score -1.224679e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -12246834.000000 Penalty: 3730.054443
	Iteration 31Q: 3 clusters Score -1.224683e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -12246905.000000 Penalty: 3730.054443
	Iteration 32Q: 3 clusters Score -1.22469e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -12246911.000000 Penalty: 3730.054443
	Iteration 33Q: 3 clusters Score -1.224691e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -12246912.000000 Penalty: 3730.054443
	Iteration 34Q: 3 clusters Score -1.224691e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -12246964.000000 Penalty: 3730.054443
	Iteration 35Q: 3 clusters Score -1.224696e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -12246981.000000 Penalty: 3730.054443
	Iteration 36Q: 3 clusters Score -1.224698e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -12246986.000000 Penalty: 3730.054443
	Iteration 37Q: 3 clusters Score -1.224699e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -12246985.000000 Penalty: 3730.054443
	Iteration 38Q: 3 clusters Score -1.224698e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -12246978.000000 Penalty: 3730.054443
	Iteration 39Q: 3 clusters Score -1.224698e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -12247004.000000 Penalty: 3730.054443
	Iteration 40F: 3 clusters Score -1.2247e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -12247067.000000 Penalty: 3730.054443
	Iteration 41Q: 3 clusters Score -1.224707e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -12247053.000000 Penalty: 3730.054443
	Iteration 42Q: 3 clusters Score -1.224705e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -12247087.000000 Penalty: 3730.054443
	Iteration 43Q: 3 clusters Score -1.224709e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -12247130.000000 Penalty: 3730.054443
	Iteration 44Q: 3 clusters Score -1.224713e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85149 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -12247105.000000 Penalty: 3730.054443
	Iteration 45Q: 3 clusters Score -1.22471e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -12247126.000000 Penalty: 3730.054443
	Iteration 46Q: 3 clusters Score -1.224713e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -12247165.000000 Penalty: 3730.054443
	Iteration 47Q: 3 clusters Score -1.224716e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -12247185.000000 Penalty: 3730.054443
	Iteration 48Q: 3 clusters Score -1.224718e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -12247228.000000 Penalty: 3730.054443
	Iteration 49Q: 3 clusters Score -1.224723e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -12247238.000000 Penalty: 3730.054443
	Iteration 50Q: 3 clusters Score -1.224724e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -12247246.000000 Penalty: 3730.054443
	Iteration 51Q: 3 clusters Score -1.224725e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -12247285.000000 Penalty: 3730.054443
	Iteration 52Q: 3 clusters Score -1.224728e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -12247301.000000 Penalty: 3730.054443
	Iteration 53Q: 3 clusters Score -1.22473e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -12247332.000000 Penalty: 3730.054443
	Iteration 54Q: 3 clusters Score -1.224733e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -12247385.000000 Penalty: 3730.054443
	Iteration 55Q: 3 clusters Score -1.224738e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -12247420.000000 Penalty: 3730.054443
	Iteration 56Q: 3 clusters Score -1.224742e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -12247492.000000 Penalty: 3730.054443
	Iteration 57Q: 3 clusters Score -1.224749e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -12247542.000000 Penalty: 3730.054443
	Iteration 58Q: 3 clusters Score -1.224754e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -12247568.000000 Penalty: 3730.054443
	Iteration 59Q: 3 clusters Score -1.224757e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -12247583.000000 Penalty: 3730.054443
	Iteration 60F: 3 clusters Score -1.224758e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -12247621.000000 Penalty: 3730.054443
	Iteration 61Q: 3 clusters Score -1.224762e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -12247679.000000 Penalty: 3730.054443
	Iteration 62Q: 3 clusters Score -1.224768e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -12247808.000000 Penalty: 3730.054443
	Iteration 63Q: 3 clusters Score -1.224781e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -12247857.000000 Penalty: 3730.054443
	Iteration 64Q: 3 clusters Score -1.224786e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -12247886.000000 Penalty: 3730.054443
	Iteration 65Q: 3 clusters Score -1.224789e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -12248013.000000 Penalty: 3730.054443
	Iteration 66Q: 3 clusters Score -1.224801e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -12248067.000000 Penalty: 3730.054443
	Iteration 67Q: 3 clusters Score -1.224807e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -12248151.000000 Penalty: 3730.054443
	Iteration 68Q: 3 clusters Score -1.224815e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -12248170.000000 Penalty: 3730.054443
	Iteration 69Q: 3 clusters Score -1.224817e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -12248252.000000 Penalty: 3730.054443
	Iteration 70Q: 3 clusters Score -1.224825e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92490 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -12248316.000000 Penalty: 3730.054443
	Iteration 71Q: 3 clusters Score -1.224832e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -12248372.000000 Penalty: 3730.054443
	Iteration 72Q: 3 clusters Score -1.224837e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -12248441.000000 Penalty: 3730.054443
	Iteration 73Q: 3 clusters Score -1.224844e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -12248471.000000 Penalty: 3730.054443
	Iteration 74Q: 3 clusters Score -1.224847e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -12248612.000000 Penalty: 3730.054443
	Iteration 75Q: 3 clusters Score -1.224861e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -12248710.000000 Penalty: 3730.054443
	Iteration 76Q: 3 clusters Score -1.224871e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -12248768.000000 Penalty: 3730.054443
	Iteration 77Q: 3 clusters Score -1.224877e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12248829.000000 Penalty: 3730.054443
	Iteration 78Q: 3 clusters Score -1.224883e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -12248854.000000 Penalty: 3730.054443
	Iteration 79Q: 3 clusters Score -1.224885e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -12248940.000000 Penalty: 3730.054443
	Iteration 80F: 3 clusters Score -1.224894e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -12248982.000000 Penalty: 3730.054443
	Iteration 81Q: 3 clusters Score -1.224898e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -12249010.000000 Penalty: 3730.054443
	Iteration 82Q: 3 clusters Score -1.224901e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12249033.000000 Penalty: 3730.054443
	Iteration 83Q: 3 clusters Score -1.224903e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -12249073.000000 Penalty: 3730.054443
	Iteration 84Q: 3 clusters Score -1.224907e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12249098.000000 Penalty: 3730.054443
	Iteration 85Q: 3 clusters Score -1.22491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12249075.000000 Penalty: 3730.054443
	Iteration 86Q: 3 clusters Score -1.224908e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95137 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12249085.000000 Penalty: 3730.054443
	Iteration 87Q: 3 clusters Score -1.224908e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12249092.000000 Penalty: 3730.054443
	Iteration 88Q: 3 clusters Score -1.224909e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95219 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -12249099.000000 Penalty: 3730.054443
	Iteration 89Q: 3 clusters Score -1.22491e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12249085.000000 Penalty: 3730.054443
	Iteration 90Q: 3 clusters Score -1.224908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95293 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12249110.000000 Penalty: 3730.054443
	Iteration 91Q: 3 clusters Score -1.224911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12249102.000000 Penalty: 3730.054443
	Iteration 92Q: 3 clusters Score -1.22491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -12249101.000000 Penalty: 3730.054443
	Iteration 93Q: 3 clusters Score -1.22491e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95365 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -12249112.000000 Penalty: 3730.054443
	Iteration 94Q: 3 clusters Score -1.224911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -12249121.000000 Penalty: 3730.054443
	Iteration 95Q: 3 clusters Score -1.224912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12249112.000000 Penalty: 3730.054443
	Iteration 96Q: 3 clusters Score -1.224911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12249130.000000 Penalty: 3730.054443
	Iteration 97Q: 3 clusters Score -1.224913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12249131.000000 Penalty: 3730.054443
	Iteration 98Q: 3 clusters Score -1.224913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12249123.000000 Penalty: 3730.054443
	Iteration 99Q: 3 clusters Score -1.224912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12249143.000000 Penalty: 3730.054443
	Iteration 100F: 3 clusters Score -1.224914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12249149.000000 Penalty: 3730.054443
	Iteration 101Q: 3 clusters Score -1.224915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12249144.000000 Penalty: 3730.054443
	Iteration 102Q: 3 clusters Score -1.224914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12249148.000000 Penalty: 3730.054443
	Iteration 103Q: 3 clusters Score -1.224915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12249143.000000 Penalty: 3730.054443
	Iteration 104Q: 3 clusters Score -1.224914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12249136.000000 Penalty: 3730.054443
	Iteration 105Q: 3 clusters Score -1.224914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12249141.000000 Penalty: 3730.054443
	Iteration 106Q: 3 clusters Score -1.224914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12249141.000000 Penalty: 3730.054443
	Iteration 107F: 3 clusters Score -1.224914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Entering Unmasked Estep 
Score: -4827903.500000 Penalty: 1711.448242
	Iteration 0F: 2 clusters Score -4827904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4802577.500000 Penalty: 3422.896484
	Iteration 0F: 3 clusters Score -4802578 nChanged 17644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4812415.000000 Penalty: 3422.896484
	Iteration 1F: 3 clusters Score -4812415 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4812891.000000 Penalty: 3422.896484
	Iteration 2Q: 3 clusters Score -4812891 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4813403.500000 Penalty: 3422.896484
	Iteration 3Q: 3 clusters Score -4813404 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4813948.000000 Penalty: 3422.896484
	Iteration 4Q: 3 clusters Score -4813948 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4814577.000000 Penalty: 3422.896484
	Iteration 5Q: 3 clusters Score -4814577 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4815328.500000 Penalty: 3422.896484
	Iteration 6Q: 3 clusters Score -4815328 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4816208.500000 Penalty: 3422.896484
	Iteration 7Q: 3 clusters Score -4816208 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4817297.000000 Penalty: 3422.896484
	Iteration 8Q: 3 clusters Score -4817297 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -4818628.500000 Penalty: 3422.896484
	Iteration 9F: 3 clusters Score -4818628 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -4819983.500000 Penalty: 3422.896484
	Iteration 10F: 3 clusters Score -4819984 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -4821368.500000 Penalty: 3422.896484
	Iteration 11Q: 3 clusters Score -4821368 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -4822468.500000 Penalty: 3422.896484
	Iteration 12Q: 3 clusters Score -4822468 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4823182.500000 Penalty: 3422.896484
	Iteration 13Q: 3 clusters Score -4823182 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -4823674.500000 Penalty: 3422.896484
	Iteration 14Q: 3 clusters Score -4823674 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4823994.000000 Penalty: 3422.896484
	Iteration 15Q: 3 clusters Score -4823994 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4824272.000000 Penalty: 3422.896484
	Iteration 16Q: 3 clusters Score -4824272 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4824555.000000 Penalty: 3422.896484
	Iteration 17Q: 3 clusters Score -4824555 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4824778.000000 Penalty: 3422.896484
	Iteration 18Q: 3 clusters Score -4824778 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4825003.000000 Penalty: 3422.896484
	Iteration 19Q: 3 clusters Score -4825003 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4825230.000000 Penalty: 3422.896484
	Iteration 20F: 3 clusters Score -4825230 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -4825414.000000 Penalty: 3422.896484
	Iteration 21Q: 3 clusters Score -4825414 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -4825567.500000 Penalty: 3422.896484
	Iteration 22Q: 3 clusters Score -4825568 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -4825697.000000 Penalty: 3422.896484
	Iteration 23Q: 3 clusters Score -4825697 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4825812.000000 Penalty: 3422.896484
	Iteration 24Q: 3 clusters Score -4825812 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -4825919.000000 Penalty: 3422.896484
	Iteration 25Q: 3 clusters Score -4825919 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -4825987.000000 Penalty: 3422.896484
	Iteration 26Q: 3 clusters Score -4825987 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4826061.000000 Penalty: 3422.896484
	Iteration 27Q: 3 clusters Score -4826061 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -4826097.000000 Penalty: 3422.896484
	Iteration 28Q: 3 clusters Score -4826097 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -4826149.000000 Penalty: 3422.896484
	Iteration 29Q: 3 clusters Score -4826149 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -4826198.000000 Penalty: 3422.896484
	Iteration 30Q: 3 clusters Score -4826198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -4826230.500000 Penalty: 3422.896484
	Iteration 31Q: 3 clusters Score -4826230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4826275.000000 Penalty: 3422.896484
	Iteration 32Q: 3 clusters Score -4826275 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -4826304.000000 Penalty: 3422.896484
	Iteration 33Q: 3 clusters Score -4826304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4826327.500000 Penalty: 3422.896484
	Iteration 34Q: 3 clusters Score -4826328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -4826349.500000 Penalty: 3422.896484
	Iteration 35Q: 3 clusters Score -4826350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4826362.000000 Penalty: 3422.896484
	Iteration 36Q: 3 clusters Score -4826362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4826368.000000 Penalty: 3422.896484
	Iteration 37Q: 3 clusters Score -4826368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4826384.000000 Penalty: 3422.896484
	Iteration 38Q: 3 clusters Score -4826384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -4826391.500000 Penalty: 3422.896484
	Iteration 39Q: 3 clusters Score -4826392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4826396.500000 Penalty: 3422.896484
	Iteration 40F: 3 clusters Score -4826396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4826397.000000 Penalty: 3422.896484
	Iteration 41Q: 3 clusters Score -4826397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4826399.500000 Penalty: 3422.896484
	Iteration 42Q: 3 clusters Score -4826400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4826402.500000 Penalty: 3422.896484
	Iteration 43Q: 3 clusters Score -4826402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -4826401.500000 Penalty: 3422.896484
	Iteration 44Q: 3 clusters Score -4826402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4826402.500000 Penalty: 3422.896484
	Iteration 45Q: 3 clusters Score -4826402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4826403.500000 Penalty: 3422.896484
	Iteration 46Q: 3 clusters Score -4826404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -4826409.500000 Penalty: 3422.896484
	Iteration 47Q: 3 clusters Score -4826410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -4826410.000000 Penalty: 3422.896484
	Iteration 48Q: 3 clusters Score -4826410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4826409.500000 Penalty: 3422.896484
	Iteration 49Q: 3 clusters Score -4826410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4826409.500000 Penalty: 3422.896484
	Iteration 50F: 3 clusters Score -4826410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Entering Unmasked Estep 
Score: -320648.812500 Penalty: 1268.455811
	Iteration 0F: 2 clusters Score -320648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -318253.937500 Penalty: 2536.911621
	Iteration 0F: 3 clusters Score -318253.9 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -318809.812500 Penalty: 2536.911621
	Iteration 1F: 3 clusters Score -318809.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -318931.562500 Penalty: 2536.911621
	Iteration 2F: 3 clusters Score -318931.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -319011.187500 Penalty: 2536.911621
	Iteration 3Q: 3 clusters Score -319011.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -319074.500000 Penalty: 2536.911621
	Iteration 4Q: 3 clusters Score -319074.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -319125.375000 Penalty: 2536.911621
	Iteration 5Q: 3 clusters Score -319125.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -319174.656250 Penalty: 2536.911621
	Iteration 6Q: 3 clusters Score -319174.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -319217.343750 Penalty: 2536.911621
	Iteration 7Q: 3 clusters Score -319217.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -319254.187500 Penalty: 2536.911621
	Iteration 8Q: 3 clusters Score -319254.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -319291.968750 Penalty: 2536.911621
	Iteration 9Q: 3 clusters Score -319292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -319322.687500 Penalty: 2536.911621
	Iteration 10Q: 3 clusters Score -319322.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -319358.406250 Penalty: 2536.911621
	Iteration 11Q: 3 clusters Score -319358.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -319391.343750 Penalty: 2536.911621
	Iteration 12Q: 3 clusters Score -319391.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -319419.437500 Penalty: 2536.911621
	Iteration 13Q: 3 clusters Score -319419.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -319445.000000 Penalty: 2536.911621
	Iteration 14Q: 3 clusters Score -319445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -319470.562500 Penalty: 2536.911621
	Iteration 15Q: 3 clusters Score -319470.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -319500.531250 Penalty: 2536.911621
	Iteration 16Q: 3 clusters Score -319500.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -319526.312500 Penalty: 2536.911621
	Iteration 17Q: 3 clusters Score -319526.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -319548.406250 Penalty: 2536.911621
	Iteration 18Q: 3 clusters Score -319548.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -319571.000000 Penalty: 2536.911621
	Iteration 19Q: 3 clusters Score -319571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -319591.312500 Penalty: 2536.911621
	Iteration 20F: 3 clusters Score -319591.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -319606.000000 Penalty: 2536.911621
	Iteration 21Q: 3 clusters Score -319606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -319619.312500 Penalty: 2536.911621
	Iteration 22Q: 3 clusters Score -319619.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -319627.375000 Penalty: 2536.911621
	Iteration 23Q: 3 clusters Score -319627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -319634.031250 Penalty: 2536.911621
	Iteration 24Q: 3 clusters Score -319634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -319643.375000 Penalty: 2536.911621
	Iteration 25Q: 3 clusters Score -319643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -319653.875000 Penalty: 2536.911621
	Iteration 26Q: 3 clusters Score -319653.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -319669.125000 Penalty: 2536.911621
	Iteration 27Q: 3 clusters Score -319669.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -319676.093750 Penalty: 2536.911621
	Iteration 28Q: 3 clusters Score -319676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -319680.156250 Penalty: 2536.911621
	Iteration 29Q: 3 clusters Score -319680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -319681.312500 Penalty: 2536.911621
	Iteration 30Q: 3 clusters Score -319681.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -319681.312500 Penalty: 2536.911621
	Iteration 31F: 3 clusters Score -319681.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -283085.468750 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -283085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -280817.687500 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -280817.7 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -281318.343750 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -281318.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -281443.531250 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -281443.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -281514.937500 Penalty: 2511.592041
	Iteration 3F: 3 clusters Score -281514.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -281555.062500 Penalty: 2511.592041
	Iteration 4Q: 3 clusters Score -281555.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -281574.562500 Penalty: 2511.592041
	Iteration 5Q: 3 clusters Score -281574.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -281594.468750 Penalty: 2511.592041
	Iteration 6Q: 3 clusters Score -281594.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -281615.343750 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -281615.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -281628.250000 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -281628.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -281639.312500 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -281639.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -281650.500000 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -281650.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -281655.562500 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -281655.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -281660.875000 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -281660.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -281663.406250 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -281663.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -281665.875000 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -281665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -281668.437500 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -281668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -281670.375000 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -281670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -281672.500000 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -281672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -281675.562500 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -281675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -281680.312500 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -281680.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -281684.531250 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -281684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -281688.718750 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -281688.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -281694.781250 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -281694.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -281702.312500 Penalty: 2511.592041
	Iteration 23Q: 3 clusters Score -281702.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -281705.781250 Penalty: 2511.592041
	Iteration 24Q: 3 clusters Score -281705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -281706.687500 Penalty: 2511.592041
	Iteration 25Q: 3 clusters Score -281706.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -281709.937500 Penalty: 2511.592041
	Iteration 26Q: 3 clusters Score -281709.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -281713.843750 Penalty: 2511.592041
	Iteration 27Q: 3 clusters Score -281713.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -281720.000000 Penalty: 2511.592041
	Iteration 28Q: 3 clusters Score -281720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -281724.312500 Penalty: 2511.592041
	Iteration 29Q: 3 clusters Score -281724.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -281728.000000 Penalty: 2511.592041
	Iteration 30Q: 3 clusters Score -281728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -281732.062500 Penalty: 2511.592041
	Iteration 31Q: 3 clusters Score -281732.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -281737.312500 Penalty: 2511.592041
	Iteration 32Q: 3 clusters Score -281737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -281739.968750 Penalty: 2511.592041
	Iteration 33Q: 3 clusters Score -281740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -281741.906250 Penalty: 2511.592041
	Iteration 34Q: 3 clusters Score -281741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -281743.531250 Penalty: 2511.592041
	Iteration 35Q: 3 clusters Score -281743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -281744.843750 Penalty: 2511.592041
	Iteration 36Q: 3 clusters Score -281744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -281747.500000 Penalty: 2511.592041
	Iteration 37Q: 3 clusters Score -281747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -281749.906250 Penalty: 2511.592041
	Iteration 38Q: 3 clusters Score -281749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -281752.250000 Penalty: 2511.592041
	Iteration 39Q: 3 clusters Score -281752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -281753.531250 Penalty: 2511.592041
	Iteration 40F: 3 clusters Score -281753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -281754.812500 Penalty: 2511.592041
	Iteration 41Q: 3 clusters Score -281754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -281756.125000 Penalty: 2511.592041
	Iteration 42Q: 3 clusters Score -281756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -281756.125000 Penalty: 2511.592041
	Iteration 43F: 3 clusters Score -281756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31431 members 
Mstep: Class 3 contains 25697 members 
Mstep: Class 4 contains 109442 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 109771 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108926 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22363 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25627 members 
Mstep: Class 15 contains 96480 members 
Mstep: Class 16 contains 37496 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 19 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804928.000000 Penalty: 38813.050781
Iteration 279Q: 19 clusters Score -7.280493e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31455 members 
Mstep: Class 3 contains 25689 members 
Mstep: Class 4 contains 109389 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 109752 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108903 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22376 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25614 members 
Mstep: Class 15 contains 96437 members 
Mstep: Class 16 contains 37606 members 
Mstep: Class 17 contains 2465 members 
Mstep: Class 19 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805024.000000 Penalty: 38813.050781
Iteration 280F: 19 clusters Score -7.280502e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31498 members 
Mstep: Class 3 contains 25675 members 
Mstep: Class 4 contains 109353 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 109737 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108887 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22389 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25597 members 
Mstep: Class 15 contains 96361 members 
Mstep: Class 16 contains 37702 members 
Mstep: Class 17 contains 2475 members 
Mstep: Class 19 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805064.000000 Penalty: 38813.050781
Iteration 281Q: 19 clusters Score -7.280506e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31535 members 
Mstep: Class 3 contains 25666 members 
Mstep: Class 4 contains 109351 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 109715 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108868 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22382 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25579 members 
Mstep: Class 15 contains 96282 members 
Mstep: Class 16 contains 37804 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 19 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 19 clusters Score -7.280519e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31572 members 
Mstep: Class 3 contains 25655 members 
Mstep: Class 4 contains 109318 members 
Mstep: Class 5 contains 1421 members 
Mstep: Class 6 contains 109704 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108839 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22376 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25575 members 
Mstep: Class 15 contains 96231 members 
Mstep: Class 16 contains 37911 members 
Mstep: Class 17 contains 2475 members 
Mstep: Class 19 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 283Q: 19 clusters Score -7.280526e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31616 members 
Mstep: Class 3 contains 25646 members 
Mstep: Class 4 contains 109302 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 109690 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108801 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22360 members 
Mstep: Class 11 contains 3558 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25568 members 
Mstep: Class 15 contains 96176 members 
Mstep: Class 16 contains 38014 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 19 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 284Q: 19 clusters Score -7.28053e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31657 members 
Mstep: Class 3 contains 25630 members 
Mstep: Class 4 contains 109299 members 
Mstep: Class 5 contains 1431 members 
Mstep: Class 6 contains 109679 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108770 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22354 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25564 members 
Mstep: Class 15 contains 96129 members 
Mstep: Class 16 contains 38090 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 19 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 285Q: 19 clusters Score -7.280529e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31698 members 
Mstep: Class 3 contains 25619 members 
Mstep: Class 4 contains 109323 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109668 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108712 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22349 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25559 members 
Mstep: Class 15 contains 96082 members 
Mstep: Class 16 contains 38155 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 19 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 286Q: 19 clusters Score -7.28053e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31727 members 
Mstep: Class 3 contains 25611 members 
Mstep: Class 4 contains 109349 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 109663 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108659 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22345 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25552 members 
Mstep: Class 15 contains 96045 members 
Mstep: Class 16 contains 38212 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 19 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 287Q: 19 clusters Score -7.28053e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31736 members 
Mstep: Class 3 contains 25607 members 
Mstep: Class 4 contains 109354 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 109669 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108605 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22347 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25551 members 
Mstep: Class 15 contains 96016 members 
Mstep: Class 16 contains 38275 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 19 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 288Q: 19 clusters Score -7.280525e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31737 members 
Mstep: Class 3 contains 25594 members 
Mstep: Class 4 contains 109367 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 109662 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108569 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25542 members 
Mstep: Class 15 contains 95989 members 
Mstep: Class 16 contains 38333 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 19 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 289Q: 19 clusters Score -7.280523e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31744 members 
Mstep: Class 3 contains 25573 members 
Mstep: Class 4 contains 109376 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 109657 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108555 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22357 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25539 members 
Mstep: Class 15 contains 95950 members 
Mstep: Class 16 contains 38390 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 19 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805240.000000 Penalty: 38813.050781
Iteration 290Q: 19 clusters Score -7.280524e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31761 members 
Mstep: Class 3 contains 25555 members 
Mstep: Class 4 contains 109365 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 109650 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108539 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22379 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25530 members 
Mstep: Class 15 contains 95900 members 
Mstep: Class 16 contains 38454 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 19 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 291Q: 19 clusters Score -7.280516e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31766 members 
Mstep: Class 3 contains 25539 members 
Mstep: Class 4 contains 109351 members 
Mstep: Class 5 contains 1472 members 
Mstep: Class 6 contains 109646 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108507 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22396 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25529 members 
Mstep: Class 15 contains 95874 members 
Mstep: Class 16 contains 38522 members 
Mstep: Class 17 contains 2487 members 
Mstep: Class 19 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805184.000000 Penalty: 38813.050781
Iteration 292Q: 19 clusters Score -7.280518e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31749 members 
Mstep: Class 3 contains 25527 members 
Mstep: Class 4 contains 109335 members 
Mstep: Class 5 contains 1473 members 
Mstep: Class 6 contains 109652 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108470 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22411 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25521 members 
Mstep: Class 15 contains 95860 members 
Mstep: Class 16 contains 38605 members 
Mstep: Class 17 contains 2487 members 
Mstep: Class 19 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805080.000000 Penalty: 38813.050781
Iteration 293Q: 19 clusters Score -7.280508e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31761 members 
Mstep: Class 3 contains 25507 members 
Mstep: Class 4 contains 109295 members 
Mstep: Class 5 contains 1470 members 
Mstep: Class 6 contains 109659 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108440 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22416 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 95833 members 
Mstep: Class 16 contains 38711 members 
Mstep: Class 17 contains 2487 members 
Mstep: Class 19 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805272.000000 Penalty: 38813.050781
Iteration 294Q: 19 clusters Score -7.280527e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31747 members 
Mstep: Class 3 contains 25487 members 
Mstep: Class 4 contains 109250 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 109651 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108424 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22428 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25505 members 
Mstep: Class 15 contains 95800 members 
Mstep: Class 16 contains 38846 members 
Mstep: Class 17 contains 2488 members 
Mstep: Class 19 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805344.000000 Penalty: 38813.050781
Iteration 295Q: 19 clusters Score -7.280534e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31738 members 
Mstep: Class 3 contains 25470 members 
Mstep: Class 4 contains 109198 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 109648 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108420 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22431 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25498 members 
Mstep: Class 15 contains 95763 members 
Mstep: Class 16 contains 38974 members 
Mstep: Class 17 contains 2488 members 
Mstep: Class 19 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805368.000000 Penalty: 38813.050781
Iteration 296Q: 19 clusters Score -7.280537e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31706 members 
Mstep: Class 3 contains 25458 members 
Mstep: Class 4 contains 109166 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 109643 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108422 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22443 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25497 members 
Mstep: Class 15 contains 95694 members 
Mstep: Class 16 contains 39113 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 19 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805272.000000 Penalty: 38813.050781
Iteration 297Q: 19 clusters Score -7.280527e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31686 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 109135 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 109635 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108414 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22450 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25490 members 
Mstep: Class 15 contains 95643 members 
Mstep: Class 16 contains 39247 members 
Mstep: Class 17 contains 2487 members 
Mstep: Class 19 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 298Q: 19 clusters Score -7.280535e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31668 members 
Mstep: Class 3 contains 25438 members 
Mstep: Class 4 contains 109086 members 
Mstep: Class 5 contains 1460 members 
Mstep: Class 6 contains 109631 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108420 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22451 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25487 members 
Mstep: Class 15 contains 95600 members 
Mstep: Class 16 contains 39375 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 19 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 19 clusters Score -7.28053e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31647 members 
Mstep: Class 3 contains 25424 members 
Mstep: Class 4 contains 109043 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 109625 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108419 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22444 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25482 members 
Mstep: Class 15 contains 95577 members 
Mstep: Class 16 contains 39499 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 19 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805376.000000 Penalty: 38813.050781
Iteration 300F: 19 clusters Score -7.280538e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31651 members 
Mstep: Class 3 contains 25414 members 
Mstep: Class 4 contains 109002 members 
Mstep: Class 5 contains 1460 members 
Mstep: Class 6 contains 109618 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108428 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22437 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25471 members 
Mstep: Class 15 contains 95518 members 
Mstep: Class 16 contains 39615 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 19 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 301Q: 19 clusters Score -7.280534e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31667 members 
Mstep: Class 3 contains 25405 members 
Mstep: Class 4 contains 108946 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 109614 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108435 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22427 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25471 members 
Mstep: Class 15 contains 95452 members 
Mstep: Class 16 contains 39731 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 19 contains 2262 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 19 clusters Score -7.280527e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31692 members 
Mstep: Class 3 contains 25396 members 
Mstep: Class 4 contains 108919 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 109613 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108442 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22423 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25466 members 
Mstep: Class 15 contains 95367 members 
Mstep: Class 16 contains 39832 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 19 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 19 clusters Score -7.280539e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31717 members 
Mstep: Class 3 contains 25388 members 
Mstep: Class 4 contains 108891 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 109617 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108461 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22430 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25455 members 
Mstep: Class 15 contains 95267 members 
Mstep: Class 16 contains 39927 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 19 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 304Q: 19 clusters Score -7.28054e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31761 members 
Mstep: Class 3 contains 25376 members 
Mstep: Class 4 contains 108864 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 109620 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108476 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22426 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25453 members 
Mstep: Class 15 contains 95155 members 
Mstep: Class 16 contains 40021 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 19 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 305Q: 19 clusters Score -7.280548e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31794 members 
Mstep: Class 3 contains 25359 members 
Mstep: Class 4 contains 108846 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 109625 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108483 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22426 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25449 members 
Mstep: Class 15 contains 95066 members 
Mstep: Class 16 contains 40107 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 19 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 306Q: 19 clusters Score -7.280542e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31829 members 
Mstep: Class 3 contains 25344 members 
Mstep: Class 4 contains 108828 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 109621 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108467 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22425 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25449 members 
Mstep: Class 15 contains 94979 members 
Mstep: Class 16 contains 40216 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 19 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805512.000000 Penalty: 38813.050781
Iteration 307Q: 19 clusters Score -7.280551e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31849 members 
Mstep: Class 3 contains 25333 members 
Mstep: Class 4 contains 108795 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 109612 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108468 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22421 members 
Mstep: Class 11 contains 3555 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25458 members 
Mstep: Class 15 contains 94887 members 
Mstep: Class 16 contains 40338 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 19 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805672.000000 Penalty: 38813.050781
Iteration 308Q: 19 clusters Score -7.280567e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31873 members 
Mstep: Class 3 contains 25322 members 
Mstep: Class 4 contains 108780 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 109608 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108449 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22429 members 
Mstep: Class 11 contains 3556 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25464 members 
Mstep: Class 15 contains 94810 members 
Mstep: Class 16 contains 40429 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 19 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805640.000000 Penalty: 38813.050781
Iteration 309Q: 19 clusters Score -7.280564e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31885 members 
Mstep: Class 3 contains 25309 members 
Mstep: Class 4 contains 108765 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 109608 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108452 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22434 members 
Mstep: Class 11 contains 3556 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25471 members 
Mstep: Class 15 contains 94732 members 
Mstep: Class 16 contains 40510 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 19 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805848.000000 Penalty: 38813.050781
Iteration 310Q: 19 clusters Score -7.280585e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31914 members 
Mstep: Class 3 contains 25292 members 
Mstep: Class 4 contains 108759 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 109602 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108433 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22447 members 
Mstep: Class 11 contains 3556 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25474 members 
Mstep: Class 15 contains 94652 members 
Mstep: Class 16 contains 40598 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 19 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805824.000000 Penalty: 38813.050781
Iteration 311Q: 19 clusters Score -7.280582e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31945 members 
Mstep: Class 3 contains 25274 members 
Mstep: Class 4 contains 108736 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 109588 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108418 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22456 members 
Mstep: Class 11 contains 3556 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25473 members 
Mstep: Class 15 contains 94578 members 
Mstep: Class 16 contains 40701 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 19 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805872.000000 Penalty: 38813.050781
Iteration 312Q: 19 clusters Score -7.280587e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31966 members 
Mstep: Class 3 contains 25269 members 
Mstep: Class 4 contains 108708 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 109577 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108391 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22461 members 
Mstep: Class 11 contains 3558 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25481 members 
Mstep: Class 15 contains 94504 members 
Mstep: Class 16 contains 40808 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 19 contains 2231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806024.000000 Penalty: 38813.050781
Iteration 313Q: 19 clusters Score -7.280602e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32002 members 
Mstep: Class 3 contains 25255 members 
Mstep: Class 4 contains 108664 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 109571 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108366 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22462 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25479 members 
Mstep: Class 15 contains 94460 members 
Mstep: Class 16 contains 40903 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 19 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805936.000000 Penalty: 38813.050781
Iteration 314Q: 19 clusters Score -7.280594e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32044 members 
Mstep: Class 3 contains 25242 members 
Mstep: Class 4 contains 108613 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 109560 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108367 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22461 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25476 members 
Mstep: Class 15 contains 94390 members 
Mstep: Class 16 contains 41005 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 19 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805920.000000 Penalty: 38813.050781
Iteration 315Q: 19 clusters Score -7.280592e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32079 members 
Mstep: Class 3 contains 25233 members 
Mstep: Class 4 contains 108567 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 109549 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108352 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22465 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 94332 members 
Mstep: Class 16 contains 41108 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 19 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805976.000000 Penalty: 38813.050781
Iteration 316Q: 19 clusters Score -7.280598e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32106 members 
Mstep: Class 3 contains 25230 members 
Mstep: Class 4 contains 108523 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 109544 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108307 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22473 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25476 members 
Mstep: Class 15 contains 94269 members 
Mstep: Class 16 contains 41229 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 19 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805960.000000 Penalty: 38813.050781
Iteration 317Q: 19 clusters Score -7.280596e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32133 members 
Mstep: Class 3 contains 25231 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 109539 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108286 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22478 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25477 members 
Mstep: Class 15 contains 94202 members 
Mstep: Class 16 contains 41333 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 19 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805984.000000 Penalty: 38813.050781
Iteration 318Q: 19 clusters Score -7.280598e+07 nChanged 613
Entering ConstructFrom: 
Score: -72805984.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -75917.429688 Penalty: 1075.328003
	Iteration 0F: 2 clusters Score -75917.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74677.460938 Penalty: 2150.656006
	Iteration 0F: 3 clusters Score -74677.46 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74971.523438 Penalty: 2150.656006
	Iteration 1F: 3 clusters Score -74971.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75118.054688 Penalty: 2150.656006
	Iteration 2F: 3 clusters Score -75118.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75307.179688 Penalty: 2150.656006
	Iteration 3F: 3 clusters Score -75307.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75604.765625 Penalty: 2150.656006
	Iteration 4F: 3 clusters Score -75604.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75891.382812 Penalty: 2150.656006
	Iteration 5F: 3 clusters Score -75891.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -76042.054688 Penalty: 2150.656006
	Iteration 6F: 3 clusters Score -76042.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76100.828125 Penalty: 2150.656006
	Iteration 7Q: 3 clusters Score -76100.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76130.632812 Penalty: 2150.656006
	Iteration 8Q: 3 clusters Score -76130.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76143.343750 Penalty: 2150.656006
	Iteration 9Q: 3 clusters Score -76143.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76147.187500 Penalty: 2150.656006
	Iteration 10Q: 3 clusters Score -76147.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76148.117188 Penalty: 2150.656006
	Iteration 11Q: 3 clusters Score -76148.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76148.117188 Penalty: 2150.656006
	Iteration 12F: 3 clusters Score -76148.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 32179 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 108390 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 109527 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108267 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22482 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25477 members 
Mstep: Class 15 contains 94143 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 2211 members 
Entering Unmasked Estep 
Score: -72805104.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72805984.000000 to -72805104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Entering Unmasked Estep 
Score: -4177022.750000 Penalty: 1686.598755
	Iteration 0F: 2 clusters Score -4177023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4155391.250000 Penalty: 3373.197510
	Iteration 0F: 3 clusters Score -4155391 nChanged 14805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4163473.750000 Penalty: 3373.197510
	Iteration 1F: 3 clusters Score -4163474 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4163825.000000 Penalty: 3373.197510
	Iteration 2Q: 3 clusters Score -4163825 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4164122.000000 Penalty: 3373.197510
	Iteration 3Q: 3 clusters Score -4164122 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -4164497.000000 Penalty: 3373.197510
	Iteration 4Q: 3 clusters Score -4164497 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -4164948.750000 Penalty: 3373.197510
	Iteration 5Q: 3 clusters Score -4164949 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4165629.500000 Penalty: 3373.197510
	Iteration 6Q: 3 clusters Score -4165630 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4166537.750000 Penalty: 3373.197510
	Iteration 7F: 3 clusters Score -4166538 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4167845.500000 Penalty: 3373.197510
	Iteration 8F: 3 clusters Score -4167846 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -4169445.250000 Penalty: 3373.197510
	Iteration 9F: 3 clusters Score -4169445 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4171015.500000 Penalty: 3373.197510
	Iteration 10F: 3 clusters Score -4171016 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4172286.750000 Penalty: 3373.197510
	Iteration 11Q: 3 clusters Score -4172287 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4173019.000000 Penalty: 3373.197510
	Iteration 12Q: 3 clusters Score -4173019 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4173535.750000 Penalty: 3373.197510
	Iteration 13Q: 3 clusters Score -4173536 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4173911.750000 Penalty: 3373.197510
	Iteration 14Q: 3 clusters Score -4173912 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4174292.500000 Penalty: 3373.197510
	Iteration 15Q: 3 clusters Score -4174292 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4174559.750000 Penalty: 3373.197510
	Iteration 16Q: 3 clusters Score -4174560 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4174842.250000 Penalty: 3373.197510
	Iteration 17Q: 3 clusters Score -4174842 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4175061.500000 Penalty: 3373.197510
	Iteration 18Q: 3 clusters Score -4175062 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4175211.000000 Penalty: 3373.197510
	Iteration 19Q: 3 clusters Score -4175211 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4175306.750000 Penalty: 3373.197510
	Iteration 20F: 3 clusters Score -4175307 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4175378.750000 Penalty: 3373.197510
	Iteration 21Q: 3 clusters Score -4175379 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4175435.500000 Penalty: 3373.197510
	Iteration 22Q: 3 clusters Score -4175436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4175458.000000 Penalty: 3373.197510
	Iteration 23Q: 3 clusters Score -4175458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4175477.500000 Penalty: 3373.197510
	Iteration 24Q: 3 clusters Score -4175478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4175497.250000 Penalty: 3373.197510
	Iteration 25Q: 3 clusters Score -4175497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4175511.500000 Penalty: 3373.197510
	Iteration 26Q: 3 clusters Score -4175512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4175523.250000 Penalty: 3373.197510
	Iteration 27Q: 3 clusters Score -4175523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4175527.500000 Penalty: 3373.197510
	Iteration 28Q: 3 clusters Score -4175528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4175530.250000 Penalty: 3373.197510
	Iteration 29Q: 3 clusters Score -4175530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4175541.250000 Penalty: 3373.197510
	Iteration 30Q: 3 clusters Score -4175541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4175541.250000 Penalty: 3373.197510
	Iteration 31Q: 3 clusters Score -4175541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4175545.000000 Penalty: 3373.197510
	Iteration 32Q: 3 clusters Score -4175545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4175547.750000 Penalty: 3373.197510
	Iteration 33Q: 3 clusters Score -4175548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4175546.250000 Penalty: 3373.197510
	Iteration 34Q: 3 clusters Score -4175546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4175546.000000 Penalty: 3373.197510
	Iteration 35Q: 3 clusters Score -4175546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4175550.000000 Penalty: 3373.197510
	Iteration 36Q: 3 clusters Score -4175550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4175551.250000 Penalty: 3373.197510
	Iteration 37Q: 3 clusters Score -4175551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4175551.750000 Penalty: 3373.197510
	Iteration 38Q: 3 clusters Score -4175552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4175555.500000 Penalty: 3373.197510
	Iteration 39Q: 3 clusters Score -4175556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4175564.250000 Penalty: 3373.197510
	Iteration 40F: 3 clusters Score -4175564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4175567.000000 Penalty: 3373.197510
	Iteration 41Q: 3 clusters Score -4175567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4175570.000000 Penalty: 3373.197510
	Iteration 42Q: 3 clusters Score -4175570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4175565.000000 Penalty: 3373.197510
	Iteration 43Q: 3 clusters Score -4175565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4175572.000000 Penalty: 3373.197510
	Iteration 44Q: 3 clusters Score -4175572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4175572.500000 Penalty: 3373.197510
	Iteration 45Q: 3 clusters Score -4175572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4175573.250000 Penalty: 3373.197510
	Iteration 46Q: 3 clusters Score -4175573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4175574.250000 Penalty: 3373.197510
	Iteration 47Q: 3 clusters Score -4175574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4175576.250000 Penalty: 3373.197510
	Iteration 48Q: 3 clusters Score -4175576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4175578.000000 Penalty: 3373.197510
	Iteration 49Q: 3 clusters Score -4175578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4175583.000000 Penalty: 3373.197510
	Iteration 50Q: 3 clusters Score -4175583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4175587.250000 Penalty: 3373.197510
	Iteration 51Q: 3 clusters Score -4175587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4175587.250000 Penalty: 3373.197510
	Iteration 52F: 3 clusters Score -4175587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Entering Unmasked Estep 
Score: -3261254.000000 Penalty: 1647.136475
	Iteration 0F: 2 clusters Score -3261254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3244317.750000 Penalty: 3294.272949
	Iteration 0F: 3 clusters Score -3244318 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3250476.500000 Penalty: 3294.272949
	Iteration 1F: 3 clusters Score -3250476 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3250793.000000 Penalty: 3294.272949
	Iteration 2Q: 3 clusters Score -3250793 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3251108.750000 Penalty: 3294.272949
	Iteration 3Q: 3 clusters Score -3251109 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3251478.500000 Penalty: 3294.272949
	Iteration 4Q: 3 clusters Score -3251478 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3251956.000000 Penalty: 3294.272949
	Iteration 5Q: 3 clusters Score -3251956 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3252664.000000 Penalty: 3294.272949
	Iteration 6F: 3 clusters Score -3252664 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3253816.000000 Penalty: 3294.272949
	Iteration 7F: 3 clusters Score -3253816 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3255413.750000 Penalty: 3294.272949
	Iteration 8F: 3 clusters Score -3255414 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3257136.500000 Penalty: 3294.272949
	Iteration 9F: 3 clusters Score -3257136 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3258521.250000 Penalty: 3294.272949
	Iteration 10F: 3 clusters Score -3258521 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3259280.000000 Penalty: 3294.272949
	Iteration 11Q: 3 clusters Score -3259280 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3259596.750000 Penalty: 3294.272949
	Iteration 12Q: 3 clusters Score -3259597 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3259736.750000 Penalty: 3294.272949
	Iteration 13Q: 3 clusters Score -3259737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3259785.750000 Penalty: 3294.272949
	Iteration 14Q: 3 clusters Score -3259786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3259817.750000 Penalty: 3294.272949
	Iteration 15Q: 3 clusters Score -3259818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3259828.500000 Penalty: 3294.272949
	Iteration 16Q: 3 clusters Score -3259828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3259836.000000 Penalty: 3294.272949
	Iteration 17Q: 3 clusters Score -3259836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3259844.750000 Penalty: 3294.272949
	Iteration 18Q: 3 clusters Score -3259845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3259851.750000 Penalty: 3294.272949
	Iteration 19Q: 3 clusters Score -3259852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3259853.000000 Penalty: 3294.272949
	Iteration 20F: 3 clusters Score -3259853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3259855.250000 Penalty: 3294.272949
	Iteration 21Q: 3 clusters Score -3259855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3259855.250000 Penalty: 3294.272949
	Iteration 22F: 3 clusters Score -3259855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108390 members 
Entering Unmasked Estep 
Score: -13869576.000000 Penalty: 1883.942383
	Iteration 0F: 2 clusters Score -1.386958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -13800511.000000 Penalty: 3767.884766
	Iteration 0F: 3 clusters Score -1.380051e+07 nChanged 51862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -13830797.000000 Penalty: 3767.884766
	Iteration 1F: 3 clusters Score -1.38308e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -13831972.000000 Penalty: 3767.884766
	Iteration 2Q: 3 clusters Score -1.383197e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -13834170.000000 Penalty: 3767.884766
	Iteration 3Q: 3 clusters Score -1.383417e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -13838211.000000 Penalty: 3767.884766
	Iteration 4F: 3 clusters Score -1.383821e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -13845342.000000 Penalty: 3767.884766
	Iteration 5F: 3 clusters Score -1.384534e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -13855152.000000 Penalty: 3767.884766
	Iteration 6F: 3 clusters Score -1.385515e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -13863044.000000 Penalty: 3767.884766
	Iteration 7F: 3 clusters Score -1.386304e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -13866549.000000 Penalty: 3767.884766
	Iteration 8Q: 3 clusters Score -1.386655e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13867486.000000 Penalty: 3767.884766
	Iteration 9Q: 3 clusters Score -1.386749e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13867772.000000 Penalty: 3767.884766
	Iteration 10Q: 3 clusters Score -1.386777e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108252 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13867847.000000 Penalty: 3767.884766
	Iteration 11Q: 3 clusters Score -1.386785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13867887.000000 Penalty: 3767.884766
	Iteration 12Q: 3 clusters Score -1.386789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13867897.000000 Penalty: 3767.884766
	Iteration 13Q: 3 clusters Score -1.38679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13867926.000000 Penalty: 3767.884766
	Iteration 14Q: 3 clusters Score -1.386793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13867925.000000 Penalty: 3767.884766
	Iteration 15Q: 3 clusters Score -1.386792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13867934.000000 Penalty: 3767.884766
	Iteration 16Q: 3 clusters Score -1.386793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13867937.000000 Penalty: 3767.884766
	Iteration 17Q: 3 clusters Score -1.386794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108280 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13867931.000000 Penalty: 3767.884766
	Iteration 18Q: 3 clusters Score -1.386793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13867941.000000 Penalty: 3767.884766
	Iteration 19Q: 3 clusters Score -1.386794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13867950.000000 Penalty: 3767.884766
	Iteration 20F: 3 clusters Score -1.386795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -180991.140625 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -180991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -179224.109375 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -179224.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -179561.312500 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -179561.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -179637.578125 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -179637.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -179675.421875 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -179675.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -179709.250000 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -179709.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -179734.031250 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -179734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -179742.718750 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -179742.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -179746.843750 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -179746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -179754.625000 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -179754.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -179761.703125 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -179761.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179769.140625 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -179769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179775.687500 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -179775.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -179780.375000 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -179780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179781.671875 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -179781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -179783.281250 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -179783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179786.437500 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -179786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -179788.468750 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -179788.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -179790.390625 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -179790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179792.078125 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -179792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -179794.343750 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -179794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179795.968750 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -179796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -179796.781250 Penalty: 2367.789795
	Iteration 21Q: 3 clusters Score -179796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -179797.546875 Penalty: 2367.789795
	Iteration 22Q: 3 clusters Score -179797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -179798.171875 Penalty: 2367.789795
	Iteration 23Q: 3 clusters Score -179798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -179798.171875 Penalty: 2367.789795
	Iteration 24F: 3 clusters Score -179798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Entering Unmasked Estep 
Score: -14171929.000000 Penalty: 1885.638062
	Iteration 0F: 2 clusters Score -1.417193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -14107643.000000 Penalty: 3771.276123
	Iteration 0F: 3 clusters Score -1.410764e+07 nChanged 52526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -14139215.000000 Penalty: 3771.276123
	Iteration 1F: 3 clusters Score -1.413922e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -14142073.000000 Penalty: 3771.276123
	Iteration 2F: 3 clusters Score -1.414207e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -14147150.000000 Penalty: 3771.276123
	Iteration 3F: 3 clusters Score -1.414715e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -14153134.000000 Penalty: 3771.276123
	Iteration 4F: 3 clusters Score -1.415313e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -14158098.000000 Penalty: 3771.276123
	Iteration 5F: 3 clusters Score -1.41581e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -14161177.000000 Penalty: 3771.276123
	Iteration 6F: 3 clusters Score -1.416118e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -14163029.000000 Penalty: 3771.276123
	Iteration 7Q: 3 clusters Score -1.416303e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -14164507.000000 Penalty: 3771.276123
	Iteration 8Q: 3 clusters Score -1.416451e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -14165672.000000 Penalty: 3771.276123
	Iteration 9Q: 3 clusters Score -1.416567e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -14166969.000000 Penalty: 3771.276123
	Iteration 10Q: 3 clusters Score -1.416697e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -14168011.000000 Penalty: 3771.276123
	Iteration 11Q: 3 clusters Score -1.416801e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 100592 members 
Entering Unmasked Estep 
Score: -14169344.000000 Penalty: 3771.276123
	Iteration 12Q: 3 clusters Score -1.416934e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -14170330.000000 Penalty: 3771.276123
	Iteration 13Q: 3 clusters Score -1.417033e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -14170981.000000 Penalty: 3771.276123
	Iteration 14Q: 3 clusters Score -1.417098e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 105368 members 
Entering Unmasked Estep 
Score: -14171428.000000 Penalty: 3771.276123
	Iteration 15Q: 3 clusters Score -1.417143e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -14171658.000000 Penalty: 3771.276123
	Iteration 16Q: 3 clusters Score -1.417166e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -14171695.000000 Penalty: 3771.276123
	Iteration 17Q: 3 clusters Score -1.41717e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 107079 members 
Entering Unmasked Estep 
Score: -14171697.000000 Penalty: 3771.276123
	Iteration 18Q: 3 clusters Score -1.41717e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -14171698.000000 Penalty: 3771.276123
	Iteration 19Q: 3 clusters Score -1.41717e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -14171707.000000 Penalty: 3771.276123
	Iteration 20F: 3 clusters Score -1.417171e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -14171685.000000 Penalty: 3771.276123
	Iteration 21Q: 3 clusters Score -1.417168e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -14171681.000000 Penalty: 3771.276123
	Iteration 22Q: 3 clusters Score -1.417168e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -14171690.000000 Penalty: 3771.276123
	Iteration 23Q: 3 clusters Score -1.417169e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 107825 members 
Entering Unmasked Estep 
Score: -14171688.000000 Penalty: 3771.276123
	Iteration 24Q: 3 clusters Score -1.417169e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 107857 members 
Entering Unmasked Estep 
Score: -14171688.000000 Penalty: 3771.276123
	Iteration 25Q: 3 clusters Score -1.417169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -14171672.000000 Penalty: 3771.276123
	Iteration 26Q: 3 clusters Score -1.417167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -14171659.000000 Penalty: 3771.276123
	Iteration 27Q: 3 clusters Score -1.417166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 107916 members 
Entering Unmasked Estep 
Score: -14171668.000000 Penalty: 3771.276123
	Iteration 28Q: 3 clusters Score -1.417167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 107929 members 
Entering Unmasked Estep 
Score: -14171657.000000 Penalty: 3771.276123
	Iteration 29Q: 3 clusters Score -1.417166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -14171653.000000 Penalty: 3771.276123
	Iteration 30Q: 3 clusters Score -1.417165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -14171654.000000 Penalty: 3771.276123
	Iteration 31Q: 3 clusters Score -1.417165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -14171650.000000 Penalty: 3771.276123
	Iteration 32Q: 3 clusters Score -1.417165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 107950 members 
Entering Unmasked Estep 
Score: -14171650.000000 Penalty: 3771.276123
	Iteration 33Q: 3 clusters Score -1.417165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -14171643.000000 Penalty: 3771.276123
	Iteration 34Q: 3 clusters Score -1.417164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -14171653.000000 Penalty: 3771.276123
	Iteration 35Q: 3 clusters Score -1.417165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 107961 members 
Entering Unmasked Estep 
Score: -14171649.000000 Penalty: 3771.276123
	Iteration 36Q: 3 clusters Score -1.417165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 107966 members 
Entering Unmasked Estep 
Score: -14171638.000000 Penalty: 3771.276123
	Iteration 37Q: 3 clusters Score -1.417164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 107968 members 
Entering Unmasked Estep 
Score: -14171633.000000 Penalty: 3771.276123
	Iteration 38Q: 3 clusters Score -1.417163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 107973 members 
Entering Unmasked Estep 
Score: -14171656.000000 Penalty: 3771.276123
	Iteration 39Q: 3 clusters Score -1.417166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 107979 members 
Entering Unmasked Estep 
Score: -14171642.000000 Penalty: 3771.276123
	Iteration 40F: 3 clusters Score -1.417164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 107984 members 
Entering Unmasked Estep 
Score: -14171640.000000 Penalty: 3771.276123
	Iteration 41Q: 3 clusters Score -1.417164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 107987 members 
Entering Unmasked Estep 
Score: -14171650.000000 Penalty: 3771.276123
	Iteration 42Q: 3 clusters Score -1.417165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
Score: -14171652.000000 Penalty: 3771.276123
	Iteration 43Q: 3 clusters Score -1.417165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
Score: -14171655.000000 Penalty: 3771.276123
	Iteration 44Q: 3 clusters Score -1.417166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
Score: -14171655.000000 Penalty: 3771.276123
	Iteration 45F: 3 clusters Score -1.417166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -35788.050781 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -35788.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34856.902344 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -34856.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35111.398438 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -35111.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35200.925781 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -35200.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35236.593750 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -35236.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35246.121094 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -35246.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35262.527344 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -35262.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35271.542969 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -35271.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35274.089844 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -35274.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35274.089844 Penalty: 1961.531494
	Iteration 8F: 3 clusters Score -35274.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Entering Unmasked Estep 
Score: -13773232.000000 Penalty: 1883.757812
	Iteration 0F: 2 clusters Score -1.377323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -13702696.000000 Penalty: 3767.515625
	Iteration 0F: 3 clusters Score -1.37027e+07 nChanged 51581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -13732685.000000 Penalty: 3767.515625
	Iteration 1F: 3 clusters Score -1.373268e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -13733885.000000 Penalty: 3767.515625
	Iteration 2Q: 3 clusters Score -1.373388e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -13735454.000000 Penalty: 3767.515625
	Iteration 3Q: 3 clusters Score -1.373545e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -13738053.000000 Penalty: 3767.515625
	Iteration 4Q: 3 clusters Score -1.373805e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -13741556.000000 Penalty: 3767.515625
	Iteration 5F: 3 clusters Score -1.374156e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -13746060.000000 Penalty: 3767.515625
	Iteration 6F: 3 clusters Score -1.374606e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -13750740.000000 Penalty: 3767.515625
	Iteration 7F: 3 clusters Score -1.375074e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -13754962.000000 Penalty: 3767.515625
	Iteration 8F: 3 clusters Score -1.375496e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -13757629.000000 Penalty: 3767.515625
	Iteration 9Q: 3 clusters Score -1.375763e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -13758923.000000 Penalty: 3767.515625
	Iteration 10Q: 3 clusters Score -1.375892e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -13759595.000000 Penalty: 3767.515625
	Iteration 11Q: 3 clusters Score -1.37596e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -13759995.000000 Penalty: 3767.515625
	Iteration 12Q: 3 clusters Score -1.376e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -13760329.000000 Penalty: 3767.515625
	Iteration 13Q: 3 clusters Score -1.376033e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -13760545.000000 Penalty: 3767.515625
	Iteration 14Q: 3 clusters Score -1.376054e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -13760676.000000 Penalty: 3767.515625
	Iteration 15Q: 3 clusters Score -1.376068e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -13760897.000000 Penalty: 3767.515625
	Iteration 16Q: 3 clusters Score -1.37609e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -13761123.000000 Penalty: 3767.515625
	Iteration 17Q: 3 clusters Score -1.376112e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -13761374.000000 Penalty: 3767.515625
	Iteration 18Q: 3 clusters Score -1.376137e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -13761517.000000 Penalty: 3767.515625
	Iteration 19Q: 3 clusters Score -1.376152e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -13761616.000000 Penalty: 3767.515625
	Iteration 20F: 3 clusters Score -1.376162e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -13761789.000000 Penalty: 3767.515625
	Iteration 21Q: 3 clusters Score -1.376179e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -13761919.000000 Penalty: 3767.515625
	Iteration 22Q: 3 clusters Score -1.376192e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -13762071.000000 Penalty: 3767.515625
	Iteration 23Q: 3 clusters Score -1.376207e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -13762189.000000 Penalty: 3767.515625
	Iteration 24Q: 3 clusters Score -1.376219e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -13762390.000000 Penalty: 3767.515625
	Iteration 25Q: 3 clusters Score -1.376239e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -13762464.000000 Penalty: 3767.515625
	Iteration 26Q: 3 clusters Score -1.376246e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -13762570.000000 Penalty: 3767.515625
	Iteration 27Q: 3 clusters Score -1.376257e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -13762677.000000 Penalty: 3767.515625
	Iteration 28Q: 3 clusters Score -1.376268e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -13762731.000000 Penalty: 3767.515625
	Iteration 29Q: 3 clusters Score -1.376273e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -13762787.000000 Penalty: 3767.515625
	Iteration 30Q: 3 clusters Score -1.376279e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -13762868.000000 Penalty: 3767.515625
	Iteration 31Q: 3 clusters Score -1.376287e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -13762928.000000 Penalty: 3767.515625
	Iteration 32Q: 3 clusters Score -1.376293e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -13762948.000000 Penalty: 3767.515625
	Iteration 33Q: 3 clusters Score -1.376295e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -13763037.000000 Penalty: 3767.515625
	Iteration 34Q: 3 clusters Score -1.376304e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -13763119.000000 Penalty: 3767.515625
	Iteration 35Q: 3 clusters Score -1.376312e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -13763168.000000 Penalty: 3767.515625
	Iteration 36Q: 3 clusters Score -1.376317e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -13763244.000000 Penalty: 3767.515625
	Iteration 37Q: 3 clusters Score -1.376324e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -13763319.000000 Penalty: 3767.515625
	Iteration 38Q: 3 clusters Score -1.376332e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -13763393.000000 Penalty: 3767.515625
	Iteration 39Q: 3 clusters Score -1.376339e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -13763463.000000 Penalty: 3767.515625
	Iteration 40F: 3 clusters Score -1.376346e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -13763539.000000 Penalty: 3767.515625
	Iteration 41Q: 3 clusters Score -1.376354e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -13763654.000000 Penalty: 3767.515625
	Iteration 42Q: 3 clusters Score -1.376365e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -13763809.000000 Penalty: 3767.515625
	Iteration 43Q: 3 clusters Score -1.376381e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -13763961.000000 Penalty: 3767.515625
	Iteration 44Q: 3 clusters Score -1.376396e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -13764122.000000 Penalty: 3767.515625
	Iteration 45Q: 3 clusters Score -1.376412e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -13764181.000000 Penalty: 3767.515625
	Iteration 46Q: 3 clusters Score -1.376418e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -13764297.000000 Penalty: 3767.515625
	Iteration 47Q: 3 clusters Score -1.37643e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -13764457.000000 Penalty: 3767.515625
	Iteration 48Q: 3 clusters Score -1.376446e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -13764620.000000 Penalty: 3767.515625
	Iteration 49Q: 3 clusters Score -1.376462e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -13764747.000000 Penalty: 3767.515625
	Iteration 50Q: 3 clusters Score -1.376475e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -13764969.000000 Penalty: 3767.515625
	Iteration 51Q: 3 clusters Score -1.376497e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -13765321.000000 Penalty: 3767.515625
	Iteration 52Q: 3 clusters Score -1.376532e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -13765601.000000 Penalty: 3767.515625
	Iteration 53Q: 3 clusters Score -1.37656e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -13765992.000000 Penalty: 3767.515625
	Iteration 54Q: 3 clusters Score -1.376599e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -13766436.000000 Penalty: 3767.515625
	Iteration 55Q: 3 clusters Score -1.376644e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -13766965.000000 Penalty: 3767.515625
	Iteration 56Q: 3 clusters Score -1.376696e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -13767516.000000 Penalty: 3767.515625
	Iteration 57Q: 3 clusters Score -1.376752e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -13768174.000000 Penalty: 3767.515625
	Iteration 58Q: 3 clusters Score -1.376817e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -13768742.000000 Penalty: 3767.515625
	Iteration 59Q: 3 clusters Score -1.376874e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100444 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -13769236.000000 Penalty: 3767.515625
	Iteration 60F: 3 clusters Score -1.376924e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -13769684.000000 Penalty: 3767.515625
	Iteration 61Q: 3 clusters Score -1.376968e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -13770005.000000 Penalty: 3767.515625
	Iteration 62Q: 3 clusters Score -1.377e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -13770284.000000 Penalty: 3767.515625
	Iteration 63Q: 3 clusters Score -1.377028e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -13770590.000000 Penalty: 3767.515625
	Iteration 64Q: 3 clusters Score -1.377059e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -13770846.000000 Penalty: 3767.515625
	Iteration 65Q: 3 clusters Score -1.377085e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -13770991.000000 Penalty: 3767.515625
	Iteration 66Q: 3 clusters Score -1.377099e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -13771160.000000 Penalty: 3767.515625
	Iteration 67Q: 3 clusters Score -1.377116e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105979 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -13771240.000000 Penalty: 3767.515625
	Iteration 68Q: 3 clusters Score -1.377124e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106244 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13771356.000000 Penalty: 3767.515625
	Iteration 69Q: 3 clusters Score -1.377136e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -13771437.000000 Penalty: 3767.515625
	Iteration 70Q: 3 clusters Score -1.377144e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106590 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -13771508.000000 Penalty: 3767.515625
	Iteration 71Q: 3 clusters Score -1.377151e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13771543.000000 Penalty: 3767.515625
	Iteration 72Q: 3 clusters Score -1.377154e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13771548.000000 Penalty: 3767.515625
	Iteration 73Q: 3 clusters Score -1.377155e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13771590.000000 Penalty: 3767.515625
	Iteration 74Q: 3 clusters Score -1.377159e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -13771638.000000 Penalty: 3767.515625
	Iteration 75Q: 3 clusters Score -1.377164e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13771658.000000 Penalty: 3767.515625
	Iteration 76Q: 3 clusters Score -1.377166e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107102 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13771675.000000 Penalty: 3767.515625
	Iteration 77Q: 3 clusters Score -1.377168e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107145 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13771692.000000 Penalty: 3767.515625
	Iteration 78Q: 3 clusters Score -1.377169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107180 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13771705.000000 Penalty: 3767.515625
	Iteration 79Q: 3 clusters Score -1.37717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107193 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13771712.000000 Penalty: 3767.515625
	Iteration 80F: 3 clusters Score -1.377171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13771729.000000 Penalty: 3767.515625
	Iteration 81Q: 3 clusters Score -1.377173e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13771743.000000 Penalty: 3767.515625
	Iteration 82Q: 3 clusters Score -1.377174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -13771736.000000 Penalty: 3767.515625
	Iteration 83Q: 3 clusters Score -1.377174e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -13771742.000000 Penalty: 3767.515625
	Iteration 84Q: 3 clusters Score -1.377174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -13771756.000000 Penalty: 3767.515625
	Iteration 85Q: 3 clusters Score -1.377176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13771753.000000 Penalty: 3767.515625
	Iteration 86Q: 3 clusters Score -1.377175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13771760.000000 Penalty: 3767.515625
	Iteration 87Q: 3 clusters Score -1.377176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107321 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13771752.000000 Penalty: 3767.515625
	Iteration 88Q: 3 clusters Score -1.377175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107330 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13771746.000000 Penalty: 3767.515625
	Iteration 89Q: 3 clusters Score -1.377175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13771744.000000 Penalty: 3767.515625
	Iteration 90Q: 3 clusters Score -1.377174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13771745.000000 Penalty: 3767.515625
	Iteration 91Q: 3 clusters Score -1.377174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13771748.000000 Penalty: 3767.515625
	Iteration 92Q: 3 clusters Score -1.377175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13771748.000000 Penalty: 3767.515625
	Iteration 93Q: 3 clusters Score -1.377175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13771746.000000 Penalty: 3767.515625
	Iteration 94Q: 3 clusters Score -1.377175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13771754.000000 Penalty: 3767.515625
	Iteration 95Q: 3 clusters Score -1.377175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107378 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13771747.000000 Penalty: 3767.515625
	Iteration 96Q: 3 clusters Score -1.377175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13771748.000000 Penalty: 3767.515625
	Iteration 97Q: 3 clusters Score -1.377175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107386 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13771748.000000 Penalty: 3767.515625
	Iteration 98Q: 3 clusters Score -1.377175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107388 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13771749.000000 Penalty: 3767.515625
	Iteration 99Q: 3 clusters Score -1.377175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107390 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13771748.000000 Penalty: 3767.515625
	Iteration 100F: 3 clusters Score -1.377175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107391 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13771751.000000 Penalty: 3767.515625
	Iteration 101Q: 3 clusters Score -1.377175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107391 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13771742.000000 Penalty: 3767.515625
	Iteration 102Q: 3 clusters Score -1.377174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107390 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13771743.000000 Penalty: 3767.515625
	Iteration 103Q: 3 clusters Score -1.377174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107387 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13771742.000000 Penalty: 3767.515625
	Iteration 104Q: 3 clusters Score -1.377174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107388 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13771753.000000 Penalty: 3767.515625
	Iteration 105Q: 3 clusters Score -1.377175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13771754.000000 Penalty: 3767.515625
	Iteration 106Q: 3 clusters Score -1.377175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13771754.000000 Penalty: 3767.515625
	Iteration 107F: 3 clusters Score -1.377175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -56376.468750 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -56376.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55361.472656 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -55361.47 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55699.703125 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -55699.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55818.500000 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -55818.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55908.882812 Penalty: 2031.241943
	Iteration 3F: 3 clusters Score -55908.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56024.921875 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -56024.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56143.855469 Penalty: 2031.241943
	Iteration 5Q: 3 clusters Score -56143.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56193.621094 Penalty: 2031.241943
	Iteration 6Q: 3 clusters Score -56193.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56220.546875 Penalty: 2031.241943
	Iteration 7Q: 3 clusters Score -56220.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56244.843750 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -56244.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56260.160156 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -56260.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56282.050781 Penalty: 2031.241943
	Iteration 10Q: 3 clusters Score -56282.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56315.050781 Penalty: 2031.241943
	Iteration 11Q: 3 clusters Score -56315.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56343.378906 Penalty: 2031.241943
	Iteration 12Q: 3 clusters Score -56343.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56364.343750 Penalty: 2031.241943
	Iteration 13Q: 3 clusters Score -56364.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56372.792969 Penalty: 2031.241943
	Iteration 14Q: 3 clusters Score -56372.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56383.414062 Penalty: 2031.241943
	Iteration 15Q: 3 clusters Score -56383.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56405.953125 Penalty: 2031.241943
	Iteration 16Q: 3 clusters Score -56405.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56413.765625 Penalty: 2031.241943
	Iteration 17Q: 3 clusters Score -56413.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56416.644531 Penalty: 2031.241943
	Iteration 18Q: 3 clusters Score -56416.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56418.949219 Penalty: 2031.241943
	Iteration 19Q: 3 clusters Score -56418.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56418.949219 Penalty: 2031.241943
	Iteration 20F: 3 clusters Score -56418.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32179 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 108390 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 109527 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108267 members 
Mstep: Class 9 contains 258 members 
Mstep: Class 10 contains 22482 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25477 members 
Mstep: Class 15 contains 94143 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 260 members 
Mstep: Class 19 contains 2211 members 
Entering Unmasked Estep 
Score: -72804824.000000 Penalty: 40969.332031
Splitting cluster 9 changes total score from -72805984.000000 to -72804824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (22482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Entering Unmasked Estep 
Score: -2825852.750000 Penalty: 1628.326416
	Iteration 0F: 2 clusters Score -2825853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2810702.000000 Penalty: 3256.652832
	Iteration 0F: 3 clusters Score -2810702 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2816182.250000 Penalty: 3256.652832
	Iteration 1F: 3 clusters Score -2816182 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2816713.250000 Penalty: 3256.652832
	Iteration 2F: 3 clusters Score -2816713 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2817235.750000 Penalty: 3256.652832
	Iteration 3F: 3 clusters Score -2817236 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2817704.500000 Penalty: 3256.652832
	Iteration 4F: 3 clusters Score -2817704 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2818135.000000 Penalty: 3256.652832
	Iteration 5F: 3 clusters Score -2818135 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2818502.500000 Penalty: 3256.652832
	Iteration 6Q: 3 clusters Score -2818502 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2818889.000000 Penalty: 3256.652832
	Iteration 7Q: 3 clusters Score -2818889 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2819379.750000 Penalty: 3256.652832
	Iteration 8Q: 3 clusters Score -2819380 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2819987.000000 Penalty: 3256.652832
	Iteration 9Q: 3 clusters Score -2819987 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2820701.750000 Penalty: 3256.652832
	Iteration 10F: 3 clusters Score -2820702 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2821528.750000 Penalty: 3256.652832
	Iteration 11F: 3 clusters Score -2821529 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2822423.750000 Penalty: 3256.652832
	Iteration 12F: 3 clusters Score -2822424 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2823233.750000 Penalty: 3256.652832
	Iteration 13Q: 3 clusters Score -2823234 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2823922.500000 Penalty: 3256.652832
	Iteration 14Q: 3 clusters Score -2823922 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2824422.750000 Penalty: 3256.652832
	Iteration 15Q: 3 clusters Score -2824423 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2824714.000000 Penalty: 3256.652832
	Iteration 16Q: 3 clusters Score -2824714 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2824892.500000 Penalty: 3256.652832
	Iteration 17Q: 3 clusters Score -2824892 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2824975.500000 Penalty: 3256.652832
	Iteration 18Q: 3 clusters Score -2824976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2825047.000000 Penalty: 3256.652832
	Iteration 19Q: 3 clusters Score -2825047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2825108.000000 Penalty: 3256.652832
	Iteration 20F: 3 clusters Score -2825108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2825156.000000 Penalty: 3256.652832
	Iteration 21Q: 3 clusters Score -2825156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2825188.750000 Penalty: 3256.652832
	Iteration 22Q: 3 clusters Score -2825189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2825200.500000 Penalty: 3256.652832
	Iteration 23Q: 3 clusters Score -2825200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2825209.000000 Penalty: 3256.652832
	Iteration 24Q: 3 clusters Score -2825209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2825211.250000 Penalty: 3256.652832
	Iteration 25Q: 3 clusters Score -2825211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2825217.500000 Penalty: 3256.652832
	Iteration 26Q: 3 clusters Score -2825218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2825216.750000 Penalty: 3256.652832
	Iteration 27Q: 3 clusters Score -2825217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2825215.250000 Penalty: 3256.652832
	Iteration 28Q: 3 clusters Score -2825215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2825215.250000 Penalty: 3256.652832
	Iteration 29F: 3 clusters Score -2825215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -438379.968750 Penalty: 1328.846313
	Iteration 0F: 2 clusters Score -438380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -435292.156250 Penalty: 2657.692627
	Iteration 0F: 3 clusters Score -435292.2 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -436101.031250 Penalty: 2657.692627
	Iteration 1F: 3 clusters Score -436101 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -436298.593750 Penalty: 2657.692627
	Iteration 2F: 3 clusters Score -436298.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -436484.562500 Penalty: 2657.692627
	Iteration 3F: 3 clusters Score -436484.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -436690.250000 Penalty: 2657.692627
	Iteration 4F: 3 clusters Score -436690.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -436837.125000 Penalty: 2657.692627
	Iteration 5F: 3 clusters Score -436837.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -437008.343750 Penalty: 2657.692627
	Iteration 6F: 3 clusters Score -437008.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -437182.031250 Penalty: 2657.692627
	Iteration 7F: 3 clusters Score -437182 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -437363.093750 Penalty: 2657.692627
	Iteration 8F: 3 clusters Score -437363.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -437483.375000 Penalty: 2657.692627
	Iteration 9Q: 3 clusters Score -437483.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -437570.343750 Penalty: 2657.692627
	Iteration 10Q: 3 clusters Score -437570.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -437627.593750 Penalty: 2657.692627
	Iteration 11Q: 3 clusters Score -437627.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -437688.562500 Penalty: 2657.692627
	Iteration 12Q: 3 clusters Score -437688.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -437725.187500 Penalty: 2657.692627
	Iteration 13Q: 3 clusters Score -437725.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -437758.593750 Penalty: 2657.692627
	Iteration 14Q: 3 clusters Score -437758.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -437772.562500 Penalty: 2657.692627
	Iteration 15Q: 3 clusters Score -437772.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -437783.531250 Penalty: 2657.692627
	Iteration 16Q: 3 clusters Score -437783.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -437790.031250 Penalty: 2657.692627
	Iteration 17Q: 3 clusters Score -437790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -437795.437500 Penalty: 2657.692627
	Iteration 18Q: 3 clusters Score -437795.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -437797.437500 Penalty: 2657.692627
	Iteration 19Q: 3 clusters Score -437797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -437800.437500 Penalty: 2657.692627
	Iteration 20F: 3 clusters Score -437800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -437802.812500 Penalty: 2657.692627
	Iteration 21Q: 3 clusters Score -437802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -437804.375000 Penalty: 2657.692627
	Iteration 22Q: 3 clusters Score -437804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -437805.125000 Penalty: 2657.692627
	Iteration 23Q: 3 clusters Score -437805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -437805.750000 Penalty: 2657.692627
	Iteration 24Q: 3 clusters Score -437805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -437806.125000 Penalty: 2657.692627
	Iteration 25Q: 3 clusters Score -437806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -437806.750000 Penalty: 2657.692627
	Iteration 26Q: 3 clusters Score -437806.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -437806.750000 Penalty: 2657.692627
	Iteration 27F: 3 clusters Score -437806.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -8771.176758 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -8771.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8018.625488 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -8018.625 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8297.213867 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -8297.214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8358.000000 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -8358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8394.035156 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -8394.035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8452.255859 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -8452.256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8517.484375 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -8517.484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8534.454102 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -8534.454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8534.454102 Penalty: 1824.266602
	Iteration 7F: 3 clusters Score -8534.454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19167.984375 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19167.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18368.675781 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -18368.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18676.478516 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -18676.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18850.914062 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -18850.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18956.128906 Penalty: 1852.644165
	Iteration 3F: 3 clusters Score -18956.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18972.570312 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -18972.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19028.013672 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -19028.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19045.939453 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -19045.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19048.527344 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -19048.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19048.527344 Penalty: 1852.644165
	Iteration 8F: 3 clusters Score -19048.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Entering Unmasked Estep 
Score: -3251681.250000 Penalty: 1648.648926
	Iteration 0F: 2 clusters Score -3251681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3234536.750000 Penalty: 3297.297852
	Iteration 0F: 3 clusters Score -3234537 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3241065.500000 Penalty: 3297.297852
	Iteration 1F: 3 clusters Score -3241066 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3241538.750000 Penalty: 3297.297852
	Iteration 2Q: 3 clusters Score -3241539 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3242012.000000 Penalty: 3297.297852
	Iteration 3Q: 3 clusters Score -3242012 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3242524.000000 Penalty: 3297.297852
	Iteration 4Q: 3 clusters Score -3242524 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3243187.500000 Penalty: 3297.297852
	Iteration 5Q: 3 clusters Score -3243188 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3243888.000000 Penalty: 3297.297852
	Iteration 6F: 3 clusters Score -3243888 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3244542.750000 Penalty: 3297.297852
	Iteration 7Q: 3 clusters Score -3244543 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3245155.500000 Penalty: 3297.297852
	Iteration 8Q: 3 clusters Score -3245156 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3245734.500000 Penalty: 3297.297852
	Iteration 9Q: 3 clusters Score -3245734 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3246254.250000 Penalty: 3297.297852
	Iteration 10Q: 3 clusters Score -3246254 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3246676.250000 Penalty: 3297.297852
	Iteration 11Q: 3 clusters Score -3246676 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3246943.000000 Penalty: 3297.297852
	Iteration 12Q: 3 clusters Score -3246943 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3247116.000000 Penalty: 3297.297852
	Iteration 13Q: 3 clusters Score -3247116 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3247256.250000 Penalty: 3297.297852
	Iteration 14Q: 3 clusters Score -3247256 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3247361.500000 Penalty: 3297.297852
	Iteration 15Q: 3 clusters Score -3247362 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -3247458.500000 Penalty: 3297.297852
	Iteration 16Q: 3 clusters Score -3247458 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3247568.000000 Penalty: 3297.297852
	Iteration 17Q: 3 clusters Score -3247568 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3247701.750000 Penalty: 3297.297852
	Iteration 18Q: 3 clusters Score -3247702 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3247859.000000 Penalty: 3297.297852
	Iteration 19Q: 3 clusters Score -3247859 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3248019.000000 Penalty: 3297.297852
	Iteration 20F: 3 clusters Score -3248019 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3248188.000000 Penalty: 3297.297852
	Iteration 21Q: 3 clusters Score -3248188 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -3248385.750000 Penalty: 3297.297852
	Iteration 22Q: 3 clusters Score -3248386 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3248589.000000 Penalty: 3297.297852
	Iteration 23Q: 3 clusters Score -3248589 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3248793.000000 Penalty: 3297.297852
	Iteration 24Q: 3 clusters Score -3248793 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3249003.750000 Penalty: 3297.297852
	Iteration 25Q: 3 clusters Score -3249004 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3249192.250000 Penalty: 3297.297852
	Iteration 26Q: 3 clusters Score -3249192 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3249339.500000 Penalty: 3297.297852
	Iteration 27Q: 3 clusters Score -3249340 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3249490.250000 Penalty: 3297.297852
	Iteration 28Q: 3 clusters Score -3249490 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3249615.000000 Penalty: 3297.297852
	Iteration 29Q: 3 clusters Score -3249615 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3249702.750000 Penalty: 3297.297852
	Iteration 30Q: 3 clusters Score -3249703 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3249779.500000 Penalty: 3297.297852
	Iteration 31Q: 3 clusters Score -3249780 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3249854.250000 Penalty: 3297.297852
	Iteration 32Q: 3 clusters Score -3249854 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3249915.250000 Penalty: 3297.297852
	Iteration 33Q: 3 clusters Score -3249915 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3249974.500000 Penalty: 3297.297852
	Iteration 34Q: 3 clusters Score -3249974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3250017.250000 Penalty: 3297.297852
	Iteration 35Q: 3 clusters Score -3250017 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3250047.750000 Penalty: 3297.297852
	Iteration 36Q: 3 clusters Score -3250048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3250086.750000 Penalty: 3297.297852
	Iteration 37Q: 3 clusters Score -3250087 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3250121.500000 Penalty: 3297.297852
	Iteration 38Q: 3 clusters Score -3250122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3250155.500000 Penalty: 3297.297852
	Iteration 39Q: 3 clusters Score -3250156 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3250206.750000 Penalty: 3297.297852
	Iteration 40F: 3 clusters Score -3250207 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3250238.000000 Penalty: 3297.297852
	Iteration 41Q: 3 clusters Score -3250238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3250265.000000 Penalty: 3297.297852
	Iteration 42Q: 3 clusters Score -3250265 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3250285.750000 Penalty: 3297.297852
	Iteration 43Q: 3 clusters Score -3250286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3250312.500000 Penalty: 3297.297852
	Iteration 44Q: 3 clusters Score -3250312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3250315.500000 Penalty: 3297.297852
	Iteration 45Q: 3 clusters Score -3250316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3250332.000000 Penalty: 3297.297852
	Iteration 46Q: 3 clusters Score -3250332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3250352.500000 Penalty: 3297.297852
	Iteration 47Q: 3 clusters Score -3250352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3250365.000000 Penalty: 3297.297852
	Iteration 48Q: 3 clusters Score -3250365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3250364.250000 Penalty: 3297.297852
	Iteration 49Q: 3 clusters Score -3250364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3250376.750000 Penalty: 3297.297852
	Iteration 50Q: 3 clusters Score -3250377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3250387.250000 Penalty: 3297.297852
	Iteration 51Q: 3 clusters Score -3250387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3250404.750000 Penalty: 3297.297852
	Iteration 52Q: 3 clusters Score -3250405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3250411.000000 Penalty: 3297.297852
	Iteration 53Q: 3 clusters Score -3250411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3250418.000000 Penalty: 3297.297852
	Iteration 54Q: 3 clusters Score -3250418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3250425.250000 Penalty: 3297.297852
	Iteration 55Q: 3 clusters Score -3250425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3250433.000000 Penalty: 3297.297852
	Iteration 56Q: 3 clusters Score -3250433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3250438.750000 Penalty: 3297.297852
	Iteration 57Q: 3 clusters Score -3250439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3250444.500000 Penalty: 3297.297852
	Iteration 58Q: 3 clusters Score -3250444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3250444.000000 Penalty: 3297.297852
	Iteration 59Q: 3 clusters Score -3250444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3250446.750000 Penalty: 3297.297852
	Iteration 60F: 3 clusters Score -3250447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3250448.000000 Penalty: 3297.297852
	Iteration 61Q: 3 clusters Score -3250448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3250449.000000 Penalty: 3297.297852
	Iteration 62Q: 3 clusters Score -3250449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3250451.750000 Penalty: 3297.297852
	Iteration 63Q: 3 clusters Score -3250452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3250449.750000 Penalty: 3297.297852
	Iteration 64Q: 3 clusters Score -3250450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3250455.250000 Penalty: 3297.297852
	Iteration 65Q: 3 clusters Score -3250455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3250459.000000 Penalty: 3297.297852
	Iteration 66Q: 3 clusters Score -3250459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3250462.750000 Penalty: 3297.297852
	Iteration 67Q: 3 clusters Score -3250463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3250462.750000 Penalty: 3297.297852
	Iteration 68Q: 3 clusters Score -3250463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3250464.500000 Penalty: 3297.297852
	Iteration 69Q: 3 clusters Score -3250464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3250464.500000 Penalty: 3297.297852
	Iteration 70F: 3 clusters Score -3250464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Entering Unmasked Estep 
Score: -11956855.000000 Penalty: 1861.042603
	Iteration 0F: 2 clusters Score -1.195686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -11894556.000000 Penalty: 3722.085205
	Iteration 0F: 3 clusters Score -1.189456e+07 nChanged 44987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -11920975.000000 Penalty: 3722.085205
	Iteration 1F: 3 clusters Score -1.192098e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -11921992.000000 Penalty: 3722.085205
	Iteration 2Q: 3 clusters Score -1.192199e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -11923506.000000 Penalty: 3722.085205
	Iteration 3Q: 3 clusters Score -1.192351e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -11925959.000000 Penalty: 3722.085205
	Iteration 4F: 3 clusters Score -1.192596e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -11929764.000000 Penalty: 3722.085205
	Iteration 5F: 3 clusters Score -1.192976e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -11934758.000000 Penalty: 3722.085205
	Iteration 6F: 3 clusters Score -1.193476e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -11940257.000000 Penalty: 3722.085205
	Iteration 7F: 3 clusters Score -1.194026e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -11944680.000000 Penalty: 3722.085205
	Iteration 8F: 3 clusters Score -1.194468e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -11947103.000000 Penalty: 3722.085205
	Iteration 9Q: 3 clusters Score -1.19471e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -11948383.000000 Penalty: 3722.085205
	Iteration 10Q: 3 clusters Score -1.194838e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -11949327.000000 Penalty: 3722.085205
	Iteration 11Q: 3 clusters Score -1.194933e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -11950126.000000 Penalty: 3722.085205
	Iteration 12Q: 3 clusters Score -1.195013e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -11950710.000000 Penalty: 3722.085205
	Iteration 13Q: 3 clusters Score -1.195071e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -11951118.000000 Penalty: 3722.085205
	Iteration 14Q: 3 clusters Score -1.195112e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -11951429.000000 Penalty: 3722.085205
	Iteration 15Q: 3 clusters Score -1.195143e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -11951716.000000 Penalty: 3722.085205
	Iteration 16Q: 3 clusters Score -1.195172e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -11951923.000000 Penalty: 3722.085205
	Iteration 17Q: 3 clusters Score -1.195192e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -11952068.000000 Penalty: 3722.085205
	Iteration 18Q: 3 clusters Score -1.195207e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -11952192.000000 Penalty: 3722.085205
	Iteration 19Q: 3 clusters Score -1.195219e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -11952292.000000 Penalty: 3722.085205
	Iteration 20F: 3 clusters Score -1.195229e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -11952364.000000 Penalty: 3722.085205
	Iteration 21Q: 3 clusters Score -1.195236e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -11952445.000000 Penalty: 3722.085205
	Iteration 22Q: 3 clusters Score -1.195244e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -11952524.000000 Penalty: 3722.085205
	Iteration 23Q: 3 clusters Score -1.195252e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -11952617.000000 Penalty: 3722.085205
	Iteration 24Q: 3 clusters Score -1.195262e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -11952658.000000 Penalty: 3722.085205
	Iteration 25Q: 3 clusters Score -1.195266e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -11952676.000000 Penalty: 3722.085205
	Iteration 26Q: 3 clusters Score -1.195268e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 72840 members 
Entering Unmasked Estep 
Score: -11952698.000000 Penalty: 3722.085205
	Iteration 27Q: 3 clusters Score -1.19527e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -11952731.000000 Penalty: 3722.085205
	Iteration 28Q: 3 clusters Score -1.195273e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -11952756.000000 Penalty: 3722.085205
	Iteration 29Q: 3 clusters Score -1.195276e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -11952789.000000 Penalty: 3722.085205
	Iteration 30Q: 3 clusters Score -1.195279e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -11952839.000000 Penalty: 3722.085205
	Iteration 31Q: 3 clusters Score -1.195284e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -11952892.000000 Penalty: 3722.085205
	Iteration 32Q: 3 clusters Score -1.195289e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -11952915.000000 Penalty: 3722.085205
	Iteration 33Q: 3 clusters Score -1.195292e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -11952921.000000 Penalty: 3722.085205
	Iteration 34Q: 3 clusters Score -1.195292e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -11952968.000000 Penalty: 3722.085205
	Iteration 35Q: 3 clusters Score -1.195297e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -11952989.000000 Penalty: 3722.085205
	Iteration 36Q: 3 clusters Score -1.195299e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -11952997.000000 Penalty: 3722.085205
	Iteration 37Q: 3 clusters Score -1.1953e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -11953009.000000 Penalty: 3722.085205
	Iteration 38Q: 3 clusters Score -1.195301e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -11953043.000000 Penalty: 3722.085205
	Iteration 39Q: 3 clusters Score -1.195304e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -11953076.000000 Penalty: 3722.085205
	Iteration 40F: 3 clusters Score -1.195308e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -11953140.000000 Penalty: 3722.085205
	Iteration 41Q: 3 clusters Score -1.195314e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -11953174.000000 Penalty: 3722.085205
	Iteration 42Q: 3 clusters Score -1.195317e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 78261 members 
Entering Unmasked Estep 
Score: -11953227.000000 Penalty: 3722.085205
	Iteration 43Q: 3 clusters Score -1.195323e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -11953305.000000 Penalty: 3722.085205
	Iteration 44Q: 3 clusters Score -1.19533e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
Score: -11953326.000000 Penalty: 3722.085205
	Iteration 45Q: 3 clusters Score -1.195333e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -11953387.000000 Penalty: 3722.085205
	Iteration 46Q: 3 clusters Score -1.195339e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -11953409.000000 Penalty: 3722.085205
	Iteration 47Q: 3 clusters Score -1.195341e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -11953439.000000 Penalty: 3722.085205
	Iteration 48Q: 3 clusters Score -1.195344e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -11953473.000000 Penalty: 3722.085205
	Iteration 49Q: 3 clusters Score -1.195347e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -11953490.000000 Penalty: 3722.085205
	Iteration 50Q: 3 clusters Score -1.195349e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -11953495.000000 Penalty: 3722.085205
	Iteration 51Q: 3 clusters Score -1.19535e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -11953496.000000 Penalty: 3722.085205
	Iteration 52Q: 3 clusters Score -1.19535e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -11953583.000000 Penalty: 3722.085205
	Iteration 53Q: 3 clusters Score -1.195358e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -11953600.000000 Penalty: 3722.085205
	Iteration 54Q: 3 clusters Score -1.19536e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -11953626.000000 Penalty: 3722.085205
	Iteration 55Q: 3 clusters Score -1.195363e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -11953599.000000 Penalty: 3722.085205
	Iteration 56Q: 3 clusters Score -1.19536e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -11953656.000000 Penalty: 3722.085205
	Iteration 57Q: 3 clusters Score -1.195366e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -11953672.000000 Penalty: 3722.085205
	Iteration 58Q: 3 clusters Score -1.195367e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -11953740.000000 Penalty: 3722.085205
	Iteration 59Q: 3 clusters Score -1.195374e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -11953791.000000 Penalty: 3722.085205
	Iteration 60F: 3 clusters Score -1.195379e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 83874 members 
Entering Unmasked Estep 
Score: -11953798.000000 Penalty: 3722.085205
	Iteration 61Q: 3 clusters Score -1.19538e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -11953813.000000 Penalty: 3722.085205
	Iteration 62Q: 3 clusters Score -1.195381e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -11953872.000000 Penalty: 3722.085205
	Iteration 63Q: 3 clusters Score -1.195387e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -11953930.000000 Penalty: 3722.085205
	Iteration 64Q: 3 clusters Score -1.195393e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -11953972.000000 Penalty: 3722.085205
	Iteration 65Q: 3 clusters Score -1.195397e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -11953990.000000 Penalty: 3722.085205
	Iteration 66Q: 3 clusters Score -1.195399e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -11954007.000000 Penalty: 3722.085205
	Iteration 67Q: 3 clusters Score -1.195401e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 86079 members 
Entering Unmasked Estep 
Score: -11954092.000000 Penalty: 3722.085205
	Iteration 68Q: 3 clusters Score -1.195409e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -11954069.000000 Penalty: 3722.085205
	Iteration 69Q: 3 clusters Score -1.195407e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -11954114.000000 Penalty: 3722.085205
	Iteration 70Q: 3 clusters Score -1.195411e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -11954144.000000 Penalty: 3722.085205
	Iteration 71Q: 3 clusters Score -1.195414e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 87350 members 
Entering Unmasked Estep 
Score: -11954172.000000 Penalty: 3722.085205
	Iteration 72Q: 3 clusters Score -1.195417e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 87704 members 
Entering Unmasked Estep 
Score: -11954228.000000 Penalty: 3722.085205
	Iteration 73Q: 3 clusters Score -1.195423e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -11954344.000000 Penalty: 3722.085205
	Iteration 74Q: 3 clusters Score -1.195434e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -11954426.000000 Penalty: 3722.085205
	Iteration 75Q: 3 clusters Score -1.195443e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -11954534.000000 Penalty: 3722.085205
	Iteration 76Q: 3 clusters Score -1.195453e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -11954606.000000 Penalty: 3722.085205
	Iteration 77Q: 3 clusters Score -1.195461e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -11954708.000000 Penalty: 3722.085205
	Iteration 78Q: 3 clusters Score -1.195471e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -11954815.000000 Penalty: 3722.085205
	Iteration 79Q: 3 clusters Score -1.195482e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -11954912.000000 Penalty: 3722.085205
	Iteration 80F: 3 clusters Score -1.195491e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -11954985.000000 Penalty: 3722.085205
	Iteration 81Q: 3 clusters Score -1.195498e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -11955086.000000 Penalty: 3722.085205
	Iteration 82Q: 3 clusters Score -1.195509e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -11955147.000000 Penalty: 3722.085205
	Iteration 83Q: 3 clusters Score -1.195515e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -11955162.000000 Penalty: 3722.085205
	Iteration 84Q: 3 clusters Score -1.195516e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -11955230.000000 Penalty: 3722.085205
	Iteration 85Q: 3 clusters Score -1.195523e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -11955276.000000 Penalty: 3722.085205
	Iteration 86Q: 3 clusters Score -1.195528e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -11955335.000000 Penalty: 3722.085205
	Iteration 87Q: 3 clusters Score -1.195534e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 92145 members 
Entering Unmasked Estep 
Score: -11955327.000000 Penalty: 3722.085205
	Iteration 88Q: 3 clusters Score -1.195533e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 92322 members 
Entering Unmasked Estep 
Score: -11955422.000000 Penalty: 3722.085205
	Iteration 89Q: 3 clusters Score -1.195542e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -11955437.000000 Penalty: 3722.085205
	Iteration 90Q: 3 clusters Score -1.195544e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -11955477.000000 Penalty: 3722.085205
	Iteration 91Q: 3 clusters Score -1.195548e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -11955488.000000 Penalty: 3722.085205
	Iteration 92Q: 3 clusters Score -1.195549e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -11955488.000000 Penalty: 3722.085205
	Iteration 93Q: 3 clusters Score -1.195549e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -11955517.000000 Penalty: 3722.085205
	Iteration 94Q: 3 clusters Score -1.195552e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -11955524.000000 Penalty: 3722.085205
	Iteration 95Q: 3 clusters Score -1.195552e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -11955545.000000 Penalty: 3722.085205
	Iteration 96Q: 3 clusters Score -1.195554e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -11955549.000000 Penalty: 3722.085205
	Iteration 97Q: 3 clusters Score -1.195555e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -11955554.000000 Penalty: 3722.085205
	Iteration 98Q: 3 clusters Score -1.195555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -11955563.000000 Penalty: 3722.085205
	Iteration 99Q: 3 clusters Score -1.195556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -11955566.000000 Penalty: 3722.085205
	Iteration 100F: 3 clusters Score -1.195557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -11955571.000000 Penalty: 3722.085205
	Iteration 101Q: 3 clusters Score -1.195557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -11955572.000000 Penalty: 3722.085205
	Iteration 102Q: 3 clusters Score -1.195557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -11955578.000000 Penalty: 3722.085205
	Iteration 103Q: 3 clusters Score -1.195558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -11955583.000000 Penalty: 3722.085205
	Iteration 104Q: 3 clusters Score -1.195558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -11955599.000000 Penalty: 3722.085205
	Iteration 105Q: 3 clusters Score -1.19556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -11955601.000000 Penalty: 3722.085205
	Iteration 106Q: 3 clusters Score -1.19556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -11955607.000000 Penalty: 3722.085205
	Iteration 107Q: 3 clusters Score -1.195561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -11955596.000000 Penalty: 3722.085205
	Iteration 108Q: 3 clusters Score -1.19556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -11955593.000000 Penalty: 3722.085205
	Iteration 109Q: 3 clusters Score -1.195559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -11955591.000000 Penalty: 3722.085205
	Iteration 110Q: 3 clusters Score -1.195559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -11955595.000000 Penalty: 3722.085205
	Iteration 111Q: 3 clusters Score -1.19556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -11955597.000000 Penalty: 3722.085205
	Iteration 112Q: 3 clusters Score -1.19556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -11955594.000000 Penalty: 3722.085205
	Iteration 113Q: 3 clusters Score -1.195559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -11955591.000000 Penalty: 3722.085205
	Iteration 114Q: 3 clusters Score -1.195559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -11955589.000000 Penalty: 3722.085205
	Iteration 115Q: 3 clusters Score -1.195559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -11955589.000000 Penalty: 3722.085205
	Iteration 116F: 3 clusters Score -1.195559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Entering Unmasked Estep 
Score: -5330798.500000 Penalty: 1727.696411
	Iteration 0F: 2 clusters Score -5330798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5302946.000000 Penalty: 3455.392822
	Iteration 0F: 3 clusters Score -5302946 nChanged 19202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -5313563.500000 Penalty: 3455.392822
	Iteration 1F: 3 clusters Score -5313564 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -5313968.000000 Penalty: 3455.392822
	Iteration 2Q: 3 clusters Score -5313968 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5314326.500000 Penalty: 3455.392822
	Iteration 3Q: 3 clusters Score -5314326 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -5314777.000000 Penalty: 3455.392822
	Iteration 4Q: 3 clusters Score -5314777 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5315291.500000 Penalty: 3455.392822
	Iteration 5Q: 3 clusters Score -5315292 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -5316044.000000 Penalty: 3455.392822
	Iteration 6Q: 3 clusters Score -5316044 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -5317172.500000 Penalty: 3455.392822
	Iteration 7Q: 3 clusters Score -5317172 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -5318771.000000 Penalty: 3455.392822
	Iteration 8F: 3 clusters Score -5318771 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5320730.000000 Penalty: 3455.392822
	Iteration 9F: 3 clusters Score -5320730 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -5322458.500000 Penalty: 3455.392822
	Iteration 10F: 3 clusters Score -5322458 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -5323492.500000 Penalty: 3455.392822
	Iteration 11Q: 3 clusters Score -5323492 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5324034.000000 Penalty: 3455.392822
	Iteration 12Q: 3 clusters Score -5324034 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -5324319.000000 Penalty: 3455.392822
	Iteration 13Q: 3 clusters Score -5324319 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -5324512.500000 Penalty: 3455.392822
	Iteration 14Q: 3 clusters Score -5324512 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -5324746.500000 Penalty: 3455.392822
	Iteration 15Q: 3 clusters Score -5324746 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -5324948.000000 Penalty: 3455.392822
	Iteration 16Q: 3 clusters Score -5324948 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -5325138.000000 Penalty: 3455.392822
	Iteration 17Q: 3 clusters Score -5325138 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -5325364.500000 Penalty: 3455.392822
	Iteration 18Q: 3 clusters Score -5325364 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -5325589.000000 Penalty: 3455.392822
	Iteration 19Q: 3 clusters Score -5325589 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -5325828.000000 Penalty: 3455.392822
	Iteration 20F: 3 clusters Score -5325828 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5326113.500000 Penalty: 3455.392822
	Iteration 21Q: 3 clusters Score -5326114 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5326374.000000 Penalty: 3455.392822
	Iteration 22Q: 3 clusters Score -5326374 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -5326695.000000 Penalty: 3455.392822
	Iteration 23Q: 3 clusters Score -5326695 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5326969.000000 Penalty: 3455.392822
	Iteration 24Q: 3 clusters Score -5326969 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -5327251.000000 Penalty: 3455.392822
	Iteration 25Q: 3 clusters Score -5327251 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -5327527.500000 Penalty: 3455.392822
	Iteration 26Q: 3 clusters Score -5327528 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5327765.500000 Penalty: 3455.392822
	Iteration 27Q: 3 clusters Score -5327766 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -5328004.500000 Penalty: 3455.392822
	Iteration 28Q: 3 clusters Score -5328004 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5328163.000000 Penalty: 3455.392822
	Iteration 29Q: 3 clusters Score -5328163 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -5328318.500000 Penalty: 3455.392822
	Iteration 30Q: 3 clusters Score -5328318 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -5328456.500000 Penalty: 3455.392822
	Iteration 31Q: 3 clusters Score -5328456 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -5328565.500000 Penalty: 3455.392822
	Iteration 32Q: 3 clusters Score -5328566 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5328662.000000 Penalty: 3455.392822
	Iteration 33Q: 3 clusters Score -5328662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5328719.500000 Penalty: 3455.392822
	Iteration 34Q: 3 clusters Score -5328720 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5328799.000000 Penalty: 3455.392822
	Iteration 35Q: 3 clusters Score -5328799 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5328857.500000 Penalty: 3455.392822
	Iteration 36Q: 3 clusters Score -5328858 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5328912.500000 Penalty: 3455.392822
	Iteration 37Q: 3 clusters Score -5328912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -5328953.000000 Penalty: 3455.392822
	Iteration 38Q: 3 clusters Score -5328953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -5328995.000000 Penalty: 3455.392822
	Iteration 39Q: 3 clusters Score -5328995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -5329038.500000 Penalty: 3455.392822
	Iteration 40F: 3 clusters Score -5329038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5329078.000000 Penalty: 3455.392822
	Iteration 41Q: 3 clusters Score -5329078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -5329110.500000 Penalty: 3455.392822
	Iteration 42Q: 3 clusters Score -5329110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -5329130.500000 Penalty: 3455.392822
	Iteration 43Q: 3 clusters Score -5329130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -5329151.000000 Penalty: 3455.392822
	Iteration 44Q: 3 clusters Score -5329151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -5329150.000000 Penalty: 3455.392822
	Iteration 45Q: 3 clusters Score -5329150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -5329166.000000 Penalty: 3455.392822
	Iteration 46Q: 3 clusters Score -5329166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5329177.000000 Penalty: 3455.392822
	Iteration 47Q: 3 clusters Score -5329177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5329177.500000 Penalty: 3455.392822
	Iteration 48Q: 3 clusters Score -5329178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5329197.000000 Penalty: 3455.392822
	Iteration 49Q: 3 clusters Score -5329197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5329197.500000 Penalty: 3455.392822
	Iteration 50Q: 3 clusters Score -5329198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5329211.500000 Penalty: 3455.392822
	Iteration 51Q: 3 clusters Score -5329212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -5329216.000000 Penalty: 3455.392822
	Iteration 52Q: 3 clusters Score -5329216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5329225.000000 Penalty: 3455.392822
	Iteration 53Q: 3 clusters Score -5329225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -5329230.000000 Penalty: 3455.392822
	Iteration 54Q: 3 clusters Score -5329230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5329228.000000 Penalty: 3455.392822
	Iteration 55Q: 3 clusters Score -5329228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -5329229.500000 Penalty: 3455.392822
	Iteration 56Q: 3 clusters Score -5329230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5329232.500000 Penalty: 3455.392822
	Iteration 57Q: 3 clusters Score -5329232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5329232.500000 Penalty: 3455.392822
	Iteration 58F: 3 clusters Score -5329232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -331156.000000 Penalty: 1273.858887
	Iteration 0F: 2 clusters Score -331156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -328720.625000 Penalty: 2547.717773
	Iteration 0F: 3 clusters Score -328720.6 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -329257.750000 Penalty: 2547.717773
	Iteration 1F: 3 clusters Score -329257.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -329360.656250 Penalty: 2547.717773
	Iteration 2F: 3 clusters Score -329360.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -329413.375000 Penalty: 2547.717773
	Iteration 3Q: 3 clusters Score -329413.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -329454.343750 Penalty: 2547.717773
	Iteration 4Q: 3 clusters Score -329454.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -329483.343750 Penalty: 2547.717773
	Iteration 5Q: 3 clusters Score -329483.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -329507.750000 Penalty: 2547.717773
	Iteration 6Q: 3 clusters Score -329507.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -329522.406250 Penalty: 2547.717773
	Iteration 7Q: 3 clusters Score -329522.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -329537.031250 Penalty: 2547.717773
	Iteration 8Q: 3 clusters Score -329537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -329545.750000 Penalty: 2547.717773
	Iteration 9Q: 3 clusters Score -329545.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329556.250000 Penalty: 2547.717773
	Iteration 10Q: 3 clusters Score -329556.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -329564.375000 Penalty: 2547.717773
	Iteration 11Q: 3 clusters Score -329564.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -329573.187500 Penalty: 2547.717773
	Iteration 12Q: 3 clusters Score -329573.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329582.593750 Penalty: 2547.717773
	Iteration 13Q: 3 clusters Score -329582.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -329595.218750 Penalty: 2547.717773
	Iteration 14Q: 3 clusters Score -329595.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -329604.718750 Penalty: 2547.717773
	Iteration 15Q: 3 clusters Score -329604.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -329612.468750 Penalty: 2547.717773
	Iteration 16Q: 3 clusters Score -329612.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -329618.375000 Penalty: 2547.717773
	Iteration 17Q: 3 clusters Score -329618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -329620.906250 Penalty: 2547.717773
	Iteration 18Q: 3 clusters Score -329620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -329624.125000 Penalty: 2547.717773
	Iteration 19Q: 3 clusters Score -329624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -329627.468750 Penalty: 2547.717773
	Iteration 20F: 3 clusters Score -329627.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -329631.000000 Penalty: 2547.717773
	Iteration 21Q: 3 clusters Score -329631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -329632.281250 Penalty: 2547.717773
	Iteration 22Q: 3 clusters Score -329632.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -329634.250000 Penalty: 2547.717773
	Iteration 23Q: 3 clusters Score -329634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -329634.656250 Penalty: 2547.717773
	Iteration 24Q: 3 clusters Score -329634.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -329635.750000 Penalty: 2547.717773
	Iteration 25Q: 3 clusters Score -329635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -329637.406250 Penalty: 2547.717773
	Iteration 26Q: 3 clusters Score -329637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -329639.187500 Penalty: 2547.717773
	Iteration 27Q: 3 clusters Score -329639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -329641.406250 Penalty: 2547.717773
	Iteration 28Q: 3 clusters Score -329641.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -329645.156250 Penalty: 2547.717773
	Iteration 29Q: 3 clusters Score -329645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -329646.062500 Penalty: 2547.717773
	Iteration 30Q: 3 clusters Score -329646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -329646.656250 Penalty: 2547.717773
	Iteration 31Q: 3 clusters Score -329646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -329646.656250 Penalty: 2547.717773
	Iteration 32F: 3 clusters Score -329646.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -275362.250000 Penalty: 1251.444946
	Iteration 0F: 2 clusters Score -275362.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -273146.343750 Penalty: 2502.889893
	Iteration 0F: 3 clusters Score -273146.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -273664.718750 Penalty: 2502.889893
	Iteration 1F: 3 clusters Score -273664.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -273768.687500 Penalty: 2502.889893
	Iteration 2F: 3 clusters Score -273768.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -273819.187500 Penalty: 2502.889893
	Iteration 3Q: 3 clusters Score -273819.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -273847.593750 Penalty: 2502.889893
	Iteration 4Q: 3 clusters Score -273847.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -273872.187500 Penalty: 2502.889893
	Iteration 5Q: 3 clusters Score -273872.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -273891.312500 Penalty: 2502.889893
	Iteration 6Q: 3 clusters Score -273891.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -273901.906250 Penalty: 2502.889893
	Iteration 7Q: 3 clusters Score -273901.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -273911.906250 Penalty: 2502.889893
	Iteration 8Q: 3 clusters Score -273911.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -273922.968750 Penalty: 2502.889893
	Iteration 9Q: 3 clusters Score -273923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -273931.906250 Penalty: 2502.889893
	Iteration 10Q: 3 clusters Score -273931.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -273935.968750 Penalty: 2502.889893
	Iteration 11Q: 3 clusters Score -273936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -273938.000000 Penalty: 2502.889893
	Iteration 12Q: 3 clusters Score -273938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -273940.406250 Penalty: 2502.889893
	Iteration 13Q: 3 clusters Score -273940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -273942.218750 Penalty: 2502.889893
	Iteration 14Q: 3 clusters Score -273942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -273942.812500 Penalty: 2502.889893
	Iteration 15Q: 3 clusters Score -273942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -273944.125000 Penalty: 2502.889893
	Iteration 16Q: 3 clusters Score -273944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -273944.625000 Penalty: 2502.889893
	Iteration 17Q: 3 clusters Score -273944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -273944.625000 Penalty: 2502.889893
	Iteration 18F: 3 clusters Score -273944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32179 members 
Mstep: Class 3 contains 25241 members 
Mstep: Class 4 contains 108390 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 109527 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108267 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22482 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25477 members 
Mstep: Class 15 contains 94143 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 19 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805936.000000 Penalty: 38813.050781
Iteration 319Q: 19 clusters Score -7.280594e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32233 members 
Mstep: Class 3 contains 25273 members 
Mstep: Class 4 contains 108304 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 109524 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108215 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22488 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25478 members 
Mstep: Class 15 contains 94084 members 
Mstep: Class 16 contains 41538 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 19 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806176.000000 Penalty: 38813.050781
Iteration 320F: 19 clusters Score -7.280618e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32278 members 
Mstep: Class 3 contains 25295 members 
Mstep: Class 4 contains 108230 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 109522 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108179 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22483 members 
Mstep: Class 11 contains 3565 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25482 members 
Mstep: Class 15 contains 94025 members 
Mstep: Class 16 contains 41635 members 
Mstep: Class 17 contains 2550 members 
Mstep: Class 19 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806256.000000 Penalty: 38813.050781
Iteration 321Q: 19 clusters Score -7.280626e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32298 members 
Mstep: Class 3 contains 25325 members 
Mstep: Class 4 contains 108138 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 109518 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108169 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22490 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25485 members 
Mstep: Class 15 contains 93959 members 
Mstep: Class 16 contains 41731 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 19 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806376.000000 Penalty: 38813.050781
Iteration 322Q: 19 clusters Score -7.280638e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32299 members 
Mstep: Class 3 contains 25352 members 
Mstep: Class 4 contains 108036 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 109511 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108186 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22493 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25481 members 
Mstep: Class 15 contains 93902 members 
Mstep: Class 16 contains 41837 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 19 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806656.000000 Penalty: 38813.050781
Iteration 323Q: 19 clusters Score -7.280666e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32308 members 
Mstep: Class 3 contains 25370 members 
Mstep: Class 4 contains 107925 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 109505 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108215 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22492 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25486 members 
Mstep: Class 15 contains 93824 members 
Mstep: Class 16 contains 41958 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 19 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806784.000000 Penalty: 38813.050781
Iteration 324Q: 19 clusters Score -7.280678e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32327 members 
Mstep: Class 3 contains 25389 members 
Mstep: Class 4 contains 107809 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 109501 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108242 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22491 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25490 members 
Mstep: Class 15 contains 93757 members 
Mstep: Class 16 contains 42069 members 
Mstep: Class 17 contains 2589 members 
Mstep: Class 19 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806800.000000 Penalty: 38813.050781
Iteration 325Q: 19 clusters Score -7.28068e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32377 members 
Mstep: Class 3 contains 25411 members 
Mstep: Class 4 contains 107680 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 109510 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108261 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 22485 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25496 members 
Mstep: Class 15 contains 93681 members 
Mstep: Class 16 contains 42172 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 19 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806880.000000 Penalty: 38813.050781
Iteration 326Q: 19 clusters Score -7.280688e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32426 members 
Mstep: Class 3 contains 25430 members 
Mstep: Class 4 contains 107564 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 109513 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108270 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22483 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25498 members 
Mstep: Class 15 contains 93596 members 
Mstep: Class 16 contains 42294 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 19 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806896.000000 Penalty: 38813.050781
Iteration 327Q: 19 clusters Score -7.28069e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32469 members 
Mstep: Class 3 contains 25463 members 
Mstep: Class 4 contains 107419 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 109511 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108316 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22478 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25498 members 
Mstep: Class 15 contains 93521 members 
Mstep: Class 16 contains 42396 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 19 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806896.000000 Penalty: 38813.050781
Iteration 328Q: 19 clusters Score -7.28069e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32529 members 
Mstep: Class 3 contains 25487 members 
Mstep: Class 4 contains 107287 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 109508 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108305 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22480 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25504 members 
Mstep: Class 15 contains 93461 members 
Mstep: Class 16 contains 42507 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 19 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807088.000000 Penalty: 38813.050781
Iteration 329Q: 19 clusters Score -7.280709e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32595 members 
Mstep: Class 3 contains 25521 members 
Mstep: Class 4 contains 107131 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 109503 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108307 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22487 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25502 members 
Mstep: Class 15 contains 93421 members 
Mstep: Class 16 contains 42607 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 19 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807424.000000 Penalty: 38813.050781
Iteration 330Q: 19 clusters Score -7.280742e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32658 members 
Mstep: Class 3 contains 25557 members 
Mstep: Class 4 contains 106973 members 
Mstep: Class 5 contains 1460 members 
Mstep: Class 6 contains 109499 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108308 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22488 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25506 members 
Mstep: Class 15 contains 93362 members 
Mstep: Class 16 contains 42728 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 19 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807600.000000 Penalty: 38813.050781
Iteration 331Q: 19 clusters Score -7.28076e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32734 members 
Mstep: Class 3 contains 25577 members 
Mstep: Class 4 contains 106830 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 109495 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108305 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22497 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25506 members 
Mstep: Class 15 contains 93265 members 
Mstep: Class 16 contains 42865 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 19 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807800.000000 Penalty: 38813.050781
Iteration 332Q: 19 clusters Score -7.28078e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32822 members 
Mstep: Class 3 contains 25584 members 
Mstep: Class 4 contains 106717 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 109491 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108291 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22510 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25504 members 
Mstep: Class 15 contains 93147 members 
Mstep: Class 16 contains 43005 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 19 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807992.000000 Penalty: 38813.050781
Iteration 333Q: 19 clusters Score -7.280799e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 32897 members 
Mstep: Class 3 contains 25596 members 
Mstep: Class 4 contains 106586 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 109485 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108257 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22531 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25499 members 
Mstep: Class 15 contains 93053 members 
Mstep: Class 16 contains 43167 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 19 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808096.000000 Penalty: 38813.050781
Iteration 334Q: 19 clusters Score -7.28081e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33007 members 
Mstep: Class 3 contains 25607 members 
Mstep: Class 4 contains 106470 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 109475 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108197 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22544 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25505 members 
Mstep: Class 15 contains 92952 members 
Mstep: Class 16 contains 43318 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 19 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808120.000000 Penalty: 38813.050781
Iteration 335Q: 19 clusters Score -7.280812e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33100 members 
Mstep: Class 3 contains 25609 members 
Mstep: Class 4 contains 106348 members 
Mstep: Class 5 contains 1466 members 
Mstep: Class 6 contains 109468 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108157 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22567 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25514 members 
Mstep: Class 15 contains 92847 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 19 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808120.000000 Penalty: 38813.050781
Iteration 336Q: 19 clusters Score -7.280812e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33211 members 
Mstep: Class 3 contains 25614 members 
Mstep: Class 4 contains 106226 members 
Mstep: Class 5 contains 1466 members 
Mstep: Class 6 contains 109457 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108106 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22577 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 92739 members 
Mstep: Class 16 contains 43633 members 
Mstep: Class 17 contains 2582 members 
Mstep: Class 19 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808296.000000 Penalty: 38813.050781
Iteration 337Q: 19 clusters Score -7.28083e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33294 members 
Mstep: Class 3 contains 25618 members 
Mstep: Class 4 contains 106146 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 109449 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108042 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 22596 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25522 members 
Mstep: Class 15 contains 92612 members 
Mstep: Class 16 contains 43799 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808392.000000 Penalty: 38813.050781
Iteration 338Q: 19 clusters Score -7.280839e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33366 members 
Mstep: Class 3 contains 25606 members 
Mstep: Class 4 contains 106029 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 109443 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 108002 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 22608 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25529 members 
Mstep: Class 15 contains 92493 members 
Mstep: Class 16 contains 43996 members 
Mstep: Class 17 contains 2597 members 
Mstep: Class 19 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808464.000000 Penalty: 38813.050781
Iteration 339Q: 19 clusters Score -7.280846e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33443 members 
Mstep: Class 3 contains 25602 members 
Mstep: Class 4 contains 105935 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 109435 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107947 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22623 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25540 members 
Mstep: Class 15 contains 92368 members 
Mstep: Class 16 contains 44177 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 19 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808640.000000 Penalty: 38813.050781
Iteration 340F: 19 clusters Score -7.280864e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33544 members 
Mstep: Class 3 contains 25612 members 
Mstep: Class 4 contains 105865 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 109425 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107917 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22638 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25547 members 
Mstep: Class 15 contains 92170 members 
Mstep: Class 16 contains 44349 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 19 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808688.000000 Penalty: 38813.050781
Iteration 341Q: 19 clusters Score -7.280869e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33643 members 
Mstep: Class 3 contains 25619 members 
Mstep: Class 4 contains 105792 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 109412 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107898 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22654 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25550 members 
Mstep: Class 15 contains 91970 members 
Mstep: Class 16 contains 44520 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 19 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808912.000000 Penalty: 38813.050781
Iteration 342Q: 19 clusters Score -7.280891e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33732 members 
Mstep: Class 3 contains 25630 members 
Mstep: Class 4 contains 105741 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 109397 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107872 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22658 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25557 members 
Mstep: Class 15 contains 91763 members 
Mstep: Class 16 contains 44694 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 19 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808896.000000 Penalty: 38813.050781
Iteration 343Q: 19 clusters Score -7.28089e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33816 members 
Mstep: Class 3 contains 25637 members 
Mstep: Class 4 contains 105669 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 109386 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107865 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22658 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25553 members 
Mstep: Class 15 contains 91583 members 
Mstep: Class 16 contains 44860 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 19 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808960.000000 Penalty: 38813.050781
Iteration 344Q: 19 clusters Score -7.280896e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33904 members 
Mstep: Class 3 contains 25635 members 
Mstep: Class 4 contains 105565 members 
Mstep: Class 5 contains 1470 members 
Mstep: Class 6 contains 109377 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107844 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22665 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25562 members 
Mstep: Class 15 contains 91393 members 
Mstep: Class 16 contains 45062 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 19 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809088.000000 Penalty: 38813.050781
Iteration 345Q: 19 clusters Score -7.280909e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33983 members 
Mstep: Class 3 contains 25629 members 
Mstep: Class 4 contains 105473 members 
Mstep: Class 5 contains 1473 members 
Mstep: Class 6 contains 109369 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107830 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22666 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25577 members 
Mstep: Class 15 contains 91182 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 19 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809080.000000 Penalty: 38813.050781
Iteration 346Q: 19 clusters Score -7.280908e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34056 members 
Mstep: Class 3 contains 25623 members 
Mstep: Class 4 contains 105383 members 
Mstep: Class 5 contains 1473 members 
Mstep: Class 6 contains 109365 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107861 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22670 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25585 members 
Mstep: Class 15 contains 90962 members 
Mstep: Class 16 contains 45478 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 19 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809104.000000 Penalty: 38813.050781
Iteration 347Q: 19 clusters Score -7.28091e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34143 members 
Mstep: Class 3 contains 25622 members 
Mstep: Class 4 contains 105311 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 109360 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107880 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22667 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25596 members 
Mstep: Class 15 contains 90748 members 
Mstep: Class 16 contains 45646 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 19 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809240.000000 Penalty: 38813.050781
Iteration 348Q: 19 clusters Score -7.280924e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34220 members 
Mstep: Class 3 contains 25627 members 
Mstep: Class 4 contains 105238 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 109356 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107881 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22675 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25612 members 
Mstep: Class 15 contains 90547 members 
Mstep: Class 16 contains 45807 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 19 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809200.000000 Penalty: 38813.050781
Iteration 349Q: 19 clusters Score -7.28092e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34321 members 
Mstep: Class 3 contains 25632 members 
Mstep: Class 4 contains 105179 members 
Mstep: Class 5 contains 1469 members 
Mstep: Class 6 contains 109345 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107865 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22682 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25629 members 
Mstep: Class 15 contains 90357 members 
Mstep: Class 16 contains 45949 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 19 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809200.000000 Penalty: 38813.050781
Iteration 350Q: 19 clusters Score -7.28092e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34405 members 
Mstep: Class 3 contains 25635 members 
Mstep: Class 4 contains 105141 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 109352 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107856 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22689 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25644 members 
Mstep: Class 15 contains 90153 members 
Mstep: Class 16 contains 46079 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 19 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809160.000000 Penalty: 38813.050781
Iteration 351Q: 19 clusters Score -7.280916e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34476 members 
Mstep: Class 3 contains 25635 members 
Mstep: Class 4 contains 105110 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 109354 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107849 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22686 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25662 members 
Mstep: Class 15 contains 89978 members 
Mstep: Class 16 contains 46201 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 19 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809216.000000 Penalty: 38813.050781
Iteration 352Q: 19 clusters Score -7.280922e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34538 members 
Mstep: Class 3 contains 25639 members 
Mstep: Class 4 contains 105094 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 109356 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107827 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 22698 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25669 members 
Mstep: Class 15 contains 89795 members 
Mstep: Class 16 contains 46322 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 19 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809120.000000 Penalty: 38813.050781
Iteration 353Q: 19 clusters Score -7.280912e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34630 members 
Mstep: Class 3 contains 25642 members 
Mstep: Class 4 contains 105096 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109345 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107792 members 
Mstep: Class 9 contains 514 members 
Mstep: Class 10 contains 22705 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25678 members 
Mstep: Class 15 contains 89625 members 
Mstep: Class 16 contains 46408 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 19 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809096.000000 Penalty: 38813.050781
Iteration 354Q: 19 clusters Score -7.28091e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34683 members 
Mstep: Class 3 contains 25649 members 
Mstep: Class 4 contains 105090 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109333 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107792 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 22715 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25686 members 
Mstep: Class 15 contains 89486 members 
Mstep: Class 16 contains 46482 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 19 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809048.000000 Penalty: 38813.050781
Iteration 355Q: 19 clusters Score -7.280905e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34722 members 
Mstep: Class 3 contains 25658 members 
Mstep: Class 4 contains 105081 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 109329 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107788 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22722 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25703 members 
Mstep: Class 15 contains 89346 members 
Mstep: Class 16 contains 46553 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 19 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809136.000000 Penalty: 38813.050781
Iteration 356Q: 19 clusters Score -7.280914e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34760 members 
Mstep: Class 3 contains 25666 members 
Mstep: Class 4 contains 105094 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109316 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107805 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22722 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 89220 members 
Mstep: Class 16 contains 46606 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 19 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809192.000000 Penalty: 38813.050781
Iteration 357Q: 19 clusters Score -7.280919e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34813 members 
Mstep: Class 3 contains 25673 members 
Mstep: Class 4 contains 105102 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109309 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107786 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22721 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 89097 members 
Mstep: Class 16 contains 46657 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 19 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809120.000000 Penalty: 38813.050781
Iteration 358Q: 19 clusters Score -7.280912e+07 nChanged 490
Entering ConstructFrom: 
Score: -72809120.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -75805.039062 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -75805.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74570.523438 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -74570.52 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74833.257812 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -74833.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -74998.218750 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -74998.22 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75247.421875 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -75247.42 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -75547.507812 Penalty: 2150.221191
	Iteration 4F: 3 clusters Score -75547.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -75789.976562 Penalty: 2150.221191
	Iteration 5F: 3 clusters Score -75789.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75921.156250 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -75921.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -75989.820312 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -75989.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76024.093750 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -76024.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76034.765625 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -76034.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76038.906250 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -76038.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76040.921875 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -76040.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76042.070312 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -76042.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76042.851562 Penalty: 2150.221191
	Iteration 13Q: 3 clusters Score -76042.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76042.851562 Penalty: 2150.221191
	Iteration 14F: 3 clusters Score -76042.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 34860 members 
Mstep: Class 3 contains 25687 members 
Mstep: Class 4 contains 105095 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109303 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107767 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22722 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25735 members 
Mstep: Class 15 contains 88997 members 
Mstep: Class 16 contains 46712 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 2120 members 
Entering Unmasked Estep 
Score: -72808168.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72809120.000000 to -72808168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (34860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Entering Unmasked Estep 
Score: -4519959.000000 Penalty: 1699.602905
	Iteration 0F: 2 clusters Score -4519959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4496597.000000 Penalty: 3399.205811
	Iteration 0F: 3 clusters Score -4496597 nChanged 16146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4505652.500000 Penalty: 3399.205811
	Iteration 1F: 3 clusters Score -4505652 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4506061.000000 Penalty: 3399.205811
	Iteration 2Q: 3 clusters Score -4506061 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4506467.000000 Penalty: 3399.205811
	Iteration 3Q: 3 clusters Score -4506467 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4506819.500000 Penalty: 3399.205811
	Iteration 4Q: 3 clusters Score -4506820 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4507304.500000 Penalty: 3399.205811
	Iteration 5Q: 3 clusters Score -4507304 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -4507900.000000 Penalty: 3399.205811
	Iteration 6Q: 3 clusters Score -4507900 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4508848.500000 Penalty: 3399.205811
	Iteration 7Q: 3 clusters Score -4508848 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4510253.500000 Penalty: 3399.205811
	Iteration 8F: 3 clusters Score -4510254 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4512053.500000 Penalty: 3399.205811
	Iteration 9F: 3 clusters Score -4512054 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -4513832.000000 Penalty: 3399.205811
	Iteration 10F: 3 clusters Score -4513832 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4515153.500000 Penalty: 3399.205811
	Iteration 11Q: 3 clusters Score -4515154 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4516058.500000 Penalty: 3399.205811
	Iteration 12Q: 3 clusters Score -4516058 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4516703.500000 Penalty: 3399.205811
	Iteration 13Q: 3 clusters Score -4516704 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4517131.000000 Penalty: 3399.205811
	Iteration 14Q: 3 clusters Score -4517131 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4517485.500000 Penalty: 3399.205811
	Iteration 15Q: 3 clusters Score -4517486 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4517772.500000 Penalty: 3399.205811
	Iteration 16Q: 3 clusters Score -4517772 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4517962.500000 Penalty: 3399.205811
	Iteration 17Q: 3 clusters Score -4517962 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4518120.500000 Penalty: 3399.205811
	Iteration 18Q: 3 clusters Score -4518120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4518224.500000 Penalty: 3399.205811
	Iteration 19Q: 3 clusters Score -4518224 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -4518304.500000 Penalty: 3399.205811
	Iteration 20F: 3 clusters Score -4518304 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4518360.000000 Penalty: 3399.205811
	Iteration 21Q: 3 clusters Score -4518360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4518393.500000 Penalty: 3399.205811
	Iteration 22Q: 3 clusters Score -4518394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4518418.500000 Penalty: 3399.205811
	Iteration 23Q: 3 clusters Score -4518418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4518438.500000 Penalty: 3399.205811
	Iteration 24Q: 3 clusters Score -4518438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4518465.000000 Penalty: 3399.205811
	Iteration 25Q: 3 clusters Score -4518465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4518473.000000 Penalty: 3399.205811
	Iteration 26Q: 3 clusters Score -4518473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4518488.000000 Penalty: 3399.205811
	Iteration 27Q: 3 clusters Score -4518488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4518490.000000 Penalty: 3399.205811
	Iteration 28Q: 3 clusters Score -4518490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4518501.500000 Penalty: 3399.205811
	Iteration 29Q: 3 clusters Score -4518502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4518505.000000 Penalty: 3399.205811
	Iteration 30Q: 3 clusters Score -4518505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4518508.500000 Penalty: 3399.205811
	Iteration 31Q: 3 clusters Score -4518508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4518509.500000 Penalty: 3399.205811
	Iteration 32Q: 3 clusters Score -4518510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4518510.000000 Penalty: 3399.205811
	Iteration 33Q: 3 clusters Score -4518510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4518516.000000 Penalty: 3399.205811
	Iteration 34Q: 3 clusters Score -4518516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4518514.000000 Penalty: 3399.205811
	Iteration 35Q: 3 clusters Score -4518514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4518517.500000 Penalty: 3399.205811
	Iteration 36Q: 3 clusters Score -4518518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -4518515.500000 Penalty: 3399.205811
	Iteration 37Q: 3 clusters Score -4518516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4518516.000000 Penalty: 3399.205811
	Iteration 38Q: 3 clusters Score -4518516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4518517.000000 Penalty: 3399.205811
	Iteration 39Q: 3 clusters Score -4518517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4518516.000000 Penalty: 3399.205811
	Iteration 40F: 3 clusters Score -4518516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Entering Unmasked Estep 
Score: -3317751.500000 Penalty: 1649.982788
	Iteration 0F: 2 clusters Score -3317752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3300303.250000 Penalty: 3299.965576
	Iteration 0F: 3 clusters Score -3300303 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3306770.500000 Penalty: 3299.965576
	Iteration 1F: 3 clusters Score -3306770 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3307209.250000 Penalty: 3299.965576
	Iteration 2Q: 3 clusters Score -3307209 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3307782.750000 Penalty: 3299.965576
	Iteration 3F: 3 clusters Score -3307783 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3308653.000000 Penalty: 3299.965576
	Iteration 4F: 3 clusters Score -3308653 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3309945.000000 Penalty: 3299.965576
	Iteration 5F: 3 clusters Score -3309945 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3311618.250000 Penalty: 3299.965576
	Iteration 6F: 3 clusters Score -3311618 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3313301.250000 Penalty: 3299.965576
	Iteration 7F: 3 clusters Score -3313301 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3314490.750000 Penalty: 3299.965576
	Iteration 8F: 3 clusters Score -3314491 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3315210.500000 Penalty: 3299.965576
	Iteration 9Q: 3 clusters Score -3315210 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3315653.000000 Penalty: 3299.965576
	Iteration 10Q: 3 clusters Score -3315653 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3315865.750000 Penalty: 3299.965576
	Iteration 11Q: 3 clusters Score -3315866 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3315995.000000 Penalty: 3299.965576
	Iteration 12Q: 3 clusters Score -3315995 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3316084.500000 Penalty: 3299.965576
	Iteration 13Q: 3 clusters Score -3316084 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3316139.250000 Penalty: 3299.965576
	Iteration 14Q: 3 clusters Score -3316139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3316175.750000 Penalty: 3299.965576
	Iteration 15Q: 3 clusters Score -3316176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3316213.750000 Penalty: 3299.965576
	Iteration 16Q: 3 clusters Score -3316214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3316256.750000 Penalty: 3299.965576
	Iteration 17Q: 3 clusters Score -3316257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3316294.000000 Penalty: 3299.965576
	Iteration 18Q: 3 clusters Score -3316294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3316316.000000 Penalty: 3299.965576
	Iteration 19Q: 3 clusters Score -3316316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3316340.000000 Penalty: 3299.965576
	Iteration 20F: 3 clusters Score -3316340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3316361.250000 Penalty: 3299.965576
	Iteration 21Q: 3 clusters Score -3316361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3316376.250000 Penalty: 3299.965576
	Iteration 22Q: 3 clusters Score -3316376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3316388.250000 Penalty: 3299.965576
	Iteration 23Q: 3 clusters Score -3316388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3316393.750000 Penalty: 3299.965576
	Iteration 24Q: 3 clusters Score -3316394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3316398.500000 Penalty: 3299.965576
	Iteration 25Q: 3 clusters Score -3316398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3316399.750000 Penalty: 3299.965576
	Iteration 26Q: 3 clusters Score -3316400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3316408.000000 Penalty: 3299.965576
	Iteration 27Q: 3 clusters Score -3316408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3316412.750000 Penalty: 3299.965576
	Iteration 28Q: 3 clusters Score -3316413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3316423.000000 Penalty: 3299.965576
	Iteration 29Q: 3 clusters Score -3316423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3316428.750000 Penalty: 3299.965576
	Iteration 30Q: 3 clusters Score -3316429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3316433.500000 Penalty: 3299.965576
	Iteration 31Q: 3 clusters Score -3316434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3316437.250000 Penalty: 3299.965576
	Iteration 32Q: 3 clusters Score -3316437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3316436.250000 Penalty: 3299.965576
	Iteration 33Q: 3 clusters Score -3316436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3316436.000000 Penalty: 3299.965576
	Iteration 34Q: 3 clusters Score -3316436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3316435.750000 Penalty: 3299.965576
	Iteration 35Q: 3 clusters Score -3316436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3316437.500000 Penalty: 3299.965576
	Iteration 36Q: 3 clusters Score -3316438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3316442.250000 Penalty: 3299.965576
	Iteration 37Q: 3 clusters Score -3316442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3316441.250000 Penalty: 3299.965576
	Iteration 38Q: 3 clusters Score -3316441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3316444.500000 Penalty: 3299.965576
	Iteration 39Q: 3 clusters Score -3316444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3316446.500000 Penalty: 3299.965576
	Iteration 40F: 3 clusters Score -3316446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (105095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Entering Unmasked Estep 
Score: -13454503.000000 Penalty: 1878.925781
	Iteration 0F: 2 clusters Score -1.34545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -13386714.000000 Penalty: 3757.851562
	Iteration 0F: 3 clusters Score -1.338671e+07 nChanged 50462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -13416010.000000 Penalty: 3757.851562
	Iteration 1F: 3 clusters Score -1.341601e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -13417437.000000 Penalty: 3757.851562
	Iteration 2Q: 3 clusters Score -1.341744e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -13419515.000000 Penalty: 3757.851562
	Iteration 3Q: 3 clusters Score -1.341952e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -13422943.000000 Penalty: 3757.851562
	Iteration 4F: 3 clusters Score -1.342294e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76674 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -13428317.000000 Penalty: 3757.851562
	Iteration 5F: 3 clusters Score -1.342832e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -13435445.000000 Penalty: 3757.851562
	Iteration 6F: 3 clusters Score -1.343544e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -13443236.000000 Penalty: 3757.851562
	Iteration 7F: 3 clusters Score -1.344324e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -13448866.000000 Penalty: 3757.851562
	Iteration 8F: 3 clusters Score -1.344887e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102921 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -13451310.000000 Penalty: 3757.851562
	Iteration 9Q: 3 clusters Score -1.345131e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104216 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13452284.000000 Penalty: 3757.851562
	Iteration 10Q: 3 clusters Score -1.345228e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13452614.000000 Penalty: 3757.851562
	Iteration 11Q: 3 clusters Score -1.345261e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104831 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13452728.000000 Penalty: 3757.851562
	Iteration 12Q: 3 clusters Score -1.345273e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104882 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13452826.000000 Penalty: 3757.851562
	Iteration 13Q: 3 clusters Score -1.345283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13452867.000000 Penalty: 3757.851562
	Iteration 14Q: 3 clusters Score -1.345287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13452892.000000 Penalty: 3757.851562
	Iteration 15Q: 3 clusters Score -1.345289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13452899.000000 Penalty: 3757.851562
	Iteration 16Q: 3 clusters Score -1.34529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13452911.000000 Penalty: 3757.851562
	Iteration 17Q: 3 clusters Score -1.345291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13452917.000000 Penalty: 3757.851562
	Iteration 18Q: 3 clusters Score -1.345292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13452931.000000 Penalty: 3757.851562
	Iteration 19Q: 3 clusters Score -1.345293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13452930.000000 Penalty: 3757.851562
	Iteration 20F: 3 clusters Score -1.345293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13452940.000000 Penalty: 3757.851562
	Iteration 21Q: 3 clusters Score -1.345294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13452947.000000 Penalty: 3757.851562
	Iteration 22Q: 3 clusters Score -1.345295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104934 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13452943.000000 Penalty: 3757.851562
	Iteration 23Q: 3 clusters Score -1.345294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104934 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13452943.000000 Penalty: 3757.851562
	Iteration 24F: 3 clusters Score -1.345294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -178034.343750 Penalty: 1181.312744
	Iteration 0F: 2 clusters Score -178034.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176332.437500 Penalty: 2362.625488
	Iteration 0F: 3 clusters Score -176332.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -176661.656250 Penalty: 2362.625488
	Iteration 1F: 3 clusters Score -176661.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -176729.734375 Penalty: 2362.625488
	Iteration 2F: 3 clusters Score -176729.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -176771.343750 Penalty: 2362.625488
	Iteration 3Q: 3 clusters Score -176771.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -176793.187500 Penalty: 2362.625488
	Iteration 4Q: 3 clusters Score -176793.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -176803.796875 Penalty: 2362.625488
	Iteration 5Q: 3 clusters Score -176803.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -176812.796875 Penalty: 2362.625488
	Iteration 6Q: 3 clusters Score -176812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -176818.656250 Penalty: 2362.625488
	Iteration 7Q: 3 clusters Score -176818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -176824.218750 Penalty: 2362.625488
	Iteration 8Q: 3 clusters Score -176824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176830.046875 Penalty: 2362.625488
	Iteration 9Q: 3 clusters Score -176830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -176834.515625 Penalty: 2362.625488
	Iteration 10Q: 3 clusters Score -176834.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -176836.953125 Penalty: 2362.625488
	Iteration 11Q: 3 clusters Score -176837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -176840.921875 Penalty: 2362.625488
	Iteration 12Q: 3 clusters Score -176840.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -176843.609375 Penalty: 2362.625488
	Iteration 13Q: 3 clusters Score -176843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -176845.078125 Penalty: 2362.625488
	Iteration 14Q: 3 clusters Score -176845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -176846.109375 Penalty: 2362.625488
	Iteration 15Q: 3 clusters Score -176846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -176846.890625 Penalty: 2362.625488
	Iteration 16Q: 3 clusters Score -176846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -176847.328125 Penalty: 2362.625488
	Iteration 17Q: 3 clusters Score -176847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -176847.484375 Penalty: 2362.625488
	Iteration 18Q: 3 clusters Score -176847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -176847.484375 Penalty: 2362.625488
	Iteration 19F: 3 clusters Score -176847.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Entering Unmasked Estep 
Score: -14143937.000000 Penalty: 1885.305298
	Iteration 0F: 2 clusters Score -1.414394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -14079590.000000 Penalty: 3770.610596
	Iteration 0F: 3 clusters Score -1.407959e+07 nChanged 52336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -14110013.000000 Penalty: 3770.610596
	Iteration 1F: 3 clusters Score -1.411001e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -14111426.000000 Penalty: 3770.610596
	Iteration 2Q: 3 clusters Score -1.411143e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -14113770.000000 Penalty: 3770.610596
	Iteration 3Q: 3 clusters Score -1.411377e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -14117241.000000 Penalty: 3770.610596
	Iteration 4F: 3 clusters Score -1.411724e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -14120973.000000 Penalty: 3770.610596
	Iteration 5F: 3 clusters Score -1.412097e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -14124286.000000 Penalty: 3770.610596
	Iteration 6F: 3 clusters Score -1.412429e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
Score: -14126763.000000 Penalty: 3770.610596
	Iteration 7F: 3 clusters Score -1.412676e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -14128437.000000 Penalty: 3770.610596
	Iteration 8Q: 3 clusters Score -1.412844e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -14130068.000000 Penalty: 3770.610596
	Iteration 9Q: 3 clusters Score -1.413007e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -14131676.000000 Penalty: 3770.610596
	Iteration 10Q: 3 clusters Score -1.413168e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -14133368.000000 Penalty: 3770.610596
	Iteration 11Q: 3 clusters Score -1.413337e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -14134981.000000 Penalty: 3770.610596
	Iteration 12Q: 3 clusters Score -1.413498e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 90043 members 
Entering Unmasked Estep 
Score: -14136673.000000 Penalty: 3770.610596
	Iteration 13Q: 3 clusters Score -1.413667e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -14138124.000000 Penalty: 3770.610596
	Iteration 14Q: 3 clusters Score -1.413812e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -14139418.000000 Penalty: 3770.610596
	Iteration 15Q: 3 clusters Score -1.413942e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -14140617.000000 Penalty: 3770.610596
	Iteration 16Q: 3 clusters Score -1.414062e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 101739 members 
Entering Unmasked Estep 
Score: -14141897.000000 Penalty: 3770.610596
	Iteration 17Q: 3 clusters Score -1.41419e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -14142664.000000 Penalty: 3770.610596
	Iteration 18Q: 3 clusters Score -1.414266e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 104740 members 
Entering Unmasked Estep 
Score: -14143100.000000 Penalty: 3770.610596
	Iteration 19Q: 3 clusters Score -1.41431e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 105667 members 
Entering Unmasked Estep 
Score: -14143512.000000 Penalty: 3770.610596
	Iteration 20F: 3 clusters Score -1.414351e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -14143600.000000 Penalty: 3770.610596
	Iteration 21Q: 3 clusters Score -1.41436e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -14143599.000000 Penalty: 3770.610596
	Iteration 22Q: 3 clusters Score -1.41436e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 107018 members 
Entering Unmasked Estep 
Score: -14143645.000000 Penalty: 3770.610596
	Iteration 23Q: 3 clusters Score -1.414364e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -14143614.000000 Penalty: 3770.610596
	Iteration 24Q: 3 clusters Score -1.414361e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -14143594.000000 Penalty: 3770.610596
	Iteration 25Q: 3 clusters Score -1.414359e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -14143572.000000 Penalty: 3770.610596
	Iteration 26Q: 3 clusters Score -1.414357e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -14143574.000000 Penalty: 3770.610596
	Iteration 27Q: 3 clusters Score -1.414357e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -14143593.000000 Penalty: 3770.610596
	Iteration 28Q: 3 clusters Score -1.414359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 107606 members 
Entering Unmasked Estep 
Score: -14143598.000000 Penalty: 3770.610596
	Iteration 29Q: 3 clusters Score -1.41436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 107626 members 
Entering Unmasked Estep 
Score: -14143595.000000 Penalty: 3770.610596
	Iteration 30Q: 3 clusters Score -1.41436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -14143580.000000 Penalty: 3770.610596
	Iteration 31Q: 3 clusters Score -1.414358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 107653 members 
Entering Unmasked Estep 
Score: -14143568.000000 Penalty: 3770.610596
	Iteration 32Q: 3 clusters Score -1.414357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -14143562.000000 Penalty: 3770.610596
	Iteration 33Q: 3 clusters Score -1.414356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -14143555.000000 Penalty: 3770.610596
	Iteration 34Q: 3 clusters Score -1.414356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 107681 members 
Entering Unmasked Estep 
Score: -14143558.000000 Penalty: 3770.610596
	Iteration 35Q: 3 clusters Score -1.414356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -14143560.000000 Penalty: 3770.610596
	Iteration 36Q: 3 clusters Score -1.414356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -14143557.000000 Penalty: 3770.610596
	Iteration 37Q: 3 clusters Score -1.414356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 107694 members 
Entering Unmasked Estep 
Score: -14143550.000000 Penalty: 3770.610596
	Iteration 38Q: 3 clusters Score -1.414355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -14143546.000000 Penalty: 3770.610596
	Iteration 39Q: 3 clusters Score -1.414355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -14143547.000000 Penalty: 3770.610596
	Iteration 40F: 3 clusters Score -1.414355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -14143550.000000 Penalty: 3770.610596
	Iteration 41Q: 3 clusters Score -1.414355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 107705 members 
Entering Unmasked Estep 
Score: -14143549.000000 Penalty: 3770.610596
	Iteration 42Q: 3 clusters Score -1.414355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -14143543.000000 Penalty: 3770.610596
	Iteration 43Q: 3 clusters Score -1.414354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 107709 members 
Entering Unmasked Estep 
Score: -14143550.000000 Penalty: 3770.610596
	Iteration 44Q: 3 clusters Score -1.414355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -14143552.000000 Penalty: 3770.610596
	Iteration 45Q: 3 clusters Score -1.414355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -14143562.000000 Penalty: 3770.610596
	Iteration 46Q: 3 clusters Score -1.414356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 107718 members 
Entering Unmasked Estep 
Score: -14143558.000000 Penalty: 3770.610596
	Iteration 47Q: 3 clusters Score -1.414356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 107718 members 
Entering Unmasked Estep 
Score: -14143558.000000 Penalty: 3770.610596
	Iteration 48F: 3 clusters Score -1.414356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -35788.050781 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -35788.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34868.261719 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -34868.26 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35144.574219 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -35144.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35293.425781 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -35293.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35392.558594 Penalty: 1961.531494
	Iteration 3F: 3 clusters Score -35392.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35493.527344 Penalty: 1961.531494
	Iteration 4F: 3 clusters Score -35493.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35584.171875 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -35584.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35632.265625 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -35632.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35659.480469 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -35659.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35669.007812 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -35669.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35679.117188 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -35679.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35683.023438 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -35683.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35684.179688 Penalty: 1961.531494
	Iteration 11Q: 3 clusters Score -35684.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35684.179688 Penalty: 1961.531494
	Iteration 12F: 3 clusters Score -35684.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Entering Unmasked Estep 
Score: -13708278.000000 Penalty: 1883.005615
	Iteration 0F: 2 clusters Score -1.370828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -13637376.000000 Penalty: 3766.011230
	Iteration 0F: 3 clusters Score -1.363738e+07 nChanged 51616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -13668216.000000 Penalty: 3766.011230
	Iteration 1F: 3 clusters Score -1.366822e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -13669720.000000 Penalty: 3766.011230
	Iteration 2Q: 3 clusters Score -1.366972e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -13671444.000000 Penalty: 3766.011230
	Iteration 3Q: 3 clusters Score -1.367144e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -13674064.000000 Penalty: 3766.011230
	Iteration 4Q: 3 clusters Score -1.367406e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -13677563.000000 Penalty: 3766.011230
	Iteration 5F: 3 clusters Score -1.367756e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -13681734.000000 Penalty: 3766.011230
	Iteration 6F: 3 clusters Score -1.368173e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -13686522.000000 Penalty: 3766.011230
	Iteration 7F: 3 clusters Score -1.368652e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -13690579.000000 Penalty: 3766.011230
	Iteration 8F: 3 clusters Score -1.369058e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -13692813.000000 Penalty: 3766.011230
	Iteration 9Q: 3 clusters Score -1.369281e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -13693897.000000 Penalty: 3766.011230
	Iteration 10Q: 3 clusters Score -1.36939e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -13694392.000000 Penalty: 3766.011230
	Iteration 11Q: 3 clusters Score -1.369439e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -13694721.000000 Penalty: 3766.011230
	Iteration 12Q: 3 clusters Score -1.369472e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -13694971.000000 Penalty: 3766.011230
	Iteration 13Q: 3 clusters Score -1.369497e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -13695211.000000 Penalty: 3766.011230
	Iteration 14Q: 3 clusters Score -1.369521e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -13695438.000000 Penalty: 3766.011230
	Iteration 15Q: 3 clusters Score -1.369544e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -13695707.000000 Penalty: 3766.011230
	Iteration 16Q: 3 clusters Score -1.369571e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -13695974.000000 Penalty: 3766.011230
	Iteration 17Q: 3 clusters Score -1.369597e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -13696195.000000 Penalty: 3766.011230
	Iteration 18Q: 3 clusters Score -1.36962e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -13696354.000000 Penalty: 3766.011230
	Iteration 19Q: 3 clusters Score -1.369635e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 76772 members 
Entering Unmasked Estep 
Score: -13696640.000000 Penalty: 3766.011230
	Iteration 20F: 3 clusters Score -1.369664e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -13696891.000000 Penalty: 3766.011230
	Iteration 21Q: 3 clusters Score -1.369689e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -13697096.000000 Penalty: 3766.011230
	Iteration 22Q: 3 clusters Score -1.36971e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -13697398.000000 Penalty: 3766.011230
	Iteration 23Q: 3 clusters Score -1.36974e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -13697676.000000 Penalty: 3766.011230
	Iteration 24Q: 3 clusters Score -1.369768e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -13698040.000000 Penalty: 3766.011230
	Iteration 25Q: 3 clusters Score -1.369804e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -13698312.000000 Penalty: 3766.011230
	Iteration 26Q: 3 clusters Score -1.369831e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -13698545.000000 Penalty: 3766.011230
	Iteration 27Q: 3 clusters Score -1.369854e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -13698810.000000 Penalty: 3766.011230
	Iteration 28Q: 3 clusters Score -1.369881e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -13699104.000000 Penalty: 3766.011230
	Iteration 29Q: 3 clusters Score -1.36991e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -13699474.000000 Penalty: 3766.011230
	Iteration 30Q: 3 clusters Score -1.369947e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 89214 members 
Entering Unmasked Estep 
Score: -13699924.000000 Penalty: 3766.011230
	Iteration 31Q: 3 clusters Score -1.369992e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -13700329.000000 Penalty: 3766.011230
	Iteration 32Q: 3 clusters Score -1.370033e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -13700800.000000 Penalty: 3766.011230
	Iteration 33Q: 3 clusters Score -1.37008e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -13701187.000000 Penalty: 3766.011230
	Iteration 34Q: 3 clusters Score -1.370119e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -13701641.000000 Penalty: 3766.011230
	Iteration 35Q: 3 clusters Score -1.370164e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -13702045.000000 Penalty: 3766.011230
	Iteration 36Q: 3 clusters Score -1.370204e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 96963 members 
Entering Unmasked Estep 
Score: -13702478.000000 Penalty: 3766.011230
	Iteration 37Q: 3 clusters Score -1.370248e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -13702874.000000 Penalty: 3766.011230
	Iteration 38Q: 3 clusters Score -1.370287e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 99162 members 
Entering Unmasked Estep 
Score: -13703271.000000 Penalty: 3766.011230
	Iteration 39Q: 3 clusters Score -1.370327e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -13703643.000000 Penalty: 3766.011230
	Iteration 40F: 3 clusters Score -1.370364e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 101028 members 
Entering Unmasked Estep 
Score: -13704054.000000 Penalty: 3766.011230
	Iteration 41Q: 3 clusters Score -1.370405e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -13704449.000000 Penalty: 3766.011230
	Iteration 42Q: 3 clusters Score -1.370445e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 102632 members 
Entering Unmasked Estep 
Score: -13704763.000000 Penalty: 3766.011230
	Iteration 43Q: 3 clusters Score -1.370476e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -13705043.000000 Penalty: 3766.011230
	Iteration 44Q: 3 clusters Score -1.370504e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 103894 members 
Entering Unmasked Estep 
Score: -13705336.000000 Penalty: 3766.011230
	Iteration 45Q: 3 clusters Score -1.370534e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -13705538.000000 Penalty: 3766.011230
	Iteration 46Q: 3 clusters Score -1.370554e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -13705769.000000 Penalty: 3766.011230
	Iteration 47Q: 3 clusters Score -1.370577e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -13705921.000000 Penalty: 3766.011230
	Iteration 48Q: 3 clusters Score -1.370592e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -13706057.000000 Penalty: 3766.011230
	Iteration 49Q: 3 clusters Score -1.370606e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -13706115.000000 Penalty: 3766.011230
	Iteration 50Q: 3 clusters Score -1.370612e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 105853 members 
Entering Unmasked Estep 
Score: -13706239.000000 Penalty: 3766.011230
	Iteration 51Q: 3 clusters Score -1.370624e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -13706303.000000 Penalty: 3766.011230
	Iteration 52Q: 3 clusters Score -1.37063e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -13706347.000000 Penalty: 3766.011230
	Iteration 53Q: 3 clusters Score -1.370635e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -13706398.000000 Penalty: 3766.011230
	Iteration 54Q: 3 clusters Score -1.37064e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -13706413.000000 Penalty: 3766.011230
	Iteration 55Q: 3 clusters Score -1.370641e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
Score: -13706441.000000 Penalty: 3766.011230
	Iteration 56Q: 3 clusters Score -1.370644e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -13706470.000000 Penalty: 3766.011230
	Iteration 57Q: 3 clusters Score -1.370647e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -13706479.000000 Penalty: 3766.011230
	Iteration 58Q: 3 clusters Score -1.370648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -13706508.000000 Penalty: 3766.011230
	Iteration 59Q: 3 clusters Score -1.370651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 106456 members 
Entering Unmasked Estep 
Score: -13706542.000000 Penalty: 3766.011230
	Iteration 60F: 3 clusters Score -1.370654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -13706548.000000 Penalty: 3766.011230
	Iteration 61Q: 3 clusters Score -1.370655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
Score: -13706554.000000 Penalty: 3766.011230
	Iteration 62Q: 3 clusters Score -1.370655e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -13706587.000000 Penalty: 3766.011230
	Iteration 63Q: 3 clusters Score -1.370659e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -13706589.000000 Penalty: 3766.011230
	Iteration 64Q: 3 clusters Score -1.370659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 106572 members 
Entering Unmasked Estep 
Score: -13706591.000000 Penalty: 3766.011230
	Iteration 65Q: 3 clusters Score -1.370659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -13706612.000000 Penalty: 3766.011230
	Iteration 66Q: 3 clusters Score -1.370661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -13706618.000000 Penalty: 3766.011230
	Iteration 67Q: 3 clusters Score -1.370662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 106621 members 
Entering Unmasked Estep 
Score: -13706624.000000 Penalty: 3766.011230
	Iteration 68Q: 3 clusters Score -1.370662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -13706628.000000 Penalty: 3766.011230
	Iteration 69Q: 3 clusters Score -1.370663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -13706630.000000 Penalty: 3766.011230
	Iteration 70Q: 3 clusters Score -1.370663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -13706641.000000 Penalty: 3766.011230
	Iteration 71Q: 3 clusters Score -1.370664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -13706639.000000 Penalty: 3766.011230
	Iteration 72Q: 3 clusters Score -1.370664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -13706641.000000 Penalty: 3766.011230
	Iteration 73Q: 3 clusters Score -1.370664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 106672 members 
Entering Unmasked Estep 
Score: -13706641.000000 Penalty: 3766.011230
	Iteration 74Q: 3 clusters Score -1.370664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -13706646.000000 Penalty: 3766.011230
	Iteration 75Q: 3 clusters Score -1.370665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 106684 members 
Entering Unmasked Estep 
Score: -13706640.000000 Penalty: 3766.011230
	Iteration 76Q: 3 clusters Score -1.370664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 106696 members 
Entering Unmasked Estep 
Score: -13706656.000000 Penalty: 3766.011230
	Iteration 77Q: 3 clusters Score -1.370666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -13706663.000000 Penalty: 3766.011230
	Iteration 78Q: 3 clusters Score -1.370666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -13706652.000000 Penalty: 3766.011230
	Iteration 79Q: 3 clusters Score -1.370665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -13706655.000000 Penalty: 3766.011230
	Iteration 80F: 3 clusters Score -1.370666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -13706654.000000 Penalty: 3766.011230
	Iteration 81Q: 3 clusters Score -1.370665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -13706653.000000 Penalty: 3766.011230
	Iteration 82Q: 3 clusters Score -1.370665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -13706658.000000 Penalty: 3766.011230
	Iteration 83Q: 3 clusters Score -1.370666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -13706658.000000 Penalty: 3766.011230
	Iteration 84Q: 3 clusters Score -1.370666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -13706652.000000 Penalty: 3766.011230
	Iteration 85Q: 3 clusters Score -1.370665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -13706647.000000 Penalty: 3766.011230
	Iteration 86Q: 3 clusters Score -1.370665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 106748 members 
Entering Unmasked Estep 
Score: -13706652.000000 Penalty: 3766.011230
	Iteration 87Q: 3 clusters Score -1.370665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -13706647.000000 Penalty: 3766.011230
	Iteration 88Q: 3 clusters Score -1.370665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 106760 members 
Entering Unmasked Estep 
Score: -13706648.000000 Penalty: 3766.011230
	Iteration 89Q: 3 clusters Score -1.370665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 106763 members 
Entering Unmasked Estep 
Score: -13706645.000000 Penalty: 3766.011230
	Iteration 90Q: 3 clusters Score -1.370664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 106767 members 
Entering Unmasked Estep 
Score: -13706657.000000 Penalty: 3766.011230
	Iteration 91Q: 3 clusters Score -1.370666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -13706656.000000 Penalty: 3766.011230
	Iteration 92Q: 3 clusters Score -1.370666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -13706674.000000 Penalty: 3766.011230
	Iteration 93Q: 3 clusters Score -1.370667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13706680.000000 Penalty: 3766.011230
	Iteration 94Q: 3 clusters Score -1.370668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -13706681.000000 Penalty: 3766.011230
	Iteration 95Q: 3 clusters Score -1.370668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -13706686.000000 Penalty: 3766.011230
	Iteration 96Q: 3 clusters Score -1.370669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -13706688.000000 Penalty: 3766.011230
	Iteration 97Q: 3 clusters Score -1.370669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -13706692.000000 Penalty: 3766.011230
	Iteration 98Q: 3 clusters Score -1.370669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 106803 members 
Entering Unmasked Estep 
Score: -13706682.000000 Penalty: 3766.011230
	Iteration 99Q: 3 clusters Score -1.370668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -13706688.000000 Penalty: 3766.011230
	Iteration 100F: 3 clusters Score -1.370669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -13706687.000000 Penalty: 3766.011230
	Iteration 101Q: 3 clusters Score -1.370669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -13706693.000000 Penalty: 3766.011230
	Iteration 102Q: 3 clusters Score -1.370669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -13706693.000000 Penalty: 3766.011230
	Iteration 103Q: 3 clusters Score -1.370669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 106808 members 
Entering Unmasked Estep 
Score: -13706694.000000 Penalty: 3766.011230
	Iteration 104Q: 3 clusters Score -1.370669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 106808 members 
Entering Unmasked Estep 
Score: -13706694.000000 Penalty: 3766.011230
	Iteration 105F: 3 clusters Score -1.370669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -55709.171875 Penalty: 1013.727783
	Iteration 0F: 2 clusters Score -55709.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54788.460938 Penalty: 2027.455566
	Iteration 0F: 3 clusters Score -54788.46 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55188.589844 Penalty: 2027.455566
	Iteration 1F: 3 clusters Score -55188.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55359.382812 Penalty: 2027.455566
	Iteration 2F: 3 clusters Score -55359.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55455.089844 Penalty: 2027.455566
	Iteration 3F: 3 clusters Score -55455.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55545.804688 Penalty: 2027.455566
	Iteration 4F: 3 clusters Score -55545.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55603.644531 Penalty: 2027.455566
	Iteration 5Q: 3 clusters Score -55603.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55674.316406 Penalty: 2027.455566
	Iteration 6F: 3 clusters Score -55674.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55722.167969 Penalty: 2027.455566
	Iteration 7Q: 3 clusters Score -55722.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55737.378906 Penalty: 2027.455566
	Iteration 8Q: 3 clusters Score -55737.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55750.894531 Penalty: 2027.455566
	Iteration 9Q: 3 clusters Score -55750.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55750.894531 Penalty: 2027.455566
	Iteration 10F: 3 clusters Score -55750.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34860 members 
Mstep: Class 3 contains 25687 members 
Mstep: Class 4 contains 105095 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109303 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107767 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 22722 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25735 members 
Mstep: Class 15 contains 88997 members 
Mstep: Class 16 contains 46712 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 223 members 
Mstep: Class 19 contains 2120 members 
Entering Unmasked Estep 
Score: -72807912.000000 Penalty: 40969.332031
Splitting cluster 9 changes total score from -72809120.000000 to -72807912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (22722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Entering Unmasked Estep 
Score: -2856271.000000 Penalty: 1630.051880
	Iteration 0F: 2 clusters Score -2856271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2840851.500000 Penalty: 3260.103760
	Iteration 0F: 3 clusters Score -2840852 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2846586.500000 Penalty: 3260.103760
	Iteration 1F: 3 clusters Score -2846586 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2847001.500000 Penalty: 3260.103760
	Iteration 2Q: 3 clusters Score -2847002 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2847466.000000 Penalty: 3260.103760
	Iteration 3Q: 3 clusters Score -2847466 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2847887.250000 Penalty: 3260.103760
	Iteration 4Q: 3 clusters Score -2847887 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2848253.000000 Penalty: 3260.103760
	Iteration 5Q: 3 clusters Score -2848253 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2848664.250000 Penalty: 3260.103760
	Iteration 6Q: 3 clusters Score -2848664 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2849092.000000 Penalty: 3260.103760
	Iteration 7Q: 3 clusters Score -2849092 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2849573.500000 Penalty: 3260.103760
	Iteration 8Q: 3 clusters Score -2849574 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2850126.500000 Penalty: 3260.103760
	Iteration 9Q: 3 clusters Score -2850126 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2850632.750000 Penalty: 3260.103760
	Iteration 10Q: 3 clusters Score -2850633 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2851013.500000 Penalty: 3260.103760
	Iteration 11Q: 3 clusters Score -2851014 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2851236.500000 Penalty: 3260.103760
	Iteration 12Q: 3 clusters Score -2851236 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2851369.000000 Penalty: 3260.103760
	Iteration 13Q: 3 clusters Score -2851369 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2851416.500000 Penalty: 3260.103760
	Iteration 14Q: 3 clusters Score -2851416 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2851451.750000 Penalty: 3260.103760
	Iteration 15Q: 3 clusters Score -2851452 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2851473.500000 Penalty: 3260.103760
	Iteration 16Q: 3 clusters Score -2851474 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2851481.250000 Penalty: 3260.103760
	Iteration 17Q: 3 clusters Score -2851481 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2851490.000000 Penalty: 3260.103760
	Iteration 18Q: 3 clusters Score -2851490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2851498.500000 Penalty: 3260.103760
	Iteration 19Q: 3 clusters Score -2851498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2851512.000000 Penalty: 3260.103760
	Iteration 20F: 3 clusters Score -2851512 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2851526.000000 Penalty: 3260.103760
	Iteration 21Q: 3 clusters Score -2851526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2851535.000000 Penalty: 3260.103760
	Iteration 22Q: 3 clusters Score -2851535 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2851539.250000 Penalty: 3260.103760
	Iteration 23Q: 3 clusters Score -2851539 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2851545.000000 Penalty: 3260.103760
	Iteration 24Q: 3 clusters Score -2851545 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2851550.500000 Penalty: 3260.103760
	Iteration 25Q: 3 clusters Score -2851550 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2851558.250000 Penalty: 3260.103760
	Iteration 26Q: 3 clusters Score -2851558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2851565.250000 Penalty: 3260.103760
	Iteration 27Q: 3 clusters Score -2851565 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2851572.250000 Penalty: 3260.103760
	Iteration 28Q: 3 clusters Score -2851572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2851570.250000 Penalty: 3260.103760
	Iteration 29Q: 3 clusters Score -2851570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2851575.500000 Penalty: 3260.103760
	Iteration 30Q: 3 clusters Score -2851576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2851587.750000 Penalty: 3260.103760
	Iteration 31Q: 3 clusters Score -2851588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2851593.250000 Penalty: 3260.103760
	Iteration 32Q: 3 clusters Score -2851593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2851601.250000 Penalty: 3260.103760
	Iteration 33Q: 3 clusters Score -2851601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2851605.250000 Penalty: 3260.103760
	Iteration 34Q: 3 clusters Score -2851605 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2851611.750000 Penalty: 3260.103760
	Iteration 35Q: 3 clusters Score -2851612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2851609.000000 Penalty: 3260.103760
	Iteration 36Q: 3 clusters Score -2851609 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2851625.750000 Penalty: 3260.103760
	Iteration 37Q: 3 clusters Score -2851626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2851636.500000 Penalty: 3260.103760
	Iteration 38Q: 3 clusters Score -2851636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2851644.000000 Penalty: 3260.103760
	Iteration 39Q: 3 clusters Score -2851644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2851646.750000 Penalty: 3260.103760
	Iteration 40F: 3 clusters Score -2851647 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2851657.750000 Penalty: 3260.103760
	Iteration 41Q: 3 clusters Score -2851658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2851670.000000 Penalty: 3260.103760
	Iteration 42Q: 3 clusters Score -2851670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2851669.750000 Penalty: 3260.103760
	Iteration 43Q: 3 clusters Score -2851670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2851672.750000 Penalty: 3260.103760
	Iteration 44Q: 3 clusters Score -2851673 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2851679.500000 Penalty: 3260.103760
	Iteration 45Q: 3 clusters Score -2851680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2851698.250000 Penalty: 3260.103760
	Iteration 46Q: 3 clusters Score -2851698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2851707.500000 Penalty: 3260.103760
	Iteration 47Q: 3 clusters Score -2851708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2851710.750000 Penalty: 3260.103760
	Iteration 48Q: 3 clusters Score -2851711 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2851725.250000 Penalty: 3260.103760
	Iteration 49Q: 3 clusters Score -2851725 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2851744.750000 Penalty: 3260.103760
	Iteration 50Q: 3 clusters Score -2851745 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2851767.000000 Penalty: 3260.103760
	Iteration 51Q: 3 clusters Score -2851767 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2851786.750000 Penalty: 3260.103760
	Iteration 52Q: 3 clusters Score -2851787 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2851819.750000 Penalty: 3260.103760
	Iteration 53Q: 3 clusters Score -2851820 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2851860.750000 Penalty: 3260.103760
	Iteration 54Q: 3 clusters Score -2851861 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2851892.000000 Penalty: 3260.103760
	Iteration 55Q: 3 clusters Score -2851892 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2851936.000000 Penalty: 3260.103760
	Iteration 56Q: 3 clusters Score -2851936 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2851974.250000 Penalty: 3260.103760
	Iteration 57Q: 3 clusters Score -2851974 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2852035.250000 Penalty: 3260.103760
	Iteration 58Q: 3 clusters Score -2852035 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2852096.000000 Penalty: 3260.103760
	Iteration 59Q: 3 clusters Score -2852096 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2852158.750000 Penalty: 3260.103760
	Iteration 60F: 3 clusters Score -2852159 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2852225.750000 Penalty: 3260.103760
	Iteration 61Q: 3 clusters Score -2852226 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2852313.250000 Penalty: 3260.103760
	Iteration 62Q: 3 clusters Score -2852313 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2852420.000000 Penalty: 3260.103760
	Iteration 63Q: 3 clusters Score -2852420 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2852551.000000 Penalty: 3260.103760
	Iteration 64Q: 3 clusters Score -2852551 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2852720.750000 Penalty: 3260.103760
	Iteration 65Q: 3 clusters Score -2852721 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2852901.000000 Penalty: 3260.103760
	Iteration 66Q: 3 clusters Score -2852901 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2853094.750000 Penalty: 3260.103760
	Iteration 67Q: 3 clusters Score -2853095 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2853323.250000 Penalty: 3260.103760
	Iteration 68Q: 3 clusters Score -2853323 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2853585.000000 Penalty: 3260.103760
	Iteration 69Q: 3 clusters Score -2853585 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2853918.000000 Penalty: 3260.103760
	Iteration 70Q: 3 clusters Score -2853918 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2854205.750000 Penalty: 3260.103760
	Iteration 71Q: 3 clusters Score -2854206 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2854413.500000 Penalty: 3260.103760
	Iteration 72Q: 3 clusters Score -2854414 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2854556.000000 Penalty: 3260.103760
	Iteration 73Q: 3 clusters Score -2854556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2854659.250000 Penalty: 3260.103760
	Iteration 74Q: 3 clusters Score -2854659 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2854714.000000 Penalty: 3260.103760
	Iteration 75Q: 3 clusters Score -2854714 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2854748.500000 Penalty: 3260.103760
	Iteration 76Q: 3 clusters Score -2854748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2854774.500000 Penalty: 3260.103760
	Iteration 77Q: 3 clusters Score -2854774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2854791.500000 Penalty: 3260.103760
	Iteration 78Q: 3 clusters Score -2854792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2854800.750000 Penalty: 3260.103760
	Iteration 79Q: 3 clusters Score -2854801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2854825.000000 Penalty: 3260.103760
	Iteration 80F: 3 clusters Score -2854825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2854834.750000 Penalty: 3260.103760
	Iteration 81Q: 3 clusters Score -2854835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2854843.000000 Penalty: 3260.103760
	Iteration 82Q: 3 clusters Score -2854843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2854851.500000 Penalty: 3260.103760
	Iteration 83Q: 3 clusters Score -2854852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2854856.250000 Penalty: 3260.103760
	Iteration 84Q: 3 clusters Score -2854856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2854855.000000 Penalty: 3260.103760
	Iteration 85Q: 3 clusters Score -2854855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2854855.500000 Penalty: 3260.103760
	Iteration 86Q: 3 clusters Score -2854856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2854858.000000 Penalty: 3260.103760
	Iteration 87Q: 3 clusters Score -2854858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2854861.250000 Penalty: 3260.103760
	Iteration 88Q: 3 clusters Score -2854861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2854869.000000 Penalty: 3260.103760
	Iteration 89Q: 3 clusters Score -2854869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2854862.500000 Penalty: 3260.103760
	Iteration 90Q: 3 clusters Score -2854862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2854865.250000 Penalty: 3260.103760
	Iteration 91Q: 3 clusters Score -2854865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2854874.750000 Penalty: 3260.103760
	Iteration 92Q: 3 clusters Score -2854875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2854876.000000 Penalty: 3260.103760
	Iteration 93Q: 3 clusters Score -2854876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2854875.750000 Penalty: 3260.103760
	Iteration 94Q: 3 clusters Score -2854876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2854878.000000 Penalty: 3260.103760
	Iteration 95Q: 3 clusters Score -2854878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2854878.000000 Penalty: 3260.103760
	Iteration 96F: 3 clusters Score -2854878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -442219.250000 Penalty: 1330.255249
	Iteration 0F: 2 clusters Score -442219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -439124.687500 Penalty: 2660.510498
	Iteration 0F: 3 clusters Score -439124.7 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -439882.343750 Penalty: 2660.510498
	Iteration 1F: 3 clusters Score -439882.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -440040.375000 Penalty: 2660.510498
	Iteration 2F: 3 clusters Score -440040.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -440210.906250 Penalty: 2660.510498
	Iteration 3F: 3 clusters Score -440210.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -440442.625000 Penalty: 2660.510498
	Iteration 4F: 3 clusters Score -440442.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -440733.687500 Penalty: 2660.510498
	Iteration 5F: 3 clusters Score -440733.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -440969.937500 Penalty: 2660.510498
	Iteration 6F: 3 clusters Score -440969.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -441173.093750 Penalty: 2660.510498
	Iteration 7F: 3 clusters Score -441173.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -441319.812500 Penalty: 2660.510498
	Iteration 8F: 3 clusters Score -441319.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -441436.687500 Penalty: 2660.510498
	Iteration 9Q: 3 clusters Score -441436.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -441526.531250 Penalty: 2660.510498
	Iteration 10Q: 3 clusters Score -441526.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -441584.062500 Penalty: 2660.510498
	Iteration 11Q: 3 clusters Score -441584.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -441619.718750 Penalty: 2660.510498
	Iteration 12Q: 3 clusters Score -441619.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -441640.531250 Penalty: 2660.510498
	Iteration 13Q: 3 clusters Score -441640.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -441652.750000 Penalty: 2660.510498
	Iteration 14Q: 3 clusters Score -441652.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -441661.562500 Penalty: 2660.510498
	Iteration 15Q: 3 clusters Score -441661.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -441664.093750 Penalty: 2660.510498
	Iteration 16Q: 3 clusters Score -441664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -441665.250000 Penalty: 2660.510498
	Iteration 17Q: 3 clusters Score -441665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -441666.031250 Penalty: 2660.510498
	Iteration 18Q: 3 clusters Score -441666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -441666.750000 Penalty: 2660.510498
	Iteration 19Q: 3 clusters Score -441666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -441666.937500 Penalty: 2660.510498
	Iteration 20F: 3 clusters Score -441666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -441667.125000 Penalty: 2660.510498
	Iteration 21Q: 3 clusters Score -441667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -441667.875000 Penalty: 2660.510498
	Iteration 22Q: 3 clusters Score -441667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -441670.031250 Penalty: 2660.510498
	Iteration 23Q: 3 clusters Score -441670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -441673.062500 Penalty: 2660.510498
	Iteration 24Q: 3 clusters Score -441673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -441675.812500 Penalty: 2660.510498
	Iteration 25Q: 3 clusters Score -441675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -441677.812500 Penalty: 2660.510498
	Iteration 26Q: 3 clusters Score -441677.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -441682.468750 Penalty: 2660.510498
	Iteration 27Q: 3 clusters Score -441682.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -441684.406250 Penalty: 2660.510498
	Iteration 28Q: 3 clusters Score -441684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -441688.156250 Penalty: 2660.510498
	Iteration 29Q: 3 clusters Score -441688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -441690.562500 Penalty: 2660.510498
	Iteration 30Q: 3 clusters Score -441690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -441694.593750 Penalty: 2660.510498
	Iteration 31Q: 3 clusters Score -441694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -441695.906250 Penalty: 2660.510498
	Iteration 32Q: 3 clusters Score -441695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -441697.937500 Penalty: 2660.510498
	Iteration 33Q: 3 clusters Score -441697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -441698.062500 Penalty: 2660.510498
	Iteration 34Q: 3 clusters Score -441698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -441699.156250 Penalty: 2660.510498
	Iteration 35Q: 3 clusters Score -441699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -441699.156250 Penalty: 2660.510498
	Iteration 36F: 3 clusters Score -441699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -8771.176758 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -8771.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8142.187012 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -8142.187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8391.033203 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -8391.033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8471.292969 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -8471.293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8478.852539 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -8478.853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8485.788086 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -8485.788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8490.206055 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -8490.206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8490.206055 Penalty: 1824.266602
	Iteration 6F: 3 clusters Score -8490.206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19167.984375 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19167.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18418.226562 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -18418.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18636.011719 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -18636.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18731.035156 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -18731.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18846.289062 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -18846.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18888.865234 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -18888.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18897.914062 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -18897.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18900.218750 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -18900.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18900.218750 Penalty: 1852.644165
	Iteration 7F: 3 clusters Score -18900.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Entering Unmasked Estep 
Score: -3284054.500000 Penalty: 1650.286133
	Iteration 0F: 2 clusters Score -3284054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3266744.750000 Penalty: 3300.572266
	Iteration 0F: 3 clusters Score -3266745 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3273429.500000 Penalty: 3300.572266
	Iteration 1F: 3 clusters Score -3273430 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3273844.250000 Penalty: 3300.572266
	Iteration 2Q: 3 clusters Score -3273844 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3274280.750000 Penalty: 3300.572266
	Iteration 3Q: 3 clusters Score -3274281 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3274745.750000 Penalty: 3300.572266
	Iteration 4Q: 3 clusters Score -3274746 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3275345.000000 Penalty: 3300.572266
	Iteration 5Q: 3 clusters Score -3275345 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3276143.500000 Penalty: 3300.572266
	Iteration 6F: 3 clusters Score -3276144 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3277082.000000 Penalty: 3300.572266
	Iteration 7F: 3 clusters Score -3277082 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3278100.750000 Penalty: 3300.572266
	Iteration 8F: 3 clusters Score -3278101 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3278901.250000 Penalty: 3300.572266
	Iteration 9Q: 3 clusters Score -3278901 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3279303.500000 Penalty: 3300.572266
	Iteration 10Q: 3 clusters Score -3279304 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3279513.750000 Penalty: 3300.572266
	Iteration 11Q: 3 clusters Score -3279514 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3279606.000000 Penalty: 3300.572266
	Iteration 12Q: 3 clusters Score -3279606 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3279673.000000 Penalty: 3300.572266
	Iteration 13Q: 3 clusters Score -3279673 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3279740.500000 Penalty: 3300.572266
	Iteration 14Q: 3 clusters Score -3279740 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3279791.000000 Penalty: 3300.572266
	Iteration 15Q: 3 clusters Score -3279791 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3279820.500000 Penalty: 3300.572266
	Iteration 16Q: 3 clusters Score -3279820 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3279855.000000 Penalty: 3300.572266
	Iteration 17Q: 3 clusters Score -3279855 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3279894.750000 Penalty: 3300.572266
	Iteration 18Q: 3 clusters Score -3279895 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3279928.000000 Penalty: 3300.572266
	Iteration 19Q: 3 clusters Score -3279928 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3279965.750000 Penalty: 3300.572266
	Iteration 20F: 3 clusters Score -3279966 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3279983.750000 Penalty: 3300.572266
	Iteration 21Q: 3 clusters Score -3279984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3280016.500000 Penalty: 3300.572266
	Iteration 22Q: 3 clusters Score -3280016 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3280043.500000 Penalty: 3300.572266
	Iteration 23Q: 3 clusters Score -3280044 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3280074.000000 Penalty: 3300.572266
	Iteration 24Q: 3 clusters Score -3280074 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3280089.750000 Penalty: 3300.572266
	Iteration 25Q: 3 clusters Score -3280090 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3280109.500000 Penalty: 3300.572266
	Iteration 26Q: 3 clusters Score -3280110 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3280130.750000 Penalty: 3300.572266
	Iteration 27Q: 3 clusters Score -3280131 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3280157.250000 Penalty: 3300.572266
	Iteration 28Q: 3 clusters Score -3280157 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3280188.250000 Penalty: 3300.572266
	Iteration 29Q: 3 clusters Score -3280188 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3280193.500000 Penalty: 3300.572266
	Iteration 30Q: 3 clusters Score -3280194 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3280221.250000 Penalty: 3300.572266
	Iteration 31Q: 3 clusters Score -3280221 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3280239.250000 Penalty: 3300.572266
	Iteration 32Q: 3 clusters Score -3280239 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3280249.500000 Penalty: 3300.572266
	Iteration 33Q: 3 clusters Score -3280250 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3280275.250000 Penalty: 3300.572266
	Iteration 34Q: 3 clusters Score -3280275 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3280286.500000 Penalty: 3300.572266
	Iteration 35Q: 3 clusters Score -3280286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3280308.500000 Penalty: 3300.572266
	Iteration 36Q: 3 clusters Score -3280308 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3280336.750000 Penalty: 3300.572266
	Iteration 37Q: 3 clusters Score -3280337 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3280363.500000 Penalty: 3300.572266
	Iteration 38Q: 3 clusters Score -3280364 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3280385.250000 Penalty: 3300.572266
	Iteration 39Q: 3 clusters Score -3280385 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3280428.500000 Penalty: 3300.572266
	Iteration 40F: 3 clusters Score -3280428 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3280452.250000 Penalty: 3300.572266
	Iteration 41Q: 3 clusters Score -3280452 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3280489.750000 Penalty: 3300.572266
	Iteration 42Q: 3 clusters Score -3280490 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3280524.000000 Penalty: 3300.572266
	Iteration 43Q: 3 clusters Score -3280524 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3280582.750000 Penalty: 3300.572266
	Iteration 44Q: 3 clusters Score -3280583 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3280616.750000 Penalty: 3300.572266
	Iteration 45Q: 3 clusters Score -3280617 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3280652.000000 Penalty: 3300.572266
	Iteration 46Q: 3 clusters Score -3280652 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3280675.000000 Penalty: 3300.572266
	Iteration 47Q: 3 clusters Score -3280675 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3280723.500000 Penalty: 3300.572266
	Iteration 48Q: 3 clusters Score -3280724 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3280777.750000 Penalty: 3300.572266
	Iteration 49Q: 3 clusters Score -3280778 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3280801.500000 Penalty: 3300.572266
	Iteration 50Q: 3 clusters Score -3280802 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3280812.750000 Penalty: 3300.572266
	Iteration 51Q: 3 clusters Score -3280813 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3280833.250000 Penalty: 3300.572266
	Iteration 52Q: 3 clusters Score -3280833 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3280849.500000 Penalty: 3300.572266
	Iteration 53Q: 3 clusters Score -3280850 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3280863.500000 Penalty: 3300.572266
	Iteration 54Q: 3 clusters Score -3280864 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3280891.000000 Penalty: 3300.572266
	Iteration 55Q: 3 clusters Score -3280891 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3280902.500000 Penalty: 3300.572266
	Iteration 56Q: 3 clusters Score -3280902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3280921.500000 Penalty: 3300.572266
	Iteration 57Q: 3 clusters Score -3280922 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3280941.500000 Penalty: 3300.572266
	Iteration 58Q: 3 clusters Score -3280942 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3280965.500000 Penalty: 3300.572266
	Iteration 59Q: 3 clusters Score -3280966 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3280993.750000 Penalty: 3300.572266
	Iteration 60F: 3 clusters Score -3280994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3281025.000000 Penalty: 3300.572266
	Iteration 61Q: 3 clusters Score -3281025 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3281043.250000 Penalty: 3300.572266
	Iteration 62Q: 3 clusters Score -3281043 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3281075.000000 Penalty: 3300.572266
	Iteration 63Q: 3 clusters Score -3281075 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3281100.500000 Penalty: 3300.572266
	Iteration 64Q: 3 clusters Score -3281100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3281123.000000 Penalty: 3300.572266
	Iteration 65Q: 3 clusters Score -3281123 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3281164.500000 Penalty: 3300.572266
	Iteration 66Q: 3 clusters Score -3281164 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3281202.000000 Penalty: 3300.572266
	Iteration 67Q: 3 clusters Score -3281202 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3281276.750000 Penalty: 3300.572266
	Iteration 68Q: 3 clusters Score -3281277 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3281345.500000 Penalty: 3300.572266
	Iteration 69Q: 3 clusters Score -3281346 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3281417.000000 Penalty: 3300.572266
	Iteration 70Q: 3 clusters Score -3281417 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3281477.500000 Penalty: 3300.572266
	Iteration 71Q: 3 clusters Score -3281478 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3281550.000000 Penalty: 3300.572266
	Iteration 72Q: 3 clusters Score -3281550 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3281604.750000 Penalty: 3300.572266
	Iteration 73Q: 3 clusters Score -3281605 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3281653.000000 Penalty: 3300.572266
	Iteration 74Q: 3 clusters Score -3281653 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3281715.750000 Penalty: 3300.572266
	Iteration 75Q: 3 clusters Score -3281716 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3281744.500000 Penalty: 3300.572266
	Iteration 76Q: 3 clusters Score -3281744 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3281798.750000 Penalty: 3300.572266
	Iteration 77Q: 3 clusters Score -3281799 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3281852.250000 Penalty: 3300.572266
	Iteration 78Q: 3 clusters Score -3281852 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3281901.250000 Penalty: 3300.572266
	Iteration 79Q: 3 clusters Score -3281901 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3281956.000000 Penalty: 3300.572266
	Iteration 80F: 3 clusters Score -3281956 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3282007.750000 Penalty: 3300.572266
	Iteration 81Q: 3 clusters Score -3282008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3282072.750000 Penalty: 3300.572266
	Iteration 82Q: 3 clusters Score -3282073 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3282118.750000 Penalty: 3300.572266
	Iteration 83Q: 3 clusters Score -3282119 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3282162.500000 Penalty: 3300.572266
	Iteration 84Q: 3 clusters Score -3282162 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3282224.500000 Penalty: 3300.572266
	Iteration 85Q: 3 clusters Score -3282224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3282271.250000 Penalty: 3300.572266
	Iteration 86Q: 3 clusters Score -3282271 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3282318.750000 Penalty: 3300.572266
	Iteration 87Q: 3 clusters Score -3282319 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3282362.000000 Penalty: 3300.572266
	Iteration 88Q: 3 clusters Score -3282362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3282398.500000 Penalty: 3300.572266
	Iteration 89Q: 3 clusters Score -3282398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3282430.750000 Penalty: 3300.572266
	Iteration 90Q: 3 clusters Score -3282431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3282468.250000 Penalty: 3300.572266
	Iteration 91Q: 3 clusters Score -3282468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3282494.250000 Penalty: 3300.572266
	Iteration 92Q: 3 clusters Score -3282494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3282508.000000 Penalty: 3300.572266
	Iteration 93Q: 3 clusters Score -3282508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3282523.250000 Penalty: 3300.572266
	Iteration 94Q: 3 clusters Score -3282523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3282550.750000 Penalty: 3300.572266
	Iteration 95Q: 3 clusters Score -3282551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3282567.500000 Penalty: 3300.572266
	Iteration 96Q: 3 clusters Score -3282568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3282590.250000 Penalty: 3300.572266
	Iteration 97Q: 3 clusters Score -3282590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3282607.500000 Penalty: 3300.572266
	Iteration 98Q: 3 clusters Score -3282608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3282623.250000 Penalty: 3300.572266
	Iteration 99Q: 3 clusters Score -3282623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3282631.000000 Penalty: 3300.572266
	Iteration 100F: 3 clusters Score -3282631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3282644.750000 Penalty: 3300.572266
	Iteration 101Q: 3 clusters Score -3282645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3282652.750000 Penalty: 3300.572266
	Iteration 102Q: 3 clusters Score -3282653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3282660.750000 Penalty: 3300.572266
	Iteration 103Q: 3 clusters Score -3282661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3282663.000000 Penalty: 3300.572266
	Iteration 104Q: 3 clusters Score -3282663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3282666.500000 Penalty: 3300.572266
	Iteration 105Q: 3 clusters Score -3282666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3282667.250000 Penalty: 3300.572266
	Iteration 106Q: 3 clusters Score -3282667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3282674.250000 Penalty: 3300.572266
	Iteration 107Q: 3 clusters Score -3282674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3282676.000000 Penalty: 3300.572266
	Iteration 108Q: 3 clusters Score -3282676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3282677.000000 Penalty: 3300.572266
	Iteration 109Q: 3 clusters Score -3282677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3282677.750000 Penalty: 3300.572266
	Iteration 110Q: 3 clusters Score -3282678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3282680.750000 Penalty: 3300.572266
	Iteration 111Q: 3 clusters Score -3282681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3282680.500000 Penalty: 3300.572266
	Iteration 112Q: 3 clusters Score -3282680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3282683.250000 Penalty: 3300.572266
	Iteration 113Q: 3 clusters Score -3282683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3282683.750000 Penalty: 3300.572266
	Iteration 114Q: 3 clusters Score -3282684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3282686.500000 Penalty: 3300.572266
	Iteration 115Q: 3 clusters Score -3282686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3282688.000000 Penalty: 3300.572266
	Iteration 116Q: 3 clusters Score -3282688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3282684.750000 Penalty: 3300.572266
	Iteration 117Q: 3 clusters Score -3282685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3282684.000000 Penalty: 3300.572266
	Iteration 118Q: 3 clusters Score -3282684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3282682.250000 Penalty: 3300.572266
	Iteration 119Q: 3 clusters Score -3282682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3282682.250000 Penalty: 3300.572266
	Iteration 120F: 3 clusters Score -3282682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (88997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Entering Unmasked Estep 
Score: -11311275.000000 Penalty: 1851.908081
	Iteration 0F: 2 clusters Score -1.131128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -11252049.000000 Penalty: 3703.816162
	Iteration 0F: 3 clusters Score -1.125205e+07 nChanged 42518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -11277334.000000 Penalty: 3703.816162
	Iteration 1F: 3 clusters Score -1.127733e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -11278485.000000 Penalty: 3703.816162
	Iteration 2Q: 3 clusters Score -1.127848e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -11280224.000000 Penalty: 3703.816162
	Iteration 3Q: 3 clusters Score -1.128022e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -11283025.000000 Penalty: 3703.816162
	Iteration 4F: 3 clusters Score -1.128302e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -11287249.000000 Penalty: 3703.816162
	Iteration 5F: 3 clusters Score -1.128725e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -11292374.000000 Penalty: 3703.816162
	Iteration 6F: 3 clusters Score -1.129237e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -11297451.000000 Penalty: 3703.816162
	Iteration 7F: 3 clusters Score -1.129745e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -11301292.000000 Penalty: 3703.816162
	Iteration 8F: 3 clusters Score -1.130129e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -11303908.000000 Penalty: 3703.816162
	Iteration 9Q: 3 clusters Score -1.130391e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -11305730.000000 Penalty: 3703.816162
	Iteration 10Q: 3 clusters Score -1.130573e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -11307086.000000 Penalty: 3703.816162
	Iteration 11Q: 3 clusters Score -1.130709e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -11308110.000000 Penalty: 3703.816162
	Iteration 12Q: 3 clusters Score -1.130811e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -11308728.000000 Penalty: 3703.816162
	Iteration 13Q: 3 clusters Score -1.130873e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -11309060.000000 Penalty: 3703.816162
	Iteration 14Q: 3 clusters Score -1.130906e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11309354.000000 Penalty: 3703.816162
	Iteration 15Q: 3 clusters Score -1.130935e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11309485.000000 Penalty: 3703.816162
	Iteration 16Q: 3 clusters Score -1.130948e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11309593.000000 Penalty: 3703.816162
	Iteration 17Q: 3 clusters Score -1.130959e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11309631.000000 Penalty: 3703.816162
	Iteration 18Q: 3 clusters Score -1.130963e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11309663.000000 Penalty: 3703.816162
	Iteration 19Q: 3 clusters Score -1.130966e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11309696.000000 Penalty: 3703.816162
	Iteration 20F: 3 clusters Score -1.13097e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11309728.000000 Penalty: 3703.816162
	Iteration 21Q: 3 clusters Score -1.130973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88568 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11309745.000000 Penalty: 3703.816162
	Iteration 22Q: 3 clusters Score -1.130974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11309770.000000 Penalty: 3703.816162
	Iteration 23Q: 3 clusters Score -1.130977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11309768.000000 Penalty: 3703.816162
	Iteration 24Q: 3 clusters Score -1.130977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11309781.000000 Penalty: 3703.816162
	Iteration 25Q: 3 clusters Score -1.130978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11309783.000000 Penalty: 3703.816162
	Iteration 26Q: 3 clusters Score -1.130978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11309782.000000 Penalty: 3703.816162
	Iteration 27Q: 3 clusters Score -1.130978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11309785.000000 Penalty: 3703.816162
	Iteration 28Q: 3 clusters Score -1.130978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11309786.000000 Penalty: 3703.816162
	Iteration 29Q: 3 clusters Score -1.130979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11309789.000000 Penalty: 3703.816162
	Iteration 30Q: 3 clusters Score -1.130979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11309786.000000 Penalty: 3703.816162
	Iteration 31Q: 3 clusters Score -1.130979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11309785.000000 Penalty: 3703.816162
	Iteration 32Q: 3 clusters Score -1.130978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11309784.000000 Penalty: 3703.816162
	Iteration 33Q: 3 clusters Score -1.130978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11309786.000000 Penalty: 3703.816162
	Iteration 34Q: 3 clusters Score -1.130979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11309786.000000 Penalty: 3703.816162
	Iteration 35F: 3 clusters Score -1.130979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Entering Unmasked Estep 
Score: -6000873.000000 Penalty: 1747.160400
	Iteration 0F: 2 clusters Score -6000873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5969538.000000 Penalty: 3494.320801
	Iteration 0F: 3 clusters Score -5969538 nChanged 21982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5981929.000000 Penalty: 3494.320801
	Iteration 1F: 3 clusters Score -5981929 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -5982490.500000 Penalty: 3494.320801
	Iteration 2Q: 3 clusters Score -5982490 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -5983146.500000 Penalty: 3494.320801
	Iteration 3Q: 3 clusters Score -5983146 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -5984027.500000 Penalty: 3494.320801
	Iteration 4Q: 3 clusters Score -5984028 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5985425.000000 Penalty: 3494.320801
	Iteration 5F: 3 clusters Score -5985425 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5987571.500000 Penalty: 3494.320801
	Iteration 6F: 3 clusters Score -5987572 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -5990523.500000 Penalty: 3494.320801
	Iteration 7F: 3 clusters Score -5990524 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -5993718.000000 Penalty: 3494.320801
	Iteration 8F: 3 clusters Score -5993718 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -5996204.000000 Penalty: 3494.320801
	Iteration 9F: 3 clusters Score -5996204 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5997743.000000 Penalty: 3494.320801
	Iteration 10Q: 3 clusters Score -5997743 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -5998558.500000 Penalty: 3494.320801
	Iteration 11Q: 3 clusters Score -5998558 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -5998925.000000 Penalty: 3494.320801
	Iteration 12Q: 3 clusters Score -5998925 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -5999114.000000 Penalty: 3494.320801
	Iteration 13Q: 3 clusters Score -5999114 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -5999228.500000 Penalty: 3494.320801
	Iteration 14Q: 3 clusters Score -5999228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -5999293.500000 Penalty: 3494.320801
	Iteration 15Q: 3 clusters Score -5999294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -5999312.000000 Penalty: 3494.320801
	Iteration 16Q: 3 clusters Score -5999312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -5999320.500000 Penalty: 3494.320801
	Iteration 17Q: 3 clusters Score -5999320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -5999325.000000 Penalty: 3494.320801
	Iteration 18Q: 3 clusters Score -5999325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -5999336.500000 Penalty: 3494.320801
	Iteration 19Q: 3 clusters Score -5999336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -5999342.500000 Penalty: 3494.320801
	Iteration 20F: 3 clusters Score -5999342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -5999346.000000 Penalty: 3494.320801
	Iteration 21Q: 3 clusters Score -5999346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -5999350.500000 Penalty: 3494.320801
	Iteration 22Q: 3 clusters Score -5999350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -5999355.000000 Penalty: 3494.320801
	Iteration 23Q: 3 clusters Score -5999355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -5999355.000000 Penalty: 3494.320801
	Iteration 24Q: 3 clusters Score -5999355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -5999362.500000 Penalty: 3494.320801
	Iteration 25Q: 3 clusters Score -5999362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -5999362.500000 Penalty: 3494.320801
	Iteration 26F: 3 clusters Score -5999362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -376007.906250 Penalty: 1295.245361
	Iteration 0F: 2 clusters Score -376007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -373359.062500 Penalty: 2590.490723
	Iteration 0F: 3 clusters Score -373359.1 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -373939.531250 Penalty: 2590.490723
	Iteration 1F: 3 clusters Score -373939.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -374095.437500 Penalty: 2590.490723
	Iteration 2F: 3 clusters Score -374095.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -374183.718750 Penalty: 2590.490723
	Iteration 3F: 3 clusters Score -374183.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -374247.875000 Penalty: 2590.490723
	Iteration 4Q: 3 clusters Score -374247.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -374292.718750 Penalty: 2590.490723
	Iteration 5Q: 3 clusters Score -374292.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -374329.562500 Penalty: 2590.490723
	Iteration 6Q: 3 clusters Score -374329.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -374353.500000 Penalty: 2590.490723
	Iteration 7Q: 3 clusters Score -374353.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -374381.500000 Penalty: 2590.490723
	Iteration 8Q: 3 clusters Score -374381.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -374405.562500 Penalty: 2590.490723
	Iteration 9Q: 3 clusters Score -374405.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -374432.937500 Penalty: 2590.490723
	Iteration 10Q: 3 clusters Score -374432.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -374472.375000 Penalty: 2590.490723
	Iteration 11Q: 3 clusters Score -374472.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -374516.156250 Penalty: 2590.490723
	Iteration 12Q: 3 clusters Score -374516.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -374555.968750 Penalty: 2590.490723
	Iteration 13Q: 3 clusters Score -374556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -374598.312500 Penalty: 2590.490723
	Iteration 14Q: 3 clusters Score -374598.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -374643.437500 Penalty: 2590.490723
	Iteration 15Q: 3 clusters Score -374643.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -374695.687500 Penalty: 2590.490723
	Iteration 16Q: 3 clusters Score -374695.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -374743.468750 Penalty: 2590.490723
	Iteration 17Q: 3 clusters Score -374743.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -374782.875000 Penalty: 2590.490723
	Iteration 18Q: 3 clusters Score -374782.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -374819.875000 Penalty: 2590.490723
	Iteration 19Q: 3 clusters Score -374819.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -374859.312500 Penalty: 2590.490723
	Iteration 20F: 3 clusters Score -374859.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -374892.218750 Penalty: 2590.490723
	Iteration 21Q: 3 clusters Score -374892.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -374925.218750 Penalty: 2590.490723
	Iteration 22Q: 3 clusters Score -374925.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -374951.218750 Penalty: 2590.490723
	Iteration 23Q: 3 clusters Score -374951.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -374971.250000 Penalty: 2590.490723
	Iteration 24Q: 3 clusters Score -374971.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -374991.187500 Penalty: 2590.490723
	Iteration 25Q: 3 clusters Score -374991.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -375007.375000 Penalty: 2590.490723
	Iteration 26Q: 3 clusters Score -375007.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -375019.906250 Penalty: 2590.490723
	Iteration 27Q: 3 clusters Score -375019.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -375028.906250 Penalty: 2590.490723
	Iteration 28Q: 3 clusters Score -375028.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -375036.218750 Penalty: 2590.490723
	Iteration 29Q: 3 clusters Score -375036.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -375039.000000 Penalty: 2590.490723
	Iteration 30Q: 3 clusters Score -375039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -375041.656250 Penalty: 2590.490723
	Iteration 31Q: 3 clusters Score -375041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -375043.250000 Penalty: 2590.490723
	Iteration 32Q: 3 clusters Score -375043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -375047.250000 Penalty: 2590.490723
	Iteration 33Q: 3 clusters Score -375047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -375050.406250 Penalty: 2590.490723
	Iteration 34Q: 3 clusters Score -375050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -375053.406250 Penalty: 2590.490723
	Iteration 35Q: 3 clusters Score -375053.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -375055.750000 Penalty: 2590.490723
	Iteration 36Q: 3 clusters Score -375055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -375056.343750 Penalty: 2590.490723
	Iteration 37Q: 3 clusters Score -375056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -375056.656250 Penalty: 2590.490723
	Iteration 38Q: 3 clusters Score -375056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -375057.843750 Penalty: 2590.490723
	Iteration 39Q: 3 clusters Score -375057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -375059.218750 Penalty: 2590.490723
	Iteration 40F: 3 clusters Score -375059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -375060.187500 Penalty: 2590.490723
	Iteration 41Q: 3 clusters Score -375060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -375060.906250 Penalty: 2590.490723
	Iteration 42Q: 3 clusters Score -375060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -375060.906250 Penalty: 2590.490723
	Iteration 43F: 3 clusters Score -375060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -263733.843750 Penalty: 1244.615356
	Iteration 0F: 2 clusters Score -263733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -261565.875000 Penalty: 2489.230713
	Iteration 0F: 3 clusters Score -261565.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -261964.468750 Penalty: 2489.230713
	Iteration 1F: 3 clusters Score -261964.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -262068.171875 Penalty: 2489.230713
	Iteration 2F: 3 clusters Score -262068.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262144.843750 Penalty: 2489.230713
	Iteration 3F: 3 clusters Score -262144.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -262196.937500 Penalty: 2489.230713
	Iteration 4Q: 3 clusters Score -262196.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -262252.656250 Penalty: 2489.230713
	Iteration 5Q: 3 clusters Score -262252.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -262304.562500 Penalty: 2489.230713
	Iteration 6Q: 3 clusters Score -262304.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -262334.968750 Penalty: 2489.230713
	Iteration 7Q: 3 clusters Score -262335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -262357.593750 Penalty: 2489.230713
	Iteration 8Q: 3 clusters Score -262357.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -262367.781250 Penalty: 2489.230713
	Iteration 9Q: 3 clusters Score -262367.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -262374.968750 Penalty: 2489.230713
	Iteration 10Q: 3 clusters Score -262375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -262383.468750 Penalty: 2489.230713
	Iteration 11Q: 3 clusters Score -262383.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -262392.156250 Penalty: 2489.230713
	Iteration 12Q: 3 clusters Score -262392.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -262399.000000 Penalty: 2489.230713
	Iteration 13Q: 3 clusters Score -262399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -262403.218750 Penalty: 2489.230713
	Iteration 14Q: 3 clusters Score -262403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -262407.406250 Penalty: 2489.230713
	Iteration 15Q: 3 clusters Score -262407.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -262414.781250 Penalty: 2489.230713
	Iteration 16Q: 3 clusters Score -262414.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -262422.812500 Penalty: 2489.230713
	Iteration 17Q: 3 clusters Score -262422.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -262432.781250 Penalty: 2489.230713
	Iteration 18Q: 3 clusters Score -262432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -262442.968750 Penalty: 2489.230713
	Iteration 19Q: 3 clusters Score -262443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -262449.906250 Penalty: 2489.230713
	Iteration 20F: 3 clusters Score -262449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -262460.843750 Penalty: 2489.230713
	Iteration 21Q: 3 clusters Score -262460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -262475.625000 Penalty: 2489.230713
	Iteration 22Q: 3 clusters Score -262475.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -262486.656250 Penalty: 2489.230713
	Iteration 23Q: 3 clusters Score -262486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -262495.062500 Penalty: 2489.230713
	Iteration 24Q: 3 clusters Score -262495.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -262501.906250 Penalty: 2489.230713
	Iteration 25Q: 3 clusters Score -262501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -262506.281250 Penalty: 2489.230713
	Iteration 26Q: 3 clusters Score -262506.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -262508.437500 Penalty: 2489.230713
	Iteration 27Q: 3 clusters Score -262508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -262511.656250 Penalty: 2489.230713
	Iteration 28Q: 3 clusters Score -262511.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -262514.937500 Penalty: 2489.230713
	Iteration 29Q: 3 clusters Score -262514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -262516.656250 Penalty: 2489.230713
	Iteration 30Q: 3 clusters Score -262516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -262519.718750 Penalty: 2489.230713
	Iteration 31Q: 3 clusters Score -262519.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -262523.062500 Penalty: 2489.230713
	Iteration 32Q: 3 clusters Score -262523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -262525.625000 Penalty: 2489.230713
	Iteration 33Q: 3 clusters Score -262525.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -262532.156250 Penalty: 2489.230713
	Iteration 34Q: 3 clusters Score -262532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -262535.437500 Penalty: 2489.230713
	Iteration 35Q: 3 clusters Score -262535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -262538.750000 Penalty: 2489.230713
	Iteration 36Q: 3 clusters Score -262538.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -262540.906250 Penalty: 2489.230713
	Iteration 37Q: 3 clusters Score -262540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -262541.437500 Penalty: 2489.230713
	Iteration 38Q: 3 clusters Score -262541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -262543.750000 Penalty: 2489.230713
	Iteration 39Q: 3 clusters Score -262543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -262545.281250 Penalty: 2489.230713
	Iteration 40F: 3 clusters Score -262545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -262545.906250 Penalty: 2489.230713
	Iteration 41Q: 3 clusters Score -262545.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -262545.906250 Penalty: 2489.230713
	Iteration 42F: 3 clusters Score -262545.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34860 members 
Mstep: Class 3 contains 25687 members 
Mstep: Class 4 contains 105095 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109303 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107767 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22722 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25735 members 
Mstep: Class 15 contains 88997 members 
Mstep: Class 16 contains 46712 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 19 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 359Q: 19 clusters Score -7.280903e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34905 members 
Mstep: Class 3 contains 25698 members 
Mstep: Class 4 contains 105070 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 109294 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107751 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22722 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25741 members 
Mstep: Class 15 contains 88936 members 
Mstep: Class 16 contains 46757 members 
Mstep: Class 17 contains 2903 members 
Mstep: Class 19 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 360F: 19 clusters Score -7.28092e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34966 members 
Mstep: Class 3 contains 25706 members 
Mstep: Class 4 contains 105047 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 109287 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107743 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22720 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25745 members 
Mstep: Class 15 contains 88868 members 
Mstep: Class 16 contains 46785 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 19 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 361Q: 19 clusters Score -7.280922e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35035 members 
Mstep: Class 3 contains 25722 members 
Mstep: Class 4 contains 105016 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 6 contains 109284 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107729 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22718 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25745 members 
Mstep: Class 15 contains 88814 members 
Mstep: Class 16 contains 46804 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 19 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 362Q: 19 clusters Score -7.280927e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35114 members 
Mstep: Class 3 contains 25742 members 
Mstep: Class 4 contains 104987 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 6 contains 109279 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107696 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22716 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25748 members 
Mstep: Class 15 contains 88749 members 
Mstep: Class 16 contains 46832 members 
Mstep: Class 17 contains 2929 members 
Mstep: Class 19 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 363Q: 19 clusters Score -7.280933e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35226 members 
Mstep: Class 3 contains 25754 members 
Mstep: Class 4 contains 104945 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 109279 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107666 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22704 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25751 members 
Mstep: Class 15 contains 88676 members 
Mstep: Class 16 contains 46858 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 19 contains 2109 members 
Entering Unmasked Estep 
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Iteration 364Q: 19 clusters Score -7.280948e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35305 members 
Mstep: Class 3 contains 25770 members 
Mstep: Class 4 contains 104909 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 6 contains 109281 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107645 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22700 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25748 members 
Mstep: Class 15 contains 88609 members 
Mstep: Class 16 contains 46882 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 19 contains 2108 members 
Entering Unmasked Estep 
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Iteration 365Q: 19 clusters Score -7.28095e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35379 members 
Mstep: Class 3 contains 25780 members 
Mstep: Class 4 contains 104877 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 6 contains 109275 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107645 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22703 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25747 members 
Mstep: Class 15 contains 88536 members 
Mstep: Class 16 contains 46899 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 19 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 366Q: 19 clusters Score -7.28095e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35479 members 
Mstep: Class 3 contains 25797 members 
Mstep: Class 4 contains 104830 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 6 contains 109274 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107651 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22697 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25748 members 
Mstep: Class 15 contains 88443 members 
Mstep: Class 16 contains 46917 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 19 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 367Q: 19 clusters Score -7.280955e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35571 members 
Mstep: Class 3 contains 25812 members 
Mstep: Class 4 contains 104812 members 
Mstep: Class 5 contains 1431 members 
Mstep: Class 6 contains 109269 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107629 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22700 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25739 members 
Mstep: Class 15 contains 88363 members 
Mstep: Class 16 contains 46932 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 19 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 368Q: 19 clusters Score -7.280952e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35647 members 
Mstep: Class 3 contains 25821 members 
Mstep: Class 4 contains 104782 members 
Mstep: Class 5 contains 1433 members 
Mstep: Class 6 contains 109265 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107617 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22703 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25730 members 
Mstep: Class 15 contains 88295 members 
Mstep: Class 16 contains 46957 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 19 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 369Q: 19 clusters Score -7.280954e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35714 members 
Mstep: Class 3 contains 25830 members 
Mstep: Class 4 contains 104765 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109264 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107597 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22713 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25728 members 
Mstep: Class 15 contains 88222 members 
Mstep: Class 16 contains 46976 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 19 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 370Q: 19 clusters Score -7.280959e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35778 members 
Mstep: Class 3 contains 25837 members 
Mstep: Class 4 contains 104764 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109259 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107581 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22713 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25730 members 
Mstep: Class 15 contains 88143 members 
Mstep: Class 16 contains 47002 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 19 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 371Q: 19 clusters Score -7.280963e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35830 members 
Mstep: Class 3 contains 25841 members 
Mstep: Class 4 contains 104777 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109261 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107569 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25725 members 
Mstep: Class 15 contains 88073 members 
Mstep: Class 16 contains 47025 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 19 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 372Q: 19 clusters Score -7.280974e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35865 members 
Mstep: Class 3 contains 25849 members 
Mstep: Class 4 contains 104781 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109261 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107571 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22715 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25720 members 
Mstep: Class 15 contains 87997 members 
Mstep: Class 16 contains 47045 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 19 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 373Q: 19 clusters Score -7.280975e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35904 members 
Mstep: Class 3 contains 25855 members 
Mstep: Class 4 contains 104797 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 109256 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107541 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22724 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25716 members 
Mstep: Class 15 contains 87960 members 
Mstep: Class 16 contains 47049 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 19 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 374Q: 19 clusters Score -7.280986e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35955 members 
Mstep: Class 3 contains 25860 members 
Mstep: Class 4 contains 104801 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 109251 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107503 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22724 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25720 members 
Mstep: Class 15 contains 87924 members 
Mstep: Class 16 contains 47057 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 19 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 375Q: 19 clusters Score -7.280992e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36009 members 
Mstep: Class 3 contains 25862 members 
Mstep: Class 4 contains 104800 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 109243 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107481 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22727 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25715 members 
Mstep: Class 15 contains 87887 members 
Mstep: Class 16 contains 47068 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 19 contains 2083 members 
Entering Unmasked Estep 
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Iteration 376Q: 19 clusters Score -7.280991e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36052 members 
Mstep: Class 3 contains 25864 members 
Mstep: Class 4 contains 104797 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109234 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107467 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22724 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25708 members 
Mstep: Class 15 contains 87871 members 
Mstep: Class 16 contains 47069 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 19 contains 2083 members 
Entering Unmasked Estep 
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Iteration 377Q: 19 clusters Score -7.28099e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36080 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 104805 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 109226 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107448 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22729 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25707 members 
Mstep: Class 15 contains 87839 members 
Mstep: Class 16 contains 47082 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 19 contains 2082 members 
Entering Unmasked Estep 
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Iteration 378Q: 19 clusters Score -7.28099e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36091 members 
Mstep: Class 3 contains 25873 members 
Mstep: Class 4 contains 104803 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 109225 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107433 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22732 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25703 members 
Mstep: Class 15 contains 87815 members 
Mstep: Class 16 contains 47104 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 19 contains 2081 members 
Entering Unmasked Estep 
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Iteration 379Q: 19 clusters Score -7.281001e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36108 members 
Mstep: Class 3 contains 25885 members 
Mstep: Class 4 contains 104794 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 109224 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107429 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22731 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25702 members 
Mstep: Class 15 contains 87775 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 19 contains 2078 members 
Entering Unmasked Estep 
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Iteration 380F: 19 clusters Score -7.281001e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36140 members 
Mstep: Class 3 contains 25892 members 
Mstep: Class 4 contains 104783 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 109219 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107420 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22724 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25703 members 
Mstep: Class 15 contains 87729 members 
Mstep: Class 16 contains 47161 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 19 contains 2077 members 
Entering Unmasked Estep 
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Iteration 381Q: 19 clusters Score -7.281002e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36174 members 
Mstep: Class 3 contains 25900 members 
Mstep: Class 4 contains 104771 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109216 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107417 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22726 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 87671 members 
Mstep: Class 16 contains 47188 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 19 contains 2073 members 
Entering Unmasked Estep 
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Iteration 382Q: 19 clusters Score -7.281013e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36200 members 
Mstep: Class 3 contains 25905 members 
Mstep: Class 4 contains 104767 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109214 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107420 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22723 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25709 members 
Mstep: Class 15 contains 87635 members 
Mstep: Class 16 contains 47199 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 19 contains 2069 members 
Entering Unmasked Estep 
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Iteration 383Q: 19 clusters Score -7.281016e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36221 members 
Mstep: Class 3 contains 25913 members 
Mstep: Class 4 contains 104778 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109215 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107411 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22724 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25705 members 
Mstep: Class 15 contains 87586 members 
Mstep: Class 16 contains 47216 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 19 contains 2065 members 
Entering Unmasked Estep 
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Iteration 384Q: 19 clusters Score -7.281014e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36255 members 
Mstep: Class 3 contains 25916 members 
Mstep: Class 4 contains 104781 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109214 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107402 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22728 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25706 members 
Mstep: Class 15 contains 87537 members 
Mstep: Class 16 contains 47222 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 19 contains 2063 members 
Entering Unmasked Estep 
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Iteration 385Q: 19 clusters Score -7.281007e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36291 members 
Mstep: Class 3 contains 25922 members 
Mstep: Class 4 contains 104788 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109213 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107377 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22735 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25708 members 
Mstep: Class 15 contains 87499 members 
Mstep: Class 16 contains 47227 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 19 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810096.000000 Penalty: 38813.050781
Iteration 386Q: 19 clusters Score -7.28101e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36327 members 
Mstep: Class 3 contains 25922 members 
Mstep: Class 4 contains 104795 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109205 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107380 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22744 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 87449 members 
Mstep: Class 16 contains 47221 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 19 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810104.000000 Penalty: 38813.050781
Iteration 387Q: 19 clusters Score -7.28101e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36367 members 
Mstep: Class 3 contains 25926 members 
Mstep: Class 4 contains 104795 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109202 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107365 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22753 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 87410 members 
Mstep: Class 16 contains 47218 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 19 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810152.000000 Penalty: 38813.050781
Iteration 388Q: 19 clusters Score -7.281015e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36409 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 104803 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109198 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107339 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22755 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25714 members 
Mstep: Class 15 contains 87380 members 
Mstep: Class 16 contains 47214 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 19 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810104.000000 Penalty: 38813.050781
Iteration 389Q: 19 clusters Score -7.28101e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36468 members 
Mstep: Class 3 contains 25939 members 
Mstep: Class 4 contains 104797 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109196 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107309 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22751 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25717 members 
Mstep: Class 15 contains 87365 members 
Mstep: Class 16 contains 47206 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 19 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810144.000000 Penalty: 38813.050781
Iteration 390Q: 19 clusters Score -7.281014e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36508 members 
Mstep: Class 3 contains 25941 members 
Mstep: Class 4 contains 104790 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109199 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107293 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22752 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25717 members 
Mstep: Class 15 contains 87331 members 
Mstep: Class 16 contains 47214 members 
Mstep: Class 17 contains 3088 members 
Mstep: Class 19 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810120.000000 Penalty: 38813.050781
Iteration 391Q: 19 clusters Score -7.281012e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36548 members 
Mstep: Class 3 contains 25943 members 
Mstep: Class 4 contains 104776 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109196 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107283 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22754 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25719 members 
Mstep: Class 15 contains 87304 members 
Mstep: Class 16 contains 47217 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 19 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810176.000000 Penalty: 38813.050781
Iteration 392Q: 19 clusters Score -7.281018e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36573 members 
Mstep: Class 3 contains 25945 members 
Mstep: Class 4 contains 104774 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109199 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107274 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22758 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25718 members 
Mstep: Class 15 contains 87272 members 
Mstep: Class 16 contains 47220 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 19 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810160.000000 Penalty: 38813.050781
Iteration 393Q: 19 clusters Score -7.281016e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36594 members 
Mstep: Class 3 contains 25955 members 
Mstep: Class 4 contains 104764 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109195 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107277 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22760 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25715 members 
Mstep: Class 15 contains 87238 members 
Mstep: Class 16 contains 47224 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 19 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810264.000000 Penalty: 38813.050781
Iteration 394Q: 19 clusters Score -7.281026e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36604 members 
Mstep: Class 3 contains 25959 members 
Mstep: Class 4 contains 104762 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109193 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107274 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22765 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25716 members 
Mstep: Class 15 contains 87212 members 
Mstep: Class 16 contains 47230 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810368.000000 Penalty: 38813.050781
Iteration 395Q: 19 clusters Score -7.281037e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36639 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 104756 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109187 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107264 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22769 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25715 members 
Mstep: Class 15 contains 87182 members 
Mstep: Class 16 contains 47229 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810328.000000 Penalty: 38813.050781
Iteration 396Q: 19 clusters Score -7.281033e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36671 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 104752 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109185 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107256 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22766 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25723 members 
Mstep: Class 15 contains 87144 members 
Mstep: Class 16 contains 47232 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810296.000000 Penalty: 38813.050781
Iteration 397Q: 19 clusters Score -7.28103e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36710 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 104745 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109185 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107251 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22760 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25729 members 
Mstep: Class 15 contains 87097 members 
Mstep: Class 16 contains 47236 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810344.000000 Penalty: 38813.050781
Iteration 398Q: 19 clusters Score -7.281034e+07 nChanged 180
Entering ConstructFrom: 
Score: -72810344.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -75805.039062 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -75805.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -74603.289062 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -74603.29 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74965.015625 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -74965.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75201.320312 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -75201.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -75476.601562 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -75476.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75753.023438 Penalty: 2150.221191
	Iteration 4F: 3 clusters Score -75753.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75927.945312 Penalty: 2150.221191
	Iteration 5F: 3 clusters Score -75927.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75997.179688 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -75997.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76033.789062 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -76033.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76044.312500 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -76044.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76049.437500 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -76049.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76053.554688 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -76053.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76057.765625 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -76057.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76059.546875 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -76059.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76059.546875 Penalty: 2150.221191
	Iteration 13F: 3 clusters Score -76059.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36750 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 104755 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109184 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107243 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22759 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 87052 members 
Mstep: Class 16 contains 47235 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
Score: -72809536.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72810344.000000 to -72809536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (36750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Entering Unmasked Estep 
Score: -4761543.000000 Penalty: 1708.182617
	Iteration 0F: 2 clusters Score -4761543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4737071.000000 Penalty: 3416.365234
	Iteration 0F: 3 clusters Score -4737071 nChanged 16860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -4746096.000000 Penalty: 3416.365234
	Iteration 1F: 3 clusters Score -4746096 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4746505.000000 Penalty: 3416.365234
	Iteration 2Q: 3 clusters Score -4746505 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4747033.000000 Penalty: 3416.365234
	Iteration 3Q: 3 clusters Score -4747033 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -4747732.000000 Penalty: 3416.365234
	Iteration 4Q: 3 clusters Score -4747732 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -4748868.500000 Penalty: 3416.365234
	Iteration 5F: 3 clusters Score -4748868 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4750617.000000 Penalty: 3416.365234
	Iteration 6F: 3 clusters Score -4750617 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -4753168.500000 Penalty: 3416.365234
	Iteration 7F: 3 clusters Score -4753168 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4755887.500000 Penalty: 3416.365234
	Iteration 8F: 3 clusters Score -4755888 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4757878.500000 Penalty: 3416.365234
	Iteration 9F: 3 clusters Score -4757878 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4759008.500000 Penalty: 3416.365234
	Iteration 10Q: 3 clusters Score -4759008 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4759569.500000 Penalty: 3416.365234
	Iteration 11Q: 3 clusters Score -4759570 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4759800.500000 Penalty: 3416.365234
	Iteration 12Q: 3 clusters Score -4759800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4759913.500000 Penalty: 3416.365234
	Iteration 13Q: 3 clusters Score -4759914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4759969.000000 Penalty: 3416.365234
	Iteration 14Q: 3 clusters Score -4759969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4760011.000000 Penalty: 3416.365234
	Iteration 15Q: 3 clusters Score -4760011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4760028.000000 Penalty: 3416.365234
	Iteration 16Q: 3 clusters Score -4760028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4760039.500000 Penalty: 3416.365234
	Iteration 17Q: 3 clusters Score -4760040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4760050.000000 Penalty: 3416.365234
	Iteration 18Q: 3 clusters Score -4760050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4760048.000000 Penalty: 3416.365234
	Iteration 19Q: 3 clusters Score -4760048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4760051.000000 Penalty: 3416.365234
	Iteration 20F: 3 clusters Score -4760051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4760058.500000 Penalty: 3416.365234
	Iteration 21Q: 3 clusters Score -4760058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4760068.000000 Penalty: 3416.365234
	Iteration 22Q: 3 clusters Score -4760068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4760067.500000 Penalty: 3416.365234
	Iteration 23Q: 3 clusters Score -4760068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4760071.000000 Penalty: 3416.365234
	Iteration 24Q: 3 clusters Score -4760071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4760070.500000 Penalty: 3416.365234
	Iteration 25Q: 3 clusters Score -4760070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4760073.500000 Penalty: 3416.365234
	Iteration 26Q: 3 clusters Score -4760074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4760071.500000 Penalty: 3416.365234
	Iteration 27Q: 3 clusters Score -4760072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4760075.500000 Penalty: 3416.365234
	Iteration 28Q: 3 clusters Score -4760076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4760078.500000 Penalty: 3416.365234
	Iteration 29Q: 3 clusters Score -4760078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4760078.500000 Penalty: 3416.365234
	Iteration 30F: 3 clusters Score -4760078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Entering Unmasked Estep 
Score: -3353330.750000 Penalty: 1651.725708
	Iteration 0F: 2 clusters Score -3353331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3335878.500000 Penalty: 3303.451416
	Iteration 0F: 3 clusters Score -3335878 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3342471.250000 Penalty: 3303.451416
	Iteration 1F: 3 clusters Score -3342471 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3343104.250000 Penalty: 3303.451416
	Iteration 2F: 3 clusters Score -3343104 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3343922.500000 Penalty: 3303.451416
	Iteration 3F: 3 clusters Score -3343922 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3344959.750000 Penalty: 3303.451416
	Iteration 4F: 3 clusters Score -3344960 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3346251.250000 Penalty: 3303.451416
	Iteration 5F: 3 clusters Score -3346251 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3347733.750000 Penalty: 3303.451416
	Iteration 6F: 3 clusters Score -3347734 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3349219.750000 Penalty: 3303.451416
	Iteration 7F: 3 clusters Score -3349220 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3350190.250000 Penalty: 3303.451416
	Iteration 8Q: 3 clusters Score -3350190 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3350632.500000 Penalty: 3303.451416
	Iteration 9Q: 3 clusters Score -3350632 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3350810.000000 Penalty: 3303.451416
	Iteration 10Q: 3 clusters Score -3350810 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3350911.750000 Penalty: 3303.451416
	Iteration 11Q: 3 clusters Score -3350912 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3350975.500000 Penalty: 3303.451416
	Iteration 12Q: 3 clusters Score -3350976 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3351043.750000 Penalty: 3303.451416
	Iteration 13Q: 3 clusters Score -3351044 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3351064.750000 Penalty: 3303.451416
	Iteration 14Q: 3 clusters Score -3351065 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3351120.500000 Penalty: 3303.451416
	Iteration 15Q: 3 clusters Score -3351120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3351175.000000 Penalty: 3303.451416
	Iteration 16Q: 3 clusters Score -3351175 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3351221.250000 Penalty: 3303.451416
	Iteration 17Q: 3 clusters Score -3351221 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3351253.750000 Penalty: 3303.451416
	Iteration 18Q: 3 clusters Score -3351254 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3351298.500000 Penalty: 3303.451416
	Iteration 19Q: 3 clusters Score -3351298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3351313.500000 Penalty: 3303.451416
	Iteration 20F: 3 clusters Score -3351314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3351330.500000 Penalty: 3303.451416
	Iteration 21Q: 3 clusters Score -3351330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3351338.500000 Penalty: 3303.451416
	Iteration 22Q: 3 clusters Score -3351338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3351362.750000 Penalty: 3303.451416
	Iteration 23Q: 3 clusters Score -3351363 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3351385.750000 Penalty: 3303.451416
	Iteration 24Q: 3 clusters Score -3351386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3351408.000000 Penalty: 3303.451416
	Iteration 25Q: 3 clusters Score -3351408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3351432.750000 Penalty: 3303.451416
	Iteration 26Q: 3 clusters Score -3351433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3351463.000000 Penalty: 3303.451416
	Iteration 27Q: 3 clusters Score -3351463 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3351485.500000 Penalty: 3303.451416
	Iteration 28Q: 3 clusters Score -3351486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3351509.000000 Penalty: 3303.451416
	Iteration 29Q: 3 clusters Score -3351509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3351529.750000 Penalty: 3303.451416
	Iteration 30Q: 3 clusters Score -3351530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3351535.000000 Penalty: 3303.451416
	Iteration 31Q: 3 clusters Score -3351535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3351552.750000 Penalty: 3303.451416
	Iteration 32Q: 3 clusters Score -3351553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3351561.500000 Penalty: 3303.451416
	Iteration 33Q: 3 clusters Score -3351562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3351573.250000 Penalty: 3303.451416
	Iteration 34Q: 3 clusters Score -3351573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3351584.000000 Penalty: 3303.451416
	Iteration 35Q: 3 clusters Score -3351584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3351599.000000 Penalty: 3303.451416
	Iteration 36Q: 3 clusters Score -3351599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3351615.500000 Penalty: 3303.451416
	Iteration 37Q: 3 clusters Score -3351616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3351641.250000 Penalty: 3303.451416
	Iteration 38Q: 3 clusters Score -3351641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3351660.250000 Penalty: 3303.451416
	Iteration 39Q: 3 clusters Score -3351660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3351691.500000 Penalty: 3303.451416
	Iteration 40F: 3 clusters Score -3351692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3351702.250000 Penalty: 3303.451416
	Iteration 41Q: 3 clusters Score -3351702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3351727.000000 Penalty: 3303.451416
	Iteration 42Q: 3 clusters Score -3351727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3351744.750000 Penalty: 3303.451416
	Iteration 43Q: 3 clusters Score -3351745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3351767.000000 Penalty: 3303.451416
	Iteration 44Q: 3 clusters Score -3351767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3351780.250000 Penalty: 3303.451416
	Iteration 45Q: 3 clusters Score -3351780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3351795.500000 Penalty: 3303.451416
	Iteration 46Q: 3 clusters Score -3351796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3351806.250000 Penalty: 3303.451416
	Iteration 47Q: 3 clusters Score -3351806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3351815.750000 Penalty: 3303.451416
	Iteration 48Q: 3 clusters Score -3351816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3351823.250000 Penalty: 3303.451416
	Iteration 49Q: 3 clusters Score -3351823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3351843.000000 Penalty: 3303.451416
	Iteration 50Q: 3 clusters Score -3351843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3351848.500000 Penalty: 3303.451416
	Iteration 51Q: 3 clusters Score -3351848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3351851.000000 Penalty: 3303.451416
	Iteration 52Q: 3 clusters Score -3351851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3351855.000000 Penalty: 3303.451416
	Iteration 53Q: 3 clusters Score -3351855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3351855.500000 Penalty: 3303.451416
	Iteration 54Q: 3 clusters Score -3351856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3351853.250000 Penalty: 3303.451416
	Iteration 55Q: 3 clusters Score -3351853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3351856.750000 Penalty: 3303.451416
	Iteration 56Q: 3 clusters Score -3351857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3351860.250000 Penalty: 3303.451416
	Iteration 57Q: 3 clusters Score -3351860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3351864.250000 Penalty: 3303.451416
	Iteration 58Q: 3 clusters Score -3351864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3351864.750000 Penalty: 3303.451416
	Iteration 59Q: 3 clusters Score -3351865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3351871.500000 Penalty: 3303.451416
	Iteration 60F: 3 clusters Score -3351872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3351876.000000 Penalty: 3303.451416
	Iteration 61Q: 3 clusters Score -3351876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3351884.500000 Penalty: 3303.451416
	Iteration 62Q: 3 clusters Score -3351884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3351891.000000 Penalty: 3303.451416
	Iteration 63Q: 3 clusters Score -3351891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3351889.250000 Penalty: 3303.451416
	Iteration 64Q: 3 clusters Score -3351889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3351900.000000 Penalty: 3303.451416
	Iteration 65Q: 3 clusters Score -3351900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3351905.250000 Penalty: 3303.451416
	Iteration 66Q: 3 clusters Score -3351905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3351911.750000 Penalty: 3303.451416
	Iteration 67Q: 3 clusters Score -3351912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3351912.750000 Penalty: 3303.451416
	Iteration 68Q: 3 clusters Score -3351913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3351911.750000 Penalty: 3303.451416
	Iteration 69Q: 3 clusters Score -3351912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3351917.000000 Penalty: 3303.451416
	Iteration 70Q: 3 clusters Score -3351917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3351914.500000 Penalty: 3303.451416
	Iteration 71Q: 3 clusters Score -3351914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3351916.000000 Penalty: 3303.451416
	Iteration 72Q: 3 clusters Score -3351916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3351921.250000 Penalty: 3303.451416
	Iteration 73Q: 3 clusters Score -3351921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3351922.250000 Penalty: 3303.451416
	Iteration 74Q: 3 clusters Score -3351922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3351923.750000 Penalty: 3303.451416
	Iteration 75Q: 3 clusters Score -3351924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3351923.750000 Penalty: 3303.451416
	Iteration 76Q: 3 clusters Score -3351924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3351923.250000 Penalty: 3303.451416
	Iteration 77Q: 3 clusters Score -3351923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3351926.750000 Penalty: 3303.451416
	Iteration 78Q: 3 clusters Score -3351927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3351928.500000 Penalty: 3303.451416
	Iteration 79Q: 3 clusters Score -3351928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3351926.500000 Penalty: 3303.451416
	Iteration 80F: 3 clusters Score -3351926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (104755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Entering Unmasked Estep 
Score: -13411057.000000 Penalty: 1878.399170
	Iteration 0F: 2 clusters Score -1.341106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -13343378.000000 Penalty: 3756.798340
	Iteration 0F: 3 clusters Score -1.334338e+07 nChanged 49904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -13372883.000000 Penalty: 3756.798340
	Iteration 1F: 3 clusters Score -1.337288e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -13374155.000000 Penalty: 3756.798340
	Iteration 2Q: 3 clusters Score -1.337416e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -13375724.000000 Penalty: 3756.798340
	Iteration 3Q: 3 clusters Score -1.337572e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -13377524.000000 Penalty: 3756.798340
	Iteration 4Q: 3 clusters Score -1.337752e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -13379851.000000 Penalty: 3756.798340
	Iteration 5F: 3 clusters Score -1.337985e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -13382597.000000 Penalty: 3756.798340
	Iteration 6F: 3 clusters Score -1.33826e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -13385817.000000 Penalty: 3756.798340
	Iteration 7F: 3 clusters Score -1.338582e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -13389333.000000 Penalty: 3756.798340
	Iteration 8F: 3 clusters Score -1.338933e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -13392850.000000 Penalty: 3756.798340
	Iteration 9F: 3 clusters Score -1.339285e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -13395500.000000 Penalty: 3756.798340
	Iteration 10Q: 3 clusters Score -1.33955e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -13397009.000000 Penalty: 3756.798340
	Iteration 11Q: 3 clusters Score -1.339701e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -13397618.000000 Penalty: 3756.798340
	Iteration 12Q: 3 clusters Score -1.339762e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -13397825.000000 Penalty: 3756.798340
	Iteration 13Q: 3 clusters Score -1.339782e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -13398004.000000 Penalty: 3756.798340
	Iteration 14Q: 3 clusters Score -1.3398e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -13398095.000000 Penalty: 3756.798340
	Iteration 15Q: 3 clusters Score -1.33981e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -13398166.000000 Penalty: 3756.798340
	Iteration 16Q: 3 clusters Score -1.339817e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -13398238.000000 Penalty: 3756.798340
	Iteration 17Q: 3 clusters Score -1.339824e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -13398339.000000 Penalty: 3756.798340
	Iteration 18Q: 3 clusters Score -1.339834e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -13398429.000000 Penalty: 3756.798340
	Iteration 19Q: 3 clusters Score -1.339843e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -13398431.000000 Penalty: 3756.798340
	Iteration 20F: 3 clusters Score -1.339843e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -13398447.000000 Penalty: 3756.798340
	Iteration 21Q: 3 clusters Score -1.339845e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -13398457.000000 Penalty: 3756.798340
	Iteration 22Q: 3 clusters Score -1.339846e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -13398489.000000 Penalty: 3756.798340
	Iteration 23Q: 3 clusters Score -1.339849e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -13398503.000000 Penalty: 3756.798340
	Iteration 24Q: 3 clusters Score -1.33985e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -13398541.000000 Penalty: 3756.798340
	Iteration 25Q: 3 clusters Score -1.339854e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -13398565.000000 Penalty: 3756.798340
	Iteration 26Q: 3 clusters Score -1.339856e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -13398592.000000 Penalty: 3756.798340
	Iteration 27Q: 3 clusters Score -1.339859e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -13398619.000000 Penalty: 3756.798340
	Iteration 28Q: 3 clusters Score -1.339862e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -13398629.000000 Penalty: 3756.798340
	Iteration 29Q: 3 clusters Score -1.339863e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -13398681.000000 Penalty: 3756.798340
	Iteration 30Q: 3 clusters Score -1.339868e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -13398732.000000 Penalty: 3756.798340
	Iteration 31Q: 3 clusters Score -1.339873e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -13398781.000000 Penalty: 3756.798340
	Iteration 32Q: 3 clusters Score -1.339878e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -13398799.000000 Penalty: 3756.798340
	Iteration 33Q: 3 clusters Score -1.33988e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -13398828.000000 Penalty: 3756.798340
	Iteration 34Q: 3 clusters Score -1.339883e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -13398867.000000 Penalty: 3756.798340
	Iteration 35Q: 3 clusters Score -1.339887e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -13398883.000000 Penalty: 3756.798340
	Iteration 36Q: 3 clusters Score -1.339888e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -13398869.000000 Penalty: 3756.798340
	Iteration 37Q: 3 clusters Score -1.339887e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -13398880.000000 Penalty: 3756.798340
	Iteration 38Q: 3 clusters Score -1.339888e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -13398855.000000 Penalty: 3756.798340
	Iteration 39Q: 3 clusters Score -1.339886e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -13398860.000000 Penalty: 3756.798340
	Iteration 40F: 3 clusters Score -1.339886e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -13398876.000000 Penalty: 3756.798340
	Iteration 41Q: 3 clusters Score -1.339888e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -13398885.000000 Penalty: 3756.798340
	Iteration 42Q: 3 clusters Score -1.339888e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -13398882.000000 Penalty: 3756.798340
	Iteration 43Q: 3 clusters Score -1.339888e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -13398867.000000 Penalty: 3756.798340
	Iteration 44Q: 3 clusters Score -1.339887e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -13398898.000000 Penalty: 3756.798340
	Iteration 45Q: 3 clusters Score -1.33989e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -13398911.000000 Penalty: 3756.798340
	Iteration 46Q: 3 clusters Score -1.339891e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -13398923.000000 Penalty: 3756.798340
	Iteration 47Q: 3 clusters Score -1.339892e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -13398957.000000 Penalty: 3756.798340
	Iteration 48Q: 3 clusters Score -1.339896e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -13398948.000000 Penalty: 3756.798340
	Iteration 49Q: 3 clusters Score -1.339895e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -13398941.000000 Penalty: 3756.798340
	Iteration 50Q: 3 clusters Score -1.339894e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -13398929.000000 Penalty: 3756.798340
	Iteration 51Q: 3 clusters Score -1.339893e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -13398938.000000 Penalty: 3756.798340
	Iteration 52Q: 3 clusters Score -1.339894e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -13398957.000000 Penalty: 3756.798340
	Iteration 53Q: 3 clusters Score -1.339896e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -13398955.000000 Penalty: 3756.798340
	Iteration 54Q: 3 clusters Score -1.339896e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -13398982.000000 Penalty: 3756.798340
	Iteration 55Q: 3 clusters Score -1.339898e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -13398994.000000 Penalty: 3756.798340
	Iteration 56Q: 3 clusters Score -1.339899e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -13399036.000000 Penalty: 3756.798340
	Iteration 57Q: 3 clusters Score -1.339904e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -13399043.000000 Penalty: 3756.798340
	Iteration 58Q: 3 clusters Score -1.339904e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -13399055.000000 Penalty: 3756.798340
	Iteration 59Q: 3 clusters Score -1.339906e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -13399066.000000 Penalty: 3756.798340
	Iteration 60F: 3 clusters Score -1.339907e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -13399056.000000 Penalty: 3756.798340
	Iteration 61Q: 3 clusters Score -1.339906e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -13399033.000000 Penalty: 3756.798340
	Iteration 62Q: 3 clusters Score -1.339903e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -13399046.000000 Penalty: 3756.798340
	Iteration 63Q: 3 clusters Score -1.339905e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -13399057.000000 Penalty: 3756.798340
	Iteration 64Q: 3 clusters Score -1.339906e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -13399070.000000 Penalty: 3756.798340
	Iteration 65Q: 3 clusters Score -1.339907e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -13399044.000000 Penalty: 3756.798340
	Iteration 66Q: 3 clusters Score -1.339904e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -13399049.000000 Penalty: 3756.798340
	Iteration 67Q: 3 clusters Score -1.339905e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -13399049.000000 Penalty: 3756.798340
	Iteration 68Q: 3 clusters Score -1.339905e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -13399069.000000 Penalty: 3756.798340
	Iteration 69Q: 3 clusters Score -1.339907e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -13399071.000000 Penalty: 3756.798340
	Iteration 70Q: 3 clusters Score -1.339907e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -13399082.000000 Penalty: 3756.798340
	Iteration 71Q: 3 clusters Score -1.339908e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -13399091.000000 Penalty: 3756.798340
	Iteration 72Q: 3 clusters Score -1.339909e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -13399086.000000 Penalty: 3756.798340
	Iteration 73Q: 3 clusters Score -1.339909e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -13399117.000000 Penalty: 3756.798340
	Iteration 74Q: 3 clusters Score -1.339912e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -13399112.000000 Penalty: 3756.798340
	Iteration 75Q: 3 clusters Score -1.339911e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -13399083.000000 Penalty: 3756.798340
	Iteration 76Q: 3 clusters Score -1.339908e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -13399074.000000 Penalty: 3756.798340
	Iteration 77Q: 3 clusters Score -1.339907e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -13399052.000000 Penalty: 3756.798340
	Iteration 78Q: 3 clusters Score -1.339905e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -13399053.000000 Penalty: 3756.798340
	Iteration 79Q: 3 clusters Score -1.339905e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -13399068.000000 Penalty: 3756.798340
	Iteration 80F: 3 clusters Score -1.339907e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -13399057.000000 Penalty: 3756.798340
	Iteration 81Q: 3 clusters Score -1.339906e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -13399050.000000 Penalty: 3756.798340
	Iteration 82Q: 3 clusters Score -1.339905e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -13399047.000000 Penalty: 3756.798340
	Iteration 83Q: 3 clusters Score -1.339905e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -13399049.000000 Penalty: 3756.798340
	Iteration 84Q: 3 clusters Score -1.339905e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -13399033.000000 Penalty: 3756.798340
	Iteration 85Q: 3 clusters Score -1.339903e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -13399056.000000 Penalty: 3756.798340
	Iteration 86Q: 3 clusters Score -1.339906e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -13399050.000000 Penalty: 3756.798340
	Iteration 87Q: 3 clusters Score -1.339905e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -13399060.000000 Penalty: 3756.798340
	Iteration 88Q: 3 clusters Score -1.339906e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -13399070.000000 Penalty: 3756.798340
	Iteration 89Q: 3 clusters Score -1.339907e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -13399072.000000 Penalty: 3756.798340
	Iteration 90Q: 3 clusters Score -1.339907e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -13399078.000000 Penalty: 3756.798340
	Iteration 91Q: 3 clusters Score -1.339908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -13399075.000000 Penalty: 3756.798340
	Iteration 92Q: 3 clusters Score -1.339908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -13399081.000000 Penalty: 3756.798340
	Iteration 93Q: 3 clusters Score -1.339908e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -13399078.000000 Penalty: 3756.798340
	Iteration 94Q: 3 clusters Score -1.339908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -13399069.000000 Penalty: 3756.798340
	Iteration 95Q: 3 clusters Score -1.339907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -13399062.000000 Penalty: 3756.798340
	Iteration 96Q: 3 clusters Score -1.339906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -13399074.000000 Penalty: 3756.798340
	Iteration 97Q: 3 clusters Score -1.339907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -13399080.000000 Penalty: 3756.798340
	Iteration 98Q: 3 clusters Score -1.339908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -13399080.000000 Penalty: 3756.798340
	Iteration 99Q: 3 clusters Score -1.339908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -13399088.000000 Penalty: 3756.798340
	Iteration 100F: 3 clusters Score -1.339909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -13399111.000000 Penalty: 3756.798340
	Iteration 101Q: 3 clusters Score -1.339911e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -13399120.000000 Penalty: 3756.798340
	Iteration 102Q: 3 clusters Score -1.339912e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -13399131.000000 Penalty: 3756.798340
	Iteration 103Q: 3 clusters Score -1.339913e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -13399129.000000 Penalty: 3756.798340
	Iteration 104Q: 3 clusters Score -1.339913e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -13399119.000000 Penalty: 3756.798340
	Iteration 105Q: 3 clusters Score -1.339912e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -13399131.000000 Penalty: 3756.798340
	Iteration 106Q: 3 clusters Score -1.339913e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -13399128.000000 Penalty: 3756.798340
	Iteration 107Q: 3 clusters Score -1.339913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -13399131.000000 Penalty: 3756.798340
	Iteration 108Q: 3 clusters Score -1.339913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -13399153.000000 Penalty: 3756.798340
	Iteration 109Q: 3 clusters Score -1.339915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -13399127.000000 Penalty: 3756.798340
	Iteration 110Q: 3 clusters Score -1.339913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -13399125.000000 Penalty: 3756.798340
	Iteration 111Q: 3 clusters Score -1.339912e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -13399125.000000 Penalty: 3756.798340
	Iteration 112Q: 3 clusters Score -1.339912e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -13399130.000000 Penalty: 3756.798340
	Iteration 113Q: 3 clusters Score -1.339913e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -13399135.000000 Penalty: 3756.798340
	Iteration 114Q: 3 clusters Score -1.339914e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -13399123.000000 Penalty: 3756.798340
	Iteration 115Q: 3 clusters Score -1.339912e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -13399143.000000 Penalty: 3756.798340
	Iteration 116Q: 3 clusters Score -1.339914e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -13399150.000000 Penalty: 3756.798340
	Iteration 117Q: 3 clusters Score -1.339915e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -13399150.000000 Penalty: 3756.798340
	Iteration 118Q: 3 clusters Score -1.339915e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -13399169.000000 Penalty: 3756.798340
	Iteration 119Q: 3 clusters Score -1.339917e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -13399155.000000 Penalty: 3756.798340
	Iteration 120F: 3 clusters Score -1.339916e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -13399157.000000 Penalty: 3756.798340
	Iteration 121Q: 3 clusters Score -1.339916e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -13399178.000000 Penalty: 3756.798340
	Iteration 122Q: 3 clusters Score -1.339918e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -13399207.000000 Penalty: 3756.798340
	Iteration 123Q: 3 clusters Score -1.339921e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -13399199.000000 Penalty: 3756.798340
	Iteration 124Q: 3 clusters Score -1.33992e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -13399208.000000 Penalty: 3756.798340
	Iteration 125Q: 3 clusters Score -1.339921e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -13399217.000000 Penalty: 3756.798340
	Iteration 126Q: 3 clusters Score -1.339922e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -13399246.000000 Penalty: 3756.798340
	Iteration 127Q: 3 clusters Score -1.339925e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -13399225.000000 Penalty: 3756.798340
	Iteration 128Q: 3 clusters Score -1.339922e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -13399255.000000 Penalty: 3756.798340
	Iteration 129Q: 3 clusters Score -1.339926e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -13399305.000000 Penalty: 3756.798340
	Iteration 130Q: 3 clusters Score -1.33993e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -13399310.000000 Penalty: 3756.798340
	Iteration 131Q: 3 clusters Score -1.339931e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -13399342.000000 Penalty: 3756.798340
	Iteration 132Q: 3 clusters Score -1.339934e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -13399321.000000 Penalty: 3756.798340
	Iteration 133Q: 3 clusters Score -1.339932e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -13399309.000000 Penalty: 3756.798340
	Iteration 134Q: 3 clusters Score -1.339931e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -13399321.000000 Penalty: 3756.798340
	Iteration 135Q: 3 clusters Score -1.339932e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -13399364.000000 Penalty: 3756.798340
	Iteration 136Q: 3 clusters Score -1.339936e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -13399374.000000 Penalty: 3756.798340
	Iteration 137Q: 3 clusters Score -1.339937e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -13399419.000000 Penalty: 3756.798340
	Iteration 138Q: 3 clusters Score -1.339942e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -13399469.000000 Penalty: 3756.798340
	Iteration 139Q: 3 clusters Score -1.339947e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -13399472.000000 Penalty: 3756.798340
	Iteration 140F: 3 clusters Score -1.339947e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -13399511.000000 Penalty: 3756.798340
	Iteration 141Q: 3 clusters Score -1.339951e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -13399498.000000 Penalty: 3756.798340
	Iteration 142Q: 3 clusters Score -1.33995e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -13399502.000000 Penalty: 3756.798340
	Iteration 143Q: 3 clusters Score -1.33995e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -13399498.000000 Penalty: 3756.798340
	Iteration 144Q: 3 clusters Score -1.33995e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -13399524.000000 Penalty: 3756.798340
	Iteration 145Q: 3 clusters Score -1.339952e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -13399553.000000 Penalty: 3756.798340
	Iteration 146Q: 3 clusters Score -1.339955e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -13399587.000000 Penalty: 3756.798340
	Iteration 147Q: 3 clusters Score -1.339959e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -13399622.000000 Penalty: 3756.798340
	Iteration 148Q: 3 clusters Score -1.339962e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -13399691.000000 Penalty: 3756.798340
	Iteration 149Q: 3 clusters Score -1.339969e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -13399744.000000 Penalty: 3756.798340
	Iteration 150Q: 3 clusters Score -1.339974e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -13399777.000000 Penalty: 3756.798340
	Iteration 151Q: 3 clusters Score -1.339978e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -13399827.000000 Penalty: 3756.798340
	Iteration 152Q: 3 clusters Score -1.339983e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -13399845.000000 Penalty: 3756.798340
	Iteration 153Q: 3 clusters Score -1.339984e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 65259 members 
Entering Unmasked Estep 
Score: -13399834.000000 Penalty: 3756.798340
	Iteration 154Q: 3 clusters Score -1.339983e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -13399881.000000 Penalty: 3756.798340
	Iteration 155Q: 3 clusters Score -1.339988e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -13399889.000000 Penalty: 3756.798340
	Iteration 156Q: 3 clusters Score -1.339989e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -13399922.000000 Penalty: 3756.798340
	Iteration 157Q: 3 clusters Score -1.339992e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -13399974.000000 Penalty: 3756.798340
	Iteration 158Q: 3 clusters Score -1.339997e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -13400030.000000 Penalty: 3756.798340
	Iteration 159Q: 3 clusters Score -1.340003e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -13400082.000000 Penalty: 3756.798340
	Iteration 160F: 3 clusters Score -1.340008e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -13400122.000000 Penalty: 3756.798340
	Iteration 161Q: 3 clusters Score -1.340012e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -13400124.000000 Penalty: 3756.798340
	Iteration 162Q: 3 clusters Score -1.340012e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -13400155.000000 Penalty: 3756.798340
	Iteration 163Q: 3 clusters Score -1.340016e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -13400225.000000 Penalty: 3756.798340
	Iteration 164Q: 3 clusters Score -1.340022e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -13400279.000000 Penalty: 3756.798340
	Iteration 165Q: 3 clusters Score -1.340028e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -13400303.000000 Penalty: 3756.798340
	Iteration 166Q: 3 clusters Score -1.34003e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -13400318.000000 Penalty: 3756.798340
	Iteration 167Q: 3 clusters Score -1.340032e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -13400449.000000 Penalty: 3756.798340
	Iteration 168Q: 3 clusters Score -1.340045e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -13400505.000000 Penalty: 3756.798340
	Iteration 169Q: 3 clusters Score -1.34005e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -13400535.000000 Penalty: 3756.798340
	Iteration 170Q: 3 clusters Score -1.340054e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -13400584.000000 Penalty: 3756.798340
	Iteration 171Q: 3 clusters Score -1.340058e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -13400615.000000 Penalty: 3756.798340
	Iteration 172Q: 3 clusters Score -1.340062e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -13400692.000000 Penalty: 3756.798340
	Iteration 173Q: 3 clusters Score -1.340069e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -13400747.000000 Penalty: 3756.798340
	Iteration 174Q: 3 clusters Score -1.340075e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -13400839.000000 Penalty: 3756.798340
	Iteration 175Q: 3 clusters Score -1.340084e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -13400902.000000 Penalty: 3756.798340
	Iteration 176Q: 3 clusters Score -1.34009e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -13400961.000000 Penalty: 3756.798340
	Iteration 177Q: 3 clusters Score -1.340096e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -13401055.000000 Penalty: 3756.798340
	Iteration 178Q: 3 clusters Score -1.340106e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -13401135.000000 Penalty: 3756.798340
	Iteration 179Q: 3 clusters Score -1.340114e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -13401198.000000 Penalty: 3756.798340
	Iteration 180F: 3 clusters Score -1.34012e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -13401293.000000 Penalty: 3756.798340
	Iteration 181Q: 3 clusters Score -1.340129e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -13401368.000000 Penalty: 3756.798340
	Iteration 182Q: 3 clusters Score -1.340137e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -13401457.000000 Penalty: 3756.798340
	Iteration 183Q: 3 clusters Score -1.340146e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -13401495.000000 Penalty: 3756.798340
	Iteration 184Q: 3 clusters Score -1.34015e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -13401544.000000 Penalty: 3756.798340
	Iteration 185Q: 3 clusters Score -1.340154e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -13401600.000000 Penalty: 3756.798340
	Iteration 186Q: 3 clusters Score -1.34016e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -13401731.000000 Penalty: 3756.798340
	Iteration 187Q: 3 clusters Score -1.340173e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -13401806.000000 Penalty: 3756.798340
	Iteration 188Q: 3 clusters Score -1.340181e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -13401865.000000 Penalty: 3756.798340
	Iteration 189Q: 3 clusters Score -1.340186e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -13402007.000000 Penalty: 3756.798340
	Iteration 190Q: 3 clusters Score -1.340201e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -13402185.000000 Penalty: 3756.798340
	Iteration 191Q: 3 clusters Score -1.340218e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -13402373.000000 Penalty: 3756.798340
	Iteration 192Q: 3 clusters Score -1.340237e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -13402542.000000 Penalty: 3756.798340
	Iteration 193Q: 3 clusters Score -1.340254e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -13402712.000000 Penalty: 3756.798340
	Iteration 194Q: 3 clusters Score -1.340271e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -13402887.000000 Penalty: 3756.798340
	Iteration 195Q: 3 clusters Score -1.340289e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -13403071.000000 Penalty: 3756.798340
	Iteration 196Q: 3 clusters Score -1.340307e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -13403289.000000 Penalty: 3756.798340
	Iteration 197Q: 3 clusters Score -1.340329e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -13403436.000000 Penalty: 3756.798340
	Iteration 198Q: 3 clusters Score -1.340344e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -13403629.000000 Penalty: 3756.798340
	Iteration 199Q: 3 clusters Score -1.340363e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 84800 members 
Entering Unmasked Estep 
Score: -13403942.000000 Penalty: 3756.798340
	Iteration 200F: 3 clusters Score -1.340394e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -13404197.000000 Penalty: 3756.798340
	Iteration 201Q: 3 clusters Score -1.34042e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -13404452.000000 Penalty: 3756.798340
	Iteration 202Q: 3 clusters Score -1.340445e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -13404641.000000 Penalty: 3756.798340
	Iteration 203Q: 3 clusters Score -1.340464e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -13404816.000000 Penalty: 3756.798340
	Iteration 204Q: 3 clusters Score -1.340482e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -13405127.000000 Penalty: 3756.798340
	Iteration 205Q: 3 clusters Score -1.340513e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 89423 members 
Entering Unmasked Estep 
Score: -13405385.000000 Penalty: 3756.798340
	Iteration 206Q: 3 clusters Score -1.340538e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -13405599.000000 Penalty: 3756.798340
	Iteration 207Q: 3 clusters Score -1.34056e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -13405846.000000 Penalty: 3756.798340
	Iteration 208Q: 3 clusters Score -1.340585e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -13406073.000000 Penalty: 3756.798340
	Iteration 209Q: 3 clusters Score -1.340607e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -13406284.000000 Penalty: 3756.798340
	Iteration 210Q: 3 clusters Score -1.340628e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -13406497.000000 Penalty: 3756.798340
	Iteration 211Q: 3 clusters Score -1.34065e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -13406771.000000 Penalty: 3756.798340
	Iteration 212Q: 3 clusters Score -1.340677e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -13407028.000000 Penalty: 3756.798340
	Iteration 213Q: 3 clusters Score -1.340703e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -13407260.000000 Penalty: 3756.798340
	Iteration 214Q: 3 clusters Score -1.340726e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -13407500.000000 Penalty: 3756.798340
	Iteration 215Q: 3 clusters Score -1.34075e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -13407745.000000 Penalty: 3756.798340
	Iteration 216Q: 3 clusters Score -1.340774e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -13407951.000000 Penalty: 3756.798340
	Iteration 217Q: 3 clusters Score -1.340795e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -13408169.000000 Penalty: 3756.798340
	Iteration 218Q: 3 clusters Score -1.340817e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 97171 members 
Entering Unmasked Estep 
Score: -13408387.000000 Penalty: 3756.798340
	Iteration 219Q: 3 clusters Score -1.340839e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -13408534.000000 Penalty: 3756.798340
	Iteration 220F: 3 clusters Score -1.340853e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -13408694.000000 Penalty: 3756.798340
	Iteration 221Q: 3 clusters Score -1.340869e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -13408845.000000 Penalty: 3756.798340
	Iteration 222Q: 3 clusters Score -1.340884e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 98809 members 
Entering Unmasked Estep 
Score: -13408968.000000 Penalty: 3756.798340
	Iteration 223Q: 3 clusters Score -1.340897e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -13409139.000000 Penalty: 3756.798340
	Iteration 224Q: 3 clusters Score -1.340914e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 99414 members 
Entering Unmasked Estep 
Score: -13409246.000000 Penalty: 3756.798340
	Iteration 225Q: 3 clusters Score -1.340925e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -13409357.000000 Penalty: 3756.798340
	Iteration 226Q: 3 clusters Score -1.340936e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 99906 members 
Entering Unmasked Estep 
Score: -13409410.000000 Penalty: 3756.798340
	Iteration 227Q: 3 clusters Score -1.340941e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -13409499.000000 Penalty: 3756.798340
	Iteration 228Q: 3 clusters Score -1.34095e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -13409526.000000 Penalty: 3756.798340
	Iteration 229Q: 3 clusters Score -1.340953e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -13409574.000000 Penalty: 3756.798340
	Iteration 230Q: 3 clusters Score -1.340957e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -13409594.000000 Penalty: 3756.798340
	Iteration 231Q: 3 clusters Score -1.340959e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -13409602.000000 Penalty: 3756.798340
	Iteration 232Q: 3 clusters Score -1.34096e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -13409648.000000 Penalty: 3756.798340
	Iteration 233Q: 3 clusters Score -1.340965e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -13409650.000000 Penalty: 3756.798340
	Iteration 234Q: 3 clusters Score -1.340965e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -13409682.000000 Penalty: 3756.798340
	Iteration 235Q: 3 clusters Score -1.340968e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -13409697.000000 Penalty: 3756.798340
	Iteration 236Q: 3 clusters Score -1.34097e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -13409719.000000 Penalty: 3756.798340
	Iteration 237Q: 3 clusters Score -1.340972e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 101424 members 
Entering Unmasked Estep 
Score: -13409742.000000 Penalty: 3756.798340
	Iteration 238Q: 3 clusters Score -1.340974e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -13409739.000000 Penalty: 3756.798340
	Iteration 239Q: 3 clusters Score -1.340974e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -13409715.000000 Penalty: 3756.798340
	Iteration 240F: 3 clusters Score -1.340972e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 101644 members 
Entering Unmasked Estep 
Score: -13409750.000000 Penalty: 3756.798340
	Iteration 241Q: 3 clusters Score -1.340975e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 101711 members 
Entering Unmasked Estep 
Score: -13409763.000000 Penalty: 3756.798340
	Iteration 242Q: 3 clusters Score -1.340976e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -13409756.000000 Penalty: 3756.798340
	Iteration 243Q: 3 clusters Score -1.340976e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -13409772.000000 Penalty: 3756.798340
	Iteration 244Q: 3 clusters Score -1.340977e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -13409778.000000 Penalty: 3756.798340
	Iteration 245Q: 3 clusters Score -1.340978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 101903 members 
Entering Unmasked Estep 
Score: -13409762.000000 Penalty: 3756.798340
	Iteration 246Q: 3 clusters Score -1.340976e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 101938 members 
Entering Unmasked Estep 
Score: -13409768.000000 Penalty: 3756.798340
	Iteration 247Q: 3 clusters Score -1.340977e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
Score: -13409765.000000 Penalty: 3756.798340
	Iteration 248Q: 3 clusters Score -1.340976e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 102005 members 
Entering Unmasked Estep 
Score: -13409760.000000 Penalty: 3756.798340
	Iteration 249Q: 3 clusters Score -1.340976e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -13409783.000000 Penalty: 3756.798340
	Iteration 250Q: 3 clusters Score -1.340978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -13409799.000000 Penalty: 3756.798340
	Iteration 251Q: 3 clusters Score -1.34098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 102084 members 
Entering Unmasked Estep 
Score: -13409795.000000 Penalty: 3756.798340
	Iteration 252Q: 3 clusters Score -1.34098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -13409812.000000 Penalty: 3756.798340
	Iteration 253Q: 3 clusters Score -1.340981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 102124 members 
Entering Unmasked Estep 
Score: -13409827.000000 Penalty: 3756.798340
	Iteration 254Q: 3 clusters Score -1.340983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -13409823.000000 Penalty: 3756.798340
	Iteration 255Q: 3 clusters Score -1.340982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -13409818.000000 Penalty: 3756.798340
	Iteration 256Q: 3 clusters Score -1.340982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -13409824.000000 Penalty: 3756.798340
	Iteration 257Q: 3 clusters Score -1.340982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 102207 members 
Entering Unmasked Estep 
Score: -13409824.000000 Penalty: 3756.798340
	Iteration 258Q: 3 clusters Score -1.340982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -13409832.000000 Penalty: 3756.798340
	Iteration 259Q: 3 clusters Score -1.340983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 102255 members 
Entering Unmasked Estep 
Score: -13409850.000000 Penalty: 3756.798340
	Iteration 260F: 3 clusters Score -1.340985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 102272 members 
Entering Unmasked Estep 
Score: -13409844.000000 Penalty: 3756.798340
	Iteration 261Q: 3 clusters Score -1.340984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -13409845.000000 Penalty: 3756.798340
	Iteration 262Q: 3 clusters Score -1.340984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 102295 members 
Entering Unmasked Estep 
Score: -13409837.000000 Penalty: 3756.798340
	Iteration 263Q: 3 clusters Score -1.340984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -13409843.000000 Penalty: 3756.798340
	Iteration 264Q: 3 clusters Score -1.340984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -13409843.000000 Penalty: 3756.798340
	Iteration 265Q: 3 clusters Score -1.340984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -13409840.000000 Penalty: 3756.798340
	Iteration 266Q: 3 clusters Score -1.340984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -13409844.000000 Penalty: 3756.798340
	Iteration 267Q: 3 clusters Score -1.340984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -13409844.000000 Penalty: 3756.798340
	Iteration 268F: 3 clusters Score -1.340984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -177871.453125 Penalty: 1181.312744
	Iteration 0F: 2 clusters Score -177871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -176117.687500 Penalty: 2362.625488
	Iteration 0F: 3 clusters Score -176117.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176469.500000 Penalty: 2362.625488
	Iteration 1F: 3 clusters Score -176469.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -176550.031250 Penalty: 2362.625488
	Iteration 2F: 3 clusters Score -176550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176582.968750 Penalty: 2362.625488
	Iteration 3Q: 3 clusters Score -176583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -176602.515625 Penalty: 2362.625488
	Iteration 4Q: 3 clusters Score -176602.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176615.593750 Penalty: 2362.625488
	Iteration 5Q: 3 clusters Score -176615.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -176624.296875 Penalty: 2362.625488
	Iteration 6Q: 3 clusters Score -176624.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -176630.656250 Penalty: 2362.625488
	Iteration 7Q: 3 clusters Score -176630.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176635.750000 Penalty: 2362.625488
	Iteration 8Q: 3 clusters Score -176635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -176639.031250 Penalty: 2362.625488
	Iteration 9Q: 3 clusters Score -176639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -176641.859375 Penalty: 2362.625488
	Iteration 10Q: 3 clusters Score -176641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -176643.234375 Penalty: 2362.625488
	Iteration 11Q: 3 clusters Score -176643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -176643.234375 Penalty: 2362.625488
	Iteration 12F: 3 clusters Score -176643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Entering Unmasked Estep 
Score: -14128918.000000 Penalty: 1885.128418
	Iteration 0F: 2 clusters Score -1.412892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -14064236.000000 Penalty: 3770.256836
	Iteration 0F: 3 clusters Score -1.406424e+07 nChanged 52489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -14094740.000000 Penalty: 3770.256836
	Iteration 1F: 3 clusters Score -1.409474e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -14095723.000000 Penalty: 3770.256836
	Iteration 2Q: 3 clusters Score -1.409572e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -14097025.000000 Penalty: 3770.256836
	Iteration 3Q: 3 clusters Score -1.409702e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -14099339.000000 Penalty: 3770.256836
	Iteration 4F: 3 clusters Score -1.409934e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -14102786.000000 Penalty: 3770.256836
	Iteration 5F: 3 clusters Score -1.410279e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -14106768.000000 Penalty: 3770.256836
	Iteration 6F: 3 clusters Score -1.410677e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -14110285.000000 Penalty: 3770.256836
	Iteration 7F: 3 clusters Score -1.411028e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -14113013.000000 Penalty: 3770.256836
	Iteration 8F: 3 clusters Score -1.411301e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -14115037.000000 Penalty: 3770.256836
	Iteration 9Q: 3 clusters Score -1.411504e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -14116642.000000 Penalty: 3770.256836
	Iteration 10Q: 3 clusters Score -1.411664e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -14118129.000000 Penalty: 3770.256836
	Iteration 11Q: 3 clusters Score -1.411813e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93223 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -14119594.000000 Penalty: 3770.256836
	Iteration 12Q: 3 clusters Score -1.411959e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -14120823.000000 Penalty: 3770.256836
	Iteration 13Q: 3 clusters Score -1.412082e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -14122085.000000 Penalty: 3770.256836
	Iteration 14Q: 3 clusters Score -1.412208e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -14123153.000000 Penalty: 3770.256836
	Iteration 15Q: 3 clusters Score -1.412315e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -14124572.000000 Penalty: 3770.256836
	Iteration 16Q: 3 clusters Score -1.412457e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -14125793.000000 Penalty: 3770.256836
	Iteration 17Q: 3 clusters Score -1.412579e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -14126762.000000 Penalty: 3770.256836
	Iteration 18Q: 3 clusters Score -1.412676e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -14127328.000000 Penalty: 3770.256836
	Iteration 19Q: 3 clusters Score -1.412733e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -14127792.000000 Penalty: 3770.256836
	Iteration 20F: 3 clusters Score -1.412779e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106644 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -14127978.000000 Penalty: 3770.256836
	Iteration 21Q: 3 clusters Score -1.412798e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -14128108.000000 Penalty: 3770.256836
	Iteration 22Q: 3 clusters Score -1.412811e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -14128110.000000 Penalty: 3770.256836
	Iteration 23Q: 3 clusters Score -1.412811e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107436 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -14128195.000000 Penalty: 3770.256836
	Iteration 24Q: 3 clusters Score -1.41282e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107561 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -14128233.000000 Penalty: 3770.256836
	Iteration 25Q: 3 clusters Score -1.412823e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14128251.000000 Penalty: 3770.256836
	Iteration 26Q: 3 clusters Score -1.412825e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107714 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -14128246.000000 Penalty: 3770.256836
	Iteration 27Q: 3 clusters Score -1.412825e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -14128249.000000 Penalty: 3770.256836
	Iteration 28Q: 3 clusters Score -1.412825e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14128232.000000 Penalty: 3770.256836
	Iteration 29Q: 3 clusters Score -1.412823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -14128233.000000 Penalty: 3770.256836
	Iteration 30Q: 3 clusters Score -1.412823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -14128235.000000 Penalty: 3770.256836
	Iteration 31Q: 3 clusters Score -1.412824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -14128256.000000 Penalty: 3770.256836
	Iteration 32Q: 3 clusters Score -1.412826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14128248.000000 Penalty: 3770.256836
	Iteration 33Q: 3 clusters Score -1.412825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14128246.000000 Penalty: 3770.256836
	Iteration 34Q: 3 clusters Score -1.412825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14128234.000000 Penalty: 3770.256836
	Iteration 35Q: 3 clusters Score -1.412823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14128232.000000 Penalty: 3770.256836
	Iteration 36Q: 3 clusters Score -1.412823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -14128228.000000 Penalty: 3770.256836
	Iteration 37Q: 3 clusters Score -1.412823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -14128227.000000 Penalty: 3770.256836
	Iteration 38Q: 3 clusters Score -1.412823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -14128231.000000 Penalty: 3770.256836
	Iteration 39Q: 3 clusters Score -1.412823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14128225.000000 Penalty: 3770.256836
	Iteration 40F: 3 clusters Score -1.412822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14128224.000000 Penalty: 3770.256836
	Iteration 41Q: 3 clusters Score -1.412822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -14128208.000000 Penalty: 3770.256836
	Iteration 42Q: 3 clusters Score -1.412821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -14128206.000000 Penalty: 3770.256836
	Iteration 43Q: 3 clusters Score -1.412821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14128208.000000 Penalty: 3770.256836
	Iteration 44Q: 3 clusters Score -1.412821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14128210.000000 Penalty: 3770.256836
	Iteration 45Q: 3 clusters Score -1.412821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -14128202.000000 Penalty: 3770.256836
	Iteration 46Q: 3 clusters Score -1.41282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -14128200.000000 Penalty: 3770.256836
	Iteration 47Q: 3 clusters Score -1.41282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14128206.000000 Penalty: 3770.256836
	Iteration 48Q: 3 clusters Score -1.412821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107916 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14128198.000000 Penalty: 3770.256836
	Iteration 49Q: 3 clusters Score -1.41282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107916 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14128198.000000 Penalty: 3770.256836
	Iteration 50F: 3 clusters Score -1.41282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -35788.050781 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -35788.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34888.648438 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -34888.65 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35333.980469 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -35333.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35505.265625 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -35505.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -35601.085938 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -35601.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35653.191406 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -35653.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35700.089844 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -35700.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35721.382812 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -35721.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35746.027344 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -35746.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35750.492188 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -35750.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35750.492188 Penalty: 1961.531494
	Iteration 9F: 3 clusters Score -35750.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107243 members 
Entering Unmasked Estep 
Score: -13641223.000000 Penalty: 1882.213501
	Iteration 0F: 2 clusters Score -1.364122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -13570728.000000 Penalty: 3764.427002
	Iteration 0F: 3 clusters Score -1.357073e+07 nChanged 51135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -13600237.000000 Penalty: 3764.427002
	Iteration 1F: 3 clusters Score -1.360024e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -13601758.000000 Penalty: 3764.427002
	Iteration 2Q: 3 clusters Score -1.360176e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -13604165.000000 Penalty: 3764.427002
	Iteration 3Q: 3 clusters Score -1.360416e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -13607792.000000 Penalty: 3764.427002
	Iteration 4F: 3 clusters Score -1.360779e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -13613030.000000 Penalty: 3764.427002
	Iteration 5F: 3 clusters Score -1.361303e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -13618714.000000 Penalty: 3764.427002
	Iteration 6F: 3 clusters Score -1.361871e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -13623918.000000 Penalty: 3764.427002
	Iteration 7F: 3 clusters Score -1.362392e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -13627579.000000 Penalty: 3764.427002
	Iteration 8F: 3 clusters Score -1.362758e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -13629474.000000 Penalty: 3764.427002
	Iteration 9Q: 3 clusters Score -1.362947e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -13630456.000000 Penalty: 3764.427002
	Iteration 10Q: 3 clusters Score -1.363046e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -13631113.000000 Penalty: 3764.427002
	Iteration 11Q: 3 clusters Score -1.363111e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -13631545.000000 Penalty: 3764.427002
	Iteration 12Q: 3 clusters Score -1.363154e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -13631941.000000 Penalty: 3764.427002
	Iteration 13Q: 3 clusters Score -1.363194e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -13632300.000000 Penalty: 3764.427002
	Iteration 14Q: 3 clusters Score -1.36323e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -13632685.000000 Penalty: 3764.427002
	Iteration 15Q: 3 clusters Score -1.363268e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -13632981.000000 Penalty: 3764.427002
	Iteration 16Q: 3 clusters Score -1.363298e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -13633328.000000 Penalty: 3764.427002
	Iteration 17Q: 3 clusters Score -1.363333e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -13633686.000000 Penalty: 3764.427002
	Iteration 18Q: 3 clusters Score -1.363369e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -13634001.000000 Penalty: 3764.427002
	Iteration 19Q: 3 clusters Score -1.3634e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -13634340.000000 Penalty: 3764.427002
	Iteration 20F: 3 clusters Score -1.363434e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -13634670.000000 Penalty: 3764.427002
	Iteration 21Q: 3 clusters Score -1.363467e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -13635012.000000 Penalty: 3764.427002
	Iteration 22Q: 3 clusters Score -1.363501e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -13635451.000000 Penalty: 3764.427002
	Iteration 23Q: 3 clusters Score -1.363545e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -13635751.000000 Penalty: 3764.427002
	Iteration 24Q: 3 clusters Score -1.363575e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -13636129.000000 Penalty: 3764.427002
	Iteration 25Q: 3 clusters Score -1.363613e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 90946 members 
Entering Unmasked Estep 
Score: -13636395.000000 Penalty: 3764.427002
	Iteration 26Q: 3 clusters Score -1.36364e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -13636728.000000 Penalty: 3764.427002
	Iteration 27Q: 3 clusters Score -1.363673e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 92283 members 
Entering Unmasked Estep 
Score: -13636980.000000 Penalty: 3764.427002
	Iteration 28Q: 3 clusters Score -1.363698e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -13637203.000000 Penalty: 3764.427002
	Iteration 29Q: 3 clusters Score -1.36372e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -13637386.000000 Penalty: 3764.427002
	Iteration 30Q: 3 clusters Score -1.363739e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -13637598.000000 Penalty: 3764.427002
	Iteration 31Q: 3 clusters Score -1.36376e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -13637767.000000 Penalty: 3764.427002
	Iteration 32Q: 3 clusters Score -1.363777e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -13637881.000000 Penalty: 3764.427002
	Iteration 33Q: 3 clusters Score -1.363788e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -13637968.000000 Penalty: 3764.427002
	Iteration 34Q: 3 clusters Score -1.363797e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -13638113.000000 Penalty: 3764.427002
	Iteration 35Q: 3 clusters Score -1.363811e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -13638225.000000 Penalty: 3764.427002
	Iteration 36Q: 3 clusters Score -1.363822e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -13638379.000000 Penalty: 3764.427002
	Iteration 37Q: 3 clusters Score -1.363838e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -13638540.000000 Penalty: 3764.427002
	Iteration 38Q: 3 clusters Score -1.363854e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -13638660.000000 Penalty: 3764.427002
	Iteration 39Q: 3 clusters Score -1.363866e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -13638794.000000 Penalty: 3764.427002
	Iteration 40F: 3 clusters Score -1.363879e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -13638891.000000 Penalty: 3764.427002
	Iteration 41Q: 3 clusters Score -1.363889e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -13639058.000000 Penalty: 3764.427002
	Iteration 42Q: 3 clusters Score -1.363906e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -13639205.000000 Penalty: 3764.427002
	Iteration 43Q: 3 clusters Score -1.36392e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -13639357.000000 Penalty: 3764.427002
	Iteration 44Q: 3 clusters Score -1.363936e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -13639441.000000 Penalty: 3764.427002
	Iteration 45Q: 3 clusters Score -1.363944e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -13639521.000000 Penalty: 3764.427002
	Iteration 46Q: 3 clusters Score -1.363952e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -13639620.000000 Penalty: 3764.427002
	Iteration 47Q: 3 clusters Score -1.363962e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -13639724.000000 Penalty: 3764.427002
	Iteration 48Q: 3 clusters Score -1.363972e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -13639819.000000 Penalty: 3764.427002
	Iteration 49Q: 3 clusters Score -1.363982e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 102306 members 
Entering Unmasked Estep 
Score: -13639922.000000 Penalty: 3764.427002
	Iteration 50Q: 3 clusters Score -1.363992e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 102634 members 
Entering Unmasked Estep 
Score: -13639950.000000 Penalty: 3764.427002
	Iteration 51Q: 3 clusters Score -1.363995e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 102965 members 
Entering Unmasked Estep 
Score: -13639986.000000 Penalty: 3764.427002
	Iteration 52Q: 3 clusters Score -1.363999e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 103284 members 
Entering Unmasked Estep 
Score: -13640023.000000 Penalty: 3764.427002
	Iteration 53Q: 3 clusters Score -1.364002e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 103593 members 
Entering Unmasked Estep 
Score: -13640106.000000 Penalty: 3764.427002
	Iteration 54Q: 3 clusters Score -1.364011e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -13640116.000000 Penalty: 3764.427002
	Iteration 55Q: 3 clusters Score -1.364012e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -13640115.000000 Penalty: 3764.427002
	Iteration 56Q: 3 clusters Score -1.364012e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -13640118.000000 Penalty: 3764.427002
	Iteration 57Q: 3 clusters Score -1.364012e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -13640139.000000 Penalty: 3764.427002
	Iteration 58Q: 3 clusters Score -1.364014e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -13640149.000000 Penalty: 3764.427002
	Iteration 59Q: 3 clusters Score -1.364015e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -13640192.000000 Penalty: 3764.427002
	Iteration 60F: 3 clusters Score -1.364019e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
Score: -13640196.000000 Penalty: 3764.427002
	Iteration 61Q: 3 clusters Score -1.36402e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 105084 members 
Entering Unmasked Estep 
Score: -13640196.000000 Penalty: 3764.427002
	Iteration 62Q: 3 clusters Score -1.36402e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -13640204.000000 Penalty: 3764.427002
	Iteration 63Q: 3 clusters Score -1.36402e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 105298 members 
Entering Unmasked Estep 
Score: -13640195.000000 Penalty: 3764.427002
	Iteration 64Q: 3 clusters Score -1.36402e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -13640214.000000 Penalty: 3764.427002
	Iteration 65Q: 3 clusters Score -1.364021e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 105469 members 
Entering Unmasked Estep 
Score: -13640229.000000 Penalty: 3764.427002
	Iteration 66Q: 3 clusters Score -1.364023e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 105545 members 
Entering Unmasked Estep 
Score: -13640227.000000 Penalty: 3764.427002
	Iteration 67Q: 3 clusters Score -1.364023e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -13640225.000000 Penalty: 3764.427002
	Iteration 68Q: 3 clusters Score -1.364022e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 105665 members 
Entering Unmasked Estep 
Score: -13640215.000000 Penalty: 3764.427002
	Iteration 69Q: 3 clusters Score -1.364022e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -13640210.000000 Penalty: 3764.427002
	Iteration 70Q: 3 clusters Score -1.364021e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -13640222.000000 Penalty: 3764.427002
	Iteration 71Q: 3 clusters Score -1.364022e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -13640219.000000 Penalty: 3764.427002
	Iteration 72Q: 3 clusters Score -1.364022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -13640235.000000 Penalty: 3764.427002
	Iteration 73Q: 3 clusters Score -1.364024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 105873 members 
Entering Unmasked Estep 
Score: -13640236.000000 Penalty: 3764.427002
	Iteration 74Q: 3 clusters Score -1.364024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -13640252.000000 Penalty: 3764.427002
	Iteration 75Q: 3 clusters Score -1.364025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -13640253.000000 Penalty: 3764.427002
	Iteration 76Q: 3 clusters Score -1.364025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -13640259.000000 Penalty: 3764.427002
	Iteration 77Q: 3 clusters Score -1.364026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -13640259.000000 Penalty: 3764.427002
	Iteration 78Q: 3 clusters Score -1.364026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 105985 members 
Entering Unmasked Estep 
Score: -13640249.000000 Penalty: 3764.427002
	Iteration 79Q: 3 clusters Score -1.364025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 106003 members 
Entering Unmasked Estep 
Score: -13640243.000000 Penalty: 3764.427002
	Iteration 80F: 3 clusters Score -1.364024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -13640248.000000 Penalty: 3764.427002
	Iteration 81Q: 3 clusters Score -1.364025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -13640250.000000 Penalty: 3764.427002
	Iteration 82Q: 3 clusters Score -1.364025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 106036 members 
Entering Unmasked Estep 
Score: -13640241.000000 Penalty: 3764.427002
	Iteration 83Q: 3 clusters Score -1.364024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -13640228.000000 Penalty: 3764.427002
	Iteration 84Q: 3 clusters Score -1.364023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -13640223.000000 Penalty: 3764.427002
	Iteration 85Q: 3 clusters Score -1.364022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -13640232.000000 Penalty: 3764.427002
	Iteration 86Q: 3 clusters Score -1.364023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -13640230.000000 Penalty: 3764.427002
	Iteration 87Q: 3 clusters Score -1.364023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -13640241.000000 Penalty: 3764.427002
	Iteration 88Q: 3 clusters Score -1.364024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 106087 members 
Entering Unmasked Estep 
Score: -13640235.000000 Penalty: 3764.427002
	Iteration 89Q: 3 clusters Score -1.364024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -13640240.000000 Penalty: 3764.427002
	Iteration 90Q: 3 clusters Score -1.364024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 106104 members 
Entering Unmasked Estep 
Score: -13640225.000000 Penalty: 3764.427002
	Iteration 91Q: 3 clusters Score -1.364022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -13640234.000000 Penalty: 3764.427002
	Iteration 92Q: 3 clusters Score -1.364023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -13640233.000000 Penalty: 3764.427002
	Iteration 93Q: 3 clusters Score -1.364023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -13640240.000000 Penalty: 3764.427002
	Iteration 94Q: 3 clusters Score -1.364024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 106130 members 
Entering Unmasked Estep 
Score: -13640247.000000 Penalty: 3764.427002
	Iteration 95Q: 3 clusters Score -1.364025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 106137 members 
Entering Unmasked Estep 
Score: -13640243.000000 Penalty: 3764.427002
	Iteration 96Q: 3 clusters Score -1.364024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -13640233.000000 Penalty: 3764.427002
	Iteration 97Q: 3 clusters Score -1.364023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -13640226.000000 Penalty: 3764.427002
	Iteration 98Q: 3 clusters Score -1.364023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -13640230.000000 Penalty: 3764.427002
	Iteration 99Q: 3 clusters Score -1.364023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -13640231.000000 Penalty: 3764.427002
	Iteration 100F: 3 clusters Score -1.364023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -13640240.000000 Penalty: 3764.427002
	Iteration 101Q: 3 clusters Score -1.364024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -13640240.000000 Penalty: 3764.427002
	Iteration 102F: 3 clusters Score -1.364024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -55709.171875 Penalty: 1013.727783
	Iteration 0F: 2 clusters Score -55709.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54717.925781 Penalty: 2027.455566
	Iteration 0F: 3 clusters Score -54717.93 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55098.597656 Penalty: 2027.455566
	Iteration 1F: 3 clusters Score -55098.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55337.656250 Penalty: 2027.455566
	Iteration 2F: 3 clusters Score -55337.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55512.062500 Penalty: 2027.455566
	Iteration 3F: 3 clusters Score -55512.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55573.781250 Penalty: 2027.455566
	Iteration 4Q: 3 clusters Score -55573.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55612.453125 Penalty: 2027.455566
	Iteration 5Q: 3 clusters Score -55612.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55633.671875 Penalty: 2027.455566
	Iteration 6Q: 3 clusters Score -55633.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55643.652344 Penalty: 2027.455566
	Iteration 7Q: 3 clusters Score -55643.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55649.171875 Penalty: 2027.455566
	Iteration 8Q: 3 clusters Score -55649.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55649.171875 Penalty: 2027.455566
	Iteration 9F: 3 clusters Score -55649.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Entering Unmasked Estep 
Score: -2861398.000000 Penalty: 1630.316284
	Iteration 0F: 2 clusters Score -2861398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2845881.250000 Penalty: 3260.632568
	Iteration 0F: 3 clusters Score -2845881 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2851491.500000 Penalty: 3260.632568
	Iteration 1F: 3 clusters Score -2851492 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2851860.750000 Penalty: 3260.632568
	Iteration 2Q: 3 clusters Score -2851861 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2852239.000000 Penalty: 3260.632568
	Iteration 3Q: 3 clusters Score -2852239 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2852656.750000 Penalty: 3260.632568
	Iteration 4Q: 3 clusters Score -2852657 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2853160.250000 Penalty: 3260.632568
	Iteration 5Q: 3 clusters Score -2853160 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2853725.500000 Penalty: 3260.632568
	Iteration 6Q: 3 clusters Score -2853726 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2854367.750000 Penalty: 3260.632568
	Iteration 7Q: 3 clusters Score -2854368 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2855119.750000 Penalty: 3260.632568
	Iteration 8F: 3 clusters Score -2855120 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2855801.250000 Penalty: 3260.632568
	Iteration 9Q: 3 clusters Score -2855801 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2856409.000000 Penalty: 3260.632568
	Iteration 10Q: 3 clusters Score -2856409 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2856874.750000 Penalty: 3260.632568
	Iteration 11Q: 3 clusters Score -2856875 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2857244.000000 Penalty: 3260.632568
	Iteration 12Q: 3 clusters Score -2857244 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2857620.750000 Penalty: 3260.632568
	Iteration 13Q: 3 clusters Score -2857621 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2857976.500000 Penalty: 3260.632568
	Iteration 14Q: 3 clusters Score -2857976 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2858347.500000 Penalty: 3260.632568
	Iteration 15Q: 3 clusters Score -2858348 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2858697.000000 Penalty: 3260.632568
	Iteration 16Q: 3 clusters Score -2858697 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2858995.500000 Penalty: 3260.632568
	Iteration 17Q: 3 clusters Score -2858996 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2859277.750000 Penalty: 3260.632568
	Iteration 18Q: 3 clusters Score -2859278 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2859468.250000 Penalty: 3260.632568
	Iteration 19Q: 3 clusters Score -2859468 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2859603.500000 Penalty: 3260.632568
	Iteration 20F: 3 clusters Score -2859604 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2859689.000000 Penalty: 3260.632568
	Iteration 21Q: 3 clusters Score -2859689 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2859752.000000 Penalty: 3260.632568
	Iteration 22Q: 3 clusters Score -2859752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2859799.000000 Penalty: 3260.632568
	Iteration 23Q: 3 clusters Score -2859799 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2859834.500000 Penalty: 3260.632568
	Iteration 24Q: 3 clusters Score -2859834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2859864.250000 Penalty: 3260.632568
	Iteration 25Q: 3 clusters Score -2859864 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2859887.000000 Penalty: 3260.632568
	Iteration 26Q: 3 clusters Score -2859887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2859894.500000 Penalty: 3260.632568
	Iteration 27Q: 3 clusters Score -2859894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2859913.750000 Penalty: 3260.632568
	Iteration 28Q: 3 clusters Score -2859914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2859914.000000 Penalty: 3260.632568
	Iteration 29Q: 3 clusters Score -2859914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2859923.000000 Penalty: 3260.632568
	Iteration 30Q: 3 clusters Score -2859923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2859925.750000 Penalty: 3260.632568
	Iteration 31Q: 3 clusters Score -2859926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2859935.250000 Penalty: 3260.632568
	Iteration 32Q: 3 clusters Score -2859935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2859943.750000 Penalty: 3260.632568
	Iteration 33Q: 3 clusters Score -2859944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2859948.250000 Penalty: 3260.632568
	Iteration 34Q: 3 clusters Score -2859948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2859950.500000 Penalty: 3260.632568
	Iteration 35Q: 3 clusters Score -2859950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2859954.000000 Penalty: 3260.632568
	Iteration 36Q: 3 clusters Score -2859954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2859949.250000 Penalty: 3260.632568
	Iteration 37Q: 3 clusters Score -2859949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2859952.500000 Penalty: 3260.632568
	Iteration 38Q: 3 clusters Score -2859952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2859956.750000 Penalty: 3260.632568
	Iteration 39Q: 3 clusters Score -2859957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2859960.500000 Penalty: 3260.632568
	Iteration 40F: 3 clusters Score -2859960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2859962.250000 Penalty: 3260.632568
	Iteration 41Q: 3 clusters Score -2859962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2859969.500000 Penalty: 3260.632568
	Iteration 42Q: 3 clusters Score -2859970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2859965.250000 Penalty: 3260.632568
	Iteration 43Q: 3 clusters Score -2859965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2859974.000000 Penalty: 3260.632568
	Iteration 44Q: 3 clusters Score -2859974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2859976.500000 Penalty: 3260.632568
	Iteration 45Q: 3 clusters Score -2859976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2859974.750000 Penalty: 3260.632568
	Iteration 46Q: 3 clusters Score -2859975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2859983.500000 Penalty: 3260.632568
	Iteration 47Q: 3 clusters Score -2859984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2859982.250000 Penalty: 3260.632568
	Iteration 48Q: 3 clusters Score -2859982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2859982.250000 Penalty: 3260.632568
	Iteration 49F: 3 clusters Score -2859982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -442724.343750 Penalty: 1330.436157
	Iteration 0F: 2 clusters Score -442724.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -439644.562500 Penalty: 2660.872314
	Iteration 0F: 3 clusters Score -439644.6 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -440628.656250 Penalty: 2660.872314
	Iteration 1F: 3 clusters Score -440628.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -441083.593750 Penalty: 2660.872314
	Iteration 2F: 3 clusters Score -441083.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -441433.937500 Penalty: 2660.872314
	Iteration 3F: 3 clusters Score -441433.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -441694.500000 Penalty: 2660.872314
	Iteration 4F: 3 clusters Score -441694.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -441879.406250 Penalty: 2660.872314
	Iteration 5F: 3 clusters Score -441879.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -442011.781250 Penalty: 2660.872314
	Iteration 6Q: 3 clusters Score -442011.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -442104.843750 Penalty: 2660.872314
	Iteration 7Q: 3 clusters Score -442104.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -442144.781250 Penalty: 2660.872314
	Iteration 8Q: 3 clusters Score -442144.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -442160.593750 Penalty: 2660.872314
	Iteration 9Q: 3 clusters Score -442160.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -442167.031250 Penalty: 2660.872314
	Iteration 10Q: 3 clusters Score -442167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -442172.843750 Penalty: 2660.872314
	Iteration 11Q: 3 clusters Score -442172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -442178.343750 Penalty: 2660.872314
	Iteration 12Q: 3 clusters Score -442178.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -442181.312500 Penalty: 2660.872314
	Iteration 13Q: 3 clusters Score -442181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -442182.875000 Penalty: 2660.872314
	Iteration 14Q: 3 clusters Score -442182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -442183.625000 Penalty: 2660.872314
	Iteration 15Q: 3 clusters Score -442183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -442183.500000 Penalty: 2660.872314
	Iteration 16Q: 3 clusters Score -442183.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -442183.500000 Penalty: 2660.872314
	Iteration 17F: 3 clusters Score -442183.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -8771.176758 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -8771.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8048.339844 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -8048.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8321.554688 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -8321.555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8502.309570 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -8502.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8635.536133 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -8635.536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8693.976562 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -8693.977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8747.346680 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -8747.347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8794.649414 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -8794.649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8806.538086 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -8806.538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8818.286133 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -8818.286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8861.893555 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -8861.894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8880.828125 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -8880.828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8926.293945 Penalty: 1824.266602
	Iteration 11Q: 3 clusters Score -8926.294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8927.572266 Penalty: 1824.266602
	Iteration 12Q: 3 clusters Score -8927.572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8927.572266 Penalty: 1824.266602
	Iteration 13F: 3 clusters Score -8927.572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36750 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 104755 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109184 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107243 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22759 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 145 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 87052 members 
Mstep: Class 16 contains 47235 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
Score: -72809272.000000 Penalty: 40969.332031
Splitting cluster 12 changes total score from -72810344.000000 to -72809272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19167.984375 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19167.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18405.386719 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -18405.39 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18758.093750 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -18758.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19092.990234 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -19092.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19212.945312 Penalty: 1852.644165
	Iteration 3F: 3 clusters Score -19212.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19255.800781 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -19255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19272.300781 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -19272.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19274.527344 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -19274.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19285.371094 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -19285.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19285.371094 Penalty: 1852.644165
	Iteration 8F: 3 clusters Score -19285.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36750 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 104755 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109184 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107243 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22759 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 179 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 87052 members 
Mstep: Class 16 contains 47235 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 120 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
Score: -72809240.000000 Penalty: 40969.332031
Splitting cluster 13 changes total score from -72810344.000000 to -72809240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (25727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Entering Unmasked Estep 
Score: -3282895.250000 Penalty: 1650.235596
	Iteration 0F: 2 clusters Score -3282895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3265512.750000 Penalty: 3300.471191
	Iteration 0F: 3 clusters Score -3265513 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3271955.000000 Penalty: 3300.471191
	Iteration 1F: 3 clusters Score -3271955 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3272447.000000 Penalty: 3300.471191
	Iteration 2F: 3 clusters Score -3272447 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3272993.500000 Penalty: 3300.471191
	Iteration 3Q: 3 clusters Score -3272994 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3273701.500000 Penalty: 3300.471191
	Iteration 4F: 3 clusters Score -3273702 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3274654.250000 Penalty: 3300.471191
	Iteration 5F: 3 clusters Score -3274654 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3275890.000000 Penalty: 3300.471191
	Iteration 6F: 3 clusters Score -3275890 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3277175.000000 Penalty: 3300.471191
	Iteration 7F: 3 clusters Score -3277175 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3278364.500000 Penalty: 3300.471191
	Iteration 8F: 3 clusters Score -3278364 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3279247.250000 Penalty: 3300.471191
	Iteration 9Q: 3 clusters Score -3279247 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3279933.250000 Penalty: 3300.471191
	Iteration 10Q: 3 clusters Score -3279933 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3280359.750000 Penalty: 3300.471191
	Iteration 11Q: 3 clusters Score -3280360 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3280587.750000 Penalty: 3300.471191
	Iteration 12Q: 3 clusters Score -3280588 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3280756.500000 Penalty: 3300.471191
	Iteration 13Q: 3 clusters Score -3280756 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3280863.750000 Penalty: 3300.471191
	Iteration 14Q: 3 clusters Score -3280864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3280951.250000 Penalty: 3300.471191
	Iteration 15Q: 3 clusters Score -3280951 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3281042.000000 Penalty: 3300.471191
	Iteration 16Q: 3 clusters Score -3281042 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3281106.500000 Penalty: 3300.471191
	Iteration 17Q: 3 clusters Score -3281106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3281170.000000 Penalty: 3300.471191
	Iteration 18Q: 3 clusters Score -3281170 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3281215.000000 Penalty: 3300.471191
	Iteration 19Q: 3 clusters Score -3281215 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3281251.250000 Penalty: 3300.471191
	Iteration 20F: 3 clusters Score -3281251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3281302.500000 Penalty: 3300.471191
	Iteration 21Q: 3 clusters Score -3281302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3281346.250000 Penalty: 3300.471191
	Iteration 22Q: 3 clusters Score -3281346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3281372.000000 Penalty: 3300.471191
	Iteration 23Q: 3 clusters Score -3281372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3281402.250000 Penalty: 3300.471191
	Iteration 24Q: 3 clusters Score -3281402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3281424.250000 Penalty: 3300.471191
	Iteration 25Q: 3 clusters Score -3281424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3281443.250000 Penalty: 3300.471191
	Iteration 26Q: 3 clusters Score -3281443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3281463.250000 Penalty: 3300.471191
	Iteration 27Q: 3 clusters Score -3281463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3281477.750000 Penalty: 3300.471191
	Iteration 28Q: 3 clusters Score -3281478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3281483.500000 Penalty: 3300.471191
	Iteration 29Q: 3 clusters Score -3281484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3281493.000000 Penalty: 3300.471191
	Iteration 30Q: 3 clusters Score -3281493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3281497.750000 Penalty: 3300.471191
	Iteration 31Q: 3 clusters Score -3281498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3281507.750000 Penalty: 3300.471191
	Iteration 32Q: 3 clusters Score -3281508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3281514.250000 Penalty: 3300.471191
	Iteration 33Q: 3 clusters Score -3281514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3281516.000000 Penalty: 3300.471191
	Iteration 34Q: 3 clusters Score -3281516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3281519.250000 Penalty: 3300.471191
	Iteration 35Q: 3 clusters Score -3281519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3281516.500000 Penalty: 3300.471191
	Iteration 36Q: 3 clusters Score -3281516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3281523.500000 Penalty: 3300.471191
	Iteration 37Q: 3 clusters Score -3281524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3281518.000000 Penalty: 3300.471191
	Iteration 38Q: 3 clusters Score -3281518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3281519.500000 Penalty: 3300.471191
	Iteration 39Q: 3 clusters Score -3281520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3281520.500000 Penalty: 3300.471191
	Iteration 40F: 3 clusters Score -3281520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3281521.500000 Penalty: 3300.471191
	Iteration 41Q: 3 clusters Score -3281522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3281521.500000 Penalty: 3300.471191
	Iteration 42F: 3 clusters Score -3281522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Entering Unmasked Estep 
Score: -11067250.000000 Penalty: 1848.317383
	Iteration 0F: 2 clusters Score -1.106725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -11009455.000000 Penalty: 3696.634766
	Iteration 0F: 3 clusters Score -1.100946e+07 nChanged 41514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -11033785.000000 Penalty: 3696.634766
	Iteration 1F: 3 clusters Score -1.103378e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -11034570.000000 Penalty: 3696.634766
	Iteration 2Q: 3 clusters Score -1.103457e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -11035520.000000 Penalty: 3696.634766
	Iteration 3Q: 3 clusters Score -1.103552e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -11036862.000000 Penalty: 3696.634766
	Iteration 4Q: 3 clusters Score -1.103686e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -11038596.000000 Penalty: 3696.634766
	Iteration 5Q: 3 clusters Score -1.10386e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -11041029.000000 Penalty: 3696.634766
	Iteration 6F: 3 clusters Score -1.104103e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -11044373.000000 Penalty: 3696.634766
	Iteration 7F: 3 clusters Score -1.104437e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -11048513.000000 Penalty: 3696.634766
	Iteration 8F: 3 clusters Score -1.104851e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -11052579.000000 Penalty: 3696.634766
	Iteration 9F: 3 clusters Score -1.105258e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -11055655.000000 Penalty: 3696.634766
	Iteration 10Q: 3 clusters Score -1.105566e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -11057673.000000 Penalty: 3696.634766
	Iteration 11Q: 3 clusters Score -1.105767e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -11058992.000000 Penalty: 3696.634766
	Iteration 12Q: 3 clusters Score -1.105899e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -11059986.000000 Penalty: 3696.634766
	Iteration 13Q: 3 clusters Score -1.105999e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -11060835.000000 Penalty: 3696.634766
	Iteration 14Q: 3 clusters Score -1.106084e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -11061640.000000 Penalty: 3696.634766
	Iteration 15Q: 3 clusters Score -1.106164e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -11062386.000000 Penalty: 3696.634766
	Iteration 16Q: 3 clusters Score -1.106239e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -11062986.000000 Penalty: 3696.634766
	Iteration 17Q: 3 clusters Score -1.106299e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -11063506.000000 Penalty: 3696.634766
	Iteration 18Q: 3 clusters Score -1.106351e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -11063864.000000 Penalty: 3696.634766
	Iteration 19Q: 3 clusters Score -1.106386e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -11064222.000000 Penalty: 3696.634766
	Iteration 20F: 3 clusters Score -1.106422e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -11064537.000000 Penalty: 3696.634766
	Iteration 21Q: 3 clusters Score -1.106454e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11064789.000000 Penalty: 3696.634766
	Iteration 22Q: 3 clusters Score -1.106479e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -11064974.000000 Penalty: 3696.634766
	Iteration 23Q: 3 clusters Score -1.106497e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11065088.000000 Penalty: 3696.634766
	Iteration 24Q: 3 clusters Score -1.106509e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11065219.000000 Penalty: 3696.634766
	Iteration 25Q: 3 clusters Score -1.106522e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11065350.000000 Penalty: 3696.634766
	Iteration 26Q: 3 clusters Score -1.106535e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11065419.000000 Penalty: 3696.634766
	Iteration 27Q: 3 clusters Score -1.106542e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11065502.000000 Penalty: 3696.634766
	Iteration 28Q: 3 clusters Score -1.10655e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11065542.000000 Penalty: 3696.634766
	Iteration 29Q: 3 clusters Score -1.106554e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11065579.000000 Penalty: 3696.634766
	Iteration 30Q: 3 clusters Score -1.106558e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11065621.000000 Penalty: 3696.634766
	Iteration 31Q: 3 clusters Score -1.106562e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11065644.000000 Penalty: 3696.634766
	Iteration 32Q: 3 clusters Score -1.106564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11065669.000000 Penalty: 3696.634766
	Iteration 33Q: 3 clusters Score -1.106567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11065679.000000 Penalty: 3696.634766
	Iteration 34Q: 3 clusters Score -1.106568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11065690.000000 Penalty: 3696.634766
	Iteration 35Q: 3 clusters Score -1.106569e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11065713.000000 Penalty: 3696.634766
	Iteration 36Q: 3 clusters Score -1.106571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11065717.000000 Penalty: 3696.634766
	Iteration 37Q: 3 clusters Score -1.106572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11065719.000000 Penalty: 3696.634766
	Iteration 38Q: 3 clusters Score -1.106572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11065727.000000 Penalty: 3696.634766
	Iteration 39Q: 3 clusters Score -1.106573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11065737.000000 Penalty: 3696.634766
	Iteration 40F: 3 clusters Score -1.106574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11065741.000000 Penalty: 3696.634766
	Iteration 41Q: 3 clusters Score -1.106574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11065743.000000 Penalty: 3696.634766
	Iteration 42Q: 3 clusters Score -1.106574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11065749.000000 Penalty: 3696.634766
	Iteration 43Q: 3 clusters Score -1.106575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11065751.000000 Penalty: 3696.634766
	Iteration 44Q: 3 clusters Score -1.106575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11065754.000000 Penalty: 3696.634766
	Iteration 45Q: 3 clusters Score -1.106575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11065758.000000 Penalty: 3696.634766
	Iteration 46Q: 3 clusters Score -1.106576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11065758.000000 Penalty: 3696.634766
	Iteration 47F: 3 clusters Score -1.106576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Entering Unmasked Estep 
Score: -6066912.500000 Penalty: 1748.969727
	Iteration 0F: 2 clusters Score -6066912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -6035216.000000 Penalty: 3497.939453
	Iteration 0F: 3 clusters Score -6035216 nChanged 22158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -6047892.000000 Penalty: 3497.939453
	Iteration 1F: 3 clusters Score -6047892 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -6048515.500000 Penalty: 3497.939453
	Iteration 2Q: 3 clusters Score -6048516 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -6049633.000000 Penalty: 3497.939453
	Iteration 3Q: 3 clusters Score -6049633 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -6051367.500000 Penalty: 3497.939453
	Iteration 4F: 3 clusters Score -6051368 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -6054213.500000 Penalty: 3497.939453
	Iteration 5F: 3 clusters Score -6054214 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -6058045.500000 Penalty: 3497.939453
	Iteration 6F: 3 clusters Score -6058046 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -6061685.500000 Penalty: 3497.939453
	Iteration 7F: 3 clusters Score -6061686 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -6063895.000000 Penalty: 3497.939453
	Iteration 8Q: 3 clusters Score -6063895 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6064806.500000 Penalty: 3497.939453
	Iteration 9Q: 3 clusters Score -6064806 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -6065132.000000 Penalty: 3497.939453
	Iteration 10Q: 3 clusters Score -6065132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -6065230.000000 Penalty: 3497.939453
	Iteration 11Q: 3 clusters Score -6065230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -6065291.500000 Penalty: 3497.939453
	Iteration 12Q: 3 clusters Score -6065292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -6065317.000000 Penalty: 3497.939453
	Iteration 13Q: 3 clusters Score -6065317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -6065332.500000 Penalty: 3497.939453
	Iteration 14Q: 3 clusters Score -6065332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -6065345.000000 Penalty: 3497.939453
	Iteration 15Q: 3 clusters Score -6065345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6065352.500000 Penalty: 3497.939453
	Iteration 16Q: 3 clusters Score -6065352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6065352.000000 Penalty: 3497.939453
	Iteration 17Q: 3 clusters Score -6065352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6065352.000000 Penalty: 3497.939453
	Iteration 18F: 3 clusters Score -6065352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -410632.468750 Penalty: 1309.889038
	Iteration 0F: 2 clusters Score -410632.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -407792.656250 Penalty: 2619.778076
	Iteration 0F: 3 clusters Score -407792.7 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -408440.968750 Penalty: 2619.778076
	Iteration 1F: 3 clusters Score -408441 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -408568.875000 Penalty: 2619.778076
	Iteration 2F: 3 clusters Score -408568.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -408660.156250 Penalty: 2619.778076
	Iteration 3Q: 3 clusters Score -408660.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -408721.531250 Penalty: 2619.778076
	Iteration 4Q: 3 clusters Score -408721.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -408774.750000 Penalty: 2619.778076
	Iteration 5Q: 3 clusters Score -408774.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -408810.437500 Penalty: 2619.778076
	Iteration 6Q: 3 clusters Score -408810.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -408834.281250 Penalty: 2619.778076
	Iteration 7Q: 3 clusters Score -408834.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -408853.250000 Penalty: 2619.778076
	Iteration 8Q: 3 clusters Score -408853.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -408870.562500 Penalty: 2619.778076
	Iteration 9Q: 3 clusters Score -408870.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -408884.593750 Penalty: 2619.778076
	Iteration 10Q: 3 clusters Score -408884.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -408897.187500 Penalty: 2619.778076
	Iteration 11Q: 3 clusters Score -408897.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -408909.343750 Penalty: 2619.778076
	Iteration 12Q: 3 clusters Score -408909.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -408924.968750 Penalty: 2619.778076
	Iteration 13Q: 3 clusters Score -408925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -408936.000000 Penalty: 2619.778076
	Iteration 14Q: 3 clusters Score -408936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -408945.656250 Penalty: 2619.778076
	Iteration 15Q: 3 clusters Score -408945.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -408956.187500 Penalty: 2619.778076
	Iteration 16Q: 3 clusters Score -408956.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -408966.687500 Penalty: 2619.778076
	Iteration 17Q: 3 clusters Score -408966.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -408978.312500 Penalty: 2619.778076
	Iteration 18Q: 3 clusters Score -408978.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -408994.500000 Penalty: 2619.778076
	Iteration 19Q: 3 clusters Score -408994.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -409004.500000 Penalty: 2619.778076
	Iteration 20F: 3 clusters Score -409004.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -409019.000000 Penalty: 2619.778076
	Iteration 21Q: 3 clusters Score -409019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -409033.500000 Penalty: 2619.778076
	Iteration 22Q: 3 clusters Score -409033.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -409056.031250 Penalty: 2619.778076
	Iteration 23Q: 3 clusters Score -409056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -409084.187500 Penalty: 2619.778076
	Iteration 24Q: 3 clusters Score -409084.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -409120.687500 Penalty: 2619.778076
	Iteration 25Q: 3 clusters Score -409120.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -409158.312500 Penalty: 2619.778076
	Iteration 26Q: 3 clusters Score -409158.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -409203.718750 Penalty: 2619.778076
	Iteration 27Q: 3 clusters Score -409203.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -409256.125000 Penalty: 2619.778076
	Iteration 28Q: 3 clusters Score -409256.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -409319.343750 Penalty: 2619.778076
	Iteration 29Q: 3 clusters Score -409319.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -409382.750000 Penalty: 2619.778076
	Iteration 30Q: 3 clusters Score -409382.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -409439.031250 Penalty: 2619.778076
	Iteration 31Q: 3 clusters Score -409439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -409486.843750 Penalty: 2619.778076
	Iteration 32Q: 3 clusters Score -409486.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -409525.250000 Penalty: 2619.778076
	Iteration 33Q: 3 clusters Score -409525.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -409565.812500 Penalty: 2619.778076
	Iteration 34Q: 3 clusters Score -409565.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -409597.968750 Penalty: 2619.778076
	Iteration 35Q: 3 clusters Score -409598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -409615.000000 Penalty: 2619.778076
	Iteration 36Q: 3 clusters Score -409615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -409628.125000 Penalty: 2619.778076
	Iteration 37Q: 3 clusters Score -409628.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -409638.468750 Penalty: 2619.778076
	Iteration 38Q: 3 clusters Score -409638.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -409646.062500 Penalty: 2619.778076
	Iteration 39Q: 3 clusters Score -409646.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -409653.750000 Penalty: 2619.778076
	Iteration 40F: 3 clusters Score -409653.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -409664.500000 Penalty: 2619.778076
	Iteration 41Q: 3 clusters Score -409664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -409667.937500 Penalty: 2619.778076
	Iteration 42Q: 3 clusters Score -409667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -409672.812500 Penalty: 2619.778076
	Iteration 43Q: 3 clusters Score -409672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -409675.687500 Penalty: 2619.778076
	Iteration 44Q: 3 clusters Score -409675.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -409678.468750 Penalty: 2619.778076
	Iteration 45Q: 3 clusters Score -409678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -409678.406250 Penalty: 2619.778076
	Iteration 46Q: 3 clusters Score -409678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -409679.718750 Penalty: 2619.778076
	Iteration 47Q: 3 clusters Score -409679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -409680.156250 Penalty: 2619.778076
	Iteration 48Q: 3 clusters Score -409680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -409680.531250 Penalty: 2619.778076
	Iteration 49Q: 3 clusters Score -409680.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -409681.968750 Penalty: 2619.778076
	Iteration 50Q: 3 clusters Score -409682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -409683.031250 Penalty: 2619.778076
	Iteration 51Q: 3 clusters Score -409683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -409686.187500 Penalty: 2619.778076
	Iteration 52Q: 3 clusters Score -409686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -409687.812500 Penalty: 2619.778076
	Iteration 53Q: 3 clusters Score -409687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -409689.656250 Penalty: 2619.778076
	Iteration 54Q: 3 clusters Score -409689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -409691.062500 Penalty: 2619.778076
	Iteration 55Q: 3 clusters Score -409691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -409691.062500 Penalty: 2619.778076
	Iteration 56F: 3 clusters Score -409691.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -255189.109375 Penalty: 1239.317627
	Iteration 0F: 2 clusters Score -255189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253088.984375 Penalty: 2478.635254
	Iteration 0F: 3 clusters Score -253089 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -253549.718750 Penalty: 2478.635254
	Iteration 1F: 3 clusters Score -253549.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -253653.062500 Penalty: 2478.635254
	Iteration 2F: 3 clusters Score -253653.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -253726.750000 Penalty: 2478.635254
	Iteration 3Q: 3 clusters Score -253726.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -253751.484375 Penalty: 2478.635254
	Iteration 4Q: 3 clusters Score -253751.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -253769.750000 Penalty: 2478.635254
	Iteration 5Q: 3 clusters Score -253769.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -253784.328125 Penalty: 2478.635254
	Iteration 6Q: 3 clusters Score -253784.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -253801.859375 Penalty: 2478.635254
	Iteration 7Q: 3 clusters Score -253801.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -253814.281250 Penalty: 2478.635254
	Iteration 8Q: 3 clusters Score -253814.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -253822.156250 Penalty: 2478.635254
	Iteration 9Q: 3 clusters Score -253822.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -253830.421875 Penalty: 2478.635254
	Iteration 10Q: 3 clusters Score -253830.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -253840.828125 Penalty: 2478.635254
	Iteration 11Q: 3 clusters Score -253840.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -253849.015625 Penalty: 2478.635254
	Iteration 12Q: 3 clusters Score -253849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -253856.609375 Penalty: 2478.635254
	Iteration 13Q: 3 clusters Score -253856.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -253864.109375 Penalty: 2478.635254
	Iteration 14Q: 3 clusters Score -253864.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -253870.750000 Penalty: 2478.635254
	Iteration 15Q: 3 clusters Score -253870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -253875.515625 Penalty: 2478.635254
	Iteration 16Q: 3 clusters Score -253875.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -253879.859375 Penalty: 2478.635254
	Iteration 17Q: 3 clusters Score -253879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -253884.500000 Penalty: 2478.635254
	Iteration 18Q: 3 clusters Score -253884.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -253887.484375 Penalty: 2478.635254
	Iteration 19Q: 3 clusters Score -253887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -253890.953125 Penalty: 2478.635254
	Iteration 20F: 3 clusters Score -253891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -253893.078125 Penalty: 2478.635254
	Iteration 21Q: 3 clusters Score -253893.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -253894.828125 Penalty: 2478.635254
	Iteration 22Q: 3 clusters Score -253894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -253895.875000 Penalty: 2478.635254
	Iteration 23Q: 3 clusters Score -253895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -253895.875000 Penalty: 2478.635254
	Iteration 24F: 3 clusters Score -253895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36750 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 104755 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109184 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107243 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22759 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 87052 members 
Mstep: Class 16 contains 47235 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810336.000000 Penalty: 38813.050781
Iteration 399Q: 19 clusters Score -7.281034e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36791 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 104762 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109182 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107228 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22761 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 87014 members 
Mstep: Class 16 contains 47235 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810360.000000 Penalty: 38813.050781
Iteration 400F: 19 clusters Score -7.281036e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36854 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 104766 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109182 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107204 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22757 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25729 members 
Mstep: Class 15 contains 86967 members 
Mstep: Class 16 contains 47236 members 
Mstep: Class 17 contains 3176 members 
Mstep: Class 19 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810328.000000 Penalty: 38813.050781
Iteration 401Q: 19 clusters Score -7.281033e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36921 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 104761 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 109176 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107179 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22756 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25728 members 
Mstep: Class 15 contains 86925 members 
Mstep: Class 16 contains 47245 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 19 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810360.000000 Penalty: 38813.050781
Iteration 402Q: 19 clusters Score -7.281036e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36988 members 
Mstep: Class 3 contains 25968 members 
Mstep: Class 4 contains 104765 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109171 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107150 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22754 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25725 members 
Mstep: Class 15 contains 86885 members 
Mstep: Class 16 contains 47243 members 
Mstep: Class 17 contains 3183 members 
Mstep: Class 19 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810384.000000 Penalty: 38813.050781
Iteration 403Q: 19 clusters Score -7.281038e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37041 members 
Mstep: Class 3 contains 25975 members 
Mstep: Class 4 contains 104768 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 109170 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107098 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22750 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25729 members 
Mstep: Class 15 contains 86851 members 
Mstep: Class 16 contains 47252 members 
Mstep: Class 17 contains 3195 members 
Mstep: Class 19 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810384.000000 Penalty: 38813.050781
Iteration 404Q: 19 clusters Score -7.281038e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37088 members 
Mstep: Class 3 contains 25983 members 
Mstep: Class 4 contains 104767 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109164 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107071 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22751 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25725 members 
Mstep: Class 15 contains 86814 members 
Mstep: Class 16 contains 47266 members 
Mstep: Class 17 contains 3201 members 
Mstep: Class 19 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810440.000000 Penalty: 38813.050781
Iteration 405Q: 19 clusters Score -7.281044e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37143 members 
Mstep: Class 3 contains 25989 members 
Mstep: Class 4 contains 104771 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109164 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107043 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22745 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25722 members 
Mstep: Class 15 contains 86774 members 
Mstep: Class 16 contains 47266 members 
Mstep: Class 17 contains 3212 members 
Mstep: Class 19 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810440.000000 Penalty: 38813.050781
Iteration 406Q: 19 clusters Score -7.281044e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37205 members 
Mstep: Class 3 contains 25996 members 
Mstep: Class 4 contains 104781 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109160 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 107020 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22738 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25714 members 
Mstep: Class 15 contains 86732 members 
Mstep: Class 16 contains 47257 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 19 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810432.000000 Penalty: 38813.050781
Iteration 407Q: 19 clusters Score -7.281043e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37249 members 
Mstep: Class 3 contains 26004 members 
Mstep: Class 4 contains 104792 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109156 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106985 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22736 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25713 members 
Mstep: Class 15 contains 86700 members 
Mstep: Class 16 contains 47255 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 19 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810448.000000 Penalty: 38813.050781
Iteration 408Q: 19 clusters Score -7.281045e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37303 members 
Mstep: Class 3 contains 26010 members 
Mstep: Class 4 contains 104797 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109151 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106964 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22733 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 86663 members 
Mstep: Class 16 contains 47248 members 
Mstep: Class 17 contains 3248 members 
Mstep: Class 19 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810416.000000 Penalty: 38813.050781
Iteration 409Q: 19 clusters Score -7.281042e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37341 members 
Mstep: Class 3 contains 26019 members 
Mstep: Class 4 contains 104792 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109151 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106950 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22729 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25711 members 
Mstep: Class 15 contains 86633 members 
Mstep: Class 16 contains 47246 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 19 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810392.000000 Penalty: 38813.050781
Iteration 410Q: 19 clusters Score -7.281039e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37370 members 
Mstep: Class 3 contains 26027 members 
Mstep: Class 4 contains 104800 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 109150 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106940 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22728 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 86601 members 
Mstep: Class 16 contains 47241 members 
Mstep: Class 17 contains 3262 members 
Mstep: Class 19 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810384.000000 Penalty: 38813.050781
Iteration 411Q: 19 clusters Score -7.281038e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37406 members 
Mstep: Class 3 contains 26032 members 
Mstep: Class 4 contains 104809 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109149 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106930 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22729 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25716 members 
Mstep: Class 15 contains 86552 members 
Mstep: Class 16 contains 47235 members 
Mstep: Class 17 contains 3272 members 
Mstep: Class 19 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810448.000000 Penalty: 38813.050781
Iteration 412Q: 19 clusters Score -7.281045e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37439 members 
Mstep: Class 3 contains 26036 members 
Mstep: Class 4 contains 104821 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 109147 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106909 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22728 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25720 members 
Mstep: Class 15 contains 86525 members 
Mstep: Class 16 contains 47232 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 19 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810480.000000 Penalty: 38813.050781
Iteration 413Q: 19 clusters Score -7.281048e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37485 members 
Mstep: Class 3 contains 26041 members 
Mstep: Class 4 contains 104830 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 109144 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106900 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22720 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25721 members 
Mstep: Class 15 contains 86485 members 
Mstep: Class 16 contains 47228 members 
Mstep: Class 17 contains 3278 members 
Mstep: Class 19 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810416.000000 Penalty: 38813.050781
Iteration 414Q: 19 clusters Score -7.281042e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37518 members 
Mstep: Class 3 contains 26049 members 
Mstep: Class 4 contains 104852 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 109143 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106886 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22713 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25724 members 
Mstep: Class 15 contains 86443 members 
Mstep: Class 16 contains 47227 members 
Mstep: Class 17 contains 3278 members 
Mstep: Class 19 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810360.000000 Penalty: 38813.050781
Iteration 415Q: 19 clusters Score -7.281036e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37579 members 
Mstep: Class 3 contains 26047 members 
Mstep: Class 4 contains 104857 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 109139 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106870 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22706 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25723 members 
Mstep: Class 15 contains 86401 members 
Mstep: Class 16 contains 47228 members 
Mstep: Class 17 contains 3284 members 
Mstep: Class 19 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810328.000000 Penalty: 38813.050781
Iteration 416Q: 19 clusters Score -7.281033e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37634 members 
Mstep: Class 3 contains 26050 members 
Mstep: Class 4 contains 104869 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 109131 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106841 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22705 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25722 members 
Mstep: Class 15 contains 86368 members 
Mstep: Class 16 contains 47230 members 
Mstep: Class 17 contains 3286 members 
Mstep: Class 19 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810400.000000 Penalty: 38813.050781
Iteration 417Q: 19 clusters Score -7.28104e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37658 members 
Mstep: Class 3 contains 26057 members 
Mstep: Class 4 contains 104880 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 109125 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106819 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22704 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25726 members 
Mstep: Class 15 contains 86344 members 
Mstep: Class 16 contains 47231 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 19 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810440.000000 Penalty: 38813.050781
Iteration 418Q: 19 clusters Score -7.281044e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37693 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 104886 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109122 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106799 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22703 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25732 members 
Mstep: Class 15 contains 86309 members 
Mstep: Class 16 contains 47232 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 19 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810472.000000 Penalty: 38813.050781
Iteration 419Q: 19 clusters Score -7.281047e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37730 members 
Mstep: Class 3 contains 26070 members 
Mstep: Class 4 contains 104891 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109115 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106790 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22704 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25734 members 
Mstep: Class 15 contains 86274 members 
Mstep: Class 16 contains 47231 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 19 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810544.000000 Penalty: 38813.050781
Iteration 420F: 19 clusters Score -7.281054e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 26079 members 
Mstep: Class 4 contains 104898 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109109 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106771 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22706 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25735 members 
Mstep: Class 15 contains 86239 members 
Mstep: Class 16 contains 47238 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 19 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810560.000000 Penalty: 38813.050781
Iteration 421Q: 19 clusters Score -7.281056e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37806 members 
Mstep: Class 3 contains 26084 members 
Mstep: Class 4 contains 104903 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109098 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106739 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22706 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25737 members 
Mstep: Class 15 contains 86225 members 
Mstep: Class 16 contains 47237 members 
Mstep: Class 17 contains 3303 members 
Mstep: Class 19 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810648.000000 Penalty: 38813.050781
Iteration 422Q: 19 clusters Score -7.281065e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37844 members 
Mstep: Class 3 contains 26088 members 
Mstep: Class 4 contains 104903 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 109088 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106724 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22703 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25738 members 
Mstep: Class 15 contains 86214 members 
Mstep: Class 16 contains 47235 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 19 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810656.000000 Penalty: 38813.050781
Iteration 423Q: 19 clusters Score -7.281066e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37895 members 
Mstep: Class 3 contains 26085 members 
Mstep: Class 4 contains 104895 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 109083 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106702 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22710 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25740 members 
Mstep: Class 15 contains 86201 members 
Mstep: Class 16 contains 47228 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 19 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810520.000000 Penalty: 38813.050781
Iteration 424Q: 19 clusters Score -7.281052e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37938 members 
Mstep: Class 3 contains 26085 members 
Mstep: Class 4 contains 104884 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 109077 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106697 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25744 members 
Mstep: Class 15 contains 86181 members 
Mstep: Class 16 contains 47222 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 19 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810536.000000 Penalty: 38813.050781
Iteration 425Q: 19 clusters Score -7.281054e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37974 members 
Mstep: Class 3 contains 26091 members 
Mstep: Class 4 contains 104877 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109073 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106684 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25746 members 
Mstep: Class 15 contains 86166 members 
Mstep: Class 16 contains 47217 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 19 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810528.000000 Penalty: 38813.050781
Iteration 426Q: 19 clusters Score -7.281053e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38012 members 
Mstep: Class 3 contains 26101 members 
Mstep: Class 4 contains 104873 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109071 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106671 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22709 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25752 members 
Mstep: Class 15 contains 86137 members 
Mstep: Class 16 contains 47210 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 19 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810408.000000 Penalty: 38813.050781
Iteration 427Q: 19 clusters Score -7.281041e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38056 members 
Mstep: Class 3 contains 26105 members 
Mstep: Class 4 contains 104854 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109068 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106658 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25757 members 
Mstep: Class 15 contains 86113 members 
Mstep: Class 16 contains 47217 members 
Mstep: Class 17 contains 3303 members 
Mstep: Class 19 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810408.000000 Penalty: 38813.050781
Iteration 428Q: 19 clusters Score -7.281041e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38092 members 
Mstep: Class 3 contains 26110 members 
Mstep: Class 4 contains 104845 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109067 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106650 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22704 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25758 members 
Mstep: Class 15 contains 86103 members 
Mstep: Class 16 contains 47209 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 19 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810488.000000 Penalty: 38813.050781
Iteration 429Q: 19 clusters Score -7.281049e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38118 members 
Mstep: Class 3 contains 26116 members 
Mstep: Class 4 contains 104845 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109068 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106633 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22703 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25764 members 
Mstep: Class 15 contains 86090 members 
Mstep: Class 16 contains 47203 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 19 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810488.000000 Penalty: 38813.050781
Iteration 430Q: 19 clusters Score -7.281049e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38148 members 
Mstep: Class 3 contains 26122 members 
Mstep: Class 4 contains 104845 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109069 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106620 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22700 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25767 members 
Mstep: Class 15 contains 86072 members 
Mstep: Class 16 contains 47197 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 19 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810472.000000 Penalty: 38813.050781
Iteration 431Q: 19 clusters Score -7.281047e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38166 members 
Mstep: Class 3 contains 26133 members 
Mstep: Class 4 contains 104841 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109070 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106610 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22700 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25767 members 
Mstep: Class 15 contains 86067 members 
Mstep: Class 16 contains 47188 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 19 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810520.000000 Penalty: 38813.050781
Iteration 432Q: 19 clusters Score -7.281052e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38192 members 
Mstep: Class 3 contains 26143 members 
Mstep: Class 4 contains 104844 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109074 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106609 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22693 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25770 members 
Mstep: Class 15 contains 86041 members 
Mstep: Class 16 contains 47178 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 19 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810440.000000 Penalty: 38813.050781
Iteration 433Q: 19 clusters Score -7.281044e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38213 members 
Mstep: Class 3 contains 26147 members 
Mstep: Class 4 contains 104852 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109072 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106603 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22682 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25776 members 
Mstep: Class 15 contains 86026 members 
Mstep: Class 16 contains 47171 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 19 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810536.000000 Penalty: 38813.050781
Iteration 434Q: 19 clusters Score -7.281054e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38235 members 
Mstep: Class 3 contains 26147 members 
Mstep: Class 4 contains 104849 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 109072 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106598 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22674 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25777 members 
Mstep: Class 15 contains 86019 members 
Mstep: Class 16 contains 47170 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 19 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810552.000000 Penalty: 38813.050781
Iteration 435Q: 19 clusters Score -7.281055e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38256 members 
Mstep: Class 3 contains 26151 members 
Mstep: Class 4 contains 104843 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109073 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106594 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22668 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25781 members 
Mstep: Class 15 contains 86006 members 
Mstep: Class 16 contains 47169 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 19 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810648.000000 Penalty: 38813.050781
Iteration 436Q: 19 clusters Score -7.281065e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38269 members 
Mstep: Class 3 contains 26156 members 
Mstep: Class 4 contains 104843 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109073 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106594 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22657 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25785 members 
Mstep: Class 15 contains 85997 members 
Mstep: Class 16 contains 47168 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 19 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810648.000000 Penalty: 38813.050781
Iteration 437Q: 19 clusters Score -7.281065e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38285 members 
Mstep: Class 3 contains 26159 members 
Mstep: Class 4 contains 104849 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109074 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106590 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22650 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25787 members 
Mstep: Class 15 contains 85984 members 
Mstep: Class 16 contains 47165 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 19 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810664.000000 Penalty: 38813.050781
Iteration 438Q: 19 clusters Score -7.281066e+07 nChanged 84
Entering ConstructFrom: 
Score: -72810664.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -75805.039062 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -75805.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74627.531250 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -74627.53 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75028.593750 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -75028.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75235.320312 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -75235.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75480.343750 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -75480.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75803.125000 Penalty: 2150.221191
	Iteration 4F: 3 clusters Score -75803.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75950.531250 Penalty: 2150.221191
	Iteration 5F: 3 clusters Score -75950.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -76022.960938 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -76022.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76048.179688 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -76048.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76051.726562 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -76051.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76054.414062 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -76054.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76054.414062 Penalty: 2150.221191
	Iteration 10F: 3 clusters Score -76054.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38303 members 
Mstep: Class 3 contains 26166 members 
Mstep: Class 4 contains 104845 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109074 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 106587 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22649 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25789 members 
Mstep: Class 15 contains 85969 members 
Mstep: Class 16 contains 47160 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 19 contains 2037 members 
Entering Unmasked Estep 
Score: -72809872.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72810664.000000 to -72809872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (38303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Entering Unmasked Estep 
Score: -4958993.500000 Penalty: 1714.908569
	Iteration 0F: 2 clusters Score -4958994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4933339.500000 Penalty: 3429.817139
	Iteration 0F: 3 clusters Score -4933340 nChanged 17767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4943159.500000 Penalty: 3429.817139
	Iteration 1F: 3 clusters Score -4943160 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -4943599.000000 Penalty: 3429.817139
	Iteration 2Q: 3 clusters Score -4943599 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4944056.500000 Penalty: 3429.817139
	Iteration 3Q: 3 clusters Score -4944056 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -4944594.500000 Penalty: 3429.817139
	Iteration 4Q: 3 clusters Score -4944594 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4945257.500000 Penalty: 3429.817139
	Iteration 5Q: 3 clusters Score -4945258 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4946244.000000 Penalty: 3429.817139
	Iteration 6Q: 3 clusters Score -4946244 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4947743.500000 Penalty: 3429.817139
	Iteration 7F: 3 clusters Score -4947744 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4949649.500000 Penalty: 3429.817139
	Iteration 8F: 3 clusters Score -4949650 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4951648.000000 Penalty: 3429.817139
	Iteration 9F: 3 clusters Score -4951648 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4952904.500000 Penalty: 3429.817139
	Iteration 10Q: 3 clusters Score -4952904 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4953555.000000 Penalty: 3429.817139
	Iteration 11Q: 3 clusters Score -4953555 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4953886.000000 Penalty: 3429.817139
	Iteration 12Q: 3 clusters Score -4953886 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4954122.000000 Penalty: 3429.817139
	Iteration 13Q: 3 clusters Score -4954122 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -4954312.000000 Penalty: 3429.817139
	Iteration 14Q: 3 clusters Score -4954312 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4954508.000000 Penalty: 3429.817139
	Iteration 15Q: 3 clusters Score -4954508 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4954675.500000 Penalty: 3429.817139
	Iteration 16Q: 3 clusters Score -4954676 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4954858.000000 Penalty: 3429.817139
	Iteration 17Q: 3 clusters Score -4954858 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -4955004.000000 Penalty: 3429.817139
	Iteration 18Q: 3 clusters Score -4955004 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -4955126.000000 Penalty: 3429.817139
	Iteration 19Q: 3 clusters Score -4955126 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -4955251.500000 Penalty: 3429.817139
	Iteration 20F: 3 clusters Score -4955252 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -4955313.000000 Penalty: 3429.817139
	Iteration 21Q: 3 clusters Score -4955313 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -4955387.000000 Penalty: 3429.817139
	Iteration 22Q: 3 clusters Score -4955387 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -4955474.000000 Penalty: 3429.817139
	Iteration 23Q: 3 clusters Score -4955474 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -4955534.000000 Penalty: 3429.817139
	Iteration 24Q: 3 clusters Score -4955534 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -4955606.500000 Penalty: 3429.817139
	Iteration 25Q: 3 clusters Score -4955606 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4955680.000000 Penalty: 3429.817139
	Iteration 26Q: 3 clusters Score -4955680 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4955740.500000 Penalty: 3429.817139
	Iteration 27Q: 3 clusters Score -4955740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -4955798.000000 Penalty: 3429.817139
	Iteration 28Q: 3 clusters Score -4955798 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4955855.500000 Penalty: 3429.817139
	Iteration 29Q: 3 clusters Score -4955856 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4955922.500000 Penalty: 3429.817139
	Iteration 30Q: 3 clusters Score -4955922 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -4956008.000000 Penalty: 3429.817139
	Iteration 31Q: 3 clusters Score -4956008 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -4956059.000000 Penalty: 3429.817139
	Iteration 32Q: 3 clusters Score -4956059 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -4956122.000000 Penalty: 3429.817139
	Iteration 33Q: 3 clusters Score -4956122 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4956180.000000 Penalty: 3429.817139
	Iteration 34Q: 3 clusters Score -4956180 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4956263.000000 Penalty: 3429.817139
	Iteration 35Q: 3 clusters Score -4956263 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4956328.000000 Penalty: 3429.817139
	Iteration 36Q: 3 clusters Score -4956328 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4956378.000000 Penalty: 3429.817139
	Iteration 37Q: 3 clusters Score -4956378 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4956459.000000 Penalty: 3429.817139
	Iteration 38Q: 3 clusters Score -4956459 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4956536.000000 Penalty: 3429.817139
	Iteration 39Q: 3 clusters Score -4956536 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4956613.500000 Penalty: 3429.817139
	Iteration 40F: 3 clusters Score -4956614 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4956703.000000 Penalty: 3429.817139
	Iteration 41Q: 3 clusters Score -4956703 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4956785.500000 Penalty: 3429.817139
	Iteration 42Q: 3 clusters Score -4956786 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4956839.500000 Penalty: 3429.817139
	Iteration 43Q: 3 clusters Score -4956840 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4956916.000000 Penalty: 3429.817139
	Iteration 44Q: 3 clusters Score -4956916 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4956988.500000 Penalty: 3429.817139
	Iteration 45Q: 3 clusters Score -4956988 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4957056.000000 Penalty: 3429.817139
	Iteration 46Q: 3 clusters Score -4957056 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4957094.500000 Penalty: 3429.817139
	Iteration 47Q: 3 clusters Score -4957094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4957127.500000 Penalty: 3429.817139
	Iteration 48Q: 3 clusters Score -4957128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4957162.500000 Penalty: 3429.817139
	Iteration 49Q: 3 clusters Score -4957162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4957220.500000 Penalty: 3429.817139
	Iteration 50Q: 3 clusters Score -4957220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4957254.500000 Penalty: 3429.817139
	Iteration 51Q: 3 clusters Score -4957254 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4957281.500000 Penalty: 3429.817139
	Iteration 52Q: 3 clusters Score -4957282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4957304.000000 Penalty: 3429.817139
	Iteration 53Q: 3 clusters Score -4957304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4957316.500000 Penalty: 3429.817139
	Iteration 54Q: 3 clusters Score -4957316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4957347.000000 Penalty: 3429.817139
	Iteration 55Q: 3 clusters Score -4957347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4957369.000000 Penalty: 3429.817139
	Iteration 56Q: 3 clusters Score -4957369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4957388.500000 Penalty: 3429.817139
	Iteration 57Q: 3 clusters Score -4957388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4957401.500000 Penalty: 3429.817139
	Iteration 58Q: 3 clusters Score -4957402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4957412.500000 Penalty: 3429.817139
	Iteration 59Q: 3 clusters Score -4957412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4957422.500000 Penalty: 3429.817139
	Iteration 60F: 3 clusters Score -4957422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4957437.500000 Penalty: 3429.817139
	Iteration 61Q: 3 clusters Score -4957438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4957456.500000 Penalty: 3429.817139
	Iteration 62Q: 3 clusters Score -4957456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4957477.000000 Penalty: 3429.817139
	Iteration 63Q: 3 clusters Score -4957477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4957494.000000 Penalty: 3429.817139
	Iteration 64Q: 3 clusters Score -4957494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4957489.000000 Penalty: 3429.817139
	Iteration 65Q: 3 clusters Score -4957489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4957488.500000 Penalty: 3429.817139
	Iteration 66Q: 3 clusters Score -4957488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4957494.500000 Penalty: 3429.817139
	Iteration 67Q: 3 clusters Score -4957494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4957493.500000 Penalty: 3429.817139
	Iteration 68Q: 3 clusters Score -4957494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4957493.500000 Penalty: 3429.817139
	Iteration 69Q: 3 clusters Score -4957494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4957494.000000 Penalty: 3429.817139
	Iteration 70Q: 3 clusters Score -4957494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4957494.000000 Penalty: 3429.817139
	Iteration 71F: 3 clusters Score -4957494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Entering Unmasked Estep 
Score: -3379056.000000 Penalty: 1652.985107
	Iteration 0F: 2 clusters Score -3379056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3361440.000000 Penalty: 3305.970215
	Iteration 0F: 3 clusters Score -3361440 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3368014.250000 Penalty: 3305.970215
	Iteration 1F: 3 clusters Score -3368014 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3368313.250000 Penalty: 3305.970215
	Iteration 2Q: 3 clusters Score -3368313 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3368662.500000 Penalty: 3305.970215
	Iteration 3Q: 3 clusters Score -3368662 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3368969.500000 Penalty: 3305.970215
	Iteration 4Q: 3 clusters Score -3368970 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3369348.500000 Penalty: 3305.970215
	Iteration 5Q: 3 clusters Score -3369348 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3369825.000000 Penalty: 3305.970215
	Iteration 6Q: 3 clusters Score -3369825 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3370413.500000 Penalty: 3305.970215
	Iteration 7Q: 3 clusters Score -3370414 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3371114.000000 Penalty: 3305.970215
	Iteration 8Q: 3 clusters Score -3371114 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3371900.250000 Penalty: 3305.970215
	Iteration 9Q: 3 clusters Score -3371900 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3372690.000000 Penalty: 3305.970215
	Iteration 10Q: 3 clusters Score -3372690 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3373433.250000 Penalty: 3305.970215
	Iteration 11Q: 3 clusters Score -3373433 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3374064.250000 Penalty: 3305.970215
	Iteration 12Q: 3 clusters Score -3374064 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3374544.250000 Penalty: 3305.970215
	Iteration 13Q: 3 clusters Score -3374544 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3374913.500000 Penalty: 3305.970215
	Iteration 14Q: 3 clusters Score -3374914 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3375207.750000 Penalty: 3305.970215
	Iteration 15Q: 3 clusters Score -3375208 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3375450.000000 Penalty: 3305.970215
	Iteration 16Q: 3 clusters Score -3375450 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3375665.500000 Penalty: 3305.970215
	Iteration 17Q: 3 clusters Score -3375666 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3375824.250000 Penalty: 3305.970215
	Iteration 18Q: 3 clusters Score -3375824 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3375967.500000 Penalty: 3305.970215
	Iteration 19Q: 3 clusters Score -3375968 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3376107.500000 Penalty: 3305.970215
	Iteration 20F: 3 clusters Score -3376108 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3376239.000000 Penalty: 3305.970215
	Iteration 21Q: 3 clusters Score -3376239 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3376365.500000 Penalty: 3305.970215
	Iteration 22Q: 3 clusters Score -3376366 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3376482.500000 Penalty: 3305.970215
	Iteration 23Q: 3 clusters Score -3376482 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3376621.750000 Penalty: 3305.970215
	Iteration 24Q: 3 clusters Score -3376622 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3376756.500000 Penalty: 3305.970215
	Iteration 25Q: 3 clusters Score -3376756 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3376875.750000 Penalty: 3305.970215
	Iteration 26Q: 3 clusters Score -3376876 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3376990.500000 Penalty: 3305.970215
	Iteration 27Q: 3 clusters Score -3376990 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3377090.000000 Penalty: 3305.970215
	Iteration 28Q: 3 clusters Score -3377090 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3377168.500000 Penalty: 3305.970215
	Iteration 29Q: 3 clusters Score -3377168 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3377248.250000 Penalty: 3305.970215
	Iteration 30Q: 3 clusters Score -3377248 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3377317.000000 Penalty: 3305.970215
	Iteration 31Q: 3 clusters Score -3377317 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3377371.000000 Penalty: 3305.970215
	Iteration 32Q: 3 clusters Score -3377371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3377424.750000 Penalty: 3305.970215
	Iteration 33Q: 3 clusters Score -3377425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3377474.750000 Penalty: 3305.970215
	Iteration 34Q: 3 clusters Score -3377475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3377525.000000 Penalty: 3305.970215
	Iteration 35Q: 3 clusters Score -3377525 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3377555.000000 Penalty: 3305.970215
	Iteration 36Q: 3 clusters Score -3377555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3377588.750000 Penalty: 3305.970215
	Iteration 37Q: 3 clusters Score -3377589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3377611.750000 Penalty: 3305.970215
	Iteration 38Q: 3 clusters Score -3377612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3377636.750000 Penalty: 3305.970215
	Iteration 39Q: 3 clusters Score -3377637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3377655.000000 Penalty: 3305.970215
	Iteration 40F: 3 clusters Score -3377655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3377671.750000 Penalty: 3305.970215
	Iteration 41Q: 3 clusters Score -3377672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3377676.750000 Penalty: 3305.970215
	Iteration 42Q: 3 clusters Score -3377677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3377683.500000 Penalty: 3305.970215
	Iteration 43Q: 3 clusters Score -3377684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3377688.250000 Penalty: 3305.970215
	Iteration 44Q: 3 clusters Score -3377688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3377691.750000 Penalty: 3305.970215
	Iteration 45Q: 3 clusters Score -3377692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3377692.500000 Penalty: 3305.970215
	Iteration 46Q: 3 clusters Score -3377692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3377692.250000 Penalty: 3305.970215
	Iteration 47Q: 3 clusters Score -3377692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3377697.500000 Penalty: 3305.970215
	Iteration 48Q: 3 clusters Score -3377698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3377697.000000 Penalty: 3305.970215
	Iteration 49Q: 3 clusters Score -3377697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3377700.250000 Penalty: 3305.970215
	Iteration 50Q: 3 clusters Score -3377700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3377701.500000 Penalty: 3305.970215
	Iteration 51Q: 3 clusters Score -3377702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3377702.000000 Penalty: 3305.970215
	Iteration 52Q: 3 clusters Score -3377702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3377705.250000 Penalty: 3305.970215
	Iteration 53Q: 3 clusters Score -3377705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3377700.750000 Penalty: 3305.970215
	Iteration 54Q: 3 clusters Score -3377701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3377702.000000 Penalty: 3305.970215
	Iteration 55Q: 3 clusters Score -3377702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3377706.500000 Penalty: 3305.970215
	Iteration 56Q: 3 clusters Score -3377706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3377705.750000 Penalty: 3305.970215
	Iteration 57Q: 3 clusters Score -3377706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3377711.000000 Penalty: 3305.970215
	Iteration 58Q: 3 clusters Score -3377711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3377711.500000 Penalty: 3305.970215
	Iteration 59Q: 3 clusters Score -3377712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3377712.000000 Penalty: 3305.970215
	Iteration 60F: 3 clusters Score -3377712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3377713.750000 Penalty: 3305.970215
	Iteration 61Q: 3 clusters Score -3377714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3377711.000000 Penalty: 3305.970215
	Iteration 62Q: 3 clusters Score -3377711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3377711.750000 Penalty: 3305.970215
	Iteration 63Q: 3 clusters Score -3377712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3377714.250000 Penalty: 3305.970215
	Iteration 64Q: 3 clusters Score -3377714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3377714.250000 Penalty: 3305.970215
	Iteration 65F: 3 clusters Score -3377714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (104845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Entering Unmasked Estep 
Score: -13422302.000000 Penalty: 1878.538696
	Iteration 0F: 2 clusters Score -1.34223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -13354618.000000 Penalty: 3757.077393
	Iteration 0F: 3 clusters Score -1.335462e+07 nChanged 50187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -13383327.000000 Penalty: 3757.077393
	Iteration 1F: 3 clusters Score -1.338333e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -13384187.000000 Penalty: 3757.077393
	Iteration 2Q: 3 clusters Score -1.338419e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -13385523.000000 Penalty: 3757.077393
	Iteration 3Q: 3 clusters Score -1.338552e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -13387712.000000 Penalty: 3757.077393
	Iteration 4Q: 3 clusters Score -1.338771e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -13391221.000000 Penalty: 3757.077393
	Iteration 5F: 3 clusters Score -1.339122e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 76622 members 
Entering Unmasked Estep 
Score: -13396624.000000 Penalty: 3757.077393
	Iteration 6F: 3 clusters Score -1.339662e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -13403877.000000 Penalty: 3757.077393
	Iteration 7F: 3 clusters Score -1.340388e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 93004 members 
Entering Unmasked Estep 
Score: -13411083.000000 Penalty: 3757.077393
	Iteration 8F: 3 clusters Score -1.341108e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -13416459.000000 Penalty: 3757.077393
	Iteration 9F: 3 clusters Score -1.341646e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -13419020.000000 Penalty: 3757.077393
	Iteration 10Q: 3 clusters Score -1.341902e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -13420067.000000 Penalty: 3757.077393
	Iteration 11Q: 3 clusters Score -1.342007e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 104318 members 
Entering Unmasked Estep 
Score: -13420464.000000 Penalty: 3757.077393
	Iteration 12Q: 3 clusters Score -1.342046e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -13420616.000000 Penalty: 3757.077393
	Iteration 13Q: 3 clusters Score -1.342062e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -13420657.000000 Penalty: 3757.077393
	Iteration 14Q: 3 clusters Score -1.342066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -13420694.000000 Penalty: 3757.077393
	Iteration 15Q: 3 clusters Score -1.342069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -13420711.000000 Penalty: 3757.077393
	Iteration 16Q: 3 clusters Score -1.342071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 104635 members 
Entering Unmasked Estep 
Score: -13420731.000000 Penalty: 3757.077393
	Iteration 17Q: 3 clusters Score -1.342073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -13420741.000000 Penalty: 3757.077393
	Iteration 18Q: 3 clusters Score -1.342074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -13420744.000000 Penalty: 3757.077393
	Iteration 19Q: 3 clusters Score -1.342074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -13420747.000000 Penalty: 3757.077393
	Iteration 20F: 3 clusters Score -1.342075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -13420743.000000 Penalty: 3757.077393
	Iteration 21Q: 3 clusters Score -1.342074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -13420747.000000 Penalty: 3757.077393
	Iteration 22Q: 3 clusters Score -1.342075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -13420744.000000 Penalty: 3757.077393
	Iteration 23Q: 3 clusters Score -1.342074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -13420744.000000 Penalty: 3757.077393
	Iteration 24F: 3 clusters Score -1.342074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -178952.859375 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -178952.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -177199.062500 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -177199.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -177525.703125 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -177525.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -177618.281250 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -177618.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177668.312500 Penalty: 2364.656006
	Iteration 3Q: 3 clusters Score -177668.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177703.593750 Penalty: 2364.656006
	Iteration 4Q: 3 clusters Score -177703.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -177725.359375 Penalty: 2364.656006
	Iteration 5Q: 3 clusters Score -177725.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -177736.921875 Penalty: 2364.656006
	Iteration 6Q: 3 clusters Score -177736.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -177749.781250 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -177749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -177758.234375 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -177758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177767.562500 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -177767.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -177771.921875 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -177771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -177773.515625 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -177773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -177775.234375 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -177775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -177777.187500 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -177777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -177779.203125 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -177779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -177780.656250 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -177780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177782.546875 Penalty: 2364.656006
	Iteration 16Q: 3 clusters Score -177782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177782.906250 Penalty: 2364.656006
	Iteration 17Q: 3 clusters Score -177782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177782.906250 Penalty: 2364.656006
	Iteration 18F: 3 clusters Score -177782.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109074 members 
Entering Unmasked Estep 
Score: -14115142.000000 Penalty: 1884.964600
	Iteration 0F: 2 clusters Score -1.411514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -14050768.000000 Penalty: 3769.929199
	Iteration 0F: 3 clusters Score -1.405077e+07 nChanged 52223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -14080680.000000 Penalty: 3769.929199
	Iteration 1F: 3 clusters Score -1.408068e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -14081400.000000 Penalty: 3769.929199
	Iteration 2Q: 3 clusters Score -1.40814e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -14082293.000000 Penalty: 3769.929199
	Iteration 3Q: 3 clusters Score -1.408229e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -14083988.000000 Penalty: 3769.929199
	Iteration 4Q: 3 clusters Score -1.408399e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -14086725.000000 Penalty: 3769.929199
	Iteration 5F: 3 clusters Score -1.408672e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -14090916.000000 Penalty: 3769.929199
	Iteration 6F: 3 clusters Score -1.409092e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -14096187.000000 Penalty: 3769.929199
	Iteration 7F: 3 clusters Score -1.409619e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -14101037.000000 Penalty: 3769.929199
	Iteration 8F: 3 clusters Score -1.410104e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -14105515.000000 Penalty: 3769.929199
	Iteration 9F: 3 clusters Score -1.410552e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -14108982.000000 Penalty: 3769.929199
	Iteration 10Q: 3 clusters Score -1.410898e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -14111104.000000 Penalty: 3769.929199
	Iteration 11Q: 3 clusters Score -1.41111e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -14112929.000000 Penalty: 3769.929199
	Iteration 12Q: 3 clusters Score -1.411293e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -14113846.000000 Penalty: 3769.929199
	Iteration 13Q: 3 clusters Score -1.411385e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -14114343.000000 Penalty: 3769.929199
	Iteration 14Q: 3 clusters Score -1.411434e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -14114644.000000 Penalty: 3769.929199
	Iteration 15Q: 3 clusters Score -1.411464e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -14114742.000000 Penalty: 3769.929199
	Iteration 16Q: 3 clusters Score -1.411474e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106574 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -14114706.000000 Penalty: 3769.929199
	Iteration 17Q: 3 clusters Score -1.411471e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -14114733.000000 Penalty: 3769.929199
	Iteration 18Q: 3 clusters Score -1.411473e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107046 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -14114732.000000 Penalty: 3769.929199
	Iteration 19Q: 3 clusters Score -1.411473e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -14114700.000000 Penalty: 3769.929199
	Iteration 20F: 3 clusters Score -1.41147e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -14114728.000000 Penalty: 3769.929199
	Iteration 21Q: 3 clusters Score -1.411473e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107307 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14114743.000000 Penalty: 3769.929199
	Iteration 22Q: 3 clusters Score -1.411474e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107355 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -14114732.000000 Penalty: 3769.929199
	Iteration 23Q: 3 clusters Score -1.411473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -14114731.000000 Penalty: 3769.929199
	Iteration 24Q: 3 clusters Score -1.411473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14114721.000000 Penalty: 3769.929199
	Iteration 25Q: 3 clusters Score -1.411472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -14114735.000000 Penalty: 3769.929199
	Iteration 26Q: 3 clusters Score -1.411474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -14114721.000000 Penalty: 3769.929199
	Iteration 27Q: 3 clusters Score -1.411472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -14114735.000000 Penalty: 3769.929199
	Iteration 28Q: 3 clusters Score -1.411474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -14114738.000000 Penalty: 3769.929199
	Iteration 29Q: 3 clusters Score -1.411474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107463 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -14114742.000000 Penalty: 3769.929199
	Iteration 30Q: 3 clusters Score -1.411474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14114742.000000 Penalty: 3769.929199
	Iteration 31Q: 3 clusters Score -1.411474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14114743.000000 Penalty: 3769.929199
	Iteration 32Q: 3 clusters Score -1.411474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14114746.000000 Penalty: 3769.929199
	Iteration 33Q: 3 clusters Score -1.411475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14114746.000000 Penalty: 3769.929199
	Iteration 34F: 3 clusters Score -1.411475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -35788.050781 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -35788.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34865.980469 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -34865.98 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35148.453125 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -35148.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35291.332031 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -35291.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35362.953125 Penalty: 1961.531494
	Iteration 3F: 3 clusters Score -35362.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35403.699219 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -35403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35425.785156 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -35425.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35438.710938 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -35438.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35441.855469 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -35441.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35441.855469 Penalty: 1961.531494
	Iteration 8F: 3 clusters Score -35441.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (106587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106587 members 
Entering Unmasked Estep 
Score: -13557971.000000 Penalty: 1881.216431
	Iteration 0F: 2 clusters Score -1.355797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -13487768.000000 Penalty: 3762.432861
	Iteration 0F: 3 clusters Score -1.348777e+07 nChanged 50979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -13518076.000000 Penalty: 3762.432861
	Iteration 1F: 3 clusters Score -1.351808e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -13520001.000000 Penalty: 3762.432861
	Iteration 2Q: 3 clusters Score -1.352e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -13523257.000000 Penalty: 3762.432861
	Iteration 3F: 3 clusters Score -1.352326e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -13528041.000000 Penalty: 3762.432861
	Iteration 4F: 3 clusters Score -1.352804e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -13533659.000000 Penalty: 3762.432861
	Iteration 5F: 3 clusters Score -1.353366e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -13538961.000000 Penalty: 3762.432861
	Iteration 6F: 3 clusters Score -1.353896e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -13543164.000000 Penalty: 3762.432861
	Iteration 7F: 3 clusters Score -1.354316e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -13546392.000000 Penalty: 3762.432861
	Iteration 8Q: 3 clusters Score -1.354639e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -13548751.000000 Penalty: 3762.432861
	Iteration 9Q: 3 clusters Score -1.354875e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -13550696.000000 Penalty: 3762.432861
	Iteration 10Q: 3 clusters Score -1.35507e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -13552250.000000 Penalty: 3762.432861
	Iteration 11Q: 3 clusters Score -1.355225e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -13553518.000000 Penalty: 3762.432861
	Iteration 12Q: 3 clusters Score -1.355352e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -13554321.000000 Penalty: 3762.432861
	Iteration 13Q: 3 clusters Score -1.355432e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 102892 members 
Entering Unmasked Estep 
Score: -13554945.000000 Penalty: 3762.432861
	Iteration 14Q: 3 clusters Score -1.355494e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -13555350.000000 Penalty: 3762.432861
	Iteration 15Q: 3 clusters Score -1.355535e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 104384 members 
Entering Unmasked Estep 
Score: -13555673.000000 Penalty: 3762.432861
	Iteration 16Q: 3 clusters Score -1.355567e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -13555976.000000 Penalty: 3762.432861
	Iteration 17Q: 3 clusters Score -1.355598e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 105102 members 
Entering Unmasked Estep 
Score: -13556148.000000 Penalty: 3762.432861
	Iteration 18Q: 3 clusters Score -1.355615e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -13556320.000000 Penalty: 3762.432861
	Iteration 19Q: 3 clusters Score -1.355632e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -13556444.000000 Penalty: 3762.432861
	Iteration 20F: 3 clusters Score -1.355644e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -13556545.000000 Penalty: 3762.432861
	Iteration 21Q: 3 clusters Score -1.355654e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -13556616.000000 Penalty: 3762.432861
	Iteration 22Q: 3 clusters Score -1.355662e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 105728 members 
Entering Unmasked Estep 
Score: -13556707.000000 Penalty: 3762.432861
	Iteration 23Q: 3 clusters Score -1.355671e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -13556787.000000 Penalty: 3762.432861
	Iteration 24Q: 3 clusters Score -1.355679e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -13556899.000000 Penalty: 3762.432861
	Iteration 25Q: 3 clusters Score -1.35569e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
Score: -13556993.000000 Penalty: 3762.432861
	Iteration 26Q: 3 clusters Score -1.355699e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -13557081.000000 Penalty: 3762.432861
	Iteration 27Q: 3 clusters Score -1.355708e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -13557202.000000 Penalty: 3762.432861
	Iteration 28Q: 3 clusters Score -1.35572e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -13557309.000000 Penalty: 3762.432861
	Iteration 29Q: 3 clusters Score -1.355731e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -13557431.000000 Penalty: 3762.432861
	Iteration 30Q: 3 clusters Score -1.355743e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -13557596.000000 Penalty: 3762.432861
	Iteration 31Q: 3 clusters Score -1.35576e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -13557830.000000 Penalty: 3762.432861
	Iteration 32Q: 3 clusters Score -1.355783e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 106271 members 
Entering Unmasked Estep 
Score: -13558143.000000 Penalty: 3762.432861
	Iteration 33Q: 3 clusters Score -1.355814e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -13558468.000000 Penalty: 3762.432861
	Iteration 34Q: 3 clusters Score -1.355847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -13558833.000000 Penalty: 3762.432861
	Iteration 35Q: 3 clusters Score -1.355883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -13559303.000000 Penalty: 3762.432861
	Iteration 36Q: 3 clusters Score -1.35593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -13559704.000000 Penalty: 3762.432861
	Iteration 37Q: 3 clusters Score -1.35597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -13559996.000000 Penalty: 3762.432861
	Iteration 38Q: 3 clusters Score -1.356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -13560201.000000 Penalty: 3762.432861
	Iteration 39Q: 3 clusters Score -1.35602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -13561180.000000 Penalty: 3762.432861
	Iteration 40F: 3 clusters Score -1.356118e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -13561623.000000 Penalty: 3762.432861
	Iteration 41Q: 3 clusters Score -1.356162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -13561643.000000 Penalty: 3762.432861
	Iteration 42Q: 3 clusters Score -1.356164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -13561643.000000 Penalty: 3762.432861
	Iteration 43F: 3 clusters Score -1.356164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38303 members 
Mstep: Class 3 contains 26166 members 
Mstep: Class 4 contains 104845 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109074 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22649 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 25789 members 
Mstep: Class 15 contains 85969 members 
Mstep: Class 16 contains 47160 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 106355 members 
Mstep: Class 19 contains 2037 members 
Entering Unmasked Estep 
Score: -72814040.000000 Penalty: 40969.332031
Splitting cluster 8 changes total score from -72810664.000000 to -72814040.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -55590.992188 Penalty: 1013.410034
	Iteration 0F: 2 clusters Score -55590.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54640.054688 Penalty: 2026.820068
	Iteration 0F: 3 clusters Score -54640.05 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54979.000000 Penalty: 2026.820068
	Iteration 1F: 3 clusters Score -54979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55170.449219 Penalty: 2026.820068
	Iteration 2F: 3 clusters Score -55170.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55259.679688 Penalty: 2026.820068
	Iteration 3F: 3 clusters Score -55259.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55305.699219 Penalty: 2026.820068
	Iteration 4Q: 3 clusters Score -55305.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55354.507812 Penalty: 2026.820068
	Iteration 5Q: 3 clusters Score -55354.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55404.988281 Penalty: 2026.820068
	Iteration 6Q: 3 clusters Score -55404.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55427.183594 Penalty: 2026.820068
	Iteration 7Q: 3 clusters Score -55427.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55447.343750 Penalty: 2026.820068
	Iteration 8Q: 3 clusters Score -55447.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55473.968750 Penalty: 2026.820068
	Iteration 9Q: 3 clusters Score -55473.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55502.265625 Penalty: 2026.820068
	Iteration 10Q: 3 clusters Score -55502.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55518.617188 Penalty: 2026.820068
	Iteration 11Q: 3 clusters Score -55518.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55525.199219 Penalty: 2026.820068
	Iteration 12Q: 3 clusters Score -55525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55535.011719 Penalty: 2026.820068
	Iteration 13Q: 3 clusters Score -55535.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55538.769531 Penalty: 2026.820068
	Iteration 14Q: 3 clusters Score -55538.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55542.402344 Penalty: 2026.820068
	Iteration 15Q: 3 clusters Score -55542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55545.777344 Penalty: 2026.820068
	Iteration 16Q: 3 clusters Score -55545.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55546.097656 Penalty: 2026.820068
	Iteration 17F: 3 clusters Score -55546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55547.554688 Penalty: 2026.820068
	Iteration 18Q: 3 clusters Score -55547.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55552.320312 Penalty: 2026.820068
	Iteration 19Q: 3 clusters Score -55552.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55552.320312 Penalty: 2026.820068
	Iteration 20F: 3 clusters Score -55552.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Entering Unmasked Estep 
Score: -2847639.250000 Penalty: 1629.529053
	Iteration 0F: 2 clusters Score -2847639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2832262.250000 Penalty: 3259.058105
	Iteration 0F: 3 clusters Score -2832262 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2837794.250000 Penalty: 3259.058105
	Iteration 1F: 3 clusters Score -2837794 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2838121.750000 Penalty: 3259.058105
	Iteration 2Q: 3 clusters Score -2838122 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2838438.000000 Penalty: 3259.058105
	Iteration 3Q: 3 clusters Score -2838438 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2838774.500000 Penalty: 3259.058105
	Iteration 4Q: 3 clusters Score -2838774 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2839103.750000 Penalty: 3259.058105
	Iteration 5Q: 3 clusters Score -2839104 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2839450.250000 Penalty: 3259.058105
	Iteration 6Q: 3 clusters Score -2839450 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2839832.500000 Penalty: 3259.058105
	Iteration 7Q: 3 clusters Score -2839832 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2840243.500000 Penalty: 3259.058105
	Iteration 8Q: 3 clusters Score -2840244 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2840766.250000 Penalty: 3259.058105
	Iteration 9Q: 3 clusters Score -2840766 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2841350.000000 Penalty: 3259.058105
	Iteration 10Q: 3 clusters Score -2841350 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2842178.000000 Penalty: 3259.058105
	Iteration 11F: 3 clusters Score -2842178 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2843230.750000 Penalty: 3259.058105
	Iteration 12F: 3 clusters Score -2843231 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2844248.000000 Penalty: 3259.058105
	Iteration 13Q: 3 clusters Score -2844248 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2844924.500000 Penalty: 3259.058105
	Iteration 14Q: 3 clusters Score -2844924 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2845297.250000 Penalty: 3259.058105
	Iteration 15Q: 3 clusters Score -2845297 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2845562.000000 Penalty: 3259.058105
	Iteration 16Q: 3 clusters Score -2845562 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2845788.750000 Penalty: 3259.058105
	Iteration 17Q: 3 clusters Score -2845789 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2845946.750000 Penalty: 3259.058105
	Iteration 18Q: 3 clusters Score -2845947 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2846073.500000 Penalty: 3259.058105
	Iteration 19Q: 3 clusters Score -2846074 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2846166.750000 Penalty: 3259.058105
	Iteration 20F: 3 clusters Score -2846167 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2846252.500000 Penalty: 3259.058105
	Iteration 21Q: 3 clusters Score -2846252 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2846310.000000 Penalty: 3259.058105
	Iteration 22Q: 3 clusters Score -2846310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2846350.750000 Penalty: 3259.058105
	Iteration 23Q: 3 clusters Score -2846351 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2846383.500000 Penalty: 3259.058105
	Iteration 24Q: 3 clusters Score -2846384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2846407.250000 Penalty: 3259.058105
	Iteration 25Q: 3 clusters Score -2846407 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2846430.250000 Penalty: 3259.058105
	Iteration 26Q: 3 clusters Score -2846430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2846459.750000 Penalty: 3259.058105
	Iteration 27Q: 3 clusters Score -2846460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2846494.750000 Penalty: 3259.058105
	Iteration 28Q: 3 clusters Score -2846495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2846512.250000 Penalty: 3259.058105
	Iteration 29Q: 3 clusters Score -2846512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2846537.750000 Penalty: 3259.058105
	Iteration 30Q: 3 clusters Score -2846538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2846557.750000 Penalty: 3259.058105
	Iteration 31Q: 3 clusters Score -2846558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2846576.500000 Penalty: 3259.058105
	Iteration 32Q: 3 clusters Score -2846576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2846593.000000 Penalty: 3259.058105
	Iteration 33Q: 3 clusters Score -2846593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2846602.000000 Penalty: 3259.058105
	Iteration 34Q: 3 clusters Score -2846602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2846605.000000 Penalty: 3259.058105
	Iteration 35Q: 3 clusters Score -2846605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2846615.250000 Penalty: 3259.058105
	Iteration 36Q: 3 clusters Score -2846615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2846627.500000 Penalty: 3259.058105
	Iteration 37Q: 3 clusters Score -2846628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2846644.000000 Penalty: 3259.058105
	Iteration 38Q: 3 clusters Score -2846644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2846656.500000 Penalty: 3259.058105
	Iteration 39Q: 3 clusters Score -2846656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2846667.250000 Penalty: 3259.058105
	Iteration 40F: 3 clusters Score -2846667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2846672.000000 Penalty: 3259.058105
	Iteration 41Q: 3 clusters Score -2846672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2846673.500000 Penalty: 3259.058105
	Iteration 42Q: 3 clusters Score -2846674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2846676.500000 Penalty: 3259.058105
	Iteration 43Q: 3 clusters Score -2846676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2846685.500000 Penalty: 3259.058105
	Iteration 44Q: 3 clusters Score -2846686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2846687.750000 Penalty: 3259.058105
	Iteration 45Q: 3 clusters Score -2846688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2846695.500000 Penalty: 3259.058105
	Iteration 46Q: 3 clusters Score -2846696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2846703.250000 Penalty: 3259.058105
	Iteration 47Q: 3 clusters Score -2846703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2846705.250000 Penalty: 3259.058105
	Iteration 48Q: 3 clusters Score -2846705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2846713.250000 Penalty: 3259.058105
	Iteration 49Q: 3 clusters Score -2846713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2846716.750000 Penalty: 3259.058105
	Iteration 50Q: 3 clusters Score -2846717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2846722.250000 Penalty: 3259.058105
	Iteration 51Q: 3 clusters Score -2846722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2846724.250000 Penalty: 3259.058105
	Iteration 52Q: 3 clusters Score -2846724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2846725.000000 Penalty: 3259.058105
	Iteration 53Q: 3 clusters Score -2846725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2846725.000000 Penalty: 3259.058105
	Iteration 54F: 3 clusters Score -2846725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -442722.593750 Penalty: 1330.436157
	Iteration 0F: 2 clusters Score -442722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -439665.343750 Penalty: 2660.872314
	Iteration 0F: 3 clusters Score -439665.3 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -440550.062500 Penalty: 2660.872314
	Iteration 1F: 3 clusters Score -440550.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -440775.562500 Penalty: 2660.872314
	Iteration 2F: 3 clusters Score -440775.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -440987.812500 Penalty: 2660.872314
	Iteration 3F: 3 clusters Score -440987.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -441183.562500 Penalty: 2660.872314
	Iteration 4F: 3 clusters Score -441183.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -441388.843750 Penalty: 2660.872314
	Iteration 5F: 3 clusters Score -441388.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -441600.375000 Penalty: 2660.872314
	Iteration 6F: 3 clusters Score -441600.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -441793.343750 Penalty: 2660.872314
	Iteration 7F: 3 clusters Score -441793.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -441929.625000 Penalty: 2660.872314
	Iteration 8Q: 3 clusters Score -441929.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -442032.406250 Penalty: 2660.872314
	Iteration 9Q: 3 clusters Score -442032.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -442089.625000 Penalty: 2660.872314
	Iteration 10Q: 3 clusters Score -442089.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -442118.593750 Penalty: 2660.872314
	Iteration 11Q: 3 clusters Score -442118.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -442136.250000 Penalty: 2660.872314
	Iteration 12Q: 3 clusters Score -442136.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -442149.125000 Penalty: 2660.872314
	Iteration 13Q: 3 clusters Score -442149.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -442160.093750 Penalty: 2660.872314
	Iteration 14Q: 3 clusters Score -442160.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -442170.562500 Penalty: 2660.872314
	Iteration 15Q: 3 clusters Score -442170.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -442176.312500 Penalty: 2660.872314
	Iteration 16Q: 3 clusters Score -442176.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -442182.125000 Penalty: 2660.872314
	Iteration 17Q: 3 clusters Score -442182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -442183.031250 Penalty: 2660.872314
	Iteration 18Q: 3 clusters Score -442183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -442185.468750 Penalty: 2660.872314
	Iteration 19Q: 3 clusters Score -442185.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -442189.562500 Penalty: 2660.872314
	Iteration 20F: 3 clusters Score -442189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -442192.468750 Penalty: 2660.872314
	Iteration 21Q: 3 clusters Score -442192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -442193.500000 Penalty: 2660.872314
	Iteration 22Q: 3 clusters Score -442193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -442193.718750 Penalty: 2660.872314
	Iteration 23Q: 3 clusters Score -442193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -442193.718750 Penalty: 2660.872314
	Iteration 24F: 3 clusters Score -442193.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -8771.176758 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -8771.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8062.393066 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -8062.393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8330.955078 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -8330.955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8491.930664 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -8491.931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8554.488281 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -8554.488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8590.670898 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -8590.671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8609.946289 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -8609.946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8640.131836 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -8640.132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8661.830078 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -8661.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8666.900391 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -8666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8679.195312 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -8679.195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8683.212891 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -8683.213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8683.212891 Penalty: 1824.266602
	Iteration 11F: 3 clusters Score -8683.213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19167.984375 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19167.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18425.322266 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -18425.32 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18842.480469 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -18842.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19035.765625 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -19035.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19127.189453 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -19127.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19171.597656 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -19171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19183.058594 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -19183.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19207.802734 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -19207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19218.128906 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -19218.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19222.417969 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -19222.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19222.417969 Penalty: 1852.644165
	Iteration 9F: 3 clusters Score -19222.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38303 members 
Mstep: Class 3 contains 26166 members 
Mstep: Class 4 contains 104845 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109074 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22649 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 118 members 
Mstep: Class 14 contains 25789 members 
Mstep: Class 15 contains 85969 members 
Mstep: Class 16 contains 47160 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 106355 members 
Mstep: Class 19 contains 2037 members 
Mstep: Class 20 contains 181 members 
Entering Unmasked Estep 
Score: -72812864.000000 Penalty: 43125.609375
Splitting cluster 13 changes total score from -72810664.000000 to -72812864.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (25789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Entering Unmasked Estep 
Score: -3290828.000000 Penalty: 1650.626831
	Iteration 0F: 2 clusters Score -3290828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3273464.000000 Penalty: 3301.253662
	Iteration 0F: 3 clusters Score -3273464 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3279891.250000 Penalty: 3301.253662
	Iteration 1F: 3 clusters Score -3279891 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3280256.750000 Penalty: 3301.253662
	Iteration 2Q: 3 clusters Score -3280257 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3280733.750000 Penalty: 3301.253662
	Iteration 3Q: 3 clusters Score -3280734 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3281406.250000 Penalty: 3301.253662
	Iteration 4Q: 3 clusters Score -3281406 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3282361.750000 Penalty: 3301.253662
	Iteration 5F: 3 clusters Score -3282362 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3283680.000000 Penalty: 3301.253662
	Iteration 6F: 3 clusters Score -3283680 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3285131.750000 Penalty: 3301.253662
	Iteration 7F: 3 clusters Score -3285132 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3286449.500000 Penalty: 3301.253662
	Iteration 8F: 3 clusters Score -3286450 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3287499.250000 Penalty: 3301.253662
	Iteration 9F: 3 clusters Score -3287499 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3288231.250000 Penalty: 3301.253662
	Iteration 10Q: 3 clusters Score -3288231 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3288752.750000 Penalty: 3301.253662
	Iteration 11Q: 3 clusters Score -3288753 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3289036.000000 Penalty: 3301.253662
	Iteration 12Q: 3 clusters Score -3289036 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3289198.750000 Penalty: 3301.253662
	Iteration 13Q: 3 clusters Score -3289199 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3289302.000000 Penalty: 3301.253662
	Iteration 14Q: 3 clusters Score -3289302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3289381.500000 Penalty: 3301.253662
	Iteration 15Q: 3 clusters Score -3289382 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3289448.750000 Penalty: 3301.253662
	Iteration 16Q: 3 clusters Score -3289449 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3289506.500000 Penalty: 3301.253662
	Iteration 17Q: 3 clusters Score -3289506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3289522.000000 Penalty: 3301.253662
	Iteration 18Q: 3 clusters Score -3289522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3289547.000000 Penalty: 3301.253662
	Iteration 19Q: 3 clusters Score -3289547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3289562.750000 Penalty: 3301.253662
	Iteration 20F: 3 clusters Score -3289563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3289575.750000 Penalty: 3301.253662
	Iteration 21Q: 3 clusters Score -3289576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3289591.000000 Penalty: 3301.253662
	Iteration 22Q: 3 clusters Score -3289591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3289597.500000 Penalty: 3301.253662
	Iteration 23Q: 3 clusters Score -3289598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3289606.000000 Penalty: 3301.253662
	Iteration 24Q: 3 clusters Score -3289606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3289618.000000 Penalty: 3301.253662
	Iteration 25Q: 3 clusters Score -3289618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3289630.500000 Penalty: 3301.253662
	Iteration 26Q: 3 clusters Score -3289630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3289638.750000 Penalty: 3301.253662
	Iteration 27Q: 3 clusters Score -3289639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3289652.000000 Penalty: 3301.253662
	Iteration 28Q: 3 clusters Score -3289652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3289656.250000 Penalty: 3301.253662
	Iteration 29Q: 3 clusters Score -3289656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3289657.500000 Penalty: 3301.253662
	Iteration 30Q: 3 clusters Score -3289658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3289656.000000 Penalty: 3301.253662
	Iteration 31Q: 3 clusters Score -3289656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3289656.750000 Penalty: 3301.253662
	Iteration 32Q: 3 clusters Score -3289657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3289655.250000 Penalty: 3301.253662
	Iteration 33Q: 3 clusters Score -3289655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3289653.500000 Penalty: 3301.253662
	Iteration 34Q: 3 clusters Score -3289654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3289655.500000 Penalty: 3301.253662
	Iteration 35Q: 3 clusters Score -3289656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3289653.000000 Penalty: 3301.253662
	Iteration 36Q: 3 clusters Score -3289653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3289652.750000 Penalty: 3301.253662
	Iteration 37Q: 3 clusters Score -3289653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3289659.250000 Penalty: 3301.253662
	Iteration 38Q: 3 clusters Score -3289659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3289660.250000 Penalty: 3301.253662
	Iteration 39Q: 3 clusters Score -3289660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3289660.250000 Penalty: 3301.253662
	Iteration 40F: 3 clusters Score -3289660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Entering Unmasked Estep 
Score: -10931390.000000 Penalty: 1846.283081
	Iteration 0F: 2 clusters Score -1.093139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -10874292.000000 Penalty: 3692.566162
	Iteration 0F: 3 clusters Score -1.087429e+07 nChanged 41016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -10898521.000000 Penalty: 3692.566162
	Iteration 1F: 3 clusters Score -1.089852e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -10899520.000000 Penalty: 3692.566162
	Iteration 2Q: 3 clusters Score -1.089952e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -10900927.000000 Penalty: 3692.566162
	Iteration 3Q: 3 clusters Score -1.090093e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -10902605.000000 Penalty: 3692.566162
	Iteration 4Q: 3 clusters Score -1.09026e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -10904881.000000 Penalty: 3692.566162
	Iteration 5F: 3 clusters Score -1.090488e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -10907966.000000 Penalty: 3692.566162
	Iteration 6F: 3 clusters Score -1.090797e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -10911378.000000 Penalty: 3692.566162
	Iteration 7F: 3 clusters Score -1.091138e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -10914901.000000 Penalty: 3692.566162
	Iteration 8F: 3 clusters Score -1.09149e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -10918048.000000 Penalty: 3692.566162
	Iteration 9Q: 3 clusters Score -1.091805e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -10920228.000000 Penalty: 3692.566162
	Iteration 10Q: 3 clusters Score -1.092023e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -10921640.000000 Penalty: 3692.566162
	Iteration 11Q: 3 clusters Score -1.092164e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -10922677.000000 Penalty: 3692.566162
	Iteration 12Q: 3 clusters Score -1.092268e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -10923713.000000 Penalty: 3692.566162
	Iteration 13Q: 3 clusters Score -1.092371e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -10924577.000000 Penalty: 3692.566162
	Iteration 14Q: 3 clusters Score -1.092458e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -10925438.000000 Penalty: 3692.566162
	Iteration 15Q: 3 clusters Score -1.092544e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -10926151.000000 Penalty: 3692.566162
	Iteration 16Q: 3 clusters Score -1.092615e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -10926781.000000 Penalty: 3692.566162
	Iteration 17Q: 3 clusters Score -1.092678e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -10927498.000000 Penalty: 3692.566162
	Iteration 18Q: 3 clusters Score -1.09275e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -10928020.000000 Penalty: 3692.566162
	Iteration 19Q: 3 clusters Score -1.092802e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -10928474.000000 Penalty: 3692.566162
	Iteration 20F: 3 clusters Score -1.092847e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10928829.000000 Penalty: 3692.566162
	Iteration 21Q: 3 clusters Score -1.092883e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -10929099.000000 Penalty: 3692.566162
	Iteration 22Q: 3 clusters Score -1.09291e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83886 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10929273.000000 Penalty: 3692.566162
	Iteration 23Q: 3 clusters Score -1.092927e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10929503.000000 Penalty: 3692.566162
	Iteration 24Q: 3 clusters Score -1.09295e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10929620.000000 Penalty: 3692.566162
	Iteration 25Q: 3 clusters Score -1.092962e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -10929725.000000 Penalty: 3692.566162
	Iteration 26Q: 3 clusters Score -1.092972e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10929782.000000 Penalty: 3692.566162
	Iteration 27Q: 3 clusters Score -1.092978e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10929815.000000 Penalty: 3692.566162
	Iteration 28Q: 3 clusters Score -1.092982e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10929853.000000 Penalty: 3692.566162
	Iteration 29Q: 3 clusters Score -1.092985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10929874.000000 Penalty: 3692.566162
	Iteration 30Q: 3 clusters Score -1.092987e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10929876.000000 Penalty: 3692.566162
	Iteration 31Q: 3 clusters Score -1.092988e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10929888.000000 Penalty: 3692.566162
	Iteration 32Q: 3 clusters Score -1.092989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10929896.000000 Penalty: 3692.566162
	Iteration 33Q: 3 clusters Score -1.09299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10929918.000000 Penalty: 3692.566162
	Iteration 34Q: 3 clusters Score -1.092992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10929916.000000 Penalty: 3692.566162
	Iteration 35Q: 3 clusters Score -1.092992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10929917.000000 Penalty: 3692.566162
	Iteration 36Q: 3 clusters Score -1.092992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10929923.000000 Penalty: 3692.566162
	Iteration 37Q: 3 clusters Score -1.092992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10929940.000000 Penalty: 3692.566162
	Iteration 38Q: 3 clusters Score -1.092994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10929941.000000 Penalty: 3692.566162
	Iteration 39Q: 3 clusters Score -1.092994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10929948.000000 Penalty: 3692.566162
	Iteration 40F: 3 clusters Score -1.092995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10929951.000000 Penalty: 3692.566162
	Iteration 41Q: 3 clusters Score -1.092995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10929949.000000 Penalty: 3692.566162
	Iteration 42Q: 3 clusters Score -1.092995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10929950.000000 Penalty: 3692.566162
	Iteration 43Q: 3 clusters Score -1.092995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10929954.000000 Penalty: 3692.566162
	Iteration 44Q: 3 clusters Score -1.092995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10929954.000000 Penalty: 3692.566162
	Iteration 45F: 3 clusters Score -1.092995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Entering Unmasked Estep 
Score: -6057499.500000 Penalty: 1748.711426
	Iteration 0F: 2 clusters Score -6057500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -6025789.500000 Penalty: 3497.422852
	Iteration 0F: 3 clusters Score -6025790 nChanged 22158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -6038625.000000 Penalty: 3497.422852
	Iteration 1F: 3 clusters Score -6038625 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -6039387.000000 Penalty: 3497.422852
	Iteration 2Q: 3 clusters Score -6039387 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -6040336.500000 Penalty: 3497.422852
	Iteration 3Q: 3 clusters Score -6040336 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -6041873.000000 Penalty: 3497.422852
	Iteration 4F: 3 clusters Score -6041873 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -6044269.000000 Penalty: 3497.422852
	Iteration 5F: 3 clusters Score -6044269 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -6047350.500000 Penalty: 3497.422852
	Iteration 6F: 3 clusters Score -6047350 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -6050546.500000 Penalty: 3497.422852
	Iteration 7F: 3 clusters Score -6050546 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -6052987.000000 Penalty: 3497.422852
	Iteration 8F: 3 clusters Score -6052987 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -6054376.000000 Penalty: 3497.422852
	Iteration 9Q: 3 clusters Score -6054376 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6055124.000000 Penalty: 3497.422852
	Iteration 10Q: 3 clusters Score -6055124 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6055460.500000 Penalty: 3497.422852
	Iteration 11Q: 3 clusters Score -6055460 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6055619.000000 Penalty: 3497.422852
	Iteration 12Q: 3 clusters Score -6055619 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6055709.000000 Penalty: 3497.422852
	Iteration 13Q: 3 clusters Score -6055709 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6055763.000000 Penalty: 3497.422852
	Iteration 14Q: 3 clusters Score -6055763 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6055812.000000 Penalty: 3497.422852
	Iteration 15Q: 3 clusters Score -6055812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6055879.500000 Penalty: 3497.422852
	Iteration 16Q: 3 clusters Score -6055880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6055912.000000 Penalty: 3497.422852
	Iteration 17Q: 3 clusters Score -6055912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6055929.000000 Penalty: 3497.422852
	Iteration 18Q: 3 clusters Score -6055929 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6055955.000000 Penalty: 3497.422852
	Iteration 19Q: 3 clusters Score -6055955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6055977.000000 Penalty: 3497.422852
	Iteration 20F: 3 clusters Score -6055977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6055988.000000 Penalty: 3497.422852
	Iteration 21Q: 3 clusters Score -6055988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6056007.000000 Penalty: 3497.422852
	Iteration 22Q: 3 clusters Score -6056007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6056008.000000 Penalty: 3497.422852
	Iteration 23Q: 3 clusters Score -6056008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6056020.000000 Penalty: 3497.422852
	Iteration 24Q: 3 clusters Score -6056020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6056017.000000 Penalty: 3497.422852
	Iteration 25Q: 3 clusters Score -6056017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6056021.000000 Penalty: 3497.422852
	Iteration 26Q: 3 clusters Score -6056021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6056026.500000 Penalty: 3497.422852
	Iteration 27Q: 3 clusters Score -6056026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6056034.500000 Penalty: 3497.422852
	Iteration 28Q: 3 clusters Score -6056034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6056033.000000 Penalty: 3497.422852
	Iteration 29Q: 3 clusters Score -6056033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6056030.000000 Penalty: 3497.422852
	Iteration 30Q: 3 clusters Score -6056030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6056030.500000 Penalty: 3497.422852
	Iteration 31Q: 3 clusters Score -6056030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6056028.500000 Penalty: 3497.422852
	Iteration 32Q: 3 clusters Score -6056028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6056035.000000 Penalty: 3497.422852
	Iteration 33Q: 3 clusters Score -6056035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6056036.000000 Penalty: 3497.422852
	Iteration 34Q: 3 clusters Score -6056036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6056038.000000 Penalty: 3497.422852
	Iteration 35Q: 3 clusters Score -6056038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6056033.500000 Penalty: 3497.422852
	Iteration 36Q: 3 clusters Score -6056034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6056033.500000 Penalty: 3497.422852
	Iteration 37Q: 3 clusters Score -6056034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6056043.000000 Penalty: 3497.422852
	Iteration 38Q: 3 clusters Score -6056043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6056045.000000 Penalty: 3497.422852
	Iteration 39Q: 3 clusters Score -6056045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6056047.000000 Penalty: 3497.422852
	Iteration 40F: 3 clusters Score -6056047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -427470.062500 Penalty: 1316.621094
	Iteration 0F: 2 clusters Score -427470.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -424518.812500 Penalty: 2633.242188
	Iteration 0F: 3 clusters Score -424518.8 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -425301.406250 Penalty: 2633.242188
	Iteration 1F: 3 clusters Score -425301.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -425458.593750 Penalty: 2633.242188
	Iteration 2F: 3 clusters Score -425458.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -425560.375000 Penalty: 2633.242188
	Iteration 3Q: 3 clusters Score -425560.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -425658.187500 Penalty: 2633.242188
	Iteration 4Q: 3 clusters Score -425658.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -425732.281250 Penalty: 2633.242188
	Iteration 5Q: 3 clusters Score -425732.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -425816.625000 Penalty: 2633.242188
	Iteration 6Q: 3 clusters Score -425816.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -425916.093750 Penalty: 2633.242188
	Iteration 7Q: 3 clusters Score -425916.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -426033.468750 Penalty: 2633.242188
	Iteration 8Q: 3 clusters Score -426033.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -426156.187500 Penalty: 2633.242188
	Iteration 9Q: 3 clusters Score -426156.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -426255.781250 Penalty: 2633.242188
	Iteration 10Q: 3 clusters Score -426255.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -426343.781250 Penalty: 2633.242188
	Iteration 11Q: 3 clusters Score -426343.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -426405.875000 Penalty: 2633.242188
	Iteration 12Q: 3 clusters Score -426405.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -426451.718750 Penalty: 2633.242188
	Iteration 13Q: 3 clusters Score -426451.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -426494.093750 Penalty: 2633.242188
	Iteration 14Q: 3 clusters Score -426494.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -426520.875000 Penalty: 2633.242188
	Iteration 15Q: 3 clusters Score -426520.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -426537.125000 Penalty: 2633.242188
	Iteration 16Q: 3 clusters Score -426537.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -426544.250000 Penalty: 2633.242188
	Iteration 17Q: 3 clusters Score -426544.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -426548.468750 Penalty: 2633.242188
	Iteration 18Q: 3 clusters Score -426548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -426550.500000 Penalty: 2633.242188
	Iteration 19Q: 3 clusters Score -426550.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -426553.250000 Penalty: 2633.242188
	Iteration 20F: 3 clusters Score -426553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -426555.218750 Penalty: 2633.242188
	Iteration 21Q: 3 clusters Score -426555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -426558.875000 Penalty: 2633.242188
	Iteration 22Q: 3 clusters Score -426558.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -426563.250000 Penalty: 2633.242188
	Iteration 23Q: 3 clusters Score -426563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -426567.187500 Penalty: 2633.242188
	Iteration 24Q: 3 clusters Score -426567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -426572.500000 Penalty: 2633.242188
	Iteration 25Q: 3 clusters Score -426572.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -426575.937500 Penalty: 2633.242188
	Iteration 26Q: 3 clusters Score -426575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -426578.531250 Penalty: 2633.242188
	Iteration 27Q: 3 clusters Score -426578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -426579.687500 Penalty: 2633.242188
	Iteration 28Q: 3 clusters Score -426579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -426580.906250 Penalty: 2633.242188
	Iteration 29Q: 3 clusters Score -426580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -426580.718750 Penalty: 2633.242188
	Iteration 30Q: 3 clusters Score -426580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -426581.625000 Penalty: 2633.242188
	Iteration 31Q: 3 clusters Score -426581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -426581.531250 Penalty: 2633.242188
	Iteration 32Q: 3 clusters Score -426581.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -426581.531250 Penalty: 2633.242188
	Iteration 33F: 3 clusters Score -426581.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -253331.687500 Penalty: 1238.125488
	Iteration 0F: 2 clusters Score -253331.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -251184.281250 Penalty: 2476.250977
	Iteration 0F: 3 clusters Score -251184.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -251638.218750 Penalty: 2476.250977
	Iteration 1F: 3 clusters Score -251638.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -251742.265625 Penalty: 2476.250977
	Iteration 2F: 3 clusters Score -251742.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -251804.593750 Penalty: 2476.250977
	Iteration 3Q: 3 clusters Score -251804.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -251860.593750 Penalty: 2476.250977
	Iteration 4Q: 3 clusters Score -251860.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -251891.812500 Penalty: 2476.250977
	Iteration 5Q: 3 clusters Score -251891.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -251916.109375 Penalty: 2476.250977
	Iteration 6Q: 3 clusters Score -251916.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -251929.625000 Penalty: 2476.250977
	Iteration 7Q: 3 clusters Score -251929.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -251946.546875 Penalty: 2476.250977
	Iteration 8Q: 3 clusters Score -251946.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -251959.500000 Penalty: 2476.250977
	Iteration 9Q: 3 clusters Score -251959.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251968.296875 Penalty: 2476.250977
	Iteration 10Q: 3 clusters Score -251968.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251975.500000 Penalty: 2476.250977
	Iteration 11Q: 3 clusters Score -251975.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -251982.687500 Penalty: 2476.250977
	Iteration 12Q: 3 clusters Score -251982.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -251993.156250 Penalty: 2476.250977
	Iteration 13Q: 3 clusters Score -251993.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -252001.015625 Penalty: 2476.250977
	Iteration 14Q: 3 clusters Score -252001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -252003.562500 Penalty: 2476.250977
	Iteration 15Q: 3 clusters Score -252003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -252006.140625 Penalty: 2476.250977
	Iteration 16Q: 3 clusters Score -252006.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -252009.765625 Penalty: 2476.250977
	Iteration 17Q: 3 clusters Score -252009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -252014.640625 Penalty: 2476.250977
	Iteration 18Q: 3 clusters Score -252014.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -252017.734375 Penalty: 2476.250977
	Iteration 19Q: 3 clusters Score -252017.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -252021.421875 Penalty: 2476.250977
	Iteration 20F: 3 clusters Score -252021.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -252027.578125 Penalty: 2476.250977
	Iteration 21Q: 3 clusters Score -252027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -252029.000000 Penalty: 2476.250977
	Iteration 22Q: 3 clusters Score -252029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -252031.453125 Penalty: 2476.250977
	Iteration 23Q: 3 clusters Score -252031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -252032.250000 Penalty: 2476.250977
	Iteration 24Q: 3 clusters Score -252032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -252033.718750 Penalty: 2476.250977
	Iteration 25Q: 3 clusters Score -252033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -252035.296875 Penalty: 2476.250977
	Iteration 26Q: 3 clusters Score -252035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -252037.031250 Penalty: 2476.250977
	Iteration 27Q: 3 clusters Score -252037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -252038.843750 Penalty: 2476.250977
	Iteration 28Q: 3 clusters Score -252038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -252039.890625 Penalty: 2476.250977
	Iteration 29Q: 3 clusters Score -252039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -252040.906250 Penalty: 2476.250977
	Iteration 30Q: 3 clusters Score -252040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -252041.437500 Penalty: 2476.250977
	Iteration 31Q: 3 clusters Score -252041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -252041.437500 Penalty: 2476.250977
	Iteration 32F: 3 clusters Score -252041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38303 members 
Mstep: Class 3 contains 26166 members 
Mstep: Class 4 contains 104845 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109074 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22649 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 274 members 
Mstep: Class 13 contains 118 members 
Mstep: Class 14 contains 25789 members 
Mstep: Class 15 contains 85969 members 
Mstep: Class 16 contains 47160 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 19 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2038.046021 but Gain 2156.277344
Score: -72814752.000000 Penalty: 40969.332031
Iteration 439Q: 20 clusters Score -7.281475e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 38291 members 
Mstep: Class 3 contains 26172 members 
Mstep: Class 4 contains 104822 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109074 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 320 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22649 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 14 contains 25791 members 
Mstep: Class 15 contains 85982 members 
Mstep: Class 16 contains 47156 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 106283 members 
Mstep: Class 19 contains 2037 members 
Mstep: Class 20 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815952.000000 Penalty: 40969.332031
Iteration 440F: 20 clusters Score -7.281595e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 38285 members 
Mstep: Class 3 contains 26180 members 
Mstep: Class 4 contains 104812 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109076 members 
Mstep: Class 7 contains 444 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 22648 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 14 contains 25791 members 
Mstep: Class 15 contains 85985 members 
Mstep: Class 16 contains 47143 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 106295 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816208.000000 Penalty: 40969.332031
Iteration 441Q: 20 clusters Score -7.281621e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 38280 members 
Mstep: Class 3 contains 26183 members 
Mstep: Class 4 contains 104812 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109074 members 
Mstep: Class 7 contains 437 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 22646 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 323 members 
Mstep: Class 14 contains 25788 members 
Mstep: Class 15 contains 85986 members 
Mstep: Class 16 contains 47142 members 
Mstep: Class 17 contains 3311 members 
Mstep: Class 18 contains 106298 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816240.000000 Penalty: 40969.332031
Iteration 442Q: 20 clusters Score -7.281624e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38280 members 
Mstep: Class 3 contains 26186 members 
Mstep: Class 4 contains 104815 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109069 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 22644 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 14 contains 25785 members 
Mstep: Class 15 contains 85988 members 
Mstep: Class 16 contains 47129 members 
Mstep: Class 17 contains 3318 members 
Mstep: Class 18 contains 106307 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816440.000000 Penalty: 40969.332031
Iteration 443Q: 20 clusters Score -7.281644e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38290 members 
Mstep: Class 3 contains 26192 members 
Mstep: Class 4 contains 104817 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109069 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 14 contains 25782 members 
Mstep: Class 15 contains 85978 members 
Mstep: Class 16 contains 47119 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 106310 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816416.000000 Penalty: 40969.332031
Iteration 444Q: 20 clusters Score -7.281642e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38289 members 
Mstep: Class 3 contains 26200 members 
Mstep: Class 4 contains 104823 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109066 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22637 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25781 members 
Mstep: Class 15 contains 85971 members 
Mstep: Class 16 contains 47114 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 106313 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 20 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816464.000000 Penalty: 40969.332031
Iteration 445Q: 20 clusters Score -7.281646e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38289 members 
Mstep: Class 3 contains 26205 members 
Mstep: Class 4 contains 104829 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109066 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22634 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25783 members 
Mstep: Class 15 contains 85960 members 
Mstep: Class 16 contains 47102 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 106323 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816480.000000 Penalty: 40969.332031
Iteration 446Q: 20 clusters Score -7.281648e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38289 members 
Mstep: Class 3 contains 26206 members 
Mstep: Class 4 contains 104826 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22631 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25786 members 
Mstep: Class 15 contains 85952 members 
Mstep: Class 16 contains 47097 members 
Mstep: Class 17 contains 3333 members 
Mstep: Class 18 contains 106337 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816488.000000 Penalty: 40969.332031
Iteration 447Q: 20 clusters Score -7.281649e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 38286 members 
Mstep: Class 3 contains 26206 members 
Mstep: Class 4 contains 104827 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 409 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22633 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25786 members 
Mstep: Class 15 contains 85947 members 
Mstep: Class 16 contains 47088 members 
Mstep: Class 17 contains 3336 members 
Mstep: Class 18 contains 106347 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816488.000000 Penalty: 40969.332031
Iteration 448Q: 20 clusters Score -7.281649e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38297 members 
Mstep: Class 3 contains 26210 members 
Mstep: Class 4 contains 104829 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109067 members 
Mstep: Class 7 contains 410 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22631 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25786 members 
Mstep: Class 15 contains 85932 members 
Mstep: Class 16 contains 47078 members 
Mstep: Class 17 contains 3339 members 
Mstep: Class 18 contains 106352 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816568.000000 Penalty: 40969.332031
Iteration 449Q: 20 clusters Score -7.281657e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38301 members 
Mstep: Class 3 contains 26212 members 
Mstep: Class 4 contains 104827 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109066 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22632 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25790 members 
Mstep: Class 15 contains 85927 members 
Mstep: Class 16 contains 47077 members 
Mstep: Class 17 contains 3340 members 
Mstep: Class 18 contains 106349 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816592.000000 Penalty: 40969.332031
Iteration 450Q: 20 clusters Score -7.281659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38312 members 
Mstep: Class 3 contains 26216 members 
Mstep: Class 4 contains 104829 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109064 members 
Mstep: Class 7 contains 407 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22632 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25794 members 
Mstep: Class 15 contains 85912 members 
Mstep: Class 16 contains 47075 members 
Mstep: Class 17 contains 3339 members 
Mstep: Class 18 contains 106348 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816600.000000 Penalty: 40969.332031
Iteration 451Q: 20 clusters Score -7.28166e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38320 members 
Mstep: Class 3 contains 26218 members 
Mstep: Class 4 contains 104829 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109062 members 
Mstep: Class 7 contains 405 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22631 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25800 members 
Mstep: Class 15 contains 85899 members 
Mstep: Class 16 contains 47068 members 
Mstep: Class 17 contains 3341 members 
Mstep: Class 18 contains 106353 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816568.000000 Penalty: 40969.332031
Iteration 452Q: 20 clusters Score -7.281657e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38323 members 
Mstep: Class 3 contains 26222 members 
Mstep: Class 4 contains 104826 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109060 members 
Mstep: Class 7 contains 403 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22631 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25804 members 
Mstep: Class 15 contains 85885 members 
Mstep: Class 16 contains 47059 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 18 contains 106365 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816560.000000 Penalty: 40969.332031
Iteration 453Q: 20 clusters Score -7.281656e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38320 members 
Mstep: Class 3 contains 26226 members 
Mstep: Class 4 contains 104824 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109060 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22630 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25805 members 
Mstep: Class 15 contains 85878 members 
Mstep: Class 16 contains 47057 members 
Mstep: Class 17 contains 3347 members 
Mstep: Class 18 contains 106374 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816560.000000 Penalty: 40969.332031
Iteration 454Q: 20 clusters Score -7.281656e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38316 members 
Mstep: Class 3 contains 26226 members 
Mstep: Class 4 contains 104832 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 109060 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 22630 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 14 contains 25804 members 
Mstep: Class 15 contains 85870 members 
Mstep: Class 16 contains 47052 members 
Mstep: Class 17 contains 3348 members 
Mstep: Class 18 contains 106385 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 20 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816616.000000 Penalty: 40969.332031
Iteration 455Q: 20 clusters Score -7.281662e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 38314 members 
Mstep: Class 3 contains 26226 members 
Mstep: Class 4 contains 104840 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 109062 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22629 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 14 contains 25804 members 
Mstep: Class 15 contains 85863 members 
Mstep: Class 16 contains 47052 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 18 contains 106384 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816552.000000 Penalty: 40969.332031
Iteration 456Q: 20 clusters Score -7.281655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38309 members 
Mstep: Class 3 contains 26229 members 
Mstep: Class 4 contains 104849 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 109063 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22628 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 14 contains 25807 members 
Mstep: Class 15 contains 85855 members 
Mstep: Class 16 contains 47048 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 18 contains 106385 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816496.000000 Penalty: 40969.332031
Iteration 457Q: 20 clusters Score -7.28165e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38306 members 
Mstep: Class 3 contains 26228 members 
Mstep: Class 4 contains 104852 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 109064 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22625 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 14 contains 25807 members 
Mstep: Class 15 contains 85853 members 
Mstep: Class 16 contains 47047 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 106384 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816472.000000 Penalty: 40969.332031
Iteration 458Q: 20 clusters Score -7.281647e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38300 members 
Mstep: Class 3 contains 26231 members 
Mstep: Class 4 contains 104858 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22621 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 14 contains 25808 members 
Mstep: Class 15 contains 85854 members 
Mstep: Class 16 contains 47046 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 106385 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816488.000000 Penalty: 40969.332031
Iteration 459Q: 20 clusters Score -7.281649e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38303 members 
Mstep: Class 3 contains 26235 members 
Mstep: Class 4 contains 104866 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 109067 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22618 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 14 contains 25810 members 
Mstep: Class 15 contains 85847 members 
Mstep: Class 16 contains 47042 members 
Mstep: Class 17 contains 3358 members 
Mstep: Class 18 contains 106378 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816512.000000 Penalty: 40969.332031
Iteration 460F: 20 clusters Score -7.281651e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38305 members 
Mstep: Class 3 contains 26237 members 
Mstep: Class 4 contains 104875 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 109070 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22615 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25816 members 
Mstep: Class 15 contains 85835 members 
Mstep: Class 16 contains 47037 members 
Mstep: Class 17 contains 3359 members 
Mstep: Class 18 contains 106375 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816488.000000 Penalty: 40969.332031
Iteration 461Q: 20 clusters Score -7.281649e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38310 members 
Mstep: Class 3 contains 26239 members 
Mstep: Class 4 contains 104879 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 109075 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22613 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25819 members 
Mstep: Class 15 contains 85813 members 
Mstep: Class 16 contains 47035 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 106377 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816472.000000 Penalty: 40969.332031
Iteration 462Q: 20 clusters Score -7.281647e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38318 members 
Mstep: Class 3 contains 26241 members 
Mstep: Class 4 contains 104881 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 109075 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22611 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25823 members 
Mstep: Class 15 contains 85798 members 
Mstep: Class 16 contains 47034 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 106375 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816536.000000 Penalty: 40969.332031
Iteration 463Q: 20 clusters Score -7.281654e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38329 members 
Mstep: Class 3 contains 26243 members 
Mstep: Class 4 contains 104891 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 109075 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22606 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25824 members 
Mstep: Class 15 contains 85785 members 
Mstep: Class 16 contains 47032 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 106369 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816512.000000 Penalty: 40969.332031
Iteration 464Q: 20 clusters Score -7.281651e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38348 members 
Mstep: Class 3 contains 26245 members 
Mstep: Class 4 contains 104903 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 109075 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22602 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25827 members 
Mstep: Class 15 contains 85762 members 
Mstep: Class 16 contains 47028 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 106362 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816536.000000 Penalty: 40969.332031
Iteration 465Q: 20 clusters Score -7.281654e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38365 members 
Mstep: Class 3 contains 26247 members 
Mstep: Class 4 contains 104918 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 109075 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22599 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25831 members 
Mstep: Class 15 contains 85730 members 
Mstep: Class 16 contains 47022 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 106363 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816512.000000 Penalty: 40969.332031
Iteration 466Q: 20 clusters Score -7.281651e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38379 members 
Mstep: Class 3 contains 26246 members 
Mstep: Class 4 contains 104932 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 109072 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22597 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25832 members 
Mstep: Class 15 contains 85700 members 
Mstep: Class 16 contains 47017 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 106369 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816576.000000 Penalty: 40969.332031
Iteration 467Q: 20 clusters Score -7.281658e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38388 members 
Mstep: Class 3 contains 26249 members 
Mstep: Class 4 contains 104955 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 109072 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22595 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25832 members 
Mstep: Class 15 contains 85667 members 
Mstep: Class 16 contains 47009 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 106376 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816536.000000 Penalty: 40969.332031
Iteration 468Q: 20 clusters Score -7.281654e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38397 members 
Mstep: Class 3 contains 26249 members 
Mstep: Class 4 contains 104974 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 109072 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22593 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25837 members 
Mstep: Class 15 contains 85645 members 
Mstep: Class 16 contains 47006 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 106372 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816520.000000 Penalty: 40969.332031
Iteration 469Q: 20 clusters Score -7.281652e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 26252 members 
Mstep: Class 4 contains 104979 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109070 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22593 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25840 members 
Mstep: Class 15 contains 85627 members 
Mstep: Class 16 contains 47000 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 106369 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816496.000000 Penalty: 40969.332031
Iteration 470Q: 20 clusters Score -7.28165e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38422 members 
Mstep: Class 3 contains 26256 members 
Mstep: Class 4 contains 104993 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 109068 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22595 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25842 members 
Mstep: Class 15 contains 85605 members 
Mstep: Class 16 contains 46993 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 106370 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816480.000000 Penalty: 40969.332031
Iteration 471Q: 20 clusters Score -7.281648e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38427 members 
Mstep: Class 3 contains 26262 members 
Mstep: Class 4 contains 104998 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109067 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22597 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25846 members 
Mstep: Class 15 contains 85594 members 
Mstep: Class 16 contains 46987 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 106364 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816480.000000 Penalty: 40969.332031
Iteration 472Q: 20 clusters Score -7.281648e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38429 members 
Mstep: Class 3 contains 26269 members 
Mstep: Class 4 contains 105003 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22598 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25851 members 
Mstep: Class 15 contains 85581 members 
Mstep: Class 16 contains 46974 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 106367 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816480.000000 Penalty: 40969.332031
Iteration 473Q: 20 clusters Score -7.281648e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38434 members 
Mstep: Class 3 contains 26274 members 
Mstep: Class 4 contains 105019 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 109063 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22598 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25852 members 
Mstep: Class 15 contains 85575 members 
Mstep: Class 16 contains 46962 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 106358 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816472.000000 Penalty: 40969.332031
Iteration 474Q: 20 clusters Score -7.281647e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38448 members 
Mstep: Class 3 contains 26280 members 
Mstep: Class 4 contains 105028 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109063 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22597 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25851 members 
Mstep: Class 15 contains 85566 members 
Mstep: Class 16 contains 46954 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 106348 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816440.000000 Penalty: 40969.332031
Iteration 475Q: 20 clusters Score -7.281644e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38463 members 
Mstep: Class 3 contains 26289 members 
Mstep: Class 4 contains 105032 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22597 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25849 members 
Mstep: Class 15 contains 85546 members 
Mstep: Class 16 contains 46952 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106342 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816464.000000 Penalty: 40969.332031
Iteration 476Q: 20 clusters Score -7.281646e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38478 members 
Mstep: Class 3 contains 26291 members 
Mstep: Class 4 contains 105037 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22594 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 85536 members 
Mstep: Class 16 contains 46947 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 106342 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816432.000000 Penalty: 40969.332031
Iteration 477Q: 20 clusters Score -7.281643e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38493 members 
Mstep: Class 3 contains 26294 members 
Mstep: Class 4 contains 105039 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 109063 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22591 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 85521 members 
Mstep: Class 16 contains 46948 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 106341 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816440.000000 Penalty: 40969.332031
Iteration 478Q: 20 clusters Score -7.281644e+07 nChanged 82
Entering ConstructFrom: 
Score: -72816440.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -75421.742188 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -75421.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74202.960938 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -74202.96 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74458.070312 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -74458.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74573.843750 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -74573.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74667.804688 Penalty: 2148.913330
	Iteration 3F: 3 clusters Score -74667.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74800.265625 Penalty: 2148.913330
	Iteration 4F: 3 clusters Score -74800.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74956.914062 Penalty: 2148.913330
	Iteration 5F: 3 clusters Score -74956.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -75234.539062 Penalty: 2148.913330
	Iteration 6F: 3 clusters Score -75234.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75455.968750 Penalty: 2148.913330
	Iteration 7F: 3 clusters Score -75455.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75644.679688 Penalty: 2148.913330
	Iteration 8F: 3 clusters Score -75644.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75719.609375 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -75719.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75741.664062 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -75741.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75746.585938 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -75746.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75754.179688 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -75754.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75754.179688 Penalty: 2148.913330
	Iteration 13F: 3 clusters Score -75754.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 38507 members 
Mstep: Class 3 contains 26298 members 
Mstep: Class 4 contains 105045 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 109061 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22579 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 13 contains 463 members 
Mstep: Class 14 contains 25848 members 
Mstep: Class 15 contains 85510 members 
Mstep: Class 16 contains 46945 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 106346 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
Score: -72815648.000000 Penalty: 43125.609375
Splitting cluster 1 changes total score from -72816440.000000 to -72815648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (38507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Entering Unmasked Estep 
Score: -4984394.500000 Penalty: 1715.771851
	Iteration 0F: 2 clusters Score -4984394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4958476.000000 Penalty: 3431.543701
	Iteration 0F: 3 clusters Score -4958476 nChanged 17997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4968999.500000 Penalty: 3431.543701
	Iteration 1F: 3 clusters Score -4969000 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4969503.500000 Penalty: 3431.543701
	Iteration 2Q: 3 clusters Score -4969504 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -4970039.500000 Penalty: 3431.543701
	Iteration 3Q: 3 clusters Score -4970040 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4970783.000000 Penalty: 3431.543701
	Iteration 4Q: 3 clusters Score -4970783 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4971765.000000 Penalty: 3431.543701
	Iteration 5Q: 3 clusters Score -4971765 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -4973116.500000 Penalty: 3431.543701
	Iteration 6F: 3 clusters Score -4973116 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -4974768.500000 Penalty: 3431.543701
	Iteration 7F: 3 clusters Score -4974768 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -4976540.000000 Penalty: 3431.543701
	Iteration 8F: 3 clusters Score -4976540 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4978088.500000 Penalty: 3431.543701
	Iteration 9Q: 3 clusters Score -4978088 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4979238.500000 Penalty: 3431.543701
	Iteration 10Q: 3 clusters Score -4979238 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4980090.000000 Penalty: 3431.543701
	Iteration 11Q: 3 clusters Score -4980090 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4980721.500000 Penalty: 3431.543701
	Iteration 12Q: 3 clusters Score -4980722 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4981167.000000 Penalty: 3431.543701
	Iteration 13Q: 3 clusters Score -4981167 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4981533.500000 Penalty: 3431.543701
	Iteration 14Q: 3 clusters Score -4981534 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -4981853.500000 Penalty: 3431.543701
	Iteration 15Q: 3 clusters Score -4981854 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -4982115.000000 Penalty: 3431.543701
	Iteration 16Q: 3 clusters Score -4982115 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4982342.500000 Penalty: 3431.543701
	Iteration 17Q: 3 clusters Score -4982342 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -4982528.500000 Penalty: 3431.543701
	Iteration 18Q: 3 clusters Score -4982528 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4982649.500000 Penalty: 3431.543701
	Iteration 19Q: 3 clusters Score -4982650 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -4982713.000000 Penalty: 3431.543701
	Iteration 20F: 3 clusters Score -4982713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4982755.000000 Penalty: 3431.543701
	Iteration 21Q: 3 clusters Score -4982755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -4982790.000000 Penalty: 3431.543701
	Iteration 22Q: 3 clusters Score -4982790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -4982813.500000 Penalty: 3431.543701
	Iteration 23Q: 3 clusters Score -4982814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -4982831.500000 Penalty: 3431.543701
	Iteration 24Q: 3 clusters Score -4982832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -4982836.000000 Penalty: 3431.543701
	Iteration 25Q: 3 clusters Score -4982836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -4982846.000000 Penalty: 3431.543701
	Iteration 26Q: 3 clusters Score -4982846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4982849.500000 Penalty: 3431.543701
	Iteration 27Q: 3 clusters Score -4982850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4982852.000000 Penalty: 3431.543701
	Iteration 28Q: 3 clusters Score -4982852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -4982857.000000 Penalty: 3431.543701
	Iteration 29Q: 3 clusters Score -4982857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4982862.500000 Penalty: 3431.543701
	Iteration 30Q: 3 clusters Score -4982862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4982864.000000 Penalty: 3431.543701
	Iteration 31Q: 3 clusters Score -4982864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -4982868.500000 Penalty: 3431.543701
	Iteration 32Q: 3 clusters Score -4982868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4982873.000000 Penalty: 3431.543701
	Iteration 33Q: 3 clusters Score -4982873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4982871.500000 Penalty: 3431.543701
	Iteration 34Q: 3 clusters Score -4982872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4982872.000000 Penalty: 3431.543701
	Iteration 35Q: 3 clusters Score -4982872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4982872.000000 Penalty: 3431.543701
	Iteration 36Q: 3 clusters Score -4982872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4982872.000000 Penalty: 3431.543701
	Iteration 37F: 3 clusters Score -4982872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Entering Unmasked Estep 
Score: -3395923.000000 Penalty: 1653.802856
	Iteration 0F: 2 clusters Score -3395923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3378179.500000 Penalty: 3307.605713
	Iteration 0F: 3 clusters Score -3378180 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3384750.750000 Penalty: 3307.605713
	Iteration 1F: 3 clusters Score -3384751 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3385037.750000 Penalty: 3307.605713
	Iteration 2Q: 3 clusters Score -3385038 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3385295.750000 Penalty: 3307.605713
	Iteration 3Q: 3 clusters Score -3385296 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3385587.500000 Penalty: 3307.605713
	Iteration 4Q: 3 clusters Score -3385588 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3385975.250000 Penalty: 3307.605713
	Iteration 5Q: 3 clusters Score -3385975 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3386570.000000 Penalty: 3307.605713
	Iteration 6Q: 3 clusters Score -3386570 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3387361.000000 Penalty: 3307.605713
	Iteration 7Q: 3 clusters Score -3387361 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3388465.250000 Penalty: 3307.605713
	Iteration 8F: 3 clusters Score -3388465 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3389692.000000 Penalty: 3307.605713
	Iteration 9F: 3 clusters Score -3389692 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3390886.250000 Penalty: 3307.605713
	Iteration 10F: 3 clusters Score -3390886 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3391970.250000 Penalty: 3307.605713
	Iteration 11F: 3 clusters Score -3391970 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3392788.750000 Penalty: 3307.605713
	Iteration 12Q: 3 clusters Score -3392789 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3393344.500000 Penalty: 3307.605713
	Iteration 13Q: 3 clusters Score -3393344 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3393721.750000 Penalty: 3307.605713
	Iteration 14Q: 3 clusters Score -3393722 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3393975.000000 Penalty: 3307.605713
	Iteration 15Q: 3 clusters Score -3393975 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3394135.750000 Penalty: 3307.605713
	Iteration 16Q: 3 clusters Score -3394136 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3394238.500000 Penalty: 3307.605713
	Iteration 17Q: 3 clusters Score -3394238 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3394312.250000 Penalty: 3307.605713
	Iteration 18Q: 3 clusters Score -3394312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3394374.000000 Penalty: 3307.605713
	Iteration 19Q: 3 clusters Score -3394374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3394407.000000 Penalty: 3307.605713
	Iteration 20F: 3 clusters Score -3394407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3394444.750000 Penalty: 3307.605713
	Iteration 21Q: 3 clusters Score -3394445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3394471.500000 Penalty: 3307.605713
	Iteration 22Q: 3 clusters Score -3394472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3394478.250000 Penalty: 3307.605713
	Iteration 23Q: 3 clusters Score -3394478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3394484.750000 Penalty: 3307.605713
	Iteration 24Q: 3 clusters Score -3394485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3394488.500000 Penalty: 3307.605713
	Iteration 25Q: 3 clusters Score -3394488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3394497.000000 Penalty: 3307.605713
	Iteration 26Q: 3 clusters Score -3394497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3394497.250000 Penalty: 3307.605713
	Iteration 27Q: 3 clusters Score -3394497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3394498.750000 Penalty: 3307.605713
	Iteration 28Q: 3 clusters Score -3394499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3394503.750000 Penalty: 3307.605713
	Iteration 29Q: 3 clusters Score -3394504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3394503.750000 Penalty: 3307.605713
	Iteration 30Q: 3 clusters Score -3394504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3394506.250000 Penalty: 3307.605713
	Iteration 31Q: 3 clusters Score -3394506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3394506.250000 Penalty: 3307.605713
	Iteration 32F: 3 clusters Score -3394506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (105045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105045 members 
Entering Unmasked Estep 
Score: -13447085.000000 Penalty: 1878.848389
	Iteration 0F: 2 clusters Score -1.344708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -13379253.000000 Penalty: 3757.696777
	Iteration 0F: 3 clusters Score -1.337925e+07 nChanged 50300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -13408485.000000 Penalty: 3757.696777
	Iteration 1F: 3 clusters Score -1.340848e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -13409248.000000 Penalty: 3757.696777
	Iteration 2Q: 3 clusters Score -1.340925e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -13410054.000000 Penalty: 3757.696777
	Iteration 3Q: 3 clusters Score -1.341005e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -13411368.000000 Penalty: 3757.696777
	Iteration 4Q: 3 clusters Score -1.341137e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -13413761.000000 Penalty: 3757.696777
	Iteration 5Q: 3 clusters Score -1.341376e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -13417741.000000 Penalty: 3757.696777
	Iteration 6F: 3 clusters Score -1.341774e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -13423158.000000 Penalty: 3757.696777
	Iteration 7F: 3 clusters Score -1.342316e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -13430020.000000 Penalty: 3757.696777
	Iteration 8F: 3 clusters Score -1.343002e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 92560 members 
Entering Unmasked Estep 
Score: -13436286.000000 Penalty: 3757.696777
	Iteration 9F: 3 clusters Score -1.343629e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -13440511.000000 Penalty: 3757.696777
	Iteration 10Q: 3 clusters Score -1.344051e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 100210 members 
Entering Unmasked Estep 
Score: -13443056.000000 Penalty: 3757.696777
	Iteration 11Q: 3 clusters Score -1.344306e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -13444304.000000 Penalty: 3757.696777
	Iteration 12Q: 3 clusters Score -1.34443e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 103052 members 
Entering Unmasked Estep 
Score: -13444879.000000 Penalty: 3757.696777
	Iteration 13Q: 3 clusters Score -1.344488e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -13445153.000000 Penalty: 3757.696777
	Iteration 14Q: 3 clusters Score -1.344515e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -13445298.000000 Penalty: 3757.696777
	Iteration 15Q: 3 clusters Score -1.34453e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -13445392.000000 Penalty: 3757.696777
	Iteration 16Q: 3 clusters Score -1.344539e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 104369 members 
Entering Unmasked Estep 
Score: -13445446.000000 Penalty: 3757.696777
	Iteration 17Q: 3 clusters Score -1.344545e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -13445477.000000 Penalty: 3757.696777
	Iteration 18Q: 3 clusters Score -1.344548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -13445490.000000 Penalty: 3757.696777
	Iteration 19Q: 3 clusters Score -1.344549e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -13445512.000000 Penalty: 3757.696777
	Iteration 20F: 3 clusters Score -1.344551e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -13445542.000000 Penalty: 3757.696777
	Iteration 21Q: 3 clusters Score -1.344554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -13445550.000000 Penalty: 3757.696777
	Iteration 22Q: 3 clusters Score -1.344555e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
Score: -13445547.000000 Penalty: 3757.696777
	Iteration 23Q: 3 clusters Score -1.344555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 104606 members 
Entering Unmasked Estep 
Score: -13445552.000000 Penalty: 3757.696777
	Iteration 24Q: 3 clusters Score -1.344555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
Score: -13445567.000000 Penalty: 3757.696777
	Iteration 25Q: 3 clusters Score -1.344557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -13445589.000000 Penalty: 3757.696777
	Iteration 26Q: 3 clusters Score -1.344559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -13445605.000000 Penalty: 3757.696777
	Iteration 27Q: 3 clusters Score -1.34456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -13445611.000000 Penalty: 3757.696777
	Iteration 28Q: 3 clusters Score -1.344561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -13445609.000000 Penalty: 3757.696777
	Iteration 29Q: 3 clusters Score -1.344561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
Score: -13445611.000000 Penalty: 3757.696777
	Iteration 30Q: 3 clusters Score -1.344561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104659 members 
Entering Unmasked Estep 
Score: -13445612.000000 Penalty: 3757.696777
	Iteration 31Q: 3 clusters Score -1.344561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -13445604.000000 Penalty: 3757.696777
	Iteration 32Q: 3 clusters Score -1.34456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -13445606.000000 Penalty: 3757.696777
	Iteration 33Q: 3 clusters Score -1.344561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -13445606.000000 Penalty: 3757.696777
	Iteration 34F: 3 clusters Score -1.344561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -179635.828125 Penalty: 1183.001343
	Iteration 0F: 2 clusters Score -179635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -177862.437500 Penalty: 2366.002686
	Iteration 0F: 3 clusters Score -177862.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -178194.187500 Penalty: 2366.002686
	Iteration 1F: 3 clusters Score -178194.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178295.421875 Penalty: 2366.002686
	Iteration 2F: 3 clusters Score -178295.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -178341.312500 Penalty: 2366.002686
	Iteration 3Q: 3 clusters Score -178341.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -178358.437500 Penalty: 2366.002686
	Iteration 4Q: 3 clusters Score -178358.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -178373.531250 Penalty: 2366.002686
	Iteration 5Q: 3 clusters Score -178373.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178389.968750 Penalty: 2366.002686
	Iteration 6Q: 3 clusters Score -178390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178399.390625 Penalty: 2366.002686
	Iteration 7Q: 3 clusters Score -178399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178404.578125 Penalty: 2366.002686
	Iteration 8Q: 3 clusters Score -178404.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -178409.093750 Penalty: 2366.002686
	Iteration 9Q: 3 clusters Score -178409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178411.515625 Penalty: 2366.002686
	Iteration 10Q: 3 clusters Score -178411.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178416.562500 Penalty: 2366.002686
	Iteration 11Q: 3 clusters Score -178416.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178421.546875 Penalty: 2366.002686
	Iteration 12Q: 3 clusters Score -178421.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178424.031250 Penalty: 2366.002686
	Iteration 13Q: 3 clusters Score -178424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178426.843750 Penalty: 2366.002686
	Iteration 14Q: 3 clusters Score -178426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178429.468750 Penalty: 2366.002686
	Iteration 15Q: 3 clusters Score -178429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178430.953125 Penalty: 2366.002686
	Iteration 16Q: 3 clusters Score -178431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178433.234375 Penalty: 2366.002686
	Iteration 17Q: 3 clusters Score -178433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -178435.296875 Penalty: 2366.002686
	Iteration 18Q: 3 clusters Score -178435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178440.109375 Penalty: 2366.002686
	Iteration 19Q: 3 clusters Score -178440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178443.187500 Penalty: 2366.002686
	Iteration 20F: 3 clusters Score -178443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178445.343750 Penalty: 2366.002686
	Iteration 21Q: 3 clusters Score -178445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -178446.093750 Penalty: 2366.002686
	Iteration 22Q: 3 clusters Score -178446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -178448.156250 Penalty: 2366.002686
	Iteration 23Q: 3 clusters Score -178448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -178449.390625 Penalty: 2366.002686
	Iteration 24Q: 3 clusters Score -178449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -178449.390625 Penalty: 2366.002686
	Iteration 25F: 3 clusters Score -178449.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109061 members 
Entering Unmasked Estep 
Score: -14113380.000000 Penalty: 1884.945190
	Iteration 0F: 2 clusters Score -1.411338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -14049077.000000 Penalty: 3769.890381
	Iteration 0F: 3 clusters Score -1.404908e+07 nChanged 52192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -14079370.000000 Penalty: 3769.890381
	Iteration 1F: 3 clusters Score -1.407937e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -14080295.000000 Penalty: 3769.890381
	Iteration 2Q: 3 clusters Score -1.40803e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -14081589.000000 Penalty: 3769.890381
	Iteration 3Q: 3 clusters Score -1.408159e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -14083409.000000 Penalty: 3769.890381
	Iteration 4Q: 3 clusters Score -1.408341e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -14086299.000000 Penalty: 3769.890381
	Iteration 5F: 3 clusters Score -1.40863e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -14090677.000000 Penalty: 3769.890381
	Iteration 6F: 3 clusters Score -1.409068e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -14095963.000000 Penalty: 3769.890381
	Iteration 7F: 3 clusters Score -1.409596e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -14101284.000000 Penalty: 3769.890381
	Iteration 8F: 3 clusters Score -1.410128e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -14105572.000000 Penalty: 3769.890381
	Iteration 9F: 3 clusters Score -1.410557e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -14108418.000000 Penalty: 3769.890381
	Iteration 10Q: 3 clusters Score -1.410842e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
Score: -14110244.000000 Penalty: 3769.890381
	Iteration 11Q: 3 clusters Score -1.411024e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 102487 members 
Entering Unmasked Estep 
Score: -14111634.000000 Penalty: 3769.890381
	Iteration 12Q: 3 clusters Score -1.411163e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 104071 members 
Entering Unmasked Estep 
Score: -14112391.000000 Penalty: 3769.890381
	Iteration 13Q: 3 clusters Score -1.411239e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -14112726.000000 Penalty: 3769.890381
	Iteration 14Q: 3 clusters Score -1.411273e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -14113004.000000 Penalty: 3769.890381
	Iteration 15Q: 3 clusters Score -1.4113e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 106379 members 
Entering Unmasked Estep 
Score: -14113023.000000 Penalty: 3769.890381
	Iteration 16Q: 3 clusters Score -1.411302e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -14113035.000000 Penalty: 3769.890381
	Iteration 17Q: 3 clusters Score -1.411304e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -14113024.000000 Penalty: 3769.890381
	Iteration 18Q: 3 clusters Score -1.411302e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -14113035.000000 Penalty: 3769.890381
	Iteration 19Q: 3 clusters Score -1.411304e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 107204 members 
Entering Unmasked Estep 
Score: -14113016.000000 Penalty: 3769.890381
	Iteration 20F: 3 clusters Score -1.411302e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 107280 members 
Entering Unmasked Estep 
Score: -14113001.000000 Penalty: 3769.890381
	Iteration 21Q: 3 clusters Score -1.4113e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -14113003.000000 Penalty: 3769.890381
	Iteration 22Q: 3 clusters Score -1.4113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -14112996.000000 Penalty: 3769.890381
	Iteration 23Q: 3 clusters Score -1.4113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -14113011.000000 Penalty: 3769.890381
	Iteration 24Q: 3 clusters Score -1.411301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 107387 members 
Entering Unmasked Estep 
Score: -14113008.000000 Penalty: 3769.890381
	Iteration 25Q: 3 clusters Score -1.411301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -14112991.000000 Penalty: 3769.890381
	Iteration 26Q: 3 clusters Score -1.411299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 107418 members 
Entering Unmasked Estep 
Score: -14112996.000000 Penalty: 3769.890381
	Iteration 27Q: 3 clusters Score -1.4113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 107423 members 
Entering Unmasked Estep 
Score: -14112995.000000 Penalty: 3769.890381
	Iteration 28Q: 3 clusters Score -1.4113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -14112992.000000 Penalty: 3769.890381
	Iteration 29Q: 3 clusters Score -1.411299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -14112987.000000 Penalty: 3769.890381
	Iteration 30Q: 3 clusters Score -1.411299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 107443 members 
Entering Unmasked Estep 
Score: -14113003.000000 Penalty: 3769.890381
	Iteration 31Q: 3 clusters Score -1.4113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -14112983.000000 Penalty: 3769.890381
	Iteration 32Q: 3 clusters Score -1.411298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 107464 members 
Entering Unmasked Estep 
Score: -14112985.000000 Penalty: 3769.890381
	Iteration 33Q: 3 clusters Score -1.411298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -14112991.000000 Penalty: 3769.890381
	Iteration 34Q: 3 clusters Score -1.411299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -14112999.000000 Penalty: 3769.890381
	Iteration 35Q: 3 clusters Score -1.4113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -14113015.000000 Penalty: 3769.890381
	Iteration 36Q: 3 clusters Score -1.411302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -14113001.000000 Penalty: 3769.890381
	Iteration 37Q: 3 clusters Score -1.4113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -14112996.000000 Penalty: 3769.890381
	Iteration 38Q: 3 clusters Score -1.4113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 107495 members 
Entering Unmasked Estep 
Score: -14112995.000000 Penalty: 3769.890381
	Iteration 39Q: 3 clusters Score -1.4113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -14112996.000000 Penalty: 3769.890381
	Iteration 40F: 3 clusters Score -1.4113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -14113001.000000 Penalty: 3769.890381
	Iteration 41Q: 3 clusters Score -1.4113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -14113016.000000 Penalty: 3769.890381
	Iteration 42Q: 3 clusters Score -1.411302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -14113012.000000 Penalty: 3769.890381
	Iteration 43Q: 3 clusters Score -1.411301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -14113012.000000 Penalty: 3769.890381
	Iteration 44F: 3 clusters Score -1.411301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -33716.093750 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -33716.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32802.980469 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -32802.98 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33113.117188 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -33113.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33251.179688 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -33251.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33341.175781 Penalty: 1944.779297
	Iteration 3F: 3 clusters Score -33341.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33366.757812 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -33366.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33394.976562 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -33394.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33420.625000 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -33420.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33434.632812 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -33434.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33451.042969 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -33451.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33459.667969 Penalty: 1944.779297
	Iteration 9Q: 3 clusters Score -33459.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33459.867188 Penalty: 1944.779297
	Iteration 10F: 3 clusters Score -33459.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33475.187500 Penalty: 1944.779297
	Iteration 11Q: 3 clusters Score -33475.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33489.515625 Penalty: 1944.779297
	Iteration 12Q: 3 clusters Score -33489.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33492.808594 Penalty: 1944.779297
	Iteration 13Q: 3 clusters Score -33492.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33502.078125 Penalty: 1944.779297
	Iteration 14Q: 3 clusters Score -33502.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33515.742188 Penalty: 1944.779297
	Iteration 15Q: 3 clusters Score -33515.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33532.960938 Penalty: 1944.779297
	Iteration 16Q: 3 clusters Score -33532.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33534.238281 Penalty: 1944.779297
	Iteration 17Q: 3 clusters Score -33534.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33535.937500 Penalty: 1944.779297
	Iteration 18Q: 3 clusters Score -33535.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33535.937500 Penalty: 1944.779297
	Iteration 19F: 3 clusters Score -33535.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -52252.695312 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -52252.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51327.609375 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -51327.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51440.031250 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51440.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51456.753906 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51456.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51463.324219 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51463.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51466.125000 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51466.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51467.593750 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51467.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51467.593750 Penalty: 1879.743286
	Iteration 6F: 3 clusters Score -51467.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -55775.734375 Penalty: 1013.727783
	Iteration 0F: 2 clusters Score -55775.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54749.765625 Penalty: 2027.455566
	Iteration 0F: 3 clusters Score -54749.77 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55111.152344 Penalty: 2027.455566
	Iteration 1F: 3 clusters Score -55111.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55219.339844 Penalty: 2027.455566
	Iteration 2F: 3 clusters Score -55219.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55275.343750 Penalty: 2027.455566
	Iteration 3Q: 3 clusters Score -55275.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55356.257812 Penalty: 2027.455566
	Iteration 4Q: 3 clusters Score -55356.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55404.238281 Penalty: 2027.455566
	Iteration 5Q: 3 clusters Score -55404.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55443.234375 Penalty: 2027.455566
	Iteration 6Q: 3 clusters Score -55443.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55470.613281 Penalty: 2027.455566
	Iteration 7Q: 3 clusters Score -55470.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -55486.621094 Penalty: 2027.455566
	Iteration 8Q: 3 clusters Score -55486.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55489.558594 Penalty: 2027.455566
	Iteration 9Q: 3 clusters Score -55489.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55489.558594 Penalty: 2027.455566
	Iteration 10F: 3 clusters Score -55489.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Entering Unmasked Estep 
Score: -2838936.500000 Penalty: 1629.026001
	Iteration 0F: 2 clusters Score -2838936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2823886.000000 Penalty: 3258.052002
	Iteration 0F: 3 clusters Score -2823886 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2829455.750000 Penalty: 3258.052002
	Iteration 1F: 3 clusters Score -2829456 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2829907.000000 Penalty: 3258.052002
	Iteration 2F: 3 clusters Score -2829907 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2830439.000000 Penalty: 3258.052002
	Iteration 3F: 3 clusters Score -2830439 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2831002.000000 Penalty: 3258.052002
	Iteration 4F: 3 clusters Score -2831002 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2831571.500000 Penalty: 3258.052002
	Iteration 5F: 3 clusters Score -2831572 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2832298.000000 Penalty: 3258.052002
	Iteration 6F: 3 clusters Score -2832298 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2833230.500000 Penalty: 3258.052002
	Iteration 7F: 3 clusters Score -2833230 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2834302.500000 Penalty: 3258.052002
	Iteration 8F: 3 clusters Score -2834302 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2835411.250000 Penalty: 3258.052002
	Iteration 9F: 3 clusters Score -2835411 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2836352.750000 Penalty: 3258.052002
	Iteration 10F: 3 clusters Score -2836353 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2837057.250000 Penalty: 3258.052002
	Iteration 11Q: 3 clusters Score -2837057 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2837539.500000 Penalty: 3258.052002
	Iteration 12Q: 3 clusters Score -2837540 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2837825.500000 Penalty: 3258.052002
	Iteration 13Q: 3 clusters Score -2837826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2837995.500000 Penalty: 3258.052002
	Iteration 14Q: 3 clusters Score -2837996 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2838115.500000 Penalty: 3258.052002
	Iteration 15Q: 3 clusters Score -2838116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2838177.250000 Penalty: 3258.052002
	Iteration 16Q: 3 clusters Score -2838177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2838240.250000 Penalty: 3258.052002
	Iteration 17Q: 3 clusters Score -2838240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2838295.000000 Penalty: 3258.052002
	Iteration 18Q: 3 clusters Score -2838295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2838308.000000 Penalty: 3258.052002
	Iteration 19Q: 3 clusters Score -2838308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2838316.500000 Penalty: 3258.052002
	Iteration 20F: 3 clusters Score -2838316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2838327.750000 Penalty: 3258.052002
	Iteration 21Q: 3 clusters Score -2838328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2838330.250000 Penalty: 3258.052002
	Iteration 22Q: 3 clusters Score -2838330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2838336.500000 Penalty: 3258.052002
	Iteration 23Q: 3 clusters Score -2838336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2838335.750000 Penalty: 3258.052002
	Iteration 24Q: 3 clusters Score -2838336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2838338.500000 Penalty: 3258.052002
	Iteration 25Q: 3 clusters Score -2838338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2838339.000000 Penalty: 3258.052002
	Iteration 26Q: 3 clusters Score -2838339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2838348.000000 Penalty: 3258.052002
	Iteration 27Q: 3 clusters Score -2838348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2838347.000000 Penalty: 3258.052002
	Iteration 28Q: 3 clusters Score -2838347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2838347.000000 Penalty: 3258.052002
	Iteration 29F: 3 clusters Score -2838347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -442962.781250 Penalty: 1330.526611
	Iteration 0F: 2 clusters Score -442962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -439862.125000 Penalty: 2661.053223
	Iteration 0F: 3 clusters Score -439862.1 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -440769.562500 Penalty: 2661.053223
	Iteration 1F: 3 clusters Score -440769.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -441144.031250 Penalty: 2661.053223
	Iteration 2F: 3 clusters Score -441144 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -441482.937500 Penalty: 2661.053223
	Iteration 3F: 3 clusters Score -441482.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -441779.906250 Penalty: 2661.053223
	Iteration 4F: 3 clusters Score -441779.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -441992.562500 Penalty: 2661.053223
	Iteration 5F: 3 clusters Score -441992.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -442123.875000 Penalty: 2661.053223
	Iteration 6Q: 3 clusters Score -442123.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -442207.656250 Penalty: 2661.053223
	Iteration 7Q: 3 clusters Score -442207.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -442253.531250 Penalty: 2661.053223
	Iteration 8Q: 3 clusters Score -442253.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -442286.062500 Penalty: 2661.053223
	Iteration 9Q: 3 clusters Score -442286.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -442312.937500 Penalty: 2661.053223
	Iteration 10Q: 3 clusters Score -442312.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -442335.437500 Penalty: 2661.053223
	Iteration 11Q: 3 clusters Score -442335.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -442353.312500 Penalty: 2661.053223
	Iteration 12Q: 3 clusters Score -442353.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -442363.781250 Penalty: 2661.053223
	Iteration 13Q: 3 clusters Score -442363.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -442372.312500 Penalty: 2661.053223
	Iteration 14Q: 3 clusters Score -442372.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -442378.875000 Penalty: 2661.053223
	Iteration 15Q: 3 clusters Score -442378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -442381.625000 Penalty: 2661.053223
	Iteration 16Q: 3 clusters Score -442381.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -442382.718750 Penalty: 2661.053223
	Iteration 17Q: 3 clusters Score -442382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -442384.937500 Penalty: 2661.053223
	Iteration 18Q: 3 clusters Score -442384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -442386.531250 Penalty: 2661.053223
	Iteration 19Q: 3 clusters Score -442386.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -442388.468750 Penalty: 2661.053223
	Iteration 20F: 3 clusters Score -442388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -442390.156250 Penalty: 2661.053223
	Iteration 21Q: 3 clusters Score -442390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -442391.562500 Penalty: 2661.053223
	Iteration 22Q: 3 clusters Score -442391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -442392.312500 Penalty: 2661.053223
	Iteration 23Q: 3 clusters Score -442392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -442394.968750 Penalty: 2661.053223
	Iteration 24Q: 3 clusters Score -442395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -442395.750000 Penalty: 2661.053223
	Iteration 25Q: 3 clusters Score -442395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -442396.593750 Penalty: 2661.053223
	Iteration 26Q: 3 clusters Score -442396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -442397.062500 Penalty: 2661.053223
	Iteration 27Q: 3 clusters Score -442397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -442397.968750 Penalty: 2661.053223
	Iteration 28Q: 3 clusters Score -442398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -442398.437500 Penalty: 2661.053223
	Iteration 29Q: 3 clusters Score -442398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -442400.437500 Penalty: 2661.053223
	Iteration 30Q: 3 clusters Score -442400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -442401.468750 Penalty: 2661.053223
	Iteration 31Q: 3 clusters Score -442401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -442403.187500 Penalty: 2661.053223
	Iteration 32Q: 3 clusters Score -442403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -442404.281250 Penalty: 2661.053223
	Iteration 33Q: 3 clusters Score -442404.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -442404.437500 Penalty: 2661.053223
	Iteration 34Q: 3 clusters Score -442404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -442404.437500 Penalty: 2661.053223
	Iteration 35F: 3 clusters Score -442404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -10843.939453 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -10843.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10186.307617 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -10186.31 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10594.406250 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -10594.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10701.912109 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -10701.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10714.254883 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -10714.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10718.790039 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -10718.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10718.790039 Penalty: 1873.687134
	Iteration 5F: 3 clusters Score -10718.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Entering Unmasked Estep 
Score: -3298221.750000 Penalty: 1650.998169
	Iteration 0F: 2 clusters Score -3298222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3280927.250000 Penalty: 3301.996338
	Iteration 0F: 3 clusters Score -3280927 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3287394.500000 Penalty: 3301.996338
	Iteration 1F: 3 clusters Score -3287394 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3287956.500000 Penalty: 3301.996338
	Iteration 2F: 3 clusters Score -3287956 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3288751.500000 Penalty: 3301.996338
	Iteration 3F: 3 clusters Score -3288752 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3289880.750000 Penalty: 3301.996338
	Iteration 4F: 3 clusters Score -3289881 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3291328.500000 Penalty: 3301.996338
	Iteration 5F: 3 clusters Score -3291328 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3292749.250000 Penalty: 3301.996338
	Iteration 6F: 3 clusters Score -3292749 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3294110.250000 Penalty: 3301.996338
	Iteration 7F: 3 clusters Score -3294110 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3295159.750000 Penalty: 3301.996338
	Iteration 8F: 3 clusters Score -3295160 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3295869.250000 Penalty: 3301.996338
	Iteration 9Q: 3 clusters Score -3295869 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3296336.500000 Penalty: 3301.996338
	Iteration 10Q: 3 clusters Score -3296336 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3296602.000000 Penalty: 3301.996338
	Iteration 11Q: 3 clusters Score -3296602 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3296744.000000 Penalty: 3301.996338
	Iteration 12Q: 3 clusters Score -3296744 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3296846.750000 Penalty: 3301.996338
	Iteration 13Q: 3 clusters Score -3296847 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3296908.000000 Penalty: 3301.996338
	Iteration 14Q: 3 clusters Score -3296908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3296943.000000 Penalty: 3301.996338
	Iteration 15Q: 3 clusters Score -3296943 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3296987.000000 Penalty: 3301.996338
	Iteration 16Q: 3 clusters Score -3296987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3297009.000000 Penalty: 3301.996338
	Iteration 17Q: 3 clusters Score -3297009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3297034.000000 Penalty: 3301.996338
	Iteration 18Q: 3 clusters Score -3297034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3297060.250000 Penalty: 3301.996338
	Iteration 19Q: 3 clusters Score -3297060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3297073.250000 Penalty: 3301.996338
	Iteration 20F: 3 clusters Score -3297073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3297079.000000 Penalty: 3301.996338
	Iteration 21Q: 3 clusters Score -3297079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3297078.000000 Penalty: 3301.996338
	Iteration 22Q: 3 clusters Score -3297078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3297085.500000 Penalty: 3301.996338
	Iteration 23Q: 3 clusters Score -3297086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3297089.750000 Penalty: 3301.996338
	Iteration 24Q: 3 clusters Score -3297090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3297099.000000 Penalty: 3301.996338
	Iteration 25Q: 3 clusters Score -3297099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3297110.000000 Penalty: 3301.996338
	Iteration 26Q: 3 clusters Score -3297110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3297110.000000 Penalty: 3301.996338
	Iteration 27Q: 3 clusters Score -3297110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3297115.250000 Penalty: 3301.996338
	Iteration 28Q: 3 clusters Score -3297115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3297110.000000 Penalty: 3301.996338
	Iteration 29Q: 3 clusters Score -3297110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3297109.750000 Penalty: 3301.996338
	Iteration 30Q: 3 clusters Score -3297110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3297110.750000 Penalty: 3301.996338
	Iteration 31Q: 3 clusters Score -3297111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3297114.750000 Penalty: 3301.996338
	Iteration 32Q: 3 clusters Score -3297115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3297120.250000 Penalty: 3301.996338
	Iteration 33Q: 3 clusters Score -3297120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3297117.750000 Penalty: 3301.996338
	Iteration 34Q: 3 clusters Score -3297118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3297122.250000 Penalty: 3301.996338
	Iteration 35Q: 3 clusters Score -3297122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3297123.250000 Penalty: 3301.996338
	Iteration 36Q: 3 clusters Score -3297123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3297122.500000 Penalty: 3301.996338
	Iteration 37Q: 3 clusters Score -3297122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3297123.750000 Penalty: 3301.996338
	Iteration 38Q: 3 clusters Score -3297124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3297128.000000 Penalty: 3301.996338
	Iteration 39Q: 3 clusters Score -3297128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3297124.500000 Penalty: 3301.996338
	Iteration 40F: 3 clusters Score -3297124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3297125.750000 Penalty: 3301.996338
	Iteration 41Q: 3 clusters Score -3297126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3297125.750000 Penalty: 3301.996338
	Iteration 42F: 3 clusters Score -3297126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Entering Unmasked Estep 
Score: -10875028.000000 Penalty: 1845.413208
	Iteration 0F: 2 clusters Score -1.087503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -10818101.000000 Penalty: 3690.826416
	Iteration 0F: 3 clusters Score -1.08181e+07 nChanged 40699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -10842421.000000 Penalty: 3690.826416
	Iteration 1F: 3 clusters Score -1.084242e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -10843499.000000 Penalty: 3690.826416
	Iteration 2Q: 3 clusters Score -1.08435e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -10845157.000000 Penalty: 3690.826416
	Iteration 3Q: 3 clusters Score -1.084516e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -10847446.000000 Penalty: 3690.826416
	Iteration 4F: 3 clusters Score -1.084745e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -10850568.000000 Penalty: 3690.826416
	Iteration 5F: 3 clusters Score -1.085057e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -10854499.000000 Penalty: 3690.826416
	Iteration 6F: 3 clusters Score -1.08545e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -10858911.000000 Penalty: 3690.826416
	Iteration 7F: 3 clusters Score -1.085891e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1.086264e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -10864780.000000 Penalty: 3690.826416
	Iteration 9Q: 3 clusters Score -1.086478e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -10866076.000000 Penalty: 3690.826416
	Iteration 10Q: 3 clusters Score -1.086608e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -10867180.000000 Penalty: 3690.826416
	Iteration 11Q: 3 clusters Score -1.086718e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -10868182.000000 Penalty: 3690.826416
	Iteration 12Q: 3 clusters Score -1.086818e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -10869027.000000 Penalty: 3690.826416
	Iteration 13Q: 3 clusters Score -1.086903e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -10869699.000000 Penalty: 3690.826416
	Iteration 14Q: 3 clusters Score -1.08697e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -10870238.000000 Penalty: 3690.826416
	Iteration 15Q: 3 clusters Score -1.087024e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -10870585.000000 Penalty: 3690.826416
	Iteration 16Q: 3 clusters Score -1.087058e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -10870821.000000 Penalty: 3690.826416
	Iteration 17Q: 3 clusters Score -1.087082e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -10871051.000000 Penalty: 3690.826416
	Iteration 18Q: 3 clusters Score -1.087105e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -10871173.000000 Penalty: 3690.826416
	Iteration 19Q: 3 clusters Score -1.087117e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -10871237.000000 Penalty: 3690.826416
	Iteration 20F: 3 clusters Score -1.087124e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -10871368.000000 Penalty: 3690.826416
	Iteration 21Q: 3 clusters Score -1.087137e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -10871397.000000 Penalty: 3690.826416
	Iteration 22Q: 3 clusters Score -1.08714e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -10871450.000000 Penalty: 3690.826416
	Iteration 23Q: 3 clusters Score -1.087145e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -10871512.000000 Penalty: 3690.826416
	Iteration 24Q: 3 clusters Score -1.087151e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -10871517.000000 Penalty: 3690.826416
	Iteration 25Q: 3 clusters Score -1.087152e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -10871534.000000 Penalty: 3690.826416
	Iteration 26Q: 3 clusters Score -1.087153e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -10871565.000000 Penalty: 3690.826416
	Iteration 27Q: 3 clusters Score -1.087156e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -10871574.000000 Penalty: 3690.826416
	Iteration 28Q: 3 clusters Score -1.087157e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -10871616.000000 Penalty: 3690.826416
	Iteration 29Q: 3 clusters Score -1.087162e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -10871620.000000 Penalty: 3690.826416
	Iteration 30Q: 3 clusters Score -1.087162e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -10871639.000000 Penalty: 3690.826416
	Iteration 31Q: 3 clusters Score -1.087164e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -10871663.000000 Penalty: 3690.826416
	Iteration 32Q: 3 clusters Score -1.087166e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -10871707.000000 Penalty: 3690.826416
	Iteration 33Q: 3 clusters Score -1.087171e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -10871706.000000 Penalty: 3690.826416
	Iteration 34Q: 3 clusters Score -1.087171e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -10871717.000000 Penalty: 3690.826416
	Iteration 35Q: 3 clusters Score -1.087172e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -10871742.000000 Penalty: 3690.826416
	Iteration 36Q: 3 clusters Score -1.087174e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -10871739.000000 Penalty: 3690.826416
	Iteration 37Q: 3 clusters Score -1.087174e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -10871780.000000 Penalty: 3690.826416
	Iteration 38Q: 3 clusters Score -1.087178e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -10871797.000000 Penalty: 3690.826416
	Iteration 39Q: 3 clusters Score -1.08718e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -10871796.000000 Penalty: 3690.826416
	Iteration 40F: 3 clusters Score -1.08718e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -10871833.000000 Penalty: 3690.826416
	Iteration 41Q: 3 clusters Score -1.087183e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -10871854.000000 Penalty: 3690.826416
	Iteration 42Q: 3 clusters Score -1.087185e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -10871857.000000 Penalty: 3690.826416
	Iteration 43Q: 3 clusters Score -1.087186e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -10871858.000000 Penalty: 3690.826416
	Iteration 44Q: 3 clusters Score -1.087186e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -10871908.000000 Penalty: 3690.826416
	Iteration 45Q: 3 clusters Score -1.087191e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -10871910.000000 Penalty: 3690.826416
	Iteration 46Q: 3 clusters Score -1.087191e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -10871920.000000 Penalty: 3690.826416
	Iteration 47Q: 3 clusters Score -1.087192e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -10871946.000000 Penalty: 3690.826416
	Iteration 48Q: 3 clusters Score -1.087195e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -10871957.000000 Penalty: 3690.826416
	Iteration 49Q: 3 clusters Score -1.087196e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -10871976.000000 Penalty: 3690.826416
	Iteration 50Q: 3 clusters Score -1.087198e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -10871980.000000 Penalty: 3690.826416
	Iteration 51Q: 3 clusters Score -1.087198e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -10872010.000000 Penalty: 3690.826416
	Iteration 52Q: 3 clusters Score -1.087201e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -10872025.000000 Penalty: 3690.826416
	Iteration 53Q: 3 clusters Score -1.087202e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -10872051.000000 Penalty: 3690.826416
	Iteration 54Q: 3 clusters Score -1.087205e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -10872056.000000 Penalty: 3690.826416
	Iteration 55Q: 3 clusters Score -1.087206e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -10872060.000000 Penalty: 3690.826416
	Iteration 56Q: 3 clusters Score -1.087206e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -10872037.000000 Penalty: 3690.826416
	Iteration 57Q: 3 clusters Score -1.087204e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -10872029.000000 Penalty: 3690.826416
	Iteration 58Q: 3 clusters Score -1.087203e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -10872035.000000 Penalty: 3690.826416
	Iteration 59Q: 3 clusters Score -1.087204e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -10872043.000000 Penalty: 3690.826416
	Iteration 60F: 3 clusters Score -1.087204e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -10872065.000000 Penalty: 3690.826416
	Iteration 61Q: 3 clusters Score -1.087206e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -10872074.000000 Penalty: 3690.826416
	Iteration 62Q: 3 clusters Score -1.087207e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -10872092.000000 Penalty: 3690.826416
	Iteration 63Q: 3 clusters Score -1.087209e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -10872102.000000 Penalty: 3690.826416
	Iteration 64Q: 3 clusters Score -1.08721e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -10872094.000000 Penalty: 3690.826416
	Iteration 65Q: 3 clusters Score -1.087209e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -10872071.000000 Penalty: 3690.826416
	Iteration 66Q: 3 clusters Score -1.087207e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -10872081.000000 Penalty: 3690.826416
	Iteration 67Q: 3 clusters Score -1.087208e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -10872100.000000 Penalty: 3690.826416
	Iteration 68Q: 3 clusters Score -1.08721e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -10872067.000000 Penalty: 3690.826416
	Iteration 69Q: 3 clusters Score -1.087207e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -10872087.000000 Penalty: 3690.826416
	Iteration 70Q: 3 clusters Score -1.087209e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -10872114.000000 Penalty: 3690.826416
	Iteration 71Q: 3 clusters Score -1.087211e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -10872119.000000 Penalty: 3690.826416
	Iteration 72Q: 3 clusters Score -1.087212e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -10872119.000000 Penalty: 3690.826416
	Iteration 73Q: 3 clusters Score -1.087212e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -10872125.000000 Penalty: 3690.826416
	Iteration 74Q: 3 clusters Score -1.087212e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -10872132.000000 Penalty: 3690.826416
	Iteration 75Q: 3 clusters Score -1.087213e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -10872137.000000 Penalty: 3690.826416
	Iteration 76Q: 3 clusters Score -1.087214e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -10872117.000000 Penalty: 3690.826416
	Iteration 77Q: 3 clusters Score -1.087212e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -10872134.000000 Penalty: 3690.826416
	Iteration 78Q: 3 clusters Score -1.087213e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -10872134.000000 Penalty: 3690.826416
	Iteration 79Q: 3 clusters Score -1.087213e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -10872140.000000 Penalty: 3690.826416
	Iteration 80F: 3 clusters Score -1.087214e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -10872147.000000 Penalty: 3690.826416
	Iteration 81Q: 3 clusters Score -1.087215e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -10872166.000000 Penalty: 3690.826416
	Iteration 82Q: 3 clusters Score -1.087217e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74579 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -10872168.000000 Penalty: 3690.826416
	Iteration 83Q: 3 clusters Score -1.087217e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -10872194.000000 Penalty: 3690.826416
	Iteration 84Q: 3 clusters Score -1.087219e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -10872187.000000 Penalty: 3690.826416
	Iteration 85Q: 3 clusters Score -1.087219e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -10872192.000000 Penalty: 3690.826416
	Iteration 86Q: 3 clusters Score -1.087219e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -10872194.000000 Penalty: 3690.826416
	Iteration 87Q: 3 clusters Score -1.087219e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75038 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -10872191.000000 Penalty: 3690.826416
	Iteration 88Q: 3 clusters Score -1.087219e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -10872212.000000 Penalty: 3690.826416
	Iteration 89Q: 3 clusters Score -1.087221e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -10872194.000000 Penalty: 3690.826416
	Iteration 90Q: 3 clusters Score -1.087219e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -10872211.000000 Penalty: 3690.826416
	Iteration 91Q: 3 clusters Score -1.087221e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -10872211.000000 Penalty: 3690.826416
	Iteration 92Q: 3 clusters Score -1.087221e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -10872212.000000 Penalty: 3690.826416
	Iteration 93Q: 3 clusters Score -1.087221e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -10872212.000000 Penalty: 3690.826416
	Iteration 94Q: 3 clusters Score -1.087221e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -10872218.000000 Penalty: 3690.826416
	Iteration 95Q: 3 clusters Score -1.087222e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -10872233.000000 Penalty: 3690.826416
	Iteration 96Q: 3 clusters Score -1.087223e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -10872229.000000 Penalty: 3690.826416
	Iteration 97Q: 3 clusters Score -1.087223e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -10872241.000000 Penalty: 3690.826416
	Iteration 98Q: 3 clusters Score -1.087224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -10872232.000000 Penalty: 3690.826416
	Iteration 99Q: 3 clusters Score -1.087223e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -10872221.000000 Penalty: 3690.826416
	Iteration 100F: 3 clusters Score -1.087222e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -10872225.000000 Penalty: 3690.826416
	Iteration 101Q: 3 clusters Score -1.087222e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -10872221.000000 Penalty: 3690.826416
	Iteration 102Q: 3 clusters Score -1.087222e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -10872222.000000 Penalty: 3690.826416
	Iteration 103Q: 3 clusters Score -1.087222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -10872233.000000 Penalty: 3690.826416
	Iteration 104Q: 3 clusters Score -1.087223e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -10872225.000000 Penalty: 3690.826416
	Iteration 105Q: 3 clusters Score -1.087222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -10872239.000000 Penalty: 3690.826416
	Iteration 106Q: 3 clusters Score -1.087224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -10872256.000000 Penalty: 3690.826416
	Iteration 107Q: 3 clusters Score -1.087226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -10872257.000000 Penalty: 3690.826416
	Iteration 108Q: 3 clusters Score -1.087226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -10872253.000000 Penalty: 3690.826416
	Iteration 109Q: 3 clusters Score -1.087225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -10872264.000000 Penalty: 3690.826416
	Iteration 110Q: 3 clusters Score -1.087226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -10872269.000000 Penalty: 3690.826416
	Iteration 111Q: 3 clusters Score -1.087227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -10872253.000000 Penalty: 3690.826416
	Iteration 112Q: 3 clusters Score -1.087225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -10872242.000000 Penalty: 3690.826416
	Iteration 113Q: 3 clusters Score -1.087224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -10872234.000000 Penalty: 3690.826416
	Iteration 114Q: 3 clusters Score -1.087223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -10872240.000000 Penalty: 3690.826416
	Iteration 115Q: 3 clusters Score -1.087224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -10872231.000000 Penalty: 3690.826416
	Iteration 116Q: 3 clusters Score -1.087223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -10872237.000000 Penalty: 3690.826416
	Iteration 117Q: 3 clusters Score -1.087224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -10872241.000000 Penalty: 3690.826416
	Iteration 118Q: 3 clusters Score -1.087224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -10872248.000000 Penalty: 3690.826416
	Iteration 119Q: 3 clusters Score -1.087225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -10872240.000000 Penalty: 3690.826416
	Iteration 120F: 3 clusters Score -1.087224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -10872257.000000 Penalty: 3690.826416
	Iteration 121Q: 3 clusters Score -1.087226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -10872252.000000 Penalty: 3690.826416
	Iteration 122Q: 3 clusters Score -1.087225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -10872253.000000 Penalty: 3690.826416
	Iteration 123Q: 3 clusters Score -1.087225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -10872245.000000 Penalty: 3690.826416
	Iteration 124Q: 3 clusters Score -1.087224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -10872241.000000 Penalty: 3690.826416
	Iteration 125Q: 3 clusters Score -1.087224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -10872240.000000 Penalty: 3690.826416
	Iteration 126Q: 3 clusters Score -1.087224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -10872238.000000 Penalty: 3690.826416
	Iteration 127Q: 3 clusters Score -1.087224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -10872255.000000 Penalty: 3690.826416
	Iteration 128Q: 3 clusters Score -1.087226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -10872241.000000 Penalty: 3690.826416
	Iteration 129Q: 3 clusters Score -1.087224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -10872249.000000 Penalty: 3690.826416
	Iteration 130Q: 3 clusters Score -1.087225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -10872251.000000 Penalty: 3690.826416
	Iteration 131Q: 3 clusters Score -1.087225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76580 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -10872240.000000 Penalty: 3690.826416
	Iteration 132Q: 3 clusters Score -1.087224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -10872240.000000 Penalty: 3690.826416
	Iteration 133Q: 3 clusters Score -1.087224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -10872243.000000 Penalty: 3690.826416
	Iteration 134Q: 3 clusters Score -1.087224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -10872233.000000 Penalty: 3690.826416
	Iteration 135Q: 3 clusters Score -1.087223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -10872237.000000 Penalty: 3690.826416
	Iteration 136Q: 3 clusters Score -1.087224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76628 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -10872248.000000 Penalty: 3690.826416
	Iteration 137Q: 3 clusters Score -1.087225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -10872242.000000 Penalty: 3690.826416
	Iteration 138Q: 3 clusters Score -1.087224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -10872250.000000 Penalty: 3690.826416
	Iteration 139Q: 3 clusters Score -1.087225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -10872249.000000 Penalty: 3690.826416
	Iteration 140F: 3 clusters Score -1.087225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -10872251.000000 Penalty: 3690.826416
	Iteration 141Q: 3 clusters Score -1.087225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -10872255.000000 Penalty: 3690.826416
	Iteration 142Q: 3 clusters Score -1.087226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -10872253.000000 Penalty: 3690.826416
	Iteration 143Q: 3 clusters Score -1.087225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -10872268.000000 Penalty: 3690.826416
	Iteration 144Q: 3 clusters Score -1.087227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -10872261.000000 Penalty: 3690.826416
	Iteration 145Q: 3 clusters Score -1.087226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -10872260.000000 Penalty: 3690.826416
	Iteration 146Q: 3 clusters Score -1.087226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -10872264.000000 Penalty: 3690.826416
	Iteration 147Q: 3 clusters Score -1.087226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -10872258.000000 Penalty: 3690.826416
	Iteration 148Q: 3 clusters Score -1.087226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -10872258.000000 Penalty: 3690.826416
	Iteration 149Q: 3 clusters Score -1.087226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -10872256.000000 Penalty: 3690.826416
	Iteration 150Q: 3 clusters Score -1.087226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -10872256.000000 Penalty: 3690.826416
	Iteration 151F: 3 clusters Score -1.087226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Entering Unmasked Estep 
Score: -6030284.000000 Penalty: 1747.968994
	Iteration 0F: 2 clusters Score -6030284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -5998617.500000 Penalty: 3495.937988
	Iteration 0F: 3 clusters Score -5998618 nChanged 22159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -6011028.000000 Penalty: 3495.937988
	Iteration 1F: 3 clusters Score -6011028 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -6011432.500000 Penalty: 3495.937988
	Iteration 2Q: 3 clusters Score -6011432 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -6011822.000000 Penalty: 3495.937988
	Iteration 3Q: 3 clusters Score -6011822 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -6012302.500000 Penalty: 3495.937988
	Iteration 4Q: 3 clusters Score -6012302 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -6013102.000000 Penalty: 3495.937988
	Iteration 5Q: 3 clusters Score -6013102 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -6014333.000000 Penalty: 3495.937988
	Iteration 6F: 3 clusters Score -6014333 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -6016349.000000 Penalty: 3495.937988
	Iteration 7F: 3 clusters Score -6016349 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -6019413.500000 Penalty: 3495.937988
	Iteration 8F: 3 clusters Score -6019414 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -6022655.000000 Penalty: 3495.937988
	Iteration 9F: 3 clusters Score -6022655 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -6025420.000000 Penalty: 3495.937988
	Iteration 10F: 3 clusters Score -6025420 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -6027162.000000 Penalty: 3495.937988
	Iteration 11Q: 3 clusters Score -6027162 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6028003.000000 Penalty: 3495.937988
	Iteration 12Q: 3 clusters Score -6028003 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -6028437.000000 Penalty: 3495.937988
	Iteration 13Q: 3 clusters Score -6028437 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -6028585.500000 Penalty: 3495.937988
	Iteration 14Q: 3 clusters Score -6028586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -6028662.000000 Penalty: 3495.937988
	Iteration 15Q: 3 clusters Score -6028662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -6028716.500000 Penalty: 3495.937988
	Iteration 16Q: 3 clusters Score -6028716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -6028754.500000 Penalty: 3495.937988
	Iteration 17Q: 3 clusters Score -6028754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -6028764.500000 Penalty: 3495.937988
	Iteration 18Q: 3 clusters Score -6028764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -6028777.000000 Penalty: 3495.937988
	Iteration 19Q: 3 clusters Score -6028777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6028785.000000 Penalty: 3495.937988
	Iteration 20F: 3 clusters Score -6028785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -6028783.000000 Penalty: 3495.937988
	Iteration 21Q: 3 clusters Score -6028783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -6028792.500000 Penalty: 3495.937988
	Iteration 22Q: 3 clusters Score -6028792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6028790.500000 Penalty: 3495.937988
	Iteration 23Q: 3 clusters Score -6028790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6028793.000000 Penalty: 3495.937988
	Iteration 24Q: 3 clusters Score -6028793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6028793.000000 Penalty: 3495.937988
	Iteration 25F: 3 clusters Score -6028793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -437506.750000 Penalty: 1320.511230
	Iteration 0F: 2 clusters Score -437506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -434534.875000 Penalty: 2641.022461
	Iteration 0F: 3 clusters Score -434534.9 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -435322.343750 Penalty: 2641.022461
	Iteration 1F: 3 clusters Score -435322.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -435480.062500 Penalty: 2641.022461
	Iteration 2F: 3 clusters Score -435480.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -435585.062500 Penalty: 2641.022461
	Iteration 3F: 3 clusters Score -435585.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -435683.656250 Penalty: 2641.022461
	Iteration 4Q: 3 clusters Score -435683.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -435795.656250 Penalty: 2641.022461
	Iteration 5Q: 3 clusters Score -435795.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -435925.468750 Penalty: 2641.022461
	Iteration 6Q: 3 clusters Score -435925.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -436043.281250 Penalty: 2641.022461
	Iteration 7Q: 3 clusters Score -436043.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -436136.218750 Penalty: 2641.022461
	Iteration 8Q: 3 clusters Score -436136.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -436218.625000 Penalty: 2641.022461
	Iteration 9Q: 3 clusters Score -436218.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -436289.781250 Penalty: 2641.022461
	Iteration 10Q: 3 clusters Score -436289.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -436345.156250 Penalty: 2641.022461
	Iteration 11Q: 3 clusters Score -436345.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -436386.781250 Penalty: 2641.022461
	Iteration 12Q: 3 clusters Score -436386.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -436402.437500 Penalty: 2641.022461
	Iteration 13Q: 3 clusters Score -436402.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -436415.187500 Penalty: 2641.022461
	Iteration 14Q: 3 clusters Score -436415.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -436425.906250 Penalty: 2641.022461
	Iteration 15Q: 3 clusters Score -436425.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -436433.531250 Penalty: 2641.022461
	Iteration 16Q: 3 clusters Score -436433.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -436436.406250 Penalty: 2641.022461
	Iteration 17Q: 3 clusters Score -436436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -436439.562500 Penalty: 2641.022461
	Iteration 18Q: 3 clusters Score -436439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -436442.562500 Penalty: 2641.022461
	Iteration 19Q: 3 clusters Score -436442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -436446.437500 Penalty: 2641.022461
	Iteration 20F: 3 clusters Score -436446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -436449.625000 Penalty: 2641.022461
	Iteration 21Q: 3 clusters Score -436449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -436451.875000 Penalty: 2641.022461
	Iteration 22Q: 3 clusters Score -436451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -436455.875000 Penalty: 2641.022461
	Iteration 23Q: 3 clusters Score -436455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -436458.312500 Penalty: 2641.022461
	Iteration 24Q: 3 clusters Score -436458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -436458.312500 Penalty: 2641.022461
	Iteration 25F: 3 clusters Score -436458.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106346 members 
Entering Unmasked Estep 
Score: -13524887.000000 Penalty: 1880.848633
	Iteration 0F: 2 clusters Score -1.352489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -13454484.000000 Penalty: 3761.697266
	Iteration 0F: 3 clusters Score -1.345448e+07 nChanged 51199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -13485102.000000 Penalty: 3761.697266
	Iteration 1F: 3 clusters Score -1.34851e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -13486902.000000 Penalty: 3761.697266
	Iteration 2Q: 3 clusters Score -1.34869e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -13489503.000000 Penalty: 3761.697266
	Iteration 3F: 3 clusters Score -1.34895e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -13493247.000000 Penalty: 3761.697266
	Iteration 4F: 3 clusters Score -1.349325e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -13498305.000000 Penalty: 3761.697266
	Iteration 5F: 3 clusters Score -1.34983e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
Score: -13504737.000000 Penalty: 3761.697266
	Iteration 6F: 3 clusters Score -1.350474e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -13510484.000000 Penalty: 3761.697266
	Iteration 7F: 3 clusters Score -1.351048e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -13513467.000000 Penalty: 3761.697266
	Iteration 8F: 3 clusters Score -1.351347e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -13514597.000000 Penalty: 3761.697266
	Iteration 9Q: 3 clusters Score -1.35146e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -13515115.000000 Penalty: 3761.697266
	Iteration 10Q: 3 clusters Score -1.351512e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -13515430.000000 Penalty: 3761.697266
	Iteration 11Q: 3 clusters Score -1.351543e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -13515819.000000 Penalty: 3761.697266
	Iteration 12Q: 3 clusters Score -1.351582e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -13516164.000000 Penalty: 3761.697266
	Iteration 13Q: 3 clusters Score -1.351616e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -13516457.000000 Penalty: 3761.697266
	Iteration 14Q: 3 clusters Score -1.351646e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -13516853.000000 Penalty: 3761.697266
	Iteration 15Q: 3 clusters Score -1.351685e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -13517131.000000 Penalty: 3761.697266
	Iteration 16Q: 3 clusters Score -1.351713e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -13517504.000000 Penalty: 3761.697266
	Iteration 17Q: 3 clusters Score -1.35175e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -13517830.000000 Penalty: 3761.697266
	Iteration 18Q: 3 clusters Score -1.351783e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -13518195.000000 Penalty: 3761.697266
	Iteration 19Q: 3 clusters Score -1.35182e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -13518457.000000 Penalty: 3761.697266
	Iteration 20F: 3 clusters Score -1.351846e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -13518741.000000 Penalty: 3761.697266
	Iteration 21Q: 3 clusters Score -1.351874e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -13518942.000000 Penalty: 3761.697266
	Iteration 22Q: 3 clusters Score -1.351894e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 81181 members 
Entering Unmasked Estep 
Score: -13519195.000000 Penalty: 3761.697266
	Iteration 23Q: 3 clusters Score -1.35192e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -13519394.000000 Penalty: 3761.697266
	Iteration 24Q: 3 clusters Score -1.351939e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -13519526.000000 Penalty: 3761.697266
	Iteration 25Q: 3 clusters Score -1.351953e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -13519689.000000 Penalty: 3761.697266
	Iteration 26Q: 3 clusters Score -1.351969e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -13519776.000000 Penalty: 3761.697266
	Iteration 27Q: 3 clusters Score -1.351978e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -13519973.000000 Penalty: 3761.697266
	Iteration 28Q: 3 clusters Score -1.351997e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -13520118.000000 Penalty: 3761.697266
	Iteration 29Q: 3 clusters Score -1.352012e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -13520227.000000 Penalty: 3761.697266
	Iteration 30Q: 3 clusters Score -1.352023e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -13520361.000000 Penalty: 3761.697266
	Iteration 31Q: 3 clusters Score -1.352036e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -13520492.000000 Penalty: 3761.697266
	Iteration 32Q: 3 clusters Score -1.352049e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -13520608.000000 Penalty: 3761.697266
	Iteration 33Q: 3 clusters Score -1.352061e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 88673 members 
Entering Unmasked Estep 
Score: -13520709.000000 Penalty: 3761.697266
	Iteration 34Q: 3 clusters Score -1.352071e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -13520826.000000 Penalty: 3761.697266
	Iteration 35Q: 3 clusters Score -1.352083e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -13520923.000000 Penalty: 3761.697266
	Iteration 36Q: 3 clusters Score -1.352092e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -13520992.000000 Penalty: 3761.697266
	Iteration 37Q: 3 clusters Score -1.352099e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -13521034.000000 Penalty: 3761.697266
	Iteration 38Q: 3 clusters Score -1.352103e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
Score: -13521169.000000 Penalty: 3761.697266
	Iteration 39Q: 3 clusters Score -1.352117e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -13521231.000000 Penalty: 3761.697266
	Iteration 40F: 3 clusters Score -1.352123e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -13521293.000000 Penalty: 3761.697266
	Iteration 41Q: 3 clusters Score -1.352129e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -13521388.000000 Penalty: 3761.697266
	Iteration 42Q: 3 clusters Score -1.352139e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -13521490.000000 Penalty: 3761.697266
	Iteration 43Q: 3 clusters Score -1.352149e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -13521614.000000 Penalty: 3761.697266
	Iteration 44Q: 3 clusters Score -1.352161e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 93398 members 
Entering Unmasked Estep 
Score: -13521704.000000 Penalty: 3761.697266
	Iteration 45Q: 3 clusters Score -1.35217e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 93762 members 
Entering Unmasked Estep 
Score: -13521752.000000 Penalty: 3761.697266
	Iteration 46Q: 3 clusters Score -1.352175e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 94118 members 
Entering Unmasked Estep 
Score: -13521828.000000 Penalty: 3761.697266
	Iteration 47Q: 3 clusters Score -1.352183e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -13521905.000000 Penalty: 3761.697266
	Iteration 48Q: 3 clusters Score -1.35219e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -13521978.000000 Penalty: 3761.697266
	Iteration 49Q: 3 clusters Score -1.352198e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -13522031.000000 Penalty: 3761.697266
	Iteration 50Q: 3 clusters Score -1.352203e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -13522083.000000 Penalty: 3761.697266
	Iteration 51Q: 3 clusters Score -1.352208e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -13522153.000000 Penalty: 3761.697266
	Iteration 52Q: 3 clusters Score -1.352215e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -13522241.000000 Penalty: 3761.697266
	Iteration 53Q: 3 clusters Score -1.352224e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -13522408.000000 Penalty: 3761.697266
	Iteration 54Q: 3 clusters Score -1.352241e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -13522546.000000 Penalty: 3761.697266
	Iteration 55Q: 3 clusters Score -1.352255e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 97638 members 
Entering Unmasked Estep 
Score: -13522686.000000 Penalty: 3761.697266
	Iteration 56Q: 3 clusters Score -1.352269e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -13522803.000000 Penalty: 3761.697266
	Iteration 57Q: 3 clusters Score -1.35228e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 98633 members 
Entering Unmasked Estep 
Score: -13522948.000000 Penalty: 3761.697266
	Iteration 58Q: 3 clusters Score -1.352295e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -13523136.000000 Penalty: 3761.697266
	Iteration 59Q: 3 clusters Score -1.352314e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -13523252.000000 Penalty: 3761.697266
	Iteration 60F: 3 clusters Score -1.352325e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -13523367.000000 Penalty: 3761.697266
	Iteration 61Q: 3 clusters Score -1.352337e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -13523461.000000 Penalty: 3761.697266
	Iteration 62Q: 3 clusters Score -1.352346e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -13523486.000000 Penalty: 3761.697266
	Iteration 63Q: 3 clusters Score -1.352349e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -13523554.000000 Penalty: 3761.697266
	Iteration 64Q: 3 clusters Score -1.352355e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -13523605.000000 Penalty: 3761.697266
	Iteration 65Q: 3 clusters Score -1.35236e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
Score: -13523640.000000 Penalty: 3761.697266
	Iteration 66Q: 3 clusters Score -1.352364e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 102123 members 
Entering Unmasked Estep 
Score: -13523712.000000 Penalty: 3761.697266
	Iteration 67Q: 3 clusters Score -1.352371e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 102401 members 
Entering Unmasked Estep 
Score: -13523756.000000 Penalty: 3761.697266
	Iteration 68Q: 3 clusters Score -1.352376e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -13523782.000000 Penalty: 3761.697266
	Iteration 69Q: 3 clusters Score -1.352378e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 102915 members 
Entering Unmasked Estep 
Score: -13523833.000000 Penalty: 3761.697266
	Iteration 70Q: 3 clusters Score -1.352383e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 103139 members 
Entering Unmasked Estep 
Score: -13523857.000000 Penalty: 3761.697266
	Iteration 71Q: 3 clusters Score -1.352386e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 103350 members 
Entering Unmasked Estep 
Score: -13523852.000000 Penalty: 3761.697266
	Iteration 72Q: 3 clusters Score -1.352385e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -13523836.000000 Penalty: 3761.697266
	Iteration 73Q: 3 clusters Score -1.352384e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -13523860.000000 Penalty: 3761.697266
	Iteration 74Q: 3 clusters Score -1.352386e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -13523876.000000 Penalty: 3761.697266
	Iteration 75Q: 3 clusters Score -1.352388e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -13523889.000000 Penalty: 3761.697266
	Iteration 76Q: 3 clusters Score -1.352389e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -13523903.000000 Penalty: 3761.697266
	Iteration 77Q: 3 clusters Score -1.35239e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -13523896.000000 Penalty: 3761.697266
	Iteration 78Q: 3 clusters Score -1.35239e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 104273 members 
Entering Unmasked Estep 
Score: -13523917.000000 Penalty: 3761.697266
	Iteration 79Q: 3 clusters Score -1.352392e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -13523937.000000 Penalty: 3761.697266
	Iteration 80F: 3 clusters Score -1.352394e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -13523929.000000 Penalty: 3761.697266
	Iteration 81Q: 3 clusters Score -1.352393e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 104534 members 
Entering Unmasked Estep 
Score: -13523931.000000 Penalty: 3761.697266
	Iteration 82Q: 3 clusters Score -1.352393e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -13523930.000000 Penalty: 3761.697266
	Iteration 83Q: 3 clusters Score -1.352393e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -13523955.000000 Penalty: 3761.697266
	Iteration 84Q: 3 clusters Score -1.352396e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -13523963.000000 Penalty: 3761.697266
	Iteration 85Q: 3 clusters Score -1.352396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -13523959.000000 Penalty: 3761.697266
	Iteration 86Q: 3 clusters Score -1.352396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 104802 members 
Entering Unmasked Estep 
Score: -13523979.000000 Penalty: 3761.697266
	Iteration 87Q: 3 clusters Score -1.352398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 104835 members 
Entering Unmasked Estep 
Score: -13524000.000000 Penalty: 3761.697266
	Iteration 88Q: 3 clusters Score -1.3524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -13523991.000000 Penalty: 3761.697266
	Iteration 89Q: 3 clusters Score -1.352399e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -13523972.000000 Penalty: 3761.697266
	Iteration 90Q: 3 clusters Score -1.352397e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 104948 members 
Entering Unmasked Estep 
Score: -13523992.000000 Penalty: 3761.697266
	Iteration 91Q: 3 clusters Score -1.352399e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 104978 members 
Entering Unmasked Estep 
Score: -13523976.000000 Penalty: 3761.697266
	Iteration 92Q: 3 clusters Score -1.352398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -13523975.000000 Penalty: 3761.697266
	Iteration 93Q: 3 clusters Score -1.352398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
Score: -13523963.000000 Penalty: 3761.697266
	Iteration 94Q: 3 clusters Score -1.352396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 105048 members 
Entering Unmasked Estep 
Score: -13523970.000000 Penalty: 3761.697266
	Iteration 95Q: 3 clusters Score -1.352397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 105066 members 
Entering Unmasked Estep 
Score: -13523961.000000 Penalty: 3761.697266
	Iteration 96Q: 3 clusters Score -1.352396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 105083 members 
Entering Unmasked Estep 
Score: -13523954.000000 Penalty: 3761.697266
	Iteration 97Q: 3 clusters Score -1.352395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -13523960.000000 Penalty: 3761.697266
	Iteration 98Q: 3 clusters Score -1.352396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -13523973.000000 Penalty: 3761.697266
	Iteration 99Q: 3 clusters Score -1.352397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -13523984.000000 Penalty: 3761.697266
	Iteration 100F: 3 clusters Score -1.352398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -13523977.000000 Penalty: 3761.697266
	Iteration 101Q: 3 clusters Score -1.352398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -13523984.000000 Penalty: 3761.697266
	Iteration 102Q: 3 clusters Score -1.352398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 105151 members 
Entering Unmasked Estep 
Score: -13523981.000000 Penalty: 3761.697266
	Iteration 103Q: 3 clusters Score -1.352398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 105157 members 
Entering Unmasked Estep 
Score: -13523967.000000 Penalty: 3761.697266
	Iteration 104Q: 3 clusters Score -1.352397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -13523971.000000 Penalty: 3761.697266
	Iteration 105Q: 3 clusters Score -1.352397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -13523970.000000 Penalty: 3761.697266
	Iteration 106Q: 3 clusters Score -1.352397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -13523970.000000 Penalty: 3761.697266
	Iteration 107F: 3 clusters Score -1.352397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -252093.796875 Penalty: 1237.325684
	Iteration 0F: 2 clusters Score -252093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -249995.375000 Penalty: 2474.651367
	Iteration 0F: 3 clusters Score -249995.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -250438.921875 Penalty: 2474.651367
	Iteration 1F: 3 clusters Score -250438.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -250541.671875 Penalty: 2474.651367
	Iteration 2F: 3 clusters Score -250541.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -250596.812500 Penalty: 2474.651367
	Iteration 3Q: 3 clusters Score -250596.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -250625.171875 Penalty: 2474.651367
	Iteration 4Q: 3 clusters Score -250625.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -250645.437500 Penalty: 2474.651367
	Iteration 5Q: 3 clusters Score -250645.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -250664.156250 Penalty: 2474.651367
	Iteration 6Q: 3 clusters Score -250664.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -250673.984375 Penalty: 2474.651367
	Iteration 7Q: 3 clusters Score -250674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -250683.062500 Penalty: 2474.651367
	Iteration 8Q: 3 clusters Score -250683.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -250694.046875 Penalty: 2474.651367
	Iteration 9Q: 3 clusters Score -250694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -250703.359375 Penalty: 2474.651367
	Iteration 10Q: 3 clusters Score -250703.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -250710.984375 Penalty: 2474.651367
	Iteration 11Q: 3 clusters Score -250711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -250718.890625 Penalty: 2474.651367
	Iteration 12Q: 3 clusters Score -250718.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -250727.843750 Penalty: 2474.651367
	Iteration 13Q: 3 clusters Score -250727.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -250734.218750 Penalty: 2474.651367
	Iteration 14Q: 3 clusters Score -250734.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -250737.484375 Penalty: 2474.651367
	Iteration 15Q: 3 clusters Score -250737.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -250740.890625 Penalty: 2474.651367
	Iteration 16Q: 3 clusters Score -250740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -250746.515625 Penalty: 2474.651367
	Iteration 17Q: 3 clusters Score -250746.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -250750.296875 Penalty: 2474.651367
	Iteration 18Q: 3 clusters Score -250750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -250751.390625 Penalty: 2474.651367
	Iteration 19Q: 3 clusters Score -250751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -250753.171875 Penalty: 2474.651367
	Iteration 20F: 3 clusters Score -250753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -250754.500000 Penalty: 2474.651367
	Iteration 21Q: 3 clusters Score -250754.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -250757.328125 Penalty: 2474.651367
	Iteration 22Q: 3 clusters Score -250757.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -250760.125000 Penalty: 2474.651367
	Iteration 23Q: 3 clusters Score -250760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -250762.781250 Penalty: 2474.651367
	Iteration 24Q: 3 clusters Score -250762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -250766.265625 Penalty: 2474.651367
	Iteration 25Q: 3 clusters Score -250766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -250770.765625 Penalty: 2474.651367
	Iteration 26Q: 3 clusters Score -250770.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -250774.031250 Penalty: 2474.651367
	Iteration 27Q: 3 clusters Score -250774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -250776.500000 Penalty: 2474.651367
	Iteration 28Q: 3 clusters Score -250776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -250779.593750 Penalty: 2474.651367
	Iteration 29Q: 3 clusters Score -250779.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -250782.562500 Penalty: 2474.651367
	Iteration 30Q: 3 clusters Score -250782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -250785.921875 Penalty: 2474.651367
	Iteration 31Q: 3 clusters Score -250785.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -250789.921875 Penalty: 2474.651367
	Iteration 32Q: 3 clusters Score -250789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -250793.625000 Penalty: 2474.651367
	Iteration 33Q: 3 clusters Score -250793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -250796.187500 Penalty: 2474.651367
	Iteration 34Q: 3 clusters Score -250796.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -250801.468750 Penalty: 2474.651367
	Iteration 35Q: 3 clusters Score -250801.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -250804.984375 Penalty: 2474.651367
	Iteration 36Q: 3 clusters Score -250805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -250807.562500 Penalty: 2474.651367
	Iteration 37Q: 3 clusters Score -250807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -250809.750000 Penalty: 2474.651367
	Iteration 38Q: 3 clusters Score -250809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -250813.156250 Penalty: 2474.651367
	Iteration 39Q: 3 clusters Score -250813.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -250820.531250 Penalty: 2474.651367
	Iteration 40F: 3 clusters Score -250820.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -250828.140625 Penalty: 2474.651367
	Iteration 41Q: 3 clusters Score -250828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -250835.375000 Penalty: 2474.651367
	Iteration 42Q: 3 clusters Score -250835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -250837.687500 Penalty: 2474.651367
	Iteration 43Q: 3 clusters Score -250837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -250840.937500 Penalty: 2474.651367
	Iteration 44Q: 3 clusters Score -250840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -250846.171875 Penalty: 2474.651367
	Iteration 45Q: 3 clusters Score -250846.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -250854.562500 Penalty: 2474.651367
	Iteration 46Q: 3 clusters Score -250854.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -250860.875000 Penalty: 2474.651367
	Iteration 47Q: 3 clusters Score -250860.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -250866.453125 Penalty: 2474.651367
	Iteration 48Q: 3 clusters Score -250866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -250870.984375 Penalty: 2474.651367
	Iteration 49Q: 3 clusters Score -250871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -250874.500000 Penalty: 2474.651367
	Iteration 50Q: 3 clusters Score -250874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -250876.890625 Penalty: 2474.651367
	Iteration 51Q: 3 clusters Score -250876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -250882.265625 Penalty: 2474.651367
	Iteration 52Q: 3 clusters Score -250882.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -250887.796875 Penalty: 2474.651367
	Iteration 53Q: 3 clusters Score -250887.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -250895.234375 Penalty: 2474.651367
	Iteration 54Q: 3 clusters Score -250895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -250900.250000 Penalty: 2474.651367
	Iteration 55Q: 3 clusters Score -250900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -250905.890625 Penalty: 2474.651367
	Iteration 56Q: 3 clusters Score -250905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -250911.171875 Penalty: 2474.651367
	Iteration 57Q: 3 clusters Score -250911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -250914.296875 Penalty: 2474.651367
	Iteration 58Q: 3 clusters Score -250914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -250915.468750 Penalty: 2474.651367
	Iteration 59Q: 3 clusters Score -250915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -250916.546875 Penalty: 2474.651367
	Iteration 60F: 3 clusters Score -250916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -250917.265625 Penalty: 2474.651367
	Iteration 61Q: 3 clusters Score -250917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -250917.250000 Penalty: 2474.651367
	Iteration 62Q: 3 clusters Score -250917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -250917.578125 Penalty: 2474.651367
	Iteration 63Q: 3 clusters Score -250917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -250917.578125 Penalty: 2474.651367
	Iteration 64F: 3 clusters Score -250917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -19573.423828 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -19573.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18946.216797 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -18946.22 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19390.253906 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -19390.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19500.087891 Penalty: 1827.805786
	Iteration 2Q: 3 clusters Score -19500.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19560.289062 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -19560.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19588.457031 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -19588.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19597.167969 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -19597.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19597.167969 Penalty: 1827.805786
	Iteration 6F: 3 clusters Score -19597.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38507 members 
Mstep: Class 3 contains 26298 members 
Mstep: Class 4 contains 105045 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 109061 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22579 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 25848 members 
Mstep: Class 15 contains 85510 members 
Mstep: Class 16 contains 46945 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 106346 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 170 members 
Entering Unmasked Estep 
Score: -72815192.000000 Penalty: 43125.609375
Splitting cluster 20 changes total score from -72816440.000000 to -72815192.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38507 members 
Mstep: Class 3 contains 26298 members 
Mstep: Class 4 contains 105045 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 109061 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22579 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25848 members 
Mstep: Class 15 contains 85510 members 
Mstep: Class 16 contains 46945 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 106346 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816416.000000 Penalty: 40969.332031
Iteration 479Q: 20 clusters Score -7.281642e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38515 members 
Mstep: Class 3 contains 26299 members 
Mstep: Class 4 contains 105054 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109061 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22576 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 85496 members 
Mstep: Class 16 contains 46948 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 106342 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816392.000000 Penalty: 40969.332031
Iteration 480F: 20 clusters Score -7.281639e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38524 members 
Mstep: Class 3 contains 26300 members 
Mstep: Class 4 contains 105064 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109061 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22577 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 85486 members 
Mstep: Class 16 contains 46945 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 106333 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816416.000000 Penalty: 40969.332031
Iteration 481Q: 20 clusters Score -7.281642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38533 members 
Mstep: Class 3 contains 26298 members 
Mstep: Class 4 contains 105075 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109062 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22579 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 85474 members 
Mstep: Class 16 contains 46943 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106325 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816432.000000 Penalty: 40969.332031
Iteration 482Q: 20 clusters Score -7.281643e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38540 members 
Mstep: Class 3 contains 26298 members 
Mstep: Class 4 contains 105075 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109064 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22581 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25849 members 
Mstep: Class 15 contains 85461 members 
Mstep: Class 16 contains 46943 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106325 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816464.000000 Penalty: 40969.332031
Iteration 483Q: 20 clusters Score -7.281646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38546 members 
Mstep: Class 3 contains 26299 members 
Mstep: Class 4 contains 105075 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22581 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25846 members 
Mstep: Class 15 contains 85452 members 
Mstep: Class 16 contains 46940 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106332 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816464.000000 Penalty: 40969.332031
Iteration 484Q: 20 clusters Score -7.281646e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38538 members 
Mstep: Class 3 contains 26297 members 
Mstep: Class 4 contains 105087 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22584 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25846 members 
Mstep: Class 15 contains 85442 members 
Mstep: Class 16 contains 46944 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106333 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816472.000000 Penalty: 40969.332031
Iteration 485Q: 20 clusters Score -7.281647e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38538 members 
Mstep: Class 3 contains 26297 members 
Mstep: Class 4 contains 105093 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22583 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25848 members 
Mstep: Class 15 contains 85438 members 
Mstep: Class 16 contains 46939 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106335 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816456.000000 Penalty: 40969.332031
Iteration 486Q: 20 clusters Score -7.281646e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38533 members 
Mstep: Class 3 contains 26297 members 
Mstep: Class 4 contains 105106 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109064 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22580 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 85436 members 
Mstep: Class 16 contains 46938 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 106334 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816376.000000 Penalty: 40969.332031
Iteration 487Q: 20 clusters Score -7.281638e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38533 members 
Mstep: Class 3 contains 26297 members 
Mstep: Class 4 contains 105111 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109064 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22579 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 85428 members 
Mstep: Class 16 contains 46939 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106338 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816368.000000 Penalty: 40969.332031
Iteration 488Q: 20 clusters Score -7.281637e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38524 members 
Mstep: Class 3 contains 26299 members 
Mstep: Class 4 contains 105120 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109060 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22579 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25848 members 
Mstep: Class 15 contains 85428 members 
Mstep: Class 16 contains 46944 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106334 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816392.000000 Penalty: 40969.332031
Iteration 489Q: 20 clusters Score -7.281639e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38519 members 
Mstep: Class 3 contains 26304 members 
Mstep: Class 4 contains 105123 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109057 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22582 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 85427 members 
Mstep: Class 16 contains 46950 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106327 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816408.000000 Penalty: 40969.332031
Iteration 490Q: 20 clusters Score -7.281641e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38526 members 
Mstep: Class 3 contains 26305 members 
Mstep: Class 4 contains 105122 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109057 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22579 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25848 members 
Mstep: Class 15 contains 85425 members 
Mstep: Class 16 contains 46952 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106322 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816448.000000 Penalty: 40969.332031
Iteration 491Q: 20 clusters Score -7.281645e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38530 members 
Mstep: Class 3 contains 26306 members 
Mstep: Class 4 contains 105127 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109057 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22582 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25849 members 
Mstep: Class 15 contains 85420 members 
Mstep: Class 16 contains 46948 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106317 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816560.000000 Penalty: 40969.332031
Iteration 492Q: 20 clusters Score -7.281656e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38545 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 105123 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109054 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22578 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25853 members 
Mstep: Class 15 contains 85417 members 
Mstep: Class 16 contains 46947 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106312 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816544.000000 Penalty: 40969.332031
Iteration 493Q: 20 clusters Score -7.281654e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38562 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 105124 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109052 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22574 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25850 members 
Mstep: Class 15 contains 85410 members 
Mstep: Class 16 contains 46945 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106312 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816480.000000 Penalty: 40969.332031
Iteration 494Q: 20 clusters Score -7.281648e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38571 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 4 contains 105126 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109049 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22576 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25850 members 
Mstep: Class 15 contains 85400 members 
Mstep: Class 16 contains 46944 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 106311 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816552.000000 Penalty: 40969.332031
Iteration 495Q: 20 clusters Score -7.281655e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38584 members 
Mstep: Class 3 contains 26312 members 
Mstep: Class 4 contains 105131 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109050 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22572 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25847 members 
Mstep: Class 15 contains 85386 members 
Mstep: Class 16 contains 46946 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 106307 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816536.000000 Penalty: 40969.332031
Iteration 496Q: 20 clusters Score -7.281654e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38600 members 
Mstep: Class 3 contains 26314 members 
Mstep: Class 4 contains 105147 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109050 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22575 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25844 members 
Mstep: Class 15 contains 85367 members 
Mstep: Class 16 contains 46946 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 106291 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816496.000000 Penalty: 40969.332031
Iteration 497Q: 20 clusters Score -7.28165e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38614 members 
Mstep: Class 3 contains 26317 members 
Mstep: Class 4 contains 105151 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109049 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22576 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25845 members 
Mstep: Class 15 contains 85347 members 
Mstep: Class 16 contains 46949 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 106284 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816480.000000 Penalty: 40969.332031
Iteration 498Q: 20 clusters Score -7.281648e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38635 members 
Mstep: Class 3 contains 26318 members 
Mstep: Class 4 contains 105160 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109049 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22575 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25839 members 
Mstep: Class 15 contains 85340 members 
Mstep: Class 16 contains 46945 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 106270 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816408.000000 Penalty: 40969.332031
Iteration 499Q: 20 clusters Score -7.281641e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38638 members 
Mstep: Class 3 contains 26319 members 
Mstep: Class 4 contains 105163 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 109049 members 
Mstep: Class 7 contains 397 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 22575 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 14 contains 25839 members 
Mstep: Class 15 contains 85334 members 
Mstep: Class 16 contains 46945 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 106267 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816408.000000 Penalty: 40969.332031
Iteration 500F: 20 clusters Score -7.281641e+07 nChanged 49
Maximum iterations exceeded
--- Evaluating fit on full set of 1737627 points ---
Entering Unmasked Estep 
Score: -219132448.000000 Penalty: 44361.292969
22->20 Clusters: Score -219132448.000000, best is -219140384.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 579209 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 26393 members 
Mstep: Class 3 contains 26279 members 
Mstep: Class 4 contains 26290 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 26345 members 
Mstep: Class 7 contains 26593 members 
Mstep: Class 8 contains 26546 members 
Mstep: Class 9 contains 26339 members 
Mstep: Class 10 contains 26407 members 
Mstep: Class 11 contains 26219 members 
Mstep: Class 12 contains 26213 members 
Mstep: Class 13 contains 26357 members 
Mstep: Class 14 contains 26493 members 
Mstep: Class 15 contains 25931 members 
Mstep: Class 16 contains 26112 members 
Mstep: Class 17 contains 26339 members 
Mstep: Class 18 contains 26484 members 
Mstep: Class 19 contains 26333 members 
Mstep: Class 20 contains 26334 members 
Mstep: Class 21 contains 26070 members 
Mstep: Class 22 contains 26419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 829.780579 but Gain 2156.281250
Score: -69655680.000000 Penalty: 45281.890625
Iteration 0F: 22 clusters Score -6.965568e+07 nChanged 552873
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 41964 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 11850 members 
Mstep: Class 6 contains 178139 members 
Mstep: Class 7 contains 35349 members 
Mstep: Class 8 contains 209449 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 14103 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 21565 members 
Mstep: Class 13 contains 15055 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 1147 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 11383 members 
Mstep: Class 20 contains 1200 members 
Mstep: Class 21 contains 11444 members 
Mstep: Class 22 contains 4503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 796.084595 but Gain 2156.281250
Score: -71970576.000000 Penalty: 43125.609375
Iteration 1F: 21 clusters Score -7.197058e+07 nChanged 130737
Entering Unmasked Mstep 
Mstep: Class 0 contains 702 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 41162 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 6 contains 218523 members 
Mstep: Class 7 contains 32013 members 
Mstep: Class 8 contains 199750 members 
Mstep: Class 9 contains 833 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 10685 members 
Mstep: Class 14 contains 6496 members 
Mstep: Class 15 contains 887 members 
Mstep: Class 16 contains 976 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 7739 members 
Mstep: Class 20 contains 853 members 
Mstep: Class 21 contains 10934 members 
Mstep: Class 22 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 977.419739 but Gain 2156.277344
Score: -72072656.000000 Penalty: 40969.332031
Iteration 2F: 20 clusters Score -7.207266e+07 nChanged 101803
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 51304 members 
Mstep: Class 4 contains 6777 members 
Mstep: Class 6 contains 202726 members 
Mstep: Class 7 contains 32182 members 
Mstep: Class 8 contains 201529 members 
Mstep: Class 9 contains 984 members 
Mstep: Class 10 contains 11035 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 14860 members 
Mstep: Class 13 contains 8662 members 
Mstep: Class 14 contains 9156 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 10115 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 15728 members 
Mstep: Class 22 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1053.791016 but Gain 2156.281250
Score: -72191104.000000 Penalty: 38813.050781
Iteration 3F: 19 clusters Score -7.21911e+07 nChanged 93565
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 2 contains 74313 members 
Mstep: Class 4 contains 6266 members 
Mstep: Class 6 contains 185371 members 
Mstep: Class 7 contains 32189 members 
Mstep: Class 8 contains 184483 members 
Mstep: Class 9 contains 859 members 
Mstep: Class 10 contains 13720 members 
Mstep: Class 11 contains 1370 members 
Mstep: Class 12 contains 13863 members 
Mstep: Class 13 contains 7049 members 
Mstep: Class 14 contains 11251 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 17 contains 873 members 
Mstep: Class 18 contains 12884 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 24141 members 
Mstep: Class 22 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1095.503906 but Gain 2156.281250
Score: -72326376.000000 Penalty: 36656.769531
Iteration 4F: 18 clusters Score -7.232638e+07 nChanged 95668
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 2 contains 107764 members 
Mstep: Class 4 contains 5057 members 
Mstep: Class 6 contains 168644 members 
Mstep: Class 7 contains 30441 members 
Mstep: Class 8 contains 160707 members 
Mstep: Class 9 contains 757 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 1277 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 4982 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 18 contains 13994 members 
Mstep: Class 19 contains 7839 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 33083 members 
Mstep: Class 22 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1184.876953 but Gain 2156.281250
Score: -72456048.000000 Penalty: 34500.488281
Iteration 5F: 17 clusters Score -7.245605e+07 nChanged 90145
Entering Unmasked Mstep 
Mstep: Class 0 contains 319 members 
Mstep: Class 2 contains 144408 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 6 contains 150512 members 
Mstep: Class 7 contains 25961 members 
Mstep: Class 8 contains 143301 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 20509 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 10337 members 
Mstep: Class 13 contains 3042 members 
Mstep: Class 14 contains 12018 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 18 contains 13778 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 857 members 
Mstep: Class 21 contains 40356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1979.958374 but Gain 2156.279297
Score: -72529976.000000 Penalty: 32344.208984
Iteration 6F: 16 clusters Score -7.252998e+07 nChanged 83959
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 2 contains 165672 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 6 contains 136178 members 
Mstep: Class 7 contains 23038 members 
Mstep: Class 8 contains 133097 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 27420 members 
Mstep: Class 11 contains 1318 members 
Mstep: Class 12 contains 9195 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 8084 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 46069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1772.875488 but Gain 2156.281250
Score: -72569120.000000 Penalty: 30187.927734
Iteration 7F: 15 clusters Score -7.256912e+07 nChanged 67984
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 2 contains 166085 members 
Mstep: Class 6 contains 128441 members 
Mstep: Class 7 contains 21636 members 
Mstep: Class 8 contains 133770 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 36129 members 
Mstep: Class 11 contains 1364 members 
Mstep: Class 12 contains 8920 members 
Mstep: Class 14 contains 10602 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 49510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72604208.000000 Penalty: 30187.927734
Iteration 8F: 15 clusters Score -7.260421e+07 nChanged 48395
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 2 contains 160067 members 
Mstep: Class 6 contains 122661 members 
Mstep: Class 7 contains 20838 members 
Mstep: Class 8 contains 135734 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 45466 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 9429 members 
Mstep: Class 14 contains 9866 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 18 contains 11137 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 51699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72638168.000000 Penalty: 30187.927734
Iteration 9F: 15 clusters Score -7.263817e+07 nChanged 38298
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 2 contains 153874 members 
Mstep: Class 6 contains 118136 members 
Mstep: Class 7 contains 20322 members 
Mstep: Class 8 contains 135014 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 55127 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 12 contains 10835 members 
Mstep: Class 14 contains 9341 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 18 contains 10723 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 20 contains 889 members 
Mstep: Class 21 contains 53472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72668384.000000 Penalty: 30187.927734
Iteration 10F: 15 clusters Score -7.266838e+07 nChanged 31696
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 2 contains 147936 members 
Mstep: Class 6 contains 114868 members 
Mstep: Class 7 contains 20049 members 
Mstep: Class 8 contains 132541 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 64485 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 12 contains 12593 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 18 contains 10517 members 
Mstep: Class 19 contains 8203 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 55062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72696688.000000 Penalty: 30187.927734
Iteration 11F: 15 clusters Score -7.269669e+07 nChanged 26955
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 2 contains 141913 members 
Mstep: Class 6 contains 112794 members 
Mstep: Class 7 contains 20153 members 
Mstep: Class 8 contains 129367 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 72968 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 14391 members 
Mstep: Class 14 contains 8698 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 7918 members 
Mstep: Class 20 contains 863 members 
Mstep: Class 21 contains 56568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72720624.000000 Penalty: 30187.927734
Iteration 12Q: 15 clusters Score -7.272062e+07 nChanged 22567
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 2 contains 135821 members 
Mstep: Class 6 contains 111648 members 
Mstep: Class 7 contains 20401 members 
Mstep: Class 8 contains 126432 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 80527 members 
Mstep: Class 11 contains 1708 members 
Mstep: Class 12 contains 15916 members 
Mstep: Class 14 contains 8444 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 18 contains 10440 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 57963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72738408.000000 Penalty: 30187.927734
Iteration 13Q: 15 clusters Score -7.273841e+07 nChanged 19178
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 2 contains 130091 members 
Mstep: Class 6 contains 111128 members 
Mstep: Class 7 contains 20723 members 
Mstep: Class 8 contains 123648 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 87205 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 12 contains 17318 members 
Mstep: Class 14 contains 8242 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 831 members 
Mstep: Class 21 contains 59094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72751472.000000 Penalty: 30187.927734
Iteration 14Q: 15 clusters Score -7.275147e+07 nChanged 16037
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 2 contains 124976 members 
Mstep: Class 6 contains 110845 members 
Mstep: Class 7 contains 21145 members 
Mstep: Class 8 contains 121121 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 93058 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 18583 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 59985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72761784.000000 Penalty: 30187.927734
Iteration 15Q: 15 clusters Score -7.276178e+07 nChanged 14023
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 2 contains 120552 members 
Mstep: Class 6 contains 110723 members 
Mstep: Class 7 contains 21413 members 
Mstep: Class 8 contains 118799 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 98182 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 19812 members 
Mstep: Class 14 contains 7871 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 19 contains 6281 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 60700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72769064.000000 Penalty: 30187.927734
Iteration 16Q: 15 clusters Score -7.276906e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 2 contains 117004 members 
Mstep: Class 6 contains 110661 members 
Mstep: Class 7 contains 21517 members 
Mstep: Class 8 contains 116698 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 102541 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 20931 members 
Mstep: Class 14 contains 7735 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 18 contains 10772 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 61236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72775248.000000 Penalty: 30187.927734
Iteration 17Q: 15 clusters Score -7.277525e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 2 contains 114168 members 
Mstep: Class 6 contains 110670 members 
Mstep: Class 7 contains 21332 members 
Mstep: Class 8 contains 114981 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 106092 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 21961 members 
Mstep: Class 14 contains 7622 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 18 contains 10871 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 61723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72779168.000000 Penalty: 30187.927734
Iteration 18Q: 15 clusters Score -7.277917e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 2 contains 111891 members 
Mstep: Class 6 contains 110694 members 
Mstep: Class 7 contains 20993 members 
Mstep: Class 8 contains 113387 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 109290 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 22820 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 5125 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 62163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72782552.000000 Penalty: 30187.927734
Iteration 19Q: 15 clusters Score -7.278255e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 2 contains 110028 members 
Mstep: Class 6 contains 110667 members 
Mstep: Class 7 contains 20685 members 
Mstep: Class 8 contains 111911 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 112219 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 23483 members 
Mstep: Class 14 contains 7360 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 18 contains 11172 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 62463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783280.000000 Penalty: 30187.927734
Iteration 20F: 15 clusters Score -7.278328e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 2 contains 108157 members 
Mstep: Class 6 contains 110674 members 
Mstep: Class 7 contains 20401 members 
Mstep: Class 8 contains 110583 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 115101 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 24028 members 
Mstep: Class 14 contains 7245 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 18 contains 11319 members 
Mstep: Class 19 contains 4629 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 62649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783080.000000 Penalty: 30187.927734
Iteration 21Q: 15 clusters Score -7.278308e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 2 contains 106452 members 
Mstep: Class 6 contains 110608 members 
Mstep: Class 7 contains 20218 members 
Mstep: Class 8 contains 109419 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 117563 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 24560 members 
Mstep: Class 14 contains 7096 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 18 contains 11512 members 
Mstep: Class 19 contains 4458 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 62845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72782800.000000 Penalty: 30187.927734
Iteration 22Q: 15 clusters Score -7.27828e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 2 contains 105244 members 
Mstep: Class 6 contains 110504 members 
Mstep: Class 7 contains 20135 members 
Mstep: Class 8 contains 108546 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 119202 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 25069 members 
Mstep: Class 14 contains 6965 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 63015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72782288.000000 Penalty: 30187.927734
Iteration 23Q: 15 clusters Score -7.278229e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 104395 members 
Mstep: Class 6 contains 110361 members 
Mstep: Class 7 contains 20133 members 
Mstep: Class 8 contains 108057 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 119944 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 25589 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 675 members 
Mstep: Class 18 contains 11833 members 
Mstep: Class 19 contains 4197 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 63217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72782648.000000 Penalty: 30187.927734
Iteration 24Q: 15 clusters Score -7.278265e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 103937 members 
Mstep: Class 6 contains 110224 members 
Mstep: Class 7 contains 20189 members 
Mstep: Class 8 contains 107822 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 119919 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 26158 members 
Mstep: Class 14 contains 6762 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 18 contains 11984 members 
Mstep: Class 19 contains 4106 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 63402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783352.000000 Penalty: 30187.927734
Iteration 25Q: 15 clusters Score -7.278335e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 103830 members 
Mstep: Class 6 contains 110016 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 107842 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 119309 members 
Mstep: Class 11 contains 2580 members 
Mstep: Class 12 contains 26688 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 18 contains 12107 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 63636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72784520.000000 Penalty: 30187.927734
Iteration 26Q: 15 clusters Score -7.278452e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 103929 members 
Mstep: Class 6 contains 109766 members 
Mstep: Class 7 contains 20394 members 
Mstep: Class 8 contains 108048 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 118376 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 27194 members 
Mstep: Class 14 contains 6565 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 18 contains 12202 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 63849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72785864.000000 Penalty: 30187.927734
Iteration 27Q: 15 clusters Score -7.278586e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 104188 members 
Mstep: Class 6 contains 109512 members 
Mstep: Class 7 contains 20508 members 
Mstep: Class 8 contains 108315 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 117223 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 27696 members 
Mstep: Class 14 contains 6479 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 18 contains 12282 members 
Mstep: Class 19 contains 3893 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 64070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787896.000000 Penalty: 30187.927734
Iteration 28Q: 15 clusters Score -7.27879e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 104529 members 
Mstep: Class 6 contains 109247 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 108641 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 115974 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 28155 members 
Mstep: Class 14 contains 6415 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 64298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789688.000000 Penalty: 30187.927734
Iteration 29Q: 15 clusters Score -7.278969e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 104898 members 
Mstep: Class 6 contains 109035 members 
Mstep: Class 7 contains 20650 members 
Mstep: Class 8 contains 108935 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 114745 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 28561 members 
Mstep: Class 14 contains 6329 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 18 contains 12432 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 64578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791624.000000 Penalty: 30187.927734
Iteration 30Q: 15 clusters Score -7.279162e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 105294 members 
Mstep: Class 6 contains 108805 members 
Mstep: Class 7 contains 20663 members 
Mstep: Class 8 contains 109351 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 3032 members 
Mstep: Class 12 contains 28937 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 18 contains 12513 members 
Mstep: Class 19 contains 3793 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 64817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793416.000000 Penalty: 30187.927734
Iteration 31Q: 15 clusters Score -7.279342e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 105680 members 
Mstep: Class 6 contains 108594 members 
Mstep: Class 7 contains 20591 members 
Mstep: Class 8 contains 109737 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 112481 members 
Mstep: Class 11 contains 3068 members 
Mstep: Class 12 contains 29258 members 
Mstep: Class 14 contains 6129 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 18 contains 12589 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 65073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795296.000000 Penalty: 30187.927734
Iteration 32Q: 15 clusters Score -7.27953e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 106041 members 
Mstep: Class 6 contains 108437 members 
Mstep: Class 7 contains 20517 members 
Mstep: Class 8 contains 110058 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 111471 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 29560 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 65352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796872.000000 Penalty: 30187.927734
Iteration 33Q: 15 clusters Score -7.279687e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 106386 members 
Mstep: Class 6 contains 108313 members 
Mstep: Class 7 contains 20402 members 
Mstep: Class 8 contains 110402 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 110545 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 29830 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 18 contains 12708 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 65610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798032.000000 Penalty: 30187.927734
Iteration 34Q: 15 clusters Score -7.279803e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 106735 members 
Mstep: Class 6 contains 108195 members 
Mstep: Class 7 contains 20248 members 
Mstep: Class 8 contains 110749 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 109706 members 
Mstep: Class 11 contains 3122 members 
Mstep: Class 12 contains 30053 members 
Mstep: Class 14 contains 5858 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 18 contains 12776 members 
Mstep: Class 19 contains 3679 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 65850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799104.000000 Penalty: 30187.927734
Iteration 35Q: 15 clusters Score -7.27991e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 107041 members 
Mstep: Class 6 contains 108074 members 
Mstep: Class 7 contains 20109 members 
Mstep: Class 8 contains 111064 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 108967 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 30259 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 18 contains 12834 members 
Mstep: Class 19 contains 3643 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 66071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799928.000000 Penalty: 30187.927734
Iteration 36Q: 15 clusters Score -7.279993e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 107365 members 
Mstep: Class 6 contains 107945 members 
Mstep: Class 7 contains 19962 members 
Mstep: Class 8 contains 111312 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 108320 members 
Mstep: Class 11 contains 3125 members 
Mstep: Class 12 contains 30455 members 
Mstep: Class 14 contains 5719 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 18 contains 12894 members 
Mstep: Class 19 contains 3587 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 66287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801056.000000 Penalty: 30187.927734
Iteration 37Q: 15 clusters Score -7.280106e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 107607 members 
Mstep: Class 6 contains 107839 members 
Mstep: Class 7 contains 19764 members 
Mstep: Class 8 contains 111576 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 107799 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 30642 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 18 contains 12936 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 66498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801688.000000 Penalty: 30187.927734
Iteration 38Q: 15 clusters Score -7.280169e+07 nChanged 2684
Entering ConstructFrom: 
Score: -72801688.000000 Penalty: 30187.927734
Entering ConstructFrom: 
Trying to split cluster 2 (107798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Entering Unmasked Estep 
Score: -13749980.000000 Penalty: 1883.052368
	Iteration 0F: 2 clusters Score -1.374998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -13681505.000000 Penalty: 3766.104736
	Iteration 0F: 3 clusters Score -1.36815e+07 nChanged 51709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -13711990.000000 Penalty: 3766.104736
	Iteration 1F: 3 clusters Score -1.371199e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -13713395.000000 Penalty: 3766.104736
	Iteration 2Q: 3 clusters Score -1.37134e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -13715406.000000 Penalty: 3766.104736
	Iteration 3Q: 3 clusters Score -1.371541e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -13718159.000000 Penalty: 3766.104736
	Iteration 4Q: 3 clusters Score -1.371816e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -13721847.000000 Penalty: 3766.104736
	Iteration 5F: 3 clusters Score -1.372185e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -13726745.000000 Penalty: 3766.104736
	Iteration 6F: 3 clusters Score -1.372674e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -13731845.000000 Penalty: 3766.104736
	Iteration 7F: 3 clusters Score -1.373184e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -13735612.000000 Penalty: 3766.104736
	Iteration 8F: 3 clusters Score -1.373561e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -13737231.000000 Penalty: 3766.104736
	Iteration 9Q: 3 clusters Score -1.373723e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -13737891.000000 Penalty: 3766.104736
	Iteration 10Q: 3 clusters Score -1.373789e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -13738263.000000 Penalty: 3766.104736
	Iteration 11Q: 3 clusters Score -1.373826e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -13738606.000000 Penalty: 3766.104736
	Iteration 12Q: 3 clusters Score -1.373861e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -13738945.000000 Penalty: 3766.104736
	Iteration 13Q: 3 clusters Score -1.373894e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -13739380.000000 Penalty: 3766.104736
	Iteration 14Q: 3 clusters Score -1.373938e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -13739782.000000 Penalty: 3766.104736
	Iteration 15Q: 3 clusters Score -1.373978e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -13740085.000000 Penalty: 3766.104736
	Iteration 16Q: 3 clusters Score -1.374008e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -13740407.000000 Penalty: 3766.104736
	Iteration 17Q: 3 clusters Score -1.374041e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -13740640.000000 Penalty: 3766.104736
	Iteration 18Q: 3 clusters Score -1.374064e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -13740886.000000 Penalty: 3766.104736
	Iteration 19Q: 3 clusters Score -1.374089e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -13741150.000000 Penalty: 3766.104736
	Iteration 20F: 3 clusters Score -1.374115e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -13741350.000000 Penalty: 3766.104736
	Iteration 21Q: 3 clusters Score -1.374135e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -13741444.000000 Penalty: 3766.104736
	Iteration 22Q: 3 clusters Score -1.374144e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -13741549.000000 Penalty: 3766.104736
	Iteration 23Q: 3 clusters Score -1.374155e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -13741676.000000 Penalty: 3766.104736
	Iteration 24Q: 3 clusters Score -1.374168e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -13741706.000000 Penalty: 3766.104736
	Iteration 25Q: 3 clusters Score -1.374171e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -13741723.000000 Penalty: 3766.104736
	Iteration 26Q: 3 clusters Score -1.374172e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -13741730.000000 Penalty: 3766.104736
	Iteration 27Q: 3 clusters Score -1.374173e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -13741783.000000 Penalty: 3766.104736
	Iteration 28Q: 3 clusters Score -1.374178e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -13741797.000000 Penalty: 3766.104736
	Iteration 29Q: 3 clusters Score -1.37418e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -13741858.000000 Penalty: 3766.104736
	Iteration 30Q: 3 clusters Score -1.374186e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -13741852.000000 Penalty: 3766.104736
	Iteration 31Q: 3 clusters Score -1.374185e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -13741927.000000 Penalty: 3766.104736
	Iteration 32Q: 3 clusters Score -1.374193e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -13741986.000000 Penalty: 3766.104736
	Iteration 33Q: 3 clusters Score -1.374199e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -13742041.000000 Penalty: 3766.104736
	Iteration 34Q: 3 clusters Score -1.374204e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -13742034.000000 Penalty: 3766.104736
	Iteration 35Q: 3 clusters Score -1.374203e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -13742099.000000 Penalty: 3766.104736
	Iteration 36Q: 3 clusters Score -1.37421e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -13742130.000000 Penalty: 3766.104736
	Iteration 37Q: 3 clusters Score -1.374213e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -13742182.000000 Penalty: 3766.104736
	Iteration 38Q: 3 clusters Score -1.374218e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -13742181.000000 Penalty: 3766.104736
	Iteration 39Q: 3 clusters Score -1.374218e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -13742223.000000 Penalty: 3766.104736
	Iteration 40F: 3 clusters Score -1.374222e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -13742264.000000 Penalty: 3766.104736
	Iteration 41Q: 3 clusters Score -1.374226e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -13742279.000000 Penalty: 3766.104736
	Iteration 42Q: 3 clusters Score -1.374228e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -13742321.000000 Penalty: 3766.104736
	Iteration 43Q: 3 clusters Score -1.374232e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -13742349.000000 Penalty: 3766.104736
	Iteration 44Q: 3 clusters Score -1.374235e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -13742363.000000 Penalty: 3766.104736
	Iteration 45Q: 3 clusters Score -1.374236e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -13742343.000000 Penalty: 3766.104736
	Iteration 46Q: 3 clusters Score -1.374234e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -13742384.000000 Penalty: 3766.104736
	Iteration 47Q: 3 clusters Score -1.374238e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -13742433.000000 Penalty: 3766.104736
	Iteration 48Q: 3 clusters Score -1.374243e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -13742482.000000 Penalty: 3766.104736
	Iteration 49Q: 3 clusters Score -1.374248e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -13742541.000000 Penalty: 3766.104736
	Iteration 50Q: 3 clusters Score -1.374254e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -13742550.000000 Penalty: 3766.104736
	Iteration 51Q: 3 clusters Score -1.374255e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -13742753.000000 Penalty: 3766.104736
	Iteration 52Q: 3 clusters Score -1.374275e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -13742859.000000 Penalty: 3766.104736
	Iteration 53Q: 3 clusters Score -1.374286e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -13742864.000000 Penalty: 3766.104736
	Iteration 54Q: 3 clusters Score -1.374286e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -13742946.000000 Penalty: 3766.104736
	Iteration 55Q: 3 clusters Score -1.374295e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -13743004.000000 Penalty: 3766.104736
	Iteration 56Q: 3 clusters Score -1.3743e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -13743083.000000 Penalty: 3766.104736
	Iteration 57Q: 3 clusters Score -1.374308e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -13743085.000000 Penalty: 3766.104736
	Iteration 58Q: 3 clusters Score -1.374308e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -13743172.000000 Penalty: 3766.104736
	Iteration 59Q: 3 clusters Score -1.374317e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -13743199.000000 Penalty: 3766.104736
	Iteration 60F: 3 clusters Score -1.37432e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -13743251.000000 Penalty: 3766.104736
	Iteration 61Q: 3 clusters Score -1.374325e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -13743300.000000 Penalty: 3766.104736
	Iteration 62Q: 3 clusters Score -1.37433e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -13743421.000000 Penalty: 3766.104736
	Iteration 63Q: 3 clusters Score -1.374342e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -13743538.000000 Penalty: 3766.104736
	Iteration 64Q: 3 clusters Score -1.374354e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.374365e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.374379e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -13744018.000000 Penalty: 3766.104736
	Iteration 67Q: 3 clusters Score -1.374402e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -13744075.000000 Penalty: 3766.104736
	Iteration 68Q: 3 clusters Score -1.374408e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -13744197.000000 Penalty: 3766.104736
	Iteration 69Q: 3 clusters Score -1.37442e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.374439e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -13744591.000000 Penalty: 3766.104736
	Iteration 71Q: 3 clusters Score -1.374459e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.37448e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.374497e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.374516e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -13745343.000000 Penalty: 3766.104736
	Iteration 75Q: 3 clusters Score -1.374534e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.374552e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -13745760.000000 Penalty: 3766.104736
	Iteration 77Q: 3 clusters Score -1.374576e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92561 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -13746072.000000 Penalty: 3766.104736
	Iteration 78Q: 3 clusters Score -1.374607e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -13746394.000000 Penalty: 3766.104736
	Iteration 79Q: 3 clusters Score -1.374639e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -13746738.000000 Penalty: 3766.104736
	Iteration 80F: 3 clusters Score -1.374674e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.37471e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.374746e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97540 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.374763e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98314 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.374776e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.374794e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.374817e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.374832e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.374849e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.374858e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.374871e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.374878e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.374892e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103728 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.374896e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -13749043.000000 Penalty: 3766.104736
	Iteration 94Q: 3 clusters Score -1.374904e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -13749012.000000 Penalty: 3766.104736
	Iteration 95Q: 3 clusters Score -1.374901e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.374907e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104978 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.374906e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -13749083.000000 Penalty: 3766.104736
	Iteration 98Q: 3 clusters Score -1.374908e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105336 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -13749042.000000 Penalty: 3766.104736
	Iteration 99Q: 3 clusters Score -1.374904e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -13749054.000000 Penalty: 3766.104736
	Iteration 100F: 3 clusters Score -1.374905e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -13749058.000000 Penalty: 3766.104736
	Iteration 101Q: 3 clusters Score -1.374906e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105705 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.374907e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -13749036.000000 Penalty: 3766.104736
	Iteration 103Q: 3 clusters Score -1.374904e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -13749064.000000 Penalty: 3766.104736
	Iteration 104Q: 3 clusters Score -1.374906e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -13749090.000000 Penalty: 3766.104736
	Iteration 105Q: 3 clusters Score -1.374909e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106045 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -13749050.000000 Penalty: 3766.104736
	Iteration 106Q: 3 clusters Score -1.374905e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -13749059.000000 Penalty: 3766.104736
	Iteration 107Q: 3 clusters Score -1.374906e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13749063.000000 Penalty: 3766.104736
	Iteration 108Q: 3 clusters Score -1.374906e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106223 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -13749049.000000 Penalty: 3766.104736
	Iteration 109Q: 3 clusters Score -1.374905e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106266 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13749047.000000 Penalty: 3766.104736
	Iteration 110Q: 3 clusters Score -1.374905e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -13749058.000000 Penalty: 3766.104736
	Iteration 111Q: 3 clusters Score -1.374906e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13749085.000000 Penalty: 3766.104736
	Iteration 112Q: 3 clusters Score -1.374908e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106368 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -13749061.000000 Penalty: 3766.104736
	Iteration 113Q: 3 clusters Score -1.374906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13749052.000000 Penalty: 3766.104736
	Iteration 114Q: 3 clusters Score -1.374905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13749069.000000 Penalty: 3766.104736
	Iteration 115Q: 3 clusters Score -1.374907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13749065.000000 Penalty: 3766.104736
	Iteration 116Q: 3 clusters Score -1.374906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -13749059.000000 Penalty: 3766.104736
	Iteration 117Q: 3 clusters Score -1.374906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106462 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -13749066.000000 Penalty: 3766.104736
	Iteration 118Q: 3 clusters Score -1.374907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13749077.000000 Penalty: 3766.104736
	Iteration 119Q: 3 clusters Score -1.374908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106499 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -13749094.000000 Penalty: 3766.104736
	Iteration 120F: 3 clusters Score -1.374909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13749086.000000 Penalty: 3766.104736
	Iteration 121Q: 3 clusters Score -1.374909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -13749076.000000 Penalty: 3766.104736
	Iteration 122Q: 3 clusters Score -1.374908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13749066.000000 Penalty: 3766.104736
	Iteration 123Q: 3 clusters Score -1.374907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106527 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13749067.000000 Penalty: 3766.104736
	Iteration 124Q: 3 clusters Score -1.374907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13749079.000000 Penalty: 3766.104736
	Iteration 125Q: 3 clusters Score -1.374908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13749086.000000 Penalty: 3766.104736
	Iteration 126Q: 3 clusters Score -1.374909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106546 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13749089.000000 Penalty: 3766.104736
	Iteration 127Q: 3 clusters Score -1.374909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13749080.000000 Penalty: 3766.104736
	Iteration 128Q: 3 clusters Score -1.374908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -13749078.000000 Penalty: 3766.104736
	Iteration 129Q: 3 clusters Score -1.374908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13749081.000000 Penalty: 3766.104736
	Iteration 130Q: 3 clusters Score -1.374908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13749079.000000 Penalty: 3766.104736
	Iteration 131Q: 3 clusters Score -1.374908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106557 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -13749082.000000 Penalty: 3766.104736
	Iteration 132Q: 3 clusters Score -1.374908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13749083.000000 Penalty: 3766.104736
	Iteration 133Q: 3 clusters Score -1.374908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -13749086.000000 Penalty: 3766.104736
	Iteration 134Q: 3 clusters Score -1.374909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13749082.000000 Penalty: 3766.104736
	Iteration 135Q: 3 clusters Score -1.374908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106565 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -13749087.000000 Penalty: 3766.104736
	Iteration 136Q: 3 clusters Score -1.374909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106569 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -13749079.000000 Penalty: 3766.104736
	Iteration 137Q: 3 clusters Score -1.374908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106572 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13749085.000000 Penalty: 3766.104736
	Iteration 138Q: 3 clusters Score -1.374908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13749073.000000 Penalty: 3766.104736
	Iteration 139Q: 3 clusters Score -1.374907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13749073.000000 Penalty: 3766.104736
	Iteration 140F: 3 clusters Score -1.374907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13749067.000000 Penalty: 3766.104736
	Iteration 141Q: 3 clusters Score -1.374907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106585 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -13749052.000000 Penalty: 3766.104736
	Iteration 142Q: 3 clusters Score -1.374905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -13749056.000000 Penalty: 3766.104736
	Iteration 143Q: 3 clusters Score -1.374906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -13749053.000000 Penalty: 3766.104736
	Iteration 144Q: 3 clusters Score -1.374905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13749061.000000 Penalty: 3766.104736
	Iteration 145Q: 3 clusters Score -1.374906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13749063.000000 Penalty: 3766.104736
	Iteration 146Q: 3 clusters Score -1.374906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106599 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13749055.000000 Penalty: 3766.104736
	Iteration 147Q: 3 clusters Score -1.374906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13749044.000000 Penalty: 3766.104736
	Iteration 148Q: 3 clusters Score -1.374904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13749044.000000 Penalty: 3766.104736
	Iteration 149F: 3 clusters Score -1.374904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (107757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Entering Unmasked Estep 
Score: -13954585.000000 Penalty: 1882.990479
	Iteration 0F: 2 clusters Score -1.395458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -13890274.000000 Penalty: 3765.980957
	Iteration 0F: 3 clusters Score -1.389027e+07 nChanged 51419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -13920405.000000 Penalty: 3765.980957
	Iteration 1F: 3 clusters Score -1.39204e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -13921144.000000 Penalty: 3765.980957
	Iteration 2Q: 3 clusters Score -1.392114e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -13922298.000000 Penalty: 3765.980957
	Iteration 3Q: 3 clusters Score -1.39223e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -13924172.000000 Penalty: 3765.980957
	Iteration 4Q: 3 clusters Score -1.392417e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -13926831.000000 Penalty: 3765.980957
	Iteration 5F: 3 clusters Score -1.392683e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -13930520.000000 Penalty: 3765.980957
	Iteration 6F: 3 clusters Score -1.393052e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -13934867.000000 Penalty: 3765.980957
	Iteration 7F: 3 clusters Score -1.393487e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -13939450.000000 Penalty: 3765.980957
	Iteration 8F: 3 clusters Score -1.393945e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -13943194.000000 Penalty: 3765.980957
	Iteration 9F: 3 clusters Score -1.394319e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -13946736.000000 Penalty: 3765.980957
	Iteration 10Q: 3 clusters Score -1.394674e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -13949858.000000 Penalty: 3765.980957
	Iteration 11Q: 3 clusters Score -1.394986e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -13951631.000000 Penalty: 3765.980957
	Iteration 12Q: 3 clusters Score -1.395163e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -13952295.000000 Penalty: 3765.980957
	Iteration 13Q: 3 clusters Score -1.39523e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -13952654.000000 Penalty: 3765.980957
	Iteration 14Q: 3 clusters Score -1.395265e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -13952792.000000 Penalty: 3765.980957
	Iteration 15Q: 3 clusters Score -1.395279e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -13952834.000000 Penalty: 3765.980957
	Iteration 16Q: 3 clusters Score -1.395283e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 107139 members 
Entering Unmasked Estep 
Score: -13952898.000000 Penalty: 3765.980957
	Iteration 17Q: 3 clusters Score -1.39529e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 107195 members 
Entering Unmasked Estep 
Score: -13952926.000000 Penalty: 3765.980957
	Iteration 18Q: 3 clusters Score -1.395293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -13952967.000000 Penalty: 3765.980957
	Iteration 19Q: 3 clusters Score -1.395297e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -13952975.000000 Penalty: 3765.980957
	Iteration 20F: 3 clusters Score -1.395298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 107292 members 
Entering Unmasked Estep 
Score: -13952987.000000 Penalty: 3765.980957
	Iteration 21Q: 3 clusters Score -1.395299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -13952990.000000 Penalty: 3765.980957
	Iteration 22Q: 3 clusters Score -1.395299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -13953002.000000 Penalty: 3765.980957
	Iteration 23Q: 3 clusters Score -1.3953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -13953016.000000 Penalty: 3765.980957
	Iteration 24Q: 3 clusters Score -1.395302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 107326 members 
Entering Unmasked Estep 
Score: -13953021.000000 Penalty: 3765.980957
	Iteration 25Q: 3 clusters Score -1.395302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 107332 members 
Entering Unmasked Estep 
Score: -13953021.000000 Penalty: 3765.980957
	Iteration 26Q: 3 clusters Score -1.395302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -13953028.000000 Penalty: 3765.980957
	Iteration 27Q: 3 clusters Score -1.395303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -13953031.000000 Penalty: 3765.980957
	Iteration 28Q: 3 clusters Score -1.395303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 107337 members 
Entering Unmasked Estep 
Score: -13953026.000000 Penalty: 3765.980957
	Iteration 29Q: 3 clusters Score -1.395303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 107339 members 
Entering Unmasked Estep 
Score: -13953036.000000 Penalty: 3765.980957
	Iteration 30Q: 3 clusters Score -1.395304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -13953030.000000 Penalty: 3765.980957
	Iteration 31Q: 3 clusters Score -1.395303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 107343 members 
Entering Unmasked Estep 
Score: -13953034.000000 Penalty: 3765.980957
	Iteration 32Q: 3 clusters Score -1.395303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 107345 members 
Entering Unmasked Estep 
Score: -13953038.000000 Penalty: 3765.980957
	Iteration 33Q: 3 clusters Score -1.395304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -13953036.000000 Penalty: 3765.980957
	Iteration 34Q: 3 clusters Score -1.395304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -13953041.000000 Penalty: 3765.980957
	Iteration 35Q: 3 clusters Score -1.395304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -13953031.000000 Penalty: 3765.980957
	Iteration 36Q: 3 clusters Score -1.395303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -13953031.000000 Penalty: 3765.980957
	Iteration 37F: 3 clusters Score -1.395303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Entering Unmasked Estep 
Score: -2508780.250000 Penalty: 1605.394165
	Iteration 0F: 2 clusters Score -2508780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2495474.500000 Penalty: 3210.788330
	Iteration 0F: 3 clusters Score -2495474 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2500348.750000 Penalty: 3210.788330
	Iteration 1F: 3 clusters Score -2500349 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2500796.750000 Penalty: 3210.788330
	Iteration 2F: 3 clusters Score -2500797 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2501311.000000 Penalty: 3210.788330
	Iteration 3F: 3 clusters Score -2501311 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2501905.000000 Penalty: 3210.788330
	Iteration 4F: 3 clusters Score -2501905 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2502618.500000 Penalty: 3210.788330
	Iteration 5F: 3 clusters Score -2502618 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2503383.750000 Penalty: 3210.788330
	Iteration 6F: 3 clusters Score -2503384 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2504176.750000 Penalty: 3210.788330
	Iteration 7F: 3 clusters Score -2504177 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2504908.000000 Penalty: 3210.788330
	Iteration 8F: 3 clusters Score -2504908 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2505389.000000 Penalty: 3210.788330
	Iteration 9Q: 3 clusters Score -2505389 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2505675.250000 Penalty: 3210.788330
	Iteration 10Q: 3 clusters Score -2505675 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2505835.500000 Penalty: 3210.788330
	Iteration 11Q: 3 clusters Score -2505836 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2505927.000000 Penalty: 3210.788330
	Iteration 12Q: 3 clusters Score -2505927 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2505996.250000 Penalty: 3210.788330
	Iteration 13Q: 3 clusters Score -2505996 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2506048.000000 Penalty: 3210.788330
	Iteration 14Q: 3 clusters Score -2506048 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2506112.000000 Penalty: 3210.788330
	Iteration 15Q: 3 clusters Score -2506112 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2506175.750000 Penalty: 3210.788330
	Iteration 16Q: 3 clusters Score -2506176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2506248.250000 Penalty: 3210.788330
	Iteration 17Q: 3 clusters Score -2506248 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2506319.500000 Penalty: 3210.788330
	Iteration 18Q: 3 clusters Score -2506320 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2506391.750000 Penalty: 3210.788330
	Iteration 19Q: 3 clusters Score -2506392 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2506474.750000 Penalty: 3210.788330
	Iteration 20F: 3 clusters Score -2506475 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2506545.250000 Penalty: 3210.788330
	Iteration 21Q: 3 clusters Score -2506545 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2506602.250000 Penalty: 3210.788330
	Iteration 22Q: 3 clusters Score -2506602 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2506650.500000 Penalty: 3210.788330
	Iteration 23Q: 3 clusters Score -2506650 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2506716.500000 Penalty: 3210.788330
	Iteration 24Q: 3 clusters Score -2506716 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2506780.500000 Penalty: 3210.788330
	Iteration 25Q: 3 clusters Score -2506780 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2506852.750000 Penalty: 3210.788330
	Iteration 26Q: 3 clusters Score -2506853 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2506913.000000 Penalty: 3210.788330
	Iteration 27Q: 3 clusters Score -2506913 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2506973.750000 Penalty: 3210.788330
	Iteration 28Q: 3 clusters Score -2506974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2507026.250000 Penalty: 3210.788330
	Iteration 29Q: 3 clusters Score -2507026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2507060.000000 Penalty: 3210.788330
	Iteration 30Q: 3 clusters Score -2507060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2507108.500000 Penalty: 3210.788330
	Iteration 31Q: 3 clusters Score -2507108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2507161.250000 Penalty: 3210.788330
	Iteration 32Q: 3 clusters Score -2507161 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2507209.500000 Penalty: 3210.788330
	Iteration 33Q: 3 clusters Score -2507210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2507250.000000 Penalty: 3210.788330
	Iteration 34Q: 3 clusters Score -2507250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2507295.250000 Penalty: 3210.788330
	Iteration 35Q: 3 clusters Score -2507295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2507323.750000 Penalty: 3210.788330
	Iteration 36Q: 3 clusters Score -2507324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2507365.000000 Penalty: 3210.788330
	Iteration 37Q: 3 clusters Score -2507365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2507397.750000 Penalty: 3210.788330
	Iteration 38Q: 3 clusters Score -2507398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2507415.750000 Penalty: 3210.788330
	Iteration 39Q: 3 clusters Score -2507416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2507446.500000 Penalty: 3210.788330
	Iteration 40F: 3 clusters Score -2507446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2507462.000000 Penalty: 3210.788330
	Iteration 41Q: 3 clusters Score -2507462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2507473.250000 Penalty: 3210.788330
	Iteration 42Q: 3 clusters Score -2507473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2507475.750000 Penalty: 3210.788330
	Iteration 43Q: 3 clusters Score -2507476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2507482.500000 Penalty: 3210.788330
	Iteration 44Q: 3 clusters Score -2507482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2507483.750000 Penalty: 3210.788330
	Iteration 45Q: 3 clusters Score -2507484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2507488.500000 Penalty: 3210.788330
	Iteration 46Q: 3 clusters Score -2507488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2507493.250000 Penalty: 3210.788330
	Iteration 47Q: 3 clusters Score -2507493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2507492.250000 Penalty: 3210.788330
	Iteration 48Q: 3 clusters Score -2507492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2507496.500000 Penalty: 3210.788330
	Iteration 49Q: 3 clusters Score -2507496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2507498.000000 Penalty: 3210.788330
	Iteration 50Q: 3 clusters Score -2507498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2507499.500000 Penalty: 3210.788330
	Iteration 51Q: 3 clusters Score -2507500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2507496.750000 Penalty: 3210.788330
	Iteration 52Q: 3 clusters Score -2507497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2507496.750000 Penalty: 3210.788330
	Iteration 53Q: 3 clusters Score -2507497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2507496.500000 Penalty: 3210.788330
	Iteration 54Q: 3 clusters Score -2507496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2507499.500000 Penalty: 3210.788330
	Iteration 55Q: 3 clusters Score -2507500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2507496.000000 Penalty: 3210.788330
	Iteration 56Q: 3 clusters Score -2507496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2507503.750000 Penalty: 3210.788330
	Iteration 57Q: 3 clusters Score -2507504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2507501.250000 Penalty: 3210.788330
	Iteration 58Q: 3 clusters Score -2507501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2507506.750000 Penalty: 3210.788330
	Iteration 59Q: 3 clusters Score -2507507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2507504.000000 Penalty: 3210.788330
	Iteration 60F: 3 clusters Score -2507504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2507502.250000 Penalty: 3210.788330
	Iteration 61Q: 3 clusters Score -2507502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2507502.250000 Penalty: 3210.788330
	Iteration 62F: 3 clusters Score -2507502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (111787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111787 members 
Entering Unmasked Estep 
Score: -14232361.000000 Penalty: 1888.956909
	Iteration 0F: 2 clusters Score -1.423236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -14160208.000000 Penalty: 3777.913818
	Iteration 0F: 3 clusters Score -1.416021e+07 nChanged 53387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -14191445.000000 Penalty: 3777.913818
	Iteration 1F: 3 clusters Score -1.419144e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -14192324.000000 Penalty: 3777.913818
	Iteration 2Q: 3 clusters Score -1.419232e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -14193224.000000 Penalty: 3777.913818
	Iteration 3Q: 3 clusters Score -1.419322e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -14194430.000000 Penalty: 3777.913818
	Iteration 4Q: 3 clusters Score -1.419443e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -14196058.000000 Penalty: 3777.913818
	Iteration 5Q: 3 clusters Score -1.419606e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -14198398.000000 Penalty: 3777.913818
	Iteration 6Q: 3 clusters Score -1.41984e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -14201946.000000 Penalty: 3777.913818
	Iteration 7F: 3 clusters Score -1.420195e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -14207169.000000 Penalty: 3777.913818
	Iteration 8F: 3 clusters Score -1.420717e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -14213717.000000 Penalty: 3777.913818
	Iteration 9F: 3 clusters Score -1.421372e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -14219791.000000 Penalty: 3777.913818
	Iteration 10F: 3 clusters Score -1.421979e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97231 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -14224055.000000 Penalty: 3777.913818
	Iteration 11Q: 3 clusters Score -1.422406e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -14226425.000000 Penalty: 3777.913818
	Iteration 12Q: 3 clusters Score -1.422642e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -14227657.000000 Penalty: 3777.913818
	Iteration 13Q: 3 clusters Score -1.422766e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -14228509.000000 Penalty: 3777.913818
	Iteration 14Q: 3 clusters Score -1.422851e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -14229077.000000 Penalty: 3777.913818
	Iteration 15Q: 3 clusters Score -1.422908e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -14229629.000000 Penalty: 3777.913818
	Iteration 16Q: 3 clusters Score -1.422963e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -14230060.000000 Penalty: 3777.913818
	Iteration 17Q: 3 clusters Score -1.423006e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -14230374.000000 Penalty: 3777.913818
	Iteration 18Q: 3 clusters Score -1.423037e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -14230668.000000 Penalty: 3777.913818
	Iteration 19Q: 3 clusters Score -1.423067e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -14230793.000000 Penalty: 3777.913818
	Iteration 20F: 3 clusters Score -1.423079e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -14230938.000000 Penalty: 3777.913818
	Iteration 21Q: 3 clusters Score -1.423094e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -14230987.000000 Penalty: 3777.913818
	Iteration 22Q: 3 clusters Score -1.423099e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109733 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -14231052.000000 Penalty: 3777.913818
	Iteration 23Q: 3 clusters Score -1.423105e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -14231074.000000 Penalty: 3777.913818
	Iteration 24Q: 3 clusters Score -1.423107e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110041 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -14231142.000000 Penalty: 3777.913818
	Iteration 25Q: 3 clusters Score -1.423114e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -14231150.000000 Penalty: 3777.913818
	Iteration 26Q: 3 clusters Score -1.423115e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110241 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14231161.000000 Penalty: 3777.913818
	Iteration 27Q: 3 clusters Score -1.423116e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110300 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14231179.000000 Penalty: 3777.913818
	Iteration 28Q: 3 clusters Score -1.423118e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -14231196.000000 Penalty: 3777.913818
	Iteration 29Q: 3 clusters Score -1.42312e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14231194.000000 Penalty: 3777.913818
	Iteration 30Q: 3 clusters Score -1.423119e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14231193.000000 Penalty: 3777.913818
	Iteration 31Q: 3 clusters Score -1.423119e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110485 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14231222.000000 Penalty: 3777.913818
	Iteration 32Q: 3 clusters Score -1.423122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14231245.000000 Penalty: 3777.913818
	Iteration 33Q: 3 clusters Score -1.423124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14231249.000000 Penalty: 3777.913818
	Iteration 34Q: 3 clusters Score -1.423125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110555 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14231238.000000 Penalty: 3777.913818
	Iteration 35Q: 3 clusters Score -1.423124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110566 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -14231225.000000 Penalty: 3777.913818
	Iteration 36Q: 3 clusters Score -1.423122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -14231213.000000 Penalty: 3777.913818
	Iteration 37Q: 3 clusters Score -1.423121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110593 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -14231216.000000 Penalty: 3777.913818
	Iteration 38Q: 3 clusters Score -1.423122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -14231219.000000 Penalty: 3777.913818
	Iteration 39Q: 3 clusters Score -1.423122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -14231223.000000 Penalty: 3777.913818
	Iteration 40F: 3 clusters Score -1.423122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -14231224.000000 Penalty: 3777.913818
	Iteration 41Q: 3 clusters Score -1.423122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110621 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14231228.000000 Penalty: 3777.913818
	Iteration 42Q: 3 clusters Score -1.423123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110623 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14231228.000000 Penalty: 3777.913818
	Iteration 43Q: 3 clusters Score -1.423123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110626 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14231227.000000 Penalty: 3777.913818
	Iteration 44Q: 3 clusters Score -1.423123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -14231228.000000 Penalty: 3777.913818
	Iteration 45Q: 3 clusters Score -1.423123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110641 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -14231237.000000 Penalty: 3777.913818
	Iteration 46Q: 3 clusters Score -1.423124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110645 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -14231230.000000 Penalty: 3777.913818
	Iteration 47Q: 3 clusters Score -1.423123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14231236.000000 Penalty: 3777.913818
	Iteration 48Q: 3 clusters Score -1.423124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110652 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14231230.000000 Penalty: 3777.913818
	Iteration 49Q: 3 clusters Score -1.423123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110652 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14231230.000000 Penalty: 3777.913818
	Iteration 50F: 3 clusters Score -1.423123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -34967.355469 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -34967.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34182.449219 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -34182.45 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35547.214844 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -35547.21 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35939.820312 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -35939.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36069.925781 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -36069.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36242.101562 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -36242.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36318.621094 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -36318.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36340.839844 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -36340.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36352.492188 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -36352.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36379.886719 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -36379.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36400.136719 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -36400.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36425.843750 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -36425.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36435.593750 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -36435.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36448.300781 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -36448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36454.750000 Penalty: 2064.604492
	Iteration 13F: 3 clusters Score -36454.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36537.500000 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -36537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36603.574219 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -36603.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36617.589844 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -36617.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36623.085938 Penalty: 2064.604492
	Iteration 17Q: 3 clusters Score -36623.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36623.085938 Penalty: 2064.604492
	Iteration 18F: 3 clusters Score -36623.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107798 members 
Mstep: Class 6 contains 107757 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 111787 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 107350 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 30840 members 
Mstep: Class 14 contains 5553 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 18 contains 12965 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 66744 members 
Entering Unmasked Estep 
Score: -72802616.000000 Penalty: 32344.208984
Splitting cluster 9 changes total score from -72801688.000000 to -72802616.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (107350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107350 members 
Entering Unmasked Estep 
Score: -13736749.000000 Penalty: 1882.375610
	Iteration 0F: 2 clusters Score -1.373675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -13668236.000000 Penalty: 3764.751221
	Iteration 0F: 3 clusters Score -1.366824e+07 nChanged 51315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -13698290.000000 Penalty: 3764.751221
	Iteration 1F: 3 clusters Score -1.369829e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -13699382.000000 Penalty: 3764.751221
	Iteration 2Q: 3 clusters Score -1.369938e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -13700924.000000 Penalty: 3764.751221
	Iteration 3Q: 3 clusters Score -1.370092e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -13703317.000000 Penalty: 3764.751221
	Iteration 4Q: 3 clusters Score -1.370332e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70827 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -13707123.000000 Penalty: 3764.751221
	Iteration 5F: 3 clusters Score -1.370712e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -13712285.000000 Penalty: 3764.751221
	Iteration 6F: 3 clusters Score -1.371228e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -13718371.000000 Penalty: 3764.751221
	Iteration 7F: 3 clusters Score -1.371837e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -13724273.000000 Penalty: 3764.751221
	Iteration 8F: 3 clusters Score -1.372427e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -13728988.000000 Penalty: 3764.751221
	Iteration 9F: 3 clusters Score -1.372899e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -13731743.000000 Penalty: 3764.751221
	Iteration 10Q: 3 clusters Score -1.373174e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -13733020.000000 Penalty: 3764.751221
	Iteration 11Q: 3 clusters Score -1.373302e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104777 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -13733967.000000 Penalty: 3764.751221
	Iteration 12Q: 3 clusters Score -1.373397e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -13734484.000000 Penalty: 3764.751221
	Iteration 13Q: 3 clusters Score -1.373448e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13734812.000000 Penalty: 3764.751221
	Iteration 14Q: 3 clusters Score -1.373481e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106631 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13734944.000000 Penalty: 3764.751221
	Iteration 15Q: 3 clusters Score -1.373494e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13735038.000000 Penalty: 3764.751221
	Iteration 16Q: 3 clusters Score -1.373504e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13735115.000000 Penalty: 3764.751221
	Iteration 17Q: 3 clusters Score -1.373512e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13735196.000000 Penalty: 3764.751221
	Iteration 18Q: 3 clusters Score -1.37352e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107019 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13735240.000000 Penalty: 3764.751221
	Iteration 19Q: 3 clusters Score -1.373524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13735266.000000 Penalty: 3764.751221
	Iteration 20F: 3 clusters Score -1.373527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -13735270.000000 Penalty: 3764.751221
	Iteration 21Q: 3 clusters Score -1.373527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13735276.000000 Penalty: 3764.751221
	Iteration 22Q: 3 clusters Score -1.373528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107067 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13735290.000000 Penalty: 3764.751221
	Iteration 23Q: 3 clusters Score -1.373529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13735293.000000 Penalty: 3764.751221
	Iteration 24Q: 3 clusters Score -1.373529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13735308.000000 Penalty: 3764.751221
	Iteration 25Q: 3 clusters Score -1.373531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13735319.000000 Penalty: 3764.751221
	Iteration 26Q: 3 clusters Score -1.373532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13735323.000000 Penalty: 3764.751221
	Iteration 27Q: 3 clusters Score -1.373532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13735340.000000 Penalty: 3764.751221
	Iteration 28Q: 3 clusters Score -1.373534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13735340.000000 Penalty: 3764.751221
	Iteration 29Q: 3 clusters Score -1.373534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13735350.000000 Penalty: 3764.751221
	Iteration 30Q: 3 clusters Score -1.373535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13735349.000000 Penalty: 3764.751221
	Iteration 31Q: 3 clusters Score -1.373535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13735349.000000 Penalty: 3764.751221
	Iteration 32F: 3 clusters Score -1.373535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -377038.937500 Penalty: 1308.291138
	Iteration 0F: 2 clusters Score -377038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -374212.781250 Penalty: 2616.582275
	Iteration 0F: 3 clusters Score -374212.8 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -374849.750000 Penalty: 2616.582275
	Iteration 1F: 3 clusters Score -374849.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -375019.906250 Penalty: 2616.582275
	Iteration 2F: 3 clusters Score -375019.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -375148.531250 Penalty: 2616.582275
	Iteration 3F: 3 clusters Score -375148.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -375245.625000 Penalty: 2616.582275
	Iteration 4Q: 3 clusters Score -375245.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -375306.781250 Penalty: 2616.582275
	Iteration 5Q: 3 clusters Score -375306.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -375353.937500 Penalty: 2616.582275
	Iteration 6Q: 3 clusters Score -375353.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -375393.718750 Penalty: 2616.582275
	Iteration 7Q: 3 clusters Score -375393.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -375433.218750 Penalty: 2616.582275
	Iteration 8Q: 3 clusters Score -375433.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -375471.593750 Penalty: 2616.582275
	Iteration 9Q: 3 clusters Score -375471.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -375509.250000 Penalty: 2616.582275
	Iteration 10Q: 3 clusters Score -375509.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -375538.875000 Penalty: 2616.582275
	Iteration 11Q: 3 clusters Score -375538.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -375575.000000 Penalty: 2616.582275
	Iteration 12Q: 3 clusters Score -375575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -375625.125000 Penalty: 2616.582275
	Iteration 13Q: 3 clusters Score -375625.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -375684.406250 Penalty: 2616.582275
	Iteration 14Q: 3 clusters Score -375684.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -375739.812500 Penalty: 2616.582275
	Iteration 15Q: 3 clusters Score -375739.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -375781.500000 Penalty: 2616.582275
	Iteration 16Q: 3 clusters Score -375781.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -375816.718750 Penalty: 2616.582275
	Iteration 17Q: 3 clusters Score -375816.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -375857.968750 Penalty: 2616.582275
	Iteration 18Q: 3 clusters Score -375858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -375889.312500 Penalty: 2616.582275
	Iteration 19Q: 3 clusters Score -375889.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -375916.500000 Penalty: 2616.582275
	Iteration 20F: 3 clusters Score -375916.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -375939.750000 Penalty: 2616.582275
	Iteration 21Q: 3 clusters Score -375939.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -375965.250000 Penalty: 2616.582275
	Iteration 22Q: 3 clusters Score -375965.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -375992.312500 Penalty: 2616.582275
	Iteration 23Q: 3 clusters Score -375992.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -376013.312500 Penalty: 2616.582275
	Iteration 24Q: 3 clusters Score -376013.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -376037.156250 Penalty: 2616.582275
	Iteration 25Q: 3 clusters Score -376037.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -376055.125000 Penalty: 2616.582275
	Iteration 26Q: 3 clusters Score -376055.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -376074.468750 Penalty: 2616.582275
	Iteration 27Q: 3 clusters Score -376074.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -376091.843750 Penalty: 2616.582275
	Iteration 28Q: 3 clusters Score -376091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -376100.750000 Penalty: 2616.582275
	Iteration 29Q: 3 clusters Score -376100.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -376108.656250 Penalty: 2616.582275
	Iteration 30Q: 3 clusters Score -376108.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -376116.312500 Penalty: 2616.582275
	Iteration 31Q: 3 clusters Score -376116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -376119.750000 Penalty: 2616.582275
	Iteration 32Q: 3 clusters Score -376119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -376121.312500 Penalty: 2616.582275
	Iteration 33Q: 3 clusters Score -376121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -376121.218750 Penalty: 2616.582275
	Iteration 34Q: 3 clusters Score -376121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -376122.406250 Penalty: 2616.582275
	Iteration 35Q: 3 clusters Score -376122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -376122.562500 Penalty: 2616.582275
	Iteration 36Q: 3 clusters Score -376122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -376122.718750 Penalty: 2616.582275
	Iteration 37Q: 3 clusters Score -376122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -376122.718750 Penalty: 2616.582275
	Iteration 38F: 3 clusters Score -376122.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Entering Unmasked Estep 
Score: -3967384.000000 Penalty: 1679.692261
	Iteration 0F: 2 clusters Score -3967384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3946630.500000 Penalty: 3359.384521
	Iteration 0F: 3 clusters Score -3946630 nChanged 14193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3954568.250000 Penalty: 3359.384521
	Iteration 1F: 3 clusters Score -3954568 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3955032.750000 Penalty: 3359.384521
	Iteration 2Q: 3 clusters Score -3955033 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3955599.750000 Penalty: 3359.384521
	Iteration 3Q: 3 clusters Score -3955600 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3956295.000000 Penalty: 3359.384521
	Iteration 4Q: 3 clusters Score -3956295 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3957171.250000 Penalty: 3359.384521
	Iteration 5Q: 3 clusters Score -3957171 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3958235.000000 Penalty: 3359.384521
	Iteration 6F: 3 clusters Score -3958235 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3959405.000000 Penalty: 3359.384521
	Iteration 7F: 3 clusters Score -3959405 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3960588.750000 Penalty: 3359.384521
	Iteration 8F: 3 clusters Score -3960589 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3961629.000000 Penalty: 3359.384521
	Iteration 9Q: 3 clusters Score -3961629 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3962503.750000 Penalty: 3359.384521
	Iteration 10Q: 3 clusters Score -3962504 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3963174.500000 Penalty: 3359.384521
	Iteration 11Q: 3 clusters Score -3963174 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3963673.500000 Penalty: 3359.384521
	Iteration 12Q: 3 clusters Score -3963674 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3964071.250000 Penalty: 3359.384521
	Iteration 13Q: 3 clusters Score -3964071 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3964378.250000 Penalty: 3359.384521
	Iteration 14Q: 3 clusters Score -3964378 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3964620.500000 Penalty: 3359.384521
	Iteration 15Q: 3 clusters Score -3964620 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3964870.750000 Penalty: 3359.384521
	Iteration 16Q: 3 clusters Score -3964871 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3965092.000000 Penalty: 3359.384521
	Iteration 17Q: 3 clusters Score -3965092 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3965258.750000 Penalty: 3359.384521
	Iteration 18Q: 3 clusters Score -3965259 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3965393.000000 Penalty: 3359.384521
	Iteration 19Q: 3 clusters Score -3965393 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3965505.500000 Penalty: 3359.384521
	Iteration 20F: 3 clusters Score -3965506 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3965600.000000 Penalty: 3359.384521
	Iteration 21Q: 3 clusters Score -3965600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3965661.750000 Penalty: 3359.384521
	Iteration 22Q: 3 clusters Score -3965662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3965719.000000 Penalty: 3359.384521
	Iteration 23Q: 3 clusters Score -3965719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3965764.750000 Penalty: 3359.384521
	Iteration 24Q: 3 clusters Score -3965765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3965804.000000 Penalty: 3359.384521
	Iteration 25Q: 3 clusters Score -3965804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3965836.750000 Penalty: 3359.384521
	Iteration 26Q: 3 clusters Score -3965837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3965852.750000 Penalty: 3359.384521
	Iteration 27Q: 3 clusters Score -3965853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3965857.500000 Penalty: 3359.384521
	Iteration 28Q: 3 clusters Score -3965858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3965864.250000 Penalty: 3359.384521
	Iteration 29Q: 3 clusters Score -3965864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3965867.250000 Penalty: 3359.384521
	Iteration 30Q: 3 clusters Score -3965867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3965877.750000 Penalty: 3359.384521
	Iteration 31Q: 3 clusters Score -3965878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3965883.250000 Penalty: 3359.384521
	Iteration 32Q: 3 clusters Score -3965883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3965888.500000 Penalty: 3359.384521
	Iteration 33Q: 3 clusters Score -3965888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3965889.250000 Penalty: 3359.384521
	Iteration 34Q: 3 clusters Score -3965889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3965895.000000 Penalty: 3359.384521
	Iteration 35Q: 3 clusters Score -3965895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3965902.500000 Penalty: 3359.384521
	Iteration 36Q: 3 clusters Score -3965902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3965906.250000 Penalty: 3359.384521
	Iteration 37Q: 3 clusters Score -3965906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3965907.500000 Penalty: 3359.384521
	Iteration 38Q: 3 clusters Score -3965908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3965918.250000 Penalty: 3359.384521
	Iteration 39Q: 3 clusters Score -3965918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3965926.750000 Penalty: 3359.384521
	Iteration 40F: 3 clusters Score -3965927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3965930.000000 Penalty: 3359.384521
	Iteration 41Q: 3 clusters Score -3965930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3965945.250000 Penalty: 3359.384521
	Iteration 42Q: 3 clusters Score -3965945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3965954.250000 Penalty: 3359.384521
	Iteration 43Q: 3 clusters Score -3965954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3965963.250000 Penalty: 3359.384521
	Iteration 44Q: 3 clusters Score -3965963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3965963.250000 Penalty: 3359.384521
	Iteration 45Q: 3 clusters Score -3965963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3965963.750000 Penalty: 3359.384521
	Iteration 46Q: 3 clusters Score -3965964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3965967.250000 Penalty: 3359.384521
	Iteration 47Q: 3 clusters Score -3965967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3965969.000000 Penalty: 3359.384521
	Iteration 48Q: 3 clusters Score -3965969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3965970.000000 Penalty: 3359.384521
	Iteration 49Q: 3 clusters Score -3965970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3965970.000000 Penalty: 3359.384521
	Iteration 50Q: 3 clusters Score -3965970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3965976.750000 Penalty: 3359.384521
	Iteration 51Q: 3 clusters Score -3965977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3965979.000000 Penalty: 3359.384521
	Iteration 52Q: 3 clusters Score -3965979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3965979.750000 Penalty: 3359.384521
	Iteration 53Q: 3 clusters Score -3965980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3965981.500000 Penalty: 3359.384521
	Iteration 54Q: 3 clusters Score -3965982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3965979.750000 Penalty: 3359.384521
	Iteration 55Q: 3 clusters Score -3965980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3965979.750000 Penalty: 3359.384521
	Iteration 56F: 3 clusters Score -3965980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -705214.875000 Penalty: 1401.090088
	Iteration 0F: 2 clusters Score -705214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -700886.187500 Penalty: 2802.180176
	Iteration 0F: 3 clusters Score -700886.2 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -702107.625000 Penalty: 2802.180176
	Iteration 1F: 3 clusters Score -702107.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -702293.062500 Penalty: 2802.180176
	Iteration 2F: 3 clusters Score -702293.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -702436.937500 Penalty: 2802.180176
	Iteration 3F: 3 clusters Score -702436.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -702536.000000 Penalty: 2802.180176
	Iteration 4Q: 3 clusters Score -702536 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -702619.375000 Penalty: 2802.180176
	Iteration 5Q: 3 clusters Score -702619.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -702679.687500 Penalty: 2802.180176
	Iteration 6Q: 3 clusters Score -702679.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -702731.437500 Penalty: 2802.180176
	Iteration 7Q: 3 clusters Score -702731.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -702783.937500 Penalty: 2802.180176
	Iteration 8Q: 3 clusters Score -702783.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -702842.625000 Penalty: 2802.180176
	Iteration 9Q: 3 clusters Score -702842.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -702902.312500 Penalty: 2802.180176
	Iteration 10Q: 3 clusters Score -702902.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -702970.562500 Penalty: 2802.180176
	Iteration 11Q: 3 clusters Score -702970.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -703035.625000 Penalty: 2802.180176
	Iteration 12Q: 3 clusters Score -703035.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -703094.125000 Penalty: 2802.180176
	Iteration 13Q: 3 clusters Score -703094.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -703169.687500 Penalty: 2802.180176
	Iteration 14Q: 3 clusters Score -703169.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -703244.125000 Penalty: 2802.180176
	Iteration 15Q: 3 clusters Score -703244.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -703318.937500 Penalty: 2802.180176
	Iteration 16Q: 3 clusters Score -703318.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -703383.625000 Penalty: 2802.180176
	Iteration 17Q: 3 clusters Score -703383.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -703441.687500 Penalty: 2802.180176
	Iteration 18Q: 3 clusters Score -703441.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -703491.062500 Penalty: 2802.180176
	Iteration 19Q: 3 clusters Score -703491.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -703524.187500 Penalty: 2802.180176
	Iteration 20F: 3 clusters Score -703524.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -703556.562500 Penalty: 2802.180176
	Iteration 21Q: 3 clusters Score -703556.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -703589.437500 Penalty: 2802.180176
	Iteration 22Q: 3 clusters Score -703589.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -703622.187500 Penalty: 2802.180176
	Iteration 23Q: 3 clusters Score -703622.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -703666.250000 Penalty: 2802.180176
	Iteration 24Q: 3 clusters Score -703666.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -703702.937500 Penalty: 2802.180176
	Iteration 25Q: 3 clusters Score -703702.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -703735.000000 Penalty: 2802.180176
	Iteration 26Q: 3 clusters Score -703735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -703766.687500 Penalty: 2802.180176
	Iteration 27Q: 3 clusters Score -703766.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -703791.000000 Penalty: 2802.180176
	Iteration 28Q: 3 clusters Score -703791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -703814.437500 Penalty: 2802.180176
	Iteration 29Q: 3 clusters Score -703814.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -703835.625000 Penalty: 2802.180176
	Iteration 30Q: 3 clusters Score -703835.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -703856.437500 Penalty: 2802.180176
	Iteration 31Q: 3 clusters Score -703856.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -703872.500000 Penalty: 2802.180176
	Iteration 32Q: 3 clusters Score -703872.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -703888.812500 Penalty: 2802.180176
	Iteration 33Q: 3 clusters Score -703888.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -703906.125000 Penalty: 2802.180176
	Iteration 34Q: 3 clusters Score -703906.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -703924.937500 Penalty: 2802.180176
	Iteration 35Q: 3 clusters Score -703924.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -703937.375000 Penalty: 2802.180176
	Iteration 36Q: 3 clusters Score -703937.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -703942.875000 Penalty: 2802.180176
	Iteration 37Q: 3 clusters Score -703942.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -703954.312500 Penalty: 2802.180176
	Iteration 38Q: 3 clusters Score -703954.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -703959.500000 Penalty: 2802.180176
	Iteration 39Q: 3 clusters Score -703959.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -703967.875000 Penalty: 2802.180176
	Iteration 40F: 3 clusters Score -703967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -703970.000000 Penalty: 2802.180176
	Iteration 41Q: 3 clusters Score -703970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -703975.000000 Penalty: 2802.180176
	Iteration 42Q: 3 clusters Score -703975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -703981.250000 Penalty: 2802.180176
	Iteration 43Q: 3 clusters Score -703981.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -703986.812500 Penalty: 2802.180176
	Iteration 44Q: 3 clusters Score -703986.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -703989.062500 Penalty: 2802.180176
	Iteration 45Q: 3 clusters Score -703989.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -703991.937500 Penalty: 2802.180176
	Iteration 46Q: 3 clusters Score -703991.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -704000.062500 Penalty: 2802.180176
	Iteration 47Q: 3 clusters Score -704000.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -704005.625000 Penalty: 2802.180176
	Iteration 48Q: 3 clusters Score -704005.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -704012.625000 Penalty: 2802.180176
	Iteration 49Q: 3 clusters Score -704012.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -704018.812500 Penalty: 2802.180176
	Iteration 50Q: 3 clusters Score -704018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -704026.062500 Penalty: 2802.180176
	Iteration 51Q: 3 clusters Score -704026.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -704036.687500 Penalty: 2802.180176
	Iteration 52Q: 3 clusters Score -704036.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -704042.125000 Penalty: 2802.180176
	Iteration 53Q: 3 clusters Score -704042.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -704050.812500 Penalty: 2802.180176
	Iteration 54Q: 3 clusters Score -704050.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -704059.375000 Penalty: 2802.180176
	Iteration 55Q: 3 clusters Score -704059.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -704066.437500 Penalty: 2802.180176
	Iteration 56Q: 3 clusters Score -704066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -704071.562500 Penalty: 2802.180176
	Iteration 57Q: 3 clusters Score -704071.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -704080.625000 Penalty: 2802.180176
	Iteration 58Q: 3 clusters Score -704080.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -704089.875000 Penalty: 2802.180176
	Iteration 59Q: 3 clusters Score -704089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -704093.750000 Penalty: 2802.180176
	Iteration 60F: 3 clusters Score -704093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -704096.937500 Penalty: 2802.180176
	Iteration 61Q: 3 clusters Score -704096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -704099.687500 Penalty: 2802.180176
	Iteration 62Q: 3 clusters Score -704099.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -704104.250000 Penalty: 2802.180176
	Iteration 63Q: 3 clusters Score -704104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -704106.875000 Penalty: 2802.180176
	Iteration 64Q: 3 clusters Score -704106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -704108.125000 Penalty: 2802.180176
	Iteration 65Q: 3 clusters Score -704108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -704109.750000 Penalty: 2802.180176
	Iteration 66Q: 3 clusters Score -704109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -704112.437500 Penalty: 2802.180176
	Iteration 67Q: 3 clusters Score -704112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -704113.125000 Penalty: 2802.180176
	Iteration 68Q: 3 clusters Score -704113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -704113.312500 Penalty: 2802.180176
	Iteration 69Q: 3 clusters Score -704113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -704113.312500 Penalty: 2802.180176
	Iteration 70F: 3 clusters Score -704113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -68283.671875 Penalty: 1056.215332
	Iteration 0F: 2 clusters Score -68283.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67218.984375 Penalty: 2112.430664
	Iteration 0F: 3 clusters Score -67218.98 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68045.703125 Penalty: 2112.430664
	Iteration 1F: 3 clusters Score -68045.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68607.250000 Penalty: 2112.430664
	Iteration 2F: 3 clusters Score -68607.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68984.390625 Penalty: 2112.430664
	Iteration 3F: 3 clusters Score -68984.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69216.742188 Penalty: 2112.430664
	Iteration 4F: 3 clusters Score -69216.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69305.421875 Penalty: 2112.430664
	Iteration 5Q: 3 clusters Score -69305.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69345.148438 Penalty: 2112.430664
	Iteration 6Q: 3 clusters Score -69345.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69374.945312 Penalty: 2112.430664
	Iteration 7Q: 3 clusters Score -69374.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69388.445312 Penalty: 2112.430664
	Iteration 8Q: 3 clusters Score -69388.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69394.679688 Penalty: 2112.430664
	Iteration 9Q: 3 clusters Score -69394.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69398.468750 Penalty: 2112.430664
	Iteration 10Q: 3 clusters Score -69398.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69398.468750 Penalty: 2112.430664
	Iteration 11F: 3 clusters Score -69398.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107798 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 6 contains 107757 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 111787 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 107350 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 30840 members 
Mstep: Class 14 contains 5553 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 18 contains 12965 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 66744 members 
Entering Unmasked Estep 
Score: -72802616.000000 Penalty: 34500.488281
Splitting cluster 15 changes total score from -72801688.000000 to -72802616.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 18 (12965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Entering Unmasked Estep 
Score: -1612871.000000 Penalty: 1538.876465
	Iteration 0F: 2 clusters Score -1612871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1603883.500000 Penalty: 3077.752930
	Iteration 0F: 3 clusters Score -1603884 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1607048.500000 Penalty: 3077.752930
	Iteration 1F: 3 clusters Score -1607048 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1607741.750000 Penalty: 3077.752930
	Iteration 2F: 3 clusters Score -1607742 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1608672.625000 Penalty: 3077.752930
	Iteration 3F: 3 clusters Score -1608673 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1609823.875000 Penalty: 3077.752930
	Iteration 4F: 3 clusters Score -1609824 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1610907.875000 Penalty: 3077.752930
	Iteration 5F: 3 clusters Score -1610908 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1611718.500000 Penalty: 3077.752930
	Iteration 6F: 3 clusters Score -1611718 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1612188.875000 Penalty: 3077.752930
	Iteration 7F: 3 clusters Score -1612189 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1612392.625000 Penalty: 3077.752930
	Iteration 8Q: 3 clusters Score -1612393 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1612496.000000 Penalty: 3077.752930
	Iteration 9Q: 3 clusters Score -1612496 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1612550.125000 Penalty: 3077.752930
	Iteration 10Q: 3 clusters Score -1612550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1612583.500000 Penalty: 3077.752930
	Iteration 11Q: 3 clusters Score -1612584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1612621.750000 Penalty: 3077.752930
	Iteration 12Q: 3 clusters Score -1612622 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1612646.250000 Penalty: 3077.752930
	Iteration 13Q: 3 clusters Score -1612646 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1612689.625000 Penalty: 3077.752930
	Iteration 14Q: 3 clusters Score -1612690 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1612718.375000 Penalty: 3077.752930
	Iteration 15Q: 3 clusters Score -1612718 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1612753.750000 Penalty: 3077.752930
	Iteration 16Q: 3 clusters Score -1612754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1612779.625000 Penalty: 3077.752930
	Iteration 17Q: 3 clusters Score -1612780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1612801.625000 Penalty: 3077.752930
	Iteration 18Q: 3 clusters Score -1612802 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1612816.375000 Penalty: 3077.752930
	Iteration 19Q: 3 clusters Score -1612816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1612839.500000 Penalty: 3077.752930
	Iteration 20F: 3 clusters Score -1612840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1612859.500000 Penalty: 3077.752930
	Iteration 21Q: 3 clusters Score -1612860 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1612885.250000 Penalty: 3077.752930
	Iteration 22Q: 3 clusters Score -1612885 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1612905.500000 Penalty: 3077.752930
	Iteration 23Q: 3 clusters Score -1612906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1612931.000000 Penalty: 3077.752930
	Iteration 24Q: 3 clusters Score -1612931 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1612949.000000 Penalty: 3077.752930
	Iteration 25Q: 3 clusters Score -1612949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1612965.250000 Penalty: 3077.752930
	Iteration 26Q: 3 clusters Score -1612965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1612987.125000 Penalty: 3077.752930
	Iteration 27Q: 3 clusters Score -1612987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1612996.750000 Penalty: 3077.752930
	Iteration 28Q: 3 clusters Score -1612997 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1613011.375000 Penalty: 3077.752930
	Iteration 29Q: 3 clusters Score -1613011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1613022.750000 Penalty: 3077.752930
	Iteration 30Q: 3 clusters Score -1613023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1613035.875000 Penalty: 3077.752930
	Iteration 31Q: 3 clusters Score -1613036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1613048.625000 Penalty: 3077.752930
	Iteration 32Q: 3 clusters Score -1613049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1613083.625000 Penalty: 3077.752930
	Iteration 33Q: 3 clusters Score -1613084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1613125.375000 Penalty: 3077.752930
	Iteration 34Q: 3 clusters Score -1613125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1613171.250000 Penalty: 3077.752930
	Iteration 35Q: 3 clusters Score -1613171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1613197.625000 Penalty: 3077.752930
	Iteration 36Q: 3 clusters Score -1613198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1613205.750000 Penalty: 3077.752930
	Iteration 37Q: 3 clusters Score -1613206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1613213.375000 Penalty: 3077.752930
	Iteration 38Q: 3 clusters Score -1613213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1613212.250000 Penalty: 3077.752930
	Iteration 39Q: 3 clusters Score -1613212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1613217.500000 Penalty: 3077.752930
	Iteration 40F: 3 clusters Score -1613218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1613220.125000 Penalty: 3077.752930
	Iteration 41Q: 3 clusters Score -1613220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1613220.625000 Penalty: 3077.752930
	Iteration 42Q: 3 clusters Score -1613221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1613224.500000 Penalty: 3077.752930
	Iteration 43Q: 3 clusters Score -1613224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1613226.000000 Penalty: 3077.752930
	Iteration 44Q: 3 clusters Score -1613226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1613226.750000 Penalty: 3077.752930
	Iteration 45Q: 3 clusters Score -1613227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1613227.250000 Penalty: 3077.752930
	Iteration 46Q: 3 clusters Score -1613227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1613225.500000 Penalty: 3077.752930
	Iteration 47Q: 3 clusters Score -1613226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1613225.500000 Penalty: 3077.752930
	Iteration 48F: 3 clusters Score -1613226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107798 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 6 contains 107757 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 111787 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 107350 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 30840 members 
Mstep: Class 14 contains 5553 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 66744 members 
Entering Unmasked Estep 
Score: -72802360.000000 Penalty: 36656.769531
Splitting cluster 18 changes total score from -72801688.000000 to -72802360.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 19 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -465361.375000 Penalty: 1326.871582
	Iteration 0F: 2 clusters Score -465361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -462353.781250 Penalty: 2653.743164
	Iteration 0F: 3 clusters Score -462353.8 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -463053.562500 Penalty: 2653.743164
	Iteration 1F: 3 clusters Score -463053.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -463177.906250 Penalty: 2653.743164
	Iteration 2F: 3 clusters Score -463177.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -463247.500000 Penalty: 2653.743164
	Iteration 3Q: 3 clusters Score -463247.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -463316.343750 Penalty: 2653.743164
	Iteration 4Q: 3 clusters Score -463316.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -463381.718750 Penalty: 2653.743164
	Iteration 5Q: 3 clusters Score -463381.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -463447.281250 Penalty: 2653.743164
	Iteration 6Q: 3 clusters Score -463447.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -463517.718750 Penalty: 2653.743164
	Iteration 7Q: 3 clusters Score -463517.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -463571.437500 Penalty: 2653.743164
	Iteration 8Q: 3 clusters Score -463571.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -463614.125000 Penalty: 2653.743164
	Iteration 9Q: 3 clusters Score -463614.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -463644.281250 Penalty: 2653.743164
	Iteration 10Q: 3 clusters Score -463644.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -463674.687500 Penalty: 2653.743164
	Iteration 11Q: 3 clusters Score -463674.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -463715.500000 Penalty: 2653.743164
	Iteration 12Q: 3 clusters Score -463715.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -463758.156250 Penalty: 2653.743164
	Iteration 13Q: 3 clusters Score -463758.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -463802.406250 Penalty: 2653.743164
	Iteration 14Q: 3 clusters Score -463802.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -463853.218750 Penalty: 2653.743164
	Iteration 15Q: 3 clusters Score -463853.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -463922.062500 Penalty: 2653.743164
	Iteration 16Q: 3 clusters Score -463922.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -464004.750000 Penalty: 2653.743164
	Iteration 17Q: 3 clusters Score -464004.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -464078.406250 Penalty: 2653.743164
	Iteration 18Q: 3 clusters Score -464078.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -464156.937500 Penalty: 2653.743164
	Iteration 19Q: 3 clusters Score -464156.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -464226.875000 Penalty: 2653.743164
	Iteration 20F: 3 clusters Score -464226.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -464315.343750 Penalty: 2653.743164
	Iteration 21Q: 3 clusters Score -464315.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -464423.437500 Penalty: 2653.743164
	Iteration 22Q: 3 clusters Score -464423.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -464541.875000 Penalty: 2653.743164
	Iteration 23Q: 3 clusters Score -464541.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -464671.312500 Penalty: 2653.743164
	Iteration 24Q: 3 clusters Score -464671.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -464869.406250 Penalty: 2653.743164
	Iteration 25Q: 3 clusters Score -464869.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -465085.875000 Penalty: 2653.743164
	Iteration 26Q: 3 clusters Score -465085.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -465293.781250 Penalty: 2653.743164
	Iteration 27Q: 3 clusters Score -465293.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -465537.593750 Penalty: 2653.743164
	Iteration 28Q: 3 clusters Score -465537.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -465886.343750 Penalty: 2653.743164
	Iteration 29Q: 3 clusters Score -465886.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -466338.031250 Penalty: 2653.743164
	Iteration 30Q: 3 clusters Score -466338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -466606.093750 Penalty: 2653.743164
	Iteration 31Q: 3 clusters Score -466606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -466783.718750 Penalty: 2653.743164
	Iteration 32Q: 3 clusters Score -466783.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -466945.406250 Penalty: 2653.743164
	Iteration 33Q: 3 clusters Score -466945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -467156.093750 Penalty: 2653.743164
	Iteration 34Q: 3 clusters Score -467156.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -467610.406250 Penalty: 2653.743164
	Iteration 35Q: 3 clusters Score -467610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -467667.437500 Penalty: 2653.743164
	Iteration 36Q: 3 clusters Score -467667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -467667.437500 Penalty: 2653.743164
	Iteration 37F: 3 clusters Score -467667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107798 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 107757 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 111787 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 107350 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 30840 members 
Mstep: Class 14 contains 5553 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 154 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 66744 members 
Entering Unmasked Estep 
Score: -72803840.000000 Penalty: 38813.050781
Splitting cluster 19 changes total score from -72801688.000000 to -72803840.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 20 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -77060.187500 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -77060.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75942.976562 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -75942.98 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76432.226562 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -76432.23 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -76876.328125 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -76876.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77164.140625 Penalty: 2165.102783
	Iteration 3F: 3 clusters Score -77164.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77329.359375 Penalty: 2165.102783
	Iteration 4F: 3 clusters Score -77329.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -77414.359375 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -77414.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -77475.039062 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -77475.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -77494.570312 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -77494.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -77511.218750 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -77511.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77536.414062 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -77536.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77538.828125 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -77538.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77539.625000 Penalty: 2165.102783
	Iteration 11F: 3 clusters Score -77539.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -77546.265625 Penalty: 2165.102783
	Iteration 12Q: 3 clusters Score -77546.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77556.710938 Penalty: 2165.102783
	Iteration 13Q: 3 clusters Score -77556.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77562.367188 Penalty: 2165.102783
	Iteration 14Q: 3 clusters Score -77562.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -77582.476562 Penalty: 2165.102783
	Iteration 15Q: 3 clusters Score -77582.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77616.062500 Penalty: 2165.102783
	Iteration 16Q: 3 clusters Score -77616.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -77629.843750 Penalty: 2165.102783
	Iteration 17Q: 3 clusters Score -77629.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -77637.648438 Penalty: 2165.102783
	Iteration 18Q: 3 clusters Score -77637.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77640.070312 Penalty: 2165.102783
	Iteration 19Q: 3 clusters Score -77640.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77647.265625 Penalty: 2165.102783
	Iteration 20F: 3 clusters Score -77647.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77653.367188 Penalty: 2165.102783
	Iteration 21Q: 3 clusters Score -77653.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77655.101562 Penalty: 2165.102783
	Iteration 22Q: 3 clusters Score -77655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77655.632812 Penalty: 2165.102783
	Iteration 23Q: 3 clusters Score -77655.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77655.632812 Penalty: 2165.102783
	Iteration 24F: 3 clusters Score -77655.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107798 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 107757 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 111787 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 107350 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 30840 members 
Mstep: Class 13 contains 502 members 
Mstep: Class 14 contains 5553 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 154 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 66744 members 
Entering Unmasked Estep 
Score: -72803344.000000 Penalty: 40969.332031
Splitting cluster 20 changes total score from -72801688.000000 to -72803344.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 21 (66744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Entering Unmasked Estep 
Score: -8472759.000000 Penalty: 1805.150757
	Iteration 0F: 2 clusters Score -8472759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -8428234.000000 Penalty: 3610.301514
	Iteration 0F: 3 clusters Score -8428234 nChanged 31584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -8446607.000000 Penalty: 3610.301514
	Iteration 1F: 3 clusters Score -8446607 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -8447751.000000 Penalty: 3610.301514
	Iteration 2Q: 3 clusters Score -8447751 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -8449227.000000 Penalty: 3610.301514
	Iteration 3Q: 3 clusters Score -8449227 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -8451312.000000 Penalty: 3610.301514
	Iteration 4F: 3 clusters Score -8451312 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8454132.000000 Penalty: 3610.301514
	Iteration 5F: 3 clusters Score -8454132 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -8457648.000000 Penalty: 3610.301514
	Iteration 6F: 3 clusters Score -8457648 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -8461317.000000 Penalty: 3610.301514
	Iteration 7F: 3 clusters Score -8461317 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -8464494.000000 Penalty: 3610.301514
	Iteration 8F: 3 clusters Score -8464494 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -8466774.000000 Penalty: 3610.301514
	Iteration 9Q: 3 clusters Score -8466774 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -8468207.000000 Penalty: 3610.301514
	Iteration 10Q: 3 clusters Score -8468207 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -8469035.000000 Penalty: 3610.301514
	Iteration 11Q: 3 clusters Score -8469035 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -8469573.000000 Penalty: 3610.301514
	Iteration 12Q: 3 clusters Score -8469573 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8469934.000000 Penalty: 3610.301514
	Iteration 13Q: 3 clusters Score -8469934 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8470213.000000 Penalty: 3610.301514
	Iteration 14Q: 3 clusters Score -8470213 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8470379.000000 Penalty: 3610.301514
	Iteration 15Q: 3 clusters Score -8470379 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8470564.000000 Penalty: 3610.301514
	Iteration 16Q: 3 clusters Score -8470564 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8470696.000000 Penalty: 3610.301514
	Iteration 17Q: 3 clusters Score -8470696 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8470799.000000 Penalty: 3610.301514
	Iteration 18Q: 3 clusters Score -8470799 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8470860.000000 Penalty: 3610.301514
	Iteration 19Q: 3 clusters Score -8470860 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8470934.000000 Penalty: 3610.301514
	Iteration 20F: 3 clusters Score -8470934 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8470973.000000 Penalty: 3610.301514
	Iteration 21Q: 3 clusters Score -8470973 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8471037.000000 Penalty: 3610.301514
	Iteration 22Q: 3 clusters Score -8471037 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8471074.000000 Penalty: 3610.301514
	Iteration 23Q: 3 clusters Score -8471074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8471105.000000 Penalty: 3610.301514
	Iteration 24Q: 3 clusters Score -8471105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8471139.000000 Penalty: 3610.301514
	Iteration 25Q: 3 clusters Score -8471139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8471163.000000 Penalty: 3610.301514
	Iteration 26Q: 3 clusters Score -8471163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8471180.000000 Penalty: 3610.301514
	Iteration 27Q: 3 clusters Score -8471180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8471193.000000 Penalty: 3610.301514
	Iteration 28Q: 3 clusters Score -8471193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8471196.000000 Penalty: 3610.301514
	Iteration 29Q: 3 clusters Score -8471196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8471194.000000 Penalty: 3610.301514
	Iteration 30Q: 3 clusters Score -8471194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8471214.000000 Penalty: 3610.301514
	Iteration 31Q: 3 clusters Score -8471214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8471218.000000 Penalty: 3610.301514
	Iteration 32Q: 3 clusters Score -8471218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8471232.000000 Penalty: 3610.301514
	Iteration 33Q: 3 clusters Score -8471232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8471229.000000 Penalty: 3610.301514
	Iteration 34Q: 3 clusters Score -8471229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8471223.000000 Penalty: 3610.301514
	Iteration 35Q: 3 clusters Score -8471223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8471228.000000 Penalty: 3610.301514
	Iteration 36Q: 3 clusters Score -8471228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8471229.000000 Penalty: 3610.301514
	Iteration 37Q: 3 clusters Score -8471229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8471236.000000 Penalty: 3610.301514
	Iteration 38Q: 3 clusters Score -8471236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8471242.000000 Penalty: 3610.301514
	Iteration 39Q: 3 clusters Score -8471242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8471237.000000 Penalty: 3610.301514
	Iteration 40F: 3 clusters Score -8471237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8471239.000000 Penalty: 3610.301514
	Iteration 41Q: 3 clusters Score -8471239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8471244.000000 Penalty: 3610.301514
	Iteration 42Q: 3 clusters Score -8471244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8471244.000000 Penalty: 3610.301514
	Iteration 43Q: 3 clusters Score -8471244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8471238.000000 Penalty: 3610.301514
	Iteration 44Q: 3 clusters Score -8471238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8471240.000000 Penalty: 3610.301514
	Iteration 45Q: 3 clusters Score -8471240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8471242.000000 Penalty: 3610.301514
	Iteration 46Q: 3 clusters Score -8471242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8471243.000000 Penalty: 3610.301514
	Iteration 47Q: 3 clusters Score -8471243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8471243.000000 Penalty: 3610.301514
	Iteration 48Q: 3 clusters Score -8471243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8471243.000000 Penalty: 3610.301514
	Iteration 49F: 3 clusters Score -8471243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 2 contains 107798 members 
Mstep: Class 6 contains 107757 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 8 contains 111787 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 107350 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 30840 members 
Mstep: Class 14 contains 5553 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 154 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 66744 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 20 clusters Score -7.280571e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 107898 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 11485 members 
Mstep: Class 5 contains 3278 members 
Mstep: Class 6 contains 107691 members 
Mstep: Class 7 contains 19272 members 
Mstep: Class 8 contains 111951 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 106994 members 
Mstep: Class 11 contains 3153 members 
Mstep: Class 12 contains 31049 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 342 members 
Mstep: Class 18 contains 1336 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 67046 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 20 clusters Score -7.280942e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 107881 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 107592 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 111755 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 106669 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 31218 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 326 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 67348 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 20 clusters Score -7.281165e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 107832 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 12412 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 107496 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 111786 members 
Mstep: Class 9 contains 378 members 
Mstep: Class 10 contains 106394 members 
Mstep: Class 11 contains 3247 members 
Mstep: Class 12 contains 31371 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1364 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 67683 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 20 clusters Score -7.281237e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 107762 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 12697 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 107398 members 
Mstep: Class 7 contains 18452 members 
Mstep: Class 8 contains 111887 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106176 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 12 contains 31496 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 67981 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 20 clusters Score -7.281301e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 107645 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 12920 members 
Mstep: Class 5 contains 3141 members 
Mstep: Class 6 contains 107305 members 
Mstep: Class 7 contains 18174 members 
Mstep: Class 8 contains 112029 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106030 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 31622 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 68256 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 20 clusters Score -7.281365e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 107538 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 13144 members 
Mstep: Class 5 contains 3113 members 
Mstep: Class 6 contains 107233 members 
Mstep: Class 7 contains 17875 members 
Mstep: Class 8 contains 112119 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 105920 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 31743 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 68560 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 20 clusters Score -7.281397e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 107461 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 13325 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 107180 members 
Mstep: Class 7 contains 17549 members 
Mstep: Class 8 contains 112164 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 105845 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 12 contains 31879 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 4424 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 68849 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 20 clusters Score -7.281431e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 107427 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 13489 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 107142 members 
Mstep: Class 7 contains 17232 members 
Mstep: Class 8 contains 112218 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 105784 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 31999 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1506 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 69108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 20 clusters Score -7.28145e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 107322 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 13650 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 107114 members 
Mstep: Class 7 contains 16935 members 
Mstep: Class 8 contains 112257 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 105786 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 32119 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 4101 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 69358 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 20 clusters Score -7.281506e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 107232 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 13759 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 107098 members 
Mstep: Class 7 contains 16656 members 
Mstep: Class 8 contains 112286 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 105785 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 32242 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 69578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815280.000000 Penalty: 40969.332031
Iteration 49Q: 20 clusters Score -7.281528e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 107122 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 13875 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 107063 members 
Mstep: Class 7 contains 16395 members 
Mstep: Class 8 contains 112336 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 105840 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 32332 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3872 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1569 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 69785 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 20 clusters Score -7.281566e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 106993 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 13968 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 107029 members 
Mstep: Class 7 contains 16147 members 
Mstep: Class 8 contains 112389 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 105924 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 32433 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1588 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 69976 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 20 clusters Score -7.281581e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 106833 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14057 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 107000 members 
Mstep: Class 7 contains 15901 members 
Mstep: Class 8 contains 112419 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106037 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 32522 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 70181 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -7.281621e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 106658 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14134 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 106985 members 
Mstep: Class 7 contains 15705 members 
Mstep: Class 8 contains 112451 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106134 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 32603 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3610 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 70378 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 20 clusters Score -7.281652e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 106489 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 106960 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 8 contains 112466 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106235 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 12 contains 32678 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3537 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 70571 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -7.281668e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 106311 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14248 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 106936 members 
Mstep: Class 7 contains 15383 members 
Mstep: Class 8 contains 112488 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 32765 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3473 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1658 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 70737 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -7.281706e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 106147 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14305 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 106909 members 
Mstep: Class 7 contains 15224 members 
Mstep: Class 8 contains 112479 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106441 members 
Mstep: Class 11 contains 3328 members 
Mstep: Class 12 contains 32860 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 70904 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -7.28172e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 106014 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14352 members 
Mstep: Class 5 contains 2912 members 
Mstep: Class 6 contains 106885 members 
Mstep: Class 7 contains 15089 members 
Mstep: Class 8 contains 112458 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106539 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 32937 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 71082 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -7.28173e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 105862 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14390 members 
Mstep: Class 5 contains 2899 members 
Mstep: Class 6 contains 106855 members 
Mstep: Class 7 contains 14984 members 
Mstep: Class 8 contains 112413 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106646 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 33023 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1688 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 71247 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -7.28174e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 105718 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14427 members 
Mstep: Class 5 contains 2874 members 
Mstep: Class 6 contains 106830 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 112327 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106758 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 33102 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3210 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1699 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 71418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817536.000000 Penalty: 40969.332031
Iteration 59Q: 20 clusters Score -7.281754e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 105588 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14458 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 106810 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 8 contains 112245 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 106858 members 
Mstep: Class 11 contains 3310 members 
Mstep: Class 12 contains 33176 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 71598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818344.000000 Penalty: 40969.332031
Iteration 60F: 20 clusters Score -7.281834e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 105479 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14490 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 106778 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 112125 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 106949 members 
Mstep: Class 11 contains 3310 members 
Mstep: Class 12 contains 33266 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 71784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819248.000000 Penalty: 40969.332031
Iteration 61Q: 20 clusters Score -7.281925e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 105351 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14525 members 
Mstep: Class 5 contains 2814 members 
Mstep: Class 6 contains 106772 members 
Mstep: Class 7 contains 14659 members 
Mstep: Class 8 contains 111981 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 107061 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 33355 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1730 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 71939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819448.000000 Penalty: 40969.332031
Iteration 62Q: 20 clusters Score -7.281945e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 105227 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 106748 members 
Mstep: Class 7 contains 14586 members 
Mstep: Class 8 contains 111827 members 
Mstep: Class 9 contains 392 members 
Mstep: Class 10 contains 107205 members 
Mstep: Class 11 contains 3307 members 
Mstep: Class 12 contains 33436 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 72088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819760.000000 Penalty: 40969.332031
Iteration 63Q: 20 clusters Score -7.281976e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 105144 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14590 members 
Mstep: Class 5 contains 2764 members 
Mstep: Class 6 contains 106728 members 
Mstep: Class 7 contains 14496 members 
Mstep: Class 8 contains 111699 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 107328 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 33521 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 72209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819992.000000 Penalty: 40969.332031
Iteration 64Q: 20 clusters Score -7.281999e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 105055 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14615 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 106716 members 
Mstep: Class 7 contains 14426 members 
Mstep: Class 8 contains 111554 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 107453 members 
Mstep: Class 11 contains 3300 members 
Mstep: Class 12 contains 33607 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 72317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820192.000000 Penalty: 40969.332031
Iteration 65Q: 20 clusters Score -7.282019e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104960 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14638 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 106706 members 
Mstep: Class 7 contains 14351 members 
Mstep: Class 8 contains 111432 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 107578 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 33680 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 72433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820296.000000 Penalty: 40969.332031
Iteration 66Q: 20 clusters Score -7.28203e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104866 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14659 members 
Mstep: Class 5 contains 2723 members 
Mstep: Class 6 contains 106681 members 
Mstep: Class 7 contains 14278 members 
Mstep: Class 8 contains 111305 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 107723 members 
Mstep: Class 11 contains 3280 members 
Mstep: Class 12 contains 33737 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 3010 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 72563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820432.000000 Penalty: 40969.332031
Iteration 67Q: 20 clusters Score -7.282043e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104774 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14679 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 106654 members 
Mstep: Class 7 contains 14215 members 
Mstep: Class 8 contains 111181 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 107858 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 33790 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1771 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 72717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820368.000000 Penalty: 40969.332031
Iteration 68Q: 20 clusters Score -7.282037e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104648 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14703 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 106625 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 111049 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 108000 members 
Mstep: Class 11 contains 3266 members 
Mstep: Class 12 contains 33859 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2932 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1784 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 72891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820616.000000 Penalty: 40969.332031
Iteration 69Q: 20 clusters Score -7.282062e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104517 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14729 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 106607 members 
Mstep: Class 7 contains 14030 members 
Mstep: Class 8 contains 110940 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 108161 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 33914 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2900 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 73067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820808.000000 Penalty: 40969.332031
Iteration 70Q: 20 clusters Score -7.282081e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104406 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14758 members 
Mstep: Class 5 contains 2623 members 
Mstep: Class 6 contains 106604 members 
Mstep: Class 7 contains 13922 members 
Mstep: Class 8 contains 110828 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 108333 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 33947 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1806 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 73238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820912.000000 Penalty: 40969.332031
Iteration 71Q: 20 clusters Score -7.282091e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104304 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14791 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 106600 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 110656 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 108536 members 
Mstep: Class 11 contains 3243 members 
Mstep: Class 12 contains 33979 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1807 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 73425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821120.000000 Penalty: 40969.332031
Iteration 72Q: 20 clusters Score -7.282112e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104194 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14810 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 106577 members 
Mstep: Class 7 contains 13657 members 
Mstep: Class 8 contains 110512 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 108757 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 12 contains 34020 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1808 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 73600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821080.000000 Penalty: 40969.332031
Iteration 73Q: 20 clusters Score -7.282108e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104107 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 106553 members 
Mstep: Class 7 contains 13537 members 
Mstep: Class 8 contains 110330 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 108951 members 
Mstep: Class 11 contains 3236 members 
Mstep: Class 12 contains 34070 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2833 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1809 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 73782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821208.000000 Penalty: 40969.332031
Iteration 74Q: 20 clusters Score -7.282121e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 104037 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14834 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 13448 members 
Mstep: Class 8 contains 110181 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 109089 members 
Mstep: Class 11 contains 3240 members 
Mstep: Class 12 contains 34115 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2830 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 73950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821304.000000 Penalty: 40969.332031
Iteration 75Q: 20 clusters Score -7.28213e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 103974 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 106486 members 
Mstep: Class 7 contains 13374 members 
Mstep: Class 8 contains 110069 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 109178 members 
Mstep: Class 11 contains 3237 members 
Mstep: Class 12 contains 34152 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 74130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821512.000000 Penalty: 40969.332031
Iteration 76Q: 20 clusters Score -7.282151e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 103907 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 106458 members 
Mstep: Class 7 contains 13274 members 
Mstep: Class 8 contains 109982 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 109286 members 
Mstep: Class 11 contains 3235 members 
Mstep: Class 12 contains 34192 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2828 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 74269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821616.000000 Penalty: 40969.332031
Iteration 77Q: 20 clusters Score -7.282162e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 103838 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14862 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 106444 members 
Mstep: Class 7 contains 13144 members 
Mstep: Class 8 contains 109925 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 109392 members 
Mstep: Class 11 contains 3233 members 
Mstep: Class 12 contains 34231 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 74410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821448.000000 Penalty: 40969.332031
Iteration 78Q: 20 clusters Score -7.282145e+07 nChanged 936
Entering ConstructFrom: 
Score: -72821448.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -11154.791992 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -11154.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10474.585938 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -10474.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10749.894531 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -10749.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10834.941406 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -10834.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10857.684570 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -10857.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10858.909180 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -10858.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10858.909180 Penalty: 1831.306519
	Iteration 5F: 3 clusters Score -10858.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Entering Unmasked Estep 
Score: -13243920.000000 Penalty: 1876.907837
	Iteration 0F: 2 clusters Score -1.324392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -13176741.000000 Penalty: 3753.815674
	Iteration 0F: 3 clusters Score -1.317674e+07 nChanged 49598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -13205806.000000 Penalty: 3753.815674
	Iteration 1F: 3 clusters Score -1.320581e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -13207151.000000 Penalty: 3753.815674
	Iteration 2Q: 3 clusters Score -1.320715e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -13209433.000000 Penalty: 3753.815674
	Iteration 3F: 3 clusters Score -1.320943e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -13213597.000000 Penalty: 3753.815674
	Iteration 4F: 3 clusters Score -1.32136e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -13220507.000000 Penalty: 3753.815674
	Iteration 5F: 3 clusters Score -1.322051e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -13228324.000000 Penalty: 3753.815674
	Iteration 6F: 3 clusters Score -1.322832e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -13235304.000000 Penalty: 3753.815674
	Iteration 7F: 3 clusters Score -1.32353e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -13239307.000000 Penalty: 3753.815674
	Iteration 8Q: 3 clusters Score -1.323931e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -13241029.000000 Penalty: 3753.815674
	Iteration 9Q: 3 clusters Score -1.324103e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13241711.000000 Penalty: 3753.815674
	Iteration 10Q: 3 clusters Score -1.324171e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103081 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13241997.000000 Penalty: 3753.815674
	Iteration 11Q: 3 clusters Score -1.3242e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103270 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13242226.000000 Penalty: 3753.815674
	Iteration 12Q: 3 clusters Score -1.324223e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103370 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -13242307.000000 Penalty: 3753.815674
	Iteration 13Q: 3 clusters Score -1.324231e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13242366.000000 Penalty: 3753.815674
	Iteration 14Q: 3 clusters Score -1.324237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13242406.000000 Penalty: 3753.815674
	Iteration 15Q: 3 clusters Score -1.324241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13242418.000000 Penalty: 3753.815674
	Iteration 16Q: 3 clusters Score -1.324242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13242432.000000 Penalty: 3753.815674
	Iteration 17Q: 3 clusters Score -1.324243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13242442.000000 Penalty: 3753.815674
	Iteration 18Q: 3 clusters Score -1.324244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13242445.000000 Penalty: 3753.815674
	Iteration 19Q: 3 clusters Score -1.324244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103491 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13242461.000000 Penalty: 3753.815674
	Iteration 20F: 3 clusters Score -1.324246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103495 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13242450.000000 Penalty: 3753.815674
	Iteration 21Q: 3 clusters Score -1.324245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103498 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -13242450.000000 Penalty: 3753.815674
	Iteration 22Q: 3 clusters Score -1.324245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13242457.000000 Penalty: 3753.815674
	Iteration 23Q: 3 clusters Score -1.324246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13242460.000000 Penalty: 3753.815674
	Iteration 24Q: 3 clusters Score -1.324246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -13242464.000000 Penalty: 3753.815674
	Iteration 25Q: 3 clusters Score -1.324246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -13242464.000000 Penalty: 3753.815674
	Iteration 26F: 3 clusters Score -1.324246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -38810.777344 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -38810.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37932.628906 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -37932.63 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38092.714844 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -38092.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38125.671875 Penalty: 1901.030518
	Iteration 2Q: 3 clusters Score -38125.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38156.824219 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -38156.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38180.730469 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -38180.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38207.054688 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -38207.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38221.484375 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -38221.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38264.000000 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -38264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38305.597656 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -38305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38309.800781 Penalty: 1901.030518
	Iteration 9Q: 3 clusters Score -38309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38311.339844 Penalty: 1901.030518
	Iteration 10Q: 3 clusters Score -38311.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38311.339844 Penalty: 1901.030518
	Iteration 11F: 3 clusters Score -38311.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Entering Unmasked Estep 
Score: -1865823.250000 Penalty: 1561.197632
	Iteration 0F: 2 clusters Score -1865823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1855523.000000 Penalty: 3122.395264
	Iteration 0F: 3 clusters Score -1855523 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1859090.750000 Penalty: 3122.395264
	Iteration 1F: 3 clusters Score -1859091 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1859419.125000 Penalty: 3122.395264
	Iteration 2F: 3 clusters Score -1859419 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1859754.875000 Penalty: 3122.395264
	Iteration 3F: 3 clusters Score -1859755 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1860136.375000 Penalty: 3122.395264
	Iteration 4F: 3 clusters Score -1860136 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1860620.750000 Penalty: 3122.395264
	Iteration 5F: 3 clusters Score -1860621 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1861133.000000 Penalty: 3122.395264
	Iteration 6F: 3 clusters Score -1861133 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1861759.000000 Penalty: 3122.395264
	Iteration 7F: 3 clusters Score -1861759 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1862402.000000 Penalty: 3122.395264
	Iteration 8F: 3 clusters Score -1862402 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1862979.250000 Penalty: 3122.395264
	Iteration 9Q: 3 clusters Score -1862979 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1863455.625000 Penalty: 3122.395264
	Iteration 10Q: 3 clusters Score -1863456 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1863941.250000 Penalty: 3122.395264
	Iteration 11Q: 3 clusters Score -1863941 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1864217.250000 Penalty: 3122.395264
	Iteration 12Q: 3 clusters Score -1864217 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1864321.375000 Penalty: 3122.395264
	Iteration 13Q: 3 clusters Score -1864321 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1864373.125000 Penalty: 3122.395264
	Iteration 14Q: 3 clusters Score -1864373 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1864414.375000 Penalty: 3122.395264
	Iteration 15Q: 3 clusters Score -1864414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1864433.375000 Penalty: 3122.395264
	Iteration 16Q: 3 clusters Score -1864433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1864452.000000 Penalty: 3122.395264
	Iteration 17Q: 3 clusters Score -1864452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1864467.625000 Penalty: 3122.395264
	Iteration 18Q: 3 clusters Score -1864468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1864480.500000 Penalty: 3122.395264
	Iteration 19Q: 3 clusters Score -1864480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1864487.000000 Penalty: 3122.395264
	Iteration 20F: 3 clusters Score -1864487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1864497.625000 Penalty: 3122.395264
	Iteration 21Q: 3 clusters Score -1864498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1864509.375000 Penalty: 3122.395264
	Iteration 22Q: 3 clusters Score -1864509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1864515.500000 Penalty: 3122.395264
	Iteration 23Q: 3 clusters Score -1864516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1864521.125000 Penalty: 3122.395264
	Iteration 24Q: 3 clusters Score -1864521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1864530.875000 Penalty: 3122.395264
	Iteration 25Q: 3 clusters Score -1864531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1864532.875000 Penalty: 3122.395264
	Iteration 26Q: 3 clusters Score -1864533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1864540.875000 Penalty: 3122.395264
	Iteration 27Q: 3 clusters Score -1864541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1864542.375000 Penalty: 3122.395264
	Iteration 28Q: 3 clusters Score -1864542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1864544.375000 Penalty: 3122.395264
	Iteration 29Q: 3 clusters Score -1864544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1864545.250000 Penalty: 3122.395264
	Iteration 30Q: 3 clusters Score -1864545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1864549.750000 Penalty: 3122.395264
	Iteration 31Q: 3 clusters Score -1864550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1864551.375000 Penalty: 3122.395264
	Iteration 32Q: 3 clusters Score -1864551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1864551.500000 Penalty: 3122.395264
	Iteration 33Q: 3 clusters Score -1864552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1864554.000000 Penalty: 3122.395264
	Iteration 34Q: 3 clusters Score -1864554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1864558.875000 Penalty: 3122.395264
	Iteration 35Q: 3 clusters Score -1864559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1864560.000000 Penalty: 3122.395264
	Iteration 36Q: 3 clusters Score -1864560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1864558.375000 Penalty: 3122.395264
	Iteration 37Q: 3 clusters Score -1864558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1864559.125000 Penalty: 3122.395264
	Iteration 38Q: 3 clusters Score -1864559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1864558.250000 Penalty: 3122.395264
	Iteration 39Q: 3 clusters Score -1864558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1864556.000000 Penalty: 3122.395264
	Iteration 40F: 3 clusters Score -1864556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1864558.625000 Penalty: 3122.395264
	Iteration 41Q: 3 clusters Score -1864559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1864560.750000 Penalty: 3122.395264
	Iteration 42Q: 3 clusters Score -1864561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1864558.750000 Penalty: 3122.395264
	Iteration 43Q: 3 clusters Score -1864559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1864560.625000 Penalty: 3122.395264
	Iteration 44Q: 3 clusters Score -1864561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1864560.625000 Penalty: 3122.395264
	Iteration 45F: 3 clusters Score -1864561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -322799.843750 Penalty: 1267.393311
	Iteration 0F: 2 clusters Score -322799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -320422.812500 Penalty: 2534.786621
	Iteration 0F: 3 clusters Score -320422.8 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -320941.125000 Penalty: 2534.786621
	Iteration 1F: 3 clusters Score -320941.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -321047.093750 Penalty: 2534.786621
	Iteration 2F: 3 clusters Score -321047.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -321113.531250 Penalty: 2534.786621
	Iteration 3Q: 3 clusters Score -321113.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -321150.531250 Penalty: 2534.786621
	Iteration 4Q: 3 clusters Score -321150.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321175.156250 Penalty: 2534.786621
	Iteration 5Q: 3 clusters Score -321175.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -321195.875000 Penalty: 2534.786621
	Iteration 6Q: 3 clusters Score -321195.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -321214.468750 Penalty: 2534.786621
	Iteration 7Q: 3 clusters Score -321214.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -321226.968750 Penalty: 2534.786621
	Iteration 8Q: 3 clusters Score -321227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321237.812500 Penalty: 2534.786621
	Iteration 9Q: 3 clusters Score -321237.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -321249.343750 Penalty: 2534.786621
	Iteration 10Q: 3 clusters Score -321249.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -321258.781250 Penalty: 2534.786621
	Iteration 11Q: 3 clusters Score -321258.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321265.312500 Penalty: 2534.786621
	Iteration 12Q: 3 clusters Score -321265.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -321273.000000 Penalty: 2534.786621
	Iteration 13Q: 3 clusters Score -321273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -321278.437500 Penalty: 2534.786621
	Iteration 14Q: 3 clusters Score -321278.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -321283.906250 Penalty: 2534.786621
	Iteration 15Q: 3 clusters Score -321283.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -321287.906250 Penalty: 2534.786621
	Iteration 16Q: 3 clusters Score -321287.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -321292.343750 Penalty: 2534.786621
	Iteration 17Q: 3 clusters Score -321292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -321293.593750 Penalty: 2534.786621
	Iteration 18Q: 3 clusters Score -321293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -321296.375000 Penalty: 2534.786621
	Iteration 19Q: 3 clusters Score -321296.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -321298.281250 Penalty: 2534.786621
	Iteration 20F: 3 clusters Score -321298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -321299.593750 Penalty: 2534.786621
	Iteration 21Q: 3 clusters Score -321299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -321300.437500 Penalty: 2534.786621
	Iteration 22Q: 3 clusters Score -321300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321301.281250 Penalty: 2534.786621
	Iteration 23Q: 3 clusters Score -321301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -321302.218750 Penalty: 2534.786621
	Iteration 24Q: 3 clusters Score -321302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -321304.343750 Penalty: 2534.786621
	Iteration 25Q: 3 clusters Score -321304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -321307.000000 Penalty: 2534.786621
	Iteration 26Q: 3 clusters Score -321307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -321309.125000 Penalty: 2534.786621
	Iteration 27Q: 3 clusters Score -321309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -321310.343750 Penalty: 2534.786621
	Iteration 28Q: 3 clusters Score -321310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -321311.125000 Penalty: 2534.786621
	Iteration 29Q: 3 clusters Score -321311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -321311.375000 Penalty: 2534.786621
	Iteration 30Q: 3 clusters Score -321311.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -321311.843750 Penalty: 2534.786621
	Iteration 31Q: 3 clusters Score -321311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -321312.531250 Penalty: 2534.786621
	Iteration 32Q: 3 clusters Score -321312.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -321313.312500 Penalty: 2534.786621
	Iteration 33Q: 3 clusters Score -321313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -321315.281250 Penalty: 2534.786621
	Iteration 34Q: 3 clusters Score -321315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -321316.937500 Penalty: 2534.786621
	Iteration 35Q: 3 clusters Score -321316.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -321318.406250 Penalty: 2534.786621
	Iteration 36Q: 3 clusters Score -321318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -321320.000000 Penalty: 2534.786621
	Iteration 37Q: 3 clusters Score -321320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -321321.031250 Penalty: 2534.786621
	Iteration 38Q: 3 clusters Score -321321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -321321.218750 Penalty: 2534.786621
	Iteration 39Q: 3 clusters Score -321321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -321322.437500 Penalty: 2534.786621
	Iteration 40F: 3 clusters Score -321322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -321323.437500 Penalty: 2534.786621
	Iteration 41Q: 3 clusters Score -321323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -321324.562500 Penalty: 2534.786621
	Iteration 42Q: 3 clusters Score -321324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -321324.406250 Penalty: 2534.786621
	Iteration 43Q: 3 clusters Score -321324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -321325.250000 Penalty: 2534.786621
	Iteration 44Q: 3 clusters Score -321325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -321325.218750 Penalty: 2534.786621
	Iteration 45Q: 3 clusters Score -321325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -321325.593750 Penalty: 2534.786621
	Iteration 46Q: 3 clusters Score -321325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -321325.593750 Penalty: 2534.786621
	Iteration 47F: 3 clusters Score -321325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106428 members 
Entering Unmasked Estep 
Score: -13789861.000000 Penalty: 1880.973877
	Iteration 0F: 2 clusters Score -1.378986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -13725442.000000 Penalty: 3761.947754
	Iteration 0F: 3 clusters Score -1.372544e+07 nChanged 51124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -13755221.000000 Penalty: 3761.947754
	Iteration 1F: 3 clusters Score -1.375522e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -13755957.000000 Penalty: 3761.947754
	Iteration 2Q: 3 clusters Score -1.375596e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -13756937.000000 Penalty: 3761.947754
	Iteration 3Q: 3 clusters Score -1.375694e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -13758275.000000 Penalty: 3761.947754
	Iteration 4Q: 3 clusters Score -1.375828e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -13760741.000000 Penalty: 3761.947754
	Iteration 5F: 3 clusters Score -1.376074e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -13764892.000000 Penalty: 3761.947754
	Iteration 6F: 3 clusters Score -1.376489e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -13770313.000000 Penalty: 3761.947754
	Iteration 7F: 3 clusters Score -1.377031e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -13776182.000000 Penalty: 3761.947754
	Iteration 8F: 3 clusters Score -1.377618e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -13780629.000000 Penalty: 3761.947754
	Iteration 9F: 3 clusters Score -1.378063e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -13783619.000000 Penalty: 3761.947754
	Iteration 10Q: 3 clusters Score -1.378362e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -13785814.000000 Penalty: 3761.947754
	Iteration 11Q: 3 clusters Score -1.378581e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -13787010.000000 Penalty: 3761.947754
	Iteration 12Q: 3 clusters Score -1.378701e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 104815 members 
Entering Unmasked Estep 
Score: -13787542.000000 Penalty: 3761.947754
	Iteration 13Q: 3 clusters Score -1.378754e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 105361 members 
Entering Unmasked Estep 
Score: -13787775.000000 Penalty: 3761.947754
	Iteration 14Q: 3 clusters Score -1.378778e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -13787973.000000 Penalty: 3761.947754
	Iteration 15Q: 3 clusters Score -1.378797e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -13788081.000000 Penalty: 3761.947754
	Iteration 16Q: 3 clusters Score -1.378808e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -13788123.000000 Penalty: 3761.947754
	Iteration 17Q: 3 clusters Score -1.378812e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -13788150.000000 Penalty: 3761.947754
	Iteration 18Q: 3 clusters Score -1.378815e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -13788192.000000 Penalty: 3761.947754
	Iteration 19Q: 3 clusters Score -1.378819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -13788209.000000 Penalty: 3761.947754
	Iteration 20F: 3 clusters Score -1.378821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -13788208.000000 Penalty: 3761.947754
	Iteration 21Q: 3 clusters Score -1.378821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -13788226.000000 Penalty: 3761.947754
	Iteration 22Q: 3 clusters Score -1.378823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -13788230.000000 Penalty: 3761.947754
	Iteration 23Q: 3 clusters Score -1.378823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 106126 members 
Entering Unmasked Estep 
Score: -13788246.000000 Penalty: 3761.947754
	Iteration 24Q: 3 clusters Score -1.378825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -13788252.000000 Penalty: 3761.947754
	Iteration 25Q: 3 clusters Score -1.378825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 106138 members 
Entering Unmasked Estep 
Score: -13788247.000000 Penalty: 3761.947754
	Iteration 26Q: 3 clusters Score -1.378825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -13788261.000000 Penalty: 3761.947754
	Iteration 27Q: 3 clusters Score -1.378826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 106148 members 
Entering Unmasked Estep 
Score: -13788256.000000 Penalty: 3761.947754
	Iteration 28Q: 3 clusters Score -1.378826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 106148 members 
Entering Unmasked Estep 
Score: -13788254.000000 Penalty: 3761.947754
	Iteration 29Q: 3 clusters Score -1.378825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -13788262.000000 Penalty: 3761.947754
	Iteration 30Q: 3 clusters Score -1.378826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -13788262.000000 Penalty: 3761.947754
	Iteration 31F: 3 clusters Score -1.378826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Entering Unmasked Estep 
Score: -1674135.875000 Penalty: 1539.614258
	Iteration 0F: 2 clusters Score -1674136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1665002.750000 Penalty: 3079.228516
	Iteration 0F: 3 clusters Score -1665003 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1668109.125000 Penalty: 3079.228516
	Iteration 1F: 3 clusters Score -1668109 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1668381.500000 Penalty: 3079.228516
	Iteration 2F: 3 clusters Score -1668382 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1668635.750000 Penalty: 3079.228516
	Iteration 3Q: 3 clusters Score -1668636 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1668891.250000 Penalty: 3079.228516
	Iteration 4Q: 3 clusters Score -1668891 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1669177.250000 Penalty: 3079.228516
	Iteration 5Q: 3 clusters Score -1669177 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1669477.750000 Penalty: 3079.228516
	Iteration 6Q: 3 clusters Score -1669478 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1669818.875000 Penalty: 3079.228516
	Iteration 7Q: 3 clusters Score -1669819 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1670243.375000 Penalty: 3079.228516
	Iteration 8Q: 3 clusters Score -1670243 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1670736.750000 Penalty: 3079.228516
	Iteration 9Q: 3 clusters Score -1670737 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1671205.875000 Penalty: 3079.228516
	Iteration 10Q: 3 clusters Score -1671206 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1671592.000000 Penalty: 3079.228516
	Iteration 11Q: 3 clusters Score -1671592 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1671837.000000 Penalty: 3079.228516
	Iteration 12Q: 3 clusters Score -1671837 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1671988.125000 Penalty: 3079.228516
	Iteration 13Q: 3 clusters Score -1671988 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1672092.625000 Penalty: 3079.228516
	Iteration 14Q: 3 clusters Score -1672093 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1672178.750000 Penalty: 3079.228516
	Iteration 15Q: 3 clusters Score -1672179 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1672243.125000 Penalty: 3079.228516
	Iteration 16Q: 3 clusters Score -1672243 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1672285.000000 Penalty: 3079.228516
	Iteration 17Q: 3 clusters Score -1672285 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1672321.375000 Penalty: 3079.228516
	Iteration 18Q: 3 clusters Score -1672321 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1672352.750000 Penalty: 3079.228516
	Iteration 19Q: 3 clusters Score -1672353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1672365.875000 Penalty: 3079.228516
	Iteration 20F: 3 clusters Score -1672366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1672376.500000 Penalty: 3079.228516
	Iteration 21Q: 3 clusters Score -1672376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1672378.000000 Penalty: 3079.228516
	Iteration 22Q: 3 clusters Score -1672378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1672383.000000 Penalty: 3079.228516
	Iteration 23Q: 3 clusters Score -1672383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1672394.125000 Penalty: 3079.228516
	Iteration 24Q: 3 clusters Score -1672394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1672403.875000 Penalty: 3079.228516
	Iteration 25Q: 3 clusters Score -1672404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1672408.625000 Penalty: 3079.228516
	Iteration 26Q: 3 clusters Score -1672409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1672424.625000 Penalty: 3079.228516
	Iteration 27Q: 3 clusters Score -1672425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1672434.000000 Penalty: 3079.228516
	Iteration 28Q: 3 clusters Score -1672434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1672439.625000 Penalty: 3079.228516
	Iteration 29Q: 3 clusters Score -1672440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1672444.500000 Penalty: 3079.228516
	Iteration 30Q: 3 clusters Score -1672444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1672453.125000 Penalty: 3079.228516
	Iteration 31Q: 3 clusters Score -1672453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1672458.375000 Penalty: 3079.228516
	Iteration 32Q: 3 clusters Score -1672458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1672473.875000 Penalty: 3079.228516
	Iteration 33Q: 3 clusters Score -1672474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1672483.875000 Penalty: 3079.228516
	Iteration 34Q: 3 clusters Score -1672484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1672491.875000 Penalty: 3079.228516
	Iteration 35Q: 3 clusters Score -1672492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1672502.000000 Penalty: 3079.228516
	Iteration 36Q: 3 clusters Score -1672502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1672517.125000 Penalty: 3079.228516
	Iteration 37Q: 3 clusters Score -1672517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1672524.750000 Penalty: 3079.228516
	Iteration 38Q: 3 clusters Score -1672525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1672530.875000 Penalty: 3079.228516
	Iteration 39Q: 3 clusters Score -1672531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1672538.000000 Penalty: 3079.228516
	Iteration 40F: 3 clusters Score -1672538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1672547.500000 Penalty: 3079.228516
	Iteration 41Q: 3 clusters Score -1672548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1672569.125000 Penalty: 3079.228516
	Iteration 42Q: 3 clusters Score -1672569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1672594.375000 Penalty: 3079.228516
	Iteration 43Q: 3 clusters Score -1672594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1672604.750000 Penalty: 3079.228516
	Iteration 44Q: 3 clusters Score -1672605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1672610.250000 Penalty: 3079.228516
	Iteration 45Q: 3 clusters Score -1672610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1672616.500000 Penalty: 3079.228516
	Iteration 46Q: 3 clusters Score -1672616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1672629.875000 Penalty: 3079.228516
	Iteration 47Q: 3 clusters Score -1672630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1672639.625000 Penalty: 3079.228516
	Iteration 48Q: 3 clusters Score -1672640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1672648.375000 Penalty: 3079.228516
	Iteration 49Q: 3 clusters Score -1672648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1672654.625000 Penalty: 3079.228516
	Iteration 50Q: 3 clusters Score -1672655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1672668.125000 Penalty: 3079.228516
	Iteration 51Q: 3 clusters Score -1672668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1672683.125000 Penalty: 3079.228516
	Iteration 52Q: 3 clusters Score -1672683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1672688.000000 Penalty: 3079.228516
	Iteration 53Q: 3 clusters Score -1672688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1672695.375000 Penalty: 3079.228516
	Iteration 54Q: 3 clusters Score -1672695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1672699.500000 Penalty: 3079.228516
	Iteration 55Q: 3 clusters Score -1672700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1672708.625000 Penalty: 3079.228516
	Iteration 56Q: 3 clusters Score -1672709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1672718.750000 Penalty: 3079.228516
	Iteration 57Q: 3 clusters Score -1672719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1672724.000000 Penalty: 3079.228516
	Iteration 58Q: 3 clusters Score -1672724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1672726.375000 Penalty: 3079.228516
	Iteration 59Q: 3 clusters Score -1672726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1672729.625000 Penalty: 3079.228516
	Iteration 60F: 3 clusters Score -1672730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1672734.625000 Penalty: 3079.228516
	Iteration 61Q: 3 clusters Score -1672735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1672734.750000 Penalty: 3079.228516
	Iteration 62Q: 3 clusters Score -1672735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1672741.750000 Penalty: 3079.228516
	Iteration 63Q: 3 clusters Score -1672742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1672752.125000 Penalty: 3079.228516
	Iteration 64Q: 3 clusters Score -1672752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1672754.000000 Penalty: 3079.228516
	Iteration 65Q: 3 clusters Score -1672754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1672757.375000 Penalty: 3079.228516
	Iteration 66Q: 3 clusters Score -1672757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1672763.625000 Penalty: 3079.228516
	Iteration 67Q: 3 clusters Score -1672764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1672769.375000 Penalty: 3079.228516
	Iteration 68Q: 3 clusters Score -1672769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1672776.500000 Penalty: 3079.228516
	Iteration 69Q: 3 clusters Score -1672776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1672785.375000 Penalty: 3079.228516
	Iteration 70Q: 3 clusters Score -1672785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1672797.625000 Penalty: 3079.228516
	Iteration 71Q: 3 clusters Score -1672798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1672807.375000 Penalty: 3079.228516
	Iteration 72Q: 3 clusters Score -1672807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1672819.000000 Penalty: 3079.228516
	Iteration 73Q: 3 clusters Score -1672819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1672824.875000 Penalty: 3079.228516
	Iteration 74Q: 3 clusters Score -1672825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1672829.500000 Penalty: 3079.228516
	Iteration 75Q: 3 clusters Score -1672830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1672834.875000 Penalty: 3079.228516
	Iteration 76Q: 3 clusters Score -1672835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1672840.250000 Penalty: 3079.228516
	Iteration 77Q: 3 clusters Score -1672840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1672849.875000 Penalty: 3079.228516
	Iteration 78Q: 3 clusters Score -1672850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1672849.250000 Penalty: 3079.228516
	Iteration 79Q: 3 clusters Score -1672849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1672851.625000 Penalty: 3079.228516
	Iteration 80F: 3 clusters Score -1672852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1672857.375000 Penalty: 3079.228516
	Iteration 81Q: 3 clusters Score -1672857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1672859.000000 Penalty: 3079.228516
	Iteration 82Q: 3 clusters Score -1672859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1672858.125000 Penalty: 3079.228516
	Iteration 83Q: 3 clusters Score -1672858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1672863.000000 Penalty: 3079.228516
	Iteration 84Q: 3 clusters Score -1672863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1672864.000000 Penalty: 3079.228516
	Iteration 85Q: 3 clusters Score -1672864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1672864.875000 Penalty: 3079.228516
	Iteration 86Q: 3 clusters Score -1672865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1672865.625000 Penalty: 3079.228516
	Iteration 87Q: 3 clusters Score -1672866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1672865.625000 Penalty: 3079.228516
	Iteration 88F: 3 clusters Score -1672866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (109838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109838 members 
Entering Unmasked Estep 
Score: -13998887.000000 Penalty: 1886.098755
	Iteration 0F: 2 clusters Score -1.399889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -13927391.000000 Penalty: 3772.197510
	Iteration 0F: 3 clusters Score -1.392739e+07 nChanged 52666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -13957912.000000 Penalty: 3772.197510
	Iteration 1F: 3 clusters Score -1.395791e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -13959137.000000 Penalty: 3772.197510
	Iteration 2Q: 3 clusters Score -1.395914e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -13961101.000000 Penalty: 3772.197510
	Iteration 3Q: 3 clusters Score -1.39611e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -13964324.000000 Penalty: 3772.197510
	Iteration 4F: 3 clusters Score -1.396432e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -13970024.000000 Penalty: 3772.197510
	Iteration 5F: 3 clusters Score -1.397002e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -13978112.000000 Penalty: 3772.197510
	Iteration 6F: 3 clusters Score -1.397811e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -13986429.000000 Penalty: 3772.197510
	Iteration 7F: 3 clusters Score -1.398643e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -13992364.000000 Penalty: 3772.197510
	Iteration 8F: 3 clusters Score -1.399236e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -13995371.000000 Penalty: 3772.197510
	Iteration 9Q: 3 clusters Score -1.399537e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13996436.000000 Penalty: 3772.197510
	Iteration 10Q: 3 clusters Score -1.399644e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13996922.000000 Penalty: 3772.197510
	Iteration 11Q: 3 clusters Score -1.399692e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13997112.000000 Penalty: 3772.197510
	Iteration 12Q: 3 clusters Score -1.399711e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -13997203.000000 Penalty: 3772.197510
	Iteration 13Q: 3 clusters Score -1.39972e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13997263.000000 Penalty: 3772.197510
	Iteration 14Q: 3 clusters Score -1.399726e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109502 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13997275.000000 Penalty: 3772.197510
	Iteration 15Q: 3 clusters Score -1.399728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109506 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13997290.000000 Penalty: 3772.197510
	Iteration 16Q: 3 clusters Score -1.399729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109506 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13997302.000000 Penalty: 3772.197510
	Iteration 17Q: 3 clusters Score -1.39973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13997307.000000 Penalty: 3772.197510
	Iteration 18Q: 3 clusters Score -1.399731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109507 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13997314.000000 Penalty: 3772.197510
	Iteration 19Q: 3 clusters Score -1.399731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13997324.000000 Penalty: 3772.197510
	Iteration 20F: 3 clusters Score -1.399732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109509 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13997321.000000 Penalty: 3772.197510
	Iteration 21Q: 3 clusters Score -1.399732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13997321.000000 Penalty: 3772.197510
	Iteration 22Q: 3 clusters Score -1.399732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13997321.000000 Penalty: 3772.197510
	Iteration 23F: 3 clusters Score -1.399732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -29180.310547 Penalty: 974.423523
	Iteration 0F: 2 clusters Score -29180.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28272.355469 Penalty: 1948.847046
	Iteration 0F: 3 clusters Score -28272.36 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28642.113281 Penalty: 1948.847046
	Iteration 1F: 3 clusters Score -28642.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28756.986328 Penalty: 1948.847046
	Iteration 2F: 3 clusters Score -28756.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28854.275391 Penalty: 1948.847046
	Iteration 3F: 3 clusters Score -28854.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28973.015625 Penalty: 1948.847046
	Iteration 4Q: 3 clusters Score -28973.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29073.603516 Penalty: 1948.847046
	Iteration 5F: 3 clusters Score -29073.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29162.660156 Penalty: 1948.847046
	Iteration 6Q: 3 clusters Score -29162.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29233.650391 Penalty: 1948.847046
	Iteration 7Q: 3 clusters Score -29233.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29258.091797 Penalty: 1948.847046
	Iteration 8Q: 3 clusters Score -29258.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29290.117188 Penalty: 1948.847046
	Iteration 9Q: 3 clusters Score -29290.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29324.271484 Penalty: 1948.847046
	Iteration 10Q: 3 clusters Score -29324.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29333.671875 Penalty: 1948.847046
	Iteration 11Q: 3 clusters Score -29333.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29343.687500 Penalty: 1948.847046
	Iteration 12Q: 3 clusters Score -29343.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29356.345703 Penalty: 1948.847046
	Iteration 13Q: 3 clusters Score -29356.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29366.892578 Penalty: 1948.847046
	Iteration 14Q: 3 clusters Score -29366.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29370.121094 Penalty: 1948.847046
	Iteration 15Q: 3 clusters Score -29370.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29370.376953 Penalty: 1948.847046
	Iteration 16Q: 3 clusters Score -29370.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29371.263672 Penalty: 1948.847046
	Iteration 17Q: 3 clusters Score -29371.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29372.199219 Penalty: 1948.847046
	Iteration 18F: 3 clusters Score -29372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29377.994141 Penalty: 1948.847046
	Iteration 19Q: 3 clusters Score -29377.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29377.994141 Penalty: 1948.847046
	Iteration 20F: 3 clusters Score -29377.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 103798 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14874 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 106428 members 
Mstep: Class 7 contains 13024 members 
Mstep: Class 8 contains 109838 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 109514 members 
Mstep: Class 11 contains 3232 members 
Mstep: Class 12 contains 34255 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 210 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 74545 members 
Entering Unmasked Estep 
Score: -72820552.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72821448.000000 to -72820552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (109514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109514 members 
Entering Unmasked Estep 
Score: -14013573.000000 Penalty: 1885.618652
	Iteration 0F: 2 clusters Score -1.401357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -13943914.000000 Penalty: 3771.237305
	Iteration 0F: 3 clusters Score -1.394391e+07 nChanged 52558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -13975025.000000 Penalty: 3771.237305
	Iteration 1F: 3 clusters Score -1.397502e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -13975901.000000 Penalty: 3771.237305
	Iteration 2Q: 3 clusters Score -1.39759e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -13976949.000000 Penalty: 3771.237305
	Iteration 3Q: 3 clusters Score -1.397695e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -13978393.000000 Penalty: 3771.237305
	Iteration 4Q: 3 clusters Score -1.397839e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -13980463.000000 Penalty: 3771.237305
	Iteration 5Q: 3 clusters Score -1.398046e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -13983471.000000 Penalty: 3771.237305
	Iteration 6F: 3 clusters Score -1.398347e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -13987832.000000 Penalty: 3771.237305
	Iteration 7F: 3 clusters Score -1.398783e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -13993061.000000 Penalty: 3771.237305
	Iteration 8F: 3 clusters Score -1.399306e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -13996778.000000 Penalty: 3771.237305
	Iteration 9F: 3 clusters Score -1.399678e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -13998505.000000 Penalty: 3771.237305
	Iteration 10Q: 3 clusters Score -1.39985e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -13999167.000000 Penalty: 3771.237305
	Iteration 11Q: 3 clusters Score -1.399917e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -13999549.000000 Penalty: 3771.237305
	Iteration 12Q: 3 clusters Score -1.399955e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -13999923.000000 Penalty: 3771.237305
	Iteration 13Q: 3 clusters Score -1.399992e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -14000166.000000 Penalty: 3771.237305
	Iteration 14Q: 3 clusters Score -1.400017e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -14000414.000000 Penalty: 3771.237305
	Iteration 15Q: 3 clusters Score -1.400041e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -14000664.000000 Penalty: 3771.237305
	Iteration 16Q: 3 clusters Score -1.400066e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -14000905.000000 Penalty: 3771.237305
	Iteration 17Q: 3 clusters Score -1.40009e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -14001097.000000 Penalty: 3771.237305
	Iteration 18Q: 3 clusters Score -1.40011e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -14001294.000000 Penalty: 3771.237305
	Iteration 19Q: 3 clusters Score -1.400129e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -14001541.000000 Penalty: 3771.237305
	Iteration 20F: 3 clusters Score -1.400154e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -14001691.000000 Penalty: 3771.237305
	Iteration 21Q: 3 clusters Score -1.400169e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -14001752.000000 Penalty: 3771.237305
	Iteration 22Q: 3 clusters Score -1.400175e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -14001870.000000 Penalty: 3771.237305
	Iteration 23Q: 3 clusters Score -1.400187e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -14001950.000000 Penalty: 3771.237305
	Iteration 24Q: 3 clusters Score -1.400195e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -14002003.000000 Penalty: 3771.237305
	Iteration 25Q: 3 clusters Score -1.4002e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -14002066.000000 Penalty: 3771.237305
	Iteration 26Q: 3 clusters Score -1.400207e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -14002237.000000 Penalty: 3771.237305
	Iteration 27Q: 3 clusters Score -1.400224e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -14002304.000000 Penalty: 3771.237305
	Iteration 28Q: 3 clusters Score -1.40023e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -14002368.000000 Penalty: 3771.237305
	Iteration 29Q: 3 clusters Score -1.400237e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -14002519.000000 Penalty: 3771.237305
	Iteration 30Q: 3 clusters Score -1.400252e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -14002556.000000 Penalty: 3771.237305
	Iteration 31Q: 3 clusters Score -1.400256e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -14002660.000000 Penalty: 3771.237305
	Iteration 32Q: 3 clusters Score -1.400266e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -14002697.000000 Penalty: 3771.237305
	Iteration 33Q: 3 clusters Score -1.40027e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -14002758.000000 Penalty: 3771.237305
	Iteration 34Q: 3 clusters Score -1.400276e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -14002821.000000 Penalty: 3771.237305
	Iteration 35Q: 3 clusters Score -1.400282e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -14002946.000000 Penalty: 3771.237305
	Iteration 36Q: 3 clusters Score -1.400295e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -14002947.000000 Penalty: 3771.237305
	Iteration 37Q: 3 clusters Score -1.400295e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -14003018.000000 Penalty: 3771.237305
	Iteration 38Q: 3 clusters Score -1.400302e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -14003074.000000 Penalty: 3771.237305
	Iteration 39Q: 3 clusters Score -1.400307e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -14003194.000000 Penalty: 3771.237305
	Iteration 40F: 3 clusters Score -1.400319e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -14003269.000000 Penalty: 3771.237305
	Iteration 41Q: 3 clusters Score -1.400327e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -14003369.000000 Penalty: 3771.237305
	Iteration 42Q: 3 clusters Score -1.400337e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -14003484.000000 Penalty: 3771.237305
	Iteration 43Q: 3 clusters Score -1.400348e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -14003571.000000 Penalty: 3771.237305
	Iteration 44Q: 3 clusters Score -1.400357e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -14003662.000000 Penalty: 3771.237305
	Iteration 45Q: 3 clusters Score -1.400366e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -14003765.000000 Penalty: 3771.237305
	Iteration 46Q: 3 clusters Score -1.400376e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -14003883.000000 Penalty: 3771.237305
	Iteration 47Q: 3 clusters Score -1.400388e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -14003989.000000 Penalty: 3771.237305
	Iteration 48Q: 3 clusters Score -1.400399e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -14004008.000000 Penalty: 3771.237305
	Iteration 49Q: 3 clusters Score -1.400401e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -14004097.000000 Penalty: 3771.237305
	Iteration 50Q: 3 clusters Score -1.40041e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -14004198.000000 Penalty: 3771.237305
	Iteration 51Q: 3 clusters Score -1.40042e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -14004332.000000 Penalty: 3771.237305
	Iteration 52Q: 3 clusters Score -1.400433e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -14004406.000000 Penalty: 3771.237305
	Iteration 53Q: 3 clusters Score -1.400441e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -14004472.000000 Penalty: 3771.237305
	Iteration 54Q: 3 clusters Score -1.400447e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -14004690.000000 Penalty: 3771.237305
	Iteration 55Q: 3 clusters Score -1.400469e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -14004836.000000 Penalty: 3771.237305
	Iteration 56Q: 3 clusters Score -1.400484e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -14004981.000000 Penalty: 3771.237305
	Iteration 57Q: 3 clusters Score -1.400498e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -14005063.000000 Penalty: 3771.237305
	Iteration 58Q: 3 clusters Score -1.400506e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -14005189.000000 Penalty: 3771.237305
	Iteration 59Q: 3 clusters Score -1.400519e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -14005339.000000 Penalty: 3771.237305
	Iteration 60F: 3 clusters Score -1.400534e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -14005501.000000 Penalty: 3771.237305
	Iteration 61Q: 3 clusters Score -1.40055e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -14005690.000000 Penalty: 3771.237305
	Iteration 62Q: 3 clusters Score -1.400569e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -14005790.000000 Penalty: 3771.237305
	Iteration 63Q: 3 clusters Score -1.400579e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -14005844.000000 Penalty: 3771.237305
	Iteration 64Q: 3 clusters Score -1.400584e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -14005935.000000 Penalty: 3771.237305
	Iteration 65Q: 3 clusters Score -1.400594e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -14006021.000000 Penalty: 3771.237305
	Iteration 66Q: 3 clusters Score -1.400602e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -14006131.000000 Penalty: 3771.237305
	Iteration 67Q: 3 clusters Score -1.400613e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -14006283.000000 Penalty: 3771.237305
	Iteration 68Q: 3 clusters Score -1.400628e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -14006379.000000 Penalty: 3771.237305
	Iteration 69Q: 3 clusters Score -1.400638e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -14006467.000000 Penalty: 3771.237305
	Iteration 70Q: 3 clusters Score -1.400647e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -14006588.000000 Penalty: 3771.237305
	Iteration 71Q: 3 clusters Score -1.400659e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -14006775.000000 Penalty: 3771.237305
	Iteration 72Q: 3 clusters Score -1.400678e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -14006932.000000 Penalty: 3771.237305
	Iteration 73Q: 3 clusters Score -1.400693e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -14007073.000000 Penalty: 3771.237305
	Iteration 74Q: 3 clusters Score -1.400707e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -14007259.000000 Penalty: 3771.237305
	Iteration 75Q: 3 clusters Score -1.400726e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -14007478.000000 Penalty: 3771.237305
	Iteration 76Q: 3 clusters Score -1.400748e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -14007649.000000 Penalty: 3771.237305
	Iteration 77Q: 3 clusters Score -1.400765e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -14007772.000000 Penalty: 3771.237305
	Iteration 78Q: 3 clusters Score -1.400777e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -14007939.000000 Penalty: 3771.237305
	Iteration 79Q: 3 clusters Score -1.400794e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -14008143.000000 Penalty: 3771.237305
	Iteration 80F: 3 clusters Score -1.400814e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -14008292.000000 Penalty: 3771.237305
	Iteration 81Q: 3 clusters Score -1.400829e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -14008492.000000 Penalty: 3771.237305
	Iteration 82Q: 3 clusters Score -1.400849e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -14008788.000000 Penalty: 3771.237305
	Iteration 83Q: 3 clusters Score -1.400879e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -14009006.000000 Penalty: 3771.237305
	Iteration 84Q: 3 clusters Score -1.400901e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -14009274.000000 Penalty: 3771.237305
	Iteration 85Q: 3 clusters Score -1.400927e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -14009454.000000 Penalty: 3771.237305
	Iteration 86Q: 3 clusters Score -1.400945e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -14009695.000000 Penalty: 3771.237305
	Iteration 87Q: 3 clusters Score -1.40097e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -14009969.000000 Penalty: 3771.237305
	Iteration 88Q: 3 clusters Score -1.400997e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -14010176.000000 Penalty: 3771.237305
	Iteration 89Q: 3 clusters Score -1.401018e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95629 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -14010481.000000 Penalty: 3771.237305
	Iteration 90Q: 3 clusters Score -1.401048e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96947 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -14010838.000000 Penalty: 3771.237305
	Iteration 91Q: 3 clusters Score -1.401084e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -14011138.000000 Penalty: 3771.237305
	Iteration 92Q: 3 clusters Score -1.401114e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -14011419.000000 Penalty: 3771.237305
	Iteration 93Q: 3 clusters Score -1.401142e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -14011626.000000 Penalty: 3771.237305
	Iteration 94Q: 3 clusters Score -1.401163e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -14011804.000000 Penalty: 3771.237305
	Iteration 95Q: 3 clusters Score -1.40118e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -14011817.000000 Penalty: 3771.237305
	Iteration 96Q: 3 clusters Score -1.401182e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -14012007.000000 Penalty: 3771.237305
	Iteration 97Q: 3 clusters Score -1.401201e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105450 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -14012153.000000 Penalty: 3771.237305
	Iteration 98Q: 3 clusters Score -1.401215e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -14012284.000000 Penalty: 3771.237305
	Iteration 99Q: 3 clusters Score -1.401228e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -14012408.000000 Penalty: 3771.237305
	Iteration 100F: 3 clusters Score -1.401241e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107127 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -14012380.000000 Penalty: 3771.237305
	Iteration 101Q: 3 clusters Score -1.401238e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -14012380.000000 Penalty: 3771.237305
	Iteration 102Q: 3 clusters Score -1.401238e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -14012321.000000 Penalty: 3771.237305
	Iteration 103Q: 3 clusters Score -1.401232e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14012342.000000 Penalty: 3771.237305
	Iteration 104Q: 3 clusters Score -1.401234e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -14012332.000000 Penalty: 3771.237305
	Iteration 105Q: 3 clusters Score -1.401233e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14012339.000000 Penalty: 3771.237305
	Iteration 106Q: 3 clusters Score -1.401234e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108328 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14012327.000000 Penalty: 3771.237305
	Iteration 107Q: 3 clusters Score -1.401233e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14012329.000000 Penalty: 3771.237305
	Iteration 108Q: 3 clusters Score -1.401233e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108436 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14012319.000000 Penalty: 3771.237305
	Iteration 109Q: 3 clusters Score -1.401232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -14012319.000000 Penalty: 3771.237305
	Iteration 110Q: 3 clusters Score -1.401232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108502 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14012318.000000 Penalty: 3771.237305
	Iteration 111Q: 3 clusters Score -1.401232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -14012308.000000 Penalty: 3771.237305
	Iteration 112Q: 3 clusters Score -1.401231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14012299.000000 Penalty: 3771.237305
	Iteration 113Q: 3 clusters Score -1.40123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -14012304.000000 Penalty: 3771.237305
	Iteration 114Q: 3 clusters Score -1.40123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108607 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14012303.000000 Penalty: 3771.237305
	Iteration 115Q: 3 clusters Score -1.40123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14012283.000000 Penalty: 3771.237305
	Iteration 116Q: 3 clusters Score -1.401228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -14012281.000000 Penalty: 3771.237305
	Iteration 117Q: 3 clusters Score -1.401228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108651 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -14012263.000000 Penalty: 3771.237305
	Iteration 118Q: 3 clusters Score -1.401226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108665 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14012265.000000 Penalty: 3771.237305
	Iteration 119Q: 3 clusters Score -1.401226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14012259.000000 Penalty: 3771.237305
	Iteration 120F: 3 clusters Score -1.401226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14012260.000000 Penalty: 3771.237305
	Iteration 121Q: 3 clusters Score -1.401226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14012244.000000 Penalty: 3771.237305
	Iteration 122Q: 3 clusters Score -1.401224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14012242.000000 Penalty: 3771.237305
	Iteration 123Q: 3 clusters Score -1.401224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -14012243.000000 Penalty: 3771.237305
	Iteration 124Q: 3 clusters Score -1.401224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14012245.000000 Penalty: 3771.237305
	Iteration 125Q: 3 clusters Score -1.401224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14012255.000000 Penalty: 3771.237305
	Iteration 126Q: 3 clusters Score -1.401226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14012250.000000 Penalty: 3771.237305
	Iteration 127Q: 3 clusters Score -1.401225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14012266.000000 Penalty: 3771.237305
	Iteration 128Q: 3 clusters Score -1.401227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108757 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14012255.000000 Penalty: 3771.237305
	Iteration 129Q: 3 clusters Score -1.401226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -14012263.000000 Penalty: 3771.237305
	Iteration 130Q: 3 clusters Score -1.401226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -14012244.000000 Penalty: 3771.237305
	Iteration 131Q: 3 clusters Score -1.401224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -14012250.000000 Penalty: 3771.237305
	Iteration 132Q: 3 clusters Score -1.401225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14012256.000000 Penalty: 3771.237305
	Iteration 133Q: 3 clusters Score -1.401226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -14012262.000000 Penalty: 3771.237305
	Iteration 134Q: 3 clusters Score -1.401226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14012253.000000 Penalty: 3771.237305
	Iteration 135Q: 3 clusters Score -1.401225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14012253.000000 Penalty: 3771.237305
	Iteration 136F: 3 clusters Score -1.401225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Entering Unmasked Estep 
Score: -389385.906250 Penalty: 1313.139160
	Iteration 0F: 2 clusters Score -389385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -386515.437500 Penalty: 2626.278320
	Iteration 0F: 3 clusters Score -386515.4 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -387189.312500 Penalty: 2626.278320
	Iteration 1F: 3 clusters Score -387189.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -387325.375000 Penalty: 2626.278320
	Iteration 2F: 3 clusters Score -387325.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -387411.031250 Penalty: 2626.278320
	Iteration 3Q: 3 clusters Score -387411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -387467.281250 Penalty: 2626.278320
	Iteration 4Q: 3 clusters Score -387467.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -387517.156250 Penalty: 2626.278320
	Iteration 5Q: 3 clusters Score -387517.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -387555.968750 Penalty: 2626.278320
	Iteration 6Q: 3 clusters Score -387556 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -387597.406250 Penalty: 2626.278320
	Iteration 7Q: 3 clusters Score -387597.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -387635.375000 Penalty: 2626.278320
	Iteration 8Q: 3 clusters Score -387635.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -387679.406250 Penalty: 2626.278320
	Iteration 9Q: 3 clusters Score -387679.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -387728.968750 Penalty: 2626.278320
	Iteration 10Q: 3 clusters Score -387729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -387765.843750 Penalty: 2626.278320
	Iteration 11Q: 3 clusters Score -387765.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -387794.843750 Penalty: 2626.278320
	Iteration 12Q: 3 clusters Score -387794.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -387828.843750 Penalty: 2626.278320
	Iteration 13Q: 3 clusters Score -387828.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -387866.250000 Penalty: 2626.278320
	Iteration 14Q: 3 clusters Score -387866.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -387919.531250 Penalty: 2626.278320
	Iteration 15Q: 3 clusters Score -387919.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -387978.687500 Penalty: 2626.278320
	Iteration 16Q: 3 clusters Score -387978.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -388037.937500 Penalty: 2626.278320
	Iteration 17Q: 3 clusters Score -388037.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -388094.906250 Penalty: 2626.278320
	Iteration 18Q: 3 clusters Score -388094.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -388136.437500 Penalty: 2626.278320
	Iteration 19Q: 3 clusters Score -388136.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -388184.875000 Penalty: 2626.278320
	Iteration 20F: 3 clusters Score -388184.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -388240.062500 Penalty: 2626.278320
	Iteration 21Q: 3 clusters Score -388240.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -388277.531250 Penalty: 2626.278320
	Iteration 22Q: 3 clusters Score -388277.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -388296.593750 Penalty: 2626.278320
	Iteration 23Q: 3 clusters Score -388296.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -388304.718750 Penalty: 2626.278320
	Iteration 24Q: 3 clusters Score -388304.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -388320.000000 Penalty: 2626.278320
	Iteration 25Q: 3 clusters Score -388320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -388327.937500 Penalty: 2626.278320
	Iteration 26Q: 3 clusters Score -388327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -388334.750000 Penalty: 2626.278320
	Iteration 27Q: 3 clusters Score -388334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -388338.843750 Penalty: 2626.278320
	Iteration 28Q: 3 clusters Score -388338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -388343.812500 Penalty: 2626.278320
	Iteration 29Q: 3 clusters Score -388343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -388349.968750 Penalty: 2626.278320
	Iteration 30Q: 3 clusters Score -388350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -388355.062500 Penalty: 2626.278320
	Iteration 31Q: 3 clusters Score -388355.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -388361.000000 Penalty: 2626.278320
	Iteration 32Q: 3 clusters Score -388361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -388371.687500 Penalty: 2626.278320
	Iteration 33Q: 3 clusters Score -388371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -388376.250000 Penalty: 2626.278320
	Iteration 34Q: 3 clusters Score -388376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -388377.593750 Penalty: 2626.278320
	Iteration 35Q: 3 clusters Score -388377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -388377.625000 Penalty: 2626.278320
	Iteration 36Q: 3 clusters Score -388377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -388379.843750 Penalty: 2626.278320
	Iteration 37Q: 3 clusters Score -388379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -388379.843750 Penalty: 2626.278320
	Iteration 38F: 3 clusters Score -388379.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Entering Unmasked Estep 
Score: -4402817.000000 Penalty: 1696.757935
	Iteration 0F: 2 clusters Score -4402817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4379767.000000 Penalty: 3393.515869
	Iteration 0F: 3 clusters Score -4379767 nChanged 15866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4388915.000000 Penalty: 3393.515869
	Iteration 1F: 3 clusters Score -4388915 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4389911.500000 Penalty: 3393.515869
	Iteration 2F: 3 clusters Score -4389912 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -4391310.000000 Penalty: 3393.515869
	Iteration 3F: 3 clusters Score -4391310 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -4393266.500000 Penalty: 3393.515869
	Iteration 4F: 3 clusters Score -4393266 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4395733.500000 Penalty: 3393.515869
	Iteration 5F: 3 clusters Score -4395734 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -4397990.500000 Penalty: 3393.515869
	Iteration 6F: 3 clusters Score -4397990 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -4399251.000000 Penalty: 3393.515869
	Iteration 7Q: 3 clusters Score -4399251 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -4399706.500000 Penalty: 3393.515869
	Iteration 8Q: 3 clusters Score -4399706 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -4399891.000000 Penalty: 3393.515869
	Iteration 9Q: 3 clusters Score -4399891 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -4400038.500000 Penalty: 3393.515869
	Iteration 10Q: 3 clusters Score -4400038 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4400152.500000 Penalty: 3393.515869
	Iteration 11Q: 3 clusters Score -4400152 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4400256.000000 Penalty: 3393.515869
	Iteration 12Q: 3 clusters Score -4400256 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -4400356.500000 Penalty: 3393.515869
	Iteration 13Q: 3 clusters Score -4400356 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4400441.500000 Penalty: 3393.515869
	Iteration 14Q: 3 clusters Score -4400442 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -4400515.500000 Penalty: 3393.515869
	Iteration 15Q: 3 clusters Score -4400516 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -4400579.000000 Penalty: 3393.515869
	Iteration 16Q: 3 clusters Score -4400579 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -4400654.500000 Penalty: 3393.515869
	Iteration 17Q: 3 clusters Score -4400654 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -4400716.000000 Penalty: 3393.515869
	Iteration 18Q: 3 clusters Score -4400716 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -4400764.000000 Penalty: 3393.515869
	Iteration 19Q: 3 clusters Score -4400764 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4400804.500000 Penalty: 3393.515869
	Iteration 20F: 3 clusters Score -4400804 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -4400836.500000 Penalty: 3393.515869
	Iteration 21Q: 3 clusters Score -4400836 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4400893.000000 Penalty: 3393.515869
	Iteration 22Q: 3 clusters Score -4400893 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -4400937.500000 Penalty: 3393.515869
	Iteration 23Q: 3 clusters Score -4400938 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -4401005.000000 Penalty: 3393.515869
	Iteration 24Q: 3 clusters Score -4401005 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4401054.000000 Penalty: 3393.515869
	Iteration 25Q: 3 clusters Score -4401054 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4401125.500000 Penalty: 3393.515869
	Iteration 26Q: 3 clusters Score -4401126 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4401154.000000 Penalty: 3393.515869
	Iteration 27Q: 3 clusters Score -4401154 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4401214.000000 Penalty: 3393.515869
	Iteration 28Q: 3 clusters Score -4401214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4401243.000000 Penalty: 3393.515869
	Iteration 29Q: 3 clusters Score -4401243 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4401262.500000 Penalty: 3393.515869
	Iteration 30Q: 3 clusters Score -4401262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4401283.000000 Penalty: 3393.515869
	Iteration 31Q: 3 clusters Score -4401283 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -4401315.000000 Penalty: 3393.515869
	Iteration 32Q: 3 clusters Score -4401315 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4401347.500000 Penalty: 3393.515869
	Iteration 33Q: 3 clusters Score -4401348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -4401376.000000 Penalty: 3393.515869
	Iteration 34Q: 3 clusters Score -4401376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4401401.500000 Penalty: 3393.515869
	Iteration 35Q: 3 clusters Score -4401402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4401428.500000 Penalty: 3393.515869
	Iteration 36Q: 3 clusters Score -4401428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4401434.500000 Penalty: 3393.515869
	Iteration 37Q: 3 clusters Score -4401434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -4401440.500000 Penalty: 3393.515869
	Iteration 38Q: 3 clusters Score -4401440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4401463.500000 Penalty: 3393.515869
	Iteration 39Q: 3 clusters Score -4401464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4401485.500000 Penalty: 3393.515869
	Iteration 40F: 3 clusters Score -4401486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4401496.500000 Penalty: 3393.515869
	Iteration 41Q: 3 clusters Score -4401496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4401512.500000 Penalty: 3393.515869
	Iteration 42Q: 3 clusters Score -4401512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -4401521.500000 Penalty: 3393.515869
	Iteration 43Q: 3 clusters Score -4401522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -4401533.000000 Penalty: 3393.515869
	Iteration 44Q: 3 clusters Score -4401533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4401530.500000 Penalty: 3393.515869
	Iteration 45Q: 3 clusters Score -4401530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4401540.000000 Penalty: 3393.515869
	Iteration 46Q: 3 clusters Score -4401540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4401552.500000 Penalty: 3393.515869
	Iteration 47Q: 3 clusters Score -4401552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4401556.500000 Penalty: 3393.515869
	Iteration 48Q: 3 clusters Score -4401556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4401566.500000 Penalty: 3393.515869
	Iteration 49Q: 3 clusters Score -4401566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4401560.500000 Penalty: 3393.515869
	Iteration 50Q: 3 clusters Score -4401560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4401561.000000 Penalty: 3393.515869
	Iteration 51Q: 3 clusters Score -4401561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4401563.500000 Penalty: 3393.515869
	Iteration 52Q: 3 clusters Score -4401564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4401564.500000 Penalty: 3393.515869
	Iteration 53Q: 3 clusters Score -4401564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4401570.500000 Penalty: 3393.515869
	Iteration 54Q: 3 clusters Score -4401570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4401569.000000 Penalty: 3393.515869
	Iteration 55Q: 3 clusters Score -4401569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4401574.000000 Penalty: 3393.515869
	Iteration 56Q: 3 clusters Score -4401574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -4401577.500000 Penalty: 3393.515869
	Iteration 57Q: 3 clusters Score -4401578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4401581.500000 Penalty: 3393.515869
	Iteration 58Q: 3 clusters Score -4401582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4401580.500000 Penalty: 3393.515869
	Iteration 59Q: 3 clusters Score -4401580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4401581.500000 Penalty: 3393.515869
	Iteration 60F: 3 clusters Score -4401582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4401580.500000 Penalty: 3393.515869
	Iteration 61Q: 3 clusters Score -4401580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4401584.500000 Penalty: 3393.515869
	Iteration 62Q: 3 clusters Score -4401584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4401584.500000 Penalty: 3393.515869
	Iteration 63F: 3 clusters Score -4401584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -59346.171875 Penalty: 1028.289673
	Iteration 0F: 2 clusters Score -59346.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58241.414062 Penalty: 2056.579346
	Iteration 0F: 3 clusters Score -58241.41 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58405.117188 Penalty: 2056.579346
	Iteration 1F: 3 clusters Score -58405.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58470.773438 Penalty: 2056.579346
	Iteration 2F: 3 clusters Score -58470.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58499.183594 Penalty: 2056.579346
	Iteration 3Q: 3 clusters Score -58499.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58514.195312 Penalty: 2056.579346
	Iteration 4Q: 3 clusters Score -58514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58522.175781 Penalty: 2056.579346
	Iteration 5Q: 3 clusters Score -58522.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58525.621094 Penalty: 2056.579346
	Iteration 6Q: 3 clusters Score -58525.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58531.015625 Penalty: 2056.579346
	Iteration 7Q: 3 clusters Score -58531.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58531.515625 Penalty: 2056.579346
	Iteration 8Q: 3 clusters Score -58531.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58532.632812 Penalty: 2056.579346
	Iteration 9Q: 3 clusters Score -58532.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58534.273438 Penalty: 2056.579346
	Iteration 10Q: 3 clusters Score -58534.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58534.273438 Penalty: 2056.579346
	Iteration 11F: 3 clusters Score -58534.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -356355.531250 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -356355.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -353757.843750 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -353757.8 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -354341.500000 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -354341.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -354480.968750 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -354481 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -354581.875000 Penalty: 2581.729492
	Iteration 3F: 3 clusters Score -354581.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -354659.312500 Penalty: 2581.729492
	Iteration 4Q: 3 clusters Score -354659.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -354707.781250 Penalty: 2581.729492
	Iteration 5Q: 3 clusters Score -354707.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -354741.031250 Penalty: 2581.729492
	Iteration 6Q: 3 clusters Score -354741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -354758.093750 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -354758.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -354780.500000 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -354780.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -354801.812500 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -354801.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -354819.062500 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -354819.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -354832.281250 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -354832.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -354845.250000 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -354845.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -354857.343750 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -354857.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -354864.656250 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -354864.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -354871.187500 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -354871.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -354879.375000 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -354879.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -354886.218750 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -354886.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -354891.312500 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -354891.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -354898.968750 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -354899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -354908.468750 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -354908.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -354922.281250 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -354922.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -354931.437500 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -354931.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -354936.281250 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -354936.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -354941.937500 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -354941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -354945.281250 Penalty: 2581.729492
	Iteration 25Q: 3 clusters Score -354945.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -354952.500000 Penalty: 2581.729492
	Iteration 26Q: 3 clusters Score -354952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -354956.593750 Penalty: 2581.729492
	Iteration 27Q: 3 clusters Score -354956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -354959.000000 Penalty: 2581.729492
	Iteration 28Q: 3 clusters Score -354959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -354960.718750 Penalty: 2581.729492
	Iteration 29Q: 3 clusters Score -354960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -354962.312500 Penalty: 2581.729492
	Iteration 30Q: 3 clusters Score -354962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -354962.843750 Penalty: 2581.729492
	Iteration 31Q: 3 clusters Score -354962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -354963.718750 Penalty: 2581.729492
	Iteration 32Q: 3 clusters Score -354963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -354965.875000 Penalty: 2581.729492
	Iteration 33Q: 3 clusters Score -354965.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -354968.406250 Penalty: 2581.729492
	Iteration 34Q: 3 clusters Score -354968.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -354969.687500 Penalty: 2581.729492
	Iteration 35Q: 3 clusters Score -354969.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -354972.406250 Penalty: 2581.729492
	Iteration 36Q: 3 clusters Score -354972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -354976.812500 Penalty: 2581.729492
	Iteration 37Q: 3 clusters Score -354976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -354977.937500 Penalty: 2581.729492
	Iteration 38Q: 3 clusters Score -354977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -354979.125000 Penalty: 2581.729492
	Iteration 39Q: 3 clusters Score -354979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -354979.437500 Penalty: 2581.729492
	Iteration 40F: 3 clusters Score -354979.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -32137.257812 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -32137.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31250.519531 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -31250.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31471.203125 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -31471.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31559.476562 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -31559.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31610.826172 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -31610.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31637.048828 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -31637.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31679.777344 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -31679.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31696.847656 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -31696.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31701.673828 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -31701.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31706.693359 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -31706.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31711.939453 Penalty: 1876.729248
	Iteration 9Q: 3 clusters Score -31711.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31714.490234 Penalty: 1876.729248
	Iteration 10Q: 3 clusters Score -31714.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31714.490234 Penalty: 1876.729248
	Iteration 11F: 3 clusters Score -31714.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -223540.625000 Penalty: 1220.088745
	Iteration 0F: 2 clusters Score -223540.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -221624.171875 Penalty: 2440.177490
	Iteration 0F: 3 clusters Score -221624.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -222060.234375 Penalty: 2440.177490
	Iteration 1F: 3 clusters Score -222060.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -222181.406250 Penalty: 2440.177490
	Iteration 2F: 3 clusters Score -222181.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -222271.062500 Penalty: 2440.177490
	Iteration 3Q: 3 clusters Score -222271.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -222364.234375 Penalty: 2440.177490
	Iteration 4F: 3 clusters Score -222364.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -222439.578125 Penalty: 2440.177490
	Iteration 5Q: 3 clusters Score -222439.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -222515.515625 Penalty: 2440.177490
	Iteration 6Q: 3 clusters Score -222515.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -222577.609375 Penalty: 2440.177490
	Iteration 7Q: 3 clusters Score -222577.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -222629.796875 Penalty: 2440.177490
	Iteration 8Q: 3 clusters Score -222629.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -222681.562500 Penalty: 2440.177490
	Iteration 9Q: 3 clusters Score -222681.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -222714.468750 Penalty: 2440.177490
	Iteration 10Q: 3 clusters Score -222714.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -222736.406250 Penalty: 2440.177490
	Iteration 11Q: 3 clusters Score -222736.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -222750.421875 Penalty: 2440.177490
	Iteration 12Q: 3 clusters Score -222750.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -222764.890625 Penalty: 2440.177490
	Iteration 13Q: 3 clusters Score -222764.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -222777.093750 Penalty: 2440.177490
	Iteration 14Q: 3 clusters Score -222777.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -222789.640625 Penalty: 2440.177490
	Iteration 15Q: 3 clusters Score -222789.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -222799.046875 Penalty: 2440.177490
	Iteration 16Q: 3 clusters Score -222799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -222806.843750 Penalty: 2440.177490
	Iteration 17Q: 3 clusters Score -222806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -222811.437500 Penalty: 2440.177490
	Iteration 18Q: 3 clusters Score -222811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -222814.859375 Penalty: 2440.177490
	Iteration 19Q: 3 clusters Score -222814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -222816.250000 Penalty: 2440.177490
	Iteration 20F: 3 clusters Score -222816.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -52635.750000 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -52635.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51694.816406 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -51694.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51803.187500 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -51803.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51828.722656 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -51828.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51834.660156 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -51834.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51838.957031 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -51838.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51838.957031 Penalty: 1881.737183
	Iteration 5F: 3 clusters Score -51838.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -25877.544922 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -25877.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25060.542969 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -25060.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25214.980469 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -25214.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25257.746094 Penalty: 1835.916626
	Iteration 2Q: 3 clusters Score -25257.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25303.804688 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -25303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25309.994141 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -25309.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25312.443359 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -25312.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25313.302734 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -25313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25313.302734 Penalty: 1835.916626
	Iteration 7F: 3 clusters Score -25313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (74545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Entering Unmasked Estep 
Score: -9458919.000000 Penalty: 1823.113159
	Iteration 0F: 2 clusters Score -9458919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -9408858.000000 Penalty: 3646.226318
	Iteration 0F: 3 clusters Score -9408858 nChanged 35450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -9429747.000000 Penalty: 3646.226318
	Iteration 1F: 3 clusters Score -9429747 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -9430397.000000 Penalty: 3646.226318
	Iteration 2Q: 3 clusters Score -9430397 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -9431250.000000 Penalty: 3646.226318
	Iteration 3Q: 3 clusters Score -9431250 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -9432253.000000 Penalty: 3646.226318
	Iteration 4Q: 3 clusters Score -9432253 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -9433683.000000 Penalty: 3646.226318
	Iteration 5Q: 3 clusters Score -9433683 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -9435562.000000 Penalty: 3646.226318
	Iteration 6Q: 3 clusters Score -9435562 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -9438129.000000 Penalty: 3646.226318
	Iteration 7F: 3 clusters Score -9438129 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -9441285.000000 Penalty: 3646.226318
	Iteration 8F: 3 clusters Score -9441285 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -9444660.000000 Penalty: 3646.226318
	Iteration 9F: 3 clusters Score -9444660 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -9447226.000000 Penalty: 3646.226318
	Iteration 10F: 3 clusters Score -9447226 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -9448735.000000 Penalty: 3646.226318
	Iteration 11Q: 3 clusters Score -9448735 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -9449596.000000 Penalty: 3646.226318
	Iteration 12Q: 3 clusters Score -9449596 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -9450316.000000 Penalty: 3646.226318
	Iteration 13Q: 3 clusters Score -9450316 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -9451152.000000 Penalty: 3646.226318
	Iteration 14Q: 3 clusters Score -9451152 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -9451984.000000 Penalty: 3646.226318
	Iteration 15Q: 3 clusters Score -9451984 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -9452662.000000 Penalty: 3646.226318
	Iteration 16Q: 3 clusters Score -9452662 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -9453280.000000 Penalty: 3646.226318
	Iteration 17Q: 3 clusters Score -9453280 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -9453810.000000 Penalty: 3646.226318
	Iteration 18Q: 3 clusters Score -9453810 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -9454159.000000 Penalty: 3646.226318
	Iteration 19Q: 3 clusters Score -9454159 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -9454486.000000 Penalty: 3646.226318
	Iteration 20F: 3 clusters Score -9454486 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -9454819.000000 Penalty: 3646.226318
	Iteration 21Q: 3 clusters Score -9454819 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -9455022.000000 Penalty: 3646.226318
	Iteration 22Q: 3 clusters Score -9455022 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -9455142.000000 Penalty: 3646.226318
	Iteration 23Q: 3 clusters Score -9455142 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -9455272.000000 Penalty: 3646.226318
	Iteration 24Q: 3 clusters Score -9455272 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -9455396.000000 Penalty: 3646.226318
	Iteration 25Q: 3 clusters Score -9455396 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -9455501.000000 Penalty: 3646.226318
	Iteration 26Q: 3 clusters Score -9455501 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -9455570.000000 Penalty: 3646.226318
	Iteration 27Q: 3 clusters Score -9455570 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -9455585.000000 Penalty: 3646.226318
	Iteration 28Q: 3 clusters Score -9455585 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -9455675.000000 Penalty: 3646.226318
	Iteration 29Q: 3 clusters Score -9455675 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -9455746.000000 Penalty: 3646.226318
	Iteration 30Q: 3 clusters Score -9455746 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -9455773.000000 Penalty: 3646.226318
	Iteration 31Q: 3 clusters Score -9455773 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -9455769.000000 Penalty: 3646.226318
	Iteration 32Q: 3 clusters Score -9455769 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -9455769.000000 Penalty: 3646.226318
	Iteration 33Q: 3 clusters Score -9455769 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -9455777.000000 Penalty: 3646.226318
	Iteration 34Q: 3 clusters Score -9455777 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -9455797.000000 Penalty: 3646.226318
	Iteration 35Q: 3 clusters Score -9455797 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -9455809.000000 Penalty: 3646.226318
	Iteration 36Q: 3 clusters Score -9455809 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -9455795.000000 Penalty: 3646.226318
	Iteration 37Q: 3 clusters Score -9455795 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -9455814.000000 Penalty: 3646.226318
	Iteration 38Q: 3 clusters Score -9455814 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -9455834.000000 Penalty: 3646.226318
	Iteration 39Q: 3 clusters Score -9455834 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -9455858.000000 Penalty: 3646.226318
	Iteration 40F: 3 clusters Score -9455858 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -9455873.000000 Penalty: 3646.226318
	Iteration 41Q: 3 clusters Score -9455873 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -9455854.000000 Penalty: 3646.226318
	Iteration 42Q: 3 clusters Score -9455854 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -9455862.000000 Penalty: 3646.226318
	Iteration 43Q: 3 clusters Score -9455862 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -9455872.000000 Penalty: 3646.226318
	Iteration 44Q: 3 clusters Score -9455872 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -9455873.000000 Penalty: 3646.226318
	Iteration 45Q: 3 clusters Score -9455873 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -9455878.000000 Penalty: 3646.226318
	Iteration 46Q: 3 clusters Score -9455878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -9455895.000000 Penalty: 3646.226318
	Iteration 47Q: 3 clusters Score -9455895 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -9455898.000000 Penalty: 3646.226318
	Iteration 48Q: 3 clusters Score -9455898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -9455888.000000 Penalty: 3646.226318
	Iteration 49Q: 3 clusters Score -9455888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -9455899.000000 Penalty: 3646.226318
	Iteration 50Q: 3 clusters Score -9455899 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -9455911.000000 Penalty: 3646.226318
	Iteration 51Q: 3 clusters Score -9455911 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -9455925.000000 Penalty: 3646.226318
	Iteration 52Q: 3 clusters Score -9455925 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -9455920.000000 Penalty: 3646.226318
	Iteration 53Q: 3 clusters Score -9455920 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -9455903.000000 Penalty: 3646.226318
	Iteration 54Q: 3 clusters Score -9455903 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -9455905.000000 Penalty: 3646.226318
	Iteration 55Q: 3 clusters Score -9455905 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -9455918.000000 Penalty: 3646.226318
	Iteration 56Q: 3 clusters Score -9455918 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -9455917.000000 Penalty: 3646.226318
	Iteration 57Q: 3 clusters Score -9455917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -9455926.000000 Penalty: 3646.226318
	Iteration 58Q: 3 clusters Score -9455926 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -9455939.000000 Penalty: 3646.226318
	Iteration 59Q: 3 clusters Score -9455939 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -9455949.000000 Penalty: 3646.226318
	Iteration 60F: 3 clusters Score -9455949 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -9455982.000000 Penalty: 3646.226318
	Iteration 61Q: 3 clusters Score -9455982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -9455976.000000 Penalty: 3646.226318
	Iteration 62Q: 3 clusters Score -9455976 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -9455993.000000 Penalty: 3646.226318
	Iteration 63Q: 3 clusters Score -9455993 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -9456004.000000 Penalty: 3646.226318
	Iteration 64Q: 3 clusters Score -9456004 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -9456019.000000 Penalty: 3646.226318
	Iteration 65Q: 3 clusters Score -9456019 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -9456035.000000 Penalty: 3646.226318
	Iteration 66Q: 3 clusters Score -9456035 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -9456085.000000 Penalty: 3646.226318
	Iteration 67Q: 3 clusters Score -9456085 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -9456078.000000 Penalty: 3646.226318
	Iteration 68Q: 3 clusters Score -9456078 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -9456099.000000 Penalty: 3646.226318
	Iteration 69Q: 3 clusters Score -9456099 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -9456125.000000 Penalty: 3646.226318
	Iteration 70Q: 3 clusters Score -9456125 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -9456136.000000 Penalty: 3646.226318
	Iteration 71Q: 3 clusters Score -9456136 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -9456170.000000 Penalty: 3646.226318
	Iteration 72Q: 3 clusters Score -9456170 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -9456184.000000 Penalty: 3646.226318
	Iteration 73Q: 3 clusters Score -9456184 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -9456203.000000 Penalty: 3646.226318
	Iteration 74Q: 3 clusters Score -9456203 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -9456201.000000 Penalty: 3646.226318
	Iteration 75Q: 3 clusters Score -9456201 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -9456235.000000 Penalty: 3646.226318
	Iteration 76Q: 3 clusters Score -9456235 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -9456263.000000 Penalty: 3646.226318
	Iteration 77Q: 3 clusters Score -9456263 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -9456283.000000 Penalty: 3646.226318
	Iteration 78Q: 3 clusters Score -9456283 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -9456288.000000 Penalty: 3646.226318
	Iteration 79Q: 3 clusters Score -9456288 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -9456292.000000 Penalty: 3646.226318
	Iteration 80F: 3 clusters Score -9456292 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -9456302.000000 Penalty: 3646.226318
	Iteration 81Q: 3 clusters Score -9456302 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -9456338.000000 Penalty: 3646.226318
	Iteration 82Q: 3 clusters Score -9456338 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -9456378.000000 Penalty: 3646.226318
	Iteration 83Q: 3 clusters Score -9456378 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -9456411.000000 Penalty: 3646.226318
	Iteration 84Q: 3 clusters Score -9456411 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -9456422.000000 Penalty: 3646.226318
	Iteration 85Q: 3 clusters Score -9456422 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -9456476.000000 Penalty: 3646.226318
	Iteration 86Q: 3 clusters Score -9456476 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -9456501.000000 Penalty: 3646.226318
	Iteration 87Q: 3 clusters Score -9456501 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9456531 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9456549 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9456598 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9456679 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9456735 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9456817 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9456832 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9456841 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9456846 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9456865 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9456876 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9456926 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9456957 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9456989 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -9457005.000000 Penalty: 3646.226318
	Iteration 107Q: 3 clusters Score -9457005 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9457043 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9457075 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9457095 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -9457121.000000 Penalty: 3646.226318
	Iteration 111Q: 3 clusters Score -9457121 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9457136 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9457184 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9457226 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9457257 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9457303 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9457339 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9457357 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9457348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -9457385.000000 Penalty: 3646.226318
	Iteration 120F: 3 clusters Score -9457385 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9457429 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9457471 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9457499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9457520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9457524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9457543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -9457555.000000 Penalty: 3646.226318
	Iteration 127Q: 3 clusters Score -9457555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 72088 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9457565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 72120 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9457574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -9457579.000000 Penalty: 3646.226318
	Iteration 130Q: 3 clusters Score -9457579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -9457589.000000 Penalty: 3646.226318
	Iteration 131Q: 3 clusters Score -9457589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -9457603.000000 Penalty: 3646.226318
	Iteration 132Q: 3 clusters Score -9457603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -9457608.000000 Penalty: 3646.226318
	Iteration 133Q: 3 clusters Score -9457608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -9457605.000000 Penalty: 3646.226318
	Iteration 134Q: 3 clusters Score -9457605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -9457604.000000 Penalty: 3646.226318
	Iteration 135Q: 3 clusters Score -9457604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9457603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -9457615.000000 Penalty: 3646.226318
	Iteration 137Q: 3 clusters Score -9457615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -9457616.000000 Penalty: 3646.226318
	Iteration 138Q: 3 clusters Score -9457616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -9457623.000000 Penalty: 3646.226318
	Iteration 139Q: 3 clusters Score -9457623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -9457620.000000 Penalty: 3646.226318
	Iteration 140F: 3 clusters Score -9457620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9457644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -9457653.000000 Penalty: 3646.226318
	Iteration 142Q: 3 clusters Score -9457653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -9457660.000000 Penalty: 3646.226318
	Iteration 143Q: 3 clusters Score -9457660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -9457681.000000 Penalty: 3646.226318
	Iteration 144Q: 3 clusters Score -9457681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -9457692.000000 Penalty: 3646.226318
	Iteration 145Q: 3 clusters Score -9457692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -9457689.000000 Penalty: 3646.226318
	Iteration 146Q: 3 clusters Score -9457689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9457694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9457693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9457696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9457696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9457685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9457695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -9457701.000000 Penalty: 3646.226318
	Iteration 153Q: 3 clusters Score -9457701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9457692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9457700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9457697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9457695 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -9457690.000000 Penalty: 3646.226318
	Iteration 158Q: 3 clusters Score -9457690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9457699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -9457703.000000 Penalty: 3646.226318
	Iteration 160F: 3 clusters Score -9457703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9457698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9457703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9457694 nChanged 4
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Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9457695 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9457696 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9457706 nChanged 8
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Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9457700 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -9457691.000000 Penalty: 3646.226318
	Iteration 168Q: 3 clusters Score -9457691 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 72700 members 
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	Iteration 169Q: 3 clusters Score -9457703 nChanged 2
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Mstep: Class 1 contains 1843 members 
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Entering Unmasked Estep 
Score: -9457707.000000 Penalty: 3646.226318
	Iteration 170Q: 3 clusters Score -9457707 nChanged 2
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Mstep: Class 1 contains 1841 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9457705 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
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	Iteration 172F: 3 clusters Score -9457705 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 103798 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14874 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 106428 members 
Mstep: Class 7 contains 13024 members 
Mstep: Class 8 contains 109838 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 109514 members 
Mstep: Class 11 contains 3232 members 
Mstep: Class 12 contains 34255 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 74545 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 20 clusters Score -7.282152e+07 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 103754 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 106408 members 
Mstep: Class 7 contains 12905 members 
Mstep: Class 8 contains 109784 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 109622 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 34277 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2808 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 74670 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 20 clusters Score -7.282184e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 103733 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14905 members 
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Mstep: Class 6 contains 106391 members 
Mstep: Class 7 contains 12785 members 
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Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 109707 members 
Mstep: Class 11 contains 3219 members 
Mstep: Class 12 contains 34287 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2794 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 74782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822376.000000 Penalty: 40969.332031
Iteration 81Q: 20 clusters Score -7.282238e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 103691 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 106386 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 109716 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 109849 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 34305 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 74877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822080.000000 Penalty: 40969.332031
Iteration 82Q: 20 clusters Score -7.282208e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 103652 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14942 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 106382 members 
Mstep: Class 7 contains 12525 members 
Mstep: Class 8 contains 109658 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 109965 members 
Mstep: Class 11 contains 3215 members 
Mstep: Class 12 contains 34317 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 74979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822056.000000 Penalty: 40969.332031
Iteration 83Q: 20 clusters Score -7.282206e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103590 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14954 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 106375 members 
Mstep: Class 7 contains 12413 members 
Mstep: Class 8 contains 109624 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 110095 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 34331 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2756 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1831 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821976.000000 Penalty: 40969.332031
Iteration 84Q: 20 clusters Score -7.282198e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103529 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 6 contains 106369 members 
Mstep: Class 7 contains 12300 members 
Mstep: Class 8 contains 109572 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 110235 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 34344 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1835 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821920.000000 Penalty: 40969.332031
Iteration 85Q: 20 clusters Score -7.282192e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103484 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 14986 members 
Mstep: Class 5 contains 2306 members 
Mstep: Class 6 contains 106361 members 
Mstep: Class 7 contains 12194 members 
Mstep: Class 8 contains 109511 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 110363 members 
Mstep: Class 11 contains 3199 members 
Mstep: Class 12 contains 34366 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1837 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75247 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 20 clusters Score -7.282202e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103437 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15004 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 106348 members 
Mstep: Class 7 contains 12101 members 
Mstep: Class 8 contains 109435 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 110502 members 
Mstep: Class 11 contains 3193 members 
Mstep: Class 12 contains 34369 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1840 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821816.000000 Penalty: 40969.332031
Iteration 87Q: 20 clusters Score -7.282182e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103381 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 106335 members 
Mstep: Class 7 contains 12011 members 
Mstep: Class 8 contains 109378 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 110635 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 34383 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2721 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821888.000000 Penalty: 40969.332031
Iteration 88Q: 20 clusters Score -7.282189e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103318 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15030 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 106319 members 
Mstep: Class 7 contains 11924 members 
Mstep: Class 8 contains 109335 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 110785 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 34391 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2705 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821904.000000 Penalty: 40969.332031
Iteration 89Q: 20 clusters Score -7.28219e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103271 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15047 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 106310 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 109284 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 110908 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 34406 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2690 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821856.000000 Penalty: 40969.332031
Iteration 90Q: 20 clusters Score -7.282186e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103207 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15061 members 
Mstep: Class 5 contains 2238 members 
Mstep: Class 6 contains 106302 members 
Mstep: Class 7 contains 11770 members 
Mstep: Class 8 contains 109219 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111034 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 34433 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821784.000000 Penalty: 40969.332031
Iteration 91Q: 20 clusters Score -7.282178e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103147 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 106293 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 109204 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111147 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 34455 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2660 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75679 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 20 clusters Score -7.282177e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103115 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15075 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 6 contains 106284 members 
Mstep: Class 7 contains 11605 members 
Mstep: Class 8 contains 109185 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111225 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 34487 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75728 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 20 clusters Score -7.282176e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103080 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15087 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 106273 members 
Mstep: Class 7 contains 11534 members 
Mstep: Class 8 contains 109177 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111283 members 
Mstep: Class 11 contains 3166 members 
Mstep: Class 12 contains 34518 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1861 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75772 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 20 clusters Score -7.282166e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103057 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15099 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 106267 members 
Mstep: Class 7 contains 11470 members 
Mstep: Class 8 contains 109163 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111332 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 34552 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2614 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821736.000000 Penalty: 40969.332031
Iteration 95Q: 20 clusters Score -7.282174e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103048 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 106256 members 
Mstep: Class 7 contains 11397 members 
Mstep: Class 8 contains 109157 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111385 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 12 contains 34575 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2599 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75849 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 20 clusters Score -7.282162e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103065 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15118 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 106243 members 
Mstep: Class 7 contains 11331 members 
Mstep: Class 8 contains 109121 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111420 members 
Mstep: Class 11 contains 3154 members 
Mstep: Class 12 contains 34600 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75896 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 20 clusters Score -7.28216e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103065 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15121 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 106229 members 
Mstep: Class 7 contains 11259 members 
Mstep: Class 8 contains 109110 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111463 members 
Mstep: Class 11 contains 3148 members 
Mstep: Class 12 contains 34624 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75935 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 20 clusters Score -7.282169e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103085 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15126 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 106216 members 
Mstep: Class 7 contains 11189 members 
Mstep: Class 8 contains 109087 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111495 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 34651 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 75978 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -7.282166e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103087 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 2144 members 
Mstep: Class 6 contains 106206 members 
Mstep: Class 7 contains 11120 members 
Mstep: Class 8 contains 109077 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111531 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 34674 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 76014 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 20 clusters Score -7.282162e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 103094 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15131 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 6 contains 106201 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 109038 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111568 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 34698 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 76047 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -7.282166e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 103104 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 2139 members 
Mstep: Class 6 contains 106195 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 109005 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 111605 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 34721 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2577 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 76078 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -7.282175e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103105 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 6 contains 106193 members 
Mstep: Class 7 contains 10956 members 
Mstep: Class 8 contains 108957 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 111659 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 34744 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2574 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 76103 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -7.282189e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 103102 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15126 members 
Mstep: Class 5 contains 2139 members 
Mstep: Class 6 contains 106188 members 
Mstep: Class 7 contains 10898 members 
Mstep: Class 8 contains 108918 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 111727 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 34764 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 76126 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -7.282194e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103095 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 2133 members 
Mstep: Class 6 contains 106185 members 
Mstep: Class 7 contains 10851 members 
Mstep: Class 8 contains 108876 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 111800 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 34777 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2568 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1891 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 76154 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -7.282187e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103094 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15136 members 
Mstep: Class 5 contains 2132 members 
Mstep: Class 6 contains 106183 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 108820 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 111864 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 34789 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1891 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 76187 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -7.282197e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103074 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15140 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 106184 members 
Mstep: Class 7 contains 10778 members 
Mstep: Class 8 contains 108767 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 111932 members 
Mstep: Class 11 contains 3127 members 
Mstep: Class 12 contains 34801 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1892 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 76218 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -7.28219e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103057 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15141 members 
Mstep: Class 5 contains 2126 members 
Mstep: Class 6 contains 106186 members 
Mstep: Class 7 contains 10745 members 
Mstep: Class 8 contains 108720 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 111995 members 
Mstep: Class 11 contains 3127 members 
Mstep: Class 12 contains 34810 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2539 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1893 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76248 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -7.28219e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103038 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15146 members 
Mstep: Class 5 contains 2123 members 
Mstep: Class 6 contains 106187 members 
Mstep: Class 7 contains 10698 members 
Mstep: Class 8 contains 108669 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112069 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 34831 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76266 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -7.282177e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103027 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15150 members 
Mstep: Class 5 contains 2118 members 
Mstep: Class 6 contains 106189 members 
Mstep: Class 7 contains 10648 members 
Mstep: Class 8 contains 108631 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112137 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 34849 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1896 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821784.000000 Penalty: 40969.332031
Iteration 110Q: 20 clusters Score -7.282178e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103012 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 106189 members 
Mstep: Class 7 contains 10597 members 
Mstep: Class 8 contains 108584 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112189 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 34870 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2529 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821712.000000 Penalty: 40969.332031
Iteration 111Q: 20 clusters Score -7.282171e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103014 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 2107 members 
Mstep: Class 6 contains 106184 members 
Mstep: Class 7 contains 10526 members 
Mstep: Class 8 contains 108555 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112244 members 
Mstep: Class 11 contains 3126 members 
Mstep: Class 12 contains 34883 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2529 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1902 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821696.000000 Penalty: 40969.332031
Iteration 112Q: 20 clusters Score -7.28217e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103030 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15163 members 
Mstep: Class 5 contains 2105 members 
Mstep: Class 6 contains 106184 members 
Mstep: Class 7 contains 10452 members 
Mstep: Class 8 contains 108515 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112298 members 
Mstep: Class 11 contains 3124 members 
Mstep: Class 12 contains 34899 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821616.000000 Penalty: 40969.332031
Iteration 113Q: 20 clusters Score -7.282162e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103074 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15163 members 
Mstep: Class 5 contains 2102 members 
Mstep: Class 6 contains 106184 members 
Mstep: Class 7 contains 10375 members 
Mstep: Class 8 contains 108498 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112320 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 34919 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821504.000000 Penalty: 40969.332031
Iteration 114Q: 20 clusters Score -7.28215e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103095 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15165 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 106181 members 
Mstep: Class 7 contains 10324 members 
Mstep: Class 8 contains 108474 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112341 members 
Mstep: Class 11 contains 3118 members 
Mstep: Class 12 contains 34941 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821456.000000 Penalty: 40969.332031
Iteration 115Q: 20 clusters Score -7.282146e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103109 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15168 members 
Mstep: Class 5 contains 2107 members 
Mstep: Class 6 contains 106180 members 
Mstep: Class 7 contains 10255 members 
Mstep: Class 8 contains 108466 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112362 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 34969 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2526 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821352.000000 Penalty: 40969.332031
Iteration 116Q: 20 clusters Score -7.282135e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103147 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15174 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 106182 members 
Mstep: Class 7 contains 10201 members 
Mstep: Class 8 contains 108449 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112372 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 34992 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2517 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821376.000000 Penalty: 40969.332031
Iteration 117Q: 20 clusters Score -7.282138e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103171 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 2107 members 
Mstep: Class 6 contains 106186 members 
Mstep: Class 7 contains 10141 members 
Mstep: Class 8 contains 108430 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112374 members 
Mstep: Class 11 contains 3111 members 
Mstep: Class 12 contains 35027 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2510 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821352.000000 Penalty: 40969.332031
Iteration 118Q: 20 clusters Score -7.282135e+07 nChanged 339
Entering ConstructFrom: 
Score: -72821352.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -11133.006836 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -11133.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10342.628906 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -10342.63 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10668.370117 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -10668.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10880.608398 Penalty: 1869.586060
	Iteration 2F: 3 clusters Score -10880.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10937.433594 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -10937.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10973.511719 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -10973.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11036.788086 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -11036.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11052.250000 Penalty: 1869.586060
	Iteration 6Q: 3 clusters Score -11052.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11071.066406 Penalty: 1869.586060
	Iteration 7Q: 3 clusters Score -11071.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11082.511719 Penalty: 1869.586060
	Iteration 8Q: 3 clusters Score -11082.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11088.761719 Penalty: 1869.586060
	Iteration 9Q: 3 clusters Score -11088.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11088.761719 Penalty: 1869.586060
	Iteration 10F: 3 clusters Score -11088.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Entering Unmasked Estep 
Score: -13170802.000000 Penalty: 1875.990967
	Iteration 0F: 2 clusters Score -1.31708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -13103963.000000 Penalty: 3751.981934
	Iteration 0F: 3 clusters Score -1.310396e+07 nChanged 49557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -13132778.000000 Penalty: 3751.981934
	Iteration 1F: 3 clusters Score -1.313278e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -13133790.000000 Penalty: 3751.981934
	Iteration 2Q: 3 clusters Score -1.313379e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -13135234.000000 Penalty: 3751.981934
	Iteration 3Q: 3 clusters Score -1.313523e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -13137544.000000 Penalty: 3751.981934
	Iteration 4Q: 3 clusters Score -1.313754e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -13141285.000000 Penalty: 3751.981934
	Iteration 5F: 3 clusters Score -1.314128e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -13146805.000000 Penalty: 3751.981934
	Iteration 6F: 3 clusters Score -1.31468e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -13153701.000000 Penalty: 3751.981934
	Iteration 7F: 3 clusters Score -1.31537e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -13159629.000000 Penalty: 3751.981934
	Iteration 8F: 3 clusters Score -1.315963e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -13164287.000000 Penalty: 3751.981934
	Iteration 9Q: 3 clusters Score -1.316429e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 97831 members 
Entering Unmasked Estep 
Score: -13166853.000000 Penalty: 3751.981934
	Iteration 10Q: 3 clusters Score -1.316685e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -13168204.000000 Penalty: 3751.981934
	Iteration 11Q: 3 clusters Score -1.31682e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -13168837.000000 Penalty: 3751.981934
	Iteration 12Q: 3 clusters Score -1.316884e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 101054 members 
Entering Unmasked Estep 
Score: -13169214.000000 Penalty: 3751.981934
	Iteration 13Q: 3 clusters Score -1.316921e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -13169381.000000 Penalty: 3751.981934
	Iteration 14Q: 3 clusters Score -1.316938e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 101653 members 
Entering Unmasked Estep 
Score: -13169464.000000 Penalty: 3751.981934
	Iteration 15Q: 3 clusters Score -1.316946e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -13169482.000000 Penalty: 3751.981934
	Iteration 16Q: 3 clusters Score -1.316948e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -13169535.000000 Penalty: 3751.981934
	Iteration 17Q: 3 clusters Score -1.316954e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 102016 members 
Entering Unmasked Estep 
Score: -13169550.000000 Penalty: 3751.981934
	Iteration 18Q: 3 clusters Score -1.316955e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 102074 members 
Entering Unmasked Estep 
Score: -13169586.000000 Penalty: 3751.981934
	Iteration 19Q: 3 clusters Score -1.316959e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 102121 members 
Entering Unmasked Estep 
Score: -13169586.000000 Penalty: 3751.981934
	Iteration 20F: 3 clusters Score -1.316959e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 102166 members 
Entering Unmasked Estep 
Score: -13169600.000000 Penalty: 3751.981934
	Iteration 21Q: 3 clusters Score -1.31696e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 102201 members 
Entering Unmasked Estep 
Score: -13169617.000000 Penalty: 3751.981934
	Iteration 22Q: 3 clusters Score -1.316962e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -13169639.000000 Penalty: 3751.981934
	Iteration 23Q: 3 clusters Score -1.316964e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -13169633.000000 Penalty: 3751.981934
	Iteration 24Q: 3 clusters Score -1.316963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -13169644.000000 Penalty: 3751.981934
	Iteration 25Q: 3 clusters Score -1.316964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -13169646.000000 Penalty: 3751.981934
	Iteration 26Q: 3 clusters Score -1.316965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -13169643.000000 Penalty: 3751.981934
	Iteration 27Q: 3 clusters Score -1.316964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -13169631.000000 Penalty: 3751.981934
	Iteration 28Q: 3 clusters Score -1.316963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -13169636.000000 Penalty: 3751.981934
	Iteration 29Q: 3 clusters Score -1.316964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 102295 members 
Entering Unmasked Estep 
Score: -13169637.000000 Penalty: 3751.981934
	Iteration 30Q: 3 clusters Score -1.316964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -13169635.000000 Penalty: 3751.981934
	Iteration 31Q: 3 clusters Score -1.316964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -13169635.000000 Penalty: 3751.981934
	Iteration 32F: 3 clusters Score -1.316964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -38810.777344 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -38810.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37989.222656 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -37989.22 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38251.570312 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -38251.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38374.550781 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -38374.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38428.605469 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -38428.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38443.890625 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -38443.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38461.089844 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -38461.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38473.292969 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -38473.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38473.292969 Penalty: 1901.030518
	Iteration 7F: 3 clusters Score -38473.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Entering Unmasked Estep 
Score: -1906142.875000 Penalty: 1564.656494
	Iteration 0F: 2 clusters Score -1906143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1895661.500000 Penalty: 3129.312988
	Iteration 0F: 3 clusters Score -1895662 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1899164.250000 Penalty: 3129.312988
	Iteration 1F: 3 clusters Score -1899164 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1899367.625000 Penalty: 3129.312988
	Iteration 2Q: 3 clusters Score -1899368 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1899516.125000 Penalty: 3129.312988
	Iteration 3Q: 3 clusters Score -1899516 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1899664.625000 Penalty: 3129.312988
	Iteration 4Q: 3 clusters Score -1899665 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1899810.250000 Penalty: 3129.312988
	Iteration 5Q: 3 clusters Score -1899810 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1899936.625000 Penalty: 3129.312988
	Iteration 6Q: 3 clusters Score -1899937 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1900080.250000 Penalty: 3129.312988
	Iteration 7Q: 3 clusters Score -1900080 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1900249.875000 Penalty: 3129.312988
	Iteration 8Q: 3 clusters Score -1900250 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1900444.875000 Penalty: 3129.312988
	Iteration 9Q: 3 clusters Score -1900445 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1900704.375000 Penalty: 3129.312988
	Iteration 10Q: 3 clusters Score -1900704 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1901050.500000 Penalty: 3129.312988
	Iteration 11Q: 3 clusters Score -1901050 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1901528.875000 Penalty: 3129.312988
	Iteration 12Q: 3 clusters Score -1901529 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1902132.750000 Penalty: 3129.312988
	Iteration 13F: 3 clusters Score -1902133 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1902727.000000 Penalty: 3129.312988
	Iteration 14Q: 3 clusters Score -1902727 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1903169.375000 Penalty: 3129.312988
	Iteration 15Q: 3 clusters Score -1903169 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1903525.500000 Penalty: 3129.312988
	Iteration 16Q: 3 clusters Score -1903526 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1903832.375000 Penalty: 3129.312988
	Iteration 17Q: 3 clusters Score -1903832 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1904030.000000 Penalty: 3129.312988
	Iteration 18Q: 3 clusters Score -1904030 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1904175.750000 Penalty: 3129.312988
	Iteration 19Q: 3 clusters Score -1904176 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1904279.125000 Penalty: 3129.312988
	Iteration 20F: 3 clusters Score -1904279 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1904384.125000 Penalty: 3129.312988
	Iteration 21Q: 3 clusters Score -1904384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1904467.625000 Penalty: 3129.312988
	Iteration 22Q: 3 clusters Score -1904468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1904544.000000 Penalty: 3129.312988
	Iteration 23Q: 3 clusters Score -1904544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1904581.625000 Penalty: 3129.312988
	Iteration 24Q: 3 clusters Score -1904582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1904616.125000 Penalty: 3129.312988
	Iteration 25Q: 3 clusters Score -1904616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1904641.500000 Penalty: 3129.312988
	Iteration 26Q: 3 clusters Score -1904642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1904658.000000 Penalty: 3129.312988
	Iteration 27Q: 3 clusters Score -1904658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1904679.625000 Penalty: 3129.312988
	Iteration 28Q: 3 clusters Score -1904680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1904698.875000 Penalty: 3129.312988
	Iteration 29Q: 3 clusters Score -1904699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1904719.000000 Penalty: 3129.312988
	Iteration 30Q: 3 clusters Score -1904719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1904729.500000 Penalty: 3129.312988
	Iteration 31Q: 3 clusters Score -1904730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1904736.625000 Penalty: 3129.312988
	Iteration 32Q: 3 clusters Score -1904737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1904741.625000 Penalty: 3129.312988
	Iteration 33Q: 3 clusters Score -1904742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1904746.125000 Penalty: 3129.312988
	Iteration 34Q: 3 clusters Score -1904746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1904754.250000 Penalty: 3129.312988
	Iteration 35Q: 3 clusters Score -1904754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1904762.125000 Penalty: 3129.312988
	Iteration 36Q: 3 clusters Score -1904762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1904770.250000 Penalty: 3129.312988
	Iteration 37Q: 3 clusters Score -1904770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1904770.750000 Penalty: 3129.312988
	Iteration 38Q: 3 clusters Score -1904771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1904772.500000 Penalty: 3129.312988
	Iteration 39Q: 3 clusters Score -1904772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1904772.375000 Penalty: 3129.312988
	Iteration 40F: 3 clusters Score -1904772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -278939.093750 Penalty: 1243.461426
	Iteration 0F: 2 clusters Score -278939.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -276785.250000 Penalty: 2486.922852
	Iteration 0F: 3 clusters Score -276785.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -277251.968750 Penalty: 2486.922852
	Iteration 1F: 3 clusters Score -277252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -277358.312500 Penalty: 2486.922852
	Iteration 2F: 3 clusters Score -277358.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -277418.937500 Penalty: 2486.922852
	Iteration 3Q: 3 clusters Score -277418.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -277460.093750 Penalty: 2486.922852
	Iteration 4Q: 3 clusters Score -277460.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277488.812500 Penalty: 2486.922852
	Iteration 5Q: 3 clusters Score -277488.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -277505.125000 Penalty: 2486.922852
	Iteration 6Q: 3 clusters Score -277505.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -277517.593750 Penalty: 2486.922852
	Iteration 7Q: 3 clusters Score -277517.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -277526.375000 Penalty: 2486.922852
	Iteration 8Q: 3 clusters Score -277526.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -277532.031250 Penalty: 2486.922852
	Iteration 9Q: 3 clusters Score -277532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -277534.875000 Penalty: 2486.922852
	Iteration 10Q: 3 clusters Score -277534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -277538.156250 Penalty: 2486.922852
	Iteration 11Q: 3 clusters Score -277538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -277541.250000 Penalty: 2486.922852
	Iteration 12Q: 3 clusters Score -277541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -277543.312500 Penalty: 2486.922852
	Iteration 13Q: 3 clusters Score -277543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -277545.000000 Penalty: 2486.922852
	Iteration 14Q: 3 clusters Score -277545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -277548.750000 Penalty: 2486.922852
	Iteration 15Q: 3 clusters Score -277548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -277552.156250 Penalty: 2486.922852
	Iteration 16Q: 3 clusters Score -277552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -277555.375000 Penalty: 2486.922852
	Iteration 17Q: 3 clusters Score -277555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -277558.375000 Penalty: 2486.922852
	Iteration 18Q: 3 clusters Score -277558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -277559.437500 Penalty: 2486.922852
	Iteration 19Q: 3 clusters Score -277559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -277561.062500 Penalty: 2486.922852
	Iteration 20F: 3 clusters Score -277561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277561.375000 Penalty: 2486.922852
	Iteration 21Q: 3 clusters Score -277561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277562.593750 Penalty: 2486.922852
	Iteration 22Q: 3 clusters Score -277562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -277563.031250 Penalty: 2486.922852
	Iteration 23Q: 3 clusters Score -277563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -277564.031250 Penalty: 2486.922852
	Iteration 24Q: 3 clusters Score -277564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277565.718750 Penalty: 2486.922852
	Iteration 25Q: 3 clusters Score -277565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277566.531250 Penalty: 2486.922852
	Iteration 26Q: 3 clusters Score -277566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -277566.718750 Penalty: 2486.922852
	Iteration 27Q: 3 clusters Score -277566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -277567.656250 Penalty: 2486.922852
	Iteration 28Q: 3 clusters Score -277567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -277569.812500 Penalty: 2486.922852
	Iteration 29Q: 3 clusters Score -277569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -277571.687500 Penalty: 2486.922852
	Iteration 30Q: 3 clusters Score -277571.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -277572.125000 Penalty: 2486.922852
	Iteration 31Q: 3 clusters Score -277572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -277572.843750 Penalty: 2486.922852
	Iteration 32Q: 3 clusters Score -277572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -277573.750000 Penalty: 2486.922852
	Iteration 33Q: 3 clusters Score -277573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -277575.375000 Penalty: 2486.922852
	Iteration 34Q: 3 clusters Score -277575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -277575.062500 Penalty: 2486.922852
	Iteration 35Q: 3 clusters Score -277575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -277575.062500 Penalty: 2486.922852
	Iteration 36F: 3 clusters Score -277575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Entering Unmasked Estep 
Score: -13760102.000000 Penalty: 1880.608643
	Iteration 0F: 2 clusters Score -1.37601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -13696099.000000 Penalty: 3761.217285
	Iteration 0F: 3 clusters Score -1.36961e+07 nChanged 50847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -13725389.000000 Penalty: 3761.217285
	Iteration 1F: 3 clusters Score -1.372539e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -13726117.000000 Penalty: 3761.217285
	Iteration 2Q: 3 clusters Score -1.372612e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -13727239.000000 Penalty: 3761.217285
	Iteration 3Q: 3 clusters Score -1.372724e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -13728864.000000 Penalty: 3761.217285
	Iteration 4Q: 3 clusters Score -1.372886e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -13731680.000000 Penalty: 3761.217285
	Iteration 5Q: 3 clusters Score -1.373168e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -13735637.000000 Penalty: 3761.217285
	Iteration 6F: 3 clusters Score -1.373564e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -13740661.000000 Penalty: 3761.217285
	Iteration 7F: 3 clusters Score -1.374066e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -13745471.000000 Penalty: 3761.217285
	Iteration 8F: 3 clusters Score -1.374547e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -13749613.000000 Penalty: 3761.217285
	Iteration 9F: 3 clusters Score -1.374961e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -13752438.000000 Penalty: 3761.217285
	Iteration 10Q: 3 clusters Score -1.375244e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -13754304.000000 Penalty: 3761.217285
	Iteration 11Q: 3 clusters Score -1.37543e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -13755463.000000 Penalty: 3761.217285
	Iteration 12Q: 3 clusters Score -1.375546e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 101544 members 
Entering Unmasked Estep 
Score: -13756618.000000 Penalty: 3761.217285
	Iteration 13Q: 3 clusters Score -1.375662e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 102846 members 
Entering Unmasked Estep 
Score: -13757287.000000 Penalty: 3761.217285
	Iteration 14Q: 3 clusters Score -1.375729e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -13757762.000000 Penalty: 3761.217285
	Iteration 15Q: 3 clusters Score -1.375776e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 104243 members 
Entering Unmasked Estep 
Score: -13758043.000000 Penalty: 3761.217285
	Iteration 16Q: 3 clusters Score -1.375804e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 104615 members 
Entering Unmasked Estep 
Score: -13758227.000000 Penalty: 3761.217285
	Iteration 17Q: 3 clusters Score -1.375823e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 104847 members 
Entering Unmasked Estep 
Score: -13758340.000000 Penalty: 3761.217285
	Iteration 18Q: 3 clusters Score -1.375834e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -13758432.000000 Penalty: 3761.217285
	Iteration 19Q: 3 clusters Score -1.375843e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 105119 members 
Entering Unmasked Estep 
Score: -13758488.000000 Penalty: 3761.217285
	Iteration 20F: 3 clusters Score -1.375849e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -13758518.000000 Penalty: 3761.217285
	Iteration 21Q: 3 clusters Score -1.375852e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 105245 members 
Entering Unmasked Estep 
Score: -13758545.000000 Penalty: 3761.217285
	Iteration 22Q: 3 clusters Score -1.375854e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -13758552.000000 Penalty: 3761.217285
	Iteration 23Q: 3 clusters Score -1.375855e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -13758561.000000 Penalty: 3761.217285
	Iteration 24Q: 3 clusters Score -1.375856e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -13758559.000000 Penalty: 3761.217285
	Iteration 25Q: 3 clusters Score -1.375856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 105383 members 
Entering Unmasked Estep 
Score: -13758564.000000 Penalty: 3761.217285
	Iteration 26Q: 3 clusters Score -1.375856e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -13758611.000000 Penalty: 3761.217285
	Iteration 27Q: 3 clusters Score -1.375861e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 105429 members 
Entering Unmasked Estep 
Score: -13758617.000000 Penalty: 3761.217285
	Iteration 28Q: 3 clusters Score -1.375862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -13758634.000000 Penalty: 3761.217285
	Iteration 29Q: 3 clusters Score -1.375863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -13758638.000000 Penalty: 3761.217285
	Iteration 30Q: 3 clusters Score -1.375864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 105454 members 
Entering Unmasked Estep 
Score: -13758639.000000 Penalty: 3761.217285
	Iteration 31Q: 3 clusters Score -1.375864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -13758650.000000 Penalty: 3761.217285
	Iteration 32Q: 3 clusters Score -1.375865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -13758659.000000 Penalty: 3761.217285
	Iteration 33Q: 3 clusters Score -1.375866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 105471 members 
Entering Unmasked Estep 
Score: -13758654.000000 Penalty: 3761.217285
	Iteration 34Q: 3 clusters Score -1.375865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -13758664.000000 Penalty: 3761.217285
	Iteration 35Q: 3 clusters Score -1.375866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -13758666.000000 Penalty: 3761.217285
	Iteration 36Q: 3 clusters Score -1.375867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -13758663.000000 Penalty: 3761.217285
	Iteration 37Q: 3 clusters Score -1.375866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 105497 members 
Entering Unmasked Estep 
Score: -13758668.000000 Penalty: 3761.217285
	Iteration 38Q: 3 clusters Score -1.375867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -13758675.000000 Penalty: 3761.217285
	Iteration 39Q: 3 clusters Score -1.375868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -13758656.000000 Penalty: 3761.217285
	Iteration 40F: 3 clusters Score -1.375866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 105514 members 
Entering Unmasked Estep 
Score: -13758663.000000 Penalty: 3761.217285
	Iteration 41Q: 3 clusters Score -1.375866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -13758665.000000 Penalty: 3761.217285
	Iteration 42Q: 3 clusters Score -1.375866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 105518 members 
Entering Unmasked Estep 
Score: -13758667.000000 Penalty: 3761.217285
	Iteration 43Q: 3 clusters Score -1.375867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 105522 members 
Entering Unmasked Estep 
Score: -13758667.000000 Penalty: 3761.217285
	Iteration 44Q: 3 clusters Score -1.375867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -13758665.000000 Penalty: 3761.217285
	Iteration 45Q: 3 clusters Score -1.375866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -13758665.000000 Penalty: 3761.217285
	Iteration 46F: 3 clusters Score -1.375866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Entering Unmasked Estep 
Score: -1295291.375000 Penalty: 1497.813843
	Iteration 0F: 2 clusters Score -1295291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1288118.625000 Penalty: 2995.627686
	Iteration 0F: 3 clusters Score -1288119 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1290477.000000 Penalty: 2995.627686
	Iteration 1F: 3 clusters Score -1290477 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1290802.500000 Penalty: 2995.627686
	Iteration 2F: 3 clusters Score -1290802 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1291174.625000 Penalty: 2995.627686
	Iteration 3F: 3 clusters Score -1291175 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1291625.250000 Penalty: 2995.627686
	Iteration 4F: 3 clusters Score -1291625 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1292168.000000 Penalty: 2995.627686
	Iteration 5F: 3 clusters Score -1292168 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1292711.750000 Penalty: 2995.627686
	Iteration 6F: 3 clusters Score -1292712 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1293189.250000 Penalty: 2995.627686
	Iteration 7Q: 3 clusters Score -1293189 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1293537.125000 Penalty: 2995.627686
	Iteration 8Q: 3 clusters Score -1293537 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1293718.750000 Penalty: 2995.627686
	Iteration 9Q: 3 clusters Score -1293719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1293814.750000 Penalty: 2995.627686
	Iteration 10Q: 3 clusters Score -1293815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1293864.125000 Penalty: 2995.627686
	Iteration 11Q: 3 clusters Score -1293864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1293907.125000 Penalty: 2995.627686
	Iteration 12Q: 3 clusters Score -1293907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1293923.500000 Penalty: 2995.627686
	Iteration 13Q: 3 clusters Score -1293924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1293934.750000 Penalty: 2995.627686
	Iteration 14Q: 3 clusters Score -1293935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1293947.500000 Penalty: 2995.627686
	Iteration 15Q: 3 clusters Score -1293948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1293957.750000 Penalty: 2995.627686
	Iteration 16Q: 3 clusters Score -1293958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1293965.625000 Penalty: 2995.627686
	Iteration 17Q: 3 clusters Score -1293966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1293969.125000 Penalty: 2995.627686
	Iteration 18Q: 3 clusters Score -1293969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1293970.250000 Penalty: 2995.627686
	Iteration 19Q: 3 clusters Score -1293970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1293970.250000 Penalty: 2995.627686
	Iteration 20F: 3 clusters Score -1293970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Entering Unmasked Estep 
Score: -13822408.000000 Penalty: 1883.993164
	Iteration 0F: 2 clusters Score -1.382241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -13751705.000000 Penalty: 3767.986328
	Iteration 0F: 3 clusters Score -1.37517e+07 nChanged 51902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -13781885.000000 Penalty: 3767.986328
	Iteration 1F: 3 clusters Score -1.378188e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -13782623.000000 Penalty: 3767.986328
	Iteration 2Q: 3 clusters Score -1.378262e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -13783415.000000 Penalty: 3767.986328
	Iteration 3Q: 3 clusters Score -1.378342e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -13784534.000000 Penalty: 3767.986328
	Iteration 4Q: 3 clusters Score -1.378453e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -13785783.000000 Penalty: 3767.986328
	Iteration 5Q: 3 clusters Score -1.378578e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -13787751.000000 Penalty: 3767.986328
	Iteration 6Q: 3 clusters Score -1.378775e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -13790663.000000 Penalty: 3767.986328
	Iteration 7Q: 3 clusters Score -1.379066e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -13794231.000000 Penalty: 3767.986328
	Iteration 8F: 3 clusters Score -1.379423e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -13798808.000000 Penalty: 3767.986328
	Iteration 9F: 3 clusters Score -1.379881e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -13802560.000000 Penalty: 3767.986328
	Iteration 10F: 3 clusters Score -1.380256e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -13804400.000000 Penalty: 3767.986328
	Iteration 11Q: 3 clusters Score -1.38044e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -13805087.000000 Penalty: 3767.986328
	Iteration 12Q: 3 clusters Score -1.380509e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -13805382.000000 Penalty: 3767.986328
	Iteration 13Q: 3 clusters Score -1.380538e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -13805532.000000 Penalty: 3767.986328
	Iteration 14Q: 3 clusters Score -1.380553e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -13805785.000000 Penalty: 3767.986328
	Iteration 15Q: 3 clusters Score -1.380578e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -13805999.000000 Penalty: 3767.986328
	Iteration 16Q: 3 clusters Score -1.3806e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -13806317.000000 Penalty: 3767.986328
	Iteration 17Q: 3 clusters Score -1.380632e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -13806563.000000 Penalty: 3767.986328
	Iteration 18Q: 3 clusters Score -1.380656e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -13806974.000000 Penalty: 3767.986328
	Iteration 19Q: 3 clusters Score -1.380697e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -13807378.000000 Penalty: 3767.986328
	Iteration 20F: 3 clusters Score -1.380738e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -13807809.000000 Penalty: 3767.986328
	Iteration 21Q: 3 clusters Score -1.380781e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -13808400.000000 Penalty: 3767.986328
	Iteration 22Q: 3 clusters Score -1.38084e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -13809115.000000 Penalty: 3767.986328
	Iteration 23Q: 3 clusters Score -1.380912e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -13809854.000000 Penalty: 3767.986328
	Iteration 24Q: 3 clusters Score -1.380985e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -13810612.000000 Penalty: 3767.986328
	Iteration 25Q: 3 clusters Score -1.381061e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -13811512.000000 Penalty: 3767.986328
	Iteration 26Q: 3 clusters Score -1.381151e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -13812491.000000 Penalty: 3767.986328
	Iteration 27Q: 3 clusters Score -1.381249e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -13813645.000000 Penalty: 3767.986328
	Iteration 28Q: 3 clusters Score -1.381364e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93266 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -13814830.000000 Penalty: 3767.986328
	Iteration 29Q: 3 clusters Score -1.381483e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -13815857.000000 Penalty: 3767.986328
	Iteration 30Q: 3 clusters Score -1.381586e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -13816924.000000 Penalty: 3767.986328
	Iteration 31Q: 3 clusters Score -1.381692e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -13817808.000000 Penalty: 3767.986328
	Iteration 32Q: 3 clusters Score -1.381781e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -13818527.000000 Penalty: 3767.986328
	Iteration 33Q: 3 clusters Score -1.381853e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -13819124.000000 Penalty: 3767.986328
	Iteration 34Q: 3 clusters Score -1.381912e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -13819600.000000 Penalty: 3767.986328
	Iteration 35Q: 3 clusters Score -1.38196e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -13819855.000000 Penalty: 3767.986328
	Iteration 36Q: 3 clusters Score -1.381986e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -13820123.000000 Penalty: 3767.986328
	Iteration 37Q: 3 clusters Score -1.382012e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -13820354.000000 Penalty: 3767.986328
	Iteration 38Q: 3 clusters Score -1.382035e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106549 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -13820486.000000 Penalty: 3767.986328
	Iteration 39Q: 3 clusters Score -1.382049e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13820680.000000 Penalty: 3767.986328
	Iteration 40F: 3 clusters Score -1.382068e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13820813.000000 Penalty: 3767.986328
	Iteration 41Q: 3 clusters Score -1.382081e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13820835.000000 Penalty: 3767.986328
	Iteration 42Q: 3 clusters Score -1.382084e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13820841.000000 Penalty: 3767.986328
	Iteration 43Q: 3 clusters Score -1.382084e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -13820876.000000 Penalty: 3767.986328
	Iteration 44Q: 3 clusters Score -1.382088e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -13820878.000000 Penalty: 3767.986328
	Iteration 45Q: 3 clusters Score -1.382088e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107892 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13820853.000000 Penalty: 3767.986328
	Iteration 46Q: 3 clusters Score -1.382085e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13820884.000000 Penalty: 3767.986328
	Iteration 47Q: 3 clusters Score -1.382088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -13820896.000000 Penalty: 3767.986328
	Iteration 48Q: 3 clusters Score -1.38209e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108004 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -13820907.000000 Penalty: 3767.986328
	Iteration 49Q: 3 clusters Score -1.382091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13820915.000000 Penalty: 3767.986328
	Iteration 50Q: 3 clusters Score -1.382092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13820914.000000 Penalty: 3767.986328
	Iteration 51Q: 3 clusters Score -1.382091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -13820926.000000 Penalty: 3767.986328
	Iteration 52Q: 3 clusters Score -1.382093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13820919.000000 Penalty: 3767.986328
	Iteration 53Q: 3 clusters Score -1.382092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -13820922.000000 Penalty: 3767.986328
	Iteration 54Q: 3 clusters Score -1.382092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13820920.000000 Penalty: 3767.986328
	Iteration 55Q: 3 clusters Score -1.382092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108054 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13820926.000000 Penalty: 3767.986328
	Iteration 56Q: 3 clusters Score -1.382093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108055 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13820927.000000 Penalty: 3767.986328
	Iteration 57Q: 3 clusters Score -1.382093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108055 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13820927.000000 Penalty: 3767.986328
	Iteration 58F: 3 clusters Score -1.382093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -29823.908203 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -29823.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28904.253906 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -28904.25 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29202.929688 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -29202.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29386.712891 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -29386.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29508.644531 Penalty: 1959.190430
	Iteration 3F: 3 clusters Score -29508.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29638.253906 Penalty: 1959.190430
	Iteration 4F: 3 clusters Score -29638.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29731.082031 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -29731.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29806.441406 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -29806.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29886.074219 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -29886.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29967.380859 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -29967.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30052.013672 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -30052.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30192.095703 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -30192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30251.994141 Penalty: 1959.190430
	Iteration 11Q: 3 clusters Score -30251.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30271.664062 Penalty: 1959.190430
	Iteration 12Q: 3 clusters Score -30271.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30281.271484 Penalty: 1959.190430
	Iteration 13Q: 3 clusters Score -30281.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30283.429688 Penalty: 1959.190430
	Iteration 14Q: 3 clusters Score -30283.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30296.066406 Penalty: 1959.190430
	Iteration 15F: 3 clusters Score -30296.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30347.669922 Penalty: 1959.190430
	Iteration 16Q: 3 clusters Score -30347.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30372.384766 Penalty: 1959.190430
	Iteration 17Q: 3 clusters Score -30372.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30372.384766 Penalty: 1959.190430
	Iteration 18F: 3 clusters Score -30372.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103214 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15194 members 
Mstep: Class 5 contains 2105 members 
Mstep: Class 6 contains 106189 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 108424 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 112379 members 
Mstep: Class 11 contains 3104 members 
Mstep: Class 12 contains 35050 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76444 members 
Entering Unmasked Estep 
Score: -72820632.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72821352.000000 to -72820632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (112379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112379 members 
Entering Unmasked Estep 
Score: -14371362.000000 Penalty: 1889.815186
	Iteration 0F: 2 clusters Score -1.437136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -14301751.000000 Penalty: 3779.630371
	Iteration 0F: 3 clusters Score -1.430175e+07 nChanged 53933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -14332815.000000 Penalty: 3779.630371
	Iteration 1F: 3 clusters Score -1.433282e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -14333897.000000 Penalty: 3779.630371
	Iteration 2Q: 3 clusters Score -1.43339e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -14335576.000000 Penalty: 3779.630371
	Iteration 3Q: 3 clusters Score -1.433558e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -14338588.000000 Penalty: 3779.630371
	Iteration 4F: 3 clusters Score -1.433859e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -14343611.000000 Penalty: 3779.630371
	Iteration 5F: 3 clusters Score -1.434361e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -14350154.000000 Penalty: 3779.630371
	Iteration 6F: 3 clusters Score -1.435015e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -14356648.000000 Penalty: 3779.630371
	Iteration 7F: 3 clusters Score -1.435665e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96225 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -14361756.000000 Penalty: 3779.630371
	Iteration 8F: 3 clusters Score -1.436176e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -14364790.000000 Penalty: 3779.630371
	Iteration 9Q: 3 clusters Score -1.436479e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -14366312.000000 Penalty: 3779.630371
	Iteration 10Q: 3 clusters Score -1.436631e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103592 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -14367178.000000 Penalty: 3779.630371
	Iteration 11Q: 3 clusters Score -1.436718e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -14367996.000000 Penalty: 3779.630371
	Iteration 12Q: 3 clusters Score -1.4368e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -14368579.000000 Penalty: 3779.630371
	Iteration 13Q: 3 clusters Score -1.436858e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -14368958.000000 Penalty: 3779.630371
	Iteration 14Q: 3 clusters Score -1.436896e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -14369221.000000 Penalty: 3779.630371
	Iteration 15Q: 3 clusters Score -1.436922e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -14369505.000000 Penalty: 3779.630371
	Iteration 16Q: 3 clusters Score -1.43695e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -14369699.000000 Penalty: 3779.630371
	Iteration 17Q: 3 clusters Score -1.43697e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -14369813.000000 Penalty: 3779.630371
	Iteration 18Q: 3 clusters Score -1.436981e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109392 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -14369942.000000 Penalty: 3779.630371
	Iteration 19Q: 3 clusters Score -1.436994e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109689 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -14369992.000000 Penalty: 3779.630371
	Iteration 20F: 3 clusters Score -1.436999e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -14370073.000000 Penalty: 3779.630371
	Iteration 21Q: 3 clusters Score -1.437007e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -14370163.000000 Penalty: 3779.630371
	Iteration 22Q: 3 clusters Score -1.437016e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -14370184.000000 Penalty: 3779.630371
	Iteration 23Q: 3 clusters Score -1.437018e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110410 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -14370201.000000 Penalty: 3779.630371
	Iteration 24Q: 3 clusters Score -1.43702e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110509 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -14370246.000000 Penalty: 3779.630371
	Iteration 25Q: 3 clusters Score -1.437025e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -14370291.000000 Penalty: 3779.630371
	Iteration 26Q: 3 clusters Score -1.437029e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110648 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14370281.000000 Penalty: 3779.630371
	Iteration 27Q: 3 clusters Score -1.437028e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110705 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -14370259.000000 Penalty: 3779.630371
	Iteration 28Q: 3 clusters Score -1.437026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -14370253.000000 Penalty: 3779.630371
	Iteration 29Q: 3 clusters Score -1.437025e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -14370298.000000 Penalty: 3779.630371
	Iteration 30Q: 3 clusters Score -1.43703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110832 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14370284.000000 Penalty: 3779.630371
	Iteration 31Q: 3 clusters Score -1.437028e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110858 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -14370292.000000 Penalty: 3779.630371
	Iteration 32Q: 3 clusters Score -1.437029e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -14370293.000000 Penalty: 3779.630371
	Iteration 33Q: 3 clusters Score -1.437029e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -14370306.000000 Penalty: 3779.630371
	Iteration 34Q: 3 clusters Score -1.437031e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -14370319.000000 Penalty: 3779.630371
	Iteration 35Q: 3 clusters Score -1.437032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14370314.000000 Penalty: 3779.630371
	Iteration 36Q: 3 clusters Score -1.437031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110970 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -14370325.000000 Penalty: 3779.630371
	Iteration 37Q: 3 clusters Score -1.437032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -14370336.000000 Penalty: 3779.630371
	Iteration 38Q: 3 clusters Score -1.437034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -14370322.000000 Penalty: 3779.630371
	Iteration 39Q: 3 clusters Score -1.437032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -14370316.000000 Penalty: 3779.630371
	Iteration 40F: 3 clusters Score -1.437032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111029 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14370326.000000 Penalty: 3779.630371
	Iteration 41Q: 3 clusters Score -1.437033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -14370337.000000 Penalty: 3779.630371
	Iteration 42Q: 3 clusters Score -1.437034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -14370335.000000 Penalty: 3779.630371
	Iteration 43Q: 3 clusters Score -1.437034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14370329.000000 Penalty: 3779.630371
	Iteration 44Q: 3 clusters Score -1.437033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111061 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -14370324.000000 Penalty: 3779.630371
	Iteration 45Q: 3 clusters Score -1.437032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14370325.000000 Penalty: 3779.630371
	Iteration 46Q: 3 clusters Score -1.437032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -14370319.000000 Penalty: 3779.630371
	Iteration 47Q: 3 clusters Score -1.437032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14370311.000000 Penalty: 3779.630371
	Iteration 48Q: 3 clusters Score -1.437031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -14370310.000000 Penalty: 3779.630371
	Iteration 49Q: 3 clusters Score -1.437031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111092 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14370318.000000 Penalty: 3779.630371
	Iteration 50Q: 3 clusters Score -1.437032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -14370315.000000 Penalty: 3779.630371
	Iteration 51Q: 3 clusters Score -1.437032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -14370315.000000 Penalty: 3779.630371
	Iteration 52F: 3 clusters Score -1.437032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -373853.781250 Penalty: 1306.572632
	Iteration 0F: 2 clusters Score -373853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -371019.625000 Penalty: 2613.145264
	Iteration 0F: 3 clusters Score -371019.6 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -371655.937500 Penalty: 2613.145264
	Iteration 1F: 3 clusters Score -371655.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -371789.343750 Penalty: 2613.145264
	Iteration 2F: 3 clusters Score -371789.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -371873.375000 Penalty: 2613.145264
	Iteration 3Q: 3 clusters Score -371873.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -371939.343750 Penalty: 2613.145264
	Iteration 4Q: 3 clusters Score -371939.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -371987.937500 Penalty: 2613.145264
	Iteration 5Q: 3 clusters Score -371987.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -372025.250000 Penalty: 2613.145264
	Iteration 6Q: 3 clusters Score -372025.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -372051.656250 Penalty: 2613.145264
	Iteration 7Q: 3 clusters Score -372051.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -372071.375000 Penalty: 2613.145264
	Iteration 8Q: 3 clusters Score -372071.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -372100.562500 Penalty: 2613.145264
	Iteration 9Q: 3 clusters Score -372100.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -372125.906250 Penalty: 2613.145264
	Iteration 10Q: 3 clusters Score -372125.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -372147.406250 Penalty: 2613.145264
	Iteration 11Q: 3 clusters Score -372147.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -372162.125000 Penalty: 2613.145264
	Iteration 12Q: 3 clusters Score -372162.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -372171.375000 Penalty: 2613.145264
	Iteration 13Q: 3 clusters Score -372171.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -372181.406250 Penalty: 2613.145264
	Iteration 14Q: 3 clusters Score -372181.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -372192.093750 Penalty: 2613.145264
	Iteration 15Q: 3 clusters Score -372192.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -372204.343750 Penalty: 2613.145264
	Iteration 16Q: 3 clusters Score -372204.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -372215.656250 Penalty: 2613.145264
	Iteration 17Q: 3 clusters Score -372215.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -372228.062500 Penalty: 2613.145264
	Iteration 18Q: 3 clusters Score -372228.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -372240.250000 Penalty: 2613.145264
	Iteration 19Q: 3 clusters Score -372240.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -372251.750000 Penalty: 2613.145264
	Iteration 20F: 3 clusters Score -372251.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -372265.906250 Penalty: 2613.145264
	Iteration 21Q: 3 clusters Score -372265.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -372275.812500 Penalty: 2613.145264
	Iteration 22Q: 3 clusters Score -372275.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -372284.375000 Penalty: 2613.145264
	Iteration 23Q: 3 clusters Score -372284.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -372294.687500 Penalty: 2613.145264
	Iteration 24Q: 3 clusters Score -372294.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -372304.031250 Penalty: 2613.145264
	Iteration 25Q: 3 clusters Score -372304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -372310.687500 Penalty: 2613.145264
	Iteration 26Q: 3 clusters Score -372310.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -372317.000000 Penalty: 2613.145264
	Iteration 27Q: 3 clusters Score -372317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -372322.531250 Penalty: 2613.145264
	Iteration 28Q: 3 clusters Score -372322.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -372328.781250 Penalty: 2613.145264
	Iteration 29Q: 3 clusters Score -372328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -372331.718750 Penalty: 2613.145264
	Iteration 30Q: 3 clusters Score -372331.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -372334.750000 Penalty: 2613.145264
	Iteration 31Q: 3 clusters Score -372334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -372338.156250 Penalty: 2613.145264
	Iteration 32Q: 3 clusters Score -372338.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -372342.625000 Penalty: 2613.145264
	Iteration 33Q: 3 clusters Score -372342.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -372350.781250 Penalty: 2613.145264
	Iteration 34Q: 3 clusters Score -372350.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -372359.625000 Penalty: 2613.145264
	Iteration 35Q: 3 clusters Score -372359.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -372370.906250 Penalty: 2613.145264
	Iteration 36Q: 3 clusters Score -372370.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -372382.437500 Penalty: 2613.145264
	Iteration 37Q: 3 clusters Score -372382.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -372395.500000 Penalty: 2613.145264
	Iteration 38Q: 3 clusters Score -372395.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -372407.937500 Penalty: 2613.145264
	Iteration 39Q: 3 clusters Score -372407.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -372427.187500 Penalty: 2613.145264
	Iteration 40F: 3 clusters Score -372427.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -372452.031250 Penalty: 2613.145264
	Iteration 41Q: 3 clusters Score -372452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -372474.468750 Penalty: 2613.145264
	Iteration 42Q: 3 clusters Score -372474.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -372501.875000 Penalty: 2613.145264
	Iteration 43Q: 3 clusters Score -372501.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -372534.718750 Penalty: 2613.145264
	Iteration 44Q: 3 clusters Score -372534.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -372565.437500 Penalty: 2613.145264
	Iteration 45Q: 3 clusters Score -372565.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -372601.562500 Penalty: 2613.145264
	Iteration 46Q: 3 clusters Score -372601.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -372639.187500 Penalty: 2613.145264
	Iteration 47Q: 3 clusters Score -372639.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -372672.875000 Penalty: 2613.145264
	Iteration 48Q: 3 clusters Score -372672.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -372703.375000 Penalty: 2613.145264
	Iteration 49Q: 3 clusters Score -372703.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -372740.718750 Penalty: 2613.145264
	Iteration 50Q: 3 clusters Score -372740.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -372779.031250 Penalty: 2613.145264
	Iteration 51Q: 3 clusters Score -372779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -372812.687500 Penalty: 2613.145264
	Iteration 52Q: 3 clusters Score -372812.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -372839.281250 Penalty: 2613.145264
	Iteration 53Q: 3 clusters Score -372839.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -372865.812500 Penalty: 2613.145264
	Iteration 54Q: 3 clusters Score -372865.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -372885.312500 Penalty: 2613.145264
	Iteration 55Q: 3 clusters Score -372885.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -372896.718750 Penalty: 2613.145264
	Iteration 56Q: 3 clusters Score -372896.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -372905.031250 Penalty: 2613.145264
	Iteration 57Q: 3 clusters Score -372905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -372911.906250 Penalty: 2613.145264
	Iteration 58Q: 3 clusters Score -372911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -372916.031250 Penalty: 2613.145264
	Iteration 59Q: 3 clusters Score -372916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -372922.281250 Penalty: 2613.145264
	Iteration 60F: 3 clusters Score -372922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -372925.437500 Penalty: 2613.145264
	Iteration 61Q: 3 clusters Score -372925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -372926.031250 Penalty: 2613.145264
	Iteration 62Q: 3 clusters Score -372926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -372926.375000 Penalty: 2613.145264
	Iteration 63Q: 3 clusters Score -372926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -372927.937500 Penalty: 2613.145264
	Iteration 64Q: 3 clusters Score -372927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -372928.843750 Penalty: 2613.145264
	Iteration 65Q: 3 clusters Score -372928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -372929.093750 Penalty: 2613.145264
	Iteration 66Q: 3 clusters Score -372929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -372929.625000 Penalty: 2613.145264
	Iteration 67Q: 3 clusters Score -372929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -372930.093750 Penalty: 2613.145264
	Iteration 68Q: 3 clusters Score -372930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -372930.093750 Penalty: 2613.145264
	Iteration 69F: 3 clusters Score -372930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Entering Unmasked Estep 
Score: -4503811.000000 Penalty: 1700.486328
	Iteration 0F: 2 clusters Score -4503811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4480164.500000 Penalty: 3400.972656
	Iteration 0F: 3 clusters Score -4480164 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4489445.000000 Penalty: 3400.972656
	Iteration 1F: 3 clusters Score -4489445 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4490115.000000 Penalty: 3400.972656
	Iteration 2Q: 3 clusters Score -4490115 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4490867.500000 Penalty: 3400.972656
	Iteration 3Q: 3 clusters Score -4490868 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -4491792.500000 Penalty: 3400.972656
	Iteration 4Q: 3 clusters Score -4491792 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4492851.000000 Penalty: 3400.972656
	Iteration 5F: 3 clusters Score -4492851 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4494001.500000 Penalty: 3400.972656
	Iteration 6F: 3 clusters Score -4494002 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4495300.000000 Penalty: 3400.972656
	Iteration 7F: 3 clusters Score -4495300 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4496776.000000 Penalty: 3400.972656
	Iteration 8F: 3 clusters Score -4496776 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4498026 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4498807.000000 Penalty: 3400.972656
	Iteration 10Q: 3 clusters Score -4498807 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4499241.500000 Penalty: 3400.972656
	Iteration 11Q: 3 clusters Score -4499242 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4499450.500000 Penalty: 3400.972656
	Iteration 12Q: 3 clusters Score -4499450 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4499587.000000 Penalty: 3400.972656
	Iteration 13Q: 3 clusters Score -4499587 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -4499690.000000 Penalty: 3400.972656
	Iteration 14Q: 3 clusters Score -4499690 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4499754.000000 Penalty: 3400.972656
	Iteration 15Q: 3 clusters Score -4499754 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -4499804.500000 Penalty: 3400.972656
	Iteration 16Q: 3 clusters Score -4499804 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -4499859.500000 Penalty: 3400.972656
	Iteration 17Q: 3 clusters Score -4499860 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -4499904.500000 Penalty: 3400.972656
	Iteration 18Q: 3 clusters Score -4499904 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4499939.000000 Penalty: 3400.972656
	Iteration 19Q: 3 clusters Score -4499939 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4499993.500000 Penalty: 3400.972656
	Iteration 20F: 3 clusters Score -4499994 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4500044.000000 Penalty: 3400.972656
	Iteration 21Q: 3 clusters Score -4500044 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -4500100.000000 Penalty: 3400.972656
	Iteration 22Q: 3 clusters Score -4500100 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4500133.500000 Penalty: 3400.972656
	Iteration 23Q: 3 clusters Score -4500134 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -4500183.000000 Penalty: 3400.972656
	Iteration 24Q: 3 clusters Score -4500183 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -4500229.500000 Penalty: 3400.972656
	Iteration 25Q: 3 clusters Score -4500230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4500263.500000 Penalty: 3400.972656
	Iteration 26Q: 3 clusters Score -4500264 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4500284.500000 Penalty: 3400.972656
	Iteration 27Q: 3 clusters Score -4500284 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -4500333.000000 Penalty: 3400.972656
	Iteration 28Q: 3 clusters Score -4500333 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -4500369.000000 Penalty: 3400.972656
	Iteration 29Q: 3 clusters Score -4500369 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -4500410.500000 Penalty: 3400.972656
	Iteration 30Q: 3 clusters Score -4500410 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4500472.500000 Penalty: 3400.972656
	Iteration 31Q: 3 clusters Score -4500472 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -4500520.000000 Penalty: 3400.972656
	Iteration 32Q: 3 clusters Score -4500520 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4500539.500000 Penalty: 3400.972656
	Iteration 33Q: 3 clusters Score -4500540 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4500572.000000 Penalty: 3400.972656
	Iteration 34Q: 3 clusters Score -4500572 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4500600.500000 Penalty: 3400.972656
	Iteration 35Q: 3 clusters Score -4500600 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4500646.500000 Penalty: 3400.972656
	Iteration 36Q: 3 clusters Score -4500646 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -4500672.000000 Penalty: 3400.972656
	Iteration 37Q: 3 clusters Score -4500672 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4500724.500000 Penalty: 3400.972656
	Iteration 38Q: 3 clusters Score -4500724 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4500768.500000 Penalty: 3400.972656
	Iteration 39Q: 3 clusters Score -4500768 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -4500790.500000 Penalty: 3400.972656
	Iteration 40F: 3 clusters Score -4500790 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -4500819.500000 Penalty: 3400.972656
	Iteration 41Q: 3 clusters Score -4500820 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -4500865.500000 Penalty: 3400.972656
	Iteration 42Q: 3 clusters Score -4500866 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4500896.500000 Penalty: 3400.972656
	Iteration 43Q: 3 clusters Score -4500896 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4500957.500000 Penalty: 3400.972656
	Iteration 44Q: 3 clusters Score -4500958 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -4500988.500000 Penalty: 3400.972656
	Iteration 45Q: 3 clusters Score -4500988 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -4501037.000000 Penalty: 3400.972656
	Iteration 46Q: 3 clusters Score -4501037 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4501070.500000 Penalty: 3400.972656
	Iteration 47Q: 3 clusters Score -4501070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4501115.000000 Penalty: 3400.972656
	Iteration 48Q: 3 clusters Score -4501115 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4501157.500000 Penalty: 3400.972656
	Iteration 49Q: 3 clusters Score -4501158 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -4501204.500000 Penalty: 3400.972656
	Iteration 50Q: 3 clusters Score -4501204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4501242.500000 Penalty: 3400.972656
	Iteration 51Q: 3 clusters Score -4501242 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4501283.000000 Penalty: 3400.972656
	Iteration 52Q: 3 clusters Score -4501283 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4501337.000000 Penalty: 3400.972656
	Iteration 53Q: 3 clusters Score -4501337 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4501405.000000 Penalty: 3400.972656
	Iteration 54Q: 3 clusters Score -4501405 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4501454.000000 Penalty: 3400.972656
	Iteration 55Q: 3 clusters Score -4501454 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4501505.000000 Penalty: 3400.972656
	Iteration 56Q: 3 clusters Score -4501505 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4501580.500000 Penalty: 3400.972656
	Iteration 57Q: 3 clusters Score -4501580 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4501620.500000 Penalty: 3400.972656
	Iteration 58Q: 3 clusters Score -4501620 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4501667.500000 Penalty: 3400.972656
	Iteration 59Q: 3 clusters Score -4501668 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -4501723.000000 Penalty: 3400.972656
	Iteration 60F: 3 clusters Score -4501723 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4501772.000000 Penalty: 3400.972656
	Iteration 61Q: 3 clusters Score -4501772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -4501806.500000 Penalty: 3400.972656
	Iteration 62Q: 3 clusters Score -4501806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4501829.500000 Penalty: 3400.972656
	Iteration 63Q: 3 clusters Score -4501830 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4501844.500000 Penalty: 3400.972656
	Iteration 64Q: 3 clusters Score -4501844 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4501878.500000 Penalty: 3400.972656
	Iteration 65Q: 3 clusters Score -4501878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4501896.500000 Penalty: 3400.972656
	Iteration 66Q: 3 clusters Score -4501896 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4501930.500000 Penalty: 3400.972656
	Iteration 67Q: 3 clusters Score -4501930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4501968.500000 Penalty: 3400.972656
	Iteration 68Q: 3 clusters Score -4501968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4501993.500000 Penalty: 3400.972656
	Iteration 69Q: 3 clusters Score -4501994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4502024.000000 Penalty: 3400.972656
	Iteration 70Q: 3 clusters Score -4502024 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4502059.500000 Penalty: 3400.972656
	Iteration 71Q: 3 clusters Score -4502060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4502094.500000 Penalty: 3400.972656
	Iteration 72Q: 3 clusters Score -4502094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4502112.000000 Penalty: 3400.972656
	Iteration 73Q: 3 clusters Score -4502112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4502126.000000 Penalty: 3400.972656
	Iteration 74Q: 3 clusters Score -4502126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4502142.500000 Penalty: 3400.972656
	Iteration 75Q: 3 clusters Score -4502142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4502163.000000 Penalty: 3400.972656
	Iteration 76Q: 3 clusters Score -4502163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4502182.000000 Penalty: 3400.972656
	Iteration 77Q: 3 clusters Score -4502182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -4502198.000000 Penalty: 3400.972656
	Iteration 78Q: 3 clusters Score -4502198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4502200.500000 Penalty: 3400.972656
	Iteration 79Q: 3 clusters Score -4502200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -4502219.500000 Penalty: 3400.972656
	Iteration 80F: 3 clusters Score -4502220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4502234.000000 Penalty: 3400.972656
	Iteration 81Q: 3 clusters Score -4502234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4502246.500000 Penalty: 3400.972656
	Iteration 82Q: 3 clusters Score -4502246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4502250.000000 Penalty: 3400.972656
	Iteration 83Q: 3 clusters Score -4502250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4502242.500000 Penalty: 3400.972656
	Iteration 84Q: 3 clusters Score -4502242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4502259.500000 Penalty: 3400.972656
	Iteration 85Q: 3 clusters Score -4502260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4502265.000000 Penalty: 3400.972656
	Iteration 86Q: 3 clusters Score -4502265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4502266.500000 Penalty: 3400.972656
	Iteration 87Q: 3 clusters Score -4502266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -4502270.500000 Penalty: 3400.972656
	Iteration 88Q: 3 clusters Score -4502270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4502281.000000 Penalty: 3400.972656
	Iteration 89Q: 3 clusters Score -4502281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4502285.000000 Penalty: 3400.972656
	Iteration 90Q: 3 clusters Score -4502285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4502286.500000 Penalty: 3400.972656
	Iteration 91Q: 3 clusters Score -4502286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4502297.500000 Penalty: 3400.972656
	Iteration 92Q: 3 clusters Score -4502298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4502301.500000 Penalty: 3400.972656
	Iteration 93Q: 3 clusters Score -4502302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4502300.000000 Penalty: 3400.972656
	Iteration 94Q: 3 clusters Score -4502300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4502308.500000 Penalty: 3400.972656
	Iteration 95Q: 3 clusters Score -4502308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4502308.500000 Penalty: 3400.972656
	Iteration 96Q: 3 clusters Score -4502308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4502321.000000 Penalty: 3400.972656
	Iteration 97Q: 3 clusters Score -4502321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4502318.000000 Penalty: 3400.972656
	Iteration 98Q: 3 clusters Score -4502318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4502316.500000 Penalty: 3400.972656
	Iteration 99Q: 3 clusters Score -4502316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4502332.000000 Penalty: 3400.972656
	Iteration 100F: 3 clusters Score -4502332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4502342.000000 Penalty: 3400.972656
	Iteration 101Q: 3 clusters Score -4502342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4502340.500000 Penalty: 3400.972656
	Iteration 102Q: 3 clusters Score -4502340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4502355.500000 Penalty: 3400.972656
	Iteration 103Q: 3 clusters Score -4502356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4502355.000000 Penalty: 3400.972656
	Iteration 104Q: 3 clusters Score -4502355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -4502359.000000 Penalty: 3400.972656
	Iteration 105Q: 3 clusters Score -4502359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4502356.500000 Penalty: 3400.972656
	Iteration 106Q: 3 clusters Score -4502356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -4502358.000000 Penalty: 3400.972656
	Iteration 107Q: 3 clusters Score -4502358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4502359.500000 Penalty: 3400.972656
	Iteration 108Q: 3 clusters Score -4502360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4502357.500000 Penalty: 3400.972656
	Iteration 109Q: 3 clusters Score -4502358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4502361.000000 Penalty: 3400.972656
	Iteration 110Q: 3 clusters Score -4502361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4502361.000000 Penalty: 3400.972656
	Iteration 111Q: 3 clusters Score -4502361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4502362.500000 Penalty: 3400.972656
	Iteration 112Q: 3 clusters Score -4502362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4502362.000000 Penalty: 3400.972656
	Iteration 113Q: 3 clusters Score -4502362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -4502367.500000 Penalty: 3400.972656
	Iteration 114Q: 3 clusters Score -4502368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4502367.500000 Penalty: 3400.972656
	Iteration 115Q: 3 clusters Score -4502368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4502367.500000 Penalty: 3400.972656
	Iteration 116F: 3 clusters Score -4502368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -59459.082031 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -59459.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58345.558594 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -58345.56 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58518.375000 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -58518.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58561.054688 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -58561.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58585.261719 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -58585.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58597.402344 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -58597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58610.082031 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -58610.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58612.429688 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -58612.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58617.027344 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -58617.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58620.285156 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -58620.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58620.285156 Penalty: 2057.159424
	Iteration 9F: 3 clusters Score -58620.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -315380.031250 Penalty: 1271.277344
	Iteration 0F: 2 clusters Score -315380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -312975.625000 Penalty: 2542.554688
	Iteration 0F: 3 clusters Score -312975.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -313519.437500 Penalty: 2542.554688
	Iteration 1F: 3 clusters Score -313519.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -313645.250000 Penalty: 2542.554688
	Iteration 2F: 3 clusters Score -313645.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -313715.500000 Penalty: 2542.554688
	Iteration 3Q: 3 clusters Score -313715.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -313760.843750 Penalty: 2542.554688
	Iteration 4Q: 3 clusters Score -313760.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -313795.281250 Penalty: 2542.554688
	Iteration 5Q: 3 clusters Score -313795.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -313816.750000 Penalty: 2542.554688
	Iteration 6Q: 3 clusters Score -313816.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -313832.531250 Penalty: 2542.554688
	Iteration 7Q: 3 clusters Score -313832.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -313844.812500 Penalty: 2542.554688
	Iteration 8Q: 3 clusters Score -313844.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -313852.843750 Penalty: 2542.554688
	Iteration 9Q: 3 clusters Score -313852.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -313861.625000 Penalty: 2542.554688
	Iteration 10Q: 3 clusters Score -313861.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -313870.468750 Penalty: 2542.554688
	Iteration 11Q: 3 clusters Score -313870.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -313876.406250 Penalty: 2542.554688
	Iteration 12Q: 3 clusters Score -313876.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -313879.593750 Penalty: 2542.554688
	Iteration 13Q: 3 clusters Score -313879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -313882.062500 Penalty: 2542.554688
	Iteration 14Q: 3 clusters Score -313882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -313885.187500 Penalty: 2542.554688
	Iteration 15Q: 3 clusters Score -313885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -313887.093750 Penalty: 2542.554688
	Iteration 16Q: 3 clusters Score -313887.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -313889.250000 Penalty: 2542.554688
	Iteration 17Q: 3 clusters Score -313889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -313890.187500 Penalty: 2542.554688
	Iteration 18Q: 3 clusters Score -313890.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -313890.187500 Penalty: 2542.554688
	Iteration 19F: 3 clusters Score -313890.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -32137.257812 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -32137.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31268.367188 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -31268.37 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31459.902344 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -31459.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31537.546875 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -31537.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31586.052734 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -31586.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31619.740234 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -31619.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31633.882812 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -31633.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31652.142578 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -31652.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31662.667969 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -31662.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31670.222656 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -31670.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31674.029297 Penalty: 1876.729248
	Iteration 9Q: 3 clusters Score -31674.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31678.501953 Penalty: 1876.729248
	Iteration 10Q: 3 clusters Score -31678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31681.019531 Penalty: 1876.729248
	Iteration 11Q: 3 clusters Score -31681.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31682.562500 Penalty: 1876.729248
	Iteration 12Q: 3 clusters Score -31682.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31682.562500 Penalty: 1876.729248
	Iteration 13F: 3 clusters Score -31682.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -235091.250000 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -235091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -233058.718750 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -233058.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -233525.328125 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -233525.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -233616.875000 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -233616.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -233654.171875 Penalty: 2456.348389
	Iteration 3Q: 3 clusters Score -233654.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -233678.187500 Penalty: 2456.348389
	Iteration 4Q: 3 clusters Score -233678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233690.765625 Penalty: 2456.348389
	Iteration 5Q: 3 clusters Score -233690.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233707.406250 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -233707.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -233723.078125 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -233723.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -233736.062500 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -233736.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -233771.468750 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -233771.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -233820.703125 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -233820.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233873.781250 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -233873.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -233935.734375 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -233935.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233978.296875 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -233978.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -234023.000000 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -234023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -234062.265625 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -234062.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -234086.015625 Penalty: 2456.348389
	Iteration 16Q: 3 clusters Score -234086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -234109.609375 Penalty: 2456.348389
	Iteration 17Q: 3 clusters Score -234109.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -234124.328125 Penalty: 2456.348389
	Iteration 18Q: 3 clusters Score -234124.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -234137.781250 Penalty: 2456.348389
	Iteration 19Q: 3 clusters Score -234137.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -234155.750000 Penalty: 2456.348389
	Iteration 20F: 3 clusters Score -234155.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -234179.062500 Penalty: 2456.348389
	Iteration 21Q: 3 clusters Score -234179.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -234206.906250 Penalty: 2456.348389
	Iteration 22Q: 3 clusters Score -234206.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -234232.593750 Penalty: 2456.348389
	Iteration 23Q: 3 clusters Score -234232.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -234249.109375 Penalty: 2456.348389
	Iteration 24Q: 3 clusters Score -234249.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -234259.875000 Penalty: 2456.348389
	Iteration 25Q: 3 clusters Score -234259.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -234271.203125 Penalty: 2456.348389
	Iteration 26Q: 3 clusters Score -234271.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -234286.406250 Penalty: 2456.348389
	Iteration 27Q: 3 clusters Score -234286.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -234299.453125 Penalty: 2456.348389
	Iteration 28Q: 3 clusters Score -234299.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -234313.015625 Penalty: 2456.348389
	Iteration 29Q: 3 clusters Score -234313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -234323.484375 Penalty: 2456.348389
	Iteration 30Q: 3 clusters Score -234323.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -234343.328125 Penalty: 2456.348389
	Iteration 31Q: 3 clusters Score -234343.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -234356.234375 Penalty: 2456.348389
	Iteration 32Q: 3 clusters Score -234356.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -234365.203125 Penalty: 2456.348389
	Iteration 33Q: 3 clusters Score -234365.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -234375.140625 Penalty: 2456.348389
	Iteration 34Q: 3 clusters Score -234375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -234377.734375 Penalty: 2456.348389
	Iteration 35Q: 3 clusters Score -234377.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -234380.312500 Penalty: 2456.348389
	Iteration 36Q: 3 clusters Score -234380.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -234383.390625 Penalty: 2456.348389
	Iteration 37Q: 3 clusters Score -234383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -234383.953125 Penalty: 2456.348389
	Iteration 38Q: 3 clusters Score -234384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -234384.437500 Penalty: 2456.348389
	Iteration 39Q: 3 clusters Score -234384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -234384.437500 Penalty: 2456.348389
	Iteration 40F: 3 clusters Score -234384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -52635.750000 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -52635.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51718.300781 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -51718.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51804.925781 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -51804.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51824.265625 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -51824.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51831.746094 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -51831.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51834.265625 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -51834.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51834.265625 Penalty: 1881.737183
	Iteration 5F: 3 clusters Score -51834.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26038.460938 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -26038.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25246.175781 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -25246.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25354.162109 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -25354.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25404.650391 Penalty: 1838.197388
	Iteration 2F: 3 clusters Score -25404.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25449.228516 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -25449.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25480.355469 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -25480.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25525.541016 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -25525.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25536.496094 Penalty: 1838.197388
	Iteration 6Q: 3 clusters Score -25536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25544.316406 Penalty: 1838.197388
	Iteration 7Q: 3 clusters Score -25544.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25558.621094 Penalty: 1838.197388
	Iteration 8Q: 3 clusters Score -25558.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25561.171875 Penalty: 1838.197388
	Iteration 9Q: 3 clusters Score -25561.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25563.255859 Penalty: 1838.197388
	Iteration 10Q: 3 clusters Score -25563.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25563.255859 Penalty: 1838.197388
	Iteration 11F: 3 clusters Score -25563.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (76444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Entering Unmasked Estep 
Score: -9699261.000000 Penalty: 1827.201050
	Iteration 0F: 2 clusters Score -9699261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -9648250.000000 Penalty: 3654.402100
	Iteration 0F: 3 clusters Score -9648250 nChanged 36135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -9669304.000000 Penalty: 3654.402100
	Iteration 1F: 3 clusters Score -9669304 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -9669988.000000 Penalty: 3654.402100
	Iteration 2Q: 3 clusters Score -9669988 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -9670840.000000 Penalty: 3654.402100
	Iteration 3Q: 3 clusters Score -9670840 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -9671933.000000 Penalty: 3654.402100
	Iteration 4Q: 3 clusters Score -9671933 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -9673578.000000 Penalty: 3654.402100
	Iteration 5Q: 3 clusters Score -9673578 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -9676194.000000 Penalty: 3654.402100
	Iteration 6F: 3 clusters Score -9676194 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -9680299.000000 Penalty: 3654.402100
	Iteration 7F: 3 clusters Score -9680299 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -9685141.000000 Penalty: 3654.402100
	Iteration 8F: 3 clusters Score -9685141 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -9688943.000000 Penalty: 3654.402100
	Iteration 9F: 3 clusters Score -9688943 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -9691392.000000 Penalty: 3654.402100
	Iteration 10Q: 3 clusters Score -9691392 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -9692731.000000 Penalty: 3654.402100
	Iteration 11Q: 3 clusters Score -9692731 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -9693515.000000 Penalty: 3654.402100
	Iteration 12Q: 3 clusters Score -9693515 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -9694153.000000 Penalty: 3654.402100
	Iteration 13Q: 3 clusters Score -9694153 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -9694512.000000 Penalty: 3654.402100
	Iteration 14Q: 3 clusters Score -9694512 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -9694866.000000 Penalty: 3654.402100
	Iteration 15Q: 3 clusters Score -9694866 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -9695144.000000 Penalty: 3654.402100
	Iteration 16Q: 3 clusters Score -9695144 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -9695317.000000 Penalty: 3654.402100
	Iteration 17Q: 3 clusters Score -9695317 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -9695416.000000 Penalty: 3654.402100
	Iteration 18Q: 3 clusters Score -9695416 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -9695485.000000 Penalty: 3654.402100
	Iteration 19Q: 3 clusters Score -9695485 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -9695528.000000 Penalty: 3654.402100
	Iteration 20F: 3 clusters Score -9695528 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -9695560.000000 Penalty: 3654.402100
	Iteration 21Q: 3 clusters Score -9695560 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -9695608.000000 Penalty: 3654.402100
	Iteration 22Q: 3 clusters Score -9695608 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -9695629.000000 Penalty: 3654.402100
	Iteration 23Q: 3 clusters Score -9695629 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -9695642.000000 Penalty: 3654.402100
	Iteration 24Q: 3 clusters Score -9695642 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -9695669.000000 Penalty: 3654.402100
	Iteration 25Q: 3 clusters Score -9695669 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -9695712.000000 Penalty: 3654.402100
	Iteration 26Q: 3 clusters Score -9695712 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -9695748.000000 Penalty: 3654.402100
	Iteration 27Q: 3 clusters Score -9695748 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -9695734.000000 Penalty: 3654.402100
	Iteration 28Q: 3 clusters Score -9695734 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -9695762.000000 Penalty: 3654.402100
	Iteration 29Q: 3 clusters Score -9695762 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -9695807.000000 Penalty: 3654.402100
	Iteration 30Q: 3 clusters Score -9695807 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -9695821.000000 Penalty: 3654.402100
	Iteration 31Q: 3 clusters Score -9695821 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -9695866.000000 Penalty: 3654.402100
	Iteration 32Q: 3 clusters Score -9695866 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -9695887.000000 Penalty: 3654.402100
	Iteration 33Q: 3 clusters Score -9695887 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -9695892.000000 Penalty: 3654.402100
	Iteration 34Q: 3 clusters Score -9695892 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -9695892.000000 Penalty: 3654.402100
	Iteration 35Q: 3 clusters Score -9695892 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -9695904.000000 Penalty: 3654.402100
	Iteration 36Q: 3 clusters Score -9695904 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -9695909.000000 Penalty: 3654.402100
	Iteration 37Q: 3 clusters Score -9695909 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -9695902.000000 Penalty: 3654.402100
	Iteration 38Q: 3 clusters Score -9695902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -9695906.000000 Penalty: 3654.402100
	Iteration 39Q: 3 clusters Score -9695906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -9695923.000000 Penalty: 3654.402100
	Iteration 40F: 3 clusters Score -9695923 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -9695933.000000 Penalty: 3654.402100
	Iteration 41Q: 3 clusters Score -9695933 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -9695941.000000 Penalty: 3654.402100
	Iteration 42Q: 3 clusters Score -9695941 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -9695948.000000 Penalty: 3654.402100
	Iteration 43Q: 3 clusters Score -9695948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -9695964.000000 Penalty: 3654.402100
	Iteration 44Q: 3 clusters Score -9695964 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -9695963.000000 Penalty: 3654.402100
	Iteration 45Q: 3 clusters Score -9695963 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -9695946.000000 Penalty: 3654.402100
	Iteration 46Q: 3 clusters Score -9695946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -9695941.000000 Penalty: 3654.402100
	Iteration 47Q: 3 clusters Score -9695941 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -9695926.000000 Penalty: 3654.402100
	Iteration 48Q: 3 clusters Score -9695926 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -9695943.000000 Penalty: 3654.402100
	Iteration 49Q: 3 clusters Score -9695943 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -9695933.000000 Penalty: 3654.402100
	Iteration 50Q: 3 clusters Score -9695933 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -9695928.000000 Penalty: 3654.402100
	Iteration 51Q: 3 clusters Score -9695928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -9695957.000000 Penalty: 3654.402100
	Iteration 52Q: 3 clusters Score -9695957 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -9695940.000000 Penalty: 3654.402100
	Iteration 53Q: 3 clusters Score -9695940 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -9695964.000000 Penalty: 3654.402100
	Iteration 54Q: 3 clusters Score -9695964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -9695970.000000 Penalty: 3654.402100
	Iteration 55Q: 3 clusters Score -9695970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -9695984.000000 Penalty: 3654.402100
	Iteration 56Q: 3 clusters Score -9695984 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -9695997.000000 Penalty: 3654.402100
	Iteration 57Q: 3 clusters Score -9695997 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -9695967.000000 Penalty: 3654.402100
	Iteration 58Q: 3 clusters Score -9695967 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9695989 nChanged 95
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Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9695983 nChanged 116
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Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9696103 nChanged 141
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Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9696159 nChanged 96
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Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9696184 nChanged 69
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9696177 nChanged 47
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9696177 nChanged 45
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9696176 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43649 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9696178 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9696171 nChanged 41
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Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -9696182.000000 Penalty: 3654.402100
	Iteration 103Q: 3 clusters Score -9696182 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9696156 nChanged 37
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Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9696153 nChanged 35
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Mstep: Class 1 contains 43373 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9696160 nChanged 30
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Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9696160 nChanged 37
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9696144 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9696161 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43212 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9696165 nChanged 49
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9696168 nChanged 56
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9696187 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43050 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9696174 nChanged 51
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9696179 nChanged 54
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Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9696164 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9696195 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9696186 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9696209 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9696209 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9696220 nChanged 59
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Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9696232 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -9696240.000000 Penalty: 3654.402100
	Iteration 123Q: 3 clusters Score -9696240 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9696239 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9696248 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9696251 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9696250 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9696244 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9696235 nChanged 62
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Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9696240 nChanged 61
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Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9696234 nChanged 67
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Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9696265 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -9696299.000000 Penalty: 3654.402100
	Iteration 154Q: 3 clusters Score -9696299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -9696298.000000 Penalty: 3654.402100
	Iteration 155Q: 3 clusters Score -9696298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -9696296.000000 Penalty: 3654.402100
	Iteration 156Q: 3 clusters Score -9696296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -9696306.000000 Penalty: 3654.402100
	Iteration 157Q: 3 clusters Score -9696306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -9696301.000000 Penalty: 3654.402100
	Iteration 158Q: 3 clusters Score -9696301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -9696300.000000 Penalty: 3654.402100
	Iteration 159Q: 3 clusters Score -9696300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -9696306.000000 Penalty: 3654.402100
	Iteration 160F: 3 clusters Score -9696306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -9696298.000000 Penalty: 3654.402100
	Iteration 161Q: 3 clusters Score -9696298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -9696297.000000 Penalty: 3654.402100
	Iteration 162Q: 3 clusters Score -9696297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -9696304.000000 Penalty: 3654.402100
	Iteration 163Q: 3 clusters Score -9696304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -9696315.000000 Penalty: 3654.402100
	Iteration 164Q: 3 clusters Score -9696315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -9696314.000000 Penalty: 3654.402100
	Iteration 165Q: 3 clusters Score -9696314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -9696303.000000 Penalty: 3654.402100
	Iteration 166Q: 3 clusters Score -9696303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -9696313.000000 Penalty: 3654.402100
	Iteration 167Q: 3 clusters Score -9696313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -9696310.000000 Penalty: 3654.402100
	Iteration 168Q: 3 clusters Score -9696310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -9696307.000000 Penalty: 3654.402100
	Iteration 169Q: 3 clusters Score -9696307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -9696308.000000 Penalty: 3654.402100
	Iteration 170Q: 3 clusters Score -9696308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -9696302.000000 Penalty: 3654.402100
	Iteration 171Q: 3 clusters Score -9696302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -9696301.000000 Penalty: 3654.402100
	Iteration 172Q: 3 clusters Score -9696301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -9696299.000000 Penalty: 3654.402100
	Iteration 173Q: 3 clusters Score -9696299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -9696297.000000 Penalty: 3654.402100
	Iteration 174Q: 3 clusters Score -9696297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -9696305.000000 Penalty: 3654.402100
	Iteration 175Q: 3 clusters Score -9696305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -9696308.000000 Penalty: 3654.402100
	Iteration 176Q: 3 clusters Score -9696308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -9696308.000000 Penalty: 3654.402100
	Iteration 177Q: 3 clusters Score -9696308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -9696321.000000 Penalty: 3654.402100
	Iteration 178Q: 3 clusters Score -9696321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -9696331.000000 Penalty: 3654.402100
	Iteration 179Q: 3 clusters Score -9696331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -9696334.000000 Penalty: 3654.402100
	Iteration 180F: 3 clusters Score -9696334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -9696338.000000 Penalty: 3654.402100
	Iteration 181Q: 3 clusters Score -9696338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -9696336.000000 Penalty: 3654.402100
	Iteration 182Q: 3 clusters Score -9696336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -9696332.000000 Penalty: 3654.402100
	Iteration 183Q: 3 clusters Score -9696332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -9696337.000000 Penalty: 3654.402100
	Iteration 184Q: 3 clusters Score -9696337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -9696340.000000 Penalty: 3654.402100
	Iteration 185Q: 3 clusters Score -9696340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -9696343.000000 Penalty: 3654.402100
	Iteration 186Q: 3 clusters Score -9696343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -9696347.000000 Penalty: 3654.402100
	Iteration 187Q: 3 clusters Score -9696347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -9696343.000000 Penalty: 3654.402100
	Iteration 188Q: 3 clusters Score -9696343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -9696335.000000 Penalty: 3654.402100
	Iteration 189Q: 3 clusters Score -9696335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -9696335.000000 Penalty: 3654.402100
	Iteration 190Q: 3 clusters Score -9696335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -9696332.000000 Penalty: 3654.402100
	Iteration 191Q: 3 clusters Score -9696332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -9696332.000000 Penalty: 3654.402100
	Iteration 192Q: 3 clusters Score -9696332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -9696330.000000 Penalty: 3654.402100
	Iteration 193Q: 3 clusters Score -9696330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -9696331.000000 Penalty: 3654.402100
	Iteration 194Q: 3 clusters Score -9696331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -9696341.000000 Penalty: 3654.402100
	Iteration 195Q: 3 clusters Score -9696341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -9696331.000000 Penalty: 3654.402100
	Iteration 196Q: 3 clusters Score -9696331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -9696323.000000 Penalty: 3654.402100
	Iteration 197Q: 3 clusters Score -9696323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -9696323.000000 Penalty: 3654.402100
	Iteration 198Q: 3 clusters Score -9696323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -9696320.000000 Penalty: 3654.402100
	Iteration 199Q: 3 clusters Score -9696320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -9696321.000000 Penalty: 3654.402100
	Iteration 200F: 3 clusters Score -9696321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -9696326.000000 Penalty: 3654.402100
	Iteration 201Q: 3 clusters Score -9696326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -9696328.000000 Penalty: 3654.402100
	Iteration 202Q: 3 clusters Score -9696328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9696326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
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	Iteration 204F: 3 clusters Score -9696326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103214 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15194 members 
Mstep: Class 5 contains 2105 members 
Mstep: Class 6 contains 106189 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 108424 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112379 members 
Mstep: Class 11 contains 3104 members 
Mstep: Class 12 contains 35050 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76444 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 20 clusters Score -7.282126e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103237 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15202 members 
Mstep: Class 5 contains 2100 members 
Mstep: Class 6 contains 106186 members 
Mstep: Class 7 contains 10011 members 
Mstep: Class 8 contains 108436 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112379 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 35066 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76456 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 20 clusters Score -7.282123e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 103270 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15213 members 
Mstep: Class 5 contains 2095 members 
Mstep: Class 6 contains 106186 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 108416 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 112384 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 35080 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76478 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -7.282123e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 103307 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15220 members 
Mstep: Class 5 contains 2101 members 
Mstep: Class 6 contains 106187 members 
Mstep: Class 7 contains 9902 members 
Mstep: Class 8 contains 108408 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 112367 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 35098 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76497 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -7.282138e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103353 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15224 members 
Mstep: Class 5 contains 2096 members 
Mstep: Class 6 contains 106183 members 
Mstep: Class 7 contains 9854 members 
Mstep: Class 8 contains 108400 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 112353 members 
Mstep: Class 11 contains 3092 members 
Mstep: Class 12 contains 35122 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76504 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -7.282151e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103406 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15225 members 
Mstep: Class 5 contains 2095 members 
Mstep: Class 6 contains 106185 members 
Mstep: Class 7 contains 9770 members 
Mstep: Class 8 contains 108404 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112350 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 35141 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76515 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -7.28215e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103472 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15230 members 
Mstep: Class 5 contains 2094 members 
Mstep: Class 6 contains 106187 members 
Mstep: Class 7 contains 9674 members 
Mstep: Class 8 contains 108419 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112337 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 35157 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1933 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76527 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -7.282145e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103512 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15237 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 106190 members 
Mstep: Class 7 contains 9573 members 
Mstep: Class 8 contains 108456 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112334 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 35169 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1933 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76536 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -7.28216e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103539 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15239 members 
Mstep: Class 5 contains 2095 members 
Mstep: Class 6 contains 106191 members 
Mstep: Class 7 contains 9488 members 
Mstep: Class 8 contains 108498 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112334 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 35182 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1934 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76537 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -7.282167e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103556 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15241 members 
Mstep: Class 5 contains 2092 members 
Mstep: Class 6 contains 106193 members 
Mstep: Class 7 contains 9423 members 
Mstep: Class 8 contains 108537 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112344 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 35195 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1935 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76526 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -7.282167e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103584 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15241 members 
Mstep: Class 5 contains 2093 members 
Mstep: Class 6 contains 106195 members 
Mstep: Class 7 contains 9340 members 
Mstep: Class 8 contains 108572 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112374 members 
Mstep: Class 11 contains 3092 members 
Mstep: Class 12 contains 35197 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1936 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76510 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -7.282183e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103595 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 2089 members 
Mstep: Class 6 contains 106196 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 108600 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112428 members 
Mstep: Class 11 contains 3085 members 
Mstep: Class 12 contains 35224 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1936 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76473 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -7.282193e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103602 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15237 members 
Mstep: Class 5 contains 2086 members 
Mstep: Class 6 contains 106198 members 
Mstep: Class 7 contains 9207 members 
Mstep: Class 8 contains 108659 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112458 members 
Mstep: Class 11 contains 3085 members 
Mstep: Class 12 contains 35249 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 1937 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76420 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -7.282201e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103614 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15235 members 
Mstep: Class 5 contains 2088 members 
Mstep: Class 6 contains 106204 members 
Mstep: Class 7 contains 9118 members 
Mstep: Class 8 contains 108725 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112493 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 35275 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1939 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822176.000000 Penalty: 40969.332031
Iteration 132Q: 20 clusters Score -7.282218e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103588 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15227 members 
Mstep: Class 5 contains 2090 members 
Mstep: Class 6 contains 106219 members 
Mstep: Class 7 contains 9052 members 
Mstep: Class 8 contains 108771 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112555 members 
Mstep: Class 11 contains 3090 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822112.000000 Penalty: 40969.332031
Iteration 133Q: 20 clusters Score -7.282211e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103540 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15226 members 
Mstep: Class 5 contains 2093 members 
Mstep: Class 6 contains 106225 members 
Mstep: Class 7 contains 8983 members 
Mstep: Class 8 contains 108824 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112625 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 35340 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822304.000000 Penalty: 40969.332031
Iteration 134Q: 20 clusters Score -7.28223e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103480 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15228 members 
Mstep: Class 5 contains 2093 members 
Mstep: Class 6 contains 106230 members 
Mstep: Class 7 contains 8937 members 
Mstep: Class 8 contains 108890 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112706 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 35369 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 135Q: 20 clusters Score -7.282233e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103428 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15230 members 
Mstep: Class 5 contains 2093 members 
Mstep: Class 6 contains 106237 members 
Mstep: Class 7 contains 8919 members 
Mstep: Class 8 contains 108923 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112811 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 35396 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 76058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822312.000000 Penalty: 40969.332031
Iteration 136Q: 20 clusters Score -7.282231e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103376 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15231 members 
Mstep: Class 5 contains 2093 members 
Mstep: Class 6 contains 106243 members 
Mstep: Class 7 contains 8926 members 
Mstep: Class 8 contains 108981 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112908 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 35433 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 75906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 137Q: 20 clusters Score -7.282233e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103345 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15233 members 
Mstep: Class 5 contains 2093 members 
Mstep: Class 6 contains 106250 members 
Mstep: Class 7 contains 8936 members 
Mstep: Class 8 contains 109038 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112982 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 35472 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2443 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 75751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 138Q: 20 clusters Score -7.282233e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103310 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15233 members 
Mstep: Class 5 contains 2094 members 
Mstep: Class 6 contains 106255 members 
Mstep: Class 7 contains 8957 members 
Mstep: Class 8 contains 109087 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113039 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 35516 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 75606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 139Q: 20 clusters Score -7.282233e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103275 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 2095 members 
Mstep: Class 6 contains 106263 members 
Mstep: Class 7 contains 9017 members 
Mstep: Class 8 contains 109118 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113085 members 
Mstep: Class 11 contains 3106 members 
Mstep: Class 12 contains 35560 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 75450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822432.000000 Penalty: 40969.332031
Iteration 140F: 20 clusters Score -7.282243e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103259 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15231 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 106278 members 
Mstep: Class 7 contains 9071 members 
Mstep: Class 8 contains 109160 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113107 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 12 contains 35582 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 75309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822376.000000 Penalty: 40969.332031
Iteration 141Q: 20 clusters Score -7.282238e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103238 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15224 members 
Mstep: Class 5 contains 2096 members 
Mstep: Class 6 contains 106286 members 
Mstep: Class 7 contains 9112 members 
Mstep: Class 8 contains 109212 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113149 members 
Mstep: Class 11 contains 3110 members 
Mstep: Class 12 contains 35596 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2431 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 75177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822416.000000 Penalty: 40969.332031
Iteration 142Q: 20 clusters Score -7.282242e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103222 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15217 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 106284 members 
Mstep: Class 7 contains 9161 members 
Mstep: Class 8 contains 109245 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113180 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 35609 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 75069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822432.000000 Penalty: 40969.332031
Iteration 143Q: 20 clusters Score -7.282243e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103202 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15209 members 
Mstep: Class 5 contains 2100 members 
Mstep: Class 6 contains 106288 members 
Mstep: Class 7 contains 9233 members 
Mstep: Class 8 contains 109235 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113193 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 35626 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822432.000000 Penalty: 40969.332031
Iteration 144Q: 20 clusters Score -7.282243e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103185 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15209 members 
Mstep: Class 5 contains 2101 members 
Mstep: Class 6 contains 106296 members 
Mstep: Class 7 contains 9299 members 
Mstep: Class 8 contains 109229 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113189 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 35633 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822432.000000 Penalty: 40969.332031
Iteration 145Q: 20 clusters Score -7.282243e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103172 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15209 members 
Mstep: Class 5 contains 2100 members 
Mstep: Class 6 contains 106304 members 
Mstep: Class 7 contains 9340 members 
Mstep: Class 8 contains 109238 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113188 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 35639 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822440.000000 Penalty: 40969.332031
Iteration 146Q: 20 clusters Score -7.282244e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103147 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15206 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 106308 members 
Mstep: Class 7 contains 9397 members 
Mstep: Class 8 contains 109255 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113184 members 
Mstep: Class 11 contains 3110 members 
Mstep: Class 12 contains 35649 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822576.000000 Penalty: 40969.332031
Iteration 147Q: 20 clusters Score -7.282258e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103118 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15205 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 106315 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 109281 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113182 members 
Mstep: Class 11 contains 3111 members 
Mstep: Class 12 contains 35667 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822688.000000 Penalty: 40969.332031
Iteration 148Q: 20 clusters Score -7.282269e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103098 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15206 members 
Mstep: Class 5 contains 2094 members 
Mstep: Class 6 contains 106312 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 109307 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113199 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 12 contains 35680 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822656.000000 Penalty: 40969.332031
Iteration 149Q: 20 clusters Score -7.282266e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103075 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15205 members 
Mstep: Class 5 contains 2092 members 
Mstep: Class 6 contains 106316 members 
Mstep: Class 7 contains 9483 members 
Mstep: Class 8 contains 109323 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113212 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 12 contains 35690 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 150Q: 20 clusters Score -7.282262e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103050 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15204 members 
Mstep: Class 5 contains 2088 members 
Mstep: Class 6 contains 106315 members 
Mstep: Class 7 contains 9521 members 
Mstep: Class 8 contains 109344 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113216 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 12 contains 35709 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822536.000000 Penalty: 40969.332031
Iteration 151Q: 20 clusters Score -7.282254e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103008 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15207 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 106313 members 
Mstep: Class 7 contains 9552 members 
Mstep: Class 8 contains 109385 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113208 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 12 contains 35736 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822568.000000 Penalty: 40969.332031
Iteration 152Q: 20 clusters Score -7.282257e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102972 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15199 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 106312 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 109438 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113203 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 12 contains 35749 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822616.000000 Penalty: 40969.332031
Iteration 153Q: 20 clusters Score -7.282262e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102929 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15200 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 106311 members 
Mstep: Class 7 contains 9618 members 
Mstep: Class 8 contains 109478 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113209 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 35766 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74490 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 20 clusters Score -7.282261e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102894 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15200 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 106312 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 8 contains 109519 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113222 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 35765 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822528.000000 Penalty: 40969.332031
Iteration 155Q: 20 clusters Score -7.282253e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102867 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15197 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 106312 members 
Mstep: Class 7 contains 9652 members 
Mstep: Class 8 contains 109554 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113226 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 35769 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2426 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74444 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 156Q: 20 clusters Score -7.282252e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102850 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15192 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 106312 members 
Mstep: Class 7 contains 9659 members 
Mstep: Class 8 contains 109587 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113232 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 35770 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74420 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 157Q: 20 clusters Score -7.282254e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102829 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15188 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 106315 members 
Mstep: Class 7 contains 9670 members 
Mstep: Class 8 contains 109625 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113245 members 
Mstep: Class 11 contains 3118 members 
Mstep: Class 12 contains 35779 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 158Q: 20 clusters Score -7.28225e+07 nChanged 186
Entering ConstructFrom: 
Score: -72822504.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -11027.973633 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -11027.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10369.513672 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -10369.51 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10775.158203 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -10775.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10957.990234 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -10957.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11057.853516 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -11057.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11156.509766 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -11156.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11257.870117 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -11257.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11278.645508 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -11278.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11284.805664 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -11284.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11291.706055 Penalty: 1870.616211
	Iteration 8F: 3 clusters Score -11291.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11306.138672 Penalty: 1870.616211
	Iteration 9Q: 3 clusters Score -11306.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11306.138672 Penalty: 1870.616211
	Iteration 10F: 3 clusters Score -11306.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 102796 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 106316 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 109660 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113266 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 35785 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 16 contains 167 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74347 members 
Entering Unmasked Estep 
Score: -72821624.000000 Penalty: 43125.609375
Splitting cluster 1 changes total score from -72822504.000000 to -72821624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (102796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Entering Unmasked Estep 
Score: -13118534.000000 Penalty: 1875.331543
	Iteration 0F: 2 clusters Score -1.311853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -13052069.000000 Penalty: 3750.663086
	Iteration 0F: 3 clusters Score -1.305207e+07 nChanged 49063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -13080610.000000 Penalty: 3750.663086
	Iteration 1F: 3 clusters Score -1.308061e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -13081657.000000 Penalty: 3750.663086
	Iteration 2Q: 3 clusters Score -1.308166e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -13083055.000000 Penalty: 3750.663086
	Iteration 3Q: 3 clusters Score -1.308306e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -13085006.000000 Penalty: 3750.663086
	Iteration 4Q: 3 clusters Score -1.308501e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -13087714.000000 Penalty: 3750.663086
	Iteration 5Q: 3 clusters Score -1.308771e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -13091436.000000 Penalty: 3750.663086
	Iteration 6F: 3 clusters Score -1.309144e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -13095826.000000 Penalty: 3750.663086
	Iteration 7F: 3 clusters Score -1.309583e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -13100633.000000 Penalty: 3750.663086
	Iteration 8F: 3 clusters Score -1.310063e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -13104507.000000 Penalty: 3750.663086
	Iteration 9F: 3 clusters Score -1.310451e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -13106477.000000 Penalty: 3750.663086
	Iteration 10Q: 3 clusters Score -1.310648e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -13107212.000000 Penalty: 3750.663086
	Iteration 11Q: 3 clusters Score -1.310721e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -13107496.000000 Penalty: 3750.663086
	Iteration 12Q: 3 clusters Score -1.31075e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -13107774.000000 Penalty: 3750.663086
	Iteration 13Q: 3 clusters Score -1.310777e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -13107904.000000 Penalty: 3750.663086
	Iteration 14Q: 3 clusters Score -1.31079e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -13107995.000000 Penalty: 3750.663086
	Iteration 15Q: 3 clusters Score -1.3108e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -13108077.000000 Penalty: 3750.663086
	Iteration 16Q: 3 clusters Score -1.310808e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -13108177.000000 Penalty: 3750.663086
	Iteration 17Q: 3 clusters Score -1.310818e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -13108302.000000 Penalty: 3750.663086
	Iteration 18Q: 3 clusters Score -1.31083e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -13108417.000000 Penalty: 3750.663086
	Iteration 19Q: 3 clusters Score -1.310842e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
Score: -13108472.000000 Penalty: 3750.663086
	Iteration 20F: 3 clusters Score -1.310847e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -13108490.000000 Penalty: 3750.663086
	Iteration 21Q: 3 clusters Score -1.310849e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -13108502.000000 Penalty: 3750.663086
	Iteration 22Q: 3 clusters Score -1.31085e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -13108578.000000 Penalty: 3750.663086
	Iteration 23Q: 3 clusters Score -1.310858e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -13108616.000000 Penalty: 3750.663086
	Iteration 24Q: 3 clusters Score -1.310862e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -13108636.000000 Penalty: 3750.663086
	Iteration 25Q: 3 clusters Score -1.310864e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -13108708.000000 Penalty: 3750.663086
	Iteration 26Q: 3 clusters Score -1.310871e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -13108715.000000 Penalty: 3750.663086
	Iteration 27Q: 3 clusters Score -1.310872e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -13108730.000000 Penalty: 3750.663086
	Iteration 28Q: 3 clusters Score -1.310873e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -13108715.000000 Penalty: 3750.663086
	Iteration 29Q: 3 clusters Score -1.310872e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -13108755.000000 Penalty: 3750.663086
	Iteration 30Q: 3 clusters Score -1.310876e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -13108786.000000 Penalty: 3750.663086
	Iteration 31Q: 3 clusters Score -1.310879e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -13108814.000000 Penalty: 3750.663086
	Iteration 32Q: 3 clusters Score -1.310881e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -13108816.000000 Penalty: 3750.663086
	Iteration 33Q: 3 clusters Score -1.310882e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -13108824.000000 Penalty: 3750.663086
	Iteration 34Q: 3 clusters Score -1.310882e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -13108817.000000 Penalty: 3750.663086
	Iteration 35Q: 3 clusters Score -1.310882e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -13108837.000000 Penalty: 3750.663086
	Iteration 36Q: 3 clusters Score -1.310884e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -13108861.000000 Penalty: 3750.663086
	Iteration 37Q: 3 clusters Score -1.310886e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -13108896.000000 Penalty: 3750.663086
	Iteration 38Q: 3 clusters Score -1.31089e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -13108891.000000 Penalty: 3750.663086
	Iteration 39Q: 3 clusters Score -1.310889e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -13108876.000000 Penalty: 3750.663086
	Iteration 40F: 3 clusters Score -1.310888e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -13108882.000000 Penalty: 3750.663086
	Iteration 41Q: 3 clusters Score -1.310888e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -13108890.000000 Penalty: 3750.663086
	Iteration 42Q: 3 clusters Score -1.310889e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -13108907.000000 Penalty: 3750.663086
	Iteration 43Q: 3 clusters Score -1.310891e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -13108875.000000 Penalty: 3750.663086
	Iteration 44Q: 3 clusters Score -1.310888e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -13108900.000000 Penalty: 3750.663086
	Iteration 45Q: 3 clusters Score -1.31089e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -13108922.000000 Penalty: 3750.663086
	Iteration 46Q: 3 clusters Score -1.310892e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -13108968.000000 Penalty: 3750.663086
	Iteration 47Q: 3 clusters Score -1.310897e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -13108982.000000 Penalty: 3750.663086
	Iteration 48Q: 3 clusters Score -1.310898e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -13108986.000000 Penalty: 3750.663086
	Iteration 49Q: 3 clusters Score -1.310899e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -13109011.000000 Penalty: 3750.663086
	Iteration 50Q: 3 clusters Score -1.310901e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -13108998.000000 Penalty: 3750.663086
	Iteration 51Q: 3 clusters Score -1.3109e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -13108974.000000 Penalty: 3750.663086
	Iteration 52Q: 3 clusters Score -1.310897e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -13108966.000000 Penalty: 3750.663086
	Iteration 53Q: 3 clusters Score -1.310897e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -13109012.000000 Penalty: 3750.663086
	Iteration 54Q: 3 clusters Score -1.310901e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -13109043.000000 Penalty: 3750.663086
	Iteration 55Q: 3 clusters Score -1.310904e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -13109021.000000 Penalty: 3750.663086
	Iteration 56Q: 3 clusters Score -1.310902e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -13109061.000000 Penalty: 3750.663086
	Iteration 57Q: 3 clusters Score -1.310906e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -13109069.000000 Penalty: 3750.663086
	Iteration 58Q: 3 clusters Score -1.310907e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -13109054.000000 Penalty: 3750.663086
	Iteration 59Q: 3 clusters Score -1.310905e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -13109077.000000 Penalty: 3750.663086
	Iteration 60F: 3 clusters Score -1.310908e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -13109093.000000 Penalty: 3750.663086
	Iteration 61Q: 3 clusters Score -1.310909e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -13109105.000000 Penalty: 3750.663086
	Iteration 62Q: 3 clusters Score -1.31091e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -13109077.000000 Penalty: 3750.663086
	Iteration 63Q: 3 clusters Score -1.310908e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -13109084.000000 Penalty: 3750.663086
	Iteration 64Q: 3 clusters Score -1.310908e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -13109081.000000 Penalty: 3750.663086
	Iteration 65Q: 3 clusters Score -1.310908e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -13109135.000000 Penalty: 3750.663086
	Iteration 66Q: 3 clusters Score -1.310914e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -13109262.000000 Penalty: 3750.663086
	Iteration 67Q: 3 clusters Score -1.310926e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -13109388.000000 Penalty: 3750.663086
	Iteration 68Q: 3 clusters Score -1.310939e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -13109422.000000 Penalty: 3750.663086
	Iteration 69Q: 3 clusters Score -1.310942e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -13109471.000000 Penalty: 3750.663086
	Iteration 70Q: 3 clusters Score -1.310947e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -13109571.000000 Penalty: 3750.663086
	Iteration 71Q: 3 clusters Score -1.310957e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -13109745.000000 Penalty: 3750.663086
	Iteration 72Q: 3 clusters Score -1.310974e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -13109842.000000 Penalty: 3750.663086
	Iteration 73Q: 3 clusters Score -1.310984e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -13109985.000000 Penalty: 3750.663086
	Iteration 74Q: 3 clusters Score -1.310998e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -13110108.000000 Penalty: 3750.663086
	Iteration 75Q: 3 clusters Score -1.311011e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -13110321.000000 Penalty: 3750.663086
	Iteration 76Q: 3 clusters Score -1.311032e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -13110468.000000 Penalty: 3750.663086
	Iteration 77Q: 3 clusters Score -1.311047e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -13110685.000000 Penalty: 3750.663086
	Iteration 78Q: 3 clusters Score -1.311068e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -13110916.000000 Penalty: 3750.663086
	Iteration 79Q: 3 clusters Score -1.311092e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -13111239.000000 Penalty: 3750.663086
	Iteration 80F: 3 clusters Score -1.311124e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -13111557.000000 Penalty: 3750.663086
	Iteration 81Q: 3 clusters Score -1.311156e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -13112015.000000 Penalty: 3750.663086
	Iteration 82Q: 3 clusters Score -1.311202e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -13112355.000000 Penalty: 3750.663086
	Iteration 83Q: 3 clusters Score -1.311236e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -13112658.000000 Penalty: 3750.663086
	Iteration 84Q: 3 clusters Score -1.311266e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -13113010.000000 Penalty: 3750.663086
	Iteration 85Q: 3 clusters Score -1.311301e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -13113439.000000 Penalty: 3750.663086
	Iteration 86Q: 3 clusters Score -1.311344e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -13113882.000000 Penalty: 3750.663086
	Iteration 87Q: 3 clusters Score -1.311388e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -13114248.000000 Penalty: 3750.663086
	Iteration 88Q: 3 clusters Score -1.311425e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91373 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -13114636.000000 Penalty: 3750.663086
	Iteration 89Q: 3 clusters Score -1.311464e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -13115049.000000 Penalty: 3750.663086
	Iteration 90Q: 3 clusters Score -1.311505e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -13115419.000000 Penalty: 3750.663086
	Iteration 91Q: 3 clusters Score -1.311542e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -13115768.000000 Penalty: 3750.663086
	Iteration 92Q: 3 clusters Score -1.311577e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -13116088.000000 Penalty: 3750.663086
	Iteration 93Q: 3 clusters Score -1.311609e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -13116335.000000 Penalty: 3750.663086
	Iteration 94Q: 3 clusters Score -1.311634e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -13116593.000000 Penalty: 3750.663086
	Iteration 95Q: 3 clusters Score -1.311659e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -13116779.000000 Penalty: 3750.663086
	Iteration 96Q: 3 clusters Score -1.311678e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -13116954.000000 Penalty: 3750.663086
	Iteration 97Q: 3 clusters Score -1.311695e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -13117019.000000 Penalty: 3750.663086
	Iteration 98Q: 3 clusters Score -1.311702e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -13117145.000000 Penalty: 3750.663086
	Iteration 99Q: 3 clusters Score -1.311714e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -13117245.000000 Penalty: 3750.663086
	Iteration 100F: 3 clusters Score -1.311724e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99891 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -13117300.000000 Penalty: 3750.663086
	Iteration 101Q: 3 clusters Score -1.31173e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100134 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -13117328.000000 Penalty: 3750.663086
	Iteration 102Q: 3 clusters Score -1.311733e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -13117322.000000 Penalty: 3750.663086
	Iteration 103Q: 3 clusters Score -1.311732e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -13117320.000000 Penalty: 3750.663086
	Iteration 104Q: 3 clusters Score -1.311732e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -13117316.000000 Penalty: 3750.663086
	Iteration 105Q: 3 clusters Score -1.311732e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -13117356.000000 Penalty: 3750.663086
	Iteration 106Q: 3 clusters Score -1.311736e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -13117403.000000 Penalty: 3750.663086
	Iteration 107Q: 3 clusters Score -1.31174e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -13117424.000000 Penalty: 3750.663086
	Iteration 108Q: 3 clusters Score -1.311742e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13117427.000000 Penalty: 3750.663086
	Iteration 109Q: 3 clusters Score -1.311743e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101194 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13117426.000000 Penalty: 3750.663086
	Iteration 110Q: 3 clusters Score -1.311743e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13117451.000000 Penalty: 3750.663086
	Iteration 111Q: 3 clusters Score -1.311745e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13117457.000000 Penalty: 3750.663086
	Iteration 112Q: 3 clusters Score -1.311746e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -13117437.000000 Penalty: 3750.663086
	Iteration 113Q: 3 clusters Score -1.311744e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13117435.000000 Penalty: 3750.663086
	Iteration 114Q: 3 clusters Score -1.311744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13117427.000000 Penalty: 3750.663086
	Iteration 115Q: 3 clusters Score -1.311743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13117412.000000 Penalty: 3750.663086
	Iteration 116Q: 3 clusters Score -1.311741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -13117414.000000 Penalty: 3750.663086
	Iteration 117Q: 3 clusters Score -1.311741e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -13117405.000000 Penalty: 3750.663086
	Iteration 118Q: 3 clusters Score -1.31174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13117412.000000 Penalty: 3750.663086
	Iteration 119Q: 3 clusters Score -1.311741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13117425.000000 Penalty: 3750.663086
	Iteration 120F: 3 clusters Score -1.311742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -13117426.000000 Penalty: 3750.663086
	Iteration 121Q: 3 clusters Score -1.311743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13117444.000000 Penalty: 3750.663086
	Iteration 122Q: 3 clusters Score -1.311744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13117441.000000 Penalty: 3750.663086
	Iteration 123Q: 3 clusters Score -1.311744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13117444.000000 Penalty: 3750.663086
	Iteration 124Q: 3 clusters Score -1.311744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13117424.000000 Penalty: 3750.663086
	Iteration 125Q: 3 clusters Score -1.311742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13117428.000000 Penalty: 3750.663086
	Iteration 126Q: 3 clusters Score -1.311743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -13117423.000000 Penalty: 3750.663086
	Iteration 127Q: 3 clusters Score -1.311742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13117425.000000 Penalty: 3750.663086
	Iteration 128Q: 3 clusters Score -1.311742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13117432.000000 Penalty: 3750.663086
	Iteration 129Q: 3 clusters Score -1.311743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13117432.000000 Penalty: 3750.663086
	Iteration 130F: 3 clusters Score -1.311743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -38810.777344 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -38810.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37958.332031 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -37958.33 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38212.472656 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -38212.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38361.308594 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -38361.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38418.609375 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -38418.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38423.886719 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -38423.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38423.886719 Penalty: 1901.030518
	Iteration 5F: 3 clusters Score -38423.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Entering Unmasked Estep 
Score: -1905452.375000 Penalty: 1564.581665
	Iteration 0F: 2 clusters Score -1905452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1894919.125000 Penalty: 3129.163330
	Iteration 0F: 3 clusters Score -1894919 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1898534.500000 Penalty: 3129.163330
	Iteration 1F: 3 clusters Score -1898534 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1898771.375000 Penalty: 3129.163330
	Iteration 2Q: 3 clusters Score -1898771 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1898965.500000 Penalty: 3129.163330
	Iteration 3Q: 3 clusters Score -1898966 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1899177.375000 Penalty: 3129.163330
	Iteration 4Q: 3 clusters Score -1899177 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1899410.125000 Penalty: 3129.163330
	Iteration 5Q: 3 clusters Score -1899410 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1899693.125000 Penalty: 3129.163330
	Iteration 6Q: 3 clusters Score -1899693 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1900042.375000 Penalty: 3129.163330
	Iteration 7Q: 3 clusters Score -1900042 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1900555.750000 Penalty: 3129.163330
	Iteration 8F: 3 clusters Score -1900556 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1901222.625000 Penalty: 3129.163330
	Iteration 9F: 3 clusters Score -1901223 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1902036.625000 Penalty: 3129.163330
	Iteration 10F: 3 clusters Score -1902037 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1902826.125000 Penalty: 3129.163330
	Iteration 11F: 3 clusters Score -1902826 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1903387.250000 Penalty: 3129.163330
	Iteration 12Q: 3 clusters Score -1903387 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1903704.375000 Penalty: 3129.163330
	Iteration 13Q: 3 clusters Score -1903704 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1903885.500000 Penalty: 3129.163330
	Iteration 14Q: 3 clusters Score -1903886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1903972.750000 Penalty: 3129.163330
	Iteration 15Q: 3 clusters Score -1903973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1904011.500000 Penalty: 3129.163330
	Iteration 16Q: 3 clusters Score -1904012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1904042.375000 Penalty: 3129.163330
	Iteration 17Q: 3 clusters Score -1904042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1904048.875000 Penalty: 3129.163330
	Iteration 18Q: 3 clusters Score -1904049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1904058.000000 Penalty: 3129.163330
	Iteration 19Q: 3 clusters Score -1904058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1904064.375000 Penalty: 3129.163330
	Iteration 20F: 3 clusters Score -1904064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1904070.500000 Penalty: 3129.163330
	Iteration 21Q: 3 clusters Score -1904070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1904072.625000 Penalty: 3129.163330
	Iteration 22Q: 3 clusters Score -1904073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1904077.875000 Penalty: 3129.163330
	Iteration 23Q: 3 clusters Score -1904078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1904078.125000 Penalty: 3129.163330
	Iteration 24Q: 3 clusters Score -1904078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1904079.875000 Penalty: 3129.163330
	Iteration 25Q: 3 clusters Score -1904080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1904079.875000 Penalty: 3129.163330
	Iteration 26F: 3 clusters Score -1904080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -268113.375000 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -268113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -265977.781250 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -265977.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -266401.812500 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -266401.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -266489.375000 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -266489.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -266547.968750 Penalty: 2474.170166
	Iteration 3Q: 3 clusters Score -266548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -266594.218750 Penalty: 2474.170166
	Iteration 4Q: 3 clusters Score -266594.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -266628.531250 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -266628.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -266647.562500 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -266647.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -266665.781250 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -266665.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -266680.468750 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -266680.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -266690.718750 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -266690.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -266704.031250 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -266704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -266720.656250 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -266720.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -266731.468750 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -266731.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -266740.937500 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -266740.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -266752.718750 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -266752.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -266757.812500 Penalty: 2474.170166
	Iteration 15Q: 3 clusters Score -266757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -266762.437500 Penalty: 2474.170166
	Iteration 16Q: 3 clusters Score -266762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -266765.468750 Penalty: 2474.170166
	Iteration 17Q: 3 clusters Score -266765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -266769.312500 Penalty: 2474.170166
	Iteration 18Q: 3 clusters Score -266769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -266773.531250 Penalty: 2474.170166
	Iteration 19Q: 3 clusters Score -266773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -266776.281250 Penalty: 2474.170166
	Iteration 20F: 3 clusters Score -266776.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -266779.656250 Penalty: 2474.170166
	Iteration 21Q: 3 clusters Score -266779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -266781.187500 Penalty: 2474.170166
	Iteration 22Q: 3 clusters Score -266781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -266782.531250 Penalty: 2474.170166
	Iteration 23Q: 3 clusters Score -266782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -266783.750000 Penalty: 2474.170166
	Iteration 24Q: 3 clusters Score -266783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -266786.062500 Penalty: 2474.170166
	Iteration 25Q: 3 clusters Score -266786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -266787.718750 Penalty: 2474.170166
	Iteration 26Q: 3 clusters Score -266787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -266787.750000 Penalty: 2474.170166
	Iteration 27Q: 3 clusters Score -266787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -266787.750000 Penalty: 2474.170166
	Iteration 28F: 3 clusters Score -266787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Entering Unmasked Estep 
Score: -13776044.000000 Penalty: 1880.802856
	Iteration 0F: 2 clusters Score -1.377604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -13712297.000000 Penalty: 3761.605713
	Iteration 0F: 3 clusters Score -1.37123e+07 nChanged 50787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -13741626.000000 Penalty: 3761.605713
	Iteration 1F: 3 clusters Score -1.374163e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -13742442.000000 Penalty: 3761.605713
	Iteration 2Q: 3 clusters Score -1.374244e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -13743634.000000 Penalty: 3761.605713
	Iteration 3Q: 3 clusters Score -1.374363e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -13745312.000000 Penalty: 3761.605713
	Iteration 4Q: 3 clusters Score -1.374531e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -13748172.000000 Penalty: 3761.605713
	Iteration 5F: 3 clusters Score -1.374817e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -13751624.000000 Penalty: 3761.605713
	Iteration 6F: 3 clusters Score -1.375162e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -13755725.000000 Penalty: 3761.605713
	Iteration 7F: 3 clusters Score -1.375572e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -13759689.000000 Penalty: 3761.605713
	Iteration 8F: 3 clusters Score -1.375969e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -13762989.000000 Penalty: 3761.605713
	Iteration 9Q: 3 clusters Score -1.376299e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -13765617.000000 Penalty: 3761.605713
	Iteration 10Q: 3 clusters Score -1.376562e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -13767952.000000 Penalty: 3761.605713
	Iteration 11Q: 3 clusters Score -1.376795e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -13769907.000000 Penalty: 3761.605713
	Iteration 12Q: 3 clusters Score -1.376991e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102052 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -13771677.000000 Penalty: 3761.605713
	Iteration 13Q: 3 clusters Score -1.377168e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -13772813.000000 Penalty: 3761.605713
	Iteration 14Q: 3 clusters Score -1.377281e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104453 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13773485.000000 Penalty: 3761.605713
	Iteration 15Q: 3 clusters Score -1.377348e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -13773809.000000 Penalty: 3761.605713
	Iteration 16Q: 3 clusters Score -1.377381e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -13774061.000000 Penalty: 3761.605713
	Iteration 17Q: 3 clusters Score -1.377406e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105677 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13774206.000000 Penalty: 3761.605713
	Iteration 18Q: 3 clusters Score -1.377421e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13774293.000000 Penalty: 3761.605713
	Iteration 19Q: 3 clusters Score -1.377429e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -13774333.000000 Penalty: 3761.605713
	Iteration 20F: 3 clusters Score -1.377433e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -13774363.000000 Penalty: 3761.605713
	Iteration 21Q: 3 clusters Score -1.377436e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105944 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13774405.000000 Penalty: 3761.605713
	Iteration 22Q: 3 clusters Score -1.37744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13774426.000000 Penalty: 3761.605713
	Iteration 23Q: 3 clusters Score -1.377443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13774437.000000 Penalty: 3761.605713
	Iteration 24Q: 3 clusters Score -1.377444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13774440.000000 Penalty: 3761.605713
	Iteration 25Q: 3 clusters Score -1.377444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13774445.000000 Penalty: 3761.605713
	Iteration 26Q: 3 clusters Score -1.377444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13774448.000000 Penalty: 3761.605713
	Iteration 27Q: 3 clusters Score -1.377445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -13774462.000000 Penalty: 3761.605713
	Iteration 28Q: 3 clusters Score -1.377446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13774452.000000 Penalty: 3761.605713
	Iteration 29Q: 3 clusters Score -1.377445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -13774450.000000 Penalty: 3761.605713
	Iteration 30Q: 3 clusters Score -1.377445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -13774450.000000 Penalty: 3761.605713
	Iteration 31F: 3 clusters Score -1.377445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Entering Unmasked Estep 
Score: -1243893.625000 Penalty: 1491.378418
	Iteration 0F: 2 clusters Score -1243894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1236898.375000 Penalty: 2982.756836
	Iteration 0F: 3 clusters Score -1236898 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1239166.750000 Penalty: 2982.756836
	Iteration 1F: 3 clusters Score -1239167 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1239371.750000 Penalty: 2982.756836
	Iteration 2F: 3 clusters Score -1239372 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1239564.375000 Penalty: 2982.756836
	Iteration 3Q: 3 clusters Score -1239564 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1239786.500000 Penalty: 2982.756836
	Iteration 4Q: 3 clusters Score -1239786 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1240078.375000 Penalty: 2982.756836
	Iteration 5F: 3 clusters Score -1240078 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1240471.750000 Penalty: 2982.756836
	Iteration 6F: 3 clusters Score -1240472 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1240919.750000 Penalty: 2982.756836
	Iteration 7F: 3 clusters Score -1240920 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1241400.750000 Penalty: 2982.756836
	Iteration 8F: 3 clusters Score -1241401 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1241808.125000 Penalty: 2982.756836
	Iteration 9Q: 3 clusters Score -1241808 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1242091.500000 Penalty: 2982.756836
	Iteration 10Q: 3 clusters Score -1242092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1242263.125000 Penalty: 2982.756836
	Iteration 11Q: 3 clusters Score -1242263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1242381.500000 Penalty: 2982.756836
	Iteration 12Q: 3 clusters Score -1242382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1242439.000000 Penalty: 2982.756836
	Iteration 13Q: 3 clusters Score -1242439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1242481.250000 Penalty: 2982.756836
	Iteration 14Q: 3 clusters Score -1242481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1242505.750000 Penalty: 2982.756836
	Iteration 15Q: 3 clusters Score -1242506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1242522.625000 Penalty: 2982.756836
	Iteration 16Q: 3 clusters Score -1242523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1242533.250000 Penalty: 2982.756836
	Iteration 17Q: 3 clusters Score -1242533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1242545.500000 Penalty: 2982.756836
	Iteration 18Q: 3 clusters Score -1242546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1242554.500000 Penalty: 2982.756836
	Iteration 19Q: 3 clusters Score -1242554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1242560.625000 Penalty: 2982.756836
	Iteration 20F: 3 clusters Score -1242561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1242564.750000 Penalty: 2982.756836
	Iteration 21Q: 3 clusters Score -1242565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1242566.875000 Penalty: 2982.756836
	Iteration 22Q: 3 clusters Score -1242567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1242567.750000 Penalty: 2982.756836
	Iteration 23Q: 3 clusters Score -1242568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1242569.375000 Penalty: 2982.756836
	Iteration 24Q: 3 clusters Score -1242569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1242569.375000 Penalty: 2982.756836
	Iteration 25F: 3 clusters Score -1242569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (109660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Entering Unmasked Estep 
Score: -13979096.000000 Penalty: 1885.835205
	Iteration 0F: 2 clusters Score -1.39791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -13907452.000000 Penalty: 3771.670410
	Iteration 0F: 3 clusters Score -1.390745e+07 nChanged 52475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -13937602.000000 Penalty: 3771.670410
	Iteration 1F: 3 clusters Score -1.39376e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -13938483.000000 Penalty: 3771.670410
	Iteration 2Q: 3 clusters Score -1.393848e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -13939818.000000 Penalty: 3771.670410
	Iteration 3Q: 3 clusters Score -1.393982e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -13942318.000000 Penalty: 3771.670410
	Iteration 4Q: 3 clusters Score -1.394232e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -13946880.000000 Penalty: 3771.670410
	Iteration 5F: 3 clusters Score -1.394688e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -13954459.000000 Penalty: 3771.670410
	Iteration 6F: 3 clusters Score -1.395446e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -13963946.000000 Penalty: 3771.670410
	Iteration 7F: 3 clusters Score -1.396395e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -13971300.000000 Penalty: 3771.670410
	Iteration 8F: 3 clusters Score -1.39713e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 106455 members 
Entering Unmasked Estep 
Score: -13975128.000000 Penalty: 3771.670410
	Iteration 9Q: 3 clusters Score -1.397513e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 108345 members 
Entering Unmasked Estep 
Score: -13976619.000000 Penalty: 3771.670410
	Iteration 10Q: 3 clusters Score -1.397662e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 109002 members 
Entering Unmasked Estep 
Score: -13977143.000000 Penalty: 3771.670410
	Iteration 11Q: 3 clusters Score -1.397714e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -13977314.000000 Penalty: 3771.670410
	Iteration 12Q: 3 clusters Score -1.397731e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 109279 members 
Entering Unmasked Estep 
Score: -13977412.000000 Penalty: 3771.670410
	Iteration 13Q: 3 clusters Score -1.397741e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -13977469.000000 Penalty: 3771.670410
	Iteration 14Q: 3 clusters Score -1.397747e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 109329 members 
Entering Unmasked Estep 
Score: -13977512.000000 Penalty: 3771.670410
	Iteration 15Q: 3 clusters Score -1.397751e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -13977528.000000 Penalty: 3771.670410
	Iteration 16Q: 3 clusters Score -1.397753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -13977567.000000 Penalty: 3771.670410
	Iteration 17Q: 3 clusters Score -1.397757e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -13977602.000000 Penalty: 3771.670410
	Iteration 18Q: 3 clusters Score -1.39776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -13977625.000000 Penalty: 3771.670410
	Iteration 19Q: 3 clusters Score -1.397762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 109346 members 
Entering Unmasked Estep 
Score: -13977646.000000 Penalty: 3771.670410
	Iteration 20F: 3 clusters Score -1.397765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 109336 members 
Entering Unmasked Estep 
Score: -13977663.000000 Penalty: 3771.670410
	Iteration 21Q: 3 clusters Score -1.397766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 109328 members 
Entering Unmasked Estep 
Score: -13977681.000000 Penalty: 3771.670410
	Iteration 22Q: 3 clusters Score -1.397768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 109324 members 
Entering Unmasked Estep 
Score: -13977690.000000 Penalty: 3771.670410
	Iteration 23Q: 3 clusters Score -1.397769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 109325 members 
Entering Unmasked Estep 
Score: -13977693.000000 Penalty: 3771.670410
	Iteration 24Q: 3 clusters Score -1.397769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -13977694.000000 Penalty: 3771.670410
	Iteration 25Q: 3 clusters Score -1.397769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109318 members 
Entering Unmasked Estep 
Score: -13977698.000000 Penalty: 3771.670410
	Iteration 26Q: 3 clusters Score -1.39777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -13977705.000000 Penalty: 3771.670410
	Iteration 27Q: 3 clusters Score -1.39777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -13977713.000000 Penalty: 3771.670410
	Iteration 28Q: 3 clusters Score -1.397771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -13977707.000000 Penalty: 3771.670410
	Iteration 29Q: 3 clusters Score -1.397771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -13977720.000000 Penalty: 3771.670410
	Iteration 30Q: 3 clusters Score -1.397772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 109322 members 
Entering Unmasked Estep 
Score: -13977733.000000 Penalty: 3771.670410
	Iteration 31Q: 3 clusters Score -1.397773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 109320 members 
Entering Unmasked Estep 
Score: -13977733.000000 Penalty: 3771.670410
	Iteration 32Q: 3 clusters Score -1.397773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -13977752.000000 Penalty: 3771.670410
	Iteration 33Q: 3 clusters Score -1.397775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109318 members 
Entering Unmasked Estep 
Score: -13977761.000000 Penalty: 3771.670410
	Iteration 34Q: 3 clusters Score -1.397776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -13977759.000000 Penalty: 3771.670410
	Iteration 35Q: 3 clusters Score -1.397776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 109317 members 
Entering Unmasked Estep 
Score: -13977769.000000 Penalty: 3771.670410
	Iteration 36Q: 3 clusters Score -1.397777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 109314 members 
Entering Unmasked Estep 
Score: -13977761.000000 Penalty: 3771.670410
	Iteration 37Q: 3 clusters Score -1.397776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -13977757.000000 Penalty: 3771.670410
	Iteration 38Q: 3 clusters Score -1.397776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -13977768.000000 Penalty: 3771.670410
	Iteration 39Q: 3 clusters Score -1.397777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 109314 members 
Entering Unmasked Estep 
Score: -13977763.000000 Penalty: 3771.670410
	Iteration 40F: 3 clusters Score -1.397776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -29890.937500 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -29890.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29069.162109 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -29069.16 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29410.236328 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -29410.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29657.562500 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -29657.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29904.691406 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -29904.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29995.496094 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -29995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30035.619141 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -30035.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30067.097656 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -30067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30109.570312 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -30109.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30168.316406 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -30168.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30182.046875 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -30182.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30194.070312 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -30194.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30195.884766 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -30195.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30196.435547 Penalty: 1960.753052
	Iteration 12F: 3 clusters Score -30196.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30205.517578 Penalty: 1960.753052
	Iteration 13Q: 3 clusters Score -30205.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30206.697266 Penalty: 1960.753052
	Iteration 14Q: 3 clusters Score -30206.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30206.697266 Penalty: 1960.753052
	Iteration 15F: 3 clusters Score -30206.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102796 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 106316 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 109660 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 113266 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 35785 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74347 members 
Entering Unmasked Estep 
Score: -72821712.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72822504.000000 to -72821712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (113266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113266 members 
Entering Unmasked Estep 
Score: -14481522.000000 Penalty: 1891.092773
	Iteration 0F: 2 clusters Score -1.448152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -14411355.000000 Penalty: 3782.185547
	Iteration 0F: 3 clusters Score -1.441136e+07 nChanged 54347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -14443668.000000 Penalty: 3782.185547
	Iteration 1F: 3 clusters Score -1.444367e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -14444609.000000 Penalty: 3782.185547
	Iteration 2Q: 3 clusters Score -1.444461e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -14446179.000000 Penalty: 3782.185547
	Iteration 3Q: 3 clusters Score -1.444618e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -14448424.000000 Penalty: 3782.185547
	Iteration 4Q: 3 clusters Score -1.444842e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -14452251.000000 Penalty: 3782.185547
	Iteration 5F: 3 clusters Score -1.445225e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -14457635.000000 Penalty: 3782.185547
	Iteration 6F: 3 clusters Score -1.445764e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -14463808.000000 Penalty: 3782.185547
	Iteration 7F: 3 clusters Score -1.446381e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -14468576.000000 Penalty: 3782.185547
	Iteration 8F: 3 clusters Score -1.446858e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -14470737.000000 Penalty: 3782.185547
	Iteration 9Q: 3 clusters Score -1.447074e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -14471505.000000 Penalty: 3782.185547
	Iteration 10Q: 3 clusters Score -1.44715e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -14471858.000000 Penalty: 3782.185547
	Iteration 11Q: 3 clusters Score -1.447186e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -14472124.000000 Penalty: 3782.185547
	Iteration 12Q: 3 clusters Score -1.447212e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -14472413.000000 Penalty: 3782.185547
	Iteration 13Q: 3 clusters Score -1.447241e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -14472711.000000 Penalty: 3782.185547
	Iteration 14Q: 3 clusters Score -1.447271e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -14472964.000000 Penalty: 3782.185547
	Iteration 15Q: 3 clusters Score -1.447296e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
Score: -14473250.000000 Penalty: 3782.185547
	Iteration 16Q: 3 clusters Score -1.447325e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -14473508.000000 Penalty: 3782.185547
	Iteration 17Q: 3 clusters Score -1.447351e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -14473754.000000 Penalty: 3782.185547
	Iteration 18Q: 3 clusters Score -1.447375e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -14474092.000000 Penalty: 3782.185547
	Iteration 19Q: 3 clusters Score -1.447409e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -14474355.000000 Penalty: 3782.185547
	Iteration 20F: 3 clusters Score -1.447436e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -14474640.000000 Penalty: 3782.185547
	Iteration 21Q: 3 clusters Score -1.447464e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -14474917.000000 Penalty: 3782.185547
	Iteration 22Q: 3 clusters Score -1.447492e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -14475159.000000 Penalty: 3782.185547
	Iteration 23Q: 3 clusters Score -1.447516e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -14475456.000000 Penalty: 3782.185547
	Iteration 24Q: 3 clusters Score -1.447546e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -14475643.000000 Penalty: 3782.185547
	Iteration 25Q: 3 clusters Score -1.447564e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 91046 members 
Entering Unmasked Estep 
Score: -14475884.000000 Penalty: 3782.185547
	Iteration 26Q: 3 clusters Score -1.447588e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -14476143.000000 Penalty: 3782.185547
	Iteration 27Q: 3 clusters Score -1.447614e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -14476434.000000 Penalty: 3782.185547
	Iteration 28Q: 3 clusters Score -1.447643e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -14476681.000000 Penalty: 3782.185547
	Iteration 29Q: 3 clusters Score -1.447668e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -14476963.000000 Penalty: 3782.185547
	Iteration 30Q: 3 clusters Score -1.447696e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 95891 members 
Entering Unmasked Estep 
Score: -14477280.000000 Penalty: 3782.185547
	Iteration 31Q: 3 clusters Score -1.447728e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -14477555.000000 Penalty: 3782.185547
	Iteration 32Q: 3 clusters Score -1.447756e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -14477808.000000 Penalty: 3782.185547
	Iteration 33Q: 3 clusters Score -1.447781e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -14478039.000000 Penalty: 3782.185547
	Iteration 34Q: 3 clusters Score -1.447804e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 99516 members 
Entering Unmasked Estep 
Score: -14478277.000000 Penalty: 3782.185547
	Iteration 35Q: 3 clusters Score -1.447828e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 100313 members 
Entering Unmasked Estep 
Score: -14478462.000000 Penalty: 3782.185547
	Iteration 36Q: 3 clusters Score -1.447846e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -14478566.000000 Penalty: 3782.185547
	Iteration 37Q: 3 clusters Score -1.447857e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 101820 members 
Entering Unmasked Estep 
Score: -14478737.000000 Penalty: 3782.185547
	Iteration 38Q: 3 clusters Score -1.447874e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 102552 members 
Entering Unmasked Estep 
Score: -14478882.000000 Penalty: 3782.185547
	Iteration 39Q: 3 clusters Score -1.447888e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -14478963.000000 Penalty: 3782.185547
	Iteration 40F: 3 clusters Score -1.447896e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 103908 members 
Entering Unmasked Estep 
Score: -14479034.000000 Penalty: 3782.185547
	Iteration 41Q: 3 clusters Score -1.447903e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -14479307.000000 Penalty: 3782.185547
	Iteration 42Q: 3 clusters Score -1.447931e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 105144 members 
Entering Unmasked Estep 
Score: -14479468.000000 Penalty: 3782.185547
	Iteration 43Q: 3 clusters Score -1.447947e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -14479631.000000 Penalty: 3782.185547
	Iteration 44Q: 3 clusters Score -1.447963e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -14479767.000000 Penalty: 3782.185547
	Iteration 45Q: 3 clusters Score -1.447977e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
Score: -14479889.000000 Penalty: 3782.185547
	Iteration 46Q: 3 clusters Score -1.447989e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 107569 members 
Entering Unmasked Estep 
Score: -14480095.000000 Penalty: 3782.185547
	Iteration 47Q: 3 clusters Score -1.44801e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -14480243.000000 Penalty: 3782.185547
	Iteration 48Q: 3 clusters Score -1.448024e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 108537 members 
Entering Unmasked Estep 
Score: -14480355.000000 Penalty: 3782.185547
	Iteration 49Q: 3 clusters Score -1.448036e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
Score: -14480433.000000 Penalty: 3782.185547
	Iteration 50Q: 3 clusters Score -1.448043e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -14480500.000000 Penalty: 3782.185547
	Iteration 51Q: 3 clusters Score -1.44805e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 109731 members 
Entering Unmasked Estep 
Score: -14480547.000000 Penalty: 3782.185547
	Iteration 52Q: 3 clusters Score -1.448055e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 110031 members 
Entering Unmasked Estep 
Score: -14480551.000000 Penalty: 3782.185547
	Iteration 53Q: 3 clusters Score -1.448055e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 110288 members 
Entering Unmasked Estep 
Score: -14480534.000000 Penalty: 3782.185547
	Iteration 54Q: 3 clusters Score -1.448053e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -14480506.000000 Penalty: 3782.185547
	Iteration 55Q: 3 clusters Score -1.448051e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -14480568.000000 Penalty: 3782.185547
	Iteration 56Q: 3 clusters Score -1.448057e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 111000 members 
Entering Unmasked Estep 
Score: -14480579.000000 Penalty: 3782.185547
	Iteration 57Q: 3 clusters Score -1.448058e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -14480547.000000 Penalty: 3782.185547
	Iteration 58Q: 3 clusters Score -1.448055e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 111317 members 
Entering Unmasked Estep 
Score: -14480573.000000 Penalty: 3782.185547
	Iteration 59Q: 3 clusters Score -1.448057e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 111431 members 
Entering Unmasked Estep 
Score: -14480589.000000 Penalty: 3782.185547
	Iteration 60F: 3 clusters Score -1.448059e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 111530 members 
Entering Unmasked Estep 
Score: -14480558.000000 Penalty: 3782.185547
	Iteration 61Q: 3 clusters Score -1.448056e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 111622 members 
Entering Unmasked Estep 
Score: -14480539.000000 Penalty: 3782.185547
	Iteration 62Q: 3 clusters Score -1.448054e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 111697 members 
Entering Unmasked Estep 
Score: -14480536.000000 Penalty: 3782.185547
	Iteration 63Q: 3 clusters Score -1.448054e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 111753 members 
Entering Unmasked Estep 
Score: -14480531.000000 Penalty: 3782.185547
	Iteration 64Q: 3 clusters Score -1.448053e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 111802 members 
Entering Unmasked Estep 
Score: -14480500.000000 Penalty: 3782.185547
	Iteration 65Q: 3 clusters Score -1.44805e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 111859 members 
Entering Unmasked Estep 
Score: -14480488.000000 Penalty: 3782.185547
	Iteration 66Q: 3 clusters Score -1.448049e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 111909 members 
Entering Unmasked Estep 
Score: -14480495.000000 Penalty: 3782.185547
	Iteration 67Q: 3 clusters Score -1.44805e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -14480503.000000 Penalty: 3782.185547
	Iteration 68Q: 3 clusters Score -1.44805e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 111982 members 
Entering Unmasked Estep 
Score: -14480518.000000 Penalty: 3782.185547
	Iteration 69Q: 3 clusters Score -1.448052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -14480515.000000 Penalty: 3782.185547
	Iteration 70Q: 3 clusters Score -1.448052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -14480507.000000 Penalty: 3782.185547
	Iteration 71Q: 3 clusters Score -1.448051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 112095 members 
Entering Unmasked Estep 
Score: -14480486.000000 Penalty: 3782.185547
	Iteration 72Q: 3 clusters Score -1.448049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -14480477.000000 Penalty: 3782.185547
	Iteration 73Q: 3 clusters Score -1.448048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
Score: -14480480.000000 Penalty: 3782.185547
	Iteration 74Q: 3 clusters Score -1.448048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 112150 members 
Entering Unmasked Estep 
Score: -14480464.000000 Penalty: 3782.185547
	Iteration 75Q: 3 clusters Score -1.448046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 112171 members 
Entering Unmasked Estep 
Score: -14480463.000000 Penalty: 3782.185547
	Iteration 76Q: 3 clusters Score -1.448046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -14480448.000000 Penalty: 3782.185547
	Iteration 77Q: 3 clusters Score -1.448045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 112211 members 
Entering Unmasked Estep 
Score: -14480456.000000 Penalty: 3782.185547
	Iteration 78Q: 3 clusters Score -1.448046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 112223 members 
Entering Unmasked Estep 
Score: -14480456.000000 Penalty: 3782.185547
	Iteration 79Q: 3 clusters Score -1.448046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 112238 members 
Entering Unmasked Estep 
Score: -14480452.000000 Penalty: 3782.185547
	Iteration 80F: 3 clusters Score -1.448045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 112244 members 
Entering Unmasked Estep 
Score: -14480450.000000 Penalty: 3782.185547
	Iteration 81Q: 3 clusters Score -1.448045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 112249 members 
Entering Unmasked Estep 
Score: -14480441.000000 Penalty: 3782.185547
	Iteration 82Q: 3 clusters Score -1.448044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -14480440.000000 Penalty: 3782.185547
	Iteration 83Q: 3 clusters Score -1.448044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 112260 members 
Entering Unmasked Estep 
Score: -14480452.000000 Penalty: 3782.185547
	Iteration 84Q: 3 clusters Score -1.448045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -14480447.000000 Penalty: 3782.185547
	Iteration 85Q: 3 clusters Score -1.448045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 112266 members 
Entering Unmasked Estep 
Score: -14480446.000000 Penalty: 3782.185547
	Iteration 86Q: 3 clusters Score -1.448045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 112267 members 
Entering Unmasked Estep 
Score: -14480449.000000 Penalty: 3782.185547
	Iteration 87Q: 3 clusters Score -1.448045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -14480451.000000 Penalty: 3782.185547
	Iteration 88Q: 3 clusters Score -1.448045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 112271 members 
Entering Unmasked Estep 
Score: -14480450.000000 Penalty: 3782.185547
	Iteration 89Q: 3 clusters Score -1.448045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -14480438.000000 Penalty: 3782.185547
	Iteration 90Q: 3 clusters Score -1.448044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 112278 members 
Entering Unmasked Estep 
Score: -14480445.000000 Penalty: 3782.185547
	Iteration 91Q: 3 clusters Score -1.448044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 112282 members 
Entering Unmasked Estep 
Score: -14480434.000000 Penalty: 3782.185547
	Iteration 92Q: 3 clusters Score -1.448043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -14480449.000000 Penalty: 3782.185547
	Iteration 93Q: 3 clusters Score -1.448045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 112287 members 
Entering Unmasked Estep 
Score: -14480446.000000 Penalty: 3782.185547
	Iteration 94Q: 3 clusters Score -1.448045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 112289 members 
Entering Unmasked Estep 
Score: -14480445.000000 Penalty: 3782.185547
	Iteration 95Q: 3 clusters Score -1.448044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 112293 members 
Entering Unmasked Estep 
Score: -14480438.000000 Penalty: 3782.185547
	Iteration 96Q: 3 clusters Score -1.448044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 112299 members 
Entering Unmasked Estep 
Score: -14480440.000000 Penalty: 3782.185547
	Iteration 97Q: 3 clusters Score -1.448044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 112303 members 
Entering Unmasked Estep 
Score: -14480440.000000 Penalty: 3782.185547
	Iteration 98Q: 3 clusters Score -1.448044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 112308 members 
Entering Unmasked Estep 
Score: -14480446.000000 Penalty: 3782.185547
	Iteration 99Q: 3 clusters Score -1.448045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 112310 members 
Entering Unmasked Estep 
Score: -14480449.000000 Penalty: 3782.185547
	Iteration 100F: 3 clusters Score -1.448045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 112312 members 
Entering Unmasked Estep 
Score: -14480437.000000 Penalty: 3782.185547
	Iteration 101Q: 3 clusters Score -1.448044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 112316 members 
Entering Unmasked Estep 
Score: -14480444.000000 Penalty: 3782.185547
	Iteration 102Q: 3 clusters Score -1.448044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -14480426.000000 Penalty: 3782.185547
	Iteration 103Q: 3 clusters Score -1.448043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -14480424.000000 Penalty: 3782.185547
	Iteration 104Q: 3 clusters Score -1.448042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -14480426.000000 Penalty: 3782.185547
	Iteration 105Q: 3 clusters Score -1.448043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 112338 members 
Entering Unmasked Estep 
Score: -14480419.000000 Penalty: 3782.185547
	Iteration 106Q: 3 clusters Score -1.448042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 112340 members 
Entering Unmasked Estep 
Score: -14480422.000000 Penalty: 3782.185547
	Iteration 107Q: 3 clusters Score -1.448042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -14480422.000000 Penalty: 3782.185547
	Iteration 108Q: 3 clusters Score -1.448042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -14480416.000000 Penalty: 3782.185547
	Iteration 109Q: 3 clusters Score -1.448042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -14480416.000000 Penalty: 3782.185547
	Iteration 110F: 3 clusters Score -1.448042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -375087.156250 Penalty: 1307.095215
	Iteration 0F: 2 clusters Score -375087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -372267.875000 Penalty: 2614.190430
	Iteration 0F: 3 clusters Score -372267.9 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -372955.000000 Penalty: 2614.190430
	Iteration 1F: 3 clusters Score -372955 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -373097.968750 Penalty: 2614.190430
	Iteration 2F: 3 clusters Score -373098 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -373187.031250 Penalty: 2614.190430
	Iteration 3Q: 3 clusters Score -373187 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -373259.750000 Penalty: 2614.190430
	Iteration 4Q: 3 clusters Score -373259.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -373301.843750 Penalty: 2614.190430
	Iteration 5Q: 3 clusters Score -373301.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -373341.562500 Penalty: 2614.190430
	Iteration 6Q: 3 clusters Score -373341.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -373380.875000 Penalty: 2614.190430
	Iteration 7Q: 3 clusters Score -373380.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -373420.968750 Penalty: 2614.190430
	Iteration 8Q: 3 clusters Score -373421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -373451.812500 Penalty: 2614.190430
	Iteration 9Q: 3 clusters Score -373451.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -373474.343750 Penalty: 2614.190430
	Iteration 10Q: 3 clusters Score -373474.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -373498.687500 Penalty: 2614.190430
	Iteration 11Q: 3 clusters Score -373498.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -373536.781250 Penalty: 2614.190430
	Iteration 12Q: 3 clusters Score -373536.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -373580.531250 Penalty: 2614.190430
	Iteration 13Q: 3 clusters Score -373580.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -373616.531250 Penalty: 2614.190430
	Iteration 14Q: 3 clusters Score -373616.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -373650.375000 Penalty: 2614.190430
	Iteration 15Q: 3 clusters Score -373650.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -373675.687500 Penalty: 2614.190430
	Iteration 16Q: 3 clusters Score -373675.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -373704.718750 Penalty: 2614.190430
	Iteration 17Q: 3 clusters Score -373704.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -373733.781250 Penalty: 2614.190430
	Iteration 18Q: 3 clusters Score -373733.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -373760.031250 Penalty: 2614.190430
	Iteration 19Q: 3 clusters Score -373760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -373776.312500 Penalty: 2614.190430
	Iteration 20F: 3 clusters Score -373776.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -373789.468750 Penalty: 2614.190430
	Iteration 21Q: 3 clusters Score -373789.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -373796.968750 Penalty: 2614.190430
	Iteration 22Q: 3 clusters Score -373797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -373802.687500 Penalty: 2614.190430
	Iteration 23Q: 3 clusters Score -373802.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -373805.687500 Penalty: 2614.190430
	Iteration 24Q: 3 clusters Score -373805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -373807.406250 Penalty: 2614.190430
	Iteration 25Q: 3 clusters Score -373807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -373810.281250 Penalty: 2614.190430
	Iteration 26Q: 3 clusters Score -373810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -373811.187500 Penalty: 2614.190430
	Iteration 27Q: 3 clusters Score -373811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -373813.531250 Penalty: 2614.190430
	Iteration 28Q: 3 clusters Score -373813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -373813.531250 Penalty: 2614.190430
	Iteration 29Q: 3 clusters Score -373813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -373816.531250 Penalty: 2614.190430
	Iteration 30Q: 3 clusters Score -373816.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -373818.406250 Penalty: 2614.190430
	Iteration 31Q: 3 clusters Score -373818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -373821.156250 Penalty: 2614.190430
	Iteration 32Q: 3 clusters Score -373821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -373822.750000 Penalty: 2614.190430
	Iteration 33Q: 3 clusters Score -373822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -373825.750000 Penalty: 2614.190430
	Iteration 34Q: 3 clusters Score -373825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -373831.156250 Penalty: 2614.190430
	Iteration 35Q: 3 clusters Score -373831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -373835.906250 Penalty: 2614.190430
	Iteration 36Q: 3 clusters Score -373835.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -373842.937500 Penalty: 2614.190430
	Iteration 37Q: 3 clusters Score -373842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -373845.218750 Penalty: 2614.190430
	Iteration 38Q: 3 clusters Score -373845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -373846.500000 Penalty: 2614.190430
	Iteration 39Q: 3 clusters Score -373846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -373846.906250 Penalty: 2614.190430
	Iteration 40F: 3 clusters Score -373846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -373846.968750 Penalty: 2614.190430
	Iteration 41Q: 3 clusters Score -373847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -373847.125000 Penalty: 2614.190430
	Iteration 42Q: 3 clusters Score -373847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -373847.906250 Penalty: 2614.190430
	Iteration 43Q: 3 clusters Score -373847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -373849.343750 Penalty: 2614.190430
	Iteration 44Q: 3 clusters Score -373849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -373851.468750 Penalty: 2614.190430
	Iteration 45Q: 3 clusters Score -373851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -373852.718750 Penalty: 2614.190430
	Iteration 46Q: 3 clusters Score -373852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -373852.656250 Penalty: 2614.190430
	Iteration 47Q: 3 clusters Score -373852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -373852.656250 Penalty: 2614.190430
	Iteration 48F: 3 clusters Score -373852.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Entering Unmasked Estep 
Score: -4597989.000000 Penalty: 1703.858643
	Iteration 0F: 2 clusters Score -4597989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4573947.500000 Penalty: 3407.717285
	Iteration 0F: 3 clusters Score -4573948 nChanged 16534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4583221.500000 Penalty: 3407.717285
	Iteration 1F: 3 clusters Score -4583222 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4583648.000000 Penalty: 3407.717285
	Iteration 2Q: 3 clusters Score -4583648 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4584058.000000 Penalty: 3407.717285
	Iteration 3Q: 3 clusters Score -4584058 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -4584620.500000 Penalty: 3407.717285
	Iteration 4Q: 3 clusters Score -4584620 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -4585461.000000 Penalty: 3407.717285
	Iteration 5Q: 3 clusters Score -4585461 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4586634.000000 Penalty: 3407.717285
	Iteration 6F: 3 clusters Score -4586634 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -4588365.000000 Penalty: 3407.717285
	Iteration 7F: 3 clusters Score -4588365 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -4590472.000000 Penalty: 3407.717285
	Iteration 8F: 3 clusters Score -4590472 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4592409.000000 Penalty: 3407.717285
	Iteration 9F: 3 clusters Score -4592409 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4593685.500000 Penalty: 3407.717285
	Iteration 10Q: 3 clusters Score -4593686 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -4594346.000000 Penalty: 3407.717285
	Iteration 11Q: 3 clusters Score -4594346 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4594753.500000 Penalty: 3407.717285
	Iteration 12Q: 3 clusters Score -4594754 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4595022.000000 Penalty: 3407.717285
	Iteration 13Q: 3 clusters Score -4595022 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4595266.000000 Penalty: 3407.717285
	Iteration 14Q: 3 clusters Score -4595266 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -4595441.500000 Penalty: 3407.717285
	Iteration 15Q: 3 clusters Score -4595442 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4595557.000000 Penalty: 3407.717285
	Iteration 16Q: 3 clusters Score -4595557 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4595666.000000 Penalty: 3407.717285
	Iteration 17Q: 3 clusters Score -4595666 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -4595752.500000 Penalty: 3407.717285
	Iteration 18Q: 3 clusters Score -4595752 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4595866.000000 Penalty: 3407.717285
	Iteration 19Q: 3 clusters Score -4595866 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4595961.000000 Penalty: 3407.717285
	Iteration 20F: 3 clusters Score -4595961 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4596045.500000 Penalty: 3407.717285
	Iteration 21Q: 3 clusters Score -4596046 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4596098.500000 Penalty: 3407.717285
	Iteration 22Q: 3 clusters Score -4596098 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4596165.500000 Penalty: 3407.717285
	Iteration 23Q: 3 clusters Score -4596166 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4596215.500000 Penalty: 3407.717285
	Iteration 24Q: 3 clusters Score -4596216 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4596262.000000 Penalty: 3407.717285
	Iteration 25Q: 3 clusters Score -4596262 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4596315.000000 Penalty: 3407.717285
	Iteration 26Q: 3 clusters Score -4596315 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4596368.500000 Penalty: 3407.717285
	Iteration 27Q: 3 clusters Score -4596368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4596428.500000 Penalty: 3407.717285
	Iteration 28Q: 3 clusters Score -4596428 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4596445.500000 Penalty: 3407.717285
	Iteration 29Q: 3 clusters Score -4596446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4596479.500000 Penalty: 3407.717285
	Iteration 30Q: 3 clusters Score -4596480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4596519.000000 Penalty: 3407.717285
	Iteration 31Q: 3 clusters Score -4596519 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4596549.500000 Penalty: 3407.717285
	Iteration 32Q: 3 clusters Score -4596550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4596569.500000 Penalty: 3407.717285
	Iteration 33Q: 3 clusters Score -4596570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4596611.000000 Penalty: 3407.717285
	Iteration 34Q: 3 clusters Score -4596611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4596626.500000 Penalty: 3407.717285
	Iteration 35Q: 3 clusters Score -4596626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4596645.500000 Penalty: 3407.717285
	Iteration 36Q: 3 clusters Score -4596646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4596635.000000 Penalty: 3407.717285
	Iteration 37Q: 3 clusters Score -4596635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4596648.000000 Penalty: 3407.717285
	Iteration 38Q: 3 clusters Score -4596648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4596653.000000 Penalty: 3407.717285
	Iteration 39Q: 3 clusters Score -4596653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4596655.500000 Penalty: 3407.717285
	Iteration 40F: 3 clusters Score -4596656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4596663.000000 Penalty: 3407.717285
	Iteration 41Q: 3 clusters Score -4596663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4596682.000000 Penalty: 3407.717285
	Iteration 42Q: 3 clusters Score -4596682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4596681.500000 Penalty: 3407.717285
	Iteration 43Q: 3 clusters Score -4596682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4596691.000000 Penalty: 3407.717285
	Iteration 44Q: 3 clusters Score -4596691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4596701.000000 Penalty: 3407.717285
	Iteration 45Q: 3 clusters Score -4596701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4596713.500000 Penalty: 3407.717285
	Iteration 46Q: 3 clusters Score -4596714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4596713.500000 Penalty: 3407.717285
	Iteration 47Q: 3 clusters Score -4596714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4596722.000000 Penalty: 3407.717285
	Iteration 48Q: 3 clusters Score -4596722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4596721.500000 Penalty: 3407.717285
	Iteration 49Q: 3 clusters Score -4596722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4596716.000000 Penalty: 3407.717285
	Iteration 50Q: 3 clusters Score -4596716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4596716.000000 Penalty: 3407.717285
	Iteration 51Q: 3 clusters Score -4596716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4596719.500000 Penalty: 3407.717285
	Iteration 52Q: 3 clusters Score -4596720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4596718.000000 Penalty: 3407.717285
	Iteration 53Q: 3 clusters Score -4596718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4596726.000000 Penalty: 3407.717285
	Iteration 54Q: 3 clusters Score -4596726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4596720.500000 Penalty: 3407.717285
	Iteration 55Q: 3 clusters Score -4596720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4596721.000000 Penalty: 3407.717285
	Iteration 56Q: 3 clusters Score -4596721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4596722.500000 Penalty: 3407.717285
	Iteration 57Q: 3 clusters Score -4596722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4596725.000000 Penalty: 3407.717285
	Iteration 58Q: 3 clusters Score -4596725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4596725.000000 Penalty: 3407.717285
	Iteration 59F: 3 clusters Score -4596725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -59795.859375 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -59795.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58636.550781 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -58636.55 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58800.687500 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -58800.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58863.902344 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -58863.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58910.757812 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -58910.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58947.570312 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -58947.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58977.160156 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -58977.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58999.738281 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -58999.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59025.253906 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -59025.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59055.410156 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -59055.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59080.671875 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -59080.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59103.402344 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -59103.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59119.035156 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -59119.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59134.406250 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -59134.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59148.464844 Penalty: 2058.892578
	Iteration 13Q: 3 clusters Score -59148.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59154.683594 Penalty: 2058.892578
	Iteration 14Q: 3 clusters Score -59154.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59156.175781 Penalty: 2058.892578
	Iteration 15Q: 3 clusters Score -59156.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59157.812500 Penalty: 2058.892578
	Iteration 16Q: 3 clusters Score -59157.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59172.304688 Penalty: 2058.892578
	Iteration 17Q: 3 clusters Score -59172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59180.957031 Penalty: 2058.892578
	Iteration 18Q: 3 clusters Score -59180.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59195.601562 Penalty: 2058.892578
	Iteration 19Q: 3 clusters Score -59195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59199.472656 Penalty: 2058.892578
	Iteration 20F: 3 clusters Score -59199.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59202.562500 Penalty: 2058.892578
	Iteration 21Q: 3 clusters Score -59202.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59202.562500 Penalty: 2058.892578
	Iteration 22F: 3 clusters Score -59202.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -307127.062500 Penalty: 1267.059814
	Iteration 0F: 2 clusters Score -307127.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -304772.687500 Penalty: 2534.119629
	Iteration 0F: 3 clusters Score -304772.7 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -305251.937500 Penalty: 2534.119629
	Iteration 1F: 3 clusters Score -305251.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -305362.156250 Penalty: 2534.119629
	Iteration 2F: 3 clusters Score -305362.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -305427.312500 Penalty: 2534.119629
	Iteration 3Q: 3 clusters Score -305427.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -305474.000000 Penalty: 2534.119629
	Iteration 4Q: 3 clusters Score -305474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -305511.593750 Penalty: 2534.119629
	Iteration 5Q: 3 clusters Score -305511.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -305546.093750 Penalty: 2534.119629
	Iteration 6Q: 3 clusters Score -305546.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -305578.531250 Penalty: 2534.119629
	Iteration 7Q: 3 clusters Score -305578.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -305609.093750 Penalty: 2534.119629
	Iteration 8Q: 3 clusters Score -305609.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -305636.062500 Penalty: 2534.119629
	Iteration 9Q: 3 clusters Score -305636.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -305664.781250 Penalty: 2534.119629
	Iteration 10Q: 3 clusters Score -305664.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -305689.875000 Penalty: 2534.119629
	Iteration 11Q: 3 clusters Score -305689.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -305717.500000 Penalty: 2534.119629
	Iteration 12Q: 3 clusters Score -305717.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -305738.031250 Penalty: 2534.119629
	Iteration 13Q: 3 clusters Score -305738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -305750.718750 Penalty: 2534.119629
	Iteration 14Q: 3 clusters Score -305750.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -305768.093750 Penalty: 2534.119629
	Iteration 15Q: 3 clusters Score -305768.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -305784.937500 Penalty: 2534.119629
	Iteration 16Q: 3 clusters Score -305784.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -305798.687500 Penalty: 2534.119629
	Iteration 17Q: 3 clusters Score -305798.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -305810.281250 Penalty: 2534.119629
	Iteration 18Q: 3 clusters Score -305810.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -305819.406250 Penalty: 2534.119629
	Iteration 19Q: 3 clusters Score -305819.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -305826.500000 Penalty: 2534.119629
	Iteration 20F: 3 clusters Score -305826.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -305834.937500 Penalty: 2534.119629
	Iteration 21Q: 3 clusters Score -305834.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -305844.593750 Penalty: 2534.119629
	Iteration 22Q: 3 clusters Score -305844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -305849.312500 Penalty: 2534.119629
	Iteration 23Q: 3 clusters Score -305849.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -305856.031250 Penalty: 2534.119629
	Iteration 24Q: 3 clusters Score -305856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -305861.500000 Penalty: 2534.119629
	Iteration 25Q: 3 clusters Score -305861.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -305867.031250 Penalty: 2534.119629
	Iteration 26Q: 3 clusters Score -305867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -305874.843750 Penalty: 2534.119629
	Iteration 27Q: 3 clusters Score -305874.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -305883.531250 Penalty: 2534.119629
	Iteration 28Q: 3 clusters Score -305883.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -305889.500000 Penalty: 2534.119629
	Iteration 29Q: 3 clusters Score -305889.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -305897.937500 Penalty: 2534.119629
	Iteration 30Q: 3 clusters Score -305897.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -305902.875000 Penalty: 2534.119629
	Iteration 31Q: 3 clusters Score -305902.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -305906.812500 Penalty: 2534.119629
	Iteration 32Q: 3 clusters Score -305906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -305909.187500 Penalty: 2534.119629
	Iteration 33Q: 3 clusters Score -305909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -305911.312500 Penalty: 2534.119629
	Iteration 34Q: 3 clusters Score -305911.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -305912.406250 Penalty: 2534.119629
	Iteration 35Q: 3 clusters Score -305912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -305912.718750 Penalty: 2534.119629
	Iteration 36Q: 3 clusters Score -305912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -305912.843750 Penalty: 2534.119629
	Iteration 37Q: 3 clusters Score -305912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -305913.750000 Penalty: 2534.119629
	Iteration 38Q: 3 clusters Score -305913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -305915.437500 Penalty: 2534.119629
	Iteration 39Q: 3 clusters Score -305915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -305916.781250 Penalty: 2534.119629
	Iteration 40F: 3 clusters Score -305916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -305921.250000 Penalty: 2534.119629
	Iteration 41Q: 3 clusters Score -305921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -305924.281250 Penalty: 2534.119629
	Iteration 42Q: 3 clusters Score -305924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -305926.687500 Penalty: 2534.119629
	Iteration 43Q: 3 clusters Score -305926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -305926.781250 Penalty: 2534.119629
	Iteration 44Q: 3 clusters Score -305926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -305929.312500 Penalty: 2534.119629
	Iteration 45Q: 3 clusters Score -305929.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -305932.375000 Penalty: 2534.119629
	Iteration 46Q: 3 clusters Score -305932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -305934.750000 Penalty: 2534.119629
	Iteration 47Q: 3 clusters Score -305934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -305941.187500 Penalty: 2534.119629
	Iteration 48Q: 3 clusters Score -305941.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -305945.937500 Penalty: 2534.119629
	Iteration 49Q: 3 clusters Score -305945.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -305952.062500 Penalty: 2534.119629
	Iteration 50Q: 3 clusters Score -305952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -305956.531250 Penalty: 2534.119629
	Iteration 51Q: 3 clusters Score -305956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -305958.406250 Penalty: 2534.119629
	Iteration 52Q: 3 clusters Score -305958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -305958.406250 Penalty: 2534.119629
	Iteration 53F: 3 clusters Score -305958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -32002.025391 Penalty: 937.859131
	Iteration 0F: 2 clusters Score -32002.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31140.339844 Penalty: 1875.718262
	Iteration 0F: 3 clusters Score -31140.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31308.695312 Penalty: 1875.718262
	Iteration 1F: 3 clusters Score -31308.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31388.091797 Penalty: 1875.718262
	Iteration 2F: 3 clusters Score -31388.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31411.851562 Penalty: 1875.718262
	Iteration 3Q: 3 clusters Score -31411.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31435.308594 Penalty: 1875.718262
	Iteration 4Q: 3 clusters Score -31435.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31447.228516 Penalty: 1875.718262
	Iteration 5Q: 3 clusters Score -31447.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31450.851562 Penalty: 1875.718262
	Iteration 6Q: 3 clusters Score -31450.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31453.789062 Penalty: 1875.718262
	Iteration 7Q: 3 clusters Score -31453.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31453.789062 Penalty: 1875.718262
	Iteration 8F: 3 clusters Score -31453.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -242787.968750 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -242788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -240737.843750 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -240737.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -241203.796875 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -241203.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -241381.453125 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -241381.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -241560.890625 Penalty: 2466.698486
	Iteration 3F: 3 clusters Score -241560.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -241705.031250 Penalty: 2466.698486
	Iteration 4F: 3 clusters Score -241705 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -241815.421875 Penalty: 2466.698486
	Iteration 5F: 3 clusters Score -241815.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -241906.312500 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -241906.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -241982.515625 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -241982.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -242021.765625 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -242021.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -242036.656250 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -242036.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -242047.796875 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -242047.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -242060.890625 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -242060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -242072.484375 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -242072.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -242082.343750 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -242082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -242087.640625 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -242087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -242092.421875 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -242092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -242095.046875 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -242095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -242097.765625 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -242097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -242100.609375 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -242100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -242101.375000 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -242101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -242102.250000 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -242102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -242102.359375 Penalty: 2466.698486
	Iteration 21Q: 3 clusters Score -242102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -242104.234375 Penalty: 2466.698486
	Iteration 22Q: 3 clusters Score -242104.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -242107.062500 Penalty: 2466.698486
	Iteration 23Q: 3 clusters Score -242107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -242108.031250 Penalty: 2466.698486
	Iteration 24Q: 3 clusters Score -242108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -242108.640625 Penalty: 2466.698486
	Iteration 25Q: 3 clusters Score -242108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -242109.421875 Penalty: 2466.698486
	Iteration 26Q: 3 clusters Score -242109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -242109.328125 Penalty: 2466.698486
	Iteration 27Q: 3 clusters Score -242109.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -242109.328125 Penalty: 2466.698486
	Iteration 28F: 3 clusters Score -242109.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -52635.750000 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -52635.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51669.832031 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -51669.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51770.066406 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -51770.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51792.414062 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -51792.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51801.964844 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -51801.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51804.011719 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -51804.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51805.460938 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -51805.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51812.316406 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -51812.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51814.500000 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -51814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51818.734375 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -51818.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51819.894531 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -51819.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51819.894531 Penalty: 1881.737183
	Iteration 10F: 3 clusters Score -51819.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26038.460938 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -26038.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25212.710938 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -25212.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25371.736328 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -25371.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25412.626953 Penalty: 1838.197388
	Iteration 2F: 3 clusters Score -25412.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25433.111328 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -25433.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25474.017578 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -25474.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25500.318359 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -25500.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25517.511719 Penalty: 1838.197388
	Iteration 6Q: 3 clusters Score -25517.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25530.662109 Penalty: 1838.197388
	Iteration 7Q: 3 clusters Score -25530.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25543.876953 Penalty: 1838.197388
	Iteration 8Q: 3 clusters Score -25543.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25546.634766 Penalty: 1838.197388
	Iteration 9Q: 3 clusters Score -25546.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25550.283203 Penalty: 1838.197388
	Iteration 10Q: 3 clusters Score -25550.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25554.425781 Penalty: 1838.197388
	Iteration 11Q: 3 clusters Score -25554.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25557.666016 Penalty: 1838.197388
	Iteration 12Q: 3 clusters Score -25557.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25561.417969 Penalty: 1838.197388
	Iteration 13Q: 3 clusters Score -25561.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25561.417969 Penalty: 1838.197388
	Iteration 14F: 3 clusters Score -25561.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (74347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Entering Unmasked Estep 
Score: -9436543.000000 Penalty: 1822.681030
	Iteration 0F: 2 clusters Score -9436543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -9386953.000000 Penalty: 3645.362061
	Iteration 0F: 3 clusters Score -9386953 nChanged 35125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -9407130.000000 Penalty: 3645.362061
	Iteration 1F: 3 clusters Score -9407130 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -9407729.000000 Penalty: 3645.362061
	Iteration 2Q: 3 clusters Score -9407729 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -9408542.000000 Penalty: 3645.362061
	Iteration 3Q: 3 clusters Score -9408542 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -9409614.000000 Penalty: 3645.362061
	Iteration 4Q: 3 clusters Score -9409614 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -9411067.000000 Penalty: 3645.362061
	Iteration 5Q: 3 clusters Score -9411067 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -9412877.000000 Penalty: 3645.362061
	Iteration 6Q: 3 clusters Score -9412877 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -9415041.000000 Penalty: 3645.362061
	Iteration 7F: 3 clusters Score -9415041 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -9417493.000000 Penalty: 3645.362061
	Iteration 8F: 3 clusters Score -9417493 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -9419994.000000 Penalty: 3645.362061
	Iteration 9F: 3 clusters Score -9419994 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -9422316.000000 Penalty: 3645.362061
	Iteration 10F: 3 clusters Score -9422316 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -9424123.000000 Penalty: 3645.362061
	Iteration 11Q: 3 clusters Score -9424123 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -9425178.000000 Penalty: 3645.362061
	Iteration 12Q: 3 clusters Score -9425178 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -9425931.000000 Penalty: 3645.362061
	Iteration 13Q: 3 clusters Score -9425931 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -9426534.000000 Penalty: 3645.362061
	Iteration 14Q: 3 clusters Score -9426534 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -9427066.000000 Penalty: 3645.362061
	Iteration 15Q: 3 clusters Score -9427066 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -9427647.000000 Penalty: 3645.362061
	Iteration 16Q: 3 clusters Score -9427647 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -9428185.000000 Penalty: 3645.362061
	Iteration 17Q: 3 clusters Score -9428185 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -9428778.000000 Penalty: 3645.362061
	Iteration 18Q: 3 clusters Score -9428778 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -9429169.000000 Penalty: 3645.362061
	Iteration 19Q: 3 clusters Score -9429169 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -9429585.000000 Penalty: 3645.362061
	Iteration 20F: 3 clusters Score -9429585 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -9429967.000000 Penalty: 3645.362061
	Iteration 21Q: 3 clusters Score -9429967 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9430389 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9430802 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9431136 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9431488 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9431812 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9432152 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -9432430.000000 Penalty: 3645.362061
	Iteration 28Q: 3 clusters Score -9432430 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9432610 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -9432721.000000 Penalty: 3645.362061
	Iteration 30Q: 3 clusters Score -9432721 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -9432769.000000 Penalty: 3645.362061
	Iteration 31Q: 3 clusters Score -9432769 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -9432848.000000 Penalty: 3645.362061
	Iteration 32Q: 3 clusters Score -9432848 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -9432886.000000 Penalty: 3645.362061
	Iteration 33Q: 3 clusters Score -9432886 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -9432923.000000 Penalty: 3645.362061
	Iteration 34Q: 3 clusters Score -9432923 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -9432940.000000 Penalty: 3645.362061
	Iteration 35Q: 3 clusters Score -9432940 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9432975 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -9432955.000000 Penalty: 3645.362061
	Iteration 37Q: 3 clusters Score -9432955 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -9432964.000000 Penalty: 3645.362061
	Iteration 38Q: 3 clusters Score -9432964 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -9432981.000000 Penalty: 3645.362061
	Iteration 39Q: 3 clusters Score -9432981 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -9433045.000000 Penalty: 3645.362061
	Iteration 40F: 3 clusters Score -9433045 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -9433108.000000 Penalty: 3645.362061
	Iteration 41Q: 3 clusters Score -9433108 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -9433138.000000 Penalty: 3645.362061
	Iteration 42Q: 3 clusters Score -9433138 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -9433158.000000 Penalty: 3645.362061
	Iteration 43Q: 3 clusters Score -9433158 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -9433188.000000 Penalty: 3645.362061
	Iteration 44Q: 3 clusters Score -9433188 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -9433238.000000 Penalty: 3645.362061
	Iteration 45Q: 3 clusters Score -9433238 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -9433195.000000 Penalty: 3645.362061
	Iteration 46Q: 3 clusters Score -9433195 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -9433210.000000 Penalty: 3645.362061
	Iteration 47Q: 3 clusters Score -9433210 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -9433217.000000 Penalty: 3645.362061
	Iteration 48Q: 3 clusters Score -9433217 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9433237 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -9433232.000000 Penalty: 3645.362061
	Iteration 50Q: 3 clusters Score -9433232 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -9433255.000000 Penalty: 3645.362061
	Iteration 51Q: 3 clusters Score -9433255 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9433275 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -9433297.000000 Penalty: 3645.362061
	Iteration 53Q: 3 clusters Score -9433297 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -9433313.000000 Penalty: 3645.362061
	Iteration 54Q: 3 clusters Score -9433313 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -9433327.000000 Penalty: 3645.362061
	Iteration 55Q: 3 clusters Score -9433327 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -9433359.000000 Penalty: 3645.362061
	Iteration 56Q: 3 clusters Score -9433359 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -9433358.000000 Penalty: 3645.362061
	Iteration 57Q: 3 clusters Score -9433358 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -9433391.000000 Penalty: 3645.362061
	Iteration 58Q: 3 clusters Score -9433391 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -9433400.000000 Penalty: 3645.362061
	Iteration 59Q: 3 clusters Score -9433400 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -9433426.000000 Penalty: 3645.362061
	Iteration 60F: 3 clusters Score -9433426 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -9433428.000000 Penalty: 3645.362061
	Iteration 61Q: 3 clusters Score -9433428 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -9433481.000000 Penalty: 3645.362061
	Iteration 62Q: 3 clusters Score -9433481 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -9433508.000000 Penalty: 3645.362061
	Iteration 63Q: 3 clusters Score -9433508 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -9433587.000000 Penalty: 3645.362061
	Iteration 64Q: 3 clusters Score -9433587 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -9433609.000000 Penalty: 3645.362061
	Iteration 65Q: 3 clusters Score -9433609 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -9433621.000000 Penalty: 3645.362061
	Iteration 66Q: 3 clusters Score -9433621 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -9433664.000000 Penalty: 3645.362061
	Iteration 67Q: 3 clusters Score -9433664 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -9433674.000000 Penalty: 3645.362061
	Iteration 68Q: 3 clusters Score -9433674 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -9433656.000000 Penalty: 3645.362061
	Iteration 69Q: 3 clusters Score -9433656 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -9433700.000000 Penalty: 3645.362061
	Iteration 70Q: 3 clusters Score -9433700 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -9433694.000000 Penalty: 3645.362061
	Iteration 71Q: 3 clusters Score -9433694 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -9433710.000000 Penalty: 3645.362061
	Iteration 72Q: 3 clusters Score -9433710 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -9433715.000000 Penalty: 3645.362061
	Iteration 73Q: 3 clusters Score -9433715 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -9433682.000000 Penalty: 3645.362061
	Iteration 74Q: 3 clusters Score -9433682 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -9433693.000000 Penalty: 3645.362061
	Iteration 75Q: 3 clusters Score -9433693 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -9433718.000000 Penalty: 3645.362061
	Iteration 76Q: 3 clusters Score -9433718 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -9433746.000000 Penalty: 3645.362061
	Iteration 77Q: 3 clusters Score -9433746 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -9433720.000000 Penalty: 3645.362061
	Iteration 78Q: 3 clusters Score -9433720 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -9433731.000000 Penalty: 3645.362061
	Iteration 79Q: 3 clusters Score -9433731 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -9433775.000000 Penalty: 3645.362061
	Iteration 80F: 3 clusters Score -9433775 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -9433781.000000 Penalty: 3645.362061
	Iteration 81Q: 3 clusters Score -9433781 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -9433789.000000 Penalty: 3645.362061
	Iteration 82Q: 3 clusters Score -9433789 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -9433816.000000 Penalty: 3645.362061
	Iteration 83Q: 3 clusters Score -9433816 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -9433801.000000 Penalty: 3645.362061
	Iteration 84Q: 3 clusters Score -9433801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9433816 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -9433818.000000 Penalty: 3645.362061
	Iteration 86Q: 3 clusters Score -9433818 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -9433817.000000 Penalty: 3645.362061
	Iteration 87Q: 3 clusters Score -9433817 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -9433839.000000 Penalty: 3645.362061
	Iteration 88Q: 3 clusters Score -9433839 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -9433852.000000 Penalty: 3645.362061
	Iteration 89Q: 3 clusters Score -9433852 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -9433868.000000 Penalty: 3645.362061
	Iteration 90Q: 3 clusters Score -9433868 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9433869 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -9433879.000000 Penalty: 3645.362061
	Iteration 92Q: 3 clusters Score -9433879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -9433898.000000 Penalty: 3645.362061
	Iteration 93Q: 3 clusters Score -9433898 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -9433903.000000 Penalty: 3645.362061
	Iteration 94Q: 3 clusters Score -9433903 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9433906 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9433906 nChanged 72
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Mstep: Class 1 contains 38487 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9433903 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38422 members 
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Entering Unmasked Estep 
Score: -9433911.000000 Penalty: 3645.362061
	Iteration 98Q: 3 clusters Score -9433911 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -9433925.000000 Penalty: 3645.362061
	Iteration 99Q: 3 clusters Score -9433925 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38297 members 
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Entering Unmasked Estep 
Score: -9433922.000000 Penalty: 3645.362061
	Iteration 100F: 3 clusters Score -9433922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -9433927.000000 Penalty: 3645.362061
	Iteration 101Q: 3 clusters Score -9433927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -9433933.000000 Penalty: 3645.362061
	Iteration 102Q: 3 clusters Score -9433933 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -9433937.000000 Penalty: 3645.362061
	Iteration 103Q: 3 clusters Score -9433937 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -9433951.000000 Penalty: 3645.362061
	Iteration 104Q: 3 clusters Score -9433951 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -9433942.000000 Penalty: 3645.362061
	Iteration 105Q: 3 clusters Score -9433942 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -9433926.000000 Penalty: 3645.362061
	Iteration 106Q: 3 clusters Score -9433926 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -9433930.000000 Penalty: 3645.362061
	Iteration 107Q: 3 clusters Score -9433930 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -9433938.000000 Penalty: 3645.362061
	Iteration 108Q: 3 clusters Score -9433938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -9433943.000000 Penalty: 3645.362061
	Iteration 109Q: 3 clusters Score -9433943 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9433942 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -9433953.000000 Penalty: 3645.362061
	Iteration 111Q: 3 clusters Score -9433953 nChanged 57
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Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -9433944.000000 Penalty: 3645.362061
	Iteration 112Q: 3 clusters Score -9433944 nChanged 57
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Mstep: Class 1 contains 37593 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9433946 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37538 members 
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Entering Unmasked Estep 
Score: -9433957.000000 Penalty: 3645.362061
	Iteration 114Q: 3 clusters Score -9433957 nChanged 56
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9433946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -9433948.000000 Penalty: 3645.362061
	Iteration 116Q: 3 clusters Score -9433948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -9433941.000000 Penalty: 3645.362061
	Iteration 117Q: 3 clusters Score -9433941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -9433942.000000 Penalty: 3645.362061
	Iteration 118Q: 3 clusters Score -9433942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -9433950.000000 Penalty: 3645.362061
	Iteration 119Q: 3 clusters Score -9433950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -9433935.000000 Penalty: 3645.362061
	Iteration 120F: 3 clusters Score -9433935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -9433929.000000 Penalty: 3645.362061
	Iteration 121Q: 3 clusters Score -9433929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -9433937.000000 Penalty: 3645.362061
	Iteration 122Q: 3 clusters Score -9433937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -9433930.000000 Penalty: 3645.362061
	Iteration 123Q: 3 clusters Score -9433930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -9433931.000000 Penalty: 3645.362061
	Iteration 124Q: 3 clusters Score -9433931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -9433921.000000 Penalty: 3645.362061
	Iteration 125Q: 3 clusters Score -9433921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -9433919.000000 Penalty: 3645.362061
	Iteration 126Q: 3 clusters Score -9433919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -9433929.000000 Penalty: 3645.362061
	Iteration 127Q: 3 clusters Score -9433929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -9433932.000000 Penalty: 3645.362061
	Iteration 128Q: 3 clusters Score -9433932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -9433941.000000 Penalty: 3645.362061
	Iteration 129Q: 3 clusters Score -9433941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -9433940.000000 Penalty: 3645.362061
	Iteration 130Q: 3 clusters Score -9433940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -9433939.000000 Penalty: 3645.362061
	Iteration 131Q: 3 clusters Score -9433939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -9433928.000000 Penalty: 3645.362061
	Iteration 132Q: 3 clusters Score -9433928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -9433925.000000 Penalty: 3645.362061
	Iteration 133Q: 3 clusters Score -9433925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -9433916.000000 Penalty: 3645.362061
	Iteration 134Q: 3 clusters Score -9433916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -9433909.000000 Penalty: 3645.362061
	Iteration 135Q: 3 clusters Score -9433909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -9433920.000000 Penalty: 3645.362061
	Iteration 136Q: 3 clusters Score -9433920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -9433925.000000 Penalty: 3645.362061
	Iteration 137Q: 3 clusters Score -9433925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9433920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -9433919.000000 Penalty: 3645.362061
	Iteration 139Q: 3 clusters Score -9433919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -9433912.000000 Penalty: 3645.362061
	Iteration 140F: 3 clusters Score -9433912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9433919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9433909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -9433918.000000 Penalty: 3645.362061
	Iteration 143Q: 3 clusters Score -9433918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9433909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -9433914.000000 Penalty: 3645.362061
	Iteration 145Q: 3 clusters Score -9433914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9433920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -9433916.000000 Penalty: 3645.362061
	Iteration 147Q: 3 clusters Score -9433916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9433919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9433920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9433914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -9433915.000000 Penalty: 3645.362061
	Iteration 151Q: 3 clusters Score -9433915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9433912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9433911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
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	Iteration 154F: 3 clusters Score -9433911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102796 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 106316 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 109660 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113266 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 35785 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 20 clusters Score -7.282257e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102768 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 106315 members 
Mstep: Class 7 contains 9686 members 
Mstep: Class 8 contains 109675 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113299 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 12 contains 35784 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74324 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 20 clusters Score -7.282247e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102743 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 106313 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 109692 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113327 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 35787 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74307 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 20 clusters Score -7.282245e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102722 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 106310 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 109705 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113354 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 35786 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74291 members 
Entering Unmasked Estep 
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Iteration 162Q: 20 clusters Score -7.282237e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102698 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 106315 members 
Mstep: Class 7 contains 9685 members 
Mstep: Class 8 contains 109715 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113381 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 35784 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74267 members 
Entering Unmasked Estep 
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Iteration 163Q: 20 clusters Score -7.282242e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102665 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 106318 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 109724 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113409 members 
Mstep: Class 11 contains 3117 members 
Mstep: Class 12 contains 35791 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74248 members 
Entering Unmasked Estep 
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Iteration 164Q: 20 clusters Score -7.28224e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102627 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 106319 members 
Mstep: Class 7 contains 9686 members 
Mstep: Class 8 contains 109735 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113447 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 35788 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74234 members 
Entering Unmasked Estep 
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Iteration 165Q: 20 clusters Score -7.282236e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102600 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 106320 members 
Mstep: Class 7 contains 9685 members 
Mstep: Class 8 contains 109743 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113481 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 35786 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74220 members 
Entering Unmasked Estep 
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Iteration 166Q: 20 clusters Score -7.282226e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102547 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 106325 members 
Mstep: Class 7 contains 9682 members 
Mstep: Class 8 contains 109744 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113539 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 35791 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74207 members 
Entering Unmasked Estep 
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Iteration 167Q: 20 clusters Score -7.28221e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102482 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 106329 members 
Mstep: Class 7 contains 9682 members 
Mstep: Class 8 contains 109744 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113602 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 35796 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74202 members 
Entering Unmasked Estep 
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Iteration 168Q: 20 clusters Score -7.282206e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102430 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 2028 members 
Mstep: Class 6 contains 106335 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 109749 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113655 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 35796 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74193 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -7.282198e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102400 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 2026 members 
Mstep: Class 6 contains 106336 members 
Mstep: Class 7 contains 9681 members 
Mstep: Class 8 contains 109752 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113695 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 35799 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74177 members 
Entering Unmasked Estep 
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Iteration 170Q: 20 clusters Score -7.282185e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102381 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
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Mstep: Class 6 contains 106340 members 
Mstep: Class 7 contains 9678 members 
Mstep: Class 8 contains 109747 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113720 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 35816 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74158 members 
Entering Unmasked Estep 
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Iteration 171Q: 20 clusters Score -7.282178e+07 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 2 contains 102356 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15178 members 
Mstep: Class 5 contains 2030 members 
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Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 109751 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113748 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 35827 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2444 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74133 members 
Entering Unmasked Estep 
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Iteration 172Q: 20 clusters Score -7.282178e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
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Mstep: Class 3 contains 347 members 
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Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 109750 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113771 members 
Mstep: Class 11 contains 3117 members 
Mstep: Class 12 contains 35835 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74117 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -7.282162e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102332 members 
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Mstep: Class 5 contains 2033 members 
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Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 109756 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113791 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 35844 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74090 members 
Entering Unmasked Estep 
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Iteration 174Q: 20 clusters Score -7.282166e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102330 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15181 members 
Mstep: Class 5 contains 2033 members 
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Mstep: Class 7 contains 9673 members 
Mstep: Class 8 contains 109757 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113801 members 
Mstep: Class 11 contains 3118 members 
Mstep: Class 12 contains 35850 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74078 members 
Entering Unmasked Estep 
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Iteration 175Q: 20 clusters Score -7.282165e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102333 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 106352 members 
Mstep: Class 7 contains 9675 members 
Mstep: Class 8 contains 109749 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113804 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 35865 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821696.000000 Penalty: 40969.332031
Iteration 176Q: 20 clusters Score -7.28217e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102342 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 2036 members 
Mstep: Class 6 contains 106353 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 109747 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113796 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821744.000000 Penalty: 40969.332031
Iteration 177Q: 20 clusters Score -7.282174e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102348 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 2035 members 
Mstep: Class 6 contains 106355 members 
Mstep: Class 7 contains 9687 members 
Mstep: Class 8 contains 109747 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113779 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 35899 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821784.000000 Penalty: 40969.332031
Iteration 178Q: 20 clusters Score -7.282178e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102361 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 106359 members 
Mstep: Class 7 contains 9690 members 
Mstep: Class 8 contains 109746 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113765 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 35917 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 74012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821816.000000 Penalty: 40969.332031
Iteration 179Q: 20 clusters Score -7.282182e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102369 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15181 members 
Mstep: Class 5 contains 2029 members 
Mstep: Class 6 contains 106360 members 
Mstep: Class 7 contains 9688 members 
Mstep: Class 8 contains 109767 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113742 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 35942 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2426 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821776.000000 Penalty: 40969.332031
Iteration 180F: 20 clusters Score -7.282178e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102374 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15180 members 
Mstep: Class 5 contains 2025 members 
Mstep: Class 6 contains 106362 members 
Mstep: Class 7 contains 9692 members 
Mstep: Class 8 contains 109780 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113718 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 35978 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821824.000000 Penalty: 40969.332031
Iteration 181Q: 20 clusters Score -7.282182e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102386 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15178 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 106362 members 
Mstep: Class 7 contains 9691 members 
Mstep: Class 8 contains 109791 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113697 members 
Mstep: Class 11 contains 3117 members 
Mstep: Class 12 contains 36009 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821784.000000 Penalty: 40969.332031
Iteration 182Q: 20 clusters Score -7.282178e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102389 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15180 members 
Mstep: Class 5 contains 2021 members 
Mstep: Class 6 contains 106360 members 
Mstep: Class 7 contains 9692 members 
Mstep: Class 8 contains 109813 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113667 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 36032 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821792.000000 Penalty: 40969.332031
Iteration 183Q: 20 clusters Score -7.282179e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102385 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15181 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 106366 members 
Mstep: Class 7 contains 9693 members 
Mstep: Class 8 contains 109820 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113657 members 
Mstep: Class 11 contains 3123 members 
Mstep: Class 12 contains 36055 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821744.000000 Penalty: 40969.332031
Iteration 184Q: 20 clusters Score -7.282174e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102381 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 106367 members 
Mstep: Class 7 contains 9691 members 
Mstep: Class 8 contains 109830 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113637 members 
Mstep: Class 11 contains 3123 members 
Mstep: Class 12 contains 36085 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821776.000000 Penalty: 40969.332031
Iteration 185Q: 20 clusters Score -7.282178e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102382 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 2018 members 
Mstep: Class 6 contains 106368 members 
Mstep: Class 7 contains 9690 members 
Mstep: Class 8 contains 109836 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113613 members 
Mstep: Class 11 contains 3126 members 
Mstep: Class 12 contains 36110 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821768.000000 Penalty: 40969.332031
Iteration 186Q: 20 clusters Score -7.282177e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102372 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15189 members 
Mstep: Class 5 contains 2018 members 
Mstep: Class 6 contains 106368 members 
Mstep: Class 7 contains 9690 members 
Mstep: Class 8 contains 109854 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113591 members 
Mstep: Class 11 contains 3126 members 
Mstep: Class 12 contains 36135 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821760.000000 Penalty: 40969.332031
Iteration 187Q: 20 clusters Score -7.282176e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102370 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15191 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 106366 members 
Mstep: Class 7 contains 9691 members 
Mstep: Class 8 contains 109864 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113561 members 
Mstep: Class 11 contains 3127 members 
Mstep: Class 12 contains 36167 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821824.000000 Penalty: 40969.332031
Iteration 188Q: 20 clusters Score -7.282182e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102371 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15191 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 106370 members 
Mstep: Class 7 contains 9693 members 
Mstep: Class 8 contains 109868 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113532 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 36194 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821808.000000 Penalty: 40969.332031
Iteration 189Q: 20 clusters Score -7.282181e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102371 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15189 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 106371 members 
Mstep: Class 7 contains 9697 members 
Mstep: Class 8 contains 109877 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113509 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 36213 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821880.000000 Penalty: 40969.332031
Iteration 190Q: 20 clusters Score -7.282188e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102360 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 106373 members 
Mstep: Class 7 contains 9700 members 
Mstep: Class 8 contains 109888 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113496 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 36230 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72821920.000000 Penalty: 40969.332031
Iteration 191Q: 20 clusters Score -7.282192e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102350 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 106374 members 
Mstep: Class 7 contains 9700 members 
Mstep: Class 8 contains 109903 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113485 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 36247 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822048.000000 Penalty: 40969.332031
Iteration 192Q: 20 clusters Score -7.282205e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102346 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 106375 members 
Mstep: Class 7 contains 9704 members 
Mstep: Class 8 contains 109916 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113468 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 36265 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822040.000000 Penalty: 40969.332031
Iteration 193Q: 20 clusters Score -7.282204e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102339 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 6 contains 106375 members 
Mstep: Class 7 contains 9705 members 
Mstep: Class 8 contains 109932 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113452 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 36289 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822016.000000 Penalty: 40969.332031
Iteration 194Q: 20 clusters Score -7.282202e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102334 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 1998 members 
Mstep: Class 6 contains 106374 members 
Mstep: Class 7 contains 9708 members 
Mstep: Class 8 contains 109953 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113432 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 36312 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822072.000000 Penalty: 40969.332031
Iteration 195Q: 20 clusters Score -7.282207e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102331 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 106374 members 
Mstep: Class 7 contains 9709 members 
Mstep: Class 8 contains 109978 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113403 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 36341 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822088.000000 Penalty: 40969.332031
Iteration 196Q: 20 clusters Score -7.282209e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102329 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 106375 members 
Mstep: Class 7 contains 9711 members 
Mstep: Class 8 contains 109999 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113374 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 36369 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822176.000000 Penalty: 40969.332031
Iteration 197Q: 20 clusters Score -7.282218e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102330 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 106376 members 
Mstep: Class 7 contains 9711 members 
Mstep: Class 8 contains 110023 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113330 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 36405 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822184.000000 Penalty: 40969.332031
Iteration 198Q: 20 clusters Score -7.282218e+07 nChanged 162
Entering ConstructFrom: 
Score: -72822184.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -11027.973633 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -11027.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10308.599609 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -10308.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10544.550781 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -10544.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10682.632812 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -10682.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10808.104492 Penalty: 1870.616211
	Iteration 3F: 3 clusters Score -10808.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10880.417969 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -10880.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10899.630859 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -10899.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10905.574219 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -10905.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10913.058594 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -10913.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10941.084961 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -10941.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10943.824219 Penalty: 1870.616211
	Iteration 9Q: 3 clusters Score -10943.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10947.707031 Penalty: 1870.616211
	Iteration 10Q: 3 clusters Score -10947.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10952.064453 Penalty: 1870.616211
	Iteration 11Q: 3 clusters Score -10952.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10957.177734 Penalty: 1870.616211
	Iteration 12Q: 3 clusters Score -10957.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10957.714844 Penalty: 1870.616211
	Iteration 13Q: 3 clusters Score -10957.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10970.540039 Penalty: 1870.616211
	Iteration 14Q: 3 clusters Score -10970.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10973.973633 Penalty: 1870.616211
	Iteration 15Q: 3 clusters Score -10973.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10975.416992 Penalty: 1870.616211
	Iteration 16Q: 3 clusters Score -10975.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10976.649414 Penalty: 1870.616211
	Iteration 17F: 3 clusters Score -10976.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11005.616211 Penalty: 1870.616211
	Iteration 18Q: 3 clusters Score -11005.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11011.783203 Penalty: 1870.616211
	Iteration 19Q: 3 clusters Score -11011.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11021.406250 Penalty: 1870.616211
	Iteration 20F: 3 clusters Score -11021.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11048.947266 Penalty: 1870.616211
	Iteration 21Q: 3 clusters Score -11048.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11054.641602 Penalty: 1870.616211
	Iteration 22Q: 3 clusters Score -11054.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11089.398438 Penalty: 1870.616211
	Iteration 23Q: 3 clusters Score -11089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11090.044922 Penalty: 1870.616211
	Iteration 24Q: 3 clusters Score -11090.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11090.485352 Penalty: 1870.616211
	Iteration 25Q: 3 clusters Score -11090.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11090.485352 Penalty: 1870.616211
	Iteration 26F: 3 clusters Score -11090.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 102324 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 106374 members 
Mstep: Class 7 contains 9715 members 
Mstep: Class 8 contains 110058 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113279 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 36442 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 177 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73674 members 
Entering Unmasked Estep 
Score: -72821024.000000 Penalty: 43125.609375
Splitting cluster 1 changes total score from -72822184.000000 to -72821024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (102324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102324 members 
Entering Unmasked Estep 
Score: -13059161.000000 Penalty: 1874.583618
	Iteration 0F: 2 clusters Score -1.305916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -12992466.000000 Penalty: 3749.167236
	Iteration 0F: 3 clusters Score -1.299247e+07 nChanged 49101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -13021536.000000 Penalty: 3749.167236
	Iteration 1F: 3 clusters Score -1.302154e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -13022833.000000 Penalty: 3749.167236
	Iteration 2Q: 3 clusters Score -1.302283e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -13025197.000000 Penalty: 3749.167236
	Iteration 3Q: 3 clusters Score -1.30252e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -13028745.000000 Penalty: 3749.167236
	Iteration 4F: 3 clusters Score -1.302874e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -13034030.000000 Penalty: 3749.167236
	Iteration 5F: 3 clusters Score -1.303403e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -13040926.000000 Penalty: 3749.167236
	Iteration 6F: 3 clusters Score -1.304093e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -13046898.000000 Penalty: 3749.167236
	Iteration 7F: 3 clusters Score -1.30469e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -13051862.000000 Penalty: 3749.167236
	Iteration 8Q: 3 clusters Score -1.305186e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -13054599.000000 Penalty: 3749.167236
	Iteration 9Q: 3 clusters Score -1.30546e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -13056014.000000 Penalty: 3749.167236
	Iteration 10Q: 3 clusters Score -1.305601e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -13056695.000000 Penalty: 3749.167236
	Iteration 11Q: 3 clusters Score -1.30567e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -13057072.000000 Penalty: 3749.167236
	Iteration 12Q: 3 clusters Score -1.305707e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -13057205.000000 Penalty: 3749.167236
	Iteration 13Q: 3 clusters Score -1.30572e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -13057336.000000 Penalty: 3749.167236
	Iteration 14Q: 3 clusters Score -1.305734e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 101479 members 
Entering Unmasked Estep 
Score: -13057408.000000 Penalty: 3749.167236
	Iteration 15Q: 3 clusters Score -1.305741e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 101581 members 
Entering Unmasked Estep 
Score: -13057477.000000 Penalty: 3749.167236
	Iteration 16Q: 3 clusters Score -1.305748e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -13057506.000000 Penalty: 3749.167236
	Iteration 17Q: 3 clusters Score -1.305751e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -13057564.000000 Penalty: 3749.167236
	Iteration 18Q: 3 clusters Score -1.305756e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 101743 members 
Entering Unmasked Estep 
Score: -13057582.000000 Penalty: 3749.167236
	Iteration 19Q: 3 clusters Score -1.305758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 101768 members 
Entering Unmasked Estep 
Score: -13057588.000000 Penalty: 3749.167236
	Iteration 20F: 3 clusters Score -1.305759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -13057595.000000 Penalty: 3749.167236
	Iteration 21Q: 3 clusters Score -1.30576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -13057607.000000 Penalty: 3749.167236
	Iteration 22Q: 3 clusters Score -1.305761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -13057605.000000 Penalty: 3749.167236
	Iteration 23Q: 3 clusters Score -1.30576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -13057611.000000 Penalty: 3749.167236
	Iteration 24Q: 3 clusters Score -1.305761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -13057609.000000 Penalty: 3749.167236
	Iteration 25Q: 3 clusters Score -1.305761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -13057628.000000 Penalty: 3749.167236
	Iteration 26Q: 3 clusters Score -1.305763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -13057632.000000 Penalty: 3749.167236
	Iteration 27Q: 3 clusters Score -1.305763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -13057640.000000 Penalty: 3749.167236
	Iteration 28Q: 3 clusters Score -1.305764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -13057631.000000 Penalty: 3749.167236
	Iteration 29Q: 3 clusters Score -1.305763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -13057630.000000 Penalty: 3749.167236
	Iteration 30Q: 3 clusters Score -1.305763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -13057619.000000 Penalty: 3749.167236
	Iteration 31Q: 3 clusters Score -1.305762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -13057629.000000 Penalty: 3749.167236
	Iteration 32Q: 3 clusters Score -1.305763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
Score: -13057621.000000 Penalty: 3749.167236
	Iteration 33Q: 3 clusters Score -1.305762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -13057627.000000 Penalty: 3749.167236
	Iteration 34Q: 3 clusters Score -1.305763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -13057625.000000 Penalty: 3749.167236
	Iteration 35Q: 3 clusters Score -1.305762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -13057630.000000 Penalty: 3749.167236
	Iteration 36Q: 3 clusters Score -1.305763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -13057629.000000 Penalty: 3749.167236
	Iteration 37Q: 3 clusters Score -1.305763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -13057629.000000 Penalty: 3749.167236
	Iteration 38F: 3 clusters Score -1.305763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -38810.777344 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -38810.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37945.398438 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -37945.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38050.191406 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -38050.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38098.417969 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -38098.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38134.660156 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -38134.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38151.875000 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -38151.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38157.828125 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -38157.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38166.425781 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -38166.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38171.230469 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -38171.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38179.519531 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -38179.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38185.070312 Penalty: 1901.030518
	Iteration 9Q: 3 clusters Score -38185.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38186.371094 Penalty: 1901.030518
	Iteration 10Q: 3 clusters Score -38186.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38186.371094 Penalty: 1901.030518
	Iteration 11F: 3 clusters Score -38186.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Entering Unmasked Estep 
Score: -1904940.875000 Penalty: 1564.538940
	Iteration 0F: 2 clusters Score -1904941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1894462.500000 Penalty: 3129.077881
	Iteration 0F: 3 clusters Score -1894462 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1897962.875000 Penalty: 3129.077881
	Iteration 1F: 3 clusters Score -1897963 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1898216.250000 Penalty: 3129.077881
	Iteration 2Q: 3 clusters Score -1898216 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1898435.375000 Penalty: 3129.077881
	Iteration 3Q: 3 clusters Score -1898435 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1898628.625000 Penalty: 3129.077881
	Iteration 4Q: 3 clusters Score -1898629 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1898790.625000 Penalty: 3129.077881
	Iteration 5Q: 3 clusters Score -1898791 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1898943.500000 Penalty: 3129.077881
	Iteration 6Q: 3 clusters Score -1898944 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1899091.000000 Penalty: 3129.077881
	Iteration 7Q: 3 clusters Score -1899091 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1899243.000000 Penalty: 3129.077881
	Iteration 8Q: 3 clusters Score -1899243 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1899406.250000 Penalty: 3129.077881
	Iteration 9Q: 3 clusters Score -1899406 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1899627.125000 Penalty: 3129.077881
	Iteration 10Q: 3 clusters Score -1899627 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1899912.125000 Penalty: 3129.077881
	Iteration 11Q: 3 clusters Score -1899912 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1900329.875000 Penalty: 3129.077881
	Iteration 12Q: 3 clusters Score -1900330 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1900822.500000 Penalty: 3129.077881
	Iteration 13Q: 3 clusters Score -1900822 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1901264.250000 Penalty: 3129.077881
	Iteration 14Q: 3 clusters Score -1901264 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1901585.500000 Penalty: 3129.077881
	Iteration 15Q: 3 clusters Score -1901586 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1901788.750000 Penalty: 3129.077881
	Iteration 16Q: 3 clusters Score -1901789 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1901917.625000 Penalty: 3129.077881
	Iteration 17Q: 3 clusters Score -1901918 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1902020.875000 Penalty: 3129.077881
	Iteration 18Q: 3 clusters Score -1902021 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1902105.250000 Penalty: 3129.077881
	Iteration 19Q: 3 clusters Score -1902105 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1902180.375000 Penalty: 3129.077881
	Iteration 20F: 3 clusters Score -1902180 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1902227.250000 Penalty: 3129.077881
	Iteration 21Q: 3 clusters Score -1902227 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1902281.500000 Penalty: 3129.077881
	Iteration 22Q: 3 clusters Score -1902282 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1902339.875000 Penalty: 3129.077881
	Iteration 23Q: 3 clusters Score -1902340 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1902379.625000 Penalty: 3129.077881
	Iteration 24Q: 3 clusters Score -1902380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1902417.000000 Penalty: 3129.077881
	Iteration 25Q: 3 clusters Score -1902417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1902464.375000 Penalty: 3129.077881
	Iteration 26Q: 3 clusters Score -1902464 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1902526.625000 Penalty: 3129.077881
	Iteration 27Q: 3 clusters Score -1902527 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1902592.875000 Penalty: 3129.077881
	Iteration 28Q: 3 clusters Score -1902593 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1902667.125000 Penalty: 3129.077881
	Iteration 29Q: 3 clusters Score -1902667 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1902728.500000 Penalty: 3129.077881
	Iteration 30Q: 3 clusters Score -1902728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1902791.250000 Penalty: 3129.077881
	Iteration 31Q: 3 clusters Score -1902791 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1902856.750000 Penalty: 3129.077881
	Iteration 32Q: 3 clusters Score -1902857 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1902911.750000 Penalty: 3129.077881
	Iteration 33Q: 3 clusters Score -1902912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1902958.375000 Penalty: 3129.077881
	Iteration 34Q: 3 clusters Score -1902958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1903004.125000 Penalty: 3129.077881
	Iteration 35Q: 3 clusters Score -1903004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1903046.750000 Penalty: 3129.077881
	Iteration 36Q: 3 clusters Score -1903047 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1903075.625000 Penalty: 3129.077881
	Iteration 37Q: 3 clusters Score -1903076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1903127.000000 Penalty: 3129.077881
	Iteration 38Q: 3 clusters Score -1903127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1903165.125000 Penalty: 3129.077881
	Iteration 39Q: 3 clusters Score -1903165 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1903205.250000 Penalty: 3129.077881
	Iteration 40F: 3 clusters Score -1903205 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1903252.250000 Penalty: 3129.077881
	Iteration 41Q: 3 clusters Score -1903252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1903289.000000 Penalty: 3129.077881
	Iteration 42Q: 3 clusters Score -1903289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1903316.250000 Penalty: 3129.077881
	Iteration 43Q: 3 clusters Score -1903316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1903344.875000 Penalty: 3129.077881
	Iteration 44Q: 3 clusters Score -1903345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1903359.125000 Penalty: 3129.077881
	Iteration 45Q: 3 clusters Score -1903359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1903368.625000 Penalty: 3129.077881
	Iteration 46Q: 3 clusters Score -1903369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1903375.500000 Penalty: 3129.077881
	Iteration 47Q: 3 clusters Score -1903376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1903385.625000 Penalty: 3129.077881
	Iteration 48Q: 3 clusters Score -1903386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1903399.375000 Penalty: 3129.077881
	Iteration 49Q: 3 clusters Score -1903399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1903412.250000 Penalty: 3129.077881
	Iteration 50Q: 3 clusters Score -1903412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1903417.875000 Penalty: 3129.077881
	Iteration 51Q: 3 clusters Score -1903418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1903446.375000 Penalty: 3129.077881
	Iteration 52Q: 3 clusters Score -1903446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1903469.000000 Penalty: 3129.077881
	Iteration 53Q: 3 clusters Score -1903469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1903484.250000 Penalty: 3129.077881
	Iteration 54Q: 3 clusters Score -1903484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1903508.250000 Penalty: 3129.077881
	Iteration 55Q: 3 clusters Score -1903508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1903529.250000 Penalty: 3129.077881
	Iteration 56Q: 3 clusters Score -1903529 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1903553.750000 Penalty: 3129.077881
	Iteration 57Q: 3 clusters Score -1903554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1903567.750000 Penalty: 3129.077881
	Iteration 58Q: 3 clusters Score -1903568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1903575.750000 Penalty: 3129.077881
	Iteration 59Q: 3 clusters Score -1903576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1903586.000000 Penalty: 3129.077881
	Iteration 60F: 3 clusters Score -1903586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1903596.375000 Penalty: 3129.077881
	Iteration 61Q: 3 clusters Score -1903596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1903604.750000 Penalty: 3129.077881
	Iteration 62Q: 3 clusters Score -1903605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1903610.250000 Penalty: 3129.077881
	Iteration 63Q: 3 clusters Score -1903610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1903613.500000 Penalty: 3129.077881
	Iteration 64Q: 3 clusters Score -1903614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1903614.625000 Penalty: 3129.077881
	Iteration 65Q: 3 clusters Score -1903615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1903621.750000 Penalty: 3129.077881
	Iteration 66Q: 3 clusters Score -1903622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1903624.125000 Penalty: 3129.077881
	Iteration 67Q: 3 clusters Score -1903624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1903624.125000 Penalty: 3129.077881
	Iteration 68Q: 3 clusters Score -1903624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1903625.375000 Penalty: 3129.077881
	Iteration 69Q: 3 clusters Score -1903625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1903627.250000 Penalty: 3129.077881
	Iteration 70Q: 3 clusters Score -1903627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1903629.125000 Penalty: 3129.077881
	Iteration 71Q: 3 clusters Score -1903629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1903630.875000 Penalty: 3129.077881
	Iteration 72Q: 3 clusters Score -1903631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1903630.000000 Penalty: 3129.077881
	Iteration 73Q: 3 clusters Score -1903630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1903629.125000 Penalty: 3129.077881
	Iteration 74Q: 3 clusters Score -1903629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1903631.000000 Penalty: 3129.077881
	Iteration 75Q: 3 clusters Score -1903631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1903632.875000 Penalty: 3129.077881
	Iteration 76Q: 3 clusters Score -1903633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1903633.125000 Penalty: 3129.077881
	Iteration 77Q: 3 clusters Score -1903633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1903633.125000 Penalty: 3129.077881
	Iteration 78Q: 3 clusters Score -1903633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1903633.125000 Penalty: 3129.077881
	Iteration 79F: 3 clusters Score -1903633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -263035.531250 Penalty: 1233.923340
	Iteration 0F: 2 clusters Score -263035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -260914.031250 Penalty: 2467.846680
	Iteration 0F: 3 clusters Score -260914 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -261334.546875 Penalty: 2467.846680
	Iteration 1F: 3 clusters Score -261334.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -261438.484375 Penalty: 2467.846680
	Iteration 2F: 3 clusters Score -261438.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -261513.687500 Penalty: 2467.846680
	Iteration 3F: 3 clusters Score -261513.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -261562.265625 Penalty: 2467.846680
	Iteration 4Q: 3 clusters Score -261562.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -261593.953125 Penalty: 2467.846680
	Iteration 5Q: 3 clusters Score -261594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -261616.671875 Penalty: 2467.846680
	Iteration 6Q: 3 clusters Score -261616.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -261633.375000 Penalty: 2467.846680
	Iteration 7Q: 3 clusters Score -261633.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -261643.609375 Penalty: 2467.846680
	Iteration 8Q: 3 clusters Score -261643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -261646.890625 Penalty: 2467.846680
	Iteration 9Q: 3 clusters Score -261646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -261650.156250 Penalty: 2467.846680
	Iteration 10Q: 3 clusters Score -261650.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -261655.156250 Penalty: 2467.846680
	Iteration 11Q: 3 clusters Score -261655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -261660.765625 Penalty: 2467.846680
	Iteration 12Q: 3 clusters Score -261660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -261663.640625 Penalty: 2467.846680
	Iteration 13Q: 3 clusters Score -261663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -261665.375000 Penalty: 2467.846680
	Iteration 14Q: 3 clusters Score -261665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -261667.562500 Penalty: 2467.846680
	Iteration 15Q: 3 clusters Score -261667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -261670.250000 Penalty: 2467.846680
	Iteration 16Q: 3 clusters Score -261670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -261673.359375 Penalty: 2467.846680
	Iteration 17Q: 3 clusters Score -261673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -261676.515625 Penalty: 2467.846680
	Iteration 18Q: 3 clusters Score -261676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261677.656250 Penalty: 2467.846680
	Iteration 19Q: 3 clusters Score -261677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -261679.140625 Penalty: 2467.846680
	Iteration 20F: 3 clusters Score -261679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -261681.421875 Penalty: 2467.846680
	Iteration 21Q: 3 clusters Score -261681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -261686.406250 Penalty: 2467.846680
	Iteration 22Q: 3 clusters Score -261686.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -261691.687500 Penalty: 2467.846680
	Iteration 23Q: 3 clusters Score -261691.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -261696.125000 Penalty: 2467.846680
	Iteration 24Q: 3 clusters Score -261696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -261699.468750 Penalty: 2467.846680
	Iteration 25Q: 3 clusters Score -261699.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -261701.843750 Penalty: 2467.846680
	Iteration 26Q: 3 clusters Score -261701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -261704.406250 Penalty: 2467.846680
	Iteration 27Q: 3 clusters Score -261704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -261706.562500 Penalty: 2467.846680
	Iteration 28Q: 3 clusters Score -261706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -261707.171875 Penalty: 2467.846680
	Iteration 29Q: 3 clusters Score -261707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -261707.171875 Penalty: 2467.846680
	Iteration 30F: 3 clusters Score -261707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Entering Unmasked Estep 
Score: -13783319.000000 Penalty: 1880.891479
	Iteration 0F: 2 clusters Score -1.378332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -13719275.000000 Penalty: 3761.782959
	Iteration 0F: 3 clusters Score -1.371928e+07 nChanged 51023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -13749056.000000 Penalty: 3761.782959
	Iteration 1F: 3 clusters Score -1.374906e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -13750306.000000 Penalty: 3761.782959
	Iteration 2Q: 3 clusters Score -1.375031e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -13752332.000000 Penalty: 3761.782959
	Iteration 3F: 3 clusters Score -1.375233e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -13755258.000000 Penalty: 3761.782959
	Iteration 4F: 3 clusters Score -1.375526e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -13759133.000000 Penalty: 3761.782959
	Iteration 5F: 3 clusters Score -1.375913e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -13763605.000000 Penalty: 3761.782959
	Iteration 6F: 3 clusters Score -1.37636e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 86553 members 
Entering Unmasked Estep 
Score: -13767797.000000 Penalty: 3761.782959
	Iteration 7F: 3 clusters Score -1.37678e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -13771565.000000 Penalty: 3761.782959
	Iteration 8F: 3 clusters Score -1.377156e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -13774780.000000 Penalty: 3761.782959
	Iteration 9Q: 3 clusters Score -1.377478e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -13777202.000000 Penalty: 3761.782959
	Iteration 10Q: 3 clusters Score -1.37772e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -13779260.000000 Penalty: 3761.782959
	Iteration 11Q: 3 clusters Score -1.377926e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -13780398.000000 Penalty: 3761.782959
	Iteration 12Q: 3 clusters Score -1.37804e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -13780934.000000 Penalty: 3761.782959
	Iteration 13Q: 3 clusters Score -1.378093e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 105394 members 
Entering Unmasked Estep 
Score: -13781258.000000 Penalty: 3761.782959
	Iteration 14Q: 3 clusters Score -1.378126e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 105659 members 
Entering Unmasked Estep 
Score: -13781417.000000 Penalty: 3761.782959
	Iteration 15Q: 3 clusters Score -1.378142e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -13781559.000000 Penalty: 3761.782959
	Iteration 16Q: 3 clusters Score -1.378156e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -13781652.000000 Penalty: 3761.782959
	Iteration 17Q: 3 clusters Score -1.378165e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 105932 members 
Entering Unmasked Estep 
Score: -13781653.000000 Penalty: 3761.782959
	Iteration 18Q: 3 clusters Score -1.378165e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 105960 members 
Entering Unmasked Estep 
Score: -13781668.000000 Penalty: 3761.782959
	Iteration 19Q: 3 clusters Score -1.378167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -13781700.000000 Penalty: 3761.782959
	Iteration 20F: 3 clusters Score -1.37817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 105983 members 
Entering Unmasked Estep 
Score: -13781692.000000 Penalty: 3761.782959
	Iteration 21Q: 3 clusters Score -1.378169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 105991 members 
Entering Unmasked Estep 
Score: -13781697.000000 Penalty: 3761.782959
	Iteration 22Q: 3 clusters Score -1.37817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -13781705.000000 Penalty: 3761.782959
	Iteration 23Q: 3 clusters Score -1.37817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -13781705.000000 Penalty: 3761.782959
	Iteration 24Q: 3 clusters Score -1.37817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -13781707.000000 Penalty: 3761.782959
	Iteration 25Q: 3 clusters Score -1.378171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 106011 members 
Entering Unmasked Estep 
Score: -13781710.000000 Penalty: 3761.782959
	Iteration 26Q: 3 clusters Score -1.378171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 106013 members 
Entering Unmasked Estep 
Score: -13781701.000000 Penalty: 3761.782959
	Iteration 27Q: 3 clusters Score -1.37817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -13781711.000000 Penalty: 3761.782959
	Iteration 28Q: 3 clusters Score -1.378171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -13781716.000000 Penalty: 3761.782959
	Iteration 29Q: 3 clusters Score -1.378172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -13781714.000000 Penalty: 3761.782959
	Iteration 30Q: 3 clusters Score -1.378171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -13781714.000000 Penalty: 3761.782959
	Iteration 31Q: 3 clusters Score -1.378171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -13781710.000000 Penalty: 3761.782959
	Iteration 32Q: 3 clusters Score -1.378171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -13781718.000000 Penalty: 3761.782959
	Iteration 33Q: 3 clusters Score -1.378172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -13781728.000000 Penalty: 3761.782959
	Iteration 34Q: 3 clusters Score -1.378173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -13781732.000000 Penalty: 3761.782959
	Iteration 35Q: 3 clusters Score -1.378173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -13781726.000000 Penalty: 3761.782959
	Iteration 36Q: 3 clusters Score -1.378173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -13781726.000000 Penalty: 3761.782959
	Iteration 37F: 3 clusters Score -1.378173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Entering Unmasked Estep 
Score: -1248319.625000 Penalty: 1491.981689
	Iteration 0F: 2 clusters Score -1248320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1241354.000000 Penalty: 2983.963379
	Iteration 0F: 3 clusters Score -1241354 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1243686.375000 Penalty: 2983.963379
	Iteration 1F: 3 clusters Score -1243686 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1244008.375000 Penalty: 2983.963379
	Iteration 2F: 3 clusters Score -1244008 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1244286.125000 Penalty: 2983.963379
	Iteration 3F: 3 clusters Score -1244286 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1244592.500000 Penalty: 2983.963379
	Iteration 4F: 3 clusters Score -1244592 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1244927.750000 Penalty: 2983.963379
	Iteration 5F: 3 clusters Score -1244928 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1245283.000000 Penalty: 2983.963379
	Iteration 6F: 3 clusters Score -1245283 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1245630.375000 Penalty: 2983.963379
	Iteration 7F: 3 clusters Score -1245630 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1245928.500000 Penalty: 2983.963379
	Iteration 8Q: 3 clusters Score -1245928 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1246128.000000 Penalty: 2983.963379
	Iteration 9Q: 3 clusters Score -1246128 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1246231.000000 Penalty: 2983.963379
	Iteration 10Q: 3 clusters Score -1246231 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1246282.000000 Penalty: 2983.963379
	Iteration 11Q: 3 clusters Score -1246282 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1246309.375000 Penalty: 2983.963379
	Iteration 12Q: 3 clusters Score -1246309 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1246345.500000 Penalty: 2983.963379
	Iteration 13Q: 3 clusters Score -1246346 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1246376.875000 Penalty: 2983.963379
	Iteration 14Q: 3 clusters Score -1246377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1246406.250000 Penalty: 2983.963379
	Iteration 15Q: 3 clusters Score -1246406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1246425.500000 Penalty: 2983.963379
	Iteration 16Q: 3 clusters Score -1246426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1246434.500000 Penalty: 2983.963379
	Iteration 17Q: 3 clusters Score -1246434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1246451.375000 Penalty: 2983.963379
	Iteration 18Q: 3 clusters Score -1246451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1246459.625000 Penalty: 2983.963379
	Iteration 19Q: 3 clusters Score -1246460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1246477.750000 Penalty: 2983.963379
	Iteration 20F: 3 clusters Score -1246478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1246493.250000 Penalty: 2983.963379
	Iteration 21Q: 3 clusters Score -1246493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1246520.250000 Penalty: 2983.963379
	Iteration 22Q: 3 clusters Score -1246520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1246536.625000 Penalty: 2983.963379
	Iteration 23Q: 3 clusters Score -1246537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1246545.875000 Penalty: 2983.963379
	Iteration 24Q: 3 clusters Score -1246546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1246567.500000 Penalty: 2983.963379
	Iteration 25Q: 3 clusters Score -1246568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1246580.750000 Penalty: 2983.963379
	Iteration 26Q: 3 clusters Score -1246581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1246594.625000 Penalty: 2983.963379
	Iteration 27Q: 3 clusters Score -1246595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1246604.875000 Penalty: 2983.963379
	Iteration 28Q: 3 clusters Score -1246605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1246612.625000 Penalty: 2983.963379
	Iteration 29Q: 3 clusters Score -1246613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1246619.375000 Penalty: 2983.963379
	Iteration 30Q: 3 clusters Score -1246619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1246626.125000 Penalty: 2983.963379
	Iteration 31Q: 3 clusters Score -1246626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1246629.625000 Penalty: 2983.963379
	Iteration 32Q: 3 clusters Score -1246630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1246631.875000 Penalty: 2983.963379
	Iteration 33Q: 3 clusters Score -1246632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1246637.375000 Penalty: 2983.963379
	Iteration 34Q: 3 clusters Score -1246637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1246636.125000 Penalty: 2983.963379
	Iteration 35Q: 3 clusters Score -1246636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1246641.000000 Penalty: 2983.963379
	Iteration 36Q: 3 clusters Score -1246641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1246641.375000 Penalty: 2983.963379
	Iteration 37Q: 3 clusters Score -1246641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1246641.500000 Penalty: 2983.963379
	Iteration 38Q: 3 clusters Score -1246642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1246640.625000 Penalty: 2983.963379
	Iteration 39Q: 3 clusters Score -1246641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1246645.250000 Penalty: 2983.963379
	Iteration 40F: 3 clusters Score -1246645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1246641.125000 Penalty: 2983.963379
	Iteration 41Q: 3 clusters Score -1246641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1246644.250000 Penalty: 2983.963379
	Iteration 42Q: 3 clusters Score -1246644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1246645.875000 Penalty: 2983.963379
	Iteration 43Q: 3 clusters Score -1246646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1246646.250000 Penalty: 2983.963379
	Iteration 44Q: 3 clusters Score -1246646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1246647.000000 Penalty: 2983.963379
	Iteration 45Q: 3 clusters Score -1246647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1246652.375000 Penalty: 2983.963379
	Iteration 46Q: 3 clusters Score -1246652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1246653.250000 Penalty: 2983.963379
	Iteration 47Q: 3 clusters Score -1246653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1246656.875000 Penalty: 2983.963379
	Iteration 48Q: 3 clusters Score -1246657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1246659.750000 Penalty: 2983.963379
	Iteration 49Q: 3 clusters Score -1246660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1246663.375000 Penalty: 2983.963379
	Iteration 50Q: 3 clusters Score -1246663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1246669.625000 Penalty: 2983.963379
	Iteration 51Q: 3 clusters Score -1246670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1246673.375000 Penalty: 2983.963379
	Iteration 52Q: 3 clusters Score -1246673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1246674.250000 Penalty: 2983.963379
	Iteration 53Q: 3 clusters Score -1246674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1246680.375000 Penalty: 2983.963379
	Iteration 54Q: 3 clusters Score -1246680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1246680.875000 Penalty: 2983.963379
	Iteration 55Q: 3 clusters Score -1246681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1246681.375000 Penalty: 2983.963379
	Iteration 56Q: 3 clusters Score -1246681 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1246684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1246682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1246686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1246687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1246689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1246694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1246693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1246697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1246700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1246704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1246710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1246710 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1246711 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1246721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1246720 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1246725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1246731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1246740 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1246752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1246758 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1246765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1246776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7444 members 
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	Iteration 79Q: 3 clusters Score -1246787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1246796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1246801 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7543 members 
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	Iteration 82Q: 3 clusters Score -1246806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7568 members 
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	Iteration 83Q: 3 clusters Score -1246810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7582 members 
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	Iteration 84Q: 3 clusters Score -1246810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1246813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1246814 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1246813 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1246817 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1246819 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1246822 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1246829 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1246829 nChanged 22
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Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1246834 nChanged 20
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Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7710 members 
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	Iteration 94Q: 3 clusters Score -1246839 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7731 members 
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	Iteration 95Q: 3 clusters Score -1246845 nChanged 18
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Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1246850 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1246854 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1246856 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7800 members 
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	Iteration 99Q: 3 clusters Score -1246860 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7809 members 
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	Iteration 100F: 3 clusters Score -1246861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1246860 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1246863 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1246861 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1246866 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1246868 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7865 members 
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	Iteration 106Q: 3 clusters Score -1246871 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7886 members 
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	Iteration 107Q: 3 clusters Score -1246875 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7907 members 
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	Iteration 108Q: 3 clusters Score -1246881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7931 members 
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	Iteration 109Q: 3 clusters Score -1246885 nChanged 20
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Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7951 members 
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	Iteration 110Q: 3 clusters Score -1246891 nChanged 14
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Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7965 members 
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	Iteration 111Q: 3 clusters Score -1246893 nChanged 13
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Mstep: Class 1 contains 1737 members 
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	Iteration 112Q: 3 clusters Score -1246894 nChanged 21
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Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1246902 nChanged 19
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Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1246905 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1246907 nChanged 9
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Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8032 members 
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	Iteration 116Q: 3 clusters Score -1246906 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1246910 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1246910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8049 members 
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	Iteration 119Q: 3 clusters Score -1246910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1246910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1246911 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8060 members 
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	Iteration 122Q: 3 clusters Score -1246911 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1246913.625000 Penalty: 2983.963379
	Iteration 123Q: 3 clusters Score -1246914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1246915.125000 Penalty: 2983.963379
	Iteration 124Q: 3 clusters Score -1246915 nChanged 6
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Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1246918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1246916 nChanged 5
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Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8086 members 
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	Iteration 127Q: 3 clusters Score -1246917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1246918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1246917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1246920.500000 Penalty: 2983.963379
	Iteration 130Q: 3 clusters Score -1246920 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1246918 nChanged 4
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Mstep: Class 1 contains 1610 members 
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	Iteration 132Q: 3 clusters Score -1246920 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1246921.000000 Penalty: 2983.963379
	Iteration 133Q: 3 clusters Score -1246921 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1246924 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8118 members 
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	Iteration 135Q: 3 clusters Score -1246925 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8121 members 
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	Iteration 136Q: 3 clusters Score -1246925 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8126 members 
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	Iteration 137Q: 3 clusters Score -1246925 nChanged 4
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Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8130 members 
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	Iteration 138Q: 3 clusters Score -1246925 nChanged 5
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Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8135 members 
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	Iteration 139Q: 3 clusters Score -1246927 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1246928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1246928 nChanged 6
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Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1246930.875000 Penalty: 2983.963379
	Iteration 142Q: 3 clusters Score -1246931 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1246932.875000 Penalty: 2983.963379
	Iteration 143Q: 3 clusters Score -1246933 nChanged 7
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Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1246934.750000 Penalty: 2983.963379
	Iteration 144Q: 3 clusters Score -1246935 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1246936 nChanged 4
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Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1246937.375000 Penalty: 2983.963379
	Iteration 146Q: 3 clusters Score -1246937 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1246937 nChanged 3
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Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1246938.000000 Penalty: 2983.963379
	Iteration 148Q: 3 clusters Score -1246938 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1246935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1246935.750000 Penalty: 2983.963379
	Iteration 150Q: 3 clusters Score -1246936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1246936.750000 Penalty: 2983.963379
	Iteration 151Q: 3 clusters Score -1246937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1246936.750000 Penalty: 2983.963379
	Iteration 152Q: 3 clusters Score -1246937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1246936.375000 Penalty: 2983.963379
	Iteration 153Q: 3 clusters Score -1246936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1246937.125000 Penalty: 2983.963379
	Iteration 154Q: 3 clusters Score -1246937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1246938.750000 Penalty: 2983.963379
	Iteration 155Q: 3 clusters Score -1246939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1246937.375000 Penalty: 2983.963379
	Iteration 156Q: 3 clusters Score -1246937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1246936.625000 Penalty: 2983.963379
	Iteration 157Q: 3 clusters Score -1246937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1246938.750000 Penalty: 2983.963379
	Iteration 158Q: 3 clusters Score -1246939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1246938.750000 Penalty: 2983.963379
	Iteration 159F: 3 clusters Score -1246939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (110058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Entering Unmasked Estep 
Score: -14029111.000000 Penalty: 1886.423950
	Iteration 0F: 2 clusters Score -1.402911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -13957430.000000 Penalty: 3772.847900
	Iteration 0F: 3 clusters Score -1.395743e+07 nChanged 52828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -13988540.000000 Penalty: 3772.847900
	Iteration 1F: 3 clusters Score -1.398854e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -13989953.000000 Penalty: 3772.847900
	Iteration 2Q: 3 clusters Score -1.398995e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -13992070.000000 Penalty: 3772.847900
	Iteration 3Q: 3 clusters Score -1.399207e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 72929 members 
Entering Unmasked Estep 
Score: -13996058.000000 Penalty: 3772.847900
	Iteration 4F: 3 clusters Score -1.399606e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -14002376.000000 Penalty: 3772.847900
	Iteration 5F: 3 clusters Score -1.400238e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -14011026.000000 Penalty: 3772.847900
	Iteration 6F: 3 clusters Score -1.401103e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -14018804.000000 Penalty: 3772.847900
	Iteration 7F: 3 clusters Score -1.40188e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 104736 members 
Entering Unmasked Estep 
Score: -14023603.000000 Penalty: 3772.847900
	Iteration 8F: 3 clusters Score -1.40236e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 107803 members 
Entering Unmasked Estep 
Score: -14026059.000000 Penalty: 3772.847900
	Iteration 9Q: 3 clusters Score -1.402606e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 109064 members 
Entering Unmasked Estep 
Score: -14026889.000000 Penalty: 3772.847900
	Iteration 10Q: 3 clusters Score -1.402689e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 109543 members 
Entering Unmasked Estep 
Score: -14027189.000000 Penalty: 3772.847900
	Iteration 11Q: 3 clusters Score -1.402719e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -14027353.000000 Penalty: 3772.847900
	Iteration 12Q: 3 clusters Score -1.402735e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -14027434.000000 Penalty: 3772.847900
	Iteration 13Q: 3 clusters Score -1.402743e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 109834 members 
Entering Unmasked Estep 
Score: -14027449.000000 Penalty: 3772.847900
	Iteration 14Q: 3 clusters Score -1.402745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 109850 members 
Entering Unmasked Estep 
Score: -14027464.000000 Penalty: 3772.847900
	Iteration 15Q: 3 clusters Score -1.402746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 109857 members 
Entering Unmasked Estep 
Score: -14027476.000000 Penalty: 3772.847900
	Iteration 16Q: 3 clusters Score -1.402748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 109866 members 
Entering Unmasked Estep 
Score: -14027482.000000 Penalty: 3772.847900
	Iteration 17Q: 3 clusters Score -1.402748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109870 members 
Entering Unmasked Estep 
Score: -14027491.000000 Penalty: 3772.847900
	Iteration 18Q: 3 clusters Score -1.402749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -14027497.000000 Penalty: 3772.847900
	Iteration 19Q: 3 clusters Score -1.40275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -14027503.000000 Penalty: 3772.847900
	Iteration 20F: 3 clusters Score -1.40275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109877 members 
Entering Unmasked Estep 
Score: -14027505.000000 Penalty: 3772.847900
	Iteration 21Q: 3 clusters Score -1.40275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -14027504.000000 Penalty: 3772.847900
	Iteration 22Q: 3 clusters Score -1.40275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -14027504.000000 Penalty: 3772.847900
	Iteration 23F: 3 clusters Score -1.40275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -29890.937500 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -29890.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29023.642578 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -29023.64 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29403.455078 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -29403.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29585.566406 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -29585.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29693.363281 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -29693.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29838.937500 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -29838.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29915.787109 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -29915.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29928.779297 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -29928.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29945.652344 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -29945.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29955.781250 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -29955.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29968.648438 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -29968.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29971.111328 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -29971.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29978.628906 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -29978.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29979.169922 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -29979.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29982.851562 Penalty: 1960.753052
	Iteration 13F: 3 clusters Score -29982.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30006.214844 Penalty: 1960.753052
	Iteration 14Q: 3 clusters Score -30006.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30054.230469 Penalty: 1960.753052
	Iteration 15Q: 3 clusters Score -30054.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30100.367188 Penalty: 1960.753052
	Iteration 16Q: 3 clusters Score -30100.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30145.384766 Penalty: 1960.753052
	Iteration 17Q: 3 clusters Score -30145.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30175.912109 Penalty: 1960.753052
	Iteration 18Q: 3 clusters Score -30175.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30219.044922 Penalty: 1960.753052
	Iteration 19Q: 3 clusters Score -30219.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30269.957031 Penalty: 1960.753052
	Iteration 20F: 3 clusters Score -30269.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102324 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 106374 members 
Mstep: Class 7 contains 9715 members 
Mstep: Class 8 contains 110058 members 
Mstep: Class 9 contains 244 members 
Mstep: Class 10 contains 113279 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 36442 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73674 members 
Entering Unmasked Estep 
Score: -72821376.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72822184.000000 to -72821376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (113279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113279 members 
Entering Unmasked Estep 
Score: -14482600.000000 Penalty: 1891.111572
	Iteration 0F: 2 clusters Score -1.44826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -14412663.000000 Penalty: 3782.223145
	Iteration 0F: 3 clusters Score -1.441266e+07 nChanged 54204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -14444440.000000 Penalty: 3782.223145
	Iteration 1F: 3 clusters Score -1.444444e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -14445293.000000 Penalty: 3782.223145
	Iteration 2Q: 3 clusters Score -1.444529e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -14446584.000000 Penalty: 3782.223145
	Iteration 3Q: 3 clusters Score -1.444658e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -14448550.000000 Penalty: 3782.223145
	Iteration 4Q: 3 clusters Score -1.444855e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -14451766.000000 Penalty: 3782.223145
	Iteration 5F: 3 clusters Score -1.445177e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -14456878.000000 Penalty: 3782.223145
	Iteration 6F: 3 clusters Score -1.445688e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -14463597.000000 Penalty: 3782.223145
	Iteration 7F: 3 clusters Score -1.44636e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -14470818.000000 Penalty: 3782.223145
	Iteration 8F: 3 clusters Score -1.447082e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -14476079.000000 Penalty: 3782.223145
	Iteration 9F: 3 clusters Score -1.447608e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -14479197.000000 Penalty: 3782.223145
	Iteration 10Q: 3 clusters Score -1.44792e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110610 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -14480434.000000 Penalty: 3782.223145
	Iteration 11Q: 3 clusters Score -1.448043e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111803 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14480747.000000 Penalty: 3782.223145
	Iteration 12Q: 3 clusters Score -1.448075e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112318 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14480943.000000 Penalty: 3782.223145
	Iteration 13Q: 3 clusters Score -1.448094e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112550 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14480969.000000 Penalty: 3782.223145
	Iteration 14Q: 3 clusters Score -1.448097e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112676 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14481000.000000 Penalty: 3782.223145
	Iteration 15Q: 3 clusters Score -1.4481e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112744 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -14481018.000000 Penalty: 3782.223145
	Iteration 16Q: 3 clusters Score -1.448102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112790 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14481055.000000 Penalty: 3782.223145
	Iteration 17Q: 3 clusters Score -1.448106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112825 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -14481080.000000 Penalty: 3782.223145
	Iteration 18Q: 3 clusters Score -1.448108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112851 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14481092.000000 Penalty: 3782.223145
	Iteration 19Q: 3 clusters Score -1.448109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112862 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14481090.000000 Penalty: 3782.223145
	Iteration 20F: 3 clusters Score -1.448109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14481105.000000 Penalty: 3782.223145
	Iteration 21Q: 3 clusters Score -1.44811e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112882 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -14481115.000000 Penalty: 3782.223145
	Iteration 22Q: 3 clusters Score -1.448112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -14481117.000000 Penalty: 3782.223145
	Iteration 23Q: 3 clusters Score -1.448112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112893 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14481116.000000 Penalty: 3782.223145
	Iteration 24Q: 3 clusters Score -1.448112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14481115.000000 Penalty: 3782.223145
	Iteration 25Q: 3 clusters Score -1.448112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14481111.000000 Penalty: 3782.223145
	Iteration 26Q: 3 clusters Score -1.448111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14481126.000000 Penalty: 3782.223145
	Iteration 27Q: 3 clusters Score -1.448113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112895 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14481128.000000 Penalty: 3782.223145
	Iteration 28Q: 3 clusters Score -1.448113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112896 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14481132.000000 Penalty: 3782.223145
	Iteration 29Q: 3 clusters Score -1.448113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112896 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14481132.000000 Penalty: 3782.223145
	Iteration 30F: 3 clusters Score -1.448113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -377295.718750 Penalty: 1308.031860
	Iteration 0F: 2 clusters Score -377295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -374475.593750 Penalty: 2616.063721
	Iteration 0F: 3 clusters Score -374475.6 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -375168.406250 Penalty: 2616.063721
	Iteration 1F: 3 clusters Score -375168.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -375317.281250 Penalty: 2616.063721
	Iteration 2F: 3 clusters Score -375317.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -375409.000000 Penalty: 2616.063721
	Iteration 3Q: 3 clusters Score -375409 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -375487.531250 Penalty: 2616.063721
	Iteration 4Q: 3 clusters Score -375487.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -375561.718750 Penalty: 2616.063721
	Iteration 5Q: 3 clusters Score -375561.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -375621.031250 Penalty: 2616.063721
	Iteration 6Q: 3 clusters Score -375621 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -375676.437500 Penalty: 2616.063721
	Iteration 7Q: 3 clusters Score -375676.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -375729.437500 Penalty: 2616.063721
	Iteration 8Q: 3 clusters Score -375729.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -375786.531250 Penalty: 2616.063721
	Iteration 9Q: 3 clusters Score -375786.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -375854.000000 Penalty: 2616.063721
	Iteration 10Q: 3 clusters Score -375854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -375906.406250 Penalty: 2616.063721
	Iteration 11Q: 3 clusters Score -375906.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -375945.875000 Penalty: 2616.063721
	Iteration 12Q: 3 clusters Score -375945.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -375996.687500 Penalty: 2616.063721
	Iteration 13Q: 3 clusters Score -375996.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -376053.187500 Penalty: 2616.063721
	Iteration 14Q: 3 clusters Score -376053.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -376109.375000 Penalty: 2616.063721
	Iteration 15Q: 3 clusters Score -376109.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -376162.343750 Penalty: 2616.063721
	Iteration 16Q: 3 clusters Score -376162.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -376218.812500 Penalty: 2616.063721
	Iteration 17Q: 3 clusters Score -376218.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -376274.062500 Penalty: 2616.063721
	Iteration 18Q: 3 clusters Score -376274.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -376308.718750 Penalty: 2616.063721
	Iteration 19Q: 3 clusters Score -376308.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -376345.343750 Penalty: 2616.063721
	Iteration 20F: 3 clusters Score -376345.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -376375.812500 Penalty: 2616.063721
	Iteration 21Q: 3 clusters Score -376375.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -376396.968750 Penalty: 2616.063721
	Iteration 22Q: 3 clusters Score -376397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -376423.406250 Penalty: 2616.063721
	Iteration 23Q: 3 clusters Score -376423.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -376449.656250 Penalty: 2616.063721
	Iteration 24Q: 3 clusters Score -376449.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -376468.812500 Penalty: 2616.063721
	Iteration 25Q: 3 clusters Score -376468.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -376477.281250 Penalty: 2616.063721
	Iteration 26Q: 3 clusters Score -376477.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -376487.250000 Penalty: 2616.063721
	Iteration 27Q: 3 clusters Score -376487.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -376492.750000 Penalty: 2616.063721
	Iteration 28Q: 3 clusters Score -376492.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -376497.187500 Penalty: 2616.063721
	Iteration 29Q: 3 clusters Score -376497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -376500.375000 Penalty: 2616.063721
	Iteration 30Q: 3 clusters Score -376500.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -376504.250000 Penalty: 2616.063721
	Iteration 31Q: 3 clusters Score -376504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -376507.093750 Penalty: 2616.063721
	Iteration 32Q: 3 clusters Score -376507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -376508.031250 Penalty: 2616.063721
	Iteration 33Q: 3 clusters Score -376508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -376508.562500 Penalty: 2616.063721
	Iteration 34Q: 3 clusters Score -376508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -376509.781250 Penalty: 2616.063721
	Iteration 35Q: 3 clusters Score -376509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -376509.406250 Penalty: 2616.063721
	Iteration 36Q: 3 clusters Score -376509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376510.312500 Penalty: 2616.063721
	Iteration 37Q: 3 clusters Score -376510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376510.312500 Penalty: 2616.063721
	Iteration 38F: 3 clusters Score -376510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Entering Unmasked Estep 
Score: -4681919.000000 Penalty: 1706.815063
	Iteration 0F: 2 clusters Score -4681919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4657359.000000 Penalty: 3413.630127
	Iteration 0F: 3 clusters Score -4657359 nChanged 16940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4667017.500000 Penalty: 3413.630127
	Iteration 1F: 3 clusters Score -4667018 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4667583.000000 Penalty: 3413.630127
	Iteration 2Q: 3 clusters Score -4667583 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -4668316.500000 Penalty: 3413.630127
	Iteration 3Q: 3 clusters Score -4668316 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4669413.000000 Penalty: 3413.630127
	Iteration 4F: 3 clusters Score -4669413 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -4670955.500000 Penalty: 3413.630127
	Iteration 5F: 3 clusters Score -4670956 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4673014.500000 Penalty: 3413.630127
	Iteration 6F: 3 clusters Score -4673014 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4675310.500000 Penalty: 3413.630127
	Iteration 7F: 3 clusters Score -4675310 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4677218.000000 Penalty: 3413.630127
	Iteration 8F: 3 clusters Score -4677218 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4678541.000000 Penalty: 3413.630127
	Iteration 9Q: 3 clusters Score -4678541 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4679391.000000 Penalty: 3413.630127
	Iteration 10Q: 3 clusters Score -4679391 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4679876.500000 Penalty: 3413.630127
	Iteration 11Q: 3 clusters Score -4679876 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4680104.000000 Penalty: 3413.630127
	Iteration 12Q: 3 clusters Score -4680104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4680204.000000 Penalty: 3413.630127
	Iteration 13Q: 3 clusters Score -4680204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4680259.500000 Penalty: 3413.630127
	Iteration 14Q: 3 clusters Score -4680260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4680298.000000 Penalty: 3413.630127
	Iteration 15Q: 3 clusters Score -4680298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4680333.000000 Penalty: 3413.630127
	Iteration 16Q: 3 clusters Score -4680333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4680363.500000 Penalty: 3413.630127
	Iteration 17Q: 3 clusters Score -4680364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4680386.000000 Penalty: 3413.630127
	Iteration 18Q: 3 clusters Score -4680386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4680403.000000 Penalty: 3413.630127
	Iteration 19Q: 3 clusters Score -4680403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4680416.000000 Penalty: 3413.630127
	Iteration 20F: 3 clusters Score -4680416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4680420.500000 Penalty: 3413.630127
	Iteration 21Q: 3 clusters Score -4680420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4680427.000000 Penalty: 3413.630127
	Iteration 22Q: 3 clusters Score -4680427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4680436.000000 Penalty: 3413.630127
	Iteration 23Q: 3 clusters Score -4680436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4680446.000000 Penalty: 3413.630127
	Iteration 24Q: 3 clusters Score -4680446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4680449.500000 Penalty: 3413.630127
	Iteration 25Q: 3 clusters Score -4680450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4680448.500000 Penalty: 3413.630127
	Iteration 26Q: 3 clusters Score -4680448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4680449.500000 Penalty: 3413.630127
	Iteration 27Q: 3 clusters Score -4680450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4680455.000000 Penalty: 3413.630127
	Iteration 28Q: 3 clusters Score -4680455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4680455.000000 Penalty: 3413.630127
	Iteration 29F: 3 clusters Score -4680455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -59795.859375 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -59795.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58669.253906 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -58669.25 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58854.546875 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -58854.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58905.277344 Penalty: 2058.892578
	Iteration 2Q: 3 clusters Score -58905.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58949.617188 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -58949.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58973.425781 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -58973.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58989.085938 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -58989.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58999.609375 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -58999.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59009.980469 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -59009.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59022.488281 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -59022.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59032.757812 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -59032.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59039.816406 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -59039.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59052.285156 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -59052.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59067.308594 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -59067.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59073.472656 Penalty: 2058.892578
	Iteration 13Q: 3 clusters Score -59073.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59081.148438 Penalty: 2058.892578
	Iteration 14Q: 3 clusters Score -59081.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59091.433594 Penalty: 2058.892578
	Iteration 15Q: 3 clusters Score -59091.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59092.035156 Penalty: 2058.892578
	Iteration 16Q: 3 clusters Score -59092.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59092.414062 Penalty: 2058.892578
	Iteration 17Q: 3 clusters Score -59092.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59093.441406 Penalty: 2058.892578
	Iteration 18Q: 3 clusters Score -59093.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59093.441406 Penalty: 2058.892578
	Iteration 19F: 3 clusters Score -59093.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -307938.250000 Penalty: 1267.459839
	Iteration 0F: 2 clusters Score -307938.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -305520.031250 Penalty: 2534.919678
	Iteration 0F: 3 clusters Score -305520 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -306039.562500 Penalty: 2534.919678
	Iteration 1F: 3 clusters Score -306039.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -306160.875000 Penalty: 2534.919678
	Iteration 2F: 3 clusters Score -306160.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -306234.468750 Penalty: 2534.919678
	Iteration 3Q: 3 clusters Score -306234.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -306285.156250 Penalty: 2534.919678
	Iteration 4Q: 3 clusters Score -306285.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -306332.125000 Penalty: 2534.919678
	Iteration 5Q: 3 clusters Score -306332.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -306373.187500 Penalty: 2534.919678
	Iteration 6Q: 3 clusters Score -306373.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -306412.531250 Penalty: 2534.919678
	Iteration 7Q: 3 clusters Score -306412.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -306446.031250 Penalty: 2534.919678
	Iteration 8Q: 3 clusters Score -306446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -306472.531250 Penalty: 2534.919678
	Iteration 9Q: 3 clusters Score -306472.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -306493.187500 Penalty: 2534.919678
	Iteration 10Q: 3 clusters Score -306493.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -306511.250000 Penalty: 2534.919678
	Iteration 11Q: 3 clusters Score -306511.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -306521.125000 Penalty: 2534.919678
	Iteration 12Q: 3 clusters Score -306521.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -306534.281250 Penalty: 2534.919678
	Iteration 13Q: 3 clusters Score -306534.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -306550.625000 Penalty: 2534.919678
	Iteration 14Q: 3 clusters Score -306550.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -306568.437500 Penalty: 2534.919678
	Iteration 15Q: 3 clusters Score -306568.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -306584.843750 Penalty: 2534.919678
	Iteration 16Q: 3 clusters Score -306584.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -306598.531250 Penalty: 2534.919678
	Iteration 17Q: 3 clusters Score -306598.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -306615.937500 Penalty: 2534.919678
	Iteration 18Q: 3 clusters Score -306615.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -306636.343750 Penalty: 2534.919678
	Iteration 19Q: 3 clusters Score -306636.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -306659.500000 Penalty: 2534.919678
	Iteration 20F: 3 clusters Score -306659.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -306682.437500 Penalty: 2534.919678
	Iteration 21Q: 3 clusters Score -306682.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -306699.312500 Penalty: 2534.919678
	Iteration 22Q: 3 clusters Score -306699.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -306717.687500 Penalty: 2534.919678
	Iteration 23Q: 3 clusters Score -306717.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -306741.531250 Penalty: 2534.919678
	Iteration 24Q: 3 clusters Score -306741.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -306764.000000 Penalty: 2534.919678
	Iteration 25Q: 3 clusters Score -306764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -306778.031250 Penalty: 2534.919678
	Iteration 26Q: 3 clusters Score -306778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -306789.281250 Penalty: 2534.919678
	Iteration 27Q: 3 clusters Score -306789.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -306798.312500 Penalty: 2534.919678
	Iteration 28Q: 3 clusters Score -306798.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -306806.343750 Penalty: 2534.919678
	Iteration 29Q: 3 clusters Score -306806.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -306817.343750 Penalty: 2534.919678
	Iteration 30Q: 3 clusters Score -306817.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -306826.468750 Penalty: 2534.919678
	Iteration 31Q: 3 clusters Score -306826.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -306838.562500 Penalty: 2534.919678
	Iteration 32Q: 3 clusters Score -306838.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -306845.687500 Penalty: 2534.919678
	Iteration 33Q: 3 clusters Score -306845.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -306854.125000 Penalty: 2534.919678
	Iteration 34Q: 3 clusters Score -306854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -306857.531250 Penalty: 2534.919678
	Iteration 35Q: 3 clusters Score -306857.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -306862.031250 Penalty: 2534.919678
	Iteration 36Q: 3 clusters Score -306862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -306866.031250 Penalty: 2534.919678
	Iteration 37Q: 3 clusters Score -306866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -306870.656250 Penalty: 2534.919678
	Iteration 38Q: 3 clusters Score -306870.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -306873.562500 Penalty: 2534.919678
	Iteration 39Q: 3 clusters Score -306873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -306875.468750 Penalty: 2534.919678
	Iteration 40F: 3 clusters Score -306875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -306877.406250 Penalty: 2534.919678
	Iteration 41Q: 3 clusters Score -306877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -306877.750000 Penalty: 2534.919678
	Iteration 42Q: 3 clusters Score -306877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -306878.406250 Penalty: 2534.919678
	Iteration 43Q: 3 clusters Score -306878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -306879.468750 Penalty: 2534.919678
	Iteration 44Q: 3 clusters Score -306879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -306879.968750 Penalty: 2534.919678
	Iteration 45Q: 3 clusters Score -306880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -306879.500000 Penalty: 2534.919678
	Iteration 46Q: 3 clusters Score -306879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -306879.500000 Penalty: 2534.919678
	Iteration 47F: 3 clusters Score -306879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -32110.830078 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -32110.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31279.300781 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -31279.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31504.728516 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -31504.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31616.615234 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -31616.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31636.591797 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -31636.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31652.386719 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -31652.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31664.181641 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -31664.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31665.115234 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -31665.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31665.115234 Penalty: 1876.729248
	Iteration 7F: 3 clusters Score -31665.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -242915.875000 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -242915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -240843.265625 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -240843.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -241379.375000 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -241379.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -241589.937500 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -241589.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -241752.781250 Penalty: 2466.862793
	Iteration 3F: 3 clusters Score -241752.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -241901.328125 Penalty: 2466.862793
	Iteration 4F: 3 clusters Score -241901.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -242000.390625 Penalty: 2466.862793
	Iteration 5F: 3 clusters Score -242000.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -242072.109375 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -242072.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -242123.359375 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -242123.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -242153.484375 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -242153.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -242177.234375 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -242177.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -242198.937500 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -242198.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -242207.625000 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -242207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -242214.875000 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -242214.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -242220.265625 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -242220.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -242222.093750 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -242222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -242224.734375 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -242224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -242226.515625 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -242226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -242229.453125 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -242229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -242231.734375 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -242231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -242234.000000 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -242234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -242235.859375 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -242235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -242237.437500 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -242237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -242239.625000 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -242239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -242240.203125 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -242240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -242240.515625 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -242240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -242240.515625 Penalty: 2466.862793
	Iteration 25F: 3 clusters Score -242240.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -52635.750000 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -52635.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51699.000000 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -51699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51809.562500 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -51809.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51832.742188 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -51832.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51834.937500 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -51834.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51835.410156 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -51835.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51835.410156 Penalty: 1881.737183
	Iteration 5F: 3 clusters Score -51835.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26038.460938 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -26038.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25207.507812 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -25207.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25382.173828 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -25382.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25444.599609 Penalty: 1838.197388
	Iteration 2F: 3 clusters Score -25444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25494.955078 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -25494.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25544.443359 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -25544.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25568.474609 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -25568.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25581.375000 Penalty: 1838.197388
	Iteration 6Q: 3 clusters Score -25581.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25594.744141 Penalty: 1838.197388
	Iteration 7Q: 3 clusters Score -25594.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25597.949219 Penalty: 1838.197388
	Iteration 8Q: 3 clusters Score -25597.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25597.949219 Penalty: 1838.197388
	Iteration 9F: 3 clusters Score -25597.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Entering Unmasked Estep 
Score: -9351675.000000 Penalty: 1821.203369
	Iteration 0F: 2 clusters Score -9351675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -9302320.000000 Penalty: 3642.406738
	Iteration 0F: 3 clusters Score -9302320 nChanged 35038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -9322158.000000 Penalty: 3642.406738
	Iteration 1F: 3 clusters Score -9322158 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -9322774.000000 Penalty: 3642.406738
	Iteration 2Q: 3 clusters Score -9322774 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -9323576.000000 Penalty: 3642.406738
	Iteration 3Q: 3 clusters Score -9323576 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -9324598.000000 Penalty: 3642.406738
	Iteration 4Q: 3 clusters Score -9324598 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -9326040.000000 Penalty: 3642.406738
	Iteration 5Q: 3 clusters Score -9326040 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -9328033.000000 Penalty: 3642.406738
	Iteration 6Q: 3 clusters Score -9328033 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -9330463.000000 Penalty: 3642.406738
	Iteration 7F: 3 clusters Score -9330463 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -9333304.000000 Penalty: 3642.406738
	Iteration 8F: 3 clusters Score -9333304 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -9336062.000000 Penalty: 3642.406738
	Iteration 9F: 3 clusters Score -9336062 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -9338035.000000 Penalty: 3642.406738
	Iteration 10F: 3 clusters Score -9338035 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -9339198.000000 Penalty: 3642.406738
	Iteration 11Q: 3 clusters Score -9339198 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -9339666.000000 Penalty: 3642.406738
	Iteration 12Q: 3 clusters Score -9339666 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -9339884.000000 Penalty: 3642.406738
	Iteration 13Q: 3 clusters Score -9339884 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -9340091.000000 Penalty: 3642.406738
	Iteration 14Q: 3 clusters Score -9340091 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -9340290.000000 Penalty: 3642.406738
	Iteration 15Q: 3 clusters Score -9340290 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -9340504.000000 Penalty: 3642.406738
	Iteration 16Q: 3 clusters Score -9340504 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -9340673.000000 Penalty: 3642.406738
	Iteration 17Q: 3 clusters Score -9340673 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -9340883.000000 Penalty: 3642.406738
	Iteration 18Q: 3 clusters Score -9340883 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -9341148.000000 Penalty: 3642.406738
	Iteration 19Q: 3 clusters Score -9341148 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -9341486.000000 Penalty: 3642.406738
	Iteration 20F: 3 clusters Score -9341486 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -9341813.000000 Penalty: 3642.406738
	Iteration 21Q: 3 clusters Score -9341813 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -9342137.000000 Penalty: 3642.406738
	Iteration 22Q: 3 clusters Score -9342137 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -9342506.000000 Penalty: 3642.406738
	Iteration 23Q: 3 clusters Score -9342506 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -9343043.000000 Penalty: 3642.406738
	Iteration 24Q: 3 clusters Score -9343043 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -9343567.000000 Penalty: 3642.406738
	Iteration 25Q: 3 clusters Score -9343567 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -9344113.000000 Penalty: 3642.406738
	Iteration 26Q: 3 clusters Score -9344113 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -9344707.000000 Penalty: 3642.406738
	Iteration 27Q: 3 clusters Score -9344707 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -9345359.000000 Penalty: 3642.406738
	Iteration 28Q: 3 clusters Score -9345359 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -9346092.000000 Penalty: 3642.406738
	Iteration 29Q: 3 clusters Score -9346092 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -9346744.000000 Penalty: 3642.406738
	Iteration 30Q: 3 clusters Score -9346744 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -9347374.000000 Penalty: 3642.406738
	Iteration 31Q: 3 clusters Score -9347374 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -9347903.000000 Penalty: 3642.406738
	Iteration 32Q: 3 clusters Score -9347903 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -9348426.000000 Penalty: 3642.406738
	Iteration 33Q: 3 clusters Score -9348426 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -9348834.000000 Penalty: 3642.406738
	Iteration 34Q: 3 clusters Score -9348834 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -9349217.000000 Penalty: 3642.406738
	Iteration 35Q: 3 clusters Score -9349217 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -9349485.000000 Penalty: 3642.406738
	Iteration 36Q: 3 clusters Score -9349485 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -9349654.000000 Penalty: 3642.406738
	Iteration 37Q: 3 clusters Score -9349654 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -9349796.000000 Penalty: 3642.406738
	Iteration 38Q: 3 clusters Score -9349796 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -9349901.000000 Penalty: 3642.406738
	Iteration 39Q: 3 clusters Score -9349901 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -9349995.000000 Penalty: 3642.406738
	Iteration 40F: 3 clusters Score -9349995 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -9350037.000000 Penalty: 3642.406738
	Iteration 41Q: 3 clusters Score -9350037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -9350081.000000 Penalty: 3642.406738
	Iteration 42Q: 3 clusters Score -9350081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -9350110.000000 Penalty: 3642.406738
	Iteration 43Q: 3 clusters Score -9350110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
Score: -9350125.000000 Penalty: 3642.406738
	Iteration 44Q: 3 clusters Score -9350125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -9350136.000000 Penalty: 3642.406738
	Iteration 45Q: 3 clusters Score -9350136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -9350145.000000 Penalty: 3642.406738
	Iteration 46Q: 3 clusters Score -9350145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 73026 members 
Entering Unmasked Estep 
Score: -9350153.000000 Penalty: 3642.406738
	Iteration 47Q: 3 clusters Score -9350153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -9350168.000000 Penalty: 3642.406738
	Iteration 48Q: 3 clusters Score -9350168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -9350165.000000 Penalty: 3642.406738
	Iteration 49Q: 3 clusters Score -9350165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -9350173.000000 Penalty: 3642.406738
	Iteration 50Q: 3 clusters Score -9350173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -9350172.000000 Penalty: 3642.406738
	Iteration 51Q: 3 clusters Score -9350172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -9350180.000000 Penalty: 3642.406738
	Iteration 52Q: 3 clusters Score -9350180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -9350188.000000 Penalty: 3642.406738
	Iteration 53Q: 3 clusters Score -9350188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -9350186.000000 Penalty: 3642.406738
	Iteration 54Q: 3 clusters Score -9350186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 73083 members 
Entering Unmasked Estep 
Score: -9350189.000000 Penalty: 3642.406738
	Iteration 55Q: 3 clusters Score -9350189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -9350192.000000 Penalty: 3642.406738
	Iteration 56Q: 3 clusters Score -9350192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -9350185.000000 Penalty: 3642.406738
	Iteration 57Q: 3 clusters Score -9350185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -9350191.000000 Penalty: 3642.406738
	Iteration 58Q: 3 clusters Score -9350191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -9350192.000000 Penalty: 3642.406738
	Iteration 59Q: 3 clusters Score -9350192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -9350198.000000 Penalty: 3642.406738
	Iteration 60F: 3 clusters Score -9350198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -9350199.000000 Penalty: 3642.406738
	Iteration 61Q: 3 clusters Score -9350199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -9350192.000000 Penalty: 3642.406738
	Iteration 62Q: 3 clusters Score -9350192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -9350201.000000 Penalty: 3642.406738
	Iteration 63Q: 3 clusters Score -9350201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -9350196.000000 Penalty: 3642.406738
	Iteration 64Q: 3 clusters Score -9350196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -9350196.000000 Penalty: 3642.406738
	Iteration 65F: 3 clusters Score -9350196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102324 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 106374 members 
Mstep: Class 7 contains 9715 members 
Mstep: Class 8 contains 110058 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113279 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 36442 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822184.000000 Penalty: 40969.332031
Iteration 199Q: 20 clusters Score -7.282218e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102330 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 106376 members 
Mstep: Class 7 contains 9721 members 
Mstep: Class 8 contains 110077 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113210 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 36488 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822272.000000 Penalty: 40969.332031
Iteration 200F: 20 clusters Score -7.282227e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102339 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 1971 members 
Mstep: Class 6 contains 106379 members 
Mstep: Class 7 contains 9723 members 
Mstep: Class 8 contains 110103 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113146 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 36529 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822344.000000 Penalty: 40969.332031
Iteration 201Q: 20 clusters Score -7.282234e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102356 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 1961 members 
Mstep: Class 6 contains 106379 members 
Mstep: Class 7 contains 9728 members 
Mstep: Class 8 contains 110123 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113089 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 36563 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822376.000000 Penalty: 40969.332031
Iteration 202Q: 20 clusters Score -7.282238e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102377 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 1952 members 
Mstep: Class 6 contains 106379 members 
Mstep: Class 7 contains 9738 members 
Mstep: Class 8 contains 110159 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 113021 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 36588 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822328.000000 Penalty: 40969.332031
Iteration 203Q: 20 clusters Score -7.282233e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102395 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 106382 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 110189 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112960 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 36617 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822408.000000 Penalty: 40969.332031
Iteration 204Q: 20 clusters Score -7.282241e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102401 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 106385 members 
Mstep: Class 7 contains 9750 members 
Mstep: Class 8 contains 110207 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112905 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 36659 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822432.000000 Penalty: 40969.332031
Iteration 205Q: 20 clusters Score -7.282243e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102422 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 106391 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 110231 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112850 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 36688 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822384.000000 Penalty: 40969.332031
Iteration 206Q: 20 clusters Score -7.282238e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102431 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 106398 members 
Mstep: Class 7 contains 9759 members 
Mstep: Class 8 contains 110240 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112805 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 36734 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822416.000000 Penalty: 40969.332031
Iteration 207Q: 20 clusters Score -7.282242e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102435 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 106399 members 
Mstep: Class 7 contains 9761 members 
Mstep: Class 8 contains 110254 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112766 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 36768 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822576.000000 Penalty: 40969.332031
Iteration 208Q: 20 clusters Score -7.282258e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102436 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 106401 members 
Mstep: Class 7 contains 9763 members 
Mstep: Class 8 contains 110262 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112732 members 
Mstep: Class 11 contains 3139 members 
Mstep: Class 12 contains 36803 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822608.000000 Penalty: 40969.332031
Iteration 209Q: 20 clusters Score -7.282261e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102442 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 106402 members 
Mstep: Class 7 contains 9769 members 
Mstep: Class 8 contains 110265 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112701 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 36835 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822648.000000 Penalty: 40969.332031
Iteration 210Q: 20 clusters Score -7.282265e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102463 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15182 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 106402 members 
Mstep: Class 7 contains 9774 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112678 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 36863 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822600.000000 Penalty: 40969.332031
Iteration 211Q: 20 clusters Score -7.28226e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102464 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 106403 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 110261 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112649 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 36898 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822584.000000 Penalty: 40969.332031
Iteration 212Q: 20 clusters Score -7.282258e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102467 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 106406 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 110265 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112636 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 36921 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822528.000000 Penalty: 40969.332031
Iteration 213Q: 20 clusters Score -7.282253e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102466 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 106407 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110269 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112637 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 36931 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822592.000000 Penalty: 40969.332031
Iteration 214Q: 20 clusters Score -7.282259e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102469 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 106411 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 110269 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112630 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 36945 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822640.000000 Penalty: 40969.332031
Iteration 215Q: 20 clusters Score -7.282264e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102472 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15188 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 106411 members 
Mstep: Class 7 contains 9783 members 
Mstep: Class 8 contains 110272 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112626 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 36957 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822672.000000 Penalty: 40969.332031
Iteration 216Q: 20 clusters Score -7.282267e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102476 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15188 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 106411 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110271 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112626 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 36969 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822744.000000 Penalty: 40969.332031
Iteration 217Q: 20 clusters Score -7.282274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102478 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 106413 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110264 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112627 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 36980 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822760.000000 Penalty: 40969.332031
Iteration 218Q: 20 clusters Score -7.282276e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102479 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 106414 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110269 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112618 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 36992 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822760.000000 Penalty: 40969.332031
Iteration 219Q: 20 clusters Score -7.282276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102478 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 106414 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 110270 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112617 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37002 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822816.000000 Penalty: 40969.332031
Iteration 220F: 20 clusters Score -7.282282e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102473 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15185 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 106415 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 110265 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112618 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37015 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822736.000000 Penalty: 40969.332031
Iteration 221Q: 20 clusters Score -7.282274e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102471 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 106414 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 110268 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112619 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37024 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822744.000000 Penalty: 40969.332031
Iteration 222Q: 20 clusters Score -7.282274e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102472 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15188 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 106414 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110266 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112615 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37037 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822744.000000 Penalty: 40969.332031
Iteration 223Q: 20 clusters Score -7.282274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102473 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 106415 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110265 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112616 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37049 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822768.000000 Penalty: 40969.332031
Iteration 224Q: 20 clusters Score -7.282277e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102474 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 106415 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110260 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112620 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37065 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822760.000000 Penalty: 40969.332031
Iteration 225Q: 20 clusters Score -7.282276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102473 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 106416 members 
Mstep: Class 7 contains 9783 members 
Mstep: Class 8 contains 110261 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112616 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37080 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822792.000000 Penalty: 40969.332031
Iteration 226Q: 20 clusters Score -7.282279e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102473 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 106417 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 110260 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112619 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37089 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822744.000000 Penalty: 40969.332031
Iteration 227Q: 20 clusters Score -7.282274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102467 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 106418 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 110260 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112617 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37100 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822744.000000 Penalty: 40969.332031
Iteration 228Q: 20 clusters Score -7.282274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102462 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 106420 members 
Mstep: Class 7 contains 9778 members 
Mstep: Class 8 contains 110258 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112621 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37109 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822720.000000 Penalty: 40969.332031
Iteration 229Q: 20 clusters Score -7.282272e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102456 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 106421 members 
Mstep: Class 7 contains 9780 members 
Mstep: Class 8 contains 110254 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112621 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37119 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822656.000000 Penalty: 40969.332031
Iteration 230Q: 20 clusters Score -7.282266e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102451 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 106423 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110250 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112628 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37125 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822656.000000 Penalty: 40969.332031
Iteration 231Q: 20 clusters Score -7.282266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102445 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 106424 members 
Mstep: Class 7 contains 9780 members 
Mstep: Class 8 contains 110251 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112634 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37132 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822736.000000 Penalty: 40969.332031
Iteration 232Q: 20 clusters Score -7.282274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102441 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 106422 members 
Mstep: Class 7 contains 9780 members 
Mstep: Class 8 contains 110248 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112631 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37145 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822744.000000 Penalty: 40969.332031
Iteration 233Q: 20 clusters Score -7.282274e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102443 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 106421 members 
Mstep: Class 7 contains 9780 members 
Mstep: Class 8 contains 110246 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112625 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37155 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822808.000000 Penalty: 40969.332031
Iteration 234Q: 20 clusters Score -7.282281e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102450 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 106422 members 
Mstep: Class 7 contains 9780 members 
Mstep: Class 8 contains 110243 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112616 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37166 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822832.000000 Penalty: 40969.332031
Iteration 235Q: 20 clusters Score -7.282283e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102449 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 106421 members 
Mstep: Class 7 contains 9780 members 
Mstep: Class 8 contains 110245 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112609 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37177 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822848.000000 Penalty: 40969.332031
Iteration 236Q: 20 clusters Score -7.282285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102440 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 106422 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 110248 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112610 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37185 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822784.000000 Penalty: 40969.332031
Iteration 237Q: 20 clusters Score -7.282278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102433 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 106422 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 110250 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112608 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37193 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822816.000000 Penalty: 40969.332031
Iteration 238Q: 20 clusters Score -7.282282e+07 nChanged 29
Entering ConstructFrom: 
Score: -72822816.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -11027.973633 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -11027.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10281.654297 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -10281.65 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10639.504883 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -10639.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10731.047852 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -10731.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10802.826172 Penalty: 1870.616211
	Iteration 3F: 3 clusters Score -10802.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10841.121094 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -10841.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10862.346680 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -10862.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10928.501953 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -10928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10950.905273 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -10950.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10992.721680 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -10992.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11010.803711 Penalty: 1870.616211
	Iteration 9Q: 3 clusters Score -11010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11013.681641 Penalty: 1870.616211
	Iteration 10Q: 3 clusters Score -11013.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11016.291992 Penalty: 1870.616211
	Iteration 11Q: 3 clusters Score -11016.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11017.300781 Penalty: 1870.616211
	Iteration 12Q: 3 clusters Score -11017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11032.272461 Penalty: 1870.616211
	Iteration 13Q: 3 clusters Score -11032.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11033.482422 Penalty: 1870.616211
	Iteration 14Q: 3 clusters Score -11033.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11034.207031 Penalty: 1870.616211
	Iteration 15Q: 3 clusters Score -11034.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11035.071289 Penalty: 1870.616211
	Iteration 16Q: 3 clusters Score -11035.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11040.866211 Penalty: 1870.616211
	Iteration 17F: 3 clusters Score -11040.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11074.403320 Penalty: 1870.616211
	Iteration 18Q: 3 clusters Score -11074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11079.750977 Penalty: 1870.616211
	Iteration 19Q: 3 clusters Score -11079.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11080.413086 Penalty: 1870.616211
	Iteration 20F: 3 clusters Score -11080.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11083.174805 Penalty: 1870.616211
	Iteration 21Q: 3 clusters Score -11083.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11083.174805 Penalty: 1870.616211
	Iteration 22F: 3 clusters Score -11083.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 102420 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 106423 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112607 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37203 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 166 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73257 members 
Entering Unmasked Estep 
Score: -72821632.000000 Penalty: 43125.609375
Splitting cluster 1 changes total score from -72822816.000000 to -72821632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (102420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102420 members 
Entering Unmasked Estep 
Score: -13071416.000000 Penalty: 1874.736084
	Iteration 0F: 2 clusters Score -1.307142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -13004801.000000 Penalty: 3749.472168
	Iteration 0F: 3 clusters Score -1.30048e+07 nChanged 49156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -13033348.000000 Penalty: 3749.472168
	Iteration 1F: 3 clusters Score -1.303335e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -13034212.000000 Penalty: 3749.472168
	Iteration 2Q: 3 clusters Score -1.303421e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -13035324.000000 Penalty: 3749.472168
	Iteration 3Q: 3 clusters Score -1.303532e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -13036875.000000 Penalty: 3749.472168
	Iteration 4Q: 3 clusters Score -1.303688e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -13039386.000000 Penalty: 3749.472168
	Iteration 5F: 3 clusters Score -1.303939e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -13043298.000000 Penalty: 3749.472168
	Iteration 6F: 3 clusters Score -1.30433e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -13048535.000000 Penalty: 3749.472168
	Iteration 7F: 3 clusters Score -1.304854e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -13053761.000000 Penalty: 3749.472168
	Iteration 8F: 3 clusters Score -1.305376e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -13056834.000000 Penalty: 3749.472168
	Iteration 9F: 3 clusters Score -1.305683e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -13058091.000000 Penalty: 3749.472168
	Iteration 10Q: 3 clusters Score -1.305809e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -13058603.000000 Penalty: 3749.472168
	Iteration 11Q: 3 clusters Score -1.30586e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -13058982.000000 Penalty: 3749.472168
	Iteration 12Q: 3 clusters Score -1.305898e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -13059350.000000 Penalty: 3749.472168
	Iteration 13Q: 3 clusters Score -1.305935e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -13059656.000000 Penalty: 3749.472168
	Iteration 14Q: 3 clusters Score -1.305966e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -13060053.000000 Penalty: 3749.472168
	Iteration 15Q: 3 clusters Score -1.306005e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -13060456.000000 Penalty: 3749.472168
	Iteration 16Q: 3 clusters Score -1.306046e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -13060844.000000 Penalty: 3749.472168
	Iteration 17Q: 3 clusters Score -1.306084e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -13061272.000000 Penalty: 3749.472168
	Iteration 18Q: 3 clusters Score -1.306127e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -13061681.000000 Penalty: 3749.472168
	Iteration 19Q: 3 clusters Score -1.306168e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -13062053.000000 Penalty: 3749.472168
	Iteration 20F: 3 clusters Score -1.306205e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -13062497.000000 Penalty: 3749.472168
	Iteration 21Q: 3 clusters Score -1.30625e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -13062868.000000 Penalty: 3749.472168
	Iteration 22Q: 3 clusters Score -1.306287e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -13063343.000000 Penalty: 3749.472168
	Iteration 23Q: 3 clusters Score -1.306334e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -13063751.000000 Penalty: 3749.472168
	Iteration 24Q: 3 clusters Score -1.306375e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -13064313.000000 Penalty: 3749.472168
	Iteration 25Q: 3 clusters Score -1.306431e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -13064969.000000 Penalty: 3749.472168
	Iteration 26Q: 3 clusters Score -1.306497e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -13065572.000000 Penalty: 3749.472168
	Iteration 27Q: 3 clusters Score -1.306557e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -13066303.000000 Penalty: 3749.472168
	Iteration 28Q: 3 clusters Score -1.30663e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95961 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -13066929.000000 Penalty: 3749.472168
	Iteration 29Q: 3 clusters Score -1.306693e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -13067592.000000 Penalty: 3749.472168
	Iteration 30Q: 3 clusters Score -1.306759e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -13068153.000000 Penalty: 3749.472168
	Iteration 31Q: 3 clusters Score -1.306815e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -13068536.000000 Penalty: 3749.472168
	Iteration 32Q: 3 clusters Score -1.306854e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -13068890.000000 Penalty: 3749.472168
	Iteration 33Q: 3 clusters Score -1.306889e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -13069150.000000 Penalty: 3749.472168
	Iteration 34Q: 3 clusters Score -1.306915e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -13069346.000000 Penalty: 3749.472168
	Iteration 35Q: 3 clusters Score -1.306935e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -13069509.000000 Penalty: 3749.472168
	Iteration 36Q: 3 clusters Score -1.306951e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -13069621.000000 Penalty: 3749.472168
	Iteration 37Q: 3 clusters Score -1.306962e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13069718.000000 Penalty: 3749.472168
	Iteration 38Q: 3 clusters Score -1.306972e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13069752.000000 Penalty: 3749.472168
	Iteration 39Q: 3 clusters Score -1.306975e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13069806.000000 Penalty: 3749.472168
	Iteration 40F: 3 clusters Score -1.306981e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -13069876.000000 Penalty: 3749.472168
	Iteration 41Q: 3 clusters Score -1.306988e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -13069907.000000 Penalty: 3749.472168
	Iteration 42Q: 3 clusters Score -1.306991e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13069944.000000 Penalty: 3749.472168
	Iteration 43Q: 3 clusters Score -1.306994e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13069982.000000 Penalty: 3749.472168
	Iteration 44Q: 3 clusters Score -1.306998e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13070020.000000 Penalty: 3749.472168
	Iteration 45Q: 3 clusters Score -1.307002e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13070033.000000 Penalty: 3749.472168
	Iteration 46Q: 3 clusters Score -1.307003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13070043.000000 Penalty: 3749.472168
	Iteration 47Q: 3 clusters Score -1.307004e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -13070037.000000 Penalty: 3749.472168
	Iteration 48Q: 3 clusters Score -1.307004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13070042.000000 Penalty: 3749.472168
	Iteration 49Q: 3 clusters Score -1.307004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -13070045.000000 Penalty: 3749.472168
	Iteration 50Q: 3 clusters Score -1.307004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -13070063.000000 Penalty: 3749.472168
	Iteration 51Q: 3 clusters Score -1.307006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13070065.000000 Penalty: 3749.472168
	Iteration 52Q: 3 clusters Score -1.307006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101598 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13070078.000000 Penalty: 3749.472168
	Iteration 53Q: 3 clusters Score -1.307008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13070073.000000 Penalty: 3749.472168
	Iteration 54Q: 3 clusters Score -1.307007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101615 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13070064.000000 Penalty: 3749.472168
	Iteration 55Q: 3 clusters Score -1.307006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13070072.000000 Penalty: 3749.472168
	Iteration 56Q: 3 clusters Score -1.307007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101623 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13070079.000000 Penalty: 3749.472168
	Iteration 57Q: 3 clusters Score -1.307008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -13070081.000000 Penalty: 3749.472168
	Iteration 58Q: 3 clusters Score -1.307008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -13070080.000000 Penalty: 3749.472168
	Iteration 59Q: 3 clusters Score -1.307008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13070080.000000 Penalty: 3749.472168
	Iteration 60F: 3 clusters Score -1.307008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -13070074.000000 Penalty: 3749.472168
	Iteration 61Q: 3 clusters Score -1.307007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -13070074.000000 Penalty: 3749.472168
	Iteration 62F: 3 clusters Score -1.307007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -38810.777344 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -38810.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37953.410156 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -37953.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38099.546875 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -38099.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38178.875000 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -38178.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38209.164062 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -38209.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38228.824219 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -38228.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38247.429688 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -38247.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38255.042969 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -38255.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38260.414062 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -38260.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38266.023438 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -38266.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38274.125000 Penalty: 1901.030518
	Iteration 9Q: 3 clusters Score -38274.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38279.878906 Penalty: 1901.030518
	Iteration 10Q: 3 clusters Score -38279.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38287.281250 Penalty: 1901.030518
	Iteration 11Q: 3 clusters Score -38287.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38294.648438 Penalty: 1901.030518
	Iteration 12Q: 3 clusters Score -38294.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38315.183594 Penalty: 1901.030518
	Iteration 13Q: 3 clusters Score -38315.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38386.898438 Penalty: 1901.030518
	Iteration 14Q: 3 clusters Score -38386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38432.468750 Penalty: 1901.030518
	Iteration 15Q: 3 clusters Score -38432.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38494.914062 Penalty: 1901.030518
	Iteration 16Q: 3 clusters Score -38494.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38531.570312 Penalty: 1901.030518
	Iteration 17Q: 3 clusters Score -38531.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38581.679688 Penalty: 1901.030518
	Iteration 18Q: 3 clusters Score -38581.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38609.539062 Penalty: 1901.030518
	Iteration 19Q: 3 clusters Score -38609.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38636.996094 Penalty: 1901.030518
	Iteration 20F: 3 clusters Score -38637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38708.601562 Penalty: 1901.030518
	Iteration 21Q: 3 clusters Score -38708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38743.082031 Penalty: 1901.030518
	Iteration 22Q: 3 clusters Score -38743.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38757.144531 Penalty: 1901.030518
	Iteration 23Q: 3 clusters Score -38757.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38767.046875 Penalty: 1901.030518
	Iteration 24Q: 3 clusters Score -38767.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38772.808594 Penalty: 1901.030518
	Iteration 25Q: 3 clusters Score -38772.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38772.808594 Penalty: 1901.030518
	Iteration 26F: 3 clusters Score -38772.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Entering Unmasked Estep 
Score: -1905270.375000 Penalty: 1564.570923
	Iteration 0F: 2 clusters Score -1905270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1894772.625000 Penalty: 3129.141846
	Iteration 0F: 3 clusters Score -1894773 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1898320.875000 Penalty: 3129.141846
	Iteration 1F: 3 clusters Score -1898321 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1898592.750000 Penalty: 3129.141846
	Iteration 2F: 3 clusters Score -1898593 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1898799.875000 Penalty: 3129.141846
	Iteration 3Q: 3 clusters Score -1898800 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1898981.875000 Penalty: 3129.141846
	Iteration 4Q: 3 clusters Score -1898982 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1899170.000000 Penalty: 3129.141846
	Iteration 5Q: 3 clusters Score -1899170 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1899372.250000 Penalty: 3129.141846
	Iteration 6Q: 3 clusters Score -1899372 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1899650.250000 Penalty: 3129.141846
	Iteration 7Q: 3 clusters Score -1899650 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1900044.375000 Penalty: 3129.141846
	Iteration 8Q: 3 clusters Score -1900044 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1900529.250000 Penalty: 3129.141846
	Iteration 9Q: 3 clusters Score -1900529 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1901079.625000 Penalty: 3129.141846
	Iteration 10Q: 3 clusters Score -1901080 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1901679.250000 Penalty: 3129.141846
	Iteration 11Q: 3 clusters Score -1901679 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1902146.625000 Penalty: 3129.141846
	Iteration 12Q: 3 clusters Score -1902147 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1902481.625000 Penalty: 3129.141846
	Iteration 13Q: 3 clusters Score -1902482 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1902738.750000 Penalty: 3129.141846
	Iteration 14Q: 3 clusters Score -1902739 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1902960.000000 Penalty: 3129.141846
	Iteration 15Q: 3 clusters Score -1902960 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1903125.625000 Penalty: 3129.141846
	Iteration 16Q: 3 clusters Score -1903126 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1903259.875000 Penalty: 3129.141846
	Iteration 17Q: 3 clusters Score -1903260 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1903354.750000 Penalty: 3129.141846
	Iteration 18Q: 3 clusters Score -1903355 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1903436.000000 Penalty: 3129.141846
	Iteration 19Q: 3 clusters Score -1903436 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1903516.625000 Penalty: 3129.141846
	Iteration 20F: 3 clusters Score -1903517 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1903582.125000 Penalty: 3129.141846
	Iteration 21Q: 3 clusters Score -1903582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1903625.000000 Penalty: 3129.141846
	Iteration 22Q: 3 clusters Score -1903625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1903673.000000 Penalty: 3129.141846
	Iteration 23Q: 3 clusters Score -1903673 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1903713.625000 Penalty: 3129.141846
	Iteration 24Q: 3 clusters Score -1903714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1903754.250000 Penalty: 3129.141846
	Iteration 25Q: 3 clusters Score -1903754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1903777.250000 Penalty: 3129.141846
	Iteration 26Q: 3 clusters Score -1903777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1903794.250000 Penalty: 3129.141846
	Iteration 27Q: 3 clusters Score -1903794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1903803.500000 Penalty: 3129.141846
	Iteration 28Q: 3 clusters Score -1903804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1903817.125000 Penalty: 3129.141846
	Iteration 29Q: 3 clusters Score -1903817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1903819.625000 Penalty: 3129.141846
	Iteration 30Q: 3 clusters Score -1903820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1903827.125000 Penalty: 3129.141846
	Iteration 31Q: 3 clusters Score -1903827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1903839.625000 Penalty: 3129.141846
	Iteration 32Q: 3 clusters Score -1903840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1903849.250000 Penalty: 3129.141846
	Iteration 33Q: 3 clusters Score -1903849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1903861.500000 Penalty: 3129.141846
	Iteration 34Q: 3 clusters Score -1903862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1903869.125000 Penalty: 3129.141846
	Iteration 35Q: 3 clusters Score -1903869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1903872.750000 Penalty: 3129.141846
	Iteration 36Q: 3 clusters Score -1903873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1903877.375000 Penalty: 3129.141846
	Iteration 37Q: 3 clusters Score -1903877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1903884.375000 Penalty: 3129.141846
	Iteration 38Q: 3 clusters Score -1903884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1903899.625000 Penalty: 3129.141846
	Iteration 39Q: 3 clusters Score -1903900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1903907.625000 Penalty: 3129.141846
	Iteration 40F: 3 clusters Score -1903908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1903920.000000 Penalty: 3129.141846
	Iteration 41Q: 3 clusters Score -1903920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1903925.875000 Penalty: 3129.141846
	Iteration 42Q: 3 clusters Score -1903926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1903931.875000 Penalty: 3129.141846
	Iteration 43Q: 3 clusters Score -1903932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1903933.000000 Penalty: 3129.141846
	Iteration 44Q: 3 clusters Score -1903933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1903932.500000 Penalty: 3129.141846
	Iteration 45Q: 3 clusters Score -1903932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1903934.250000 Penalty: 3129.141846
	Iteration 46Q: 3 clusters Score -1903934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1903937.750000 Penalty: 3129.141846
	Iteration 47Q: 3 clusters Score -1903938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1903943.625000 Penalty: 3129.141846
	Iteration 48Q: 3 clusters Score -1903944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1903949.000000 Penalty: 3129.141846
	Iteration 49Q: 3 clusters Score -1903949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1903949.125000 Penalty: 3129.141846
	Iteration 50Q: 3 clusters Score -1903949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1903954.250000 Penalty: 3129.141846
	Iteration 51Q: 3 clusters Score -1903954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1903955.750000 Penalty: 3129.141846
	Iteration 52Q: 3 clusters Score -1903956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1903956.625000 Penalty: 3129.141846
	Iteration 53Q: 3 clusters Score -1903957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1903956.500000 Penalty: 3129.141846
	Iteration 54Q: 3 clusters Score -1903956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1903956.500000 Penalty: 3129.141846
	Iteration 55F: 3 clusters Score -1903956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -251159.218750 Penalty: 1226.297485
	Iteration 0F: 2 clusters Score -251159.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -249108.109375 Penalty: 2452.594971
	Iteration 0F: 3 clusters Score -249108.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -249542.015625 Penalty: 2452.594971
	Iteration 1F: 3 clusters Score -249542 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -249637.312500 Penalty: 2452.594971
	Iteration 2F: 3 clusters Score -249637.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -249682.671875 Penalty: 2452.594971
	Iteration 3Q: 3 clusters Score -249682.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -249724.203125 Penalty: 2452.594971
	Iteration 4Q: 3 clusters Score -249724.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -249751.140625 Penalty: 2452.594971
	Iteration 5Q: 3 clusters Score -249751.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249767.875000 Penalty: 2452.594971
	Iteration 6Q: 3 clusters Score -249767.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -249779.734375 Penalty: 2452.594971
	Iteration 7Q: 3 clusters Score -249779.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -249789.125000 Penalty: 2452.594971
	Iteration 8Q: 3 clusters Score -249789.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -249796.859375 Penalty: 2452.594971
	Iteration 9Q: 3 clusters Score -249796.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -249803.140625 Penalty: 2452.594971
	Iteration 10Q: 3 clusters Score -249803.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -249806.000000 Penalty: 2452.594971
	Iteration 11Q: 3 clusters Score -249806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -249810.015625 Penalty: 2452.594971
	Iteration 12Q: 3 clusters Score -249810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -249816.078125 Penalty: 2452.594971
	Iteration 13Q: 3 clusters Score -249816.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -249821.843750 Penalty: 2452.594971
	Iteration 14Q: 3 clusters Score -249821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -249825.093750 Penalty: 2452.594971
	Iteration 15Q: 3 clusters Score -249825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -249828.046875 Penalty: 2452.594971
	Iteration 16Q: 3 clusters Score -249828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -249831.000000 Penalty: 2452.594971
	Iteration 17Q: 3 clusters Score -249831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -249833.484375 Penalty: 2452.594971
	Iteration 18Q: 3 clusters Score -249833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -249835.546875 Penalty: 2452.594971
	Iteration 19Q: 3 clusters Score -249835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -249837.421875 Penalty: 2452.594971
	Iteration 20F: 3 clusters Score -249837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -249838.937500 Penalty: 2452.594971
	Iteration 21Q: 3 clusters Score -249838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -249839.937500 Penalty: 2452.594971
	Iteration 22Q: 3 clusters Score -249839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -249841.718750 Penalty: 2452.594971
	Iteration 23Q: 3 clusters Score -249841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -249844.250000 Penalty: 2452.594971
	Iteration 24Q: 3 clusters Score -249844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -249845.093750 Penalty: 2452.594971
	Iteration 25Q: 3 clusters Score -249845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -249845.203125 Penalty: 2452.594971
	Iteration 26Q: 3 clusters Score -249845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -249845.937500 Penalty: 2452.594971
	Iteration 27Q: 3 clusters Score -249845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -249846.265625 Penalty: 2452.594971
	Iteration 28Q: 3 clusters Score -249846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -249846.781250 Penalty: 2452.594971
	Iteration 29Q: 3 clusters Score -249846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -249848.000000 Penalty: 2452.594971
	Iteration 30Q: 3 clusters Score -249848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -249848.062500 Penalty: 2452.594971
	Iteration 31Q: 3 clusters Score -249848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -249849.578125 Penalty: 2452.594971
	Iteration 32Q: 3 clusters Score -249849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -249850.718750 Penalty: 2452.594971
	Iteration 33Q: 3 clusters Score -249850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -249854.125000 Penalty: 2452.594971
	Iteration 34Q: 3 clusters Score -249854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -249857.984375 Penalty: 2452.594971
	Iteration 35Q: 3 clusters Score -249858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -249861.390625 Penalty: 2452.594971
	Iteration 36Q: 3 clusters Score -249861.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -249865.843750 Penalty: 2452.594971
	Iteration 37Q: 3 clusters Score -249865.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -249868.140625 Penalty: 2452.594971
	Iteration 38Q: 3 clusters Score -249868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -249870.328125 Penalty: 2452.594971
	Iteration 39Q: 3 clusters Score -249870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -249871.468750 Penalty: 2452.594971
	Iteration 40F: 3 clusters Score -249871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -249872.296875 Penalty: 2452.594971
	Iteration 41Q: 3 clusters Score -249872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -249874.718750 Penalty: 2452.594971
	Iteration 42Q: 3 clusters Score -249874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -249877.390625 Penalty: 2452.594971
	Iteration 43Q: 3 clusters Score -249877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -249879.109375 Penalty: 2452.594971
	Iteration 44Q: 3 clusters Score -249879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -249879.343750 Penalty: 2452.594971
	Iteration 45Q: 3 clusters Score -249879.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -249879.343750 Penalty: 2452.594971
	Iteration 46F: 3 clusters Score -249879.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106423 members 
Entering Unmasked Estep 
Score: -13789363.000000 Penalty: 1880.966309
	Iteration 0F: 2 clusters Score -1.378936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -13725444.000000 Penalty: 3761.932617
	Iteration 0F: 3 clusters Score -1.372544e+07 nChanged 50964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -13754938.000000 Penalty: 3761.932617
	Iteration 1F: 3 clusters Score -1.375494e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -13755700.000000 Penalty: 3761.932617
	Iteration 2Q: 3 clusters Score -1.37557e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -13756669.000000 Penalty: 3761.932617
	Iteration 3Q: 3 clusters Score -1.375667e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -13757874.000000 Penalty: 3761.932617
	Iteration 4Q: 3 clusters Score -1.375787e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -13759614.000000 Penalty: 3761.932617
	Iteration 5Q: 3 clusters Score -1.375961e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -13762515.000000 Penalty: 3761.932617
	Iteration 6Q: 3 clusters Score -1.376252e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -13767215.000000 Penalty: 3761.932617
	Iteration 7F: 3 clusters Score -1.376722e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -13772014.000000 Penalty: 3761.932617
	Iteration 8F: 3 clusters Score -1.377201e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -13774546.000000 Penalty: 3761.932617
	Iteration 9F: 3 clusters Score -1.377455e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -13775118.000000 Penalty: 3761.932617
	Iteration 10Q: 3 clusters Score -1.377512e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -13775283.000000 Penalty: 3761.932617
	Iteration 11Q: 3 clusters Score -1.377528e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -13775380.000000 Penalty: 3761.932617
	Iteration 12Q: 3 clusters Score -1.377538e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -13775422.000000 Penalty: 3761.932617
	Iteration 13Q: 3 clusters Score -1.377542e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -13775481.000000 Penalty: 3761.932617
	Iteration 14Q: 3 clusters Score -1.377548e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -13775487.000000 Penalty: 3761.932617
	Iteration 15Q: 3 clusters Score -1.377549e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -13775560.000000 Penalty: 3761.932617
	Iteration 16Q: 3 clusters Score -1.377556e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -13775583.000000 Penalty: 3761.932617
	Iteration 17Q: 3 clusters Score -1.377558e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -13775645.000000 Penalty: 3761.932617
	Iteration 18Q: 3 clusters Score -1.377564e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -13775665.000000 Penalty: 3761.932617
	Iteration 19Q: 3 clusters Score -1.377566e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -13775712.000000 Penalty: 3761.932617
	Iteration 20F: 3 clusters Score -1.377571e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -13775749.000000 Penalty: 3761.932617
	Iteration 21Q: 3 clusters Score -1.377575e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -13775773.000000 Penalty: 3761.932617
	Iteration 22Q: 3 clusters Score -1.377577e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -13775834.000000 Penalty: 3761.932617
	Iteration 23Q: 3 clusters Score -1.377583e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -13775868.000000 Penalty: 3761.932617
	Iteration 24Q: 3 clusters Score -1.377587e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -13775866.000000 Penalty: 3761.932617
	Iteration 25Q: 3 clusters Score -1.377587e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -13775890.000000 Penalty: 3761.932617
	Iteration 26Q: 3 clusters Score -1.377589e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -13776022.000000 Penalty: 3761.932617
	Iteration 27Q: 3 clusters Score -1.377602e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -13776168.000000 Penalty: 3761.932617
	Iteration 28Q: 3 clusters Score -1.377617e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -13776258.000000 Penalty: 3761.932617
	Iteration 29Q: 3 clusters Score -1.377626e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -13776397.000000 Penalty: 3761.932617
	Iteration 30Q: 3 clusters Score -1.37764e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -13776461.000000 Penalty: 3761.932617
	Iteration 31Q: 3 clusters Score -1.377646e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -13776639.000000 Penalty: 3761.932617
	Iteration 32Q: 3 clusters Score -1.377664e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -13776953.000000 Penalty: 3761.932617
	Iteration 33Q: 3 clusters Score -1.377695e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -13777198.000000 Penalty: 3761.932617
	Iteration 34Q: 3 clusters Score -1.37772e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -13777500.000000 Penalty: 3761.932617
	Iteration 35Q: 3 clusters Score -1.37775e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -13777950.000000 Penalty: 3761.932617
	Iteration 36Q: 3 clusters Score -1.377795e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -13778554.000000 Penalty: 3761.932617
	Iteration 37Q: 3 clusters Score -1.377855e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -13779053.000000 Penalty: 3761.932617
	Iteration 38Q: 3 clusters Score -1.377905e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -13779648.000000 Penalty: 3761.932617
	Iteration 39Q: 3 clusters Score -1.377965e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -13780338.000000 Penalty: 3761.932617
	Iteration 40F: 3 clusters Score -1.378034e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -13780885.000000 Penalty: 3761.932617
	Iteration 41Q: 3 clusters Score -1.378088e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -13781527.000000 Penalty: 3761.932617
	Iteration 42Q: 3 clusters Score -1.378153e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -13782007.000000 Penalty: 3761.932617
	Iteration 43Q: 3 clusters Score -1.378201e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -13782451.000000 Penalty: 3761.932617
	Iteration 44Q: 3 clusters Score -1.378245e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -13783104.000000 Penalty: 3761.932617
	Iteration 45Q: 3 clusters Score -1.37831e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99141 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -13783630.000000 Penalty: 3761.932617
	Iteration 46Q: 3 clusters Score -1.378363e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -13784250.000000 Penalty: 3761.932617
	Iteration 47Q: 3 clusters Score -1.378425e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -13784922.000000 Penalty: 3761.932617
	Iteration 48Q: 3 clusters Score -1.378492e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -13785568.000000 Penalty: 3761.932617
	Iteration 49Q: 3 clusters Score -1.378557e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -13786051.000000 Penalty: 3761.932617
	Iteration 50Q: 3 clusters Score -1.378605e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -13786504.000000 Penalty: 3761.932617
	Iteration 51Q: 3 clusters Score -1.37865e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -13786836.000000 Penalty: 3761.932617
	Iteration 52Q: 3 clusters Score -1.378684e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104950 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13787090.000000 Penalty: 3761.932617
	Iteration 53Q: 3 clusters Score -1.378709e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -13787282.000000 Penalty: 3761.932617
	Iteration 54Q: 3 clusters Score -1.378728e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105429 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13787383.000000 Penalty: 3761.932617
	Iteration 55Q: 3 clusters Score -1.378738e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105569 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13787497.000000 Penalty: 3761.932617
	Iteration 56Q: 3 clusters Score -1.37875e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13787537.000000 Penalty: 3761.932617
	Iteration 57Q: 3 clusters Score -1.378754e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13787576.000000 Penalty: 3761.932617
	Iteration 58Q: 3 clusters Score -1.378758e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -13787632.000000 Penalty: 3761.932617
	Iteration 59Q: 3 clusters Score -1.378763e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -13787668.000000 Penalty: 3761.932617
	Iteration 60F: 3 clusters Score -1.378767e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13787689.000000 Penalty: 3761.932617
	Iteration 61Q: 3 clusters Score -1.378769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13787699.000000 Penalty: 3761.932617
	Iteration 62Q: 3 clusters Score -1.37877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13787707.000000 Penalty: 3761.932617
	Iteration 63Q: 3 clusters Score -1.378771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13787733.000000 Penalty: 3761.932617
	Iteration 64Q: 3 clusters Score -1.378773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -13787753.000000 Penalty: 3761.932617
	Iteration 65Q: 3 clusters Score -1.378775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105957 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13787757.000000 Penalty: 3761.932617
	Iteration 66Q: 3 clusters Score -1.378776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13787764.000000 Penalty: 3761.932617
	Iteration 67Q: 3 clusters Score -1.378776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13787777.000000 Penalty: 3761.932617
	Iteration 68Q: 3 clusters Score -1.378778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13787774.000000 Penalty: 3761.932617
	Iteration 69Q: 3 clusters Score -1.378777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -13787772.000000 Penalty: 3761.932617
	Iteration 70Q: 3 clusters Score -1.378777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105979 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13787778.000000 Penalty: 3761.932617
	Iteration 71Q: 3 clusters Score -1.378778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -13787781.000000 Penalty: 3761.932617
	Iteration 72Q: 3 clusters Score -1.378778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13787776.000000 Penalty: 3761.932617
	Iteration 73Q: 3 clusters Score -1.378778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13787776.000000 Penalty: 3761.932617
	Iteration 74F: 3 clusters Score -1.378778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Entering Unmasked Estep 
Score: -1256727.875000 Penalty: 1493.082031
	Iteration 0F: 2 clusters Score -1256728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1249666.250000 Penalty: 2986.164062
	Iteration 0F: 3 clusters Score -1249666 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1251978.500000 Penalty: 2986.164062
	Iteration 1F: 3 clusters Score -1251978 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1252240.500000 Penalty: 2986.164062
	Iteration 2F: 3 clusters Score -1252240 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1252479.250000 Penalty: 2986.164062
	Iteration 3F: 3 clusters Score -1252479 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1252703.500000 Penalty: 2986.164062
	Iteration 4Q: 3 clusters Score -1252704 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1252982.000000 Penalty: 2986.164062
	Iteration 5Q: 3 clusters Score -1252982 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1253311.250000 Penalty: 2986.164062
	Iteration 6F: 3 clusters Score -1253311 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1253713.125000 Penalty: 2986.164062
	Iteration 7F: 3 clusters Score -1253713 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1254137.250000 Penalty: 2986.164062
	Iteration 8F: 3 clusters Score -1254137 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1254574.375000 Penalty: 2986.164062
	Iteration 9Q: 3 clusters Score -1254574 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1254910.000000 Penalty: 2986.164062
	Iteration 10Q: 3 clusters Score -1254910 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1255138.000000 Penalty: 2986.164062
	Iteration 11Q: 3 clusters Score -1255138 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1255261.375000 Penalty: 2986.164062
	Iteration 12Q: 3 clusters Score -1255261 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1255340.500000 Penalty: 2986.164062
	Iteration 13Q: 3 clusters Score -1255340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1255383.125000 Penalty: 2986.164062
	Iteration 14Q: 3 clusters Score -1255383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1255400.250000 Penalty: 2986.164062
	Iteration 15Q: 3 clusters Score -1255400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1255420.375000 Penalty: 2986.164062
	Iteration 16Q: 3 clusters Score -1255420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1255435.500000 Penalty: 2986.164062
	Iteration 17Q: 3 clusters Score -1255436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1255443.750000 Penalty: 2986.164062
	Iteration 18Q: 3 clusters Score -1255444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1255449.375000 Penalty: 2986.164062
	Iteration 19Q: 3 clusters Score -1255449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1255458.125000 Penalty: 2986.164062
	Iteration 20F: 3 clusters Score -1255458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1255461.125000 Penalty: 2986.164062
	Iteration 21Q: 3 clusters Score -1255461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1255465.875000 Penalty: 2986.164062
	Iteration 22Q: 3 clusters Score -1255466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1255470.750000 Penalty: 2986.164062
	Iteration 23Q: 3 clusters Score -1255471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1255474.750000 Penalty: 2986.164062
	Iteration 24Q: 3 clusters Score -1255475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1255477.250000 Penalty: 2986.164062
	Iteration 25Q: 3 clusters Score -1255477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1255478.500000 Penalty: 2986.164062
	Iteration 26Q: 3 clusters Score -1255478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1255479.875000 Penalty: 2986.164062
	Iteration 27Q: 3 clusters Score -1255480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1255481.375000 Penalty: 2986.164062
	Iteration 28Q: 3 clusters Score -1255481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1255481.875000 Penalty: 2986.164062
	Iteration 29Q: 3 clusters Score -1255482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1255481.250000 Penalty: 2986.164062
	Iteration 30Q: 3 clusters Score -1255481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1255481.250000 Penalty: 2986.164062
	Iteration 31F: 3 clusters Score -1255481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (110256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110256 members 
Entering Unmasked Estep 
Score: -14053672.000000 Penalty: 1886.716064
	Iteration 0F: 2 clusters Score -1.405367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -13981832.000000 Penalty: 3773.432129
	Iteration 0F: 3 clusters Score -1.398183e+07 nChanged 52904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -14013147.000000 Penalty: 3773.432129
	Iteration 1F: 3 clusters Score -1.401315e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -14014215.000000 Penalty: 3773.432129
	Iteration 2Q: 3 clusters Score -1.401422e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -14015510.000000 Penalty: 3773.432129
	Iteration 3Q: 3 clusters Score -1.401551e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -14017394.000000 Penalty: 3773.432129
	Iteration 4Q: 3 clusters Score -1.401739e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -14020371.000000 Penalty: 3773.432129
	Iteration 5F: 3 clusters Score -1.402037e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -14025129.000000 Penalty: 3773.432129
	Iteration 6F: 3 clusters Score -1.402513e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -14031329.000000 Penalty: 3773.432129
	Iteration 7F: 3 clusters Score -1.403133e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -14037460.000000 Penalty: 3773.432129
	Iteration 8F: 3 clusters Score -1.403746e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -14042103.000000 Penalty: 3773.432129
	Iteration 9Q: 3 clusters Score -1.40421e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -14045069.000000 Penalty: 3773.432129
	Iteration 10Q: 3 clusters Score -1.404507e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -14047043.000000 Penalty: 3773.432129
	Iteration 11Q: 3 clusters Score -1.404704e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 102299 members 
Entering Unmasked Estep 
Score: -14048359.000000 Penalty: 3773.432129
	Iteration 12Q: 3 clusters Score -1.404836e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -14049306.000000 Penalty: 3773.432129
	Iteration 13Q: 3 clusters Score -1.404931e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 105396 members 
Entering Unmasked Estep 
Score: -14050159.000000 Penalty: 3773.432129
	Iteration 14Q: 3 clusters Score -1.405016e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 106442 members 
Entering Unmasked Estep 
Score: -14050745.000000 Penalty: 3773.432129
	Iteration 15Q: 3 clusters Score -1.405074e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 107245 members 
Entering Unmasked Estep 
Score: -14051151.000000 Penalty: 3773.432129
	Iteration 16Q: 3 clusters Score -1.405115e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 107857 members 
Entering Unmasked Estep 
Score: -14051504.000000 Penalty: 3773.432129
	Iteration 17Q: 3 clusters Score -1.40515e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -14051712.000000 Penalty: 3773.432129
	Iteration 18Q: 3 clusters Score -1.405171e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -14051836.000000 Penalty: 3773.432129
	Iteration 19Q: 3 clusters Score -1.405184e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -14051884.000000 Penalty: 3773.432129
	Iteration 20F: 3 clusters Score -1.405188e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -14051959.000000 Penalty: 3773.432129
	Iteration 21Q: 3 clusters Score -1.405196e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -14052024.000000 Penalty: 3773.432129
	Iteration 22Q: 3 clusters Score -1.405202e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 109264 members 
Entering Unmasked Estep 
Score: -14052086.000000 Penalty: 3773.432129
	Iteration 23Q: 3 clusters Score -1.405209e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 109343 members 
Entering Unmasked Estep 
Score: -14052116.000000 Penalty: 3773.432129
	Iteration 24Q: 3 clusters Score -1.405212e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 109394 members 
Entering Unmasked Estep 
Score: -14052111.000000 Penalty: 3773.432129
	Iteration 25Q: 3 clusters Score -1.405211e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 109427 members 
Entering Unmasked Estep 
Score: -14052115.000000 Penalty: 3773.432129
	Iteration 26Q: 3 clusters Score -1.405212e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 109449 members 
Entering Unmasked Estep 
Score: -14052109.000000 Penalty: 3773.432129
	Iteration 27Q: 3 clusters Score -1.405211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 109473 members 
Entering Unmasked Estep 
Score: -14052114.000000 Penalty: 3773.432129
	Iteration 28Q: 3 clusters Score -1.405211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -14052114.000000 Penalty: 3773.432129
	Iteration 29Q: 3 clusters Score -1.405211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 109500 members 
Entering Unmasked Estep 
Score: -14052114.000000 Penalty: 3773.432129
	Iteration 30Q: 3 clusters Score -1.405211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 109511 members 
Entering Unmasked Estep 
Score: -14052136.000000 Penalty: 3773.432129
	Iteration 31Q: 3 clusters Score -1.405214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 109525 members 
Entering Unmasked Estep 
Score: -14052142.000000 Penalty: 3773.432129
	Iteration 32Q: 3 clusters Score -1.405214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -14052151.000000 Penalty: 3773.432129
	Iteration 33Q: 3 clusters Score -1.405215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -14052164.000000 Penalty: 3773.432129
	Iteration 34Q: 3 clusters Score -1.405216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 109554 members 
Entering Unmasked Estep 
Score: -14052154.000000 Penalty: 3773.432129
	Iteration 35Q: 3 clusters Score -1.405215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 109563 members 
Entering Unmasked Estep 
Score: -14052155.000000 Penalty: 3773.432129
	Iteration 36Q: 3 clusters Score -1.405216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 109575 members 
Entering Unmasked Estep 
Score: -14052180.000000 Penalty: 3773.432129
	Iteration 37Q: 3 clusters Score -1.405218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 109580 members 
Entering Unmasked Estep 
Score: -14052188.000000 Penalty: 3773.432129
	Iteration 38Q: 3 clusters Score -1.405219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -14052172.000000 Penalty: 3773.432129
	Iteration 39Q: 3 clusters Score -1.405217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 109604 members 
Entering Unmasked Estep 
Score: -14052181.000000 Penalty: 3773.432129
	Iteration 40F: 3 clusters Score -1.405218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 109609 members 
Entering Unmasked Estep 
Score: -14052179.000000 Penalty: 3773.432129
	Iteration 41Q: 3 clusters Score -1.405218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -14052203.000000 Penalty: 3773.432129
	Iteration 42Q: 3 clusters Score -1.40522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 109626 members 
Entering Unmasked Estep 
Score: -14052192.000000 Penalty: 3773.432129
	Iteration 43Q: 3 clusters Score -1.405219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -14052197.000000 Penalty: 3773.432129
	Iteration 44Q: 3 clusters Score -1.40522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -14052208.000000 Penalty: 3773.432129
	Iteration 45Q: 3 clusters Score -1.405221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 109632 members 
Entering Unmasked Estep 
Score: -14052203.000000 Penalty: 3773.432129
	Iteration 46Q: 3 clusters Score -1.40522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -14052209.000000 Penalty: 3773.432129
	Iteration 47Q: 3 clusters Score -1.405221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -14052209.000000 Penalty: 3773.432129
	Iteration 48F: 3 clusters Score -1.405221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -29890.937500 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -29890.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29007.109375 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -29007.11 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29449.318359 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -29449.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29822.048828 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -29822.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30088.882812 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -30088.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30284.308594 Penalty: 1960.753052
	Iteration 4F: 3 clusters Score -30284.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30339.212891 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -30339.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30367.187500 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -30367.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30377.750000 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -30377.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30387.978516 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -30387.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30428.835938 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -30428.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30429.132812 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -30429.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30429.132812 Penalty: 1960.753052
	Iteration 11F: 3 clusters Score -30429.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102420 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 106423 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 112607 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37203 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 203 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73257 members 
Entering Unmasked Estep 
Score: -72822192.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72822816.000000 to -72822192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (112607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112607 members 
Entering Unmasked Estep 
Score: -14398091.000000 Penalty: 1890.144653
	Iteration 0F: 2 clusters Score -1.439809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -14328150.000000 Penalty: 3780.289307
	Iteration 0F: 3 clusters Score -1.432815e+07 nChanged 53850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -14359471.000000 Penalty: 3780.289307
	Iteration 1F: 3 clusters Score -1.435947e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -14359987.000000 Penalty: 3780.289307
	Iteration 2Q: 3 clusters Score -1.435999e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -14360704.000000 Penalty: 3780.289307
	Iteration 3Q: 3 clusters Score -1.43607e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -14361527.000000 Penalty: 3780.289307
	Iteration 4Q: 3 clusters Score -1.436153e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -14362858.000000 Penalty: 3780.289307
	Iteration 5Q: 3 clusters Score -1.436286e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -14365008.000000 Penalty: 3780.289307
	Iteration 6Q: 3 clusters Score -1.436501e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -14368225.000000 Penalty: 3780.289307
	Iteration 7F: 3 clusters Score -1.436822e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -14372899.000000 Penalty: 3780.289307
	Iteration 8F: 3 clusters Score -1.43729e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -14378594.000000 Penalty: 3780.289307
	Iteration 9F: 3 clusters Score -1.437859e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -14382907.000000 Penalty: 3780.289307
	Iteration 10F: 3 clusters Score -1.438291e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -14384788.000000 Penalty: 3780.289307
	Iteration 11Q: 3 clusters Score -1.438479e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -14385479.000000 Penalty: 3780.289307
	Iteration 12Q: 3 clusters Score -1.438548e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -14385940.000000 Penalty: 3780.289307
	Iteration 13Q: 3 clusters Score -1.438594e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -14386271.000000 Penalty: 3780.289307
	Iteration 14Q: 3 clusters Score -1.438627e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -14386505.000000 Penalty: 3780.289307
	Iteration 15Q: 3 clusters Score -1.43865e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -14386760.000000 Penalty: 3780.289307
	Iteration 16Q: 3 clusters Score -1.438676e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -14387028.000000 Penalty: 3780.289307
	Iteration 17Q: 3 clusters Score -1.438703e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -14387273.000000 Penalty: 3780.289307
	Iteration 18Q: 3 clusters Score -1.438727e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -14387365.000000 Penalty: 3780.289307
	Iteration 19Q: 3 clusters Score -1.438736e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -14387514.000000 Penalty: 3780.289307
	Iteration 20F: 3 clusters Score -1.438751e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -14387650.000000 Penalty: 3780.289307
	Iteration 21Q: 3 clusters Score -1.438765e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -14387792.000000 Penalty: 3780.289307
	Iteration 22Q: 3 clusters Score -1.438779e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -14387925.000000 Penalty: 3780.289307
	Iteration 23Q: 3 clusters Score -1.438792e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -14387978.000000 Penalty: 3780.289307
	Iteration 24Q: 3 clusters Score -1.438798e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -14387979.000000 Penalty: 3780.289307
	Iteration 25Q: 3 clusters Score -1.438798e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -14388000.000000 Penalty: 3780.289307
	Iteration 26Q: 3 clusters Score -1.4388e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -14388102.000000 Penalty: 3780.289307
	Iteration 27Q: 3 clusters Score -1.43881e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -14388144.000000 Penalty: 3780.289307
	Iteration 28Q: 3 clusters Score -1.438814e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -14388192.000000 Penalty: 3780.289307
	Iteration 29Q: 3 clusters Score -1.438819e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -14388264.000000 Penalty: 3780.289307
	Iteration 30Q: 3 clusters Score -1.438826e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -14388374.000000 Penalty: 3780.289307
	Iteration 31Q: 3 clusters Score -1.438837e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -14388455.000000 Penalty: 3780.289307
	Iteration 32Q: 3 clusters Score -1.438846e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -14388464.000000 Penalty: 3780.289307
	Iteration 33Q: 3 clusters Score -1.438846e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -14388500.000000 Penalty: 3780.289307
	Iteration 34Q: 3 clusters Score -1.43885e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -14388477.000000 Penalty: 3780.289307
	Iteration 35Q: 3 clusters Score -1.438848e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -14388535.000000 Penalty: 3780.289307
	Iteration 36Q: 3 clusters Score -1.438854e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -14388495.000000 Penalty: 3780.289307
	Iteration 37Q: 3 clusters Score -1.43885e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -14388482.000000 Penalty: 3780.289307
	Iteration 38Q: 3 clusters Score -1.438848e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -14388489.000000 Penalty: 3780.289307
	Iteration 39Q: 3 clusters Score -1.438849e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -14388476.000000 Penalty: 3780.289307
	Iteration 40F: 3 clusters Score -1.438848e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -14388493.000000 Penalty: 3780.289307
	Iteration 41Q: 3 clusters Score -1.438849e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -14388504.000000 Penalty: 3780.289307
	Iteration 42Q: 3 clusters Score -1.43885e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -14388466.000000 Penalty: 3780.289307
	Iteration 43Q: 3 clusters Score -1.438847e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -14388460.000000 Penalty: 3780.289307
	Iteration 44Q: 3 clusters Score -1.438846e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -14388481.000000 Penalty: 3780.289307
	Iteration 45Q: 3 clusters Score -1.438848e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -14388481.000000 Penalty: 3780.289307
	Iteration 46Q: 3 clusters Score -1.438848e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -14388468.000000 Penalty: 3780.289307
	Iteration 47Q: 3 clusters Score -1.438847e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -14388511.000000 Penalty: 3780.289307
	Iteration 48Q: 3 clusters Score -1.438851e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -14388509.000000 Penalty: 3780.289307
	Iteration 49Q: 3 clusters Score -1.438851e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -14388522.000000 Penalty: 3780.289307
	Iteration 50Q: 3 clusters Score -1.438852e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -14388546.000000 Penalty: 3780.289307
	Iteration 51Q: 3 clusters Score -1.438855e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -14388539.000000 Penalty: 3780.289307
	Iteration 52Q: 3 clusters Score -1.438854e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -14388550.000000 Penalty: 3780.289307
	Iteration 53Q: 3 clusters Score -1.438855e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -14388552.000000 Penalty: 3780.289307
	Iteration 54Q: 3 clusters Score -1.438855e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -14388528.000000 Penalty: 3780.289307
	Iteration 55Q: 3 clusters Score -1.438853e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -14388518.000000 Penalty: 3780.289307
	Iteration 56Q: 3 clusters Score -1.438852e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -14388531.000000 Penalty: 3780.289307
	Iteration 57Q: 3 clusters Score -1.438853e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -14388537.000000 Penalty: 3780.289307
	Iteration 58Q: 3 clusters Score -1.438854e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -14388544.000000 Penalty: 3780.289307
	Iteration 59Q: 3 clusters Score -1.438854e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -14388527.000000 Penalty: 3780.289307
	Iteration 60F: 3 clusters Score -1.438853e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -14388513.000000 Penalty: 3780.289307
	Iteration 61Q: 3 clusters Score -1.438851e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -14388506.000000 Penalty: 3780.289307
	Iteration 62Q: 3 clusters Score -1.438851e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -14388497.000000 Penalty: 3780.289307
	Iteration 63Q: 3 clusters Score -1.43885e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -14388521.000000 Penalty: 3780.289307
	Iteration 64Q: 3 clusters Score -1.438852e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -14388545.000000 Penalty: 3780.289307
	Iteration 65Q: 3 clusters Score -1.438854e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -14388532.000000 Penalty: 3780.289307
	Iteration 66Q: 3 clusters Score -1.438853e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -14388516.000000 Penalty: 3780.289307
	Iteration 67Q: 3 clusters Score -1.438852e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -14388523.000000 Penalty: 3780.289307
	Iteration 68Q: 3 clusters Score -1.438852e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -14388538.000000 Penalty: 3780.289307
	Iteration 69Q: 3 clusters Score -1.438854e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -14388552.000000 Penalty: 3780.289307
	Iteration 70Q: 3 clusters Score -1.438855e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -14388574.000000 Penalty: 3780.289307
	Iteration 71Q: 3 clusters Score -1.438857e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -14388580.000000 Penalty: 3780.289307
	Iteration 72Q: 3 clusters Score -1.438858e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -14388588.000000 Penalty: 3780.289307
	Iteration 73Q: 3 clusters Score -1.438859e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -14388606.000000 Penalty: 3780.289307
	Iteration 74Q: 3 clusters Score -1.438861e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -14388601.000000 Penalty: 3780.289307
	Iteration 75Q: 3 clusters Score -1.43886e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -14388583.000000 Penalty: 3780.289307
	Iteration 76Q: 3 clusters Score -1.438858e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -14388570.000000 Penalty: 3780.289307
	Iteration 77Q: 3 clusters Score -1.438857e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -14388578.000000 Penalty: 3780.289307
	Iteration 78Q: 3 clusters Score -1.438858e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -14388538.000000 Penalty: 3780.289307
	Iteration 79Q: 3 clusters Score -1.438854e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -14388557.000000 Penalty: 3780.289307
	Iteration 80F: 3 clusters Score -1.438856e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -14388558.000000 Penalty: 3780.289307
	Iteration 81Q: 3 clusters Score -1.438856e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -14388562.000000 Penalty: 3780.289307
	Iteration 82Q: 3 clusters Score -1.438856e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -14388546.000000 Penalty: 3780.289307
	Iteration 83Q: 3 clusters Score -1.438855e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -14388546.000000 Penalty: 3780.289307
	Iteration 84Q: 3 clusters Score -1.438855e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -14388530.000000 Penalty: 3780.289307
	Iteration 85Q: 3 clusters Score -1.438853e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -14388541.000000 Penalty: 3780.289307
	Iteration 86Q: 3 clusters Score -1.438854e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -14388558.000000 Penalty: 3780.289307
	Iteration 87Q: 3 clusters Score -1.438856e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -14388519.000000 Penalty: 3780.289307
	Iteration 88Q: 3 clusters Score -1.438852e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -14388525.000000 Penalty: 3780.289307
	Iteration 89Q: 3 clusters Score -1.438852e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -14388513.000000 Penalty: 3780.289307
	Iteration 90Q: 3 clusters Score -1.438851e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -14388512.000000 Penalty: 3780.289307
	Iteration 91Q: 3 clusters Score -1.438851e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -14388520.000000 Penalty: 3780.289307
	Iteration 92Q: 3 clusters Score -1.438852e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -14388534.000000 Penalty: 3780.289307
	Iteration 93Q: 3 clusters Score -1.438853e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -14388534.000000 Penalty: 3780.289307
	Iteration 94Q: 3 clusters Score -1.438853e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -14388529.000000 Penalty: 3780.289307
	Iteration 95Q: 3 clusters Score -1.438853e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -14388519.000000 Penalty: 3780.289307
	Iteration 96Q: 3 clusters Score -1.438852e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -14388531.000000 Penalty: 3780.289307
	Iteration 97Q: 3 clusters Score -1.438853e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -14388527.000000 Penalty: 3780.289307
	Iteration 98Q: 3 clusters Score -1.438853e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -14388492.000000 Penalty: 3780.289307
	Iteration 99Q: 3 clusters Score -1.438849e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -14388477.000000 Penalty: 3780.289307
	Iteration 100F: 3 clusters Score -1.438848e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -14388455.000000 Penalty: 3780.289307
	Iteration 101Q: 3 clusters Score -1.438846e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -14388439.000000 Penalty: 3780.289307
	Iteration 102Q: 3 clusters Score -1.438844e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -14388439.000000 Penalty: 3780.289307
	Iteration 103Q: 3 clusters Score -1.438844e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -14388449.000000 Penalty: 3780.289307
	Iteration 104Q: 3 clusters Score -1.438845e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -14388456.000000 Penalty: 3780.289307
	Iteration 105Q: 3 clusters Score -1.438846e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -14388451.000000 Penalty: 3780.289307
	Iteration 106Q: 3 clusters Score -1.438845e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -14388449.000000 Penalty: 3780.289307
	Iteration 107Q: 3 clusters Score -1.438845e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -14388456.000000 Penalty: 3780.289307
	Iteration 108Q: 3 clusters Score -1.438846e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -14388444.000000 Penalty: 3780.289307
	Iteration 109Q: 3 clusters Score -1.438844e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -14388452.000000 Penalty: 3780.289307
	Iteration 110Q: 3 clusters Score -1.438845e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -14388447.000000 Penalty: 3780.289307
	Iteration 111Q: 3 clusters Score -1.438845e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -14388429.000000 Penalty: 3780.289307
	Iteration 112Q: 3 clusters Score -1.438843e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -14388428.000000 Penalty: 3780.289307
	Iteration 113Q: 3 clusters Score -1.438843e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -14388418.000000 Penalty: 3780.289307
	Iteration 114Q: 3 clusters Score -1.438842e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -14388407.000000 Penalty: 3780.289307
	Iteration 115Q: 3 clusters Score -1.438841e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -14388403.000000 Penalty: 3780.289307
	Iteration 116Q: 3 clusters Score -1.43884e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -14388402.000000 Penalty: 3780.289307
	Iteration 117Q: 3 clusters Score -1.43884e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -14388391.000000 Penalty: 3780.289307
	Iteration 118Q: 3 clusters Score -1.438839e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -14388389.000000 Penalty: 3780.289307
	Iteration 119Q: 3 clusters Score -1.438839e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -14388372.000000 Penalty: 3780.289307
	Iteration 120F: 3 clusters Score -1.438837e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -14388387.000000 Penalty: 3780.289307
	Iteration 121Q: 3 clusters Score -1.438839e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -14388411.000000 Penalty: 3780.289307
	Iteration 122Q: 3 clusters Score -1.438841e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -14388417.000000 Penalty: 3780.289307
	Iteration 123Q: 3 clusters Score -1.438842e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -14388411.000000 Penalty: 3780.289307
	Iteration 124Q: 3 clusters Score -1.438841e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -14388393.000000 Penalty: 3780.289307
	Iteration 125Q: 3 clusters Score -1.438839e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -14388400.000000 Penalty: 3780.289307
	Iteration 126Q: 3 clusters Score -1.43884e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -14388428.000000 Penalty: 3780.289307
	Iteration 127Q: 3 clusters Score -1.438843e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -14388454.000000 Penalty: 3780.289307
	Iteration 128Q: 3 clusters Score -1.438845e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -14388457.000000 Penalty: 3780.289307
	Iteration 129Q: 3 clusters Score -1.438846e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -14388446.000000 Penalty: 3780.289307
	Iteration 130Q: 3 clusters Score -1.438845e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -14388430.000000 Penalty: 3780.289307
	Iteration 131Q: 3 clusters Score -1.438843e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -14388416.000000 Penalty: 3780.289307
	Iteration 132Q: 3 clusters Score -1.438842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -14388403.000000 Penalty: 3780.289307
	Iteration 133Q: 3 clusters Score -1.43884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -14388413.000000 Penalty: 3780.289307
	Iteration 134Q: 3 clusters Score -1.438841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -14388410.000000 Penalty: 3780.289307
	Iteration 135Q: 3 clusters Score -1.438841e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -14388412.000000 Penalty: 3780.289307
	Iteration 136Q: 3 clusters Score -1.438841e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -14388415.000000 Penalty: 3780.289307
	Iteration 137Q: 3 clusters Score -1.438842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -14388428.000000 Penalty: 3780.289307
	Iteration 138Q: 3 clusters Score -1.438843e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -14388427.000000 Penalty: 3780.289307
	Iteration 139Q: 3 clusters Score -1.438843e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -14388423.000000 Penalty: 3780.289307
	Iteration 140F: 3 clusters Score -1.438842e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -14388436.000000 Penalty: 3780.289307
	Iteration 141Q: 3 clusters Score -1.438844e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -14388431.000000 Penalty: 3780.289307
	Iteration 142Q: 3 clusters Score -1.438843e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -14388414.000000 Penalty: 3780.289307
	Iteration 143Q: 3 clusters Score -1.438841e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -14388410.000000 Penalty: 3780.289307
	Iteration 144Q: 3 clusters Score -1.438841e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -14388419.000000 Penalty: 3780.289307
	Iteration 145Q: 3 clusters Score -1.438842e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -14388428.000000 Penalty: 3780.289307
	Iteration 146Q: 3 clusters Score -1.438843e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -14388445.000000 Penalty: 3780.289307
	Iteration 147Q: 3 clusters Score -1.438844e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -14388432.000000 Penalty: 3780.289307
	Iteration 148Q: 3 clusters Score -1.438843e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -14388435.000000 Penalty: 3780.289307
	Iteration 149Q: 3 clusters Score -1.438844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -14388427.000000 Penalty: 3780.289307
	Iteration 150Q: 3 clusters Score -1.438843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -14388419.000000 Penalty: 3780.289307
	Iteration 151Q: 3 clusters Score -1.438842e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -14388432.000000 Penalty: 3780.289307
	Iteration 152Q: 3 clusters Score -1.438843e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -14388438.000000 Penalty: 3780.289307
	Iteration 153Q: 3 clusters Score -1.438844e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -14388412.000000 Penalty: 3780.289307
	Iteration 154Q: 3 clusters Score -1.438841e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -14388415.000000 Penalty: 3780.289307
	Iteration 155Q: 3 clusters Score -1.438842e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -14388416.000000 Penalty: 3780.289307
	Iteration 156Q: 3 clusters Score -1.438842e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -14388429.000000 Penalty: 3780.289307
	Iteration 157Q: 3 clusters Score -1.438843e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -14388451.000000 Penalty: 3780.289307
	Iteration 158Q: 3 clusters Score -1.438845e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -14388422.000000 Penalty: 3780.289307
	Iteration 159Q: 3 clusters Score -1.438842e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -14388428.000000 Penalty: 3780.289307
	Iteration 160F: 3 clusters Score -1.438843e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -14388419.000000 Penalty: 3780.289307
	Iteration 161Q: 3 clusters Score -1.438842e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -14388430.000000 Penalty: 3780.289307
	Iteration 162Q: 3 clusters Score -1.438843e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -14388449.000000 Penalty: 3780.289307
	Iteration 163Q: 3 clusters Score -1.438845e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -14388468.000000 Penalty: 3780.289307
	Iteration 164Q: 3 clusters Score -1.438847e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -14388454.000000 Penalty: 3780.289307
	Iteration 165Q: 3 clusters Score -1.438845e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -14388457.000000 Penalty: 3780.289307
	Iteration 166Q: 3 clusters Score -1.438846e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -14388423.000000 Penalty: 3780.289307
	Iteration 167Q: 3 clusters Score -1.438842e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -14388421.000000 Penalty: 3780.289307
	Iteration 168Q: 3 clusters Score -1.438842e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -14388439.000000 Penalty: 3780.289307
	Iteration 169Q: 3 clusters Score -1.438844e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -14388462.000000 Penalty: 3780.289307
	Iteration 170Q: 3 clusters Score -1.438846e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -14388451.000000 Penalty: 3780.289307
	Iteration 171Q: 3 clusters Score -1.438845e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -14388477.000000 Penalty: 3780.289307
	Iteration 172Q: 3 clusters Score -1.438848e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -14388478.000000 Penalty: 3780.289307
	Iteration 173Q: 3 clusters Score -1.438848e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -14388471.000000 Penalty: 3780.289307
	Iteration 174Q: 3 clusters Score -1.438847e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -14388464.000000 Penalty: 3780.289307
	Iteration 175Q: 3 clusters Score -1.438846e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -14388450.000000 Penalty: 3780.289307
	Iteration 176Q: 3 clusters Score -1.438845e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -14388450.000000 Penalty: 3780.289307
	Iteration 177Q: 3 clusters Score -1.438845e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -14388417.000000 Penalty: 3780.289307
	Iteration 178Q: 3 clusters Score -1.438842e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -14388422.000000 Penalty: 3780.289307
	Iteration 179Q: 3 clusters Score -1.438842e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -14388437.000000 Penalty: 3780.289307
	Iteration 180F: 3 clusters Score -1.438844e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -14388467.000000 Penalty: 3780.289307
	Iteration 181Q: 3 clusters Score -1.438847e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -14388452.000000 Penalty: 3780.289307
	Iteration 182Q: 3 clusters Score -1.438845e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -14388470.000000 Penalty: 3780.289307
	Iteration 183Q: 3 clusters Score -1.438847e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -14388510.000000 Penalty: 3780.289307
	Iteration 184Q: 3 clusters Score -1.438851e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -14388493.000000 Penalty: 3780.289307
	Iteration 185Q: 3 clusters Score -1.438849e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -14388472.000000 Penalty: 3780.289307
	Iteration 186Q: 3 clusters Score -1.438847e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -14388496.000000 Penalty: 3780.289307
	Iteration 187Q: 3 clusters Score -1.43885e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -14388487.000000 Penalty: 3780.289307
	Iteration 188Q: 3 clusters Score -1.438849e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -14388500.000000 Penalty: 3780.289307
	Iteration 189Q: 3 clusters Score -1.43885e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -14388480.000000 Penalty: 3780.289307
	Iteration 190Q: 3 clusters Score -1.438848e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -14388494.000000 Penalty: 3780.289307
	Iteration 191Q: 3 clusters Score -1.438849e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -14388501.000000 Penalty: 3780.289307
	Iteration 192Q: 3 clusters Score -1.43885e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -14388512.000000 Penalty: 3780.289307
	Iteration 193Q: 3 clusters Score -1.438851e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -14388563.000000 Penalty: 3780.289307
	Iteration 194Q: 3 clusters Score -1.438856e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -14388581.000000 Penalty: 3780.289307
	Iteration 195Q: 3 clusters Score -1.438858e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -14388574.000000 Penalty: 3780.289307
	Iteration 196Q: 3 clusters Score -1.438857e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -14388569.000000 Penalty: 3780.289307
	Iteration 197Q: 3 clusters Score -1.438857e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -14388600.000000 Penalty: 3780.289307
	Iteration 198Q: 3 clusters Score -1.43886e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -14388621.000000 Penalty: 3780.289307
	Iteration 199Q: 3 clusters Score -1.438862e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -14388614.000000 Penalty: 3780.289307
	Iteration 200F: 3 clusters Score -1.438861e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -14388605.000000 Penalty: 3780.289307
	Iteration 201Q: 3 clusters Score -1.43886e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -14388602.000000 Penalty: 3780.289307
	Iteration 202Q: 3 clusters Score -1.43886e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -14388589.000000 Penalty: 3780.289307
	Iteration 203Q: 3 clusters Score -1.438859e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -14388617.000000 Penalty: 3780.289307
	Iteration 204Q: 3 clusters Score -1.438862e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -14388637.000000 Penalty: 3780.289307
	Iteration 205Q: 3 clusters Score -1.438864e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -14388619.000000 Penalty: 3780.289307
	Iteration 206Q: 3 clusters Score -1.438862e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -14388629.000000 Penalty: 3780.289307
	Iteration 207Q: 3 clusters Score -1.438863e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -14388615.000000 Penalty: 3780.289307
	Iteration 208Q: 3 clusters Score -1.438862e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -14388613.000000 Penalty: 3780.289307
	Iteration 209Q: 3 clusters Score -1.438861e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -14388631.000000 Penalty: 3780.289307
	Iteration 210Q: 3 clusters Score -1.438863e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -14388616.000000 Penalty: 3780.289307
	Iteration 211Q: 3 clusters Score -1.438862e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -14388595.000000 Penalty: 3780.289307
	Iteration 212Q: 3 clusters Score -1.43886e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -14388594.000000 Penalty: 3780.289307
	Iteration 213Q: 3 clusters Score -1.438859e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -14388617.000000 Penalty: 3780.289307
	Iteration 214Q: 3 clusters Score -1.438862e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -14388636.000000 Penalty: 3780.289307
	Iteration 215Q: 3 clusters Score -1.438864e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -14388644.000000 Penalty: 3780.289307
	Iteration 216Q: 3 clusters Score -1.438864e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -14388632.000000 Penalty: 3780.289307
	Iteration 217Q: 3 clusters Score -1.438863e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -14388667.000000 Penalty: 3780.289307
	Iteration 218Q: 3 clusters Score -1.438867e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -14388661.000000 Penalty: 3780.289307
	Iteration 219Q: 3 clusters Score -1.438866e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -14388656.000000 Penalty: 3780.289307
	Iteration 220F: 3 clusters Score -1.438866e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -14388646.000000 Penalty: 3780.289307
	Iteration 221Q: 3 clusters Score -1.438865e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -14388685.000000 Penalty: 3780.289307
	Iteration 222Q: 3 clusters Score -1.438868e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -14388806.000000 Penalty: 3780.289307
	Iteration 223Q: 3 clusters Score -1.438881e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -14388805.000000 Penalty: 3780.289307
	Iteration 224Q: 3 clusters Score -1.43888e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -14388872.000000 Penalty: 3780.289307
	Iteration 225Q: 3 clusters Score -1.438887e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -14388911.000000 Penalty: 3780.289307
	Iteration 226Q: 3 clusters Score -1.438891e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -14389065.000000 Penalty: 3780.289307
	Iteration 227Q: 3 clusters Score -1.438906e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -14389189.000000 Penalty: 3780.289307
	Iteration 228Q: 3 clusters Score -1.438919e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -14389407.000000 Penalty: 3780.289307
	Iteration 229Q: 3 clusters Score -1.438941e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -14389655.000000 Penalty: 3780.289307
	Iteration 230Q: 3 clusters Score -1.438966e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -14389906.000000 Penalty: 3780.289307
	Iteration 231Q: 3 clusters Score -1.438991e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -14390109.000000 Penalty: 3780.289307
	Iteration 232Q: 3 clusters Score -1.439011e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -14390422.000000 Penalty: 3780.289307
	Iteration 233Q: 3 clusters Score -1.439042e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -14390583.000000 Penalty: 3780.289307
	Iteration 234Q: 3 clusters Score -1.439058e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -14390813.000000 Penalty: 3780.289307
	Iteration 235Q: 3 clusters Score -1.439081e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -14391059.000000 Penalty: 3780.289307
	Iteration 236Q: 3 clusters Score -1.439106e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -14391197.000000 Penalty: 3780.289307
	Iteration 237Q: 3 clusters Score -1.43912e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -14391342.000000 Penalty: 3780.289307
	Iteration 238Q: 3 clusters Score -1.439134e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -14391474.000000 Penalty: 3780.289307
	Iteration 239Q: 3 clusters Score -1.439147e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -14391584.000000 Penalty: 3780.289307
	Iteration 240F: 3 clusters Score -1.439158e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -14391704.000000 Penalty: 3780.289307
	Iteration 241Q: 3 clusters Score -1.43917e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -14391713.000000 Penalty: 3780.289307
	Iteration 242Q: 3 clusters Score -1.439171e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -14391736.000000 Penalty: 3780.289307
	Iteration 243Q: 3 clusters Score -1.439174e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -14391793.000000 Penalty: 3780.289307
	Iteration 244Q: 3 clusters Score -1.439179e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -14391884.000000 Penalty: 3780.289307
	Iteration 245Q: 3 clusters Score -1.439188e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -14391949.000000 Penalty: 3780.289307
	Iteration 246Q: 3 clusters Score -1.439195e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -14391989.000000 Penalty: 3780.289307
	Iteration 247Q: 3 clusters Score -1.439199e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -14392052.000000 Penalty: 3780.289307
	Iteration 248Q: 3 clusters Score -1.439205e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -14392107.000000 Penalty: 3780.289307
	Iteration 249Q: 3 clusters Score -1.439211e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -14392155.000000 Penalty: 3780.289307
	Iteration 250Q: 3 clusters Score -1.439216e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -14392252.000000 Penalty: 3780.289307
	Iteration 251Q: 3 clusters Score -1.439225e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -14392319.000000 Penalty: 3780.289307
	Iteration 252Q: 3 clusters Score -1.439232e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -14392444.000000 Penalty: 3780.289307
	Iteration 253Q: 3 clusters Score -1.439244e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -14392516.000000 Penalty: 3780.289307
	Iteration 254Q: 3 clusters Score -1.439252e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -14392558.000000 Penalty: 3780.289307
	Iteration 255Q: 3 clusters Score -1.439256e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -14392691.000000 Penalty: 3780.289307
	Iteration 256Q: 3 clusters Score -1.439269e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -14392876.000000 Penalty: 3780.289307
	Iteration 257Q: 3 clusters Score -1.439288e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -14392939.000000 Penalty: 3780.289307
	Iteration 258Q: 3 clusters Score -1.439294e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -14393148.000000 Penalty: 3780.289307
	Iteration 259Q: 3 clusters Score -1.439315e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -14393434.000000 Penalty: 3780.289307
	Iteration 260F: 3 clusters Score -1.439343e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -14393620.000000 Penalty: 3780.289307
	Iteration 261Q: 3 clusters Score -1.439362e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -14393891.000000 Penalty: 3780.289307
	Iteration 262Q: 3 clusters Score -1.439389e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -14394126.000000 Penalty: 3780.289307
	Iteration 263Q: 3 clusters Score -1.439413e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87601 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -14394391.000000 Penalty: 3780.289307
	Iteration 264Q: 3 clusters Score -1.439439e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -14394726.000000 Penalty: 3780.289307
	Iteration 265Q: 3 clusters Score -1.439473e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -14394973.000000 Penalty: 3780.289307
	Iteration 266Q: 3 clusters Score -1.439497e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -14395230.000000 Penalty: 3780.289307
	Iteration 267Q: 3 clusters Score -1.439523e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -14395556.000000 Penalty: 3780.289307
	Iteration 268Q: 3 clusters Score -1.439556e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -14395906.000000 Penalty: 3780.289307
	Iteration 269Q: 3 clusters Score -1.439591e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -14396332.000000 Penalty: 3780.289307
	Iteration 270Q: 3 clusters Score -1.439633e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99371 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -14396570.000000 Penalty: 3780.289307
	Iteration 271Q: 3 clusters Score -1.439657e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -14396773.000000 Penalty: 3780.289307
	Iteration 272Q: 3 clusters Score -1.439677e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -14396880.000000 Penalty: 3780.289307
	Iteration 273Q: 3 clusters Score -1.439688e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104402 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -14396952.000000 Penalty: 3780.289307
	Iteration 274Q: 3 clusters Score -1.439695e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -14397163.000000 Penalty: 3780.289307
	Iteration 275Q: 3 clusters Score -1.439716e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -14397329.000000 Penalty: 3780.289307
	Iteration 276Q: 3 clusters Score -1.439733e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -14397356.000000 Penalty: 3780.289307
	Iteration 277Q: 3 clusters Score -1.439736e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -14397448.000000 Penalty: 3780.289307
	Iteration 278Q: 3 clusters Score -1.439745e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -14397471.000000 Penalty: 3780.289307
	Iteration 279Q: 3 clusters Score -1.439747e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109819 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -14397518.000000 Penalty: 3780.289307
	Iteration 280F: 3 clusters Score -1.439752e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110294 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -14397466.000000 Penalty: 3780.289307
	Iteration 281Q: 3 clusters Score -1.439747e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110632 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -14397436.000000 Penalty: 3780.289307
	Iteration 282Q: 3 clusters Score -1.439744e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -14397385.000000 Penalty: 3780.289307
	Iteration 283Q: 3 clusters Score -1.439738e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -14397288.000000 Penalty: 3780.289307
	Iteration 284Q: 3 clusters Score -1.439729e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14397247.000000 Penalty: 3780.289307
	Iteration 285Q: 3 clusters Score -1.439725e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -14397206.000000 Penalty: 3780.289307
	Iteration 286Q: 3 clusters Score -1.439721e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -14397208.000000 Penalty: 3780.289307
	Iteration 287Q: 3 clusters Score -1.439721e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -14397159.000000 Penalty: 3780.289307
	Iteration 288Q: 3 clusters Score -1.439716e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -14397147.000000 Penalty: 3780.289307
	Iteration 289Q: 3 clusters Score -1.439715e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111565 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -14397153.000000 Penalty: 3780.289307
	Iteration 290Q: 3 clusters Score -1.439715e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111618 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14397123.000000 Penalty: 3780.289307
	Iteration 291Q: 3 clusters Score -1.439712e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111664 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14397118.000000 Penalty: 3780.289307
	Iteration 292Q: 3 clusters Score -1.439712e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14397121.000000 Penalty: 3780.289307
	Iteration 293Q: 3 clusters Score -1.439712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111725 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -14397113.000000 Penalty: 3780.289307
	Iteration 294Q: 3 clusters Score -1.439711e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111752 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14397083.000000 Penalty: 3780.289307
	Iteration 295Q: 3 clusters Score -1.439708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111770 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14397085.000000 Penalty: 3780.289307
	Iteration 296Q: 3 clusters Score -1.439708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -14397075.000000 Penalty: 3780.289307
	Iteration 297Q: 3 clusters Score -1.439708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14397078.000000 Penalty: 3780.289307
	Iteration 298Q: 3 clusters Score -1.439708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111821 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14397081.000000 Penalty: 3780.289307
	Iteration 299Q: 3 clusters Score -1.439708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111839 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14397071.000000 Penalty: 3780.289307
	Iteration 300F: 3 clusters Score -1.439707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111851 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -14397066.000000 Penalty: 3780.289307
	Iteration 301Q: 3 clusters Score -1.439707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111854 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14397076.000000 Penalty: 3780.289307
	Iteration 302Q: 3 clusters Score -1.439708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111858 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -14397063.000000 Penalty: 3780.289307
	Iteration 303Q: 3 clusters Score -1.439706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -14397066.000000 Penalty: 3780.289307
	Iteration 304Q: 3 clusters Score -1.439707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -14397066.000000 Penalty: 3780.289307
	Iteration 305F: 3 clusters Score -1.439707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -378477.593750 Penalty: 1308.549927
	Iteration 0F: 2 clusters Score -378477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -375700.843750 Penalty: 2617.099854
	Iteration 0F: 3 clusters Score -375700.8 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -376379.125000 Penalty: 2617.099854
	Iteration 1F: 3 clusters Score -376379.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -376483.468750 Penalty: 2617.099854
	Iteration 2F: 3 clusters Score -376483.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -376541.093750 Penalty: 2617.099854
	Iteration 3Q: 3 clusters Score -376541.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -376568.468750 Penalty: 2617.099854
	Iteration 4Q: 3 clusters Score -376568.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -376585.812500 Penalty: 2617.099854
	Iteration 5Q: 3 clusters Score -376585.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -376599.968750 Penalty: 2617.099854
	Iteration 6Q: 3 clusters Score -376600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -376606.593750 Penalty: 2617.099854
	Iteration 7Q: 3 clusters Score -376606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -376610.250000 Penalty: 2617.099854
	Iteration 8Q: 3 clusters Score -376610.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -376616.281250 Penalty: 2617.099854
	Iteration 9Q: 3 clusters Score -376616.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -376622.281250 Penalty: 2617.099854
	Iteration 10Q: 3 clusters Score -376622.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -376632.250000 Penalty: 2617.099854
	Iteration 11Q: 3 clusters Score -376632.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -376638.906250 Penalty: 2617.099854
	Iteration 12Q: 3 clusters Score -376638.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -376644.156250 Penalty: 2617.099854
	Iteration 13Q: 3 clusters Score -376644.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376651.937500 Penalty: 2617.099854
	Iteration 14Q: 3 clusters Score -376651.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -376663.250000 Penalty: 2617.099854
	Iteration 15Q: 3 clusters Score -376663.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -376672.375000 Penalty: 2617.099854
	Iteration 16Q: 3 clusters Score -376672.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -376679.937500 Penalty: 2617.099854
	Iteration 17Q: 3 clusters Score -376679.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -376685.750000 Penalty: 2617.099854
	Iteration 18Q: 3 clusters Score -376685.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -376694.093750 Penalty: 2617.099854
	Iteration 19Q: 3 clusters Score -376694.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -376704.187500 Penalty: 2617.099854
	Iteration 20F: 3 clusters Score -376704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -376709.812500 Penalty: 2617.099854
	Iteration 21Q: 3 clusters Score -376709.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -376714.968750 Penalty: 2617.099854
	Iteration 22Q: 3 clusters Score -376715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -376719.875000 Penalty: 2617.099854
	Iteration 23Q: 3 clusters Score -376719.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -376726.593750 Penalty: 2617.099854
	Iteration 24Q: 3 clusters Score -376726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -376730.437500 Penalty: 2617.099854
	Iteration 25Q: 3 clusters Score -376730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -376732.437500 Penalty: 2617.099854
	Iteration 26Q: 3 clusters Score -376732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -376733.656250 Penalty: 2617.099854
	Iteration 27Q: 3 clusters Score -376733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -376734.500000 Penalty: 2617.099854
	Iteration 28Q: 3 clusters Score -376734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -376735.343750 Penalty: 2617.099854
	Iteration 29Q: 3 clusters Score -376735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -376737.937500 Penalty: 2617.099854
	Iteration 30Q: 3 clusters Score -376737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -376739.250000 Penalty: 2617.099854
	Iteration 31Q: 3 clusters Score -376739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -376739.906250 Penalty: 2617.099854
	Iteration 32Q: 3 clusters Score -376739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -376740.812500 Penalty: 2617.099854
	Iteration 33Q: 3 clusters Score -376740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -376740.937500 Penalty: 2617.099854
	Iteration 34Q: 3 clusters Score -376740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -376740.812500 Penalty: 2617.099854
	Iteration 35Q: 3 clusters Score -376740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -376740.812500 Penalty: 2617.099854
	Iteration 36Q: 3 clusters Score -376740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -376742.406250 Penalty: 2617.099854
	Iteration 37Q: 3 clusters Score -376742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -376743.218750 Penalty: 2617.099854
	Iteration 38Q: 3 clusters Score -376743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -376743.218750 Penalty: 2617.099854
	Iteration 39Q: 3 clusters Score -376743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -376742.718750 Penalty: 2617.099854
	Iteration 40F: 3 clusters Score -376742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -376744.125000 Penalty: 2617.099854
	Iteration 41Q: 3 clusters Score -376744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -376744.625000 Penalty: 2617.099854
	Iteration 42Q: 3 clusters Score -376744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -376744.625000 Penalty: 2617.099854
	Iteration 43F: 3 clusters Score -376744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Entering Unmasked Estep 
Score: -4779356.000000 Penalty: 1710.173584
	Iteration 0F: 2 clusters Score -4779356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4754659.000000 Penalty: 3420.347168
	Iteration 0F: 3 clusters Score -4754659 nChanged 17142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -4764456.500000 Penalty: 3420.347168
	Iteration 1F: 3 clusters Score -4764456 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4765202.000000 Penalty: 3420.347168
	Iteration 2Q: 3 clusters Score -4765202 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -4766065.500000 Penalty: 3420.347168
	Iteration 3F: 3 clusters Score -4766066 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4767200.500000 Penalty: 3420.347168
	Iteration 4F: 3 clusters Score -4767200 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -4768685.500000 Penalty: 3420.347168
	Iteration 5F: 3 clusters Score -4768686 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -4770609.000000 Penalty: 3420.347168
	Iteration 6F: 3 clusters Score -4770609 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4772677.500000 Penalty: 3420.347168
	Iteration 7F: 3 clusters Score -4772678 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4774439.000000 Penalty: 3420.347168
	Iteration 8F: 3 clusters Score -4774439 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4775421.500000 Penalty: 3420.347168
	Iteration 9Q: 3 clusters Score -4775422 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4775882.000000 Penalty: 3420.347168
	Iteration 10Q: 3 clusters Score -4775882 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4776113.500000 Penalty: 3420.347168
	Iteration 11Q: 3 clusters Score -4776114 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4776289.500000 Penalty: 3420.347168
	Iteration 12Q: 3 clusters Score -4776290 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4776411.500000 Penalty: 3420.347168
	Iteration 13Q: 3 clusters Score -4776412 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4776536.500000 Penalty: 3420.347168
	Iteration 14Q: 3 clusters Score -4776536 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4776656.000000 Penalty: 3420.347168
	Iteration 15Q: 3 clusters Score -4776656 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4776795.500000 Penalty: 3420.347168
	Iteration 16Q: 3 clusters Score -4776796 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4776922.500000 Penalty: 3420.347168
	Iteration 17Q: 3 clusters Score -4776922 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -4777069.000000 Penalty: 3420.347168
	Iteration 18Q: 3 clusters Score -4777069 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4777186.500000 Penalty: 3420.347168
	Iteration 19Q: 3 clusters Score -4777186 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4777306.000000 Penalty: 3420.347168
	Iteration 20F: 3 clusters Score -4777306 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4777383.000000 Penalty: 3420.347168
	Iteration 21Q: 3 clusters Score -4777383 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4777469.500000 Penalty: 3420.347168
	Iteration 22Q: 3 clusters Score -4777470 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4777533.500000 Penalty: 3420.347168
	Iteration 23Q: 3 clusters Score -4777534 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4777579.000000 Penalty: 3420.347168
	Iteration 24Q: 3 clusters Score -4777579 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4777620.500000 Penalty: 3420.347168
	Iteration 25Q: 3 clusters Score -4777620 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4777681.500000 Penalty: 3420.347168
	Iteration 26Q: 3 clusters Score -4777682 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -4777700.500000 Penalty: 3420.347168
	Iteration 27Q: 3 clusters Score -4777700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4777753.000000 Penalty: 3420.347168
	Iteration 28Q: 3 clusters Score -4777753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4777774.000000 Penalty: 3420.347168
	Iteration 29Q: 3 clusters Score -4777774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -4777792.500000 Penalty: 3420.347168
	Iteration 30Q: 3 clusters Score -4777792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4777822.000000 Penalty: 3420.347168
	Iteration 31Q: 3 clusters Score -4777822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4777851.000000 Penalty: 3420.347168
	Iteration 32Q: 3 clusters Score -4777851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4777874.500000 Penalty: 3420.347168
	Iteration 33Q: 3 clusters Score -4777874 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4777897.500000 Penalty: 3420.347168
	Iteration 34Q: 3 clusters Score -4777898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4777921.500000 Penalty: 3420.347168
	Iteration 35Q: 3 clusters Score -4777922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4777919.000000 Penalty: 3420.347168
	Iteration 36Q: 3 clusters Score -4777919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4777933.500000 Penalty: 3420.347168
	Iteration 37Q: 3 clusters Score -4777934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4777939.500000 Penalty: 3420.347168
	Iteration 38Q: 3 clusters Score -4777940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4777953.500000 Penalty: 3420.347168
	Iteration 39Q: 3 clusters Score -4777954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4777966.000000 Penalty: 3420.347168
	Iteration 40F: 3 clusters Score -4777966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4777974.000000 Penalty: 3420.347168
	Iteration 41Q: 3 clusters Score -4777974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4777983.000000 Penalty: 3420.347168
	Iteration 42Q: 3 clusters Score -4777983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4777986.000000 Penalty: 3420.347168
	Iteration 43Q: 3 clusters Score -4777986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4777996.500000 Penalty: 3420.347168
	Iteration 44Q: 3 clusters Score -4777996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4778000.500000 Penalty: 3420.347168
	Iteration 45Q: 3 clusters Score -4778000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -4777997.000000 Penalty: 3420.347168
	Iteration 46Q: 3 clusters Score -4777997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4778001.500000 Penalty: 3420.347168
	Iteration 47Q: 3 clusters Score -4778002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4778000.500000 Penalty: 3420.347168
	Iteration 48Q: 3 clusters Score -4778000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -4778006.500000 Penalty: 3420.347168
	Iteration 49Q: 3 clusters Score -4778006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4778009.000000 Penalty: 3420.347168
	Iteration 50Q: 3 clusters Score -4778009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4778019.500000 Penalty: 3420.347168
	Iteration 51Q: 3 clusters Score -4778020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4778018.500000 Penalty: 3420.347168
	Iteration 52Q: 3 clusters Score -4778018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4778027.000000 Penalty: 3420.347168
	Iteration 53Q: 3 clusters Score -4778027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4778031.000000 Penalty: 3420.347168
	Iteration 54Q: 3 clusters Score -4778031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4778036.500000 Penalty: 3420.347168
	Iteration 55Q: 3 clusters Score -4778036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -4778043.000000 Penalty: 3420.347168
	Iteration 56Q: 3 clusters Score -4778043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -4778042.000000 Penalty: 3420.347168
	Iteration 57Q: 3 clusters Score -4778042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4778040.000000 Penalty: 3420.347168
	Iteration 58Q: 3 clusters Score -4778040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4778038.000000 Penalty: 3420.347168
	Iteration 59Q: 3 clusters Score -4778038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4778043.500000 Penalty: 3420.347168
	Iteration 60F: 3 clusters Score -4778044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4778045.500000 Penalty: 3420.347168
	Iteration 61Q: 3 clusters Score -4778046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4778046.000000 Penalty: 3420.347168
	Iteration 62Q: 3 clusters Score -4778046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -4778049.500000 Penalty: 3420.347168
	Iteration 63Q: 3 clusters Score -4778050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -4778052.500000 Penalty: 3420.347168
	Iteration 64Q: 3 clusters Score -4778052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4778051.000000 Penalty: 3420.347168
	Iteration 65Q: 3 clusters Score -4778051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4778051.000000 Penalty: 3420.347168
	Iteration 66Q: 3 clusters Score -4778051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4778053.000000 Penalty: 3420.347168
	Iteration 67Q: 3 clusters Score -4778053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4778051.000000 Penalty: 3420.347168
	Iteration 68Q: 3 clusters Score -4778051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4778051.000000 Penalty: 3420.347168
	Iteration 69F: 3 clusters Score -4778051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -59795.859375 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -59795.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58650.054688 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -58650.05 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58821.566406 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -58821.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58881.359375 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -58881.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58916.074219 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -58916.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58933.132812 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -58933.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58943.613281 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -58943.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58948.031250 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -58948.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58953.835938 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -58953.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58958.703125 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -58958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58959.898438 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -58959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58959.898438 Penalty: 2058.892578
	Iteration 10F: 3 clusters Score -58959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -307441.593750 Penalty: 1267.193359
	Iteration 0F: 2 clusters Score -307441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305051.281250 Penalty: 2534.386719
	Iteration 0F: 3 clusters Score -305051.3 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -305581.281250 Penalty: 2534.386719
	Iteration 1F: 3 clusters Score -305581.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -305700.093750 Penalty: 2534.386719
	Iteration 2F: 3 clusters Score -305700.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -305760.187500 Penalty: 2534.386719
	Iteration 3Q: 3 clusters Score -305760.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -305799.468750 Penalty: 2534.386719
	Iteration 4Q: 3 clusters Score -305799.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -305825.625000 Penalty: 2534.386719
	Iteration 5Q: 3 clusters Score -305825.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -305845.312500 Penalty: 2534.386719
	Iteration 6Q: 3 clusters Score -305845.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -305863.281250 Penalty: 2534.386719
	Iteration 7Q: 3 clusters Score -305863.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -305874.375000 Penalty: 2534.386719
	Iteration 8Q: 3 clusters Score -305874.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -305885.031250 Penalty: 2534.386719
	Iteration 9Q: 3 clusters Score -305885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -305891.593750 Penalty: 2534.386719
	Iteration 10Q: 3 clusters Score -305891.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -305895.000000 Penalty: 2534.386719
	Iteration 11Q: 3 clusters Score -305895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -305898.812500 Penalty: 2534.386719
	Iteration 12Q: 3 clusters Score -305898.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -305902.531250 Penalty: 2534.386719
	Iteration 13Q: 3 clusters Score -305902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -305906.218750 Penalty: 2534.386719
	Iteration 14Q: 3 clusters Score -305906.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -305913.375000 Penalty: 2534.386719
	Iteration 15Q: 3 clusters Score -305913.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -305920.625000 Penalty: 2534.386719
	Iteration 16Q: 3 clusters Score -305920.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -305925.843750 Penalty: 2534.386719
	Iteration 17Q: 3 clusters Score -305925.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -305931.468750 Penalty: 2534.386719
	Iteration 18Q: 3 clusters Score -305931.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -305934.937500 Penalty: 2534.386719
	Iteration 19Q: 3 clusters Score -305934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -305939.781250 Penalty: 2534.386719
	Iteration 20F: 3 clusters Score -305939.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -305942.593750 Penalty: 2534.386719
	Iteration 21Q: 3 clusters Score -305942.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -305947.968750 Penalty: 2534.386719
	Iteration 22Q: 3 clusters Score -305948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -305953.562500 Penalty: 2534.386719
	Iteration 23Q: 3 clusters Score -305953.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -305959.312500 Penalty: 2534.386719
	Iteration 24Q: 3 clusters Score -305959.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -305965.500000 Penalty: 2534.386719
	Iteration 25Q: 3 clusters Score -305965.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -305971.343750 Penalty: 2534.386719
	Iteration 26Q: 3 clusters Score -305971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -305974.937500 Penalty: 2534.386719
	Iteration 27Q: 3 clusters Score -305974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -305980.750000 Penalty: 2534.386719
	Iteration 28Q: 3 clusters Score -305980.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -305985.718750 Penalty: 2534.386719
	Iteration 29Q: 3 clusters Score -305985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -305989.156250 Penalty: 2534.386719
	Iteration 30Q: 3 clusters Score -305989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -305991.250000 Penalty: 2534.386719
	Iteration 31Q: 3 clusters Score -305991.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -305994.281250 Penalty: 2534.386719
	Iteration 32Q: 3 clusters Score -305994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -305997.406250 Penalty: 2534.386719
	Iteration 33Q: 3 clusters Score -305997.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -306003.593750 Penalty: 2534.386719
	Iteration 34Q: 3 clusters Score -306003.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -306010.937500 Penalty: 2534.386719
	Iteration 35Q: 3 clusters Score -306010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -306018.093750 Penalty: 2534.386719
	Iteration 36Q: 3 clusters Score -306018.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -306027.031250 Penalty: 2534.386719
	Iteration 37Q: 3 clusters Score -306027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -306034.343750 Penalty: 2534.386719
	Iteration 38Q: 3 clusters Score -306034.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -306042.812500 Penalty: 2534.386719
	Iteration 39Q: 3 clusters Score -306042.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -306053.406250 Penalty: 2534.386719
	Iteration 40F: 3 clusters Score -306053.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -306062.968750 Penalty: 2534.386719
	Iteration 41Q: 3 clusters Score -306063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -306069.968750 Penalty: 2534.386719
	Iteration 42Q: 3 clusters Score -306070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -306077.000000 Penalty: 2534.386719
	Iteration 43Q: 3 clusters Score -306077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -306087.968750 Penalty: 2534.386719
	Iteration 44Q: 3 clusters Score -306088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -306095.937500 Penalty: 2534.386719
	Iteration 45Q: 3 clusters Score -306095.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -306113.250000 Penalty: 2534.386719
	Iteration 46Q: 3 clusters Score -306113.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -306139.218750 Penalty: 2534.386719
	Iteration 47Q: 3 clusters Score -306139.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -306156.343750 Penalty: 2534.386719
	Iteration 48Q: 3 clusters Score -306156.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -306177.531250 Penalty: 2534.386719
	Iteration 49Q: 3 clusters Score -306177.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -306198.687500 Penalty: 2534.386719
	Iteration 50Q: 3 clusters Score -306198.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -306214.906250 Penalty: 2534.386719
	Iteration 51Q: 3 clusters Score -306214.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -306224.375000 Penalty: 2534.386719
	Iteration 52Q: 3 clusters Score -306224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -306227.437500 Penalty: 2534.386719
	Iteration 53Q: 3 clusters Score -306227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -306230.468750 Penalty: 2534.386719
	Iteration 54Q: 3 clusters Score -306230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -306235.718750 Penalty: 2534.386719
	Iteration 55Q: 3 clusters Score -306235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -306238.718750 Penalty: 2534.386719
	Iteration 56Q: 3 clusters Score -306238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -306241.656250 Penalty: 2534.386719
	Iteration 57Q: 3 clusters Score -306241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -306242.812500 Penalty: 2534.386719
	Iteration 58Q: 3 clusters Score -306242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -306245.656250 Penalty: 2534.386719
	Iteration 59Q: 3 clusters Score -306245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -306248.406250 Penalty: 2534.386719
	Iteration 60F: 3 clusters Score -306248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -306249.781250 Penalty: 2534.386719
	Iteration 61Q: 3 clusters Score -306249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -306253.937500 Penalty: 2534.386719
	Iteration 62Q: 3 clusters Score -306253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -306257.562500 Penalty: 2534.386719
	Iteration 63Q: 3 clusters Score -306257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -306261.437500 Penalty: 2534.386719
	Iteration 64Q: 3 clusters Score -306261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -306268.343750 Penalty: 2534.386719
	Iteration 65Q: 3 clusters Score -306268.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -306276.968750 Penalty: 2534.386719
	Iteration 66Q: 3 clusters Score -306277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -306281.375000 Penalty: 2534.386719
	Iteration 67Q: 3 clusters Score -306281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -306282.781250 Penalty: 2534.386719
	Iteration 68Q: 3 clusters Score -306282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -306284.781250 Penalty: 2534.386719
	Iteration 69Q: 3 clusters Score -306284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -306284.937500 Penalty: 2534.386719
	Iteration 70Q: 3 clusters Score -306284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -306284.937500 Penalty: 2534.386719
	Iteration 71F: 3 clusters Score -306284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -32110.830078 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -32110.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31348.388672 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -31348.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31568.062500 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -31568.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31618.966797 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -31618.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31657.191406 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -31657.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31666.314453 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -31666.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31670.181641 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -31670.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31674.371094 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -31674.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31678.046875 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -31678.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31678.046875 Penalty: 1876.729248
	Iteration 8F: 3 clusters Score -31678.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -243034.765625 Penalty: 1233.513550
	Iteration 0F: 2 clusters Score -243034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -240989.375000 Penalty: 2467.027100
	Iteration 0F: 3 clusters Score -240989.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241439.515625 Penalty: 2467.027100
	Iteration 1F: 3 clusters Score -241439.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241571.765625 Penalty: 2467.027100
	Iteration 2F: 3 clusters Score -241571.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -241672.406250 Penalty: 2467.027100
	Iteration 3Q: 3 clusters Score -241672.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241779.265625 Penalty: 2467.027100
	Iteration 4Q: 3 clusters Score -241779.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -241878.015625 Penalty: 2467.027100
	Iteration 5Q: 3 clusters Score -241878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -241955.890625 Penalty: 2467.027100
	Iteration 6Q: 3 clusters Score -241955.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -242022.984375 Penalty: 2467.027100
	Iteration 7Q: 3 clusters Score -242023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -242085.281250 Penalty: 2467.027100
	Iteration 8Q: 3 clusters Score -242085.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -242128.875000 Penalty: 2467.027100
	Iteration 9Q: 3 clusters Score -242128.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -242162.843750 Penalty: 2467.027100
	Iteration 10Q: 3 clusters Score -242162.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -242192.140625 Penalty: 2467.027100
	Iteration 11Q: 3 clusters Score -242192.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -242213.437500 Penalty: 2467.027100
	Iteration 12Q: 3 clusters Score -242213.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -242227.093750 Penalty: 2467.027100
	Iteration 13Q: 3 clusters Score -242227.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -242239.500000 Penalty: 2467.027100
	Iteration 14Q: 3 clusters Score -242239.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -242248.140625 Penalty: 2467.027100
	Iteration 15Q: 3 clusters Score -242248.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -242260.359375 Penalty: 2467.027100
	Iteration 16Q: 3 clusters Score -242260.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -242272.375000 Penalty: 2467.027100
	Iteration 17Q: 3 clusters Score -242272.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -242290.609375 Penalty: 2467.027100
	Iteration 18Q: 3 clusters Score -242290.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -242304.031250 Penalty: 2467.027100
	Iteration 19Q: 3 clusters Score -242304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -242313.921875 Penalty: 2467.027100
	Iteration 20F: 3 clusters Score -242313.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -242318.390625 Penalty: 2467.027100
	Iteration 21Q: 3 clusters Score -242318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -242321.593750 Penalty: 2467.027100
	Iteration 22Q: 3 clusters Score -242321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -242326.859375 Penalty: 2467.027100
	Iteration 23Q: 3 clusters Score -242326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -242331.546875 Penalty: 2467.027100
	Iteration 24Q: 3 clusters Score -242331.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -242337.828125 Penalty: 2467.027100
	Iteration 25Q: 3 clusters Score -242337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -242342.593750 Penalty: 2467.027100
	Iteration 26Q: 3 clusters Score -242342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -242344.531250 Penalty: 2467.027100
	Iteration 27Q: 3 clusters Score -242344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -242347.937500 Penalty: 2467.027100
	Iteration 28Q: 3 clusters Score -242347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -242352.687500 Penalty: 2467.027100
	Iteration 29Q: 3 clusters Score -242352.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -242359.562500 Penalty: 2467.027100
	Iteration 30Q: 3 clusters Score -242359.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -242364.125000 Penalty: 2467.027100
	Iteration 31Q: 3 clusters Score -242364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -242367.671875 Penalty: 2467.027100
	Iteration 32Q: 3 clusters Score -242367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -242370.187500 Penalty: 2467.027100
	Iteration 33Q: 3 clusters Score -242370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -242372.968750 Penalty: 2467.027100
	Iteration 34Q: 3 clusters Score -242373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -242375.718750 Penalty: 2467.027100
	Iteration 35Q: 3 clusters Score -242375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -242377.437500 Penalty: 2467.027100
	Iteration 36Q: 3 clusters Score -242377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -242377.781250 Penalty: 2467.027100
	Iteration 37Q: 3 clusters Score -242377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -242377.953125 Penalty: 2467.027100
	Iteration 38Q: 3 clusters Score -242378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -242377.953125 Penalty: 2467.027100
	Iteration 39F: 3 clusters Score -242378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -52635.750000 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -52635.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51718.171875 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -51718.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51802.117188 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -51802.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51827.527344 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -51827.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51833.601562 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -51833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51841.085938 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -51841.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51841.085938 Penalty: 1881.737183
	Iteration 5F: 3 clusters Score -51841.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26038.460938 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -26038.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25233.888672 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -25233.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25358.416016 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -25358.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25425.562500 Penalty: 1838.197388
	Iteration 2F: 3 clusters Score -25425.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25442.882812 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -25442.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25452.048828 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -25452.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25460.791016 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -25460.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25462.865234 Penalty: 1838.197388
	Iteration 6Q: 3 clusters Score -25462.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25462.865234 Penalty: 1838.197388
	Iteration 7F: 3 clusters Score -25462.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Entering Unmasked Estep 
Score: -9299491.000000 Penalty: 1820.280884
	Iteration 0F: 2 clusters Score -9299491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -9250302.000000 Penalty: 3640.561768
	Iteration 0F: 3 clusters Score -9250302 nChanged 35003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -9270403.000000 Penalty: 3640.561768
	Iteration 1F: 3 clusters Score -9270403 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -9271135.000000 Penalty: 3640.561768
	Iteration 2Q: 3 clusters Score -9271135 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -9272177.000000 Penalty: 3640.561768
	Iteration 3Q: 3 clusters Score -9272177 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -9273650.000000 Penalty: 3640.561768
	Iteration 4Q: 3 clusters Score -9273650 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -9276128.000000 Penalty: 3640.561768
	Iteration 5F: 3 clusters Score -9276128 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -9279609.000000 Penalty: 3640.561768
	Iteration 6F: 3 clusters Score -9279609 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -9283972.000000 Penalty: 3640.561768
	Iteration 7F: 3 clusters Score -9283972 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -9288041.000000 Penalty: 3640.561768
	Iteration 8F: 3 clusters Score -9288041 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -9291289.000000 Penalty: 3640.561768
	Iteration 9F: 3 clusters Score -9291289 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -9293420.000000 Penalty: 3640.561768
	Iteration 10Q: 3 clusters Score -9293420 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -9294606.000000 Penalty: 3640.561768
	Iteration 11Q: 3 clusters Score -9294606 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -9295264.000000 Penalty: 3640.561768
	Iteration 12Q: 3 clusters Score -9295264 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -9295622.000000 Penalty: 3640.561768
	Iteration 13Q: 3 clusters Score -9295622 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -9295834.000000 Penalty: 3640.561768
	Iteration 14Q: 3 clusters Score -9295834 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -9296031.000000 Penalty: 3640.561768
	Iteration 15Q: 3 clusters Score -9296031 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -9296183.000000 Penalty: 3640.561768
	Iteration 16Q: 3 clusters Score -9296183 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -9296284.000000 Penalty: 3640.561768
	Iteration 17Q: 3 clusters Score -9296284 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -9296388.000000 Penalty: 3640.561768
	Iteration 18Q: 3 clusters Score -9296388 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -9296438.000000 Penalty: 3640.561768
	Iteration 19Q: 3 clusters Score -9296438 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -9296472.000000 Penalty: 3640.561768
	Iteration 20F: 3 clusters Score -9296472 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -9296540.000000 Penalty: 3640.561768
	Iteration 21Q: 3 clusters Score -9296540 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -9296579.000000 Penalty: 3640.561768
	Iteration 22Q: 3 clusters Score -9296579 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -9296624.000000 Penalty: 3640.561768
	Iteration 23Q: 3 clusters Score -9296624 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -9296692.000000 Penalty: 3640.561768
	Iteration 24Q: 3 clusters Score -9296692 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -9296727.000000 Penalty: 3640.561768
	Iteration 25Q: 3 clusters Score -9296727 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -9296797.000000 Penalty: 3640.561768
	Iteration 26Q: 3 clusters Score -9296797 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -9296850.000000 Penalty: 3640.561768
	Iteration 27Q: 3 clusters Score -9296850 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -9296876.000000 Penalty: 3640.561768
	Iteration 28Q: 3 clusters Score -9296876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -9296927.000000 Penalty: 3640.561768
	Iteration 29Q: 3 clusters Score -9296927 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -9296982.000000 Penalty: 3640.561768
	Iteration 30Q: 3 clusters Score -9296982 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -9297036.000000 Penalty: 3640.561768
	Iteration 31Q: 3 clusters Score -9297036 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -9297094.000000 Penalty: 3640.561768
	Iteration 32Q: 3 clusters Score -9297094 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -9297130.000000 Penalty: 3640.561768
	Iteration 33Q: 3 clusters Score -9297130 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -9297188.000000 Penalty: 3640.561768
	Iteration 34Q: 3 clusters Score -9297188 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -9297201.000000 Penalty: 3640.561768
	Iteration 35Q: 3 clusters Score -9297201 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -9297238.000000 Penalty: 3640.561768
	Iteration 36Q: 3 clusters Score -9297238 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -9297281.000000 Penalty: 3640.561768
	Iteration 37Q: 3 clusters Score -9297281 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -9297337.000000 Penalty: 3640.561768
	Iteration 38Q: 3 clusters Score -9297337 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -9297357.000000 Penalty: 3640.561768
	Iteration 39Q: 3 clusters Score -9297357 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -9297397.000000 Penalty: 3640.561768
	Iteration 40F: 3 clusters Score -9297397 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -9297450.000000 Penalty: 3640.561768
	Iteration 41Q: 3 clusters Score -9297450 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -9297473.000000 Penalty: 3640.561768
	Iteration 42Q: 3 clusters Score -9297473 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -9297501.000000 Penalty: 3640.561768
	Iteration 43Q: 3 clusters Score -9297501 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -9297543.000000 Penalty: 3640.561768
	Iteration 44Q: 3 clusters Score -9297543 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -9297605.000000 Penalty: 3640.561768
	Iteration 45Q: 3 clusters Score -9297605 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -9297665.000000 Penalty: 3640.561768
	Iteration 46Q: 3 clusters Score -9297665 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -9297708.000000 Penalty: 3640.561768
	Iteration 47Q: 3 clusters Score -9297708 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -9297782.000000 Penalty: 3640.561768
	Iteration 48Q: 3 clusters Score -9297782 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -9297829.000000 Penalty: 3640.561768
	Iteration 49Q: 3 clusters Score -9297829 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -9297889.000000 Penalty: 3640.561768
	Iteration 50Q: 3 clusters Score -9297889 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -9297907.000000 Penalty: 3640.561768
	Iteration 51Q: 3 clusters Score -9297907 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -9297956.000000 Penalty: 3640.561768
	Iteration 52Q: 3 clusters Score -9297956 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -9297983.000000 Penalty: 3640.561768
	Iteration 53Q: 3 clusters Score -9297983 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -9297996.000000 Penalty: 3640.561768
	Iteration 54Q: 3 clusters Score -9297996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -9298014.000000 Penalty: 3640.561768
	Iteration 55Q: 3 clusters Score -9298014 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -9298061.000000 Penalty: 3640.561768
	Iteration 56Q: 3 clusters Score -9298061 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -9298067.000000 Penalty: 3640.561768
	Iteration 57Q: 3 clusters Score -9298067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -9298097.000000 Penalty: 3640.561768
	Iteration 58Q: 3 clusters Score -9298097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -9298114.000000 Penalty: 3640.561768
	Iteration 59Q: 3 clusters Score -9298114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -9298106.000000 Penalty: 3640.561768
	Iteration 60F: 3 clusters Score -9298106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -9298115.000000 Penalty: 3640.561768
	Iteration 61Q: 3 clusters Score -9298115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -9298134.000000 Penalty: 3640.561768
	Iteration 62Q: 3 clusters Score -9298134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -9298141.000000 Penalty: 3640.561768
	Iteration 63Q: 3 clusters Score -9298141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -9298153.000000 Penalty: 3640.561768
	Iteration 64Q: 3 clusters Score -9298153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -9298147.000000 Penalty: 3640.561768
	Iteration 65Q: 3 clusters Score -9298147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -9298165.000000 Penalty: 3640.561768
	Iteration 66Q: 3 clusters Score -9298165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -9298165.000000 Penalty: 3640.561768
	Iteration 67Q: 3 clusters Score -9298165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -9298156.000000 Penalty: 3640.561768
	Iteration 68Q: 3 clusters Score -9298156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -9298147.000000 Penalty: 3640.561768
	Iteration 69Q: 3 clusters Score -9298147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -9298170.000000 Penalty: 3640.561768
	Iteration 70Q: 3 clusters Score -9298170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -9298170.000000 Penalty: 3640.561768
	Iteration 71Q: 3 clusters Score -9298170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -9298171.000000 Penalty: 3640.561768
	Iteration 72Q: 3 clusters Score -9298171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -9298185.000000 Penalty: 3640.561768
	Iteration 73Q: 3 clusters Score -9298185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -9298193.000000 Penalty: 3640.561768
	Iteration 74Q: 3 clusters Score -9298193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -9298194.000000 Penalty: 3640.561768
	Iteration 75Q: 3 clusters Score -9298194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -9298194.000000 Penalty: 3640.561768
	Iteration 76Q: 3 clusters Score -9298194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -9298210.000000 Penalty: 3640.561768
	Iteration 77Q: 3 clusters Score -9298210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -9298206.000000 Penalty: 3640.561768
	Iteration 78Q: 3 clusters Score -9298206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -9298225.000000 Penalty: 3640.561768
	Iteration 79Q: 3 clusters Score -9298225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -9298221.000000 Penalty: 3640.561768
	Iteration 80F: 3 clusters Score -9298221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -9298220.000000 Penalty: 3640.561768
	Iteration 81Q: 3 clusters Score -9298220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -9298241.000000 Penalty: 3640.561768
	Iteration 82Q: 3 clusters Score -9298241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -9298233.000000 Penalty: 3640.561768
	Iteration 83Q: 3 clusters Score -9298233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -9298227.000000 Penalty: 3640.561768
	Iteration 84Q: 3 clusters Score -9298227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -9298235.000000 Penalty: 3640.561768
	Iteration 85Q: 3 clusters Score -9298235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -9298248.000000 Penalty: 3640.561768
	Iteration 86Q: 3 clusters Score -9298248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -9298250.000000 Penalty: 3640.561768
	Iteration 87Q: 3 clusters Score -9298250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -9298257.000000 Penalty: 3640.561768
	Iteration 88Q: 3 clusters Score -9298257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -9298253.000000 Penalty: 3640.561768
	Iteration 89Q: 3 clusters Score -9298253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -9298254.000000 Penalty: 3640.561768
	Iteration 90Q: 3 clusters Score -9298254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -9298253.000000 Penalty: 3640.561768
	Iteration 91Q: 3 clusters Score -9298253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -9298259.000000 Penalty: 3640.561768
	Iteration 92Q: 3 clusters Score -9298259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -9298253.000000 Penalty: 3640.561768
	Iteration 93Q: 3 clusters Score -9298253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -9298254.000000 Penalty: 3640.561768
	Iteration 94Q: 3 clusters Score -9298254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -9298245.000000 Penalty: 3640.561768
	Iteration 95Q: 3 clusters Score -9298245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -9298247.000000 Penalty: 3640.561768
	Iteration 96Q: 3 clusters Score -9298247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -9298248.000000 Penalty: 3640.561768
	Iteration 97Q: 3 clusters Score -9298248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -9298256.000000 Penalty: 3640.561768
	Iteration 98Q: 3 clusters Score -9298256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -9298257.000000 Penalty: 3640.561768
	Iteration 99Q: 3 clusters Score -9298257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -9298257.000000 Penalty: 3640.561768
	Iteration 100F: 3 clusters Score -9298257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -9298261.000000 Penalty: 3640.561768
	Iteration 101Q: 3 clusters Score -9298261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
Score: -9298253.000000 Penalty: 3640.561768
	Iteration 102Q: 3 clusters Score -9298253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -9298258.000000 Penalty: 3640.561768
	Iteration 103Q: 3 clusters Score -9298258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -9298262.000000 Penalty: 3640.561768
	Iteration 104Q: 3 clusters Score -9298262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -9298258.000000 Penalty: 3640.561768
	Iteration 105Q: 3 clusters Score -9298258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -9298256.000000 Penalty: 3640.561768
	Iteration 106Q: 3 clusters Score -9298256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -9298250.000000 Penalty: 3640.561768
	Iteration 107Q: 3 clusters Score -9298250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -9298247.000000 Penalty: 3640.561768
	Iteration 108Q: 3 clusters Score -9298247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -9298252.000000 Penalty: 3640.561768
	Iteration 109Q: 3 clusters Score -9298252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -9298255.000000 Penalty: 3640.561768
	Iteration 110Q: 3 clusters Score -9298255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -9298253.000000 Penalty: 3640.561768
	Iteration 111Q: 3 clusters Score -9298253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -9298253.000000 Penalty: 3640.561768
	Iteration 112Q: 3 clusters Score -9298253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -9298261.000000 Penalty: 3640.561768
	Iteration 113Q: 3 clusters Score -9298261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -9298261.000000 Penalty: 3640.561768
	Iteration 114F: 3 clusters Score -9298261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102420 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 106423 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112607 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37203 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822824.000000 Penalty: 40969.332031
Iteration 239Q: 20 clusters Score -7.282282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102406 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 106423 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110260 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112606 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 37216 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822848.000000 Penalty: 40969.332031
Iteration 240F: 20 clusters Score -7.282285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102394 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 106424 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110261 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112606 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 37225 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822864.000000 Penalty: 40969.332031
Iteration 241Q: 20 clusters Score -7.282286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102382 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106424 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110259 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112608 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 37239 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822872.000000 Penalty: 40969.332031
Iteration 242Q: 20 clusters Score -7.282287e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106424 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110251 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112607 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 37264 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822912.000000 Penalty: 40969.332031
Iteration 243Q: 20 clusters Score -7.282291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102362 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106424 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110249 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112601 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37281 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822872.000000 Penalty: 40969.332031
Iteration 244Q: 20 clusters Score -7.282287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102358 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106425 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 110250 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112597 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37287 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822888.000000 Penalty: 40969.332031
Iteration 245Q: 20 clusters Score -7.282289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102355 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106425 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 110246 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112596 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37297 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822888.000000 Penalty: 40969.332031
Iteration 246Q: 20 clusters Score -7.282289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102348 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106425 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 110243 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112594 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37308 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822880.000000 Penalty: 40969.332031
Iteration 247Q: 20 clusters Score -7.282288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102339 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106425 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 110243 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112594 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37322 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822880.000000 Penalty: 40969.332031
Iteration 248Q: 20 clusters Score -7.282288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102331 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106424 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 110242 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112591 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37338 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822848.000000 Penalty: 40969.332031
Iteration 249Q: 20 clusters Score -7.282285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102329 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15187 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106424 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 110239 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112587 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37353 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822848.000000 Penalty: 40969.332031
Iteration 250Q: 20 clusters Score -7.282285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102326 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15188 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106424 members 
Mstep: Class 7 contains 9783 members 
Mstep: Class 8 contains 110236 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112582 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37366 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822864.000000 Penalty: 40969.332031
Iteration 251Q: 20 clusters Score -7.282286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102325 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15190 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106425 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 110235 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112574 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37375 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 20 clusters Score -7.28229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102326 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15189 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106425 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 110232 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112572 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 37380 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822872.000000 Penalty: 40969.332031
Iteration 253Q: 20 clusters Score -7.282287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102326 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15188 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106425 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 110235 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112571 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37382 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1982 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822848.000000 Penalty: 40969.332031
Iteration 254Q: 20 clusters Score -7.282285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102324 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106425 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 110241 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112568 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37387 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822864.000000 Penalty: 40969.332031
Iteration 255Q: 20 clusters Score -7.282286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102322 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106425 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 110243 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112566 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37391 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822880.000000 Penalty: 40969.332031
Iteration 256Q: 20 clusters Score -7.282288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102317 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15181 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106427 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110247 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112565 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37393 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73216 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 20 clusters Score -7.282285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102313 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15176 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106427 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110251 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112564 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37395 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73216 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 20 clusters Score -7.282286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102311 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15170 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106427 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110253 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112564 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37396 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822808.000000 Penalty: 40969.332031
Iteration 259Q: 20 clusters Score -7.282281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102307 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15168 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106427 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110253 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112567 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37395 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822864.000000 Penalty: 40969.332031
Iteration 260F: 20 clusters Score -7.282286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102304 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106427 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110255 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112569 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37395 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822824.000000 Penalty: 40969.332031
Iteration 261Q: 20 clusters Score -7.282282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102302 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106427 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112570 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37396 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822856.000000 Penalty: 40969.332031
Iteration 262Q: 20 clusters Score -7.282286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102301 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 106427 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110255 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112570 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37397 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822848.000000 Penalty: 40969.332031
Iteration 263Q: 20 clusters Score -7.282285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102301 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106427 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110255 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112573 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37396 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822832.000000 Penalty: 40969.332031
Iteration 264Q: 20 clusters Score -7.282283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102300 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106428 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112573 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37395 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822848.000000 Penalty: 40969.332031
Iteration 265Q: 20 clusters Score -7.282285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102300 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106428 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112574 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37394 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822864.000000 Penalty: 40969.332031
Iteration 266Q: 20 clusters Score -7.282286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102300 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106428 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112574 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37394 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72822864.000000 Penalty: 40969.332031
Iteration 267F: 20 clusters Score -7.282286e+07 nChanged 0
Entering ConstructFrom: 
Score: -72822864.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -11027.973633 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -11027.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10306.166992 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -10306.17 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10810.610352 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -10810.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11041.302734 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -11041.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11203.898438 Penalty: 1870.616211
	Iteration 3F: 3 clusters Score -11203.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11355.948242 Penalty: 1870.616211
	Iteration 4F: 3 clusters Score -11355.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11387.340820 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -11387.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11393.727539 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -11393.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11397.147461 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -11397.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11415.014648 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -11415.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11452.060547 Penalty: 1870.616211
	Iteration 9Q: 3 clusters Score -11452.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11455.391602 Penalty: 1870.616211
	Iteration 10Q: 3 clusters Score -11455.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11458.544922 Penalty: 1870.616211
	Iteration 11Q: 3 clusters Score -11458.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11458.845703 Penalty: 1870.616211
	Iteration 12Q: 3 clusters Score -11458.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11458.845703 Penalty: 1870.616211
	Iteration 13F: 3 clusters Score -11458.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 102300 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106428 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 112574 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37394 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 163 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73214 members 
Entering Unmasked Estep 
Score: -72822072.000000 Penalty: 43125.609375
Splitting cluster 1 changes total score from -72822864.000000 to -72822072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (102300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Entering Unmasked Estep 
Score: -13056099.000000 Penalty: 1874.545532
	Iteration 0F: 2 clusters Score -1.30561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -12989791.000000 Penalty: 3749.091064
	Iteration 0F: 3 clusters Score -1.298979e+07 nChanged 48925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -13018530.000000 Penalty: 3749.091064
	Iteration 1F: 3 clusters Score -1.301853e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -13019474.000000 Penalty: 3749.091064
	Iteration 2Q: 3 clusters Score -1.301947e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -13020791.000000 Penalty: 3749.091064
	Iteration 3Q: 3 clusters Score -1.302079e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -13022595.000000 Penalty: 3749.091064
	Iteration 4Q: 3 clusters Score -1.30226e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -13025047.000000 Penalty: 3749.091064
	Iteration 5Q: 3 clusters Score -1.302505e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -13028661.000000 Penalty: 3749.091064
	Iteration 6F: 3 clusters Score -1.302866e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -13033324.000000 Penalty: 3749.091064
	Iteration 7F: 3 clusters Score -1.303332e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -13038182.000000 Penalty: 3749.091064
	Iteration 8F: 3 clusters Score -1.303818e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -13042038.000000 Penalty: 3749.091064
	Iteration 9F: 3 clusters Score -1.304204e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -13044571.000000 Penalty: 3749.091064
	Iteration 10Q: 3 clusters Score -1.304457e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -13046207.000000 Penalty: 3749.091064
	Iteration 11Q: 3 clusters Score -1.304621e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -13047248.000000 Penalty: 3749.091064
	Iteration 12Q: 3 clusters Score -1.304725e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -13048139.000000 Penalty: 3749.091064
	Iteration 13Q: 3 clusters Score -1.304814e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -13048791.000000 Penalty: 3749.091064
	Iteration 14Q: 3 clusters Score -1.304879e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -13049505.000000 Penalty: 3749.091064
	Iteration 15Q: 3 clusters Score -1.30495e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -13050413.000000 Penalty: 3749.091064
	Iteration 16Q: 3 clusters Score -1.305041e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -13051246.000000 Penalty: 3749.091064
	Iteration 17Q: 3 clusters Score -1.305125e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -13052036.000000 Penalty: 3749.091064
	Iteration 18Q: 3 clusters Score -1.305204e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -13052630.000000 Penalty: 3749.091064
	Iteration 19Q: 3 clusters Score -1.305263e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -13053256.000000 Penalty: 3749.091064
	Iteration 20F: 3 clusters Score -1.305326e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -13053741.000000 Penalty: 3749.091064
	Iteration 21Q: 3 clusters Score -1.305374e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 98949 members 
Entering Unmasked Estep 
Score: -13054027.000000 Penalty: 3749.091064
	Iteration 22Q: 3 clusters Score -1.305403e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -13054304.000000 Penalty: 3749.091064
	Iteration 23Q: 3 clusters Score -1.30543e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -13054478.000000 Penalty: 3749.091064
	Iteration 24Q: 3 clusters Score -1.305448e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -13054608.000000 Penalty: 3749.091064
	Iteration 25Q: 3 clusters Score -1.305461e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 100572 members 
Entering Unmasked Estep 
Score: -13054654.000000 Penalty: 3749.091064
	Iteration 26Q: 3 clusters Score -1.305465e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -13054695.000000 Penalty: 3749.091064
	Iteration 27Q: 3 clusters Score -1.30547e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -13054727.000000 Penalty: 3749.091064
	Iteration 28Q: 3 clusters Score -1.305473e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -13054775.000000 Penalty: 3749.091064
	Iteration 29Q: 3 clusters Score -1.305478e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 101117 members 
Entering Unmasked Estep 
Score: -13054792.000000 Penalty: 3749.091064
	Iteration 30Q: 3 clusters Score -1.305479e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -13054794.000000 Penalty: 3749.091064
	Iteration 31Q: 3 clusters Score -1.305479e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -13054796.000000 Penalty: 3749.091064
	Iteration 32Q: 3 clusters Score -1.30548e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -13054832.000000 Penalty: 3749.091064
	Iteration 33Q: 3 clusters Score -1.305483e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 101318 members 
Entering Unmasked Estep 
Score: -13054850.000000 Penalty: 3749.091064
	Iteration 34Q: 3 clusters Score -1.305485e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -13054843.000000 Penalty: 3749.091064
	Iteration 35Q: 3 clusters Score -1.305484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 101377 members 
Entering Unmasked Estep 
Score: -13054840.000000 Penalty: 3749.091064
	Iteration 36Q: 3 clusters Score -1.305484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -13054844.000000 Penalty: 3749.091064
	Iteration 37Q: 3 clusters Score -1.305484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -13054851.000000 Penalty: 3749.091064
	Iteration 38Q: 3 clusters Score -1.305485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -13054852.000000 Penalty: 3749.091064
	Iteration 39Q: 3 clusters Score -1.305485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -13054857.000000 Penalty: 3749.091064
	Iteration 40F: 3 clusters Score -1.305486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -13054852.000000 Penalty: 3749.091064
	Iteration 41Q: 3 clusters Score -1.305485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -13054849.000000 Penalty: 3749.091064
	Iteration 42Q: 3 clusters Score -1.305485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -13054854.000000 Penalty: 3749.091064
	Iteration 43Q: 3 clusters Score -1.305485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -13054851.000000 Penalty: 3749.091064
	Iteration 44Q: 3 clusters Score -1.305485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -13054853.000000 Penalty: 3749.091064
	Iteration 45Q: 3 clusters Score -1.305485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -13054851.000000 Penalty: 3749.091064
	Iteration 46Q: 3 clusters Score -1.305485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 101533 members 
Entering Unmasked Estep 
Score: -13054853.000000 Penalty: 3749.091064
	Iteration 47Q: 3 clusters Score -1.305485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -13054844.000000 Penalty: 3749.091064
	Iteration 48Q: 3 clusters Score -1.305484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -13054855.000000 Penalty: 3749.091064
	Iteration 49Q: 3 clusters Score -1.305486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -13054851.000000 Penalty: 3749.091064
	Iteration 50Q: 3 clusters Score -1.305485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -13054841.000000 Penalty: 3749.091064
	Iteration 51Q: 3 clusters Score -1.305484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -13054850.000000 Penalty: 3749.091064
	Iteration 52Q: 3 clusters Score -1.305485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -13054848.000000 Penalty: 3749.091064
	Iteration 53Q: 3 clusters Score -1.305485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -13054857.000000 Penalty: 3749.091064
	Iteration 54Q: 3 clusters Score -1.305486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -13054853.000000 Penalty: 3749.091064
	Iteration 55Q: 3 clusters Score -1.305485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 101573 members 
Entering Unmasked Estep 
Score: -13054836.000000 Penalty: 3749.091064
	Iteration 56Q: 3 clusters Score -1.305484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -13054845.000000 Penalty: 3749.091064
	Iteration 57Q: 3 clusters Score -1.305484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 101579 members 
Entering Unmasked Estep 
Score: -13054842.000000 Penalty: 3749.091064
	Iteration 58Q: 3 clusters Score -1.305484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 101579 members 
Entering Unmasked Estep 
Score: -13054842.000000 Penalty: 3749.091064
	Iteration 59F: 3 clusters Score -1.305484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -38810.777344 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -38810.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37905.906250 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -37905.91 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38100.761719 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -38100.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38189.031250 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -38189.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38219.753906 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -38219.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38230.496094 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -38230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38254.015625 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -38254.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38260.683594 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -38260.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38283.429688 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -38283.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38288.703125 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -38288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38304.312500 Penalty: 1901.030518
	Iteration 9Q: 3 clusters Score -38304.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38323.773438 Penalty: 1901.030518
	Iteration 10Q: 3 clusters Score -38323.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38364.742188 Penalty: 1901.030518
	Iteration 11Q: 3 clusters Score -38364.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38391.191406 Penalty: 1901.030518
	Iteration 12Q: 3 clusters Score -38391.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38402.179688 Penalty: 1901.030518
	Iteration 13Q: 3 clusters Score -38402.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38419.316406 Penalty: 1901.030518
	Iteration 14Q: 3 clusters Score -38419.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38453.601562 Penalty: 1901.030518
	Iteration 15Q: 3 clusters Score -38453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38474.500000 Penalty: 1901.030518
	Iteration 16Q: 3 clusters Score -38474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38491.964844 Penalty: 1901.030518
	Iteration 17Q: 3 clusters Score -38491.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38492.554688 Penalty: 1901.030518
	Iteration 18Q: 3 clusters Score -38492.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38495.148438 Penalty: 1901.030518
	Iteration 19Q: 3 clusters Score -38495.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38495.148438 Penalty: 1901.030518
	Iteration 20F: 3 clusters Score -38495.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Entering Unmasked Estep 
Score: -1901967.875000 Penalty: 1564.281738
	Iteration 0F: 2 clusters Score -1901968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1891495.250000 Penalty: 3128.563477
	Iteration 0F: 3 clusters Score -1891495 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1894969.500000 Penalty: 3128.563477
	Iteration 1F: 3 clusters Score -1894970 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1895199.000000 Penalty: 3128.563477
	Iteration 2Q: 3 clusters Score -1895199 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1895419.250000 Penalty: 3128.563477
	Iteration 3Q: 3 clusters Score -1895419 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1895631.625000 Penalty: 3128.563477
	Iteration 4Q: 3 clusters Score -1895632 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1895818.750000 Penalty: 3128.563477
	Iteration 5Q: 3 clusters Score -1895819 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1896013.500000 Penalty: 3128.563477
	Iteration 6Q: 3 clusters Score -1896014 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1896203.875000 Penalty: 3128.563477
	Iteration 7Q: 3 clusters Score -1896204 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1896438.375000 Penalty: 3128.563477
	Iteration 8Q: 3 clusters Score -1896438 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1896685.625000 Penalty: 3128.563477
	Iteration 9Q: 3 clusters Score -1896686 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1896995.875000 Penalty: 3128.563477
	Iteration 10Q: 3 clusters Score -1896996 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1897356.625000 Penalty: 3128.563477
	Iteration 11Q: 3 clusters Score -1897357 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1897785.000000 Penalty: 3128.563477
	Iteration 12Q: 3 clusters Score -1897785 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1898226.250000 Penalty: 3128.563477
	Iteration 13Q: 3 clusters Score -1898226 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1898569.625000 Penalty: 3128.563477
	Iteration 14Q: 3 clusters Score -1898570 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1898790.375000 Penalty: 3128.563477
	Iteration 15Q: 3 clusters Score -1898790 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1898939.875000 Penalty: 3128.563477
	Iteration 16Q: 3 clusters Score -1898940 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1899069.375000 Penalty: 3128.563477
	Iteration 17Q: 3 clusters Score -1899069 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1899189.625000 Penalty: 3128.563477
	Iteration 18Q: 3 clusters Score -1899190 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1899303.000000 Penalty: 3128.563477
	Iteration 19Q: 3 clusters Score -1899303 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1899405.875000 Penalty: 3128.563477
	Iteration 20F: 3 clusters Score -1899406 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1899503.625000 Penalty: 3128.563477
	Iteration 21Q: 3 clusters Score -1899504 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1899614.125000 Penalty: 3128.563477
	Iteration 22Q: 3 clusters Score -1899614 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1899731.500000 Penalty: 3128.563477
	Iteration 23Q: 3 clusters Score -1899732 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1899858.375000 Penalty: 3128.563477
	Iteration 24Q: 3 clusters Score -1899858 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1899972.000000 Penalty: 3128.563477
	Iteration 25Q: 3 clusters Score -1899972 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1900058.125000 Penalty: 3128.563477
	Iteration 26Q: 3 clusters Score -1900058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1900128.125000 Penalty: 3128.563477
	Iteration 27Q: 3 clusters Score -1900128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1900189.625000 Penalty: 3128.563477
	Iteration 28Q: 3 clusters Score -1900190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1900223.875000 Penalty: 3128.563477
	Iteration 29Q: 3 clusters Score -1900224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1900263.625000 Penalty: 3128.563477
	Iteration 30Q: 3 clusters Score -1900264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1900310.000000 Penalty: 3128.563477
	Iteration 31Q: 3 clusters Score -1900310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1900341.000000 Penalty: 3128.563477
	Iteration 32Q: 3 clusters Score -1900341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1900375.250000 Penalty: 3128.563477
	Iteration 33Q: 3 clusters Score -1900375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1900402.125000 Penalty: 3128.563477
	Iteration 34Q: 3 clusters Score -1900402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1900419.000000 Penalty: 3128.563477
	Iteration 35Q: 3 clusters Score -1900419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1900444.250000 Penalty: 3128.563477
	Iteration 36Q: 3 clusters Score -1900444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1900473.000000 Penalty: 3128.563477
	Iteration 37Q: 3 clusters Score -1900473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1900490.750000 Penalty: 3128.563477
	Iteration 38Q: 3 clusters Score -1900491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1900515.750000 Penalty: 3128.563477
	Iteration 39Q: 3 clusters Score -1900516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1900529.875000 Penalty: 3128.563477
	Iteration 40F: 3 clusters Score -1900530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1900540.000000 Penalty: 3128.563477
	Iteration 41Q: 3 clusters Score -1900540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1900557.250000 Penalty: 3128.563477
	Iteration 42Q: 3 clusters Score -1900557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1900570.500000 Penalty: 3128.563477
	Iteration 43Q: 3 clusters Score -1900570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1900578.625000 Penalty: 3128.563477
	Iteration 44Q: 3 clusters Score -1900579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1900589.375000 Penalty: 3128.563477
	Iteration 45Q: 3 clusters Score -1900589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1900590.875000 Penalty: 3128.563477
	Iteration 46Q: 3 clusters Score -1900591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1900591.750000 Penalty: 3128.563477
	Iteration 47Q: 3 clusters Score -1900592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1900594.750000 Penalty: 3128.563477
	Iteration 48Q: 3 clusters Score -1900595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1900594.500000 Penalty: 3128.563477
	Iteration 49Q: 3 clusters Score -1900594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1900596.750000 Penalty: 3128.563477
	Iteration 50Q: 3 clusters Score -1900597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1900595.250000 Penalty: 3128.563477
	Iteration 51Q: 3 clusters Score -1900595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1900600.000000 Penalty: 3128.563477
	Iteration 52Q: 3 clusters Score -1900600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1900606.875000 Penalty: 3128.563477
	Iteration 53Q: 3 clusters Score -1900607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1900607.750000 Penalty: 3128.563477
	Iteration 54Q: 3 clusters Score -1900608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1900609.875000 Penalty: 3128.563477
	Iteration 55Q: 3 clusters Score -1900610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1900610.500000 Penalty: 3128.563477
	Iteration 56Q: 3 clusters Score -1900610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1900608.750000 Penalty: 3128.563477
	Iteration 57Q: 3 clusters Score -1900609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1900611.625000 Penalty: 3128.563477
	Iteration 58Q: 3 clusters Score -1900612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1900614.500000 Penalty: 3128.563477
	Iteration 59Q: 3 clusters Score -1900614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1900615.875000 Penalty: 3128.563477
	Iteration 60F: 3 clusters Score -1900616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1900617.625000 Penalty: 3128.563477
	Iteration 61Q: 3 clusters Score -1900618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1900620.125000 Penalty: 3128.563477
	Iteration 62Q: 3 clusters Score -1900620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1900620.750000 Penalty: 3128.563477
	Iteration 63Q: 3 clusters Score -1900621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1900624.625000 Penalty: 3128.563477
	Iteration 64Q: 3 clusters Score -1900625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1900625.500000 Penalty: 3128.563477
	Iteration 65Q: 3 clusters Score -1900626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1900625.500000 Penalty: 3128.563477
	Iteration 66F: 3 clusters Score -1900626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -250780.375000 Penalty: 1226.039917
	Iteration 0F: 2 clusters Score -250780.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -248779.328125 Penalty: 2452.079834
	Iteration 0F: 3 clusters Score -248779.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -249158.359375 Penalty: 2452.079834
	Iteration 1F: 3 clusters Score -249158.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -249261.953125 Penalty: 2452.079834
	Iteration 2F: 3 clusters Score -249262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -249329.859375 Penalty: 2452.079834
	Iteration 3F: 3 clusters Score -249329.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -249376.828125 Penalty: 2452.079834
	Iteration 4Q: 3 clusters Score -249376.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -249407.015625 Penalty: 2452.079834
	Iteration 5Q: 3 clusters Score -249407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -249424.734375 Penalty: 2452.079834
	Iteration 6Q: 3 clusters Score -249424.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -249436.656250 Penalty: 2452.079834
	Iteration 7Q: 3 clusters Score -249436.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -249448.484375 Penalty: 2452.079834
	Iteration 8Q: 3 clusters Score -249448.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -249456.500000 Penalty: 2452.079834
	Iteration 9Q: 3 clusters Score -249456.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -249460.109375 Penalty: 2452.079834
	Iteration 10Q: 3 clusters Score -249460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -249461.968750 Penalty: 2452.079834
	Iteration 11Q: 3 clusters Score -249462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -249463.953125 Penalty: 2452.079834
	Iteration 12Q: 3 clusters Score -249464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -249467.390625 Penalty: 2452.079834
	Iteration 13Q: 3 clusters Score -249467.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -249472.203125 Penalty: 2452.079834
	Iteration 14Q: 3 clusters Score -249472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -249475.750000 Penalty: 2452.079834
	Iteration 15Q: 3 clusters Score -249475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -249478.031250 Penalty: 2452.079834
	Iteration 16Q: 3 clusters Score -249478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -249481.515625 Penalty: 2452.079834
	Iteration 17Q: 3 clusters Score -249481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -249484.140625 Penalty: 2452.079834
	Iteration 18Q: 3 clusters Score -249484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -249485.468750 Penalty: 2452.079834
	Iteration 19Q: 3 clusters Score -249485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -249487.531250 Penalty: 2452.079834
	Iteration 20F: 3 clusters Score -249487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -249490.265625 Penalty: 2452.079834
	Iteration 21Q: 3 clusters Score -249490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -249491.437500 Penalty: 2452.079834
	Iteration 22Q: 3 clusters Score -249491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -249493.343750 Penalty: 2452.079834
	Iteration 23Q: 3 clusters Score -249493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -249494.468750 Penalty: 2452.079834
	Iteration 24Q: 3 clusters Score -249494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -249495.765625 Penalty: 2452.079834
	Iteration 25Q: 3 clusters Score -249495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -249496.671875 Penalty: 2452.079834
	Iteration 26Q: 3 clusters Score -249496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -249497.859375 Penalty: 2452.079834
	Iteration 27Q: 3 clusters Score -249497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -249498.578125 Penalty: 2452.079834
	Iteration 28Q: 3 clusters Score -249498.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -249499.515625 Penalty: 2452.079834
	Iteration 29Q: 3 clusters Score -249499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -249499.656250 Penalty: 2452.079834
	Iteration 30Q: 3 clusters Score -249499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -249499.656250 Penalty: 2452.079834
	Iteration 31F: 3 clusters Score -249499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106428 members 
Entering Unmasked Estep 
Score: -13789955.000000 Penalty: 1880.973877
	Iteration 0F: 2 clusters Score -1.378996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -13725752.000000 Penalty: 3761.947754
	Iteration 0F: 3 clusters Score -1.372575e+07 nChanged 51454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -13755326.000000 Penalty: 3761.947754
	Iteration 1F: 3 clusters Score -1.375533e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -13756235.000000 Penalty: 3761.947754
	Iteration 2Q: 3 clusters Score -1.375624e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -13757859.000000 Penalty: 3761.947754
	Iteration 3Q: 3 clusters Score -1.375786e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -13760938.000000 Penalty: 3761.947754
	Iteration 4F: 3 clusters Score -1.376094e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -13765901.000000 Penalty: 3761.947754
	Iteration 5F: 3 clusters Score -1.37659e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -13772223.000000 Penalty: 3761.947754
	Iteration 6F: 3 clusters Score -1.377222e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -13778423.000000 Penalty: 3761.947754
	Iteration 7F: 3 clusters Score -1.377842e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 99357 members 
Entering Unmasked Estep 
Score: -13782610.000000 Penalty: 3761.947754
	Iteration 8F: 3 clusters Score -1.378261e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -13785763.000000 Penalty: 3761.947754
	Iteration 9Q: 3 clusters Score -1.378576e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
Score: -13787158.000000 Penalty: 3761.947754
	Iteration 10Q: 3 clusters Score -1.378716e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -13787740.000000 Penalty: 3761.947754
	Iteration 11Q: 3 clusters Score -1.378774e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -13787983.000000 Penalty: 3761.947754
	Iteration 12Q: 3 clusters Score -1.378798e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -13788153.000000 Penalty: 3761.947754
	Iteration 13Q: 3 clusters Score -1.378815e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -13788238.000000 Penalty: 3761.947754
	Iteration 14Q: 3 clusters Score -1.378824e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -13788273.000000 Penalty: 3761.947754
	Iteration 15Q: 3 clusters Score -1.378827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -13788279.000000 Penalty: 3761.947754
	Iteration 16Q: 3 clusters Score -1.378828e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -13788297.000000 Penalty: 3761.947754
	Iteration 17Q: 3 clusters Score -1.37883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -13788293.000000 Penalty: 3761.947754
	Iteration 18Q: 3 clusters Score -1.378829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -13788323.000000 Penalty: 3761.947754
	Iteration 19Q: 3 clusters Score -1.378832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -13788323.000000 Penalty: 3761.947754
	Iteration 20F: 3 clusters Score -1.378832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -13788324.000000 Penalty: 3761.947754
	Iteration 21Q: 3 clusters Score -1.378832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -13788331.000000 Penalty: 3761.947754
	Iteration 22Q: 3 clusters Score -1.378833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -13788352.000000 Penalty: 3761.947754
	Iteration 23Q: 3 clusters Score -1.378835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -13788369.000000 Penalty: 3761.947754
	Iteration 24Q: 3 clusters Score -1.378837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 106108 members 
Entering Unmasked Estep 
Score: -13788373.000000 Penalty: 3761.947754
	Iteration 25Q: 3 clusters Score -1.378837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 106109 members 
Entering Unmasked Estep 
Score: -13788377.000000 Penalty: 3761.947754
	Iteration 26Q: 3 clusters Score -1.378838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -13788383.000000 Penalty: 3761.947754
	Iteration 27Q: 3 clusters Score -1.378838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -13788380.000000 Penalty: 3761.947754
	Iteration 28Q: 3 clusters Score -1.378838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 106112 members 
Entering Unmasked Estep 
Score: -13788383.000000 Penalty: 3761.947754
	Iteration 29Q: 3 clusters Score -1.378838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 106112 members 
Entering Unmasked Estep 
Score: -13788379.000000 Penalty: 3761.947754
	Iteration 30Q: 3 clusters Score -1.378838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -13788392.000000 Penalty: 3761.947754
	Iteration 31Q: 3 clusters Score -1.378839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -13788390.000000 Penalty: 3761.947754
	Iteration 32Q: 3 clusters Score -1.378839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 106114 members 
Entering Unmasked Estep 
Score: -13788385.000000 Penalty: 3761.947754
	Iteration 33Q: 3 clusters Score -1.378838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 106114 members 
Entering Unmasked Estep 
Score: -13788385.000000 Penalty: 3761.947754
	Iteration 34F: 3 clusters Score -1.378838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Entering Unmasked Estep 
Score: -1257242.125000 Penalty: 1493.148560
	Iteration 0F: 2 clusters Score -1257242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1250163.250000 Penalty: 2986.297119
	Iteration 0F: 3 clusters Score -1250163 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1252458.625000 Penalty: 2986.297119
	Iteration 1F: 3 clusters Score -1252459 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1252718.000000 Penalty: 2986.297119
	Iteration 2F: 3 clusters Score -1252718 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1252984.875000 Penalty: 2986.297119
	Iteration 3F: 3 clusters Score -1252985 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1253307.250000 Penalty: 2986.297119
	Iteration 4F: 3 clusters Score -1253307 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1253702.375000 Penalty: 2986.297119
	Iteration 5F: 3 clusters Score -1253702 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1254175.250000 Penalty: 2986.297119
	Iteration 6F: 3 clusters Score -1254175 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1254696.750000 Penalty: 2986.297119
	Iteration 7F: 3 clusters Score -1254697 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1255145.500000 Penalty: 2986.297119
	Iteration 8F: 3 clusters Score -1255146 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1255466.625000 Penalty: 2986.297119
	Iteration 9Q: 3 clusters Score -1255467 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1255700.500000 Penalty: 2986.297119
	Iteration 10Q: 3 clusters Score -1255700 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1255828.875000 Penalty: 2986.297119
	Iteration 11Q: 3 clusters Score -1255829 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1255883.500000 Penalty: 2986.297119
	Iteration 12Q: 3 clusters Score -1255884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1255916.375000 Penalty: 2986.297119
	Iteration 13Q: 3 clusters Score -1255916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1255934.750000 Penalty: 2986.297119
	Iteration 14Q: 3 clusters Score -1255935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1255942.375000 Penalty: 2986.297119
	Iteration 15Q: 3 clusters Score -1255942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1255949.125000 Penalty: 2986.297119
	Iteration 16Q: 3 clusters Score -1255949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1255950.625000 Penalty: 2986.297119
	Iteration 17Q: 3 clusters Score -1255951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1255951.125000 Penalty: 2986.297119
	Iteration 18Q: 3 clusters Score -1255951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1255951.125000 Penalty: 2986.297119
	Iteration 19F: 3 clusters Score -1255951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (110256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110256 members 
Entering Unmasked Estep 
Score: -14053722.000000 Penalty: 1886.716064
	Iteration 0F: 2 clusters Score -1.405372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -13981796.000000 Penalty: 3773.432129
	Iteration 0F: 3 clusters Score -1.39818e+07 nChanged 53028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -14012336.000000 Penalty: 3773.432129
	Iteration 1F: 3 clusters Score -1.401234e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -14013158.000000 Penalty: 3773.432129
	Iteration 2Q: 3 clusters Score -1.401316e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -14014149.000000 Penalty: 3773.432129
	Iteration 3Q: 3 clusters Score -1.401415e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -14015254.000000 Penalty: 3773.432129
	Iteration 4Q: 3 clusters Score -1.401525e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -14016908.000000 Penalty: 3773.432129
	Iteration 5Q: 3 clusters Score -1.401691e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -14019444.000000 Penalty: 3773.432129
	Iteration 6Q: 3 clusters Score -1.401944e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -14023339.000000 Penalty: 3773.432129
	Iteration 7F: 3 clusters Score -1.402334e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -14028282.000000 Penalty: 3773.432129
	Iteration 8F: 3 clusters Score -1.402828e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -14032806.000000 Penalty: 3773.432129
	Iteration 9F: 3 clusters Score -1.403281e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -14035316.000000 Penalty: 3773.432129
	Iteration 10Q: 3 clusters Score -1.403532e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -14036371.000000 Penalty: 3773.432129
	Iteration 11Q: 3 clusters Score -1.403637e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -14036910.000000 Penalty: 3773.432129
	Iteration 12Q: 3 clusters Score -1.403691e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -14037379.000000 Penalty: 3773.432129
	Iteration 13Q: 3 clusters Score -1.403738e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -14037838.000000 Penalty: 3773.432129
	Iteration 14Q: 3 clusters Score -1.403784e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -14038413.000000 Penalty: 3773.432129
	Iteration 15Q: 3 clusters Score -1.403841e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -14039108.000000 Penalty: 3773.432129
	Iteration 16Q: 3 clusters Score -1.403911e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -14039714.000000 Penalty: 3773.432129
	Iteration 17Q: 3 clusters Score -1.403971e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -14040459.000000 Penalty: 3773.432129
	Iteration 18Q: 3 clusters Score -1.404046e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -14041149.000000 Penalty: 3773.432129
	Iteration 19Q: 3 clusters Score -1.404115e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -14042012.000000 Penalty: 3773.432129
	Iteration 20F: 3 clusters Score -1.404201e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -14042883.000000 Penalty: 3773.432129
	Iteration 21Q: 3 clusters Score -1.404288e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -14043843.000000 Penalty: 3773.432129
	Iteration 22Q: 3 clusters Score -1.404384e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -14044771.000000 Penalty: 3773.432129
	Iteration 23Q: 3 clusters Score -1.404477e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -14045757.000000 Penalty: 3773.432129
	Iteration 24Q: 3 clusters Score -1.404576e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -14046764.000000 Penalty: 3773.432129
	Iteration 25Q: 3 clusters Score -1.404676e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -14047707.000000 Penalty: 3773.432129
	Iteration 26Q: 3 clusters Score -1.404771e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 102649 members 
Entering Unmasked Estep 
Score: -14048489.000000 Penalty: 3773.432129
	Iteration 27Q: 3 clusters Score -1.404849e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -14049369.000000 Penalty: 3773.432129
	Iteration 28Q: 3 clusters Score -1.404937e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -14050064.000000 Penalty: 3773.432129
	Iteration 29Q: 3 clusters Score -1.405006e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -14050624.000000 Penalty: 3773.432129
	Iteration 30Q: 3 clusters Score -1.405062e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 107164 members 
Entering Unmasked Estep 
Score: -14051028.000000 Penalty: 3773.432129
	Iteration 31Q: 3 clusters Score -1.405103e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -14051321.000000 Penalty: 3773.432129
	Iteration 32Q: 3 clusters Score -1.405132e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -14051539.000000 Penalty: 3773.432129
	Iteration 33Q: 3 clusters Score -1.405154e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 108580 members 
Entering Unmasked Estep 
Score: -14051716.000000 Penalty: 3773.432129
	Iteration 34Q: 3 clusters Score -1.405172e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -14051850.000000 Penalty: 3773.432129
	Iteration 35Q: 3 clusters Score -1.405185e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 109008 members 
Entering Unmasked Estep 
Score: -14051924.000000 Penalty: 3773.432129
	Iteration 36Q: 3 clusters Score -1.405192e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
Score: -14052002.000000 Penalty: 3773.432129
	Iteration 37Q: 3 clusters Score -1.4052e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 109256 members 
Entering Unmasked Estep 
Score: -14052027.000000 Penalty: 3773.432129
	Iteration 38Q: 3 clusters Score -1.405203e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -14052105.000000 Penalty: 3773.432129
	Iteration 39Q: 3 clusters Score -1.40521e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -14052141.000000 Penalty: 3773.432129
	Iteration 40F: 3 clusters Score -1.405214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -14052166.000000 Penalty: 3773.432129
	Iteration 41Q: 3 clusters Score -1.405217e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 109505 members 
Entering Unmasked Estep 
Score: -14052179.000000 Penalty: 3773.432129
	Iteration 42Q: 3 clusters Score -1.405218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 109533 members 
Entering Unmasked Estep 
Score: -14052181.000000 Penalty: 3773.432129
	Iteration 43Q: 3 clusters Score -1.405218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -14052193.000000 Penalty: 3773.432129
	Iteration 44Q: 3 clusters Score -1.405219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 109584 members 
Entering Unmasked Estep 
Score: -14052198.000000 Penalty: 3773.432129
	Iteration 45Q: 3 clusters Score -1.40522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -14052199.000000 Penalty: 3773.432129
	Iteration 46Q: 3 clusters Score -1.40522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 109609 members 
Entering Unmasked Estep 
Score: -14052206.000000 Penalty: 3773.432129
	Iteration 47Q: 3 clusters Score -1.405221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 109617 members 
Entering Unmasked Estep 
Score: -14052213.000000 Penalty: 3773.432129
	Iteration 48Q: 3 clusters Score -1.405221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 109626 members 
Entering Unmasked Estep 
Score: -14052210.000000 Penalty: 3773.432129
	Iteration 49Q: 3 clusters Score -1.405221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -14052215.000000 Penalty: 3773.432129
	Iteration 50Q: 3 clusters Score -1.405222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -14052224.000000 Penalty: 3773.432129
	Iteration 51Q: 3 clusters Score -1.405222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -14052251.000000 Penalty: 3773.432129
	Iteration 52Q: 3 clusters Score -1.405225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -14052247.000000 Penalty: 3773.432129
	Iteration 53Q: 3 clusters Score -1.405225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -14052247.000000 Penalty: 3773.432129
	Iteration 54Q: 3 clusters Score -1.405225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -14052256.000000 Penalty: 3773.432129
	Iteration 55Q: 3 clusters Score -1.405226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -14052269.000000 Penalty: 3773.432129
	Iteration 56Q: 3 clusters Score -1.405227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -14052269.000000 Penalty: 3773.432129
	Iteration 57Q: 3 clusters Score -1.405227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 109690 members 
Entering Unmasked Estep 
Score: -14052272.000000 Penalty: 3773.432129
	Iteration 58Q: 3 clusters Score -1.405227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -14052265.000000 Penalty: 3773.432129
	Iteration 59Q: 3 clusters Score -1.405226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 109699 members 
Entering Unmasked Estep 
Score: -14052267.000000 Penalty: 3773.432129
	Iteration 60F: 3 clusters Score -1.405227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -14052274.000000 Penalty: 3773.432129
	Iteration 61Q: 3 clusters Score -1.405227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -14052276.000000 Penalty: 3773.432129
	Iteration 62Q: 3 clusters Score -1.405228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -14052278.000000 Penalty: 3773.432129
	Iteration 63Q: 3 clusters Score -1.405228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -14052279.000000 Penalty: 3773.432129
	Iteration 64Q: 3 clusters Score -1.405228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 109706 members 
Entering Unmasked Estep 
Score: -14052276.000000 Penalty: 3773.432129
	Iteration 65Q: 3 clusters Score -1.405228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -14052275.000000 Penalty: 3773.432129
	Iteration 66Q: 3 clusters Score -1.405228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -14052275.000000 Penalty: 3773.432129
	Iteration 67F: 3 clusters Score -1.405228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -29890.937500 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -29890.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28983.496094 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -28983.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29406.001953 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -29406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29544.742188 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -29544.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29568.291016 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -29568.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29595.529297 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -29595.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29608.296875 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -29608.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29618.695312 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -29618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29633.875000 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -29633.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29653.685547 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -29653.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29712.277344 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -29712.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29791.675781 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -29791.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29837.796875 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -29837.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29864.562500 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -29864.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29872.238281 Penalty: 1960.753052
	Iteration 13Q: 3 clusters Score -29872.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29910.046875 Penalty: 1960.753052
	Iteration 14Q: 3 clusters Score -29910.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29957.343750 Penalty: 1960.753052
	Iteration 15Q: 3 clusters Score -29957.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29972.755859 Penalty: 1960.753052
	Iteration 16Q: 3 clusters Score -29972.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29981.529297 Penalty: 1960.753052
	Iteration 17Q: 3 clusters Score -29981.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29988.652344 Penalty: 1960.753052
	Iteration 18Q: 3 clusters Score -29988.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29989.890625 Penalty: 1960.753052
	Iteration 19Q: 3 clusters Score -29989.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29996.613281 Penalty: 1960.753052
	Iteration 20F: 3 clusters Score -29996.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30008.015625 Penalty: 1960.753052
	Iteration 21Q: 3 clusters Score -30008.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30014.246094 Penalty: 1960.753052
	Iteration 22Q: 3 clusters Score -30014.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30016.607422 Penalty: 1960.753052
	Iteration 23Q: 3 clusters Score -30016.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30016.607422 Penalty: 1960.753052
	Iteration 24F: 3 clusters Score -30016.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 102300 members 
Mstep: Class 3 contains 347 members 
Mstep: Class 4 contains 15159 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 106428 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 8 contains 110256 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 112574 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 37394 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 73214 members 
Entering Unmasked Estep 
Score: -72821816.000000 Penalty: 43125.609375
Splitting cluster 9 changes total score from -72822864.000000 to -72821816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (112574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112574 members 
Entering Unmasked Estep 
Score: -14393924.000000 Penalty: 1890.096924
	Iteration 0F: 2 clusters Score -1.439392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -14323713.000000 Penalty: 3780.193848
	Iteration 0F: 3 clusters Score -1.432371e+07 nChanged 54137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -14355826.000000 Penalty: 3780.193848
	Iteration 1F: 3 clusters Score -1.435583e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -14357337.000000 Penalty: 3780.193848
	Iteration 2Q: 3 clusters Score -1.435734e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -14359410.000000 Penalty: 3780.193848
	Iteration 3Q: 3 clusters Score -1.435941e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -14362359.000000 Penalty: 3780.193848
	Iteration 4F: 3 clusters Score -1.436236e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -14366656.000000 Penalty: 3780.193848
	Iteration 5F: 3 clusters Score -1.436666e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -14372151.000000 Penalty: 3780.193848
	Iteration 6F: 3 clusters Score -1.437215e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -14378048.000000 Penalty: 3780.193848
	Iteration 7F: 3 clusters Score -1.437805e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -14383104.000000 Penalty: 3780.193848
	Iteration 8F: 3 clusters Score -1.43831e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -14386405.000000 Penalty: 3780.193848
	Iteration 9Q: 3 clusters Score -1.43864e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -14388439.000000 Penalty: 3780.193848
	Iteration 10Q: 3 clusters Score -1.438844e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -14389834.000000 Penalty: 3780.193848
	Iteration 11Q: 3 clusters Score -1.438983e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -14390900.000000 Penalty: 3780.193848
	Iteration 12Q: 3 clusters Score -1.43909e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -14391556.000000 Penalty: 3780.193848
	Iteration 13Q: 3 clusters Score -1.439156e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -14392030.000000 Penalty: 3780.193848
	Iteration 14Q: 3 clusters Score -1.439203e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106185 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -14392421.000000 Penalty: 3780.193848
	Iteration 15Q: 3 clusters Score -1.439242e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107450 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -14392717.000000 Penalty: 3780.193848
	Iteration 16Q: 3 clusters Score -1.439272e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -14392876.000000 Penalty: 3780.193848
	Iteration 17Q: 3 clusters Score -1.439288e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -14393007.000000 Penalty: 3780.193848
	Iteration 18Q: 3 clusters Score -1.439301e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109863 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -14393081.000000 Penalty: 3780.193848
	Iteration 19Q: 3 clusters Score -1.439308e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -14393088.000000 Penalty: 3780.193848
	Iteration 20F: 3 clusters Score -1.439309e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110630 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -14393050.000000 Penalty: 3780.193848
	Iteration 21Q: 3 clusters Score -1.439305e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110901 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -14393045.000000 Penalty: 3780.193848
	Iteration 22Q: 3 clusters Score -1.439304e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14393024.000000 Penalty: 3780.193848
	Iteration 23Q: 3 clusters Score -1.439302e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14392979.000000 Penalty: 3780.193848
	Iteration 24Q: 3 clusters Score -1.439298e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111357 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -14392991.000000 Penalty: 3780.193848
	Iteration 25Q: 3 clusters Score -1.439299e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111459 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14392952.000000 Penalty: 3780.193848
	Iteration 26Q: 3 clusters Score -1.439295e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111536 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -14392942.000000 Penalty: 3780.193848
	Iteration 27Q: 3 clusters Score -1.439294e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111601 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14392938.000000 Penalty: 3780.193848
	Iteration 28Q: 3 clusters Score -1.439294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111651 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14392926.000000 Penalty: 3780.193848
	Iteration 29Q: 3 clusters Score -1.439293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111689 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -14392912.000000 Penalty: 3780.193848
	Iteration 30Q: 3 clusters Score -1.439291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111719 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14392929.000000 Penalty: 3780.193848
	Iteration 31Q: 3 clusters Score -1.439293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111744 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -14392903.000000 Penalty: 3780.193848
	Iteration 32Q: 3 clusters Score -1.43929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111766 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14392899.000000 Penalty: 3780.193848
	Iteration 33Q: 3 clusters Score -1.43929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -14392898.000000 Penalty: 3780.193848
	Iteration 34Q: 3 clusters Score -1.43929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111797 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14392892.000000 Penalty: 3780.193848
	Iteration 35Q: 3 clusters Score -1.439289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111810 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14392895.000000 Penalty: 3780.193848
	Iteration 36Q: 3 clusters Score -1.43929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111821 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14392883.000000 Penalty: 3780.193848
	Iteration 37Q: 3 clusters Score -1.439288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -14392893.000000 Penalty: 3780.193848
	Iteration 38Q: 3 clusters Score -1.439289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14392889.000000 Penalty: 3780.193848
	Iteration 39Q: 3 clusters Score -1.439289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -14392896.000000 Penalty: 3780.193848
	Iteration 40F: 3 clusters Score -1.43929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111854 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14392895.000000 Penalty: 3780.193848
	Iteration 41Q: 3 clusters Score -1.43929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14392891.000000 Penalty: 3780.193848
	Iteration 42Q: 3 clusters Score -1.439289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -14392900.000000 Penalty: 3780.193848
	Iteration 43Q: 3 clusters Score -1.43929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -14392901.000000 Penalty: 3780.193848
	Iteration 44Q: 3 clusters Score -1.43929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14392888.000000 Penalty: 3780.193848
	Iteration 45Q: 3 clusters Score -1.439289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111881 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14392886.000000 Penalty: 3780.193848
	Iteration 46Q: 3 clusters Score -1.439289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111883 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14392890.000000 Penalty: 3780.193848
	Iteration 47Q: 3 clusters Score -1.439289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -14392882.000000 Penalty: 3780.193848
	Iteration 48Q: 3 clusters Score -1.439288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14392887.000000 Penalty: 3780.193848
	Iteration 49Q: 3 clusters Score -1.439289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14392882.000000 Penalty: 3780.193848
	Iteration 50Q: 3 clusters Score -1.439288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111888 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14392888.000000 Penalty: 3780.193848
	Iteration 51Q: 3 clusters Score -1.439289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111890 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14392883.000000 Penalty: 3780.193848
	Iteration 52Q: 3 clusters Score -1.439288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -14392880.000000 Penalty: 3780.193848
	Iteration 53Q: 3 clusters Score -1.439288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14392874.000000 Penalty: 3780.193848
	Iteration 54Q: 3 clusters Score -1.439287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14392874.000000 Penalty: 3780.193848
	Iteration 55Q: 3 clusters Score -1.439287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14392874.000000 Penalty: 3780.193848
	Iteration 56Q: 3 clusters Score -1.439287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111900 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14392868.000000 Penalty: 3780.193848
	Iteration 57Q: 3 clusters Score -1.439287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111902 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14392877.000000 Penalty: 3780.193848
	Iteration 58Q: 3 clusters Score -1.439288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14392868.000000 Penalty: 3780.193848
	Iteration 59Q: 3 clusters Score -1.439287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14392874.000000 Penalty: 3780.193848
	Iteration 60F: 3 clusters Score -1.439287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111908 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14392868.000000 Penalty: 3780.193848
	Iteration 61Q: 3 clusters Score -1.439287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111909 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14392869.000000 Penalty: 3780.193848
	Iteration 62Q: 3 clusters Score -1.439287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111909 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14392869.000000 Penalty: 3780.193848
	Iteration 63F: 3 clusters Score -1.439287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -378351.312500 Penalty: 1308.498169
	Iteration 0F: 2 clusters Score -378351.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -375542.812500 Penalty: 2616.996338
	Iteration 0F: 3 clusters Score -375542.8 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -376212.343750 Penalty: 2616.996338
	Iteration 1F: 3 clusters Score -376212.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -376324.312500 Penalty: 2616.996338
	Iteration 2F: 3 clusters Score -376324.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -376399.250000 Penalty: 2616.996338
	Iteration 3Q: 3 clusters Score -376399.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -376453.625000 Penalty: 2616.996338
	Iteration 4Q: 3 clusters Score -376453.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -376500.875000 Penalty: 2616.996338
	Iteration 5Q: 3 clusters Score -376500.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -376540.812500 Penalty: 2616.996338
	Iteration 6Q: 3 clusters Score -376540.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -376567.937500 Penalty: 2616.996338
	Iteration 7Q: 3 clusters Score -376567.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -376600.500000 Penalty: 2616.996338
	Iteration 8Q: 3 clusters Score -376600.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -376627.000000 Penalty: 2616.996338
	Iteration 9Q: 3 clusters Score -376627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -376639.937500 Penalty: 2616.996338
	Iteration 10Q: 3 clusters Score -376639.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -376648.218750 Penalty: 2616.996338
	Iteration 11Q: 3 clusters Score -376648.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -376656.718750 Penalty: 2616.996338
	Iteration 12Q: 3 clusters Score -376656.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -376670.625000 Penalty: 2616.996338
	Iteration 13Q: 3 clusters Score -376670.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -376684.750000 Penalty: 2616.996338
	Iteration 14Q: 3 clusters Score -376684.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -376702.906250 Penalty: 2616.996338
	Iteration 15Q: 3 clusters Score -376702.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -376732.656250 Penalty: 2616.996338
	Iteration 16Q: 3 clusters Score -376732.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -376781.250000 Penalty: 2616.996338
	Iteration 17Q: 3 clusters Score -376781.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -376829.125000 Penalty: 2616.996338
	Iteration 18Q: 3 clusters Score -376829.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -376881.312500 Penalty: 2616.996338
	Iteration 19Q: 3 clusters Score -376881.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -376930.250000 Penalty: 2616.996338
	Iteration 20F: 3 clusters Score -376930.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -376966.718750 Penalty: 2616.996338
	Iteration 21Q: 3 clusters Score -376966.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -376989.625000 Penalty: 2616.996338
	Iteration 22Q: 3 clusters Score -376989.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -377012.812500 Penalty: 2616.996338
	Iteration 23Q: 3 clusters Score -377012.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -377026.250000 Penalty: 2616.996338
	Iteration 24Q: 3 clusters Score -377026.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -377035.562500 Penalty: 2616.996338
	Iteration 25Q: 3 clusters Score -377035.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -377059.562500 Penalty: 2616.996338
	Iteration 26Q: 3 clusters Score -377059.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -377084.125000 Penalty: 2616.996338
	Iteration 27Q: 3 clusters Score -377084.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -377113.968750 Penalty: 2616.996338
	Iteration 28Q: 3 clusters Score -377114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -377150.312500 Penalty: 2616.996338
	Iteration 29Q: 3 clusters Score -377150.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -377183.375000 Penalty: 2616.996338
	Iteration 30Q: 3 clusters Score -377183.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -377215.000000 Penalty: 2616.996338
	Iteration 31Q: 3 clusters Score -377215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -377271.093750 Penalty: 2616.996338
	Iteration 32Q: 3 clusters Score -377271.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -377314.250000 Penalty: 2616.996338
	Iteration 33Q: 3 clusters Score -377314.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -377351.718750 Penalty: 2616.996338
	Iteration 34Q: 3 clusters Score -377351.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -377391.906250 Penalty: 2616.996338
	Iteration 35Q: 3 clusters Score -377391.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -377425.156250 Penalty: 2616.996338
	Iteration 36Q: 3 clusters Score -377425.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -377441.750000 Penalty: 2616.996338
	Iteration 37Q: 3 clusters Score -377441.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -377452.437500 Penalty: 2616.996338
	Iteration 38Q: 3 clusters Score -377452.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -377459.250000 Penalty: 2616.996338
	Iteration 39Q: 3 clusters Score -377459.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -377464.218750 Penalty: 2616.996338
	Iteration 40F: 3 clusters Score -377464.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -377468.812500 Penalty: 2616.996338
	Iteration 41Q: 3 clusters Score -377468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -377470.750000 Penalty: 2616.996338
	Iteration 42Q: 3 clusters Score -377470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -377472.968750 Penalty: 2616.996338
	Iteration 43Q: 3 clusters Score -377473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -377475.312500 Penalty: 2616.996338
	Iteration 44Q: 3 clusters Score -377475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -377476.218750 Penalty: 2616.996338
	Iteration 45Q: 3 clusters Score -377476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -377480.406250 Penalty: 2616.996338
	Iteration 46Q: 3 clusters Score -377480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -377481.218750 Penalty: 2616.996338
	Iteration 47Q: 3 clusters Score -377481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -377482.000000 Penalty: 2616.996338
	Iteration 48Q: 3 clusters Score -377482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -377483.218750 Penalty: 2616.996338
	Iteration 49Q: 3 clusters Score -377483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -377483.656250 Penalty: 2616.996338
	Iteration 50Q: 3 clusters Score -377483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -377484.875000 Penalty: 2616.996338
	Iteration 51Q: 3 clusters Score -377484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -377485.437500 Penalty: 2616.996338
	Iteration 52Q: 3 clusters Score -377485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -377485.437500 Penalty: 2616.996338
	Iteration 53F: 3 clusters Score -377485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Entering Unmasked Estep 
Score: -4803808.000000 Penalty: 1711.005615
	Iteration 0F: 2 clusters Score -4803808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4778852.000000 Penalty: 3422.011230
	Iteration 0F: 3 clusters Score -4778852 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4788614.500000 Penalty: 3422.011230
	Iteration 1F: 3 clusters Score -4788614 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -4789302.500000 Penalty: 3422.011230
	Iteration 2Q: 3 clusters Score -4789302 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -4790264.000000 Penalty: 3422.011230
	Iteration 3Q: 3 clusters Score -4790264 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4791427.000000 Penalty: 3422.011230
	Iteration 4F: 3 clusters Score -4791427 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -4792870.500000 Penalty: 3422.011230
	Iteration 5F: 3 clusters Score -4792870 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -4794599.000000 Penalty: 3422.011230
	Iteration 6F: 3 clusters Score -4794599 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4796411.000000 Penalty: 3422.011230
	Iteration 7F: 3 clusters Score -4796411 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4797980.000000 Penalty: 3422.011230
	Iteration 8F: 3 clusters Score -4797980 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4799075.500000 Penalty: 3422.011230
	Iteration 9Q: 3 clusters Score -4799076 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4799755.500000 Penalty: 3422.011230
	Iteration 10Q: 3 clusters Score -4799756 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4800279.500000 Penalty: 3422.011230
	Iteration 11Q: 3 clusters Score -4800280 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4800666.500000 Penalty: 3422.011230
	Iteration 12Q: 3 clusters Score -4800666 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4800958.500000 Penalty: 3422.011230
	Iteration 13Q: 3 clusters Score -4800958 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4801210.500000 Penalty: 3422.011230
	Iteration 14Q: 3 clusters Score -4801210 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -4801412.500000 Penalty: 3422.011230
	Iteration 15Q: 3 clusters Score -4801412 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4801588.000000 Penalty: 3422.011230
	Iteration 16Q: 3 clusters Score -4801588 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4801745.000000 Penalty: 3422.011230
	Iteration 17Q: 3 clusters Score -4801745 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4801858.500000 Penalty: 3422.011230
	Iteration 18Q: 3 clusters Score -4801858 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4801954.000000 Penalty: 3422.011230
	Iteration 19Q: 3 clusters Score -4801954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4802017.500000 Penalty: 3422.011230
	Iteration 20F: 3 clusters Score -4802018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -4802070.000000 Penalty: 3422.011230
	Iteration 21Q: 3 clusters Score -4802070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4802115.000000 Penalty: 3422.011230
	Iteration 22Q: 3 clusters Score -4802115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -4802145.000000 Penalty: 3422.011230
	Iteration 23Q: 3 clusters Score -4802145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -4802172.500000 Penalty: 3422.011230
	Iteration 24Q: 3 clusters Score -4802172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4802201.500000 Penalty: 3422.011230
	Iteration 25Q: 3 clusters Score -4802202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4802223.500000 Penalty: 3422.011230
	Iteration 26Q: 3 clusters Score -4802224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4802238.500000 Penalty: 3422.011230
	Iteration 27Q: 3 clusters Score -4802238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -4802264.000000 Penalty: 3422.011230
	Iteration 28Q: 3 clusters Score -4802264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -4802271.000000 Penalty: 3422.011230
	Iteration 29Q: 3 clusters Score -4802271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4802282.000000 Penalty: 3422.011230
	Iteration 30Q: 3 clusters Score -4802282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4802291.000000 Penalty: 3422.011230
	Iteration 31Q: 3 clusters Score -4802291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -4802293.500000 Penalty: 3422.011230
	Iteration 32Q: 3 clusters Score -4802294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -4802295.000000 Penalty: 3422.011230
	Iteration 33Q: 3 clusters Score -4802295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4802293.500000 Penalty: 3422.011230
	Iteration 34Q: 3 clusters Score -4802294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4802305.000000 Penalty: 3422.011230
	Iteration 35Q: 3 clusters Score -4802305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4802309.500000 Penalty: 3422.011230
	Iteration 36Q: 3 clusters Score -4802310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -4802310.500000 Penalty: 3422.011230
	Iteration 37Q: 3 clusters Score -4802310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4802312.000000 Penalty: 3422.011230
	Iteration 38Q: 3 clusters Score -4802312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4802315.000000 Penalty: 3422.011230
	Iteration 39Q: 3 clusters Score -4802315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -4802324.000000 Penalty: 3422.011230
	Iteration 40F: 3 clusters Score -4802324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -4802324.000000 Penalty: 3422.011230
	Iteration 41Q: 3 clusters Score -4802324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4802330.500000 Penalty: 3422.011230
	Iteration 42Q: 3 clusters Score -4802330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -4802339.000000 Penalty: 3422.011230
	Iteration 43Q: 3 clusters Score -4802339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4802334.500000 Penalty: 3422.011230
	Iteration 44Q: 3 clusters Score -4802334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4802344.500000 Penalty: 3422.011230
	Iteration 45Q: 3 clusters Score -4802344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4802346.500000 Penalty: 3422.011230
	Iteration 46Q: 3 clusters Score -4802346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4802345.500000 Penalty: 3422.011230
	Iteration 47Q: 3 clusters Score -4802346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4802345.500000 Penalty: 3422.011230
	Iteration 48F: 3 clusters Score -4802346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -59795.859375 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -59795.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58681.535156 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -58681.54 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58860.675781 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -58860.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58904.312500 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -58904.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58916.515625 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -58916.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58918.500000 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -58918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58918.500000 Penalty: 2058.892578
	Iteration 5F: 3 clusters Score -58918.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -307440.687500 Penalty: 1267.193359
	Iteration 0F: 2 clusters Score -307440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -305026.968750 Penalty: 2534.386719
	Iteration 0F: 3 clusters Score -305027 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -305551.625000 Penalty: 2534.386719
	Iteration 1F: 3 clusters Score -305551.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -305688.718750 Penalty: 2534.386719
	Iteration 2F: 3 clusters Score -305688.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -305776.531250 Penalty: 2534.386719
	Iteration 3F: 3 clusters Score -305776.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -305844.500000 Penalty: 2534.386719
	Iteration 4Q: 3 clusters Score -305844.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -305892.156250 Penalty: 2534.386719
	Iteration 5Q: 3 clusters Score -305892.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -305928.875000 Penalty: 2534.386719
	Iteration 6Q: 3 clusters Score -305928.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -305957.968750 Penalty: 2534.386719
	Iteration 7Q: 3 clusters Score -305958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -305980.468750 Penalty: 2534.386719
	Iteration 8Q: 3 clusters Score -305980.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -306000.531250 Penalty: 2534.386719
	Iteration 9Q: 3 clusters Score -306000.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -306019.000000 Penalty: 2534.386719
	Iteration 10Q: 3 clusters Score -306019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -306035.000000 Penalty: 2534.386719
	Iteration 11Q: 3 clusters Score -306035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -306046.812500 Penalty: 2534.386719
	Iteration 12Q: 3 clusters Score -306046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -306058.250000 Penalty: 2534.386719
	Iteration 13Q: 3 clusters Score -306058.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -306071.093750 Penalty: 2534.386719
	Iteration 14Q: 3 clusters Score -306071.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -306080.125000 Penalty: 2534.386719
	Iteration 15Q: 3 clusters Score -306080.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -306092.093750 Penalty: 2534.386719
	Iteration 16Q: 3 clusters Score -306092.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -306102.531250 Penalty: 2534.386719
	Iteration 17Q: 3 clusters Score -306102.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -306113.125000 Penalty: 2534.386719
	Iteration 18Q: 3 clusters Score -306113.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -306124.156250 Penalty: 2534.386719
	Iteration 19Q: 3 clusters Score -306124.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -306131.031250 Penalty: 2534.386719
	Iteration 20F: 3 clusters Score -306131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -306137.500000 Penalty: 2534.386719
	Iteration 21Q: 3 clusters Score -306137.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -306145.093750 Penalty: 2534.386719
	Iteration 22Q: 3 clusters Score -306145.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -306153.687500 Penalty: 2534.386719
	Iteration 23Q: 3 clusters Score -306153.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -306162.593750 Penalty: 2534.386719
	Iteration 24Q: 3 clusters Score -306162.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -306170.343750 Penalty: 2534.386719
	Iteration 25Q: 3 clusters Score -306170.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -306176.343750 Penalty: 2534.386719
	Iteration 26Q: 3 clusters Score -306176.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -306180.218750 Penalty: 2534.386719
	Iteration 27Q: 3 clusters Score -306180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -306183.250000 Penalty: 2534.386719
	Iteration 28Q: 3 clusters Score -306183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -306188.687500 Penalty: 2534.386719
	Iteration 29Q: 3 clusters Score -306188.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -306194.843750 Penalty: 2534.386719
	Iteration 30Q: 3 clusters Score -306194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -306202.281250 Penalty: 2534.386719
	Iteration 31Q: 3 clusters Score -306202.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -306209.562500 Penalty: 2534.386719
	Iteration 32Q: 3 clusters Score -306209.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -306213.968750 Penalty: 2534.386719
	Iteration 33Q: 3 clusters Score -306214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -306217.812500 Penalty: 2534.386719
	Iteration 34Q: 3 clusters Score -306217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -306221.375000 Penalty: 2534.386719
	Iteration 35Q: 3 clusters Score -306221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -306223.093750 Penalty: 2534.386719
	Iteration 36Q: 3 clusters Score -306223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -306224.156250 Penalty: 2534.386719
	Iteration 37Q: 3 clusters Score -306224.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -306225.812500 Penalty: 2534.386719
	Iteration 38Q: 3 clusters Score -306225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -306228.156250 Penalty: 2534.386719
	Iteration 39Q: 3 clusters Score -306228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -306230.406250 Penalty: 2534.386719
	Iteration 40F: 3 clusters Score -306230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -306232.437500 Penalty: 2534.386719
	Iteration 41Q: 3 clusters Score -306232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -306233.781250 Penalty: 2534.386719
	Iteration 42Q: 3 clusters Score -306233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -306234.656250 Penalty: 2534.386719
	Iteration 43Q: 3 clusters Score -306234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -306236.531250 Penalty: 2534.386719
	Iteration 44Q: 3 clusters Score -306236.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -306236.531250 Penalty: 2534.386719
	Iteration 45F: 3 clusters Score -306236.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -32110.830078 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -32110.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31265.871094 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -31265.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31449.056641 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -31449.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31529.533203 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -31529.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31587.367188 Penalty: 1876.729248
	Iteration 3F: 3 clusters Score -31587.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31625.677734 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -31625.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31643.939453 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -31643.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31649.369141 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -31649.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31657.187500 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -31657.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31660.214844 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -31660.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31660.214844 Penalty: 1876.729248
	Iteration 9F: 3 clusters Score -31660.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -246391.015625 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -246391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244295.484375 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -244295.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -244690.953125 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -244691 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -244833.265625 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -244833.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -244966.062500 Penalty: 2471.428711
	Iteration 3F: 3 clusters Score -244966.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -245140.453125 Penalty: 2471.428711
	Iteration 4F: 3 clusters Score -245140.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -245284.609375 Penalty: 2471.428711
	Iteration 5F: 3 clusters Score -245284.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -245386.906250 Penalty: 2471.428711
	Iteration 6F: 3 clusters Score -245386.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -245462.812500 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -245462.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -245527.843750 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -245527.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -245570.421875 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -245570.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -245607.593750 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -245607.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -245633.000000 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -245633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -245654.625000 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -245654.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -245672.968750 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -245673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -245683.718750 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -245683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -245691.687500 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -245691.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -245698.843750 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -245698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -245702.531250 Penalty: 2471.428711
	Iteration 17Q: 3 clusters Score -245702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -245705.578125 Penalty: 2471.428711
	Iteration 18Q: 3 clusters Score -245705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -245706.421875 Penalty: 2471.428711
	Iteration 19Q: 3 clusters Score -245706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -245707.796875 Penalty: 2471.428711
	Iteration 20F: 3 clusters Score -245707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -52635.750000 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -52635.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51707.910156 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -51707.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51819.660156 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -51819.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51841.011719 Penalty: 1881.737183
	Iteration 2Q: 3 clusters Score -51841.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51855.925781 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -51855.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51856.847656 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -51856.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51856.847656 Penalty: 1881.737183
	Iteration 5F: 3 clusters Score -51856.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -26038.460938 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -26038.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25231.507812 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -25231.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25338.603516 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -25338.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25375.072266 Penalty: 1838.197388
	Iteration 2Q: 3 clusters Score -25375.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25397.498047 Penalty: 1838.197388
	Iteration 3Q: 3 clusters Score -25397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25422.031250 Penalty: 1838.197388
	Iteration 4Q: 3 clusters Score -25422.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25438.591797 Penalty: 1838.197388
	Iteration 5Q: 3 clusters Score -25438.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25442.318359 Penalty: 1838.197388
	Iteration 6Q: 3 clusters Score -25442.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25442.318359 Penalty: 1838.197388
	Iteration 7F: 3 clusters Score -25442.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Entering Unmasked Estep 
Score: -9294105.000000 Penalty: 1820.185669
	Iteration 0F: 2 clusters Score -9294105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -9245275.000000 Penalty: 3640.371338
	Iteration 0F: 3 clusters Score -9245275 nChanged 34827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -9265266.000000 Penalty: 3640.371338
	Iteration 1F: 3 clusters Score -9265266 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -9266037.000000 Penalty: 3640.371338
	Iteration 2Q: 3 clusters Score -9266037 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -9266965.000000 Penalty: 3640.371338
	Iteration 3Q: 3 clusters Score -9266965 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -9268353.000000 Penalty: 3640.371338
	Iteration 4Q: 3 clusters Score -9268353 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -9270373.000000 Penalty: 3640.371338
	Iteration 5F: 3 clusters Score -9270373 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -9273364.000000 Penalty: 3640.371338
	Iteration 6F: 3 clusters Score -9273364 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -9277724.000000 Penalty: 3640.371338
	Iteration 7F: 3 clusters Score -9277724 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -9282988.000000 Penalty: 3640.371338
	Iteration 8F: 3 clusters Score -9282988 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -9287580.000000 Penalty: 3640.371338
	Iteration 9F: 3 clusters Score -9287580 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -9290322.000000 Penalty: 3640.371338
	Iteration 10Q: 3 clusters Score -9290322 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -9291564.000000 Penalty: 3640.371338
	Iteration 11Q: 3 clusters Score -9291564 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -9292119.000000 Penalty: 3640.371338
	Iteration 12Q: 3 clusters Score -9292119 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -9292311.000000 Penalty: 3640.371338
	Iteration 13Q: 3 clusters Score -9292311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -9292434.000000 Penalty: 3640.371338
	Iteration 14Q: 3 clusters Score -9292434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -9292495.000000 Penalty: 3640.371338
	Iteration 15Q: 3 clusters Score -9292495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -9292519.000000 Penalty: 3640.371338
	Iteration 16Q: 3 clusters Score -9292519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -9292540.000000 Penalty: 3640.371338
	Iteration 17Q: 3 clusters Score -9292540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -9292566.000000 Penalty: 3640.371338
	Iteration 18Q: 3 clusters Score -9292566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -9292584.000000 Penalty: 3640.371338
	Iteration 19Q: 3 clusters Score -9292584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -9292597.000000 Penalty: 3640.371338
	Iteration 20F: 3 clusters Score -9292597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -9292604.000000 Penalty: 3640.371338
	Iteration 21Q: 3 clusters Score -9292604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -9292622.000000 Penalty: 3640.371338
	Iteration 22Q: 3 clusters Score -9292622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -9292653.000000 Penalty: 3640.371338
	Iteration 23Q: 3 clusters Score -9292653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -9292663.000000 Penalty: 3640.371338
	Iteration 24Q: 3 clusters Score -9292663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -9292690.000000 Penalty: 3640.371338
	Iteration 25Q: 3 clusters Score -9292690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -9292704.000000 Penalty: 3640.371338
	Iteration 26Q: 3 clusters Score -9292704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -9292696.000000 Penalty: 3640.371338
	Iteration 27Q: 3 clusters Score -9292696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -9292704.000000 Penalty: 3640.371338
	Iteration 28Q: 3 clusters Score -9292704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -9292700.000000 Penalty: 3640.371338
	Iteration 29Q: 3 clusters Score -9292700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -9292709.000000 Penalty: 3640.371338
	Iteration 30Q: 3 clusters Score -9292709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -9292710.000000 Penalty: 3640.371338
	Iteration 31Q: 3 clusters Score -9292710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -9292715.000000 Penalty: 3640.371338
	Iteration 32Q: 3 clusters Score -9292715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -9292712.000000 Penalty: 3640.371338
	Iteration 33Q: 3 clusters Score -9292712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -9292720.000000 Penalty: 3640.371338
	Iteration 34Q: 3 clusters Score -9292720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -9292720.000000 Penalty: 3640.371338
	Iteration 35Q: 3 clusters Score -9292720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -9292720.000000 Penalty: 3640.371338
	Iteration 36Q: 3 clusters Score -9292720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -9292721.000000 Penalty: 3640.371338
	Iteration 37Q: 3 clusters Score -9292721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -9292722.000000 Penalty: 3640.371338
	Iteration 38Q: 3 clusters Score -9292722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -9292721.000000 Penalty: 3640.371338
	Iteration 39Q: 3 clusters Score -9292721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -9292721.000000 Penalty: 3640.371338
	Iteration 40F: 3 clusters Score -9292721 nChanged 0
--- Evaluating fit on full set of 1737627 points ---
Entering Unmasked Estep 
Score: -218804576.000000 Penalty: 44361.292969
23->20 Clusters: Score -218804576.000000, best is -219140384.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 579209 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 24990 members 
Mstep: Class 3 contains 25103 members 
Mstep: Class 4 contains 25169 members 
Mstep: Class 5 contains 25175 members 
Mstep: Class 6 contains 25044 members 
Mstep: Class 7 contains 25111 members 
Mstep: Class 8 contains 24914 members 
Mstep: Class 9 contains 25398 members 
Mstep: Class 10 contains 24837 members 
Mstep: Class 11 contains 25226 members 
Mstep: Class 12 contains 25070 members 
Mstep: Class 13 contains 25575 members 
Mstep: Class 14 contains 25441 members 
Mstep: Class 15 contains 25415 members 
Mstep: Class 16 contains 25269 members 
Mstep: Class 17 contains 25281 members 
Mstep: Class 18 contains 25165 members 
Mstep: Class 19 contains 25523 members 
Mstep: Class 20 contains 25045 members 
Mstep: Class 21 contains 24916 members 
Mstep: Class 22 contains 25357 members 
Mstep: Class 23 contains 24913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 579.379822 but Gain 2156.281250
Score: -69400440.000000 Penalty: 47438.171875
Iteration 0F: 23 clusters Score -6.940044e+07 nChanged 553790
Entering Unmasked Mstep 
Mstep: Class 0 contains 900 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 172961 members 
Mstep: Class 5 contains 55969 members 
Mstep: Class 6 contains 4340 members 
Mstep: Class 7 contains 62145 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 10581 members 
Mstep: Class 11 contains 42624 members 
Mstep: Class 12 contains 3876 members 
Mstep: Class 13 contains 63462 members 
Mstep: Class 14 contains 10281 members 
Mstep: Class 15 contains 9243 members 
Mstep: Class 16 contains 21250 members 
Mstep: Class 17 contains 5291 members 
Mstep: Class 18 contains 23376 members 
Mstep: Class 19 contains 30388 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 5795 members 
Mstep: Class 23 contains 41157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 838.554688 but Gain 2156.281250
Score: -72027912.000000 Penalty: 45281.890625
Iteration 1F: 22 clusters Score -7.202791e+07 nChanged 157843
Entering Unmasked Mstep 
Mstep: Class 0 contains 674 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 202301 members 
Mstep: Class 5 contains 69074 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 67576 members 
Mstep: Class 9 contains 4550 members 
Mstep: Class 10 contains 5396 members 
Mstep: Class 11 contains 37783 members 
Mstep: Class 12 contains 3899 members 
Mstep: Class 13 contains 66544 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 6106 members 
Mstep: Class 16 contains 17853 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 15746 members 
Mstep: Class 19 contains 23538 members 
Mstep: Class 20 contains 1815 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 3231 members 
Mstep: Class 23 contains 37361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1659.345215 but Gain 2156.281250
Score: -72148816.000000 Penalty: 43125.609375
Iteration 2F: 21 clusters Score -7.214882e+07 nChanged 118755
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 185732 members 
Mstep: Class 5 contains 93562 members 
Mstep: Class 6 contains 1822 members 
Mstep: Class 7 contains 76373 members 
Mstep: Class 9 contains 3774 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 33002 members 
Mstep: Class 12 contains 4065 members 
Mstep: Class 13 contains 68247 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 5193 members 
Mstep: Class 16 contains 19181 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 12474 members 
Mstep: Class 19 contains 22531 members 
Mstep: Class 20 contains 1705 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 34142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1686.079712 but Gain 2156.277344
Score: -72294768.000000 Penalty: 40969.332031
Iteration 3F: 20 clusters Score -7.229477e+07 nChanged 103133
Entering Unmasked Mstep 
Mstep: Class 0 contains 390 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 170649 members 
Mstep: Class 5 contains 116586 members 
Mstep: Class 7 contains 89922 members 
Mstep: Class 9 contains 3248 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 27397 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 63046 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 4559 members 
Mstep: Class 16 contains 20545 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 22867 members 
Mstep: Class 20 contains 1823 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 30365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1386.147461 but Gain 2156.281250
Score: -72410800.000000 Penalty: 38813.050781
Iteration 4F: 19 clusters Score -7.24108e+07 nChanged 92340
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 2 contains 862 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 155277 members 
Mstep: Class 5 contains 130778 members 
Mstep: Class 7 contains 110985 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 1561 members 
Mstep: Class 11 contains 22387 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 58133 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 3915 members 
Mstep: Class 16 contains 21886 members 
Mstep: Class 17 contains 1752 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 24057 members 
Mstep: Class 20 contains 1794 members 
Mstep: Class 23 contains 26053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 930.375366 but Gain 2156.281250
Score: -72492672.000000 Penalty: 36656.769531
Iteration 5F: 18 clusters Score -7.249267e+07 nChanged 81008
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 141785 members 
Mstep: Class 5 contains 133281 members 
Mstep: Class 7 contains 138941 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 11 contains 17630 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 54593 members 
Mstep: Class 14 contains 4171 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 23187 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 5860 members 
Mstep: Class 19 contains 25724 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 23 contains 21130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1255.234009 but Gain 2156.281250
Score: -72537040.000000 Penalty: 34500.488281
Iteration 6F: 17 clusters Score -7.253704e+07 nChanged 74415
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 128085 members 
Mstep: Class 5 contains 131380 members 
Mstep: Class 7 contains 165788 members 
Mstep: Class 11 contains 14467 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 51443 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 23956 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 28961 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 23 contains 16992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1609.327637 but Gain 2156.279297
Score: -72550296.000000 Penalty: 32344.208984
Iteration 7F: 16 clusters Score -7.25503e+07 nChanged 59413
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 2 contains 722 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 120314 members 
Mstep: Class 5 contains 130205 members 
Mstep: Class 7 contains 176158 members 
Mstep: Class 11 contains 13363 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 52140 members 
Mstep: Class 14 contains 3376 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 18 contains 2982 members 
Mstep: Class 19 contains 34010 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 23 contains 13655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1854.456055 but Gain 2156.281250
Score: -72568328.000000 Penalty: 30187.927734
Iteration 8F: 15 clusters Score -7.256833e+07 nChanged 43449
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 118526 members 
Mstep: Class 5 contains 127885 members 
Mstep: Class 7 contains 177834 members 
Mstep: Class 11 contains 12956 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 55342 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 16 contains 24158 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 39222 members 
Mstep: Class 23 contains 10313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72589736.000000 Penalty: 30187.927734
Iteration 9F: 15 clusters Score -7.258974e+07 nChanged 34008
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 117654 members 
Mstep: Class 5 contains 124683 members 
Mstep: Class 7 contains 176375 members 
Mstep: Class 11 contains 12962 members 
Mstep: Class 12 contains 3153 members 
Mstep: Class 13 contains 60107 members 
Mstep: Class 14 contains 3456 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 23644 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 43546 members 
Mstep: Class 23 contains 7471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72611800.000000 Penalty: 30187.927734
Iteration 10F: 15 clusters Score -7.26118e+07 nChanged 29145
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 116331 members 
Mstep: Class 5 contains 120932 members 
Mstep: Class 7 contains 173855 members 
Mstep: Class 11 contains 13148 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 66230 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 23132 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 47243 members 
Mstep: Class 23 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72637032.000000 Penalty: 30187.927734
Iteration 11F: 15 clusters Score -7.263703e+07 nChanged 26456
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 114476 members 
Mstep: Class 5 contains 117456 members 
Mstep: Class 7 contains 170094 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 73206 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 22599 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 50430 members 
Mstep: Class 23 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72660616.000000 Penalty: 30187.927734
Iteration 12Q: 15 clusters Score -7.266062e+07 nChanged 23185
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 112429 members 
Mstep: Class 5 contains 114977 members 
Mstep: Class 7 contains 164626 members 
Mstep: Class 11 contains 14305 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 80736 members 
Mstep: Class 14 contains 3984 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 16 contains 22148 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 53168 members 
Mstep: Class 23 contains 3557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72681568.000000 Penalty: 30187.927734
Iteration 13Q: 15 clusters Score -7.268157e+07 nChanged 20152
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 110234 members 
Mstep: Class 5 contains 113440 members 
Mstep: Class 7 contains 158387 members 
Mstep: Class 11 contains 15116 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 88460 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 16 contains 21751 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 55409 members 
Mstep: Class 23 contains 3057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72699104.000000 Penalty: 30187.927734
Iteration 14Q: 15 clusters Score -7.26991e+07 nChanged 17400
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 108050 members 
Mstep: Class 5 contains 112496 members 
Mstep: Class 7 contains 152121 members 
Mstep: Class 11 contains 16032 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 95901 members 
Mstep: Class 14 contains 3938 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 21444 members 
Mstep: Class 18 contains 1897 members 
Mstep: Class 19 contains 57013 members 
Mstep: Class 23 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72712960.000000 Penalty: 30187.927734
Iteration 15Q: 15 clusters Score -7.271296e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 105690 members 
Mstep: Class 5 contains 111856 members 
Mstep: Class 7 contains 146797 members 
Mstep: Class 11 contains 17129 members 
Mstep: Class 12 contains 3051 members 
Mstep: Class 13 contains 102452 members 
Mstep: Class 14 contains 3834 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 21263 members 
Mstep: Class 18 contains 2072 members 
Mstep: Class 19 contains 58104 members 
Mstep: Class 23 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72723712.000000 Penalty: 30187.927734
Iteration 16Q: 15 clusters Score -7.272371e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 103971 members 
Mstep: Class 5 contains 111356 members 
Mstep: Class 7 contains 142351 members 
Mstep: Class 11 contains 18299 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 107858 members 
Mstep: Class 14 contains 3705 members 
Mstep: Class 15 contains 2441 members 
Mstep: Class 16 contains 21141 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 58509 members 
Mstep: Class 23 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72731688.000000 Penalty: 30187.927734
Iteration 17Q: 15 clusters Score -7.273169e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 102755 members 
Mstep: Class 5 contains 110990 members 
Mstep: Class 7 contains 138587 members 
Mstep: Class 11 contains 19638 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 112192 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 15 contains 2510 members 
Mstep: Class 16 contains 21009 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 58446 members 
Mstep: Class 23 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72737520.000000 Penalty: 30187.927734
Iteration 18Q: 15 clusters Score -7.273752e+07 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 2 contains 605 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 101954 members 
Mstep: Class 5 contains 110705 members 
Mstep: Class 7 contains 135899 members 
Mstep: Class 11 contains 21224 members 
Mstep: Class 12 contains 2990 members 
Mstep: Class 13 contains 114461 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 20858 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 58552 members 
Mstep: Class 23 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72741048.000000 Penalty: 30187.927734
Iteration 19Q: 15 clusters Score -7.274105e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 2 contains 605 members 
Mstep: Class 3 contains 1332 members 
Mstep: Class 4 contains 101736 members 
Mstep: Class 5 contains 110460 members 
Mstep: Class 7 contains 133766 members 
Mstep: Class 11 contains 23057 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 115258 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 20705 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 58752 members 
Mstep: Class 23 contains 1793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72744344.000000 Penalty: 30187.927734
Iteration 20F: 15 clusters Score -7.274434e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 4 contains 101754 members 
Mstep: Class 5 contains 110240 members 
Mstep: Class 7 contains 131912 members 
Mstep: Class 11 contains 25193 members 
Mstep: Class 12 contains 2986 members 
Mstep: Class 13 contains 115204 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 20550 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 58894 members 
Mstep: Class 23 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72747816.000000 Penalty: 30187.927734
Iteration 21Q: 15 clusters Score -7.274782e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 102056 members 
Mstep: Class 5 contains 110072 members 
Mstep: Class 7 contains 130235 members 
Mstep: Class 11 contains 27418 members 
Mstep: Class 12 contains 2979 members 
Mstep: Class 13 contains 114531 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 20420 members 
Mstep: Class 18 contains 2723 members 
Mstep: Class 19 contains 58975 members 
Mstep: Class 23 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72751392.000000 Penalty: 30187.927734
Iteration 22Q: 15 clusters Score -7.275139e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 102474 members 
Mstep: Class 5 contains 109983 members 
Mstep: Class 7 contains 128687 members 
Mstep: Class 11 contains 29791 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 113425 members 
Mstep: Class 14 contains 3059 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 20321 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 59036 members 
Mstep: Class 23 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2084.524658 but Gain 2156.281250
Score: -72754752.000000 Penalty: 28031.646484
Iteration 23Q: 14 clusters Score -7.275475e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 605 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 103160 members 
Mstep: Class 5 contains 109923 members 
Mstep: Class 7 contains 127524 members 
Mstep: Class 11 contains 32464 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 112781 members 
Mstep: Class 14 contains 3011 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 20221 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 59082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72758960.000000 Penalty: 28031.646484
Iteration 24Q: 14 clusters Score -7.275896e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 103376 members 
Mstep: Class 5 contains 109863 members 
Mstep: Class 7 contains 126074 members 
Mstep: Class 11 contains 35176 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 111669 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 3141 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 58862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72761448.000000 Penalty: 28031.646484
Iteration 25Q: 14 clusters Score -7.276145e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 103493 members 
Mstep: Class 5 contains 109818 members 
Mstep: Class 7 contains 124700 members 
Mstep: Class 11 contains 37860 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 110665 members 
Mstep: Class 14 contains 2864 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 19991 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 58552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72763944.000000 Penalty: 28031.646484
Iteration 26Q: 14 clusters Score -7.276394e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 103522 members 
Mstep: Class 5 contains 109802 members 
Mstep: Class 7 contains 123325 members 
Mstep: Class 11 contains 40598 members 
Mstep: Class 12 contains 2931 members 
Mstep: Class 13 contains 109747 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 19883 members 
Mstep: Class 18 contains 3008 members 
Mstep: Class 19 contains 58188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72765912.000000 Penalty: 28031.646484
Iteration 27Q: 14 clusters Score -7.276591e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 103409 members 
Mstep: Class 5 contains 109793 members 
Mstep: Class 7 contains 121967 members 
Mstep: Class 11 contains 43430 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 108928 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 19796 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 57764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72768200.000000 Penalty: 28031.646484
Iteration 28Q: 14 clusters Score -7.27682e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 103296 members 
Mstep: Class 5 contains 109777 members 
Mstep: Class 7 contains 120603 members 
Mstep: Class 11 contains 46375 members 
Mstep: Class 12 contains 2901 members 
Mstep: Class 13 contains 108028 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 19715 members 
Mstep: Class 18 contains 3097 members 
Mstep: Class 19 contains 57307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72770320.000000 Penalty: 28031.646484
Iteration 29Q: 14 clusters Score -7.277032e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 103166 members 
Mstep: Class 5 contains 109772 members 
Mstep: Class 7 contains 119237 members 
Mstep: Class 11 contains 49295 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 107180 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 19617 members 
Mstep: Class 18 contains 3124 members 
Mstep: Class 19 contains 56861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72772352.000000 Penalty: 28031.646484
Iteration 30Q: 14 clusters Score -7.277235e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 103026 members 
Mstep: Class 5 contains 109760 members 
Mstep: Class 7 contains 117891 members 
Mstep: Class 11 contains 52243 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 106304 members 
Mstep: Class 14 contains 2577 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 16 contains 19544 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 56385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72773632.000000 Penalty: 28031.646484
Iteration 31Q: 14 clusters Score -7.277363e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 102918 members 
Mstep: Class 5 contains 109769 members 
Mstep: Class 7 contains 116590 members 
Mstep: Class 11 contains 55272 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 105308 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 16 contains 19462 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 55868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72775168.000000 Penalty: 28031.646484
Iteration 32Q: 14 clusters Score -7.277517e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 102752 members 
Mstep: Class 5 contains 109804 members 
Mstep: Class 7 contains 115403 members 
Mstep: Class 11 contains 58161 members 
Mstep: Class 12 contains 2837 members 
Mstep: Class 13 contains 104316 members 
Mstep: Class 14 contains 2488 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 16 contains 19391 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 55407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72776512.000000 Penalty: 28031.646484
Iteration 33Q: 14 clusters Score -7.277651e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 102548 members 
Mstep: Class 5 contains 109825 members 
Mstep: Class 7 contains 114368 members 
Mstep: Class 11 contains 61018 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 103226 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 19328 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 19 contains 54941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72777936.000000 Penalty: 28031.646484
Iteration 34Q: 14 clusters Score -7.277794e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 102349 members 
Mstep: Class 5 contains 109879 members 
Mstep: Class 7 contains 113478 members 
Mstep: Class 11 contains 63640 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 102150 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 19275 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 54497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72779184.000000 Penalty: 28031.646484
Iteration 35Q: 14 clusters Score -7.277918e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 102232 members 
Mstep: Class 5 contains 109901 members 
Mstep: Class 7 contains 112719 members 
Mstep: Class 11 contains 66114 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 100983 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 19260 members 
Mstep: Class 18 contains 3236 members 
Mstep: Class 19 contains 54086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72780296.000000 Penalty: 28031.646484
Iteration 36Q: 14 clusters Score -7.27803e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 102150 members 
Mstep: Class 5 contains 109920 members 
Mstep: Class 7 contains 112015 members 
Mstep: Class 11 contains 68429 members 
Mstep: Class 12 contains 2759 members 
Mstep: Class 13 contains 99830 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 3252 members 
Mstep: Class 16 contains 19241 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 53725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72781032.000000 Penalty: 28031.646484
Iteration 37Q: 14 clusters Score -7.278103e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 102146 members 
Mstep: Class 5 contains 109939 members 
Mstep: Class 7 contains 111292 members 
Mstep: Class 11 contains 70691 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 98618 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 19184 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 53435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72781976.000000 Penalty: 28031.646484
Iteration 38Q: 14 clusters Score -7.278198e+07 nChanged 5356
Entering ConstructFrom: 
Score: -72781976.000000 Penalty: 28031.646484
Entering ConstructFrom: 
Trying to split cluster 2 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -36143.371094 Penalty: 1037.594116
	Iteration 0F: 2 clusters Score -36143.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35477.531250 Penalty: 2075.188232
	Iteration 0F: 3 clusters Score -35477.53 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36656.160156 Penalty: 2075.188232
	Iteration 1F: 3 clusters Score -36656.16 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37479.542969 Penalty: 2075.188232
	Iteration 2F: 3 clusters Score -37479.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37903.910156 Penalty: 2075.188232
	Iteration 3F: 3 clusters Score -37903.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38009.449219 Penalty: 2075.188232
	Iteration 4Q: 3 clusters Score -38009.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38094.128906 Penalty: 2075.188232
	Iteration 5Q: 3 clusters Score -38094.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38104.746094 Penalty: 2075.188232
	Iteration 6Q: 3 clusters Score -38104.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38116.828125 Penalty: 2075.188232
	Iteration 7Q: 3 clusters Score -38116.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38120.710938 Penalty: 2075.188232
	Iteration 8Q: 3 clusters Score -38120.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38124.105469 Penalty: 2075.188232
	Iteration 9Q: 3 clusters Score -38124.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38126.082031 Penalty: 2075.188232
	Iteration 10Q: 3 clusters Score -38126.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38126.082031 Penalty: 2075.188232
	Iteration 11F: 3 clusters Score -38126.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 102213 members 
Mstep: Class 5 contains 109937 members 
Mstep: Class 7 contains 110590 members 
Mstep: Class 11 contains 72897 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 97362 members 
Mstep: Class 14 contains 2512 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 19120 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 53165 members 
Entering Unmasked Estep 
Score: -72783312.000000 Penalty: 30187.927734
Splitting cluster 2 changes total score from -72781976.000000 to -72783312.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -134260.125000 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -134260.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132914.062500 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -132914.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135283.609375 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -135283.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136618.718750 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -136618.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136905.187500 Penalty: 2350.168213
	Iteration 3F: 3 clusters Score -136905.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -136959.765625 Penalty: 2350.168213
	Iteration 4Q: 3 clusters Score -136959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -136970.218750 Penalty: 2350.168213
	Iteration 5Q: 3 clusters Score -136970.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -136981.984375 Penalty: 2350.168213
	Iteration 6Q: 3 clusters Score -136982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -136986.281250 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -136986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -136987.046875 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -136987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -136987.046875 Penalty: 2350.168213
	Iteration 9F: 3 clusters Score -136987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 102213 members 
Mstep: Class 5 contains 109937 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 110590 members 
Mstep: Class 11 contains 72897 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 97362 members 
Mstep: Class 14 contains 2512 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 19120 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 53165 members 
Entering Unmasked Estep 
Score: -72785040.000000 Penalty: 32344.208984
Splitting cluster 3 changes total score from -72781976.000000 to -72785040.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (102213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Entering Unmasked Estep 
Score: -13008841.000000 Penalty: 1874.407227
	Iteration 0F: 2 clusters Score -1.300884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -12941198.000000 Penalty: 3748.814453
	Iteration 0F: 3 clusters Score -1.29412e+07 nChanged 48904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -12969571.000000 Penalty: 3748.814453
	Iteration 1F: 3 clusters Score -1.296957e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -12970503.000000 Penalty: 3748.814453
	Iteration 2Q: 3 clusters Score -1.29705e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -12971657.000000 Penalty: 3748.814453
	Iteration 3Q: 3 clusters Score -1.297166e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -12973296.000000 Penalty: 3748.814453
	Iteration 4Q: 3 clusters Score -1.29733e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -12975568.000000 Penalty: 3748.814453
	Iteration 5Q: 3 clusters Score -1.297557e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -12978491.000000 Penalty: 3748.814453
	Iteration 6F: 3 clusters Score -1.297849e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -12982419.000000 Penalty: 3748.814453
	Iteration 7F: 3 clusters Score -1.298242e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -12986730.000000 Penalty: 3748.814453
	Iteration 8F: 3 clusters Score -1.298673e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -12990294.000000 Penalty: 3748.814453
	Iteration 9F: 3 clusters Score -1.299029e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -12992208.000000 Penalty: 3748.814453
	Iteration 10Q: 3 clusters Score -1.299221e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -12992911.000000 Penalty: 3748.814453
	Iteration 11Q: 3 clusters Score -1.299291e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -12993242.000000 Penalty: 3748.814453
	Iteration 12Q: 3 clusters Score -1.299324e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -12993449.000000 Penalty: 3748.814453
	Iteration 13Q: 3 clusters Score -1.299345e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
Score: -12993668.000000 Penalty: 3748.814453
	Iteration 14Q: 3 clusters Score -1.299367e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -12993900.000000 Penalty: 3748.814453
	Iteration 15Q: 3 clusters Score -1.29939e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -12994051.000000 Penalty: 3748.814453
	Iteration 16Q: 3 clusters Score -1.299405e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -12994208.000000 Penalty: 3748.814453
	Iteration 17Q: 3 clusters Score -1.299421e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -12994368.000000 Penalty: 3748.814453
	Iteration 18Q: 3 clusters Score -1.299437e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -12994589.000000 Penalty: 3748.814453
	Iteration 19Q: 3 clusters Score -1.299459e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -12994690.000000 Penalty: 3748.814453
	Iteration 20F: 3 clusters Score -1.299469e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -12994828.000000 Penalty: 3748.814453
	Iteration 21Q: 3 clusters Score -1.299483e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -12994967.000000 Penalty: 3748.814453
	Iteration 22Q: 3 clusters Score -1.299497e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -12995182.000000 Penalty: 3748.814453
	Iteration 23Q: 3 clusters Score -1.299518e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -12995337.000000 Penalty: 3748.814453
	Iteration 24Q: 3 clusters Score -1.299534e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -12995515.000000 Penalty: 3748.814453
	Iteration 25Q: 3 clusters Score -1.299552e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -12995641.000000 Penalty: 3748.814453
	Iteration 26Q: 3 clusters Score -1.299564e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -12995761.000000 Penalty: 3748.814453
	Iteration 27Q: 3 clusters Score -1.299576e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -12996000.000000 Penalty: 3748.814453
	Iteration 28Q: 3 clusters Score -1.2996e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -12996162.000000 Penalty: 3748.814453
	Iteration 29Q: 3 clusters Score -1.299616e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -12996320.000000 Penalty: 3748.814453
	Iteration 30Q: 3 clusters Score -1.299632e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -12996402.000000 Penalty: 3748.814453
	Iteration 31Q: 3 clusters Score -1.29964e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -12996589.000000 Penalty: 3748.814453
	Iteration 32Q: 3 clusters Score -1.299659e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -12996755.000000 Penalty: 3748.814453
	Iteration 33Q: 3 clusters Score -1.299676e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -12996881.000000 Penalty: 3748.814453
	Iteration 34Q: 3 clusters Score -1.299688e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -12997032.000000 Penalty: 3748.814453
	Iteration 35Q: 3 clusters Score -1.299703e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -12997191.000000 Penalty: 3748.814453
	Iteration 36Q: 3 clusters Score -1.299719e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -12997302.000000 Penalty: 3748.814453
	Iteration 37Q: 3 clusters Score -1.29973e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -12997516.000000 Penalty: 3748.814453
	Iteration 38Q: 3 clusters Score -1.299752e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -12997656.000000 Penalty: 3748.814453
	Iteration 39Q: 3 clusters Score -1.299766e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -12997808.000000 Penalty: 3748.814453
	Iteration 40F: 3 clusters Score -1.299781e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -12997914.000000 Penalty: 3748.814453
	Iteration 41Q: 3 clusters Score -1.299791e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -12998145.000000 Penalty: 3748.814453
	Iteration 42Q: 3 clusters Score -1.299814e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -12998254.000000 Penalty: 3748.814453
	Iteration 43Q: 3 clusters Score -1.299825e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -12998419.000000 Penalty: 3748.814453
	Iteration 44Q: 3 clusters Score -1.299842e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -12998623.000000 Penalty: 3748.814453
	Iteration 45Q: 3 clusters Score -1.299862e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -12998859.000000 Penalty: 3748.814453
	Iteration 46Q: 3 clusters Score -1.299886e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -12999080.000000 Penalty: 3748.814453
	Iteration 47Q: 3 clusters Score -1.299908e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -12999348.000000 Penalty: 3748.814453
	Iteration 48Q: 3 clusters Score -1.299935e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -12999585.000000 Penalty: 3748.814453
	Iteration 49Q: 3 clusters Score -1.299958e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -12999912.000000 Penalty: 3748.814453
	Iteration 50Q: 3 clusters Score -1.299991e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -13000279.000000 Penalty: 3748.814453
	Iteration 51Q: 3 clusters Score -1.300028e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 86273 members 
Entering Unmasked Estep 
Score: -13000706.000000 Penalty: 3748.814453
	Iteration 52Q: 3 clusters Score -1.300071e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -13001108.000000 Penalty: 3748.814453
	Iteration 53Q: 3 clusters Score -1.300111e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -13001629.000000 Penalty: 3748.814453
	Iteration 54Q: 3 clusters Score -1.300163e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -13002208.000000 Penalty: 3748.814453
	Iteration 55Q: 3 clusters Score -1.300221e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -13002785.000000 Penalty: 3748.814453
	Iteration 56Q: 3 clusters Score -1.300278e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -13003396.000000 Penalty: 3748.814453
	Iteration 57Q: 3 clusters Score -1.30034e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -13004052.000000 Penalty: 3748.814453
	Iteration 58Q: 3 clusters Score -1.300405e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -13004632.000000 Penalty: 3748.814453
	Iteration 59Q: 3 clusters Score -1.300463e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
Score: -13005225.000000 Penalty: 3748.814453
	Iteration 60F: 3 clusters Score -1.300522e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -13005707.000000 Penalty: 3748.814453
	Iteration 61Q: 3 clusters Score -1.300571e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -13006099.000000 Penalty: 3748.814453
	Iteration 62Q: 3 clusters Score -1.30061e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -13006420.000000 Penalty: 3748.814453
	Iteration 63Q: 3 clusters Score -1.300642e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -13006641.000000 Penalty: 3748.814453
	Iteration 64Q: 3 clusters Score -1.300664e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 99745 members 
Entering Unmasked Estep 
Score: -13006810.000000 Penalty: 3748.814453
	Iteration 65Q: 3 clusters Score -1.300681e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -13006916.000000 Penalty: 3748.814453
	Iteration 66Q: 3 clusters Score -1.300692e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -13006975.000000 Penalty: 3748.814453
	Iteration 67Q: 3 clusters Score -1.300698e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -13007022.000000 Penalty: 3748.814453
	Iteration 68Q: 3 clusters Score -1.300702e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -13007059.000000 Penalty: 3748.814453
	Iteration 69Q: 3 clusters Score -1.300706e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -13007097.000000 Penalty: 3748.814453
	Iteration 70Q: 3 clusters Score -1.30071e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 100659 members 
Entering Unmasked Estep 
Score: -13007135.000000 Penalty: 3748.814453
	Iteration 71Q: 3 clusters Score -1.300714e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -13007173.000000 Penalty: 3748.814453
	Iteration 72Q: 3 clusters Score -1.300717e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 100782 members 
Entering Unmasked Estep 
Score: -13007180.000000 Penalty: 3748.814453
	Iteration 73Q: 3 clusters Score -1.300718e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -13007169.000000 Penalty: 3748.814453
	Iteration 74Q: 3 clusters Score -1.300717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -13007186.000000 Penalty: 3748.814453
	Iteration 75Q: 3 clusters Score -1.300719e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -13007193.000000 Penalty: 3748.814453
	Iteration 76Q: 3 clusters Score -1.300719e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -13007202.000000 Penalty: 3748.814453
	Iteration 77Q: 3 clusters Score -1.30072e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -13007213.000000 Penalty: 3748.814453
	Iteration 78Q: 3 clusters Score -1.300721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -13007214.000000 Penalty: 3748.814453
	Iteration 79Q: 3 clusters Score -1.300721e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -13007231.000000 Penalty: 3748.814453
	Iteration 80F: 3 clusters Score -1.300723e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -13007243.000000 Penalty: 3748.814453
	Iteration 81Q: 3 clusters Score -1.300724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 101129 members 
Entering Unmasked Estep 
Score: -13007257.000000 Penalty: 3748.814453
	Iteration 82Q: 3 clusters Score -1.300726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -13007268.000000 Penalty: 3748.814453
	Iteration 83Q: 3 clusters Score -1.300727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -13007264.000000 Penalty: 3748.814453
	Iteration 84Q: 3 clusters Score -1.300726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -13007263.000000 Penalty: 3748.814453
	Iteration 85Q: 3 clusters Score -1.300726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -13007270.000000 Penalty: 3748.814453
	Iteration 86Q: 3 clusters Score -1.300727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -13007268.000000 Penalty: 3748.814453
	Iteration 87Q: 3 clusters Score -1.300727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -13007258.000000 Penalty: 3748.814453
	Iteration 88Q: 3 clusters Score -1.300726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -13007263.000000 Penalty: 3748.814453
	Iteration 89Q: 3 clusters Score -1.300726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -13007267.000000 Penalty: 3748.814453
	Iteration 90Q: 3 clusters Score -1.300727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -13007267.000000 Penalty: 3748.814453
	Iteration 91Q: 3 clusters Score -1.300727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -13007269.000000 Penalty: 3748.814453
	Iteration 92Q: 3 clusters Score -1.300727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -13007272.000000 Penalty: 3748.814453
	Iteration 93Q: 3 clusters Score -1.300727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -13007263.000000 Penalty: 3748.814453
	Iteration 94Q: 3 clusters Score -1.300726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 101221 members 
Entering Unmasked Estep 
Score: -13007273.000000 Penalty: 3748.814453
	Iteration 95Q: 3 clusters Score -1.300727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 101224 members 
Entering Unmasked Estep 
Score: -13007277.000000 Penalty: 3748.814453
	Iteration 96Q: 3 clusters Score -1.300728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -13007281.000000 Penalty: 3748.814453
	Iteration 97Q: 3 clusters Score -1.300728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -13007280.000000 Penalty: 3748.814453
	Iteration 98Q: 3 clusters Score -1.300728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -13007276.000000 Penalty: 3748.814453
	Iteration 99Q: 3 clusters Score -1.300728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -13007294.000000 Penalty: 3748.814453
	Iteration 100F: 3 clusters Score -1.300729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -13007292.000000 Penalty: 3748.814453
	Iteration 101Q: 3 clusters Score -1.300729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -13007291.000000 Penalty: 3748.814453
	Iteration 102Q: 3 clusters Score -1.300729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -13007292.000000 Penalty: 3748.814453
	Iteration 103Q: 3 clusters Score -1.300729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -13007289.000000 Penalty: 3748.814453
	Iteration 104Q: 3 clusters Score -1.300729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -13007287.000000 Penalty: 3748.814453
	Iteration 105Q: 3 clusters Score -1.300729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 101254 members 
Entering Unmasked Estep 
Score: -13007289.000000 Penalty: 3748.814453
	Iteration 106Q: 3 clusters Score -1.300729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 101254 members 
Entering Unmasked Estep 
Score: -13007289.000000 Penalty: 3748.814453
	Iteration 107F: 3 clusters Score -1.300729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109937 members 
Entering Unmasked Estep 
Score: -14238347.000000 Penalty: 1886.245239
	Iteration 0F: 2 clusters Score -1.423835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -14174027.000000 Penalty: 3772.490479
	Iteration 0F: 3 clusters Score -1.417403e+07 nChanged 52679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -14204799.000000 Penalty: 3772.490479
	Iteration 1F: 3 clusters Score -1.42048e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -14205524.000000 Penalty: 3772.490479
	Iteration 2Q: 3 clusters Score -1.420552e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -14206448.000000 Penalty: 3772.490479
	Iteration 3Q: 3 clusters Score -1.420645e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -14207666.000000 Penalty: 3772.490479
	Iteration 4Q: 3 clusters Score -1.420767e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -14209638.000000 Penalty: 3772.490479
	Iteration 5Q: 3 clusters Score -1.420964e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -14212792.000000 Penalty: 3772.490479
	Iteration 6F: 3 clusters Score -1.421279e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -14217049.000000 Penalty: 3772.490479
	Iteration 7F: 3 clusters Score -1.421705e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -14221941.000000 Penalty: 3772.490479
	Iteration 8F: 3 clusters Score -1.422194e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -14226197.000000 Penalty: 3772.490479
	Iteration 9F: 3 clusters Score -1.42262e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -14228806.000000 Penalty: 3772.490479
	Iteration 10Q: 3 clusters Score -1.422881e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -14230041.000000 Penalty: 3772.490479
	Iteration 11Q: 3 clusters Score -1.423004e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -14230703.000000 Penalty: 3772.490479
	Iteration 12Q: 3 clusters Score -1.42307e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -14230976.000000 Penalty: 3772.490479
	Iteration 13Q: 3 clusters Score -1.423098e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -14231326.000000 Penalty: 3772.490479
	Iteration 14Q: 3 clusters Score -1.423133e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97622 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -14231678.000000 Penalty: 3772.490479
	Iteration 15Q: 3 clusters Score -1.423168e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -14232003.000000 Penalty: 3772.490479
	Iteration 16Q: 3 clusters Score -1.4232e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -14232410.000000 Penalty: 3772.490479
	Iteration 17Q: 3 clusters Score -1.423241e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -14233028.000000 Penalty: 3772.490479
	Iteration 18Q: 3 clusters Score -1.423303e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102098 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -14233716.000000 Penalty: 3772.490479
	Iteration 19Q: 3 clusters Score -1.423372e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -14234234.000000 Penalty: 3772.490479
	Iteration 20F: 3 clusters Score -1.423423e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -14234624.000000 Penalty: 3772.490479
	Iteration 21Q: 3 clusters Score -1.423462e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -14235132.000000 Penalty: 3772.490479
	Iteration 22Q: 3 clusters Score -1.423513e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -14235495.000000 Penalty: 3772.490479
	Iteration 23Q: 3 clusters Score -1.42355e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106327 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -14235728.000000 Penalty: 3772.490479
	Iteration 24Q: 3 clusters Score -1.423573e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106932 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -14236039.000000 Penalty: 3772.490479
	Iteration 25Q: 3 clusters Score -1.423604e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -14236219.000000 Penalty: 3772.490479
	Iteration 26Q: 3 clusters Score -1.423622e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -14236353.000000 Penalty: 3772.490479
	Iteration 27Q: 3 clusters Score -1.423635e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108254 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -14236490.000000 Penalty: 3772.490479
	Iteration 28Q: 3 clusters Score -1.423649e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14236543.000000 Penalty: 3772.490479
	Iteration 29Q: 3 clusters Score -1.423654e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14236593.000000 Penalty: 3772.490479
	Iteration 30Q: 3 clusters Score -1.423659e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108979 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -14236672.000000 Penalty: 3772.490479
	Iteration 31Q: 3 clusters Score -1.423667e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14236728.000000 Penalty: 3772.490479
	Iteration 32Q: 3 clusters Score -1.423673e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -14236745.000000 Penalty: 3772.490479
	Iteration 33Q: 3 clusters Score -1.423674e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14236755.000000 Penalty: 3772.490479
	Iteration 34Q: 3 clusters Score -1.423676e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109349 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14236745.000000 Penalty: 3772.490479
	Iteration 35Q: 3 clusters Score -1.423674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14236755.000000 Penalty: 3772.490479
	Iteration 36Q: 3 clusters Score -1.423676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14236770.000000 Penalty: 3772.490479
	Iteration 37Q: 3 clusters Score -1.423677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -14236760.000000 Penalty: 3772.490479
	Iteration 38Q: 3 clusters Score -1.423676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -14236770.000000 Penalty: 3772.490479
	Iteration 39Q: 3 clusters Score -1.423677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -14236772.000000 Penalty: 3772.490479
	Iteration 40F: 3 clusters Score -1.423677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109472 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14236786.000000 Penalty: 3772.490479
	Iteration 41Q: 3 clusters Score -1.423679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14236783.000000 Penalty: 3772.490479
	Iteration 42Q: 3 clusters Score -1.423678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109479 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14236779.000000 Penalty: 3772.490479
	Iteration 43Q: 3 clusters Score -1.423678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109487 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -14236779.000000 Penalty: 3772.490479
	Iteration 44Q: 3 clusters Score -1.423678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14236791.000000 Penalty: 3772.490479
	Iteration 45Q: 3 clusters Score -1.423679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109496 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -14236794.000000 Penalty: 3772.490479
	Iteration 46Q: 3 clusters Score -1.423679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -14236801.000000 Penalty: 3772.490479
	Iteration 47Q: 3 clusters Score -1.42368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -14236795.000000 Penalty: 3772.490479
	Iteration 48Q: 3 clusters Score -1.42368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109507 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -14236799.000000 Penalty: 3772.490479
	Iteration 49Q: 3 clusters Score -1.42368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -14236806.000000 Penalty: 3772.490479
	Iteration 50Q: 3 clusters Score -1.423681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14236815.000000 Penalty: 3772.490479
	Iteration 51Q: 3 clusters Score -1.423682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14236812.000000 Penalty: 3772.490479
	Iteration 52Q: 3 clusters Score -1.423681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14236807.000000 Penalty: 3772.490479
	Iteration 53Q: 3 clusters Score -1.423681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109516 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14236808.000000 Penalty: 3772.490479
	Iteration 54Q: 3 clusters Score -1.423681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14236803.000000 Penalty: 3772.490479
	Iteration 55Q: 3 clusters Score -1.42368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109516 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14236808.000000 Penalty: 3772.490479
	Iteration 56Q: 3 clusters Score -1.423681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14236801.000000 Penalty: 3772.490479
	Iteration 57Q: 3 clusters Score -1.42368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14236798.000000 Penalty: 3772.490479
	Iteration 58Q: 3 clusters Score -1.42368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14236808.000000 Penalty: 3772.490479
	Iteration 59Q: 3 clusters Score -1.423681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -14236807.000000 Penalty: 3772.490479
	Iteration 60F: 3 clusters Score -1.423681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14236810.000000 Penalty: 3772.490479
	Iteration 61Q: 3 clusters Score -1.423681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14236822.000000 Penalty: 3772.490479
	Iteration 62Q: 3 clusters Score -1.423682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109526 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -14236814.000000 Penalty: 3772.490479
	Iteration 63Q: 3 clusters Score -1.423681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -14236815.000000 Penalty: 3772.490479
	Iteration 64Q: 3 clusters Score -1.423682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109531 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -14236821.000000 Penalty: 3772.490479
	Iteration 65Q: 3 clusters Score -1.423682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -14236814.000000 Penalty: 3772.490479
	Iteration 66Q: 3 clusters Score -1.423681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -14236813.000000 Penalty: 3772.490479
	Iteration 67Q: 3 clusters Score -1.423681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -14236813.000000 Penalty: 3772.490479
	Iteration 68F: 3 clusters Score -1.423681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (110590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110590 members 
Entering Unmasked Estep 
Score: -14095171.000000 Penalty: 1887.207520
	Iteration 0F: 2 clusters Score -1.409517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -14026154.000000 Penalty: 3774.415039
	Iteration 0F: 3 clusters Score -1.402615e+07 nChanged 53142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -14057013.000000 Penalty: 3774.415039
	Iteration 1F: 3 clusters Score -1.405701e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -14058002.000000 Penalty: 3774.415039
	Iteration 2Q: 3 clusters Score -1.4058e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -14059254.000000 Penalty: 3774.415039
	Iteration 3Q: 3 clusters Score -1.405925e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -14061219.000000 Penalty: 3774.415039
	Iteration 4Q: 3 clusters Score -1.406122e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -14064289.000000 Penalty: 3774.415039
	Iteration 5Q: 3 clusters Score -1.406429e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -14068552.000000 Penalty: 3774.415039
	Iteration 6F: 3 clusters Score -1.406855e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -14074064.000000 Penalty: 3774.415039
	Iteration 7F: 3 clusters Score -1.407406e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -14080030.000000 Penalty: 3774.415039
	Iteration 8F: 3 clusters Score -1.408003e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -14084046.000000 Penalty: 3774.415039
	Iteration 9F: 3 clusters Score -1.408405e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -14086207.000000 Penalty: 3774.415039
	Iteration 10Q: 3 clusters Score -1.408621e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -14087068.000000 Penalty: 3774.415039
	Iteration 11Q: 3 clusters Score -1.408707e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -14087551.000000 Penalty: 3774.415039
	Iteration 12Q: 3 clusters Score -1.408755e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -14088002.000000 Penalty: 3774.415039
	Iteration 13Q: 3 clusters Score -1.4088e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -14088294.000000 Penalty: 3774.415039
	Iteration 14Q: 3 clusters Score -1.408829e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -14088522.000000 Penalty: 3774.415039
	Iteration 15Q: 3 clusters Score -1.408852e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -14088824.000000 Penalty: 3774.415039
	Iteration 16Q: 3 clusters Score -1.408882e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -14089036.000000 Penalty: 3774.415039
	Iteration 17Q: 3 clusters Score -1.408904e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -14089202.000000 Penalty: 3774.415039
	Iteration 18Q: 3 clusters Score -1.40892e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -14089331.000000 Penalty: 3774.415039
	Iteration 19Q: 3 clusters Score -1.408933e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -14089448.000000 Penalty: 3774.415039
	Iteration 20F: 3 clusters Score -1.408945e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -14089587.000000 Penalty: 3774.415039
	Iteration 21Q: 3 clusters Score -1.408959e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -14089802.000000 Penalty: 3774.415039
	Iteration 22Q: 3 clusters Score -1.40898e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -14089898.000000 Penalty: 3774.415039
	Iteration 23Q: 3 clusters Score -1.40899e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -14090076.000000 Penalty: 3774.415039
	Iteration 24Q: 3 clusters Score -1.409008e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -14090371.000000 Penalty: 3774.415039
	Iteration 25Q: 3 clusters Score -1.409037e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -14090614.000000 Penalty: 3774.415039
	Iteration 26Q: 3 clusters Score -1.409061e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -14091032.000000 Penalty: 3774.415039
	Iteration 27Q: 3 clusters Score -1.409103e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -14091555.000000 Penalty: 3774.415039
	Iteration 28Q: 3 clusters Score -1.409156e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -14092147.000000 Penalty: 3774.415039
	Iteration 29Q: 3 clusters Score -1.409215e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -14092872.000000 Penalty: 3774.415039
	Iteration 30Q: 3 clusters Score -1.409287e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -14093591.000000 Penalty: 3774.415039
	Iteration 31Q: 3 clusters Score -1.409359e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -14094181.000000 Penalty: 3774.415039
	Iteration 32Q: 3 clusters Score -1.409418e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -14094611.000000 Penalty: 3774.415039
	Iteration 33Q: 3 clusters Score -1.409461e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -14094895.000000 Penalty: 3774.415039
	Iteration 34Q: 3 clusters Score -1.40949e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -14095181.000000 Penalty: 3774.415039
	Iteration 35Q: 3 clusters Score -1.409518e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -14095467.000000 Penalty: 3774.415039
	Iteration 36Q: 3 clusters Score -1.409547e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -14095686.000000 Penalty: 3774.415039
	Iteration 37Q: 3 clusters Score -1.409569e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -14095921.000000 Penalty: 3774.415039
	Iteration 38Q: 3 clusters Score -1.409592e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -14096113.000000 Penalty: 3774.415039
	Iteration 39Q: 3 clusters Score -1.409611e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -14096341.000000 Penalty: 3774.415039
	Iteration 40F: 3 clusters Score -1.409634e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -14096589.000000 Penalty: 3774.415039
	Iteration 41Q: 3 clusters Score -1.409659e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -14096768.000000 Penalty: 3774.415039
	Iteration 42Q: 3 clusters Score -1.409677e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -14097046.000000 Penalty: 3774.415039
	Iteration 43Q: 3 clusters Score -1.409705e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -14097311.000000 Penalty: 3774.415039
	Iteration 44Q: 3 clusters Score -1.409731e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -14097524.000000 Penalty: 3774.415039
	Iteration 45Q: 3 clusters Score -1.409752e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -14097778.000000 Penalty: 3774.415039
	Iteration 46Q: 3 clusters Score -1.409778e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -14098017.000000 Penalty: 3774.415039
	Iteration 47Q: 3 clusters Score -1.409802e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -14098157.000000 Penalty: 3774.415039
	Iteration 48Q: 3 clusters Score -1.409816e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -14098198.000000 Penalty: 3774.415039
	Iteration 49Q: 3 clusters Score -1.40982e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -14098184.000000 Penalty: 3774.415039
	Iteration 50Q: 3 clusters Score -1.409818e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -14098087.000000 Penalty: 3774.415039
	Iteration 51Q: 3 clusters Score -1.409809e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -14097919.000000 Penalty: 3774.415039
	Iteration 52Q: 3 clusters Score -1.409792e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -14097612.000000 Penalty: 3774.415039
	Iteration 53Q: 3 clusters Score -1.409761e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106031 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -14097401.000000 Penalty: 3774.415039
	Iteration 54Q: 3 clusters Score -1.40974e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -14097130.000000 Penalty: 3774.415039
	Iteration 55Q: 3 clusters Score -1.409713e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107298 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -14096848.000000 Penalty: 3774.415039
	Iteration 56Q: 3 clusters Score -1.409685e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -14096623.000000 Penalty: 3774.415039
	Iteration 57Q: 3 clusters Score -1.409662e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -14096408.000000 Penalty: 3774.415039
	Iteration 58Q: 3 clusters Score -1.409641e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108378 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14096196.000000 Penalty: 3774.415039
	Iteration 59Q: 3 clusters Score -1.40962e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -14096113.000000 Penalty: 3774.415039
	Iteration 60F: 3 clusters Score -1.409611e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -14096005.000000 Penalty: 3774.415039
	Iteration 61Q: 3 clusters Score -1.4096e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -14095888.000000 Penalty: 3774.415039
	Iteration 62Q: 3 clusters Score -1.409589e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109005 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -14095802.000000 Penalty: 3774.415039
	Iteration 63Q: 3 clusters Score -1.40958e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109102 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -14095728.000000 Penalty: 3774.415039
	Iteration 64Q: 3 clusters Score -1.409573e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -14095689.000000 Penalty: 3774.415039
	Iteration 65Q: 3 clusters Score -1.409569e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109282 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14095637.000000 Penalty: 3774.415039
	Iteration 66Q: 3 clusters Score -1.409564e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -14095586.000000 Penalty: 3774.415039
	Iteration 67Q: 3 clusters Score -1.409559e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14095541.000000 Penalty: 3774.415039
	Iteration 68Q: 3 clusters Score -1.409554e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -14095506.000000 Penalty: 3774.415039
	Iteration 69Q: 3 clusters Score -1.409551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -14095481.000000 Penalty: 3774.415039
	Iteration 70Q: 3 clusters Score -1.409548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14095463.000000 Penalty: 3774.415039
	Iteration 71Q: 3 clusters Score -1.409546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109485 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -14095448.000000 Penalty: 3774.415039
	Iteration 72Q: 3 clusters Score -1.409545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14095435.000000 Penalty: 3774.415039
	Iteration 73Q: 3 clusters Score -1.409544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -14095403.000000 Penalty: 3774.415039
	Iteration 74Q: 3 clusters Score -1.40954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14095392.000000 Penalty: 3774.415039
	Iteration 75Q: 3 clusters Score -1.409539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -14095391.000000 Penalty: 3774.415039
	Iteration 76Q: 3 clusters Score -1.409539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109551 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -14095383.000000 Penalty: 3774.415039
	Iteration 77Q: 3 clusters Score -1.409538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109559 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -14095379.000000 Penalty: 3774.415039
	Iteration 78Q: 3 clusters Score -1.409538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14095382.000000 Penalty: 3774.415039
	Iteration 79Q: 3 clusters Score -1.409538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14095378.000000 Penalty: 3774.415039
	Iteration 80F: 3 clusters Score -1.409538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109566 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -14095375.000000 Penalty: 3774.415039
	Iteration 81Q: 3 clusters Score -1.409538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -14095375.000000 Penalty: 3774.415039
	Iteration 82Q: 3 clusters Score -1.409538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109569 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -14095367.000000 Penalty: 3774.415039
	Iteration 83Q: 3 clusters Score -1.409537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109571 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14095365.000000 Penalty: 3774.415039
	Iteration 84Q: 3 clusters Score -1.409536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14095362.000000 Penalty: 3774.415039
	Iteration 85Q: 3 clusters Score -1.409536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109574 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -14095375.000000 Penalty: 3774.415039
	Iteration 86Q: 3 clusters Score -1.409538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109577 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -14095373.000000 Penalty: 3774.415039
	Iteration 87Q: 3 clusters Score -1.409537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109578 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14095375.000000 Penalty: 3774.415039
	Iteration 88Q: 3 clusters Score -1.409538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -14095373.000000 Penalty: 3774.415039
	Iteration 89Q: 3 clusters Score -1.409537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14095362.000000 Penalty: 3774.415039
	Iteration 90Q: 3 clusters Score -1.409536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -14095361.000000 Penalty: 3774.415039
	Iteration 91Q: 3 clusters Score -1.409536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109591 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -14095355.000000 Penalty: 3774.415039
	Iteration 92Q: 3 clusters Score -1.409536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109595 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14095358.000000 Penalty: 3774.415039
	Iteration 93Q: 3 clusters Score -1.409536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109598 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14095349.000000 Penalty: 3774.415039
	Iteration 94Q: 3 clusters Score -1.409535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14095336.000000 Penalty: 3774.415039
	Iteration 95Q: 3 clusters Score -1.409534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109606 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -14095347.000000 Penalty: 3774.415039
	Iteration 96Q: 3 clusters Score -1.409535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -14095347.000000 Penalty: 3774.415039
	Iteration 97Q: 3 clusters Score -1.409535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14095344.000000 Penalty: 3774.415039
	Iteration 98Q: 3 clusters Score -1.409534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -14095342.000000 Penalty: 3774.415039
	Iteration 99Q: 3 clusters Score -1.409534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -14095347.000000 Penalty: 3774.415039
	Iteration 100F: 3 clusters Score -1.409535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 102213 members 
Mstep: Class 5 contains 109937 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 109614 members 
Mstep: Class 8 contains 976 members 
Mstep: Class 11 contains 72897 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 97362 members 
Mstep: Class 14 contains 2512 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 19120 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 53165 members 
Entering Unmasked Estep 
Score: -72784864.000000 Penalty: 34500.488281
Splitting cluster 7 changes total score from -72781976.000000 to -72784864.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (72897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Entering Unmasked Estep 
Score: -9359992.000000 Penalty: 1819.480469
	Iteration 0F: 2 clusters Score -9359992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -9311414.000000 Penalty: 3638.960938
	Iteration 0F: 3 clusters Score -9311414 nChanged 34682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -9332018.000000 Penalty: 3638.960938
	Iteration 1F: 3 clusters Score -9332018 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -9333316.000000 Penalty: 3638.960938
	Iteration 2Q: 3 clusters Score -9333316 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -9335065.000000 Penalty: 3638.960938
	Iteration 3Q: 3 clusters Score -9335065 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -9337256.000000 Penalty: 3638.960938
	Iteration 4F: 3 clusters Score -9337256 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -9340077.000000 Penalty: 3638.960938
	Iteration 5F: 3 clusters Score -9340077 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -9343515.000000 Penalty: 3638.960938
	Iteration 6F: 3 clusters Score -9343515 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -9346796.000000 Penalty: 3638.960938
	Iteration 7F: 3 clusters Score -9346796 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -9349306.000000 Penalty: 3638.960938
	Iteration 8F: 3 clusters Score -9349306 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -9350461.000000 Penalty: 3638.960938
	Iteration 9Q: 3 clusters Score -9350461 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -9350791.000000 Penalty: 3638.960938
	Iteration 10Q: 3 clusters Score -9350791 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -9350988.000000 Penalty: 3638.960938
	Iteration 11Q: 3 clusters Score -9350988 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -9351076.000000 Penalty: 3638.960938
	Iteration 12Q: 3 clusters Score -9351076 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -9351207.000000 Penalty: 3638.960938
	Iteration 13Q: 3 clusters Score -9351207 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -9351282.000000 Penalty: 3638.960938
	Iteration 14Q: 3 clusters Score -9351282 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -9351312.000000 Penalty: 3638.960938
	Iteration 15Q: 3 clusters Score -9351312 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -9351385.000000 Penalty: 3638.960938
	Iteration 16Q: 3 clusters Score -9351385 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -9351438.000000 Penalty: 3638.960938
	Iteration 17Q: 3 clusters Score -9351438 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -9351502.000000 Penalty: 3638.960938
	Iteration 18Q: 3 clusters Score -9351502 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -9351551.000000 Penalty: 3638.960938
	Iteration 19Q: 3 clusters Score -9351551 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -9351591.000000 Penalty: 3638.960938
	Iteration 20F: 3 clusters Score -9351591 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -9351619.000000 Penalty: 3638.960938
	Iteration 21Q: 3 clusters Score -9351619 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -9351649.000000 Penalty: 3638.960938
	Iteration 22Q: 3 clusters Score -9351649 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -9351702.000000 Penalty: 3638.960938
	Iteration 23Q: 3 clusters Score -9351702 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -9351757.000000 Penalty: 3638.960938
	Iteration 24Q: 3 clusters Score -9351757 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -9351814.000000 Penalty: 3638.960938
	Iteration 25Q: 3 clusters Score -9351814 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -9351899.000000 Penalty: 3638.960938
	Iteration 26Q: 3 clusters Score -9351899 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -9351919.000000 Penalty: 3638.960938
	Iteration 27Q: 3 clusters Score -9351919 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -9351948.000000 Penalty: 3638.960938
	Iteration 28Q: 3 clusters Score -9351948 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -9352001.000000 Penalty: 3638.960938
	Iteration 29Q: 3 clusters Score -9352001 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -9352037.000000 Penalty: 3638.960938
	Iteration 30Q: 3 clusters Score -9352037 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -9352054.000000 Penalty: 3638.960938
	Iteration 31Q: 3 clusters Score -9352054 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -9352089.000000 Penalty: 3638.960938
	Iteration 32Q: 3 clusters Score -9352089 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -9352160.000000 Penalty: 3638.960938
	Iteration 33Q: 3 clusters Score -9352160 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -9352181.000000 Penalty: 3638.960938
	Iteration 34Q: 3 clusters Score -9352181 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -9352205.000000 Penalty: 3638.960938
	Iteration 35Q: 3 clusters Score -9352205 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -9352263.000000 Penalty: 3638.960938
	Iteration 36Q: 3 clusters Score -9352263 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -9352311.000000 Penalty: 3638.960938
	Iteration 37Q: 3 clusters Score -9352311 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -9352310.000000 Penalty: 3638.960938
	Iteration 38Q: 3 clusters Score -9352310 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -9352307.000000 Penalty: 3638.960938
	Iteration 39Q: 3 clusters Score -9352307 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -9352317.000000 Penalty: 3638.960938
	Iteration 40F: 3 clusters Score -9352317 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -9352338.000000 Penalty: 3638.960938
	Iteration 41Q: 3 clusters Score -9352338 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -9352361.000000 Penalty: 3638.960938
	Iteration 42Q: 3 clusters Score -9352361 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -9352382.000000 Penalty: 3638.960938
	Iteration 43Q: 3 clusters Score -9352382 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -9352390.000000 Penalty: 3638.960938
	Iteration 44Q: 3 clusters Score -9352390 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -9352412.000000 Penalty: 3638.960938
	Iteration 45Q: 3 clusters Score -9352412 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -9352438.000000 Penalty: 3638.960938
	Iteration 46Q: 3 clusters Score -9352438 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -9352437.000000 Penalty: 3638.960938
	Iteration 47Q: 3 clusters Score -9352437 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -9352438.000000 Penalty: 3638.960938
	Iteration 48Q: 3 clusters Score -9352438 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9352454 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9352473 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9352471 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -9352505.000000 Penalty: 3638.960938
	Iteration 52Q: 3 clusters Score -9352505 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -9352541.000000 Penalty: 3638.960938
	Iteration 53Q: 3 clusters Score -9352541 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9352543 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9352574 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -9352621.000000 Penalty: 3638.960938
	Iteration 56Q: 3 clusters Score -9352621 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -9352703.000000 Penalty: 3638.960938
	Iteration 57Q: 3 clusters Score -9352703 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9352728 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9352824 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -9352923.000000 Penalty: 3638.960938
	Iteration 60F: 3 clusters Score -9352923 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -9353021.000000 Penalty: 3638.960938
	Iteration 61Q: 3 clusters Score -9353021 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -9353071.000000 Penalty: 3638.960938
	Iteration 62Q: 3 clusters Score -9353071 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -9353176.000000 Penalty: 3638.960938
	Iteration 63Q: 3 clusters Score -9353176 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -9353249.000000 Penalty: 3638.960938
	Iteration 64Q: 3 clusters Score -9353249 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9353349 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -9353521.000000 Penalty: 3638.960938
	Iteration 66Q: 3 clusters Score -9353521 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -9353619.000000 Penalty: 3638.960938
	Iteration 67Q: 3 clusters Score -9353619 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -9353718.000000 Penalty: 3638.960938
	Iteration 68Q: 3 clusters Score -9353718 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -9353893.000000 Penalty: 3638.960938
	Iteration 69Q: 3 clusters Score -9353893 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -9354043.000000 Penalty: 3638.960938
	Iteration 70Q: 3 clusters Score -9354043 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -9354127.000000 Penalty: 3638.960938
	Iteration 71Q: 3 clusters Score -9354127 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -9354177.000000 Penalty: 3638.960938
	Iteration 72Q: 3 clusters Score -9354177 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -9354288.000000 Penalty: 3638.960938
	Iteration 73Q: 3 clusters Score -9354288 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -9354365.000000 Penalty: 3638.960938
	Iteration 74Q: 3 clusters Score -9354365 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -9354431.000000 Penalty: 3638.960938
	Iteration 75Q: 3 clusters Score -9354431 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -9354479.000000 Penalty: 3638.960938
	Iteration 76Q: 3 clusters Score -9354479 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9354506 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9354599 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -9354672.000000 Penalty: 3638.960938
	Iteration 79Q: 3 clusters Score -9354672 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -9354750.000000 Penalty: 3638.960938
	Iteration 80F: 3 clusters Score -9354750 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9354860 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9354996 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -9355018.000000 Penalty: 3638.960938
	Iteration 83Q: 3 clusters Score -9355018 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -9355097.000000 Penalty: 3638.960938
	Iteration 84Q: 3 clusters Score -9355097 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -9355205.000000 Penalty: 3638.960938
	Iteration 85Q: 3 clusters Score -9355205 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9355346 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -9355452.000000 Penalty: 3638.960938
	Iteration 87Q: 3 clusters Score -9355452 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -9355583.000000 Penalty: 3638.960938
	Iteration 88Q: 3 clusters Score -9355583 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -9355708.000000 Penalty: 3638.960938
	Iteration 89Q: 3 clusters Score -9355708 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9355845 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -9355970.000000 Penalty: 3638.960938
	Iteration 91Q: 3 clusters Score -9355970 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -9356109.000000 Penalty: 3638.960938
	Iteration 92Q: 3 clusters Score -9356109 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -9356234.000000 Penalty: 3638.960938
	Iteration 93Q: 3 clusters Score -9356234 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -9356353.000000 Penalty: 3638.960938
	Iteration 94Q: 3 clusters Score -9356353 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -9356515.000000 Penalty: 3638.960938
	Iteration 95Q: 3 clusters Score -9356515 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9356629 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -9356753.000000 Penalty: 3638.960938
	Iteration 97Q: 3 clusters Score -9356753 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -9356887.000000 Penalty: 3638.960938
	Iteration 98Q: 3 clusters Score -9356887 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -9356984.000000 Penalty: 3638.960938
	Iteration 99Q: 3 clusters Score -9356984 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -9357077.000000 Penalty: 3638.960938
	Iteration 100F: 3 clusters Score -9357077 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -9357188.000000 Penalty: 3638.960938
	Iteration 101Q: 3 clusters Score -9357188 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -9357313.000000 Penalty: 3638.960938
	Iteration 102Q: 3 clusters Score -9357313 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -9357421.000000 Penalty: 3638.960938
	Iteration 103Q: 3 clusters Score -9357421 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9357563 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9357667 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9357752 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9357813 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9357918 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -9358029.000000 Penalty: 3638.960938
	Iteration 109Q: 3 clusters Score -9358029 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -9358133.000000 Penalty: 3638.960938
	Iteration 110Q: 3 clusters Score -9358133 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -9358191.000000 Penalty: 3638.960938
	Iteration 111Q: 3 clusters Score -9358191 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -9358278.000000 Penalty: 3638.960938
	Iteration 112Q: 3 clusters Score -9358278 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -9358320.000000 Penalty: 3638.960938
	Iteration 113Q: 3 clusters Score -9358320 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9358366.000000 Penalty: 3638.960938
	Iteration 114Q: 3 clusters Score -9358366 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9358361 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9358390.000000 Penalty: 3638.960938
	Iteration 116Q: 3 clusters Score -9358390 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9358442.000000 Penalty: 3638.960938
	Iteration 117Q: 3 clusters Score -9358442 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9358461.000000 Penalty: 3638.960938
	Iteration 118Q: 3 clusters Score -9358461 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9358476.000000 Penalty: 3638.960938
	Iteration 119Q: 3 clusters Score -9358476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9358512.000000 Penalty: 3638.960938
	Iteration 120F: 3 clusters Score -9358512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9358515.000000 Penalty: 3638.960938
	Iteration 121Q: 3 clusters Score -9358515 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -9358538.000000 Penalty: 3638.960938
	Iteration 122Q: 3 clusters Score -9358538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9358560.000000 Penalty: 3638.960938
	Iteration 123Q: 3 clusters Score -9358560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9358570.000000 Penalty: 3638.960938
	Iteration 124Q: 3 clusters Score -9358570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9358588.000000 Penalty: 3638.960938
	Iteration 125Q: 3 clusters Score -9358588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9358613.000000 Penalty: 3638.960938
	Iteration 126Q: 3 clusters Score -9358613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9358617.000000 Penalty: 3638.960938
	Iteration 127Q: 3 clusters Score -9358617 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9358618.000000 Penalty: 3638.960938
	Iteration 128Q: 3 clusters Score -9358618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9358632.000000 Penalty: 3638.960938
	Iteration 129Q: 3 clusters Score -9358632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9358616.000000 Penalty: 3638.960938
	Iteration 130Q: 3 clusters Score -9358616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9358618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9358619.000000 Penalty: 3638.960938
	Iteration 132Q: 3 clusters Score -9358619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9358632.000000 Penalty: 3638.960938
	Iteration 133Q: 3 clusters Score -9358632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -9358613.000000 Penalty: 3638.960938
	Iteration 134Q: 3 clusters Score -9358613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9358622.000000 Penalty: 3638.960938
	Iteration 135Q: 3 clusters Score -9358622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9358634.000000 Penalty: 3638.960938
	Iteration 136Q: 3 clusters Score -9358634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -9358632.000000 Penalty: 3638.960938
	Iteration 137Q: 3 clusters Score -9358632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9358635.000000 Penalty: 3638.960938
	Iteration 138Q: 3 clusters Score -9358635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9358642.000000 Penalty: 3638.960938
	Iteration 139Q: 3 clusters Score -9358642 nChanged 10
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Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9358638.000000 Penalty: 3638.960938
	Iteration 140F: 3 clusters Score -9358638 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9358646.000000 Penalty: 3638.960938
	Iteration 141Q: 3 clusters Score -9358646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9358647.000000 Penalty: 3638.960938
	Iteration 142Q: 3 clusters Score -9358647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9358635.000000 Penalty: 3638.960938
	Iteration 143Q: 3 clusters Score -9358635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9358637.000000 Penalty: 3638.960938
	Iteration 144Q: 3 clusters Score -9358637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9358639.000000 Penalty: 3638.960938
	Iteration 145Q: 3 clusters Score -9358639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9358658.000000 Penalty: 3638.960938
	Iteration 146Q: 3 clusters Score -9358658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9358666.000000 Penalty: 3638.960938
	Iteration 147Q: 3 clusters Score -9358666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -9358670.000000 Penalty: 3638.960938
	Iteration 148Q: 3 clusters Score -9358670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9358679.000000 Penalty: 3638.960938
	Iteration 149Q: 3 clusters Score -9358679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9358677.000000 Penalty: 3638.960938
	Iteration 150Q: 3 clusters Score -9358677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9358684.000000 Penalty: 3638.960938
	Iteration 151Q: 3 clusters Score -9358684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71667 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9358684.000000 Penalty: 3638.960938
	Iteration 152Q: 3 clusters Score -9358684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9358673.000000 Penalty: 3638.960938
	Iteration 153Q: 3 clusters Score -9358673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9358676.000000 Penalty: 3638.960938
	Iteration 154Q: 3 clusters Score -9358676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9358679.000000 Penalty: 3638.960938
	Iteration 155Q: 3 clusters Score -9358679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9358672.000000 Penalty: 3638.960938
	Iteration 156Q: 3 clusters Score -9358672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71707 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9358674.000000 Penalty: 3638.960938
	Iteration 157Q: 3 clusters Score -9358674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9358667.000000 Penalty: 3638.960938
	Iteration 158Q: 3 clusters Score -9358667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9358660.000000 Penalty: 3638.960938
	Iteration 159Q: 3 clusters Score -9358660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9358667.000000 Penalty: 3638.960938
	Iteration 160F: 3 clusters Score -9358667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9358670.000000 Penalty: 3638.960938
	Iteration 161Q: 3 clusters Score -9358670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9358671.000000 Penalty: 3638.960938
	Iteration 162Q: 3 clusters Score -9358671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9358676.000000 Penalty: 3638.960938
	Iteration 163Q: 3 clusters Score -9358676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9358680.000000 Penalty: 3638.960938
	Iteration 164Q: 3 clusters Score -9358680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9358674.000000 Penalty: 3638.960938
	Iteration 165Q: 3 clusters Score -9358674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9358669.000000 Penalty: 3638.960938
	Iteration 166Q: 3 clusters Score -9358669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9358674.000000 Penalty: 3638.960938
	Iteration 167Q: 3 clusters Score -9358674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9358672.000000 Penalty: 3638.960938
	Iteration 168Q: 3 clusters Score -9358672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9358669.000000 Penalty: 3638.960938
	Iteration 169Q: 3 clusters Score -9358669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9358674.000000 Penalty: 3638.960938
	Iteration 170Q: 3 clusters Score -9358674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9358672.000000 Penalty: 3638.960938
	Iteration 171Q: 3 clusters Score -9358672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9358674.000000 Penalty: 3638.960938
	Iteration 172Q: 3 clusters Score -9358674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9358674.000000 Penalty: 3638.960938
	Iteration 173Q: 3 clusters Score -9358674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9358674.000000 Penalty: 3638.960938
	Iteration 174F: 3 clusters Score -9358674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -334299.562500 Penalty: 1285.530518
	Iteration 0F: 2 clusters Score -334299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -331841.812500 Penalty: 2571.061035
	Iteration 0F: 3 clusters Score -331841.8 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -332629.968750 Penalty: 2571.061035
	Iteration 1F: 3 clusters Score -332630 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -332924.375000 Penalty: 2571.061035
	Iteration 2F: 3 clusters Score -332924.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -333177.562500 Penalty: 2571.061035
	Iteration 3F: 3 clusters Score -333177.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -333356.875000 Penalty: 2571.061035
	Iteration 4F: 3 clusters Score -333356.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -333499.062500 Penalty: 2571.061035
	Iteration 5Q: 3 clusters Score -333499.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -333610.687500 Penalty: 2571.061035
	Iteration 6Q: 3 clusters Score -333610.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -333680.656250 Penalty: 2571.061035
	Iteration 7Q: 3 clusters Score -333680.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -333727.000000 Penalty: 2571.061035
	Iteration 8Q: 3 clusters Score -333727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -333753.656250 Penalty: 2571.061035
	Iteration 9Q: 3 clusters Score -333753.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -333769.843750 Penalty: 2571.061035
	Iteration 10Q: 3 clusters Score -333769.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -333778.906250 Penalty: 2571.061035
	Iteration 11Q: 3 clusters Score -333778.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -333784.687500 Penalty: 2571.061035
	Iteration 12Q: 3 clusters Score -333784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -333786.000000 Penalty: 2571.061035
	Iteration 13Q: 3 clusters Score -333786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -333786.468750 Penalty: 2571.061035
	Iteration 14Q: 3 clusters Score -333786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -333787.562500 Penalty: 2571.061035
	Iteration 15Q: 3 clusters Score -333787.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -333787.562500 Penalty: 2571.061035
	Iteration 16F: 3 clusters Score -333787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Entering Unmasked Estep 
Score: -12431703.000000 Penalty: 1866.505981
	Iteration 0F: 2 clusters Score -1.24317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -12368974.000000 Penalty: 3733.011963
	Iteration 0F: 3 clusters Score -1.236897e+07 nChanged 46429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -12395887.000000 Penalty: 3733.011963
	Iteration 1F: 3 clusters Score -1.239589e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -12396519.000000 Penalty: 3733.011963
	Iteration 2Q: 3 clusters Score -1.239652e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -12397105.000000 Penalty: 3733.011963
	Iteration 3Q: 3 clusters Score -1.23971e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -12397886.000000 Penalty: 3733.011963
	Iteration 4Q: 3 clusters Score -1.239789e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -12398935.000000 Penalty: 3733.011963
	Iteration 5Q: 3 clusters Score -1.239894e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -12400629.000000 Penalty: 3733.011963
	Iteration 6Q: 3 clusters Score -1.240063e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -12403093.000000 Penalty: 3733.011963
	Iteration 7Q: 3 clusters Score -1.240309e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -12406774.000000 Penalty: 3733.011963
	Iteration 8F: 3 clusters Score -1.240677e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -12411444.000000 Penalty: 3733.011963
	Iteration 9F: 3 clusters Score -1.241144e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -12415741.000000 Penalty: 3733.011963
	Iteration 10F: 3 clusters Score -1.241574e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -12418143.000000 Penalty: 3733.011963
	Iteration 11F: 3 clusters Score -1.241814e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -12419120.000000 Penalty: 3733.011963
	Iteration 12Q: 3 clusters Score -1.241912e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -12419591.000000 Penalty: 3733.011963
	Iteration 13Q: 3 clusters Score -1.241959e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -12419897.000000 Penalty: 3733.011963
	Iteration 14Q: 3 clusters Score -1.24199e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -12420166.000000 Penalty: 3733.011963
	Iteration 15Q: 3 clusters Score -1.242017e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -12420483.000000 Penalty: 3733.011963
	Iteration 16Q: 3 clusters Score -1.242048e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -12420765.000000 Penalty: 3733.011963
	Iteration 17Q: 3 clusters Score -1.242076e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -12421007.000000 Penalty: 3733.011963
	Iteration 18Q: 3 clusters Score -1.242101e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -12421394.000000 Penalty: 3733.011963
	Iteration 19Q: 3 clusters Score -1.242139e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -12421769.000000 Penalty: 3733.011963
	Iteration 20F: 3 clusters Score -1.242177e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -12422105.000000 Penalty: 3733.011963
	Iteration 21Q: 3 clusters Score -1.24221e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -12422379.000000 Penalty: 3733.011963
	Iteration 22Q: 3 clusters Score -1.242238e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -12422768.000000 Penalty: 3733.011963
	Iteration 23Q: 3 clusters Score -1.242277e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -12423191.000000 Penalty: 3733.011963
	Iteration 24Q: 3 clusters Score -1.242319e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -12423552.000000 Penalty: 3733.011963
	Iteration 25Q: 3 clusters Score -1.242355e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -12424045.000000 Penalty: 3733.011963
	Iteration 26Q: 3 clusters Score -1.242404e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -12424592.000000 Penalty: 3733.011963
	Iteration 27Q: 3 clusters Score -1.242459e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -12425146.000000 Penalty: 3733.011963
	Iteration 28Q: 3 clusters Score -1.242515e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -12425690.000000 Penalty: 3733.011963
	Iteration 29Q: 3 clusters Score -1.242569e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -12426133.000000 Penalty: 3733.011963
	Iteration 30Q: 3 clusters Score -1.242613e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77380 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -12426587.000000 Penalty: 3733.011963
	Iteration 31Q: 3 clusters Score -1.242659e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -12426977.000000 Penalty: 3733.011963
	Iteration 32Q: 3 clusters Score -1.242698e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -12427342.000000 Penalty: 3733.011963
	Iteration 33Q: 3 clusters Score -1.242734e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -12427644.000000 Penalty: 3733.011963
	Iteration 34Q: 3 clusters Score -1.242764e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -12427977.000000 Penalty: 3733.011963
	Iteration 35Q: 3 clusters Score -1.242798e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -12428234.000000 Penalty: 3733.011963
	Iteration 36Q: 3 clusters Score -1.242823e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -12428419.000000 Penalty: 3733.011963
	Iteration 37Q: 3 clusters Score -1.242842e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -12428571.000000 Penalty: 3733.011963
	Iteration 38Q: 3 clusters Score -1.242857e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -12428759.000000 Penalty: 3733.011963
	Iteration 39Q: 3 clusters Score -1.242876e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -12428904.000000 Penalty: 3733.011963
	Iteration 40F: 3 clusters Score -1.24289e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -12429119.000000 Penalty: 3733.011963
	Iteration 41Q: 3 clusters Score -1.242912e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -12429263.000000 Penalty: 3733.011963
	Iteration 42Q: 3 clusters Score -1.242926e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -12429389.000000 Penalty: 3733.011963
	Iteration 43Q: 3 clusters Score -1.242939e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -12429544.000000 Penalty: 3733.011963
	Iteration 44Q: 3 clusters Score -1.242954e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91915 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -12429706.000000 Penalty: 3733.011963
	Iteration 45Q: 3 clusters Score -1.242971e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -12429854.000000 Penalty: 3733.011963
	Iteration 46Q: 3 clusters Score -1.242985e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -12430012.000000 Penalty: 3733.011963
	Iteration 47Q: 3 clusters Score -1.243001e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -12430104.000000 Penalty: 3733.011963
	Iteration 48Q: 3 clusters Score -1.24301e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -12430158.000000 Penalty: 3733.011963
	Iteration 49Q: 3 clusters Score -1.243016e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -12430235.000000 Penalty: 3733.011963
	Iteration 50Q: 3 clusters Score -1.243024e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12430315.000000 Penalty: 3733.011963
	Iteration 51Q: 3 clusters Score -1.243032e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12430400.000000 Penalty: 3733.011963
	Iteration 52Q: 3 clusters Score -1.24304e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12430412.000000 Penalty: 3733.011963
	Iteration 53Q: 3 clusters Score -1.243041e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95504 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12430433.000000 Penalty: 3733.011963
	Iteration 54Q: 3 clusters Score -1.243043e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -12430470.000000 Penalty: 3733.011963
	Iteration 55Q: 3 clusters Score -1.243047e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12430496.000000 Penalty: 3733.011963
	Iteration 56Q: 3 clusters Score -1.24305e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -12430497.000000 Penalty: 3733.011963
	Iteration 57Q: 3 clusters Score -1.24305e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12430495.000000 Penalty: 3733.011963
	Iteration 58Q: 3 clusters Score -1.24305e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -12430513.000000 Penalty: 3733.011963
	Iteration 59Q: 3 clusters Score -1.243051e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12430518.000000 Penalty: 3733.011963
	Iteration 60F: 3 clusters Score -1.243052e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96214 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12430516.000000 Penalty: 3733.011963
	Iteration 61Q: 3 clusters Score -1.243052e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12430526.000000 Penalty: 3733.011963
	Iteration 62Q: 3 clusters Score -1.243053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -12430542.000000 Penalty: 3733.011963
	Iteration 63Q: 3 clusters Score -1.243054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12430544.000000 Penalty: 3733.011963
	Iteration 64Q: 3 clusters Score -1.243054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12430556.000000 Penalty: 3733.011963
	Iteration 65Q: 3 clusters Score -1.243056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12430555.000000 Penalty: 3733.011963
	Iteration 66Q: 3 clusters Score -1.243056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12430564.000000 Penalty: 3733.011963
	Iteration 67Q: 3 clusters Score -1.243056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12430561.000000 Penalty: 3733.011963
	Iteration 68Q: 3 clusters Score -1.243056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12430553.000000 Penalty: 3733.011963
	Iteration 69Q: 3 clusters Score -1.243055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12430566.000000 Penalty: 3733.011963
	Iteration 70Q: 3 clusters Score -1.243057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12430550.000000 Penalty: 3733.011963
	Iteration 71Q: 3 clusters Score -1.243055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12430560.000000 Penalty: 3733.011963
	Iteration 72Q: 3 clusters Score -1.243056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12430559.000000 Penalty: 3733.011963
	Iteration 73Q: 3 clusters Score -1.243056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12430562.000000 Penalty: 3733.011963
	Iteration 74Q: 3 clusters Score -1.243056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12430570.000000 Penalty: 3733.011963
	Iteration 75Q: 3 clusters Score -1.243057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12430565.000000 Penalty: 3733.011963
	Iteration 76Q: 3 clusters Score -1.243056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12430557.000000 Penalty: 3733.011963
	Iteration 77Q: 3 clusters Score -1.243056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12430552.000000 Penalty: 3733.011963
	Iteration 78Q: 3 clusters Score -1.243055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96524 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12430553.000000 Penalty: 3733.011963
	Iteration 79Q: 3 clusters Score -1.243055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12430548.000000 Penalty: 3733.011963
	Iteration 80F: 3 clusters Score -1.243055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12430548.000000 Penalty: 3733.011963
	Iteration 81Q: 3 clusters Score -1.243055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12430558.000000 Penalty: 3733.011963
	Iteration 82Q: 3 clusters Score -1.243056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12430559.000000 Penalty: 3733.011963
	Iteration 83Q: 3 clusters Score -1.243056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12430558.000000 Penalty: 3733.011963
	Iteration 84Q: 3 clusters Score -1.243056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12430554.000000 Penalty: 3733.011963
	Iteration 85Q: 3 clusters Score -1.243055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12430553.000000 Penalty: 3733.011963
	Iteration 86Q: 3 clusters Score -1.243055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12430559.000000 Penalty: 3733.011963
	Iteration 87Q: 3 clusters Score -1.243056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12430559.000000 Penalty: 3733.011963
	Iteration 88F: 3 clusters Score -1.243056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -323535.562500 Penalty: 1272.185669
	Iteration 0F: 2 clusters Score -323535.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -321099.156250 Penalty: 2544.371338
	Iteration 0F: 3 clusters Score -321099.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -321595.125000 Penalty: 2544.371338
	Iteration 1F: 3 clusters Score -321595.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -321726.000000 Penalty: 2544.371338
	Iteration 2F: 3 clusters Score -321726 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -321806.062500 Penalty: 2544.371338
	Iteration 3F: 3 clusters Score -321806.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -321864.750000 Penalty: 2544.371338
	Iteration 4Q: 3 clusters Score -321864.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -321913.343750 Penalty: 2544.371338
	Iteration 5Q: 3 clusters Score -321913.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -321951.750000 Penalty: 2544.371338
	Iteration 6Q: 3 clusters Score -321951.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -321974.906250 Penalty: 2544.371338
	Iteration 7Q: 3 clusters Score -321974.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -321996.406250 Penalty: 2544.371338
	Iteration 8Q: 3 clusters Score -321996.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -322018.562500 Penalty: 2544.371338
	Iteration 9Q: 3 clusters Score -322018.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -322048.093750 Penalty: 2544.371338
	Iteration 10Q: 3 clusters Score -322048.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -322068.468750 Penalty: 2544.371338
	Iteration 11Q: 3 clusters Score -322068.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -322088.218750 Penalty: 2544.371338
	Iteration 12Q: 3 clusters Score -322088.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -322109.406250 Penalty: 2544.371338
	Iteration 13Q: 3 clusters Score -322109.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -322136.500000 Penalty: 2544.371338
	Iteration 14Q: 3 clusters Score -322136.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -322151.218750 Penalty: 2544.371338
	Iteration 15Q: 3 clusters Score -322151.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -322164.312500 Penalty: 2544.371338
	Iteration 16Q: 3 clusters Score -322164.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -322178.656250 Penalty: 2544.371338
	Iteration 17Q: 3 clusters Score -322178.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -322197.312500 Penalty: 2544.371338
	Iteration 18Q: 3 clusters Score -322197.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -322221.218750 Penalty: 2544.371338
	Iteration 19Q: 3 clusters Score -322221.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -322243.812500 Penalty: 2544.371338
	Iteration 20F: 3 clusters Score -322243.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -322261.593750 Penalty: 2544.371338
	Iteration 21Q: 3 clusters Score -322261.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -322285.281250 Penalty: 2544.371338
	Iteration 22Q: 3 clusters Score -322285.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -322310.875000 Penalty: 2544.371338
	Iteration 23Q: 3 clusters Score -322310.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -322326.437500 Penalty: 2544.371338
	Iteration 24Q: 3 clusters Score -322326.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -322340.468750 Penalty: 2544.371338
	Iteration 25Q: 3 clusters Score -322340.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -322351.625000 Penalty: 2544.371338
	Iteration 26Q: 3 clusters Score -322351.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -322359.687500 Penalty: 2544.371338
	Iteration 27Q: 3 clusters Score -322359.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -322362.750000 Penalty: 2544.371338
	Iteration 28Q: 3 clusters Score -322362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -322364.062500 Penalty: 2544.371338
	Iteration 29Q: 3 clusters Score -322364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -322364.437500 Penalty: 2544.371338
	Iteration 30Q: 3 clusters Score -322364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -322365.406250 Penalty: 2544.371338
	Iteration 31Q: 3 clusters Score -322365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -322365.406250 Penalty: 2544.371338
	Iteration 32Q: 3 clusters Score -322365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -322367.437500 Penalty: 2544.371338
	Iteration 33Q: 3 clusters Score -322367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -322371.437500 Penalty: 2544.371338
	Iteration 34Q: 3 clusters Score -322371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -322373.875000 Penalty: 2544.371338
	Iteration 35Q: 3 clusters Score -322373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -322377.531250 Penalty: 2544.371338
	Iteration 36Q: 3 clusters Score -322377.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -322382.968750 Penalty: 2544.371338
	Iteration 37Q: 3 clusters Score -322383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -322390.312500 Penalty: 2544.371338
	Iteration 38Q: 3 clusters Score -322390.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -322397.968750 Penalty: 2544.371338
	Iteration 39Q: 3 clusters Score -322398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -322406.906250 Penalty: 2544.371338
	Iteration 40F: 3 clusters Score -322406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -322411.937500 Penalty: 2544.371338
	Iteration 41Q: 3 clusters Score -322411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -322414.968750 Penalty: 2544.371338
	Iteration 42Q: 3 clusters Score -322415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -322416.562500 Penalty: 2544.371338
	Iteration 43Q: 3 clusters Score -322416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -322417.312500 Penalty: 2544.371338
	Iteration 44Q: 3 clusters Score -322417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -322417.312500 Penalty: 2544.371338
	Iteration 45F: 3 clusters Score -322417.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -418827.781250 Penalty: 1314.241577
	Iteration 0F: 2 clusters Score -418827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -415923.906250 Penalty: 2628.483154
	Iteration 0F: 3 clusters Score -415923.9 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -416658.781250 Penalty: 2628.483154
	Iteration 1F: 3 clusters Score -416658.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -416790.312500 Penalty: 2628.483154
	Iteration 2F: 3 clusters Score -416790.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -416868.312500 Penalty: 2628.483154
	Iteration 3Q: 3 clusters Score -416868.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -416921.125000 Penalty: 2628.483154
	Iteration 4Q: 3 clusters Score -416921.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -416964.281250 Penalty: 2628.483154
	Iteration 5Q: 3 clusters Score -416964.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -417003.812500 Penalty: 2628.483154
	Iteration 6Q: 3 clusters Score -417003.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -417040.156250 Penalty: 2628.483154
	Iteration 7Q: 3 clusters Score -417040.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -417093.843750 Penalty: 2628.483154
	Iteration 8Q: 3 clusters Score -417093.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -417165.281250 Penalty: 2628.483154
	Iteration 9Q: 3 clusters Score -417165.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -417223.718750 Penalty: 2628.483154
	Iteration 10Q: 3 clusters Score -417223.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -417287.750000 Penalty: 2628.483154
	Iteration 11Q: 3 clusters Score -417287.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -417332.312500 Penalty: 2628.483154
	Iteration 12Q: 3 clusters Score -417332.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -417379.750000 Penalty: 2628.483154
	Iteration 13Q: 3 clusters Score -417379.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -417437.062500 Penalty: 2628.483154
	Iteration 14Q: 3 clusters Score -417437.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -417499.062500 Penalty: 2628.483154
	Iteration 15Q: 3 clusters Score -417499.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -417546.562500 Penalty: 2628.483154
	Iteration 16Q: 3 clusters Score -417546.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -417598.125000 Penalty: 2628.483154
	Iteration 17Q: 3 clusters Score -417598.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -417642.562500 Penalty: 2628.483154
	Iteration 18Q: 3 clusters Score -417642.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -417682.312500 Penalty: 2628.483154
	Iteration 19Q: 3 clusters Score -417682.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -417705.562500 Penalty: 2628.483154
	Iteration 20F: 3 clusters Score -417705.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -417719.937500 Penalty: 2628.483154
	Iteration 21Q: 3 clusters Score -417719.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -417730.125000 Penalty: 2628.483154
	Iteration 22Q: 3 clusters Score -417730.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -417734.843750 Penalty: 2628.483154
	Iteration 23Q: 3 clusters Score -417734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -417736.312500 Penalty: 2628.483154
	Iteration 24Q: 3 clusters Score -417736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -417736.937500 Penalty: 2628.483154
	Iteration 25Q: 3 clusters Score -417736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -417737.531250 Penalty: 2628.483154
	Iteration 26Q: 3 clusters Score -417737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -417737.531250 Penalty: 2628.483154
	Iteration 27F: 3 clusters Score -417737.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Entering Unmasked Estep 
Score: -2401903.500000 Penalty: 1602.004639
	Iteration 0F: 2 clusters Score -2401904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2388903.000000 Penalty: 3204.009277
	Iteration 0F: 3 clusters Score -2388903 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2393440.500000 Penalty: 3204.009277
	Iteration 1F: 3 clusters Score -2393440 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2393703.500000 Penalty: 3204.009277
	Iteration 2Q: 3 clusters Score -2393704 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2393913.000000 Penalty: 3204.009277
	Iteration 3Q: 3 clusters Score -2393913 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2394109.250000 Penalty: 3204.009277
	Iteration 4Q: 3 clusters Score -2394109 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2394264.000000 Penalty: 3204.009277
	Iteration 5Q: 3 clusters Score -2394264 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2394421.500000 Penalty: 3204.009277
	Iteration 6Q: 3 clusters Score -2394422 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2394570.750000 Penalty: 3204.009277
	Iteration 7Q: 3 clusters Score -2394571 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2394740.750000 Penalty: 3204.009277
	Iteration 8Q: 3 clusters Score -2394741 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2394948.500000 Penalty: 3204.009277
	Iteration 9Q: 3 clusters Score -2394948 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2395246.250000 Penalty: 3204.009277
	Iteration 10Q: 3 clusters Score -2395246 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2395661.750000 Penalty: 3204.009277
	Iteration 11Q: 3 clusters Score -2395662 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2396171.000000 Penalty: 3204.009277
	Iteration 12Q: 3 clusters Score -2396171 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2396717.250000 Penalty: 3204.009277
	Iteration 13Q: 3 clusters Score -2396717 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2397165.250000 Penalty: 3204.009277
	Iteration 14Q: 3 clusters Score -2397165 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2397420.250000 Penalty: 3204.009277
	Iteration 15Q: 3 clusters Score -2397420 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2397573.500000 Penalty: 3204.009277
	Iteration 16Q: 3 clusters Score -2397574 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2397672.500000 Penalty: 3204.009277
	Iteration 17Q: 3 clusters Score -2397672 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2397718.500000 Penalty: 3204.009277
	Iteration 18Q: 3 clusters Score -2397718 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2397761.250000 Penalty: 3204.009277
	Iteration 19Q: 3 clusters Score -2397761 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2397792.250000 Penalty: 3204.009277
	Iteration 20F: 3 clusters Score -2397792 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2397812.500000 Penalty: 3204.009277
	Iteration 21Q: 3 clusters Score -2397812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2397833.000000 Penalty: 3204.009277
	Iteration 22Q: 3 clusters Score -2397833 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2397859.000000 Penalty: 3204.009277
	Iteration 23Q: 3 clusters Score -2397859 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2397869.500000 Penalty: 3204.009277
	Iteration 24Q: 3 clusters Score -2397870 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2397898.250000 Penalty: 3204.009277
	Iteration 25Q: 3 clusters Score -2397898 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2397936.000000 Penalty: 3204.009277
	Iteration 26Q: 3 clusters Score -2397936 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2397955.750000 Penalty: 3204.009277
	Iteration 27Q: 3 clusters Score -2397956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2397986.750000 Penalty: 3204.009277
	Iteration 28Q: 3 clusters Score -2397987 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2398019.750000 Penalty: 3204.009277
	Iteration 29Q: 3 clusters Score -2398020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2398049.250000 Penalty: 3204.009277
	Iteration 30Q: 3 clusters Score -2398049 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2398074.750000 Penalty: 3204.009277
	Iteration 31Q: 3 clusters Score -2398075 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2398092.750000 Penalty: 3204.009277
	Iteration 32Q: 3 clusters Score -2398093 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2398102.250000 Penalty: 3204.009277
	Iteration 33Q: 3 clusters Score -2398102 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2398146.250000 Penalty: 3204.009277
	Iteration 34Q: 3 clusters Score -2398146 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2398227.000000 Penalty: 3204.009277
	Iteration 35Q: 3 clusters Score -2398227 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2398318.000000 Penalty: 3204.009277
	Iteration 36Q: 3 clusters Score -2398318 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2398418.250000 Penalty: 3204.009277
	Iteration 37Q: 3 clusters Score -2398418 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2398522.000000 Penalty: 3204.009277
	Iteration 38Q: 3 clusters Score -2398522 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2398639.000000 Penalty: 3204.009277
	Iteration 39Q: 3 clusters Score -2398639 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2398774.250000 Penalty: 3204.009277
	Iteration 40F: 3 clusters Score -2398774 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2398917.500000 Penalty: 3204.009277
	Iteration 41Q: 3 clusters Score -2398918 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2399062.500000 Penalty: 3204.009277
	Iteration 42Q: 3 clusters Score -2399062 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2399240.750000 Penalty: 3204.009277
	Iteration 43Q: 3 clusters Score -2399241 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2399440.000000 Penalty: 3204.009277
	Iteration 44Q: 3 clusters Score -2399440 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2399629.000000 Penalty: 3204.009277
	Iteration 45Q: 3 clusters Score -2399629 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2399776.250000 Penalty: 3204.009277
	Iteration 46Q: 3 clusters Score -2399776 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2399879.250000 Penalty: 3204.009277
	Iteration 47Q: 3 clusters Score -2399879 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2399971.250000 Penalty: 3204.009277
	Iteration 48Q: 3 clusters Score -2399971 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2400037.250000 Penalty: 3204.009277
	Iteration 49Q: 3 clusters Score -2400037 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2400085.250000 Penalty: 3204.009277
	Iteration 50Q: 3 clusters Score -2400085 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2400128.750000 Penalty: 3204.009277
	Iteration 51Q: 3 clusters Score -2400129 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2400168.000000 Penalty: 3204.009277
	Iteration 52Q: 3 clusters Score -2400168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2400191.750000 Penalty: 3204.009277
	Iteration 53Q: 3 clusters Score -2400192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2400215.000000 Penalty: 3204.009277
	Iteration 54Q: 3 clusters Score -2400215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2400244.750000 Penalty: 3204.009277
	Iteration 55Q: 3 clusters Score -2400245 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2400253.750000 Penalty: 3204.009277
	Iteration 56Q: 3 clusters Score -2400254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2400269.500000 Penalty: 3204.009277
	Iteration 57Q: 3 clusters Score -2400270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2400279.000000 Penalty: 3204.009277
	Iteration 58Q: 3 clusters Score -2400279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2400291.000000 Penalty: 3204.009277
	Iteration 59Q: 3 clusters Score -2400291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2400309.250000 Penalty: 3204.009277
	Iteration 60F: 3 clusters Score -2400309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2400320.000000 Penalty: 3204.009277
	Iteration 61Q: 3 clusters Score -2400320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2400335.250000 Penalty: 3204.009277
	Iteration 62Q: 3 clusters Score -2400335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2400354.250000 Penalty: 3204.009277
	Iteration 63Q: 3 clusters Score -2400354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2400372.500000 Penalty: 3204.009277
	Iteration 64Q: 3 clusters Score -2400372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2400373.750000 Penalty: 3204.009277
	Iteration 65Q: 3 clusters Score -2400374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2400382.750000 Penalty: 3204.009277
	Iteration 66Q: 3 clusters Score -2400383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2400393.750000 Penalty: 3204.009277
	Iteration 67Q: 3 clusters Score -2400394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2400402.750000 Penalty: 3204.009277
	Iteration 68Q: 3 clusters Score -2400403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2400417.500000 Penalty: 3204.009277
	Iteration 69Q: 3 clusters Score -2400418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2400427.250000 Penalty: 3204.009277
	Iteration 70Q: 3 clusters Score -2400427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2400432.000000 Penalty: 3204.009277
	Iteration 71Q: 3 clusters Score -2400432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2400433.750000 Penalty: 3204.009277
	Iteration 72Q: 3 clusters Score -2400434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2400442.000000 Penalty: 3204.009277
	Iteration 73Q: 3 clusters Score -2400442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2400447.500000 Penalty: 3204.009277
	Iteration 74Q: 3 clusters Score -2400448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2400452.750000 Penalty: 3204.009277
	Iteration 75Q: 3 clusters Score -2400453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2400456.750000 Penalty: 3204.009277
	Iteration 76Q: 3 clusters Score -2400457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2400464.750000 Penalty: 3204.009277
	Iteration 77Q: 3 clusters Score -2400465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2400468.250000 Penalty: 3204.009277
	Iteration 78Q: 3 clusters Score -2400468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2400471.000000 Penalty: 3204.009277
	Iteration 79Q: 3 clusters Score -2400471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2400475.750000 Penalty: 3204.009277
	Iteration 80F: 3 clusters Score -2400476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2400476.500000 Penalty: 3204.009277
	Iteration 81Q: 3 clusters Score -2400476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2400476.000000 Penalty: 3204.009277
	Iteration 82Q: 3 clusters Score -2400476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2400478.750000 Penalty: 3204.009277
	Iteration 83Q: 3 clusters Score -2400479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2400475.250000 Penalty: 3204.009277
	Iteration 84Q: 3 clusters Score -2400475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2400475.000000 Penalty: 3204.009277
	Iteration 85Q: 3 clusters Score -2400475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2400474.000000 Penalty: 3204.009277
	Iteration 86Q: 3 clusters Score -2400474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2400474.500000 Penalty: 3204.009277
	Iteration 87Q: 3 clusters Score -2400474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2400478.500000 Penalty: 3204.009277
	Iteration 88Q: 3 clusters Score -2400478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2400477.250000 Penalty: 3204.009277
	Iteration 89Q: 3 clusters Score -2400477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2400476.000000 Penalty: 3204.009277
	Iteration 90Q: 3 clusters Score -2400476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2400479.750000 Penalty: 3204.009277
	Iteration 91Q: 3 clusters Score -2400480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2400482.250000 Penalty: 3204.009277
	Iteration 92Q: 3 clusters Score -2400482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2400484.000000 Penalty: 3204.009277
	Iteration 93Q: 3 clusters Score -2400484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2400481.250000 Penalty: 3204.009277
	Iteration 94Q: 3 clusters Score -2400481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2400487.500000 Penalty: 3204.009277
	Iteration 95Q: 3 clusters Score -2400488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2400489.000000 Penalty: 3204.009277
	Iteration 96Q: 3 clusters Score -2400489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2400493.250000 Penalty: 3204.009277
	Iteration 97Q: 3 clusters Score -2400493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2400495.500000 Penalty: 3204.009277
	Iteration 98Q: 3 clusters Score -2400496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2400499.250000 Penalty: 3204.009277
	Iteration 99Q: 3 clusters Score -2400499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2400500.000000 Penalty: 3204.009277
	Iteration 100F: 3 clusters Score -2400500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2400499.750000 Penalty: 3204.009277
	Iteration 101Q: 3 clusters Score -2400500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2400502.250000 Penalty: 3204.009277
	Iteration 102Q: 3 clusters Score -2400502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2400505.750000 Penalty: 3204.009277
	Iteration 103Q: 3 clusters Score -2400506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2400507.500000 Penalty: 3204.009277
	Iteration 104Q: 3 clusters Score -2400508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2400513.750000 Penalty: 3204.009277
	Iteration 105Q: 3 clusters Score -2400514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2400512.250000 Penalty: 3204.009277
	Iteration 106Q: 3 clusters Score -2400512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2400511.000000 Penalty: 3204.009277
	Iteration 107Q: 3 clusters Score -2400511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2400517.250000 Penalty: 3204.009277
	Iteration 108Q: 3 clusters Score -2400517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2400528.750000 Penalty: 3204.009277
	Iteration 109Q: 3 clusters Score -2400529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2400529.250000 Penalty: 3204.009277
	Iteration 110Q: 3 clusters Score -2400529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2400530.000000 Penalty: 3204.009277
	Iteration 111Q: 3 clusters Score -2400530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2400532.000000 Penalty: 3204.009277
	Iteration 112Q: 3 clusters Score -2400532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2400529.000000 Penalty: 3204.009277
	Iteration 113Q: 3 clusters Score -2400529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2400531.500000 Penalty: 3204.009277
	Iteration 114Q: 3 clusters Score -2400532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2400532.250000 Penalty: 3204.009277
	Iteration 115Q: 3 clusters Score -2400532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2400529.750000 Penalty: 3204.009277
	Iteration 116Q: 3 clusters Score -2400530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2400529.250000 Penalty: 3204.009277
	Iteration 117Q: 3 clusters Score -2400529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2400530.750000 Penalty: 3204.009277
	Iteration 118Q: 3 clusters Score -2400531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2400530.750000 Penalty: 3204.009277
	Iteration 119F: 3 clusters Score -2400531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -402618.093750 Penalty: 1313.841431
	Iteration 0F: 2 clusters Score -402618.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -399773.843750 Penalty: 2627.682861
	Iteration 0F: 3 clusters Score -399773.8 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -400453.125000 Penalty: 2627.682861
	Iteration 1F: 3 clusters Score -400453.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -400580.281250 Penalty: 2627.682861
	Iteration 2F: 3 clusters Score -400580.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -400667.656250 Penalty: 2627.682861
	Iteration 3Q: 3 clusters Score -400667.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -400738.687500 Penalty: 2627.682861
	Iteration 4Q: 3 clusters Score -400738.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -400792.156250 Penalty: 2627.682861
	Iteration 5Q: 3 clusters Score -400792.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -400838.625000 Penalty: 2627.682861
	Iteration 6Q: 3 clusters Score -400838.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -400891.656250 Penalty: 2627.682861
	Iteration 7Q: 3 clusters Score -400891.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -400947.531250 Penalty: 2627.682861
	Iteration 8Q: 3 clusters Score -400947.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -400989.843750 Penalty: 2627.682861
	Iteration 9Q: 3 clusters Score -400989.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -401026.062500 Penalty: 2627.682861
	Iteration 10Q: 3 clusters Score -401026.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -401052.281250 Penalty: 2627.682861
	Iteration 11Q: 3 clusters Score -401052.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -401075.687500 Penalty: 2627.682861
	Iteration 12Q: 3 clusters Score -401075.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -401098.593750 Penalty: 2627.682861
	Iteration 13Q: 3 clusters Score -401098.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -401119.750000 Penalty: 2627.682861
	Iteration 14Q: 3 clusters Score -401119.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -401137.468750 Penalty: 2627.682861
	Iteration 15Q: 3 clusters Score -401137.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -401165.093750 Penalty: 2627.682861
	Iteration 16Q: 3 clusters Score -401165.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -401195.937500 Penalty: 2627.682861
	Iteration 17Q: 3 clusters Score -401195.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -401219.000000 Penalty: 2627.682861
	Iteration 18Q: 3 clusters Score -401219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -401255.437500 Penalty: 2627.682861
	Iteration 19Q: 3 clusters Score -401255.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -401288.250000 Penalty: 2627.682861
	Iteration 20F: 3 clusters Score -401288.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -401315.718750 Penalty: 2627.682861
	Iteration 21Q: 3 clusters Score -401315.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -401336.250000 Penalty: 2627.682861
	Iteration 22Q: 3 clusters Score -401336.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -401350.156250 Penalty: 2627.682861
	Iteration 23Q: 3 clusters Score -401350.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -401362.250000 Penalty: 2627.682861
	Iteration 24Q: 3 clusters Score -401362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -401368.781250 Penalty: 2627.682861
	Iteration 25Q: 3 clusters Score -401368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -401375.812500 Penalty: 2627.682861
	Iteration 26Q: 3 clusters Score -401375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -401382.656250 Penalty: 2627.682861
	Iteration 27Q: 3 clusters Score -401382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -401386.375000 Penalty: 2627.682861
	Iteration 28Q: 3 clusters Score -401386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -401388.500000 Penalty: 2627.682861
	Iteration 29Q: 3 clusters Score -401388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -401392.062500 Penalty: 2627.682861
	Iteration 30Q: 3 clusters Score -401392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -401396.718750 Penalty: 2627.682861
	Iteration 31Q: 3 clusters Score -401396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -401400.062500 Penalty: 2627.682861
	Iteration 32Q: 3 clusters Score -401400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -401403.625000 Penalty: 2627.682861
	Iteration 33Q: 3 clusters Score -401403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -401405.812500 Penalty: 2627.682861
	Iteration 34Q: 3 clusters Score -401405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -401408.718750 Penalty: 2627.682861
	Iteration 35Q: 3 clusters Score -401408.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -401415.750000 Penalty: 2627.682861
	Iteration 36Q: 3 clusters Score -401415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -401419.125000 Penalty: 2627.682861
	Iteration 37Q: 3 clusters Score -401419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -401421.031250 Penalty: 2627.682861
	Iteration 38Q: 3 clusters Score -401421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -401422.531250 Penalty: 2627.682861
	Iteration 39Q: 3 clusters Score -401422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -401424.437500 Penalty: 2627.682861
	Iteration 40F: 3 clusters Score -401424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -401427.750000 Penalty: 2627.682861
	Iteration 41Q: 3 clusters Score -401427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -401430.281250 Penalty: 2627.682861
	Iteration 42Q: 3 clusters Score -401430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -401431.031250 Penalty: 2627.682861
	Iteration 43Q: 3 clusters Score -401431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -401431.031250 Penalty: 2627.682861
	Iteration 44F: 3 clusters Score -401431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Entering Unmasked Estep 
Score: -6739587.000000 Penalty: 1768.187866
	Iteration 0F: 2 clusters Score -6739587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -6704088.000000 Penalty: 3536.375732
	Iteration 0F: 3 clusters Score -6704088 nChanged 24930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -6718508.500000 Penalty: 3536.375732
	Iteration 1F: 3 clusters Score -6718508 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -6719117.000000 Penalty: 3536.375732
	Iteration 2Q: 3 clusters Score -6719117 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -6719834.000000 Penalty: 3536.375732
	Iteration 3Q: 3 clusters Score -6719834 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -6720612.500000 Penalty: 3536.375732
	Iteration 4Q: 3 clusters Score -6720612 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -6721627.000000 Penalty: 3536.375732
	Iteration 5Q: 3 clusters Score -6721627 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -6722747.000000 Penalty: 3536.375732
	Iteration 6Q: 3 clusters Score -6722747 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -6724031.000000 Penalty: 3536.375732
	Iteration 7F: 3 clusters Score -6724031 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -6725402.500000 Penalty: 3536.375732
	Iteration 8F: 3 clusters Score -6725402 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -6726928.000000 Penalty: 3536.375732
	Iteration 9F: 3 clusters Score -6726928 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -6728637.500000 Penalty: 3536.375732
	Iteration 10F: 3 clusters Score -6728638 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6730254.500000 Penalty: 3536.375732
	Iteration 11F: 3 clusters Score -6730254 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -6731532.500000 Penalty: 3536.375732
	Iteration 12Q: 3 clusters Score -6731532 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -6732325.000000 Penalty: 3536.375732
	Iteration 13Q: 3 clusters Score -6732325 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -6732719.000000 Penalty: 3536.375732
	Iteration 14Q: 3 clusters Score -6732719 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -6732955.500000 Penalty: 3536.375732
	Iteration 15Q: 3 clusters Score -6732956 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -6733104.000000 Penalty: 3536.375732
	Iteration 16Q: 3 clusters Score -6733104 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -6733250.000000 Penalty: 3536.375732
	Iteration 17Q: 3 clusters Score -6733250 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -6733442.000000 Penalty: 3536.375732
	Iteration 18Q: 3 clusters Score -6733442 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -6733612.500000 Penalty: 3536.375732
	Iteration 19Q: 3 clusters Score -6733612 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -6733791.000000 Penalty: 3536.375732
	Iteration 20F: 3 clusters Score -6733791 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -6733976.500000 Penalty: 3536.375732
	Iteration 21Q: 3 clusters Score -6733976 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -6734141.500000 Penalty: 3536.375732
	Iteration 22Q: 3 clusters Score -6734142 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -6734297.000000 Penalty: 3536.375732
	Iteration 23Q: 3 clusters Score -6734297 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -6734424.000000 Penalty: 3536.375732
	Iteration 24Q: 3 clusters Score -6734424 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -6734610.000000 Penalty: 3536.375732
	Iteration 25Q: 3 clusters Score -6734610 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -6734761.000000 Penalty: 3536.375732
	Iteration 26Q: 3 clusters Score -6734761 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -6734931.000000 Penalty: 3536.375732
	Iteration 27Q: 3 clusters Score -6734931 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -6735111.500000 Penalty: 3536.375732
	Iteration 28Q: 3 clusters Score -6735112 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -6735304.000000 Penalty: 3536.375732
	Iteration 29Q: 3 clusters Score -6735304 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -6735491.500000 Penalty: 3536.375732
	Iteration 30Q: 3 clusters Score -6735492 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -6735679.500000 Penalty: 3536.375732
	Iteration 31Q: 3 clusters Score -6735680 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -6735874.500000 Penalty: 3536.375732
	Iteration 32Q: 3 clusters Score -6735874 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -6736088.000000 Penalty: 3536.375732
	Iteration 33Q: 3 clusters Score -6736088 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -6736290.500000 Penalty: 3536.375732
	Iteration 34Q: 3 clusters Score -6736290 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -6736504.500000 Penalty: 3536.375732
	Iteration 35Q: 3 clusters Score -6736504 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -6736716.000000 Penalty: 3536.375732
	Iteration 36Q: 3 clusters Score -6736716 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -6736853.500000 Penalty: 3536.375732
	Iteration 37Q: 3 clusters Score -6736854 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -6736970.000000 Penalty: 3536.375732
	Iteration 38Q: 3 clusters Score -6736970 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6737078.000000 Penalty: 3536.375732
	Iteration 39Q: 3 clusters Score -6737078 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -6737175.500000 Penalty: 3536.375732
	Iteration 40F: 3 clusters Score -6737176 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -6737267.500000 Penalty: 3536.375732
	Iteration 41Q: 3 clusters Score -6737268 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -6737335.000000 Penalty: 3536.375732
	Iteration 42Q: 3 clusters Score -6737335 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -6737373.500000 Penalty: 3536.375732
	Iteration 43Q: 3 clusters Score -6737374 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -6737452.000000 Penalty: 3536.375732
	Iteration 44Q: 3 clusters Score -6737452 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -6737498.500000 Penalty: 3536.375732
	Iteration 45Q: 3 clusters Score -6737498 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -6737570.500000 Penalty: 3536.375732
	Iteration 46Q: 3 clusters Score -6737570 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -6737640.000000 Penalty: 3536.375732
	Iteration 47Q: 3 clusters Score -6737640 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -6737685.000000 Penalty: 3536.375732
	Iteration 48Q: 3 clusters Score -6737685 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -6737738.500000 Penalty: 3536.375732
	Iteration 49Q: 3 clusters Score -6737738 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -6737795.500000 Penalty: 3536.375732
	Iteration 50Q: 3 clusters Score -6737796 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -6737836.000000 Penalty: 3536.375732
	Iteration 51Q: 3 clusters Score -6737836 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -6737869.500000 Penalty: 3536.375732
	Iteration 52Q: 3 clusters Score -6737870 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -6737909.000000 Penalty: 3536.375732
	Iteration 53Q: 3 clusters Score -6737909 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -6737930.000000 Penalty: 3536.375732
	Iteration 54Q: 3 clusters Score -6737930 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -6737952.500000 Penalty: 3536.375732
	Iteration 55Q: 3 clusters Score -6737952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -6737970.500000 Penalty: 3536.375732
	Iteration 56Q: 3 clusters Score -6737970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -6737985.000000 Penalty: 3536.375732
	Iteration 57Q: 3 clusters Score -6737985 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -6738017.500000 Penalty: 3536.375732
	Iteration 58Q: 3 clusters Score -6738018 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -6738027.000000 Penalty: 3536.375732
	Iteration 59Q: 3 clusters Score -6738027 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -6738043.500000 Penalty: 3536.375732
	Iteration 60F: 3 clusters Score -6738044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -6738030.500000 Penalty: 3536.375732
	Iteration 61Q: 3 clusters Score -6738030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -6738063.500000 Penalty: 3536.375732
	Iteration 62Q: 3 clusters Score -6738064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -6738076.000000 Penalty: 3536.375732
	Iteration 63Q: 3 clusters Score -6738076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6738092.000000 Penalty: 3536.375732
	Iteration 64Q: 3 clusters Score -6738092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6738101.500000 Penalty: 3536.375732
	Iteration 65Q: 3 clusters Score -6738102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6738108.000000 Penalty: 3536.375732
	Iteration 66Q: 3 clusters Score -6738108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6738118.500000 Penalty: 3536.375732
	Iteration 67Q: 3 clusters Score -6738118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -6738130.000000 Penalty: 3536.375732
	Iteration 68Q: 3 clusters Score -6738130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6738142.000000 Penalty: 3536.375732
	Iteration 69Q: 3 clusters Score -6738142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -6738143.000000 Penalty: 3536.375732
	Iteration 70Q: 3 clusters Score -6738143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6738149.500000 Penalty: 3536.375732
	Iteration 71Q: 3 clusters Score -6738150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -6738144.500000 Penalty: 3536.375732
	Iteration 72Q: 3 clusters Score -6738144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -6738147.000000 Penalty: 3536.375732
	Iteration 73Q: 3 clusters Score -6738147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -6738146.500000 Penalty: 3536.375732
	Iteration 74Q: 3 clusters Score -6738146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -6738156.000000 Penalty: 3536.375732
	Iteration 75Q: 3 clusters Score -6738156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -6738163.500000 Penalty: 3536.375732
	Iteration 76Q: 3 clusters Score -6738164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -6738159.500000 Penalty: 3536.375732
	Iteration 77Q: 3 clusters Score -6738160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -6738167.000000 Penalty: 3536.375732
	Iteration 78Q: 3 clusters Score -6738167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6738160.500000 Penalty: 3536.375732
	Iteration 79Q: 3 clusters Score -6738160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -6738167.500000 Penalty: 3536.375732
	Iteration 80F: 3 clusters Score -6738168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6738163.500000 Penalty: 3536.375732
	Iteration 81Q: 3 clusters Score -6738164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6738163.500000 Penalty: 3536.375732
	Iteration 82Q: 3 clusters Score -6738164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6738164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -6738170.500000 Penalty: 3536.375732
	Iteration 84Q: 3 clusters Score -6738170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -6738177.500000 Penalty: 3536.375732
	Iteration 85Q: 3 clusters Score -6738178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -6738170.000000 Penalty: 3536.375732
	Iteration 86Q: 3 clusters Score -6738170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -6738168.000000 Penalty: 3536.375732
	Iteration 87Q: 3 clusters Score -6738168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -6738175.000000 Penalty: 3536.375732
	Iteration 88Q: 3 clusters Score -6738175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -6738178.500000 Penalty: 3536.375732
	Iteration 89Q: 3 clusters Score -6738178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -6738190.000000 Penalty: 3536.375732
	Iteration 90Q: 3 clusters Score -6738190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -6738191.000000 Penalty: 3536.375732
	Iteration 91Q: 3 clusters Score -6738191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -6738197.500000 Penalty: 3536.375732
	Iteration 92Q: 3 clusters Score -6738198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -6738196.500000 Penalty: 3536.375732
	Iteration 93Q: 3 clusters Score -6738196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6738210.000000 Penalty: 3536.375732
	Iteration 94Q: 3 clusters Score -6738210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -6738224.500000 Penalty: 3536.375732
	Iteration 95Q: 3 clusters Score -6738224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -6738235.000000 Penalty: 3536.375732
	Iteration 96Q: 3 clusters Score -6738235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -6738249.000000 Penalty: 3536.375732
	Iteration 97Q: 3 clusters Score -6738249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -6738232.000000 Penalty: 3536.375732
	Iteration 98Q: 3 clusters Score -6738232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -6738233.000000 Penalty: 3536.375732
	Iteration 99Q: 3 clusters Score -6738233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -6738241.000000 Penalty: 3536.375732
	Iteration 100F: 3 clusters Score -6738241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -6738248.000000 Penalty: 3536.375732
	Iteration 101Q: 3 clusters Score -6738248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -6738260.000000 Penalty: 3536.375732
	Iteration 102Q: 3 clusters Score -6738260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6738271.000000 Penalty: 3536.375732
	Iteration 103Q: 3 clusters Score -6738271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6738271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -6738275.500000 Penalty: 3536.375732
	Iteration 105Q: 3 clusters Score -6738276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -6738277.500000 Penalty: 3536.375732
	Iteration 106Q: 3 clusters Score -6738278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -6738284.000000 Penalty: 3536.375732
	Iteration 107Q: 3 clusters Score -6738284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -6738274.500000 Penalty: 3536.375732
	Iteration 108Q: 3 clusters Score -6738274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -6738285.500000 Penalty: 3536.375732
	Iteration 109Q: 3 clusters Score -6738286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -6738287.000000 Penalty: 3536.375732
	Iteration 110Q: 3 clusters Score -6738287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -6738283.000000 Penalty: 3536.375732
	Iteration 111Q: 3 clusters Score -6738283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -6738288.500000 Penalty: 3536.375732
	Iteration 112Q: 3 clusters Score -6738288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -6738293.500000 Penalty: 3536.375732
	Iteration 113Q: 3 clusters Score -6738294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -6738299.500000 Penalty: 3536.375732
	Iteration 114Q: 3 clusters Score -6738300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -6738306.500000 Penalty: 3536.375732
	Iteration 115Q: 3 clusters Score -6738306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -6738312.500000 Penalty: 3536.375732
	Iteration 116Q: 3 clusters Score -6738312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -6738314.500000 Penalty: 3536.375732
	Iteration 117Q: 3 clusters Score -6738314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -6738315.500000 Penalty: 3536.375732
	Iteration 118Q: 3 clusters Score -6738316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -6738316.000000 Penalty: 3536.375732
	Iteration 119Q: 3 clusters Score -6738316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -6738314.500000 Penalty: 3536.375732
	Iteration 120F: 3 clusters Score -6738314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -6738320.500000 Penalty: 3536.375732
	Iteration 121Q: 3 clusters Score -6738320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -6738326.500000 Penalty: 3536.375732
	Iteration 122Q: 3 clusters Score -6738326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -6738334.000000 Penalty: 3536.375732
	Iteration 123Q: 3 clusters Score -6738334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -6738331.000000 Penalty: 3536.375732
	Iteration 124Q: 3 clusters Score -6738331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -6738324.500000 Penalty: 3536.375732
	Iteration 125Q: 3 clusters Score -6738324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -6738324.500000 Penalty: 3536.375732
	Iteration 126Q: 3 clusters Score -6738324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -6738321.500000 Penalty: 3536.375732
	Iteration 127Q: 3 clusters Score -6738322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -6738319.500000 Penalty: 3536.375732
	Iteration 128Q: 3 clusters Score -6738320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6738323.500000 Penalty: 3536.375732
	Iteration 129Q: 3 clusters Score -6738324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -6738328.000000 Penalty: 3536.375732
	Iteration 130Q: 3 clusters Score -6738328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -6738325.000000 Penalty: 3536.375732
	Iteration 131Q: 3 clusters Score -6738325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -6738326.000000 Penalty: 3536.375732
	Iteration 132Q: 3 clusters Score -6738326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -6738330.500000 Penalty: 3536.375732
	Iteration 133Q: 3 clusters Score -6738330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -6738330.500000 Penalty: 3536.375732
	Iteration 134Q: 3 clusters Score -6738330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -6738334.000000 Penalty: 3536.375732
	Iteration 135Q: 3 clusters Score -6738334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -6738341.500000 Penalty: 3536.375732
	Iteration 136Q: 3 clusters Score -6738342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -6738333.500000 Penalty: 3536.375732
	Iteration 137Q: 3 clusters Score -6738334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -6738337.500000 Penalty: 3536.375732
	Iteration 138Q: 3 clusters Score -6738338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6738338.000000 Penalty: 3536.375732
	Iteration 139Q: 3 clusters Score -6738338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -6738340.000000 Penalty: 3536.375732
	Iteration 140F: 3 clusters Score -6738340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -6738342.500000 Penalty: 3536.375732
	Iteration 141Q: 3 clusters Score -6738342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -6738339.500000 Penalty: 3536.375732
	Iteration 142Q: 3 clusters Score -6738340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -6738346.000000 Penalty: 3536.375732
	Iteration 143Q: 3 clusters Score -6738346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -6738337.500000 Penalty: 3536.375732
	Iteration 144Q: 3 clusters Score -6738338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6738338.000000 Penalty: 3536.375732
	Iteration 145Q: 3 clusters Score -6738338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -6738340.000000 Penalty: 3536.375732
	Iteration 146Q: 3 clusters Score -6738340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -6738339.000000 Penalty: 3536.375732
	Iteration 147Q: 3 clusters Score -6738339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -6738341.000000 Penalty: 3536.375732
	Iteration 148Q: 3 clusters Score -6738341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -6738335.500000 Penalty: 3536.375732
	Iteration 149Q: 3 clusters Score -6738336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -6738335.000000 Penalty: 3536.375732
	Iteration 150Q: 3 clusters Score -6738335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -6738344.500000 Penalty: 3536.375732
	Iteration 151Q: 3 clusters Score -6738344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -6738348.500000 Penalty: 3536.375732
	Iteration 152Q: 3 clusters Score -6738348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -6738346.000000 Penalty: 3536.375732
	Iteration 153Q: 3 clusters Score -6738346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6738343.000000 Penalty: 3536.375732
	Iteration 154Q: 3 clusters Score -6738343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -6738337.500000 Penalty: 3536.375732
	Iteration 155Q: 3 clusters Score -6738338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6738337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -6738337.000000 Penalty: 3536.375732
	Iteration 157F: 3 clusters Score -6738337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 102213 members 
Mstep: Class 5 contains 109937 members 
Mstep: Class 7 contains 109614 members 
Mstep: Class 11 contains 72897 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 97362 members 
Mstep: Class 14 contains 2512 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 19120 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 53165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72785800.000000 Penalty: 34500.488281
Iteration 39Q: 17 clusters Score -7.27858e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 437 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 102361 members 
Mstep: Class 5 contains 109941 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 108838 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 11 contains 74895 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 96247 members 
Mstep: Class 14 contains 2515 members 
Mstep: Class 15 contains 3269 members 
Mstep: Class 16 contains 19044 members 
Mstep: Class 18 contains 3247 members 
Mstep: Class 19 contains 52949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72788784.000000 Penalty: 34500.488281
Iteration 40F: 17 clusters Score -7.278878e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 102339 members 
Mstep: Class 5 contains 109914 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 107916 members 
Mstep: Class 8 contains 982 members 
Mstep: Class 11 contains 77480 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 94937 members 
Mstep: Class 14 contains 2573 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 16 contains 18968 members 
Mstep: Class 18 contains 3245 members 
Mstep: Class 19 contains 52638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791080.000000 Penalty: 34500.488281
Iteration 41Q: 17 clusters Score -7.279108e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 102272 members 
Mstep: Class 5 contains 109862 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 107077 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 11 contains 79987 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 13 contains 93601 members 
Mstep: Class 14 contains 2617 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 18900 members 
Mstep: Class 18 contains 3251 members 
Mstep: Class 19 contains 52418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792648.000000 Penalty: 34500.488281
Iteration 42Q: 17 clusters Score -7.279265e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 102249 members 
Mstep: Class 5 contains 109798 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 106336 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 11 contains 82334 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 92290 members 
Mstep: Class 14 contains 2663 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 18 contains 3258 members 
Mstep: Class 19 contains 52241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793592.000000 Penalty: 34500.488281
Iteration 43Q: 17 clusters Score -7.279359e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 102333 members 
Mstep: Class 5 contains 109709 members 
Mstep: Class 6 contains 707 members 
Mstep: Class 7 contains 105643 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 11 contains 84620 members 
Mstep: Class 12 contains 2635 members 
Mstep: Class 13 contains 90897 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 3315 members 
Mstep: Class 16 contains 18751 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 52066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795192.000000 Penalty: 34500.488281
Iteration 44Q: 17 clusters Score -7.279519e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 102383 members 
Mstep: Class 5 contains 109627 members 
Mstep: Class 6 contains 690 members 
Mstep: Class 7 contains 104952 members 
Mstep: Class 8 contains 1018 members 
Mstep: Class 11 contains 86919 members 
Mstep: Class 12 contains 2618 members 
Mstep: Class 13 contains 89503 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 3325 members 
Mstep: Class 16 contains 18707 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 51888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796304.000000 Penalty: 34500.488281
Iteration 45Q: 17 clusters Score -7.27963e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 711 members 
Mstep: Class 4 contains 102404 members 
Mstep: Class 5 contains 109555 members 
Mstep: Class 6 contains 672 members 
Mstep: Class 7 contains 104294 members 
Mstep: Class 8 contains 1036 members 
Mstep: Class 11 contains 89384 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 87955 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 3335 members 
Mstep: Class 16 contains 18669 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 51685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796688.000000 Penalty: 34500.488281
Iteration 46Q: 17 clusters Score -7.279669e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 102432 members 
Mstep: Class 5 contains 109419 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 103652 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 11 contains 91953 members 
Mstep: Class 12 contains 2589 members 
Mstep: Class 13 contains 86329 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 18656 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 51458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797760.000000 Penalty: 34500.488281
Iteration 47Q: 17 clusters Score -7.279776e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 729 members 
Mstep: Class 4 contains 102410 members 
Mstep: Class 5 contains 109273 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 7 contains 103161 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 11 contains 94570 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 84634 members 
Mstep: Class 14 contains 2722 members 
Mstep: Class 15 contains 3392 members 
Mstep: Class 16 contains 18669 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 51125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798872.000000 Penalty: 34500.488281
Iteration 48Q: 17 clusters Score -7.279887e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 102380 members 
Mstep: Class 5 contains 109103 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 102891 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 11 contains 97054 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 82847 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 18687 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 50781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799144.000000 Penalty: 34500.488281
Iteration 49Q: 17 clusters Score -7.279914e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 102366 members 
Mstep: Class 5 contains 108937 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 102789 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 11 contains 99544 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 80918 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 18689 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 50389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799536.000000 Penalty: 34500.488281
Iteration 50Q: 17 clusters Score -7.279954e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 740 members 
Mstep: Class 4 contains 102434 members 
Mstep: Class 5 contains 108751 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 102660 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 11 contains 102072 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 78943 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 18677 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 49975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799984.000000 Penalty: 34500.488281
Iteration 51Q: 17 clusters Score -7.279998e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 102616 members 
Mstep: Class 5 contains 108577 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 102358 members 
Mstep: Class 8 contains 1240 members 
Mstep: Class 11 contains 104731 members 
Mstep: Class 12 contains 2530 members 
Mstep: Class 13 contains 77050 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 18661 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 49418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799912.000000 Penalty: 34500.488281
Iteration 52Q: 17 clusters Score -7.279991e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 102827 members 
Mstep: Class 5 contains 108389 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 101912 members 
Mstep: Class 8 contains 1265 members 
Mstep: Class 11 contains 107567 members 
Mstep: Class 12 contains 2523 members 
Mstep: Class 13 contains 75224 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 3690 members 
Mstep: Class 16 contains 18649 members 
Mstep: Class 18 contains 3393 members 
Mstep: Class 19 contains 48751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799864.000000 Penalty: 34500.488281
Iteration 53Q: 17 clusters Score -7.279986e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 102774 members 
Mstep: Class 5 contains 108170 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 101459 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 11 contains 111096 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 73197 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 18662 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 47849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799864.000000 Penalty: 34500.488281
Iteration 54Q: 17 clusters Score -7.279986e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 102537 members 
Mstep: Class 5 contains 107958 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 101314 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 11 contains 115184 members 
Mstep: Class 12 contains 2506 members 
Mstep: Class 13 contains 70750 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 18674 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 46685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798688.000000 Penalty: 34500.488281
Iteration 55Q: 17 clusters Score -7.279869e+07 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 101927 members 
Mstep: Class 5 contains 107659 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 101998 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 11 contains 119099 members 
Mstep: Class 12 contains 2497 members 
Mstep: Class 13 contains 68023 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 18709 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 45554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796128.000000 Penalty: 34500.488281
Iteration 56Q: 17 clusters Score -7.279613e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 101265 members 
Mstep: Class 5 contains 107376 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 103683 members 
Mstep: Class 8 contains 1415 members 
Mstep: Class 11 contains 121879 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 65252 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 18769 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 44553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72793000.000000 Penalty: 34500.488281
Iteration 57Q: 17 clusters Score -7.2793e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 101132 members 
Mstep: Class 5 contains 107153 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 105843 members 
Mstep: Class 8 contains 1415 members 
Mstep: Class 11 contains 122796 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 62933 members 
Mstep: Class 14 contains 2608 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 18879 members 
Mstep: Class 18 contains 3461 members 
Mstep: Class 19 contains 43909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72791080.000000 Penalty: 34500.488281
Iteration 58Q: 17 clusters Score -7.279108e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 101297 members 
Mstep: Class 5 contains 107035 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 108179 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 11 contains 122629 members 
Mstep: Class 12 contains 2482 members 
Mstep: Class 13 contains 61033 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 18962 members 
Mstep: Class 18 contains 3487 members 
Mstep: Class 19 contains 43383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789960.000000 Penalty: 34500.488281
Iteration 59Q: 17 clusters Score -7.278996e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 101595 members 
Mstep: Class 5 contains 106985 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 110306 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 11 contains 122016 members 
Mstep: Class 12 contains 2479 members 
Mstep: Class 13 contains 59586 members 
Mstep: Class 14 contains 2631 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 16 contains 19033 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 42903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792384.000000 Penalty: 34500.488281
Iteration 60F: 17 clusters Score -7.279238e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 101559 members 
Mstep: Class 5 contains 106734 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 111965 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 11 contains 123505 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 57333 members 
Mstep: Class 14 contains 2639 members 
Mstep: Class 15 contains 4710 members 
Mstep: Class 16 contains 19121 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 42097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72790888.000000 Penalty: 34500.488281
Iteration 61Q: 17 clusters Score -7.279089e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 101904 members 
Mstep: Class 5 contains 106582 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 114138 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 11 contains 123402 members 
Mstep: Class 12 contains 2471 members 
Mstep: Class 13 contains 55451 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 4850 members 
Mstep: Class 16 contains 19213 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 41500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72789424.000000 Penalty: 34500.488281
Iteration 62Q: 17 clusters Score -7.278942e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 102395 members 
Mstep: Class 5 contains 106476 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 116444 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 11 contains 122541 members 
Mstep: Class 12 contains 2468 members 
Mstep: Class 13 contains 53924 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 40950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72788008.000000 Penalty: 34500.488281
Iteration 63Q: 17 clusters Score -7.278801e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 102875 members 
Mstep: Class 5 contains 106413 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 118502 members 
Mstep: Class 8 contains 1328 members 
Mstep: Class 11 contains 121531 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 52737 members 
Mstep: Class 14 contains 2620 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 19425 members 
Mstep: Class 18 contains 3511 members 
Mstep: Class 19 contains 40444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72786944.000000 Penalty: 34500.488281
Iteration 64Q: 17 clusters Score -7.278694e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 103377 members 
Mstep: Class 5 contains 106411 members 
Mstep: Class 6 contains 625 members 
Mstep: Class 7 contains 120151 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 11 contains 120714 members 
Mstep: Class 12 contains 2465 members 
Mstep: Class 13 contains 51679 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 5201 members 
Mstep: Class 16 contains 19533 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 39927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72785768.000000 Penalty: 34500.488281
Iteration 65Q: 17 clusters Score -7.278577e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 103814 members 
Mstep: Class 5 contains 106403 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 121237 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 11 contains 120375 members 
Mstep: Class 12 contains 2464 members 
Mstep: Class 13 contains 50797 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 5290 members 
Mstep: Class 16 contains 19633 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 39431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72784784.000000 Penalty: 34500.488281
Iteration 66Q: 17 clusters Score -7.278478e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 104254 members 
Mstep: Class 5 contains 106390 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 121847 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 11 contains 120278 members 
Mstep: Class 12 contains 2463 members 
Mstep: Class 13 contains 50076 members 
Mstep: Class 14 contains 2577 members 
Mstep: Class 15 contains 5406 members 
Mstep: Class 16 contains 19725 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 38982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783848.000000 Penalty: 34500.488281
Iteration 67Q: 17 clusters Score -7.278385e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 104663 members 
Mstep: Class 5 contains 106375 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 121958 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 11 contains 120568 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 19783 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 38614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783504.000000 Penalty: 34500.488281
Iteration 68Q: 17 clusters Score -7.27835e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 105096 members 
Mstep: Class 5 contains 106366 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 121756 members 
Mstep: Class 8 contains 1509 members 
Mstep: Class 11 contains 121084 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 48786 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 19843 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 38269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 17 clusters Score -7.278321e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 105526 members 
Mstep: Class 5 contains 106375 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 121322 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 11 contains 121773 members 
Mstep: Class 12 contains 2462 members 
Mstep: Class 13 contains 48148 members 
Mstep: Class 14 contains 2577 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 19905 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 37962 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 17 clusters Score -7.278334e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 106028 members 
Mstep: Class 5 contains 106397 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 120826 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 11 contains 122420 members 
Mstep: Class 12 contains 2463 members 
Mstep: Class 13 contains 47557 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 5979 members 
Mstep: Class 16 contains 19931 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 37670 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 17 clusters Score -7.278317e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 106500 members 
Mstep: Class 5 contains 106397 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 120316 members 
Mstep: Class 8 contains 1571 members 
Mstep: Class 11 contains 123108 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 46986 members 
Mstep: Class 14 contains 2600 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 19934 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 37400 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 17 clusters Score -7.278318e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 106953 members 
Mstep: Class 5 contains 106386 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 119846 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 11 contains 123838 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 46356 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 6311 members 
Mstep: Class 16 contains 19956 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 37127 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 17 clusters Score -7.278342e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 107420 members 
Mstep: Class 5 contains 106381 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 119416 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 11 contains 124506 members 
Mstep: Class 12 contains 2446 members 
Mstep: Class 13 contains 45712 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 19970 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 36871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783408.000000 Penalty: 34500.488281
Iteration 74Q: 17 clusters Score -7.278341e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 107897 members 
Mstep: Class 5 contains 106383 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 119152 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 11 contains 124942 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 45057 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 6652 members 
Mstep: Class 16 contains 19974 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 36659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783312.000000 Penalty: 34500.488281
Iteration 75Q: 17 clusters Score -7.278331e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 108320 members 
Mstep: Class 5 contains 106397 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 118951 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 11 contains 125321 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 44412 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 6849 members 
Mstep: Class 16 contains 19940 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 36467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783280.000000 Penalty: 34500.488281
Iteration 76Q: 17 clusters Score -7.278328e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 108648 members 
Mstep: Class 5 contains 106399 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 118907 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 11 contains 125581 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 43793 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 15 contains 7059 members 
Mstep: Class 16 contains 19890 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 36330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783240.000000 Penalty: 34500.488281
Iteration 77Q: 17 clusters Score -7.278324e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 108938 members 
Mstep: Class 5 contains 106382 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 118969 members 
Mstep: Class 8 contains 1596 members 
Mstep: Class 11 contains 125845 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 43143 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 7280 members 
Mstep: Class 16 contains 19813 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 36180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783424.000000 Penalty: 34500.488281
Iteration 78Q: 17 clusters Score -7.278342e+07 nChanged 3213
Entering ConstructFrom: 
Score: -72783424.000000 Penalty: 34500.488281
Entering ConstructFrom: 
Trying to split cluster 1 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -12787.274414 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -12787.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12133.684570 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -12133.68 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12408.725586 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -12408.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12536.509766 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -12536.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12585.908203 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -12585.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12634.973633 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -12634.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12692.281250 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -12692.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12696.001953 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -12696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12700.927734 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -12700.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12701.840820 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -12701.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12703.015625 Penalty: 1854.810913
	Iteration 9F: 3 clusters Score -12703.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12715.527344 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -12715.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12719.656250 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -12719.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12719.656250 Penalty: 1854.810913
	Iteration 12F: 3 clusters Score -12719.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -37463.546875 Penalty: 1009.222473
	Iteration 0F: 2 clusters Score -37463.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36533.132812 Penalty: 2018.444946
	Iteration 0F: 3 clusters Score -36533.13 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37077.734375 Penalty: 2018.444946
	Iteration 1F: 3 clusters Score -37077.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37441.171875 Penalty: 2018.444946
	Iteration 2F: 3 clusters Score -37441.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37700.421875 Penalty: 2018.444946
	Iteration 3F: 3 clusters Score -37700.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37849.937500 Penalty: 2018.444946
	Iteration 4F: 3 clusters Score -37849.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37964.585938 Penalty: 2018.444946
	Iteration 5Q: 3 clusters Score -37964.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38005.832031 Penalty: 2018.444946
	Iteration 6Q: 3 clusters Score -38005.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38018.718750 Penalty: 2018.444946
	Iteration 7Q: 3 clusters Score -38018.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38021.167969 Penalty: 2018.444946
	Iteration 8Q: 3 clusters Score -38021.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38027.574219 Penalty: 2018.444946
	Iteration 9F: 3 clusters Score -38027.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38050.933594 Penalty: 2018.444946
	Iteration 10Q: 3 clusters Score -38050.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38053.726562 Penalty: 2018.444946
	Iteration 11Q: 3 clusters Score -38053.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38091.585938 Penalty: 2018.444946
	Iteration 12Q: 3 clusters Score -38091.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38093.929688 Penalty: 2018.444946
	Iteration 13Q: 3 clusters Score -38093.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38094.527344 Penalty: 2018.444946
	Iteration 14Q: 3 clusters Score -38094.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38094.527344 Penalty: 2018.444946
	Iteration 15F: 3 clusters Score -38094.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 109244 members 
Mstep: Class 5 contains 106381 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 119159 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 227 members 
Mstep: Class 11 contains 126034 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 42432 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 7509 members 
Mstep: Class 16 contains 19713 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 36009 members 
Entering Unmasked Estep 
Score: -72782720.000000 Penalty: 36656.769531
Splitting cluster 2 changes total score from -72783424.000000 to -72782720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -74745.156250 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -74745.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73624.250000 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -73624.25 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73941.226562 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -73941.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74017.554688 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -74017.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74066.789062 Penalty: 2148.913330
	Iteration 3Q: 3 clusters Score -74066.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74100.664062 Penalty: 2148.913330
	Iteration 4Q: 3 clusters Score -74100.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74134.484375 Penalty: 2148.913330
	Iteration 5Q: 3 clusters Score -74134.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74156.531250 Penalty: 2148.913330
	Iteration 6Q: 3 clusters Score -74156.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74185.351562 Penalty: 2148.913330
	Iteration 7Q: 3 clusters Score -74185.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74207.000000 Penalty: 2148.913330
	Iteration 8Q: 3 clusters Score -74207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74214.882812 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -74214.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74222.828125 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -74222.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74229.992188 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -74229.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74233.640625 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -74233.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74236.296875 Penalty: 2148.913330
	Iteration 13Q: 3 clusters Score -74236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74238.132812 Penalty: 2148.913330
	Iteration 14Q: 3 clusters Score -74238.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74238.132812 Penalty: 2148.913330
	Iteration 15F: 3 clusters Score -74238.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Entering Unmasked Estep 
Score: -13900925.000000 Penalty: 1885.217651
	Iteration 0F: 2 clusters Score -1.390092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -13829956.000000 Penalty: 3770.435303
	Iteration 0F: 3 clusters Score -1.382996e+07 nChanged 52279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -13860245.000000 Penalty: 3770.435303
	Iteration 1F: 3 clusters Score -1.386024e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -13860994.000000 Penalty: 3770.435303
	Iteration 2Q: 3 clusters Score -1.386099e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -13861897.000000 Penalty: 3770.435303
	Iteration 3Q: 3 clusters Score -1.38619e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -13863614.000000 Penalty: 3770.435303
	Iteration 4Q: 3 clusters Score -1.386361e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -13866494.000000 Penalty: 3770.435303
	Iteration 5F: 3 clusters Score -1.386649e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -13871573.000000 Penalty: 3770.435303
	Iteration 6F: 3 clusters Score -1.387157e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -13878993.000000 Penalty: 3770.435303
	Iteration 7F: 3 clusters Score -1.387899e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -13887192.000000 Penalty: 3770.435303
	Iteration 8F: 3 clusters Score -1.388719e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -13893824.000000 Penalty: 3770.435303
	Iteration 9F: 3 clusters Score -1.389382e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -13897192.000000 Penalty: 3770.435303
	Iteration 10Q: 3 clusters Score -1.389719e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -13898508.000000 Penalty: 3770.435303
	Iteration 11Q: 3 clusters Score -1.389851e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13899001.000000 Penalty: 3770.435303
	Iteration 12Q: 3 clusters Score -1.3899e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -13899132.000000 Penalty: 3770.435303
	Iteration 13Q: 3 clusters Score -1.389913e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13899221.000000 Penalty: 3770.435303
	Iteration 14Q: 3 clusters Score -1.389922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108943 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13899265.000000 Penalty: 3770.435303
	Iteration 15Q: 3 clusters Score -1.389926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13899311.000000 Penalty: 3770.435303
	Iteration 16Q: 3 clusters Score -1.389931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108981 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13899325.000000 Penalty: 3770.435303
	Iteration 17Q: 3 clusters Score -1.389932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108988 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13899333.000000 Penalty: 3770.435303
	Iteration 18Q: 3 clusters Score -1.389933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108994 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13899330.000000 Penalty: 3770.435303
	Iteration 19Q: 3 clusters Score -1.389933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108994 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13899341.000000 Penalty: 3770.435303
	Iteration 20F: 3 clusters Score -1.389934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13899352.000000 Penalty: 3770.435303
	Iteration 21Q: 3 clusters Score -1.389935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13899346.000000 Penalty: 3770.435303
	Iteration 22Q: 3 clusters Score -1.389935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13899342.000000 Penalty: 3770.435303
	Iteration 23Q: 3 clusters Score -1.389934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13899348.000000 Penalty: 3770.435303
	Iteration 24Q: 3 clusters Score -1.389935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13899344.000000 Penalty: 3770.435303
	Iteration 25Q: 3 clusters Score -1.389934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13899344.000000 Penalty: 3770.435303
	Iteration 26Q: 3 clusters Score -1.389934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13899344.000000 Penalty: 3770.435303
	Iteration 27F: 3 clusters Score -1.389934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Entering Unmasked Estep 
Score: -13793521.000000 Penalty: 1880.902100
	Iteration 0F: 2 clusters Score -1.379352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -13730234.000000 Penalty: 3761.804199
	Iteration 0F: 3 clusters Score -1.373023e+07 nChanged 50901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -13759831.000000 Penalty: 3761.804199
	Iteration 1F: 3 clusters Score -1.375983e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -13760480.000000 Penalty: 3761.804199
	Iteration 2Q: 3 clusters Score -1.376048e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -13761346.000000 Penalty: 3761.804199
	Iteration 3Q: 3 clusters Score -1.376135e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -13762452.000000 Penalty: 3761.804199
	Iteration 4Q: 3 clusters Score -1.376245e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -13764175.000000 Penalty: 3761.804199
	Iteration 5Q: 3 clusters Score -1.376418e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -13767169.000000 Penalty: 3761.804199
	Iteration 6Q: 3 clusters Score -1.376717e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -13771715.000000 Penalty: 3761.804199
	Iteration 7F: 3 clusters Score -1.377172e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -13776411.000000 Penalty: 3761.804199
	Iteration 8F: 3 clusters Score -1.377641e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -13778648.000000 Penalty: 3761.804199
	Iteration 9F: 3 clusters Score -1.377865e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -13779219.000000 Penalty: 3761.804199
	Iteration 10Q: 3 clusters Score -1.377922e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -13779343.000000 Penalty: 3761.804199
	Iteration 11Q: 3 clusters Score -1.377934e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -13779455.000000 Penalty: 3761.804199
	Iteration 12Q: 3 clusters Score -1.377946e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -13779554.000000 Penalty: 3761.804199
	Iteration 13Q: 3 clusters Score -1.377955e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -13779550.000000 Penalty: 3761.804199
	Iteration 14Q: 3 clusters Score -1.377955e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -13779598.000000 Penalty: 3761.804199
	Iteration 15Q: 3 clusters Score -1.37796e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -13779617.000000 Penalty: 3761.804199
	Iteration 16Q: 3 clusters Score -1.377962e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -13779688.000000 Penalty: 3761.804199
	Iteration 17Q: 3 clusters Score -1.377969e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -13779726.000000 Penalty: 3761.804199
	Iteration 18Q: 3 clusters Score -1.377973e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -13779774.000000 Penalty: 3761.804199
	Iteration 19Q: 3 clusters Score -1.377977e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -13779823.000000 Penalty: 3761.804199
	Iteration 20F: 3 clusters Score -1.377982e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -13779900.000000 Penalty: 3761.804199
	Iteration 21Q: 3 clusters Score -1.37799e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -13779890.000000 Penalty: 3761.804199
	Iteration 22Q: 3 clusters Score -1.377989e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -13779933.000000 Penalty: 3761.804199
	Iteration 23Q: 3 clusters Score -1.377993e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -13779950.000000 Penalty: 3761.804199
	Iteration 24Q: 3 clusters Score -1.377995e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -13779983.000000 Penalty: 3761.804199
	Iteration 25Q: 3 clusters Score -1.377998e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -13779961.000000 Penalty: 3761.804199
	Iteration 26Q: 3 clusters Score -1.377996e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -13780010.000000 Penalty: 3761.804199
	Iteration 27Q: 3 clusters Score -1.378001e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -13780058.000000 Penalty: 3761.804199
	Iteration 28Q: 3 clusters Score -1.378006e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -13780093.000000 Penalty: 3761.804199
	Iteration 29Q: 3 clusters Score -1.378009e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -13780094.000000 Penalty: 3761.804199
	Iteration 30Q: 3 clusters Score -1.378009e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -13780101.000000 Penalty: 3761.804199
	Iteration 31Q: 3 clusters Score -1.37801e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -13780107.000000 Penalty: 3761.804199
	Iteration 32Q: 3 clusters Score -1.378011e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -13780095.000000 Penalty: 3761.804199
	Iteration 33Q: 3 clusters Score -1.37801e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -13780034.000000 Penalty: 3761.804199
	Iteration 34Q: 3 clusters Score -1.378003e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -13780006.000000 Penalty: 3761.804199
	Iteration 35Q: 3 clusters Score -1.378001e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -13780014.000000 Penalty: 3761.804199
	Iteration 36Q: 3 clusters Score -1.378001e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -13780071.000000 Penalty: 3761.804199
	Iteration 37Q: 3 clusters Score -1.378007e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -13780068.000000 Penalty: 3761.804199
	Iteration 38Q: 3 clusters Score -1.378007e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -13780026.000000 Penalty: 3761.804199
	Iteration 39Q: 3 clusters Score -1.378003e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -13779933.000000 Penalty: 3761.804199
	Iteration 40F: 3 clusters Score -1.377993e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -13779969.000000 Penalty: 3761.804199
	Iteration 41Q: 3 clusters Score -1.377997e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -13780033.000000 Penalty: 3761.804199
	Iteration 42Q: 3 clusters Score -1.378003e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -13780085.000000 Penalty: 3761.804199
	Iteration 43Q: 3 clusters Score -1.378008e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -13780122.000000 Penalty: 3761.804199
	Iteration 44Q: 3 clusters Score -1.378012e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -13780099.000000 Penalty: 3761.804199
	Iteration 45Q: 3 clusters Score -1.37801e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -13780059.000000 Penalty: 3761.804199
	Iteration 46Q: 3 clusters Score -1.378006e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -13780052.000000 Penalty: 3761.804199
	Iteration 47Q: 3 clusters Score -1.378005e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -13780041.000000 Penalty: 3761.804199
	Iteration 48Q: 3 clusters Score -1.378004e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -13780037.000000 Penalty: 3761.804199
	Iteration 49Q: 3 clusters Score -1.378004e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -13779981.000000 Penalty: 3761.804199
	Iteration 50Q: 3 clusters Score -1.377998e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -13779996.000000 Penalty: 3761.804199
	Iteration 51Q: 3 clusters Score -1.378e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -13780001.000000 Penalty: 3761.804199
	Iteration 52Q: 3 clusters Score -1.378e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -13779987.000000 Penalty: 3761.804199
	Iteration 53Q: 3 clusters Score -1.377999e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -13779980.000000 Penalty: 3761.804199
	Iteration 54Q: 3 clusters Score -1.377998e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -13779993.000000 Penalty: 3761.804199
	Iteration 55Q: 3 clusters Score -1.377999e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -13779977.000000 Penalty: 3761.804199
	Iteration 56Q: 3 clusters Score -1.377998e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -13779980.000000 Penalty: 3761.804199
	Iteration 57Q: 3 clusters Score -1.377998e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -13779970.000000 Penalty: 3761.804199
	Iteration 58Q: 3 clusters Score -1.377997e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -13779941.000000 Penalty: 3761.804199
	Iteration 59Q: 3 clusters Score -1.377994e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -13779970.000000 Penalty: 3761.804199
	Iteration 60F: 3 clusters Score -1.377997e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -13779999.000000 Penalty: 3761.804199
	Iteration 61Q: 3 clusters Score -1.378e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -13779988.000000 Penalty: 3761.804199
	Iteration 62Q: 3 clusters Score -1.377999e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -13780047.000000 Penalty: 3761.804199
	Iteration 63Q: 3 clusters Score -1.378005e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -13780066.000000 Penalty: 3761.804199
	Iteration 64Q: 3 clusters Score -1.378007e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -13780038.000000 Penalty: 3761.804199
	Iteration 65Q: 3 clusters Score -1.378004e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -13780046.000000 Penalty: 3761.804199
	Iteration 66Q: 3 clusters Score -1.378005e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -13780059.000000 Penalty: 3761.804199
	Iteration 67Q: 3 clusters Score -1.378006e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -13780104.000000 Penalty: 3761.804199
	Iteration 68Q: 3 clusters Score -1.37801e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -13780131.000000 Penalty: 3761.804199
	Iteration 69Q: 3 clusters Score -1.378013e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -13780136.000000 Penalty: 3761.804199
	Iteration 70Q: 3 clusters Score -1.378014e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -13780143.000000 Penalty: 3761.804199
	Iteration 71Q: 3 clusters Score -1.378014e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -13780202.000000 Penalty: 3761.804199
	Iteration 72Q: 3 clusters Score -1.37802e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -13780190.000000 Penalty: 3761.804199
	Iteration 73Q: 3 clusters Score -1.378019e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -13780237.000000 Penalty: 3761.804199
	Iteration 74Q: 3 clusters Score -1.378024e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -13780269.000000 Penalty: 3761.804199
	Iteration 75Q: 3 clusters Score -1.378027e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -13780295.000000 Penalty: 3761.804199
	Iteration 76Q: 3 clusters Score -1.37803e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -13780280.000000 Penalty: 3761.804199
	Iteration 77Q: 3 clusters Score -1.378028e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -13780274.000000 Penalty: 3761.804199
	Iteration 78Q: 3 clusters Score -1.378027e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -13780258.000000 Penalty: 3761.804199
	Iteration 79Q: 3 clusters Score -1.378026e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -13780222.000000 Penalty: 3761.804199
	Iteration 80F: 3 clusters Score -1.378022e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -13780234.000000 Penalty: 3761.804199
	Iteration 81Q: 3 clusters Score -1.378023e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -13780252.000000 Penalty: 3761.804199
	Iteration 82Q: 3 clusters Score -1.378025e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -13780267.000000 Penalty: 3761.804199
	Iteration 83Q: 3 clusters Score -1.378027e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -13780277.000000 Penalty: 3761.804199
	Iteration 84Q: 3 clusters Score -1.378028e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -13780271.000000 Penalty: 3761.804199
	Iteration 85Q: 3 clusters Score -1.378027e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -13780235.000000 Penalty: 3761.804199
	Iteration 86Q: 3 clusters Score -1.378024e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -13780282.000000 Penalty: 3761.804199
	Iteration 87Q: 3 clusters Score -1.378028e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -13780309.000000 Penalty: 3761.804199
	Iteration 88Q: 3 clusters Score -1.378031e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -13780288.000000 Penalty: 3761.804199
	Iteration 89Q: 3 clusters Score -1.378029e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -13780291.000000 Penalty: 3761.804199
	Iteration 90Q: 3 clusters Score -1.378029e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -13780342.000000 Penalty: 3761.804199
	Iteration 91Q: 3 clusters Score -1.378034e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -13780335.000000 Penalty: 3761.804199
	Iteration 92Q: 3 clusters Score -1.378034e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -13780342.000000 Penalty: 3761.804199
	Iteration 93Q: 3 clusters Score -1.378034e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -13780358.000000 Penalty: 3761.804199
	Iteration 94Q: 3 clusters Score -1.378036e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -13780339.000000 Penalty: 3761.804199
	Iteration 95Q: 3 clusters Score -1.378034e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -13780377.000000 Penalty: 3761.804199
	Iteration 96Q: 3 clusters Score -1.378038e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -13780417.000000 Penalty: 3761.804199
	Iteration 97Q: 3 clusters Score -1.378042e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -13780413.000000 Penalty: 3761.804199
	Iteration 98Q: 3 clusters Score -1.378041e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -13780459.000000 Penalty: 3761.804199
	Iteration 99Q: 3 clusters Score -1.378046e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -13780440.000000 Penalty: 3761.804199
	Iteration 100F: 3 clusters Score -1.378044e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -13780488.000000 Penalty: 3761.804199
	Iteration 101Q: 3 clusters Score -1.378049e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -13780483.000000 Penalty: 3761.804199
	Iteration 102Q: 3 clusters Score -1.378048e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -13780492.000000 Penalty: 3761.804199
	Iteration 103Q: 3 clusters Score -1.378049e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -13780542.000000 Penalty: 3761.804199
	Iteration 104Q: 3 clusters Score -1.378054e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -13780586.000000 Penalty: 3761.804199
	Iteration 105Q: 3 clusters Score -1.378059e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -13780589.000000 Penalty: 3761.804199
	Iteration 106Q: 3 clusters Score -1.378059e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -13780632.000000 Penalty: 3761.804199
	Iteration 107Q: 3 clusters Score -1.378063e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -13780633.000000 Penalty: 3761.804199
	Iteration 108Q: 3 clusters Score -1.378063e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -13780651.000000 Penalty: 3761.804199
	Iteration 109Q: 3 clusters Score -1.378065e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -13780727.000000 Penalty: 3761.804199
	Iteration 110Q: 3 clusters Score -1.378073e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -13780771.000000 Penalty: 3761.804199
	Iteration 111Q: 3 clusters Score -1.378077e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -13780827.000000 Penalty: 3761.804199
	Iteration 112Q: 3 clusters Score -1.378083e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -13780869.000000 Penalty: 3761.804199
	Iteration 113Q: 3 clusters Score -1.378087e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -13780917.000000 Penalty: 3761.804199
	Iteration 114Q: 3 clusters Score -1.378092e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -13780961.000000 Penalty: 3761.804199
	Iteration 115Q: 3 clusters Score -1.378096e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -13781046.000000 Penalty: 3761.804199
	Iteration 116Q: 3 clusters Score -1.378105e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -13781046.000000 Penalty: 3761.804199
	Iteration 117Q: 3 clusters Score -1.378105e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -13781139.000000 Penalty: 3761.804199
	Iteration 118Q: 3 clusters Score -1.378114e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -13781196.000000 Penalty: 3761.804199
	Iteration 119Q: 3 clusters Score -1.37812e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -13781213.000000 Penalty: 3761.804199
	Iteration 120F: 3 clusters Score -1.378121e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -13781158.000000 Penalty: 3761.804199
	Iteration 121Q: 3 clusters Score -1.378116e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -13781153.000000 Penalty: 3761.804199
	Iteration 122Q: 3 clusters Score -1.378115e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -13781206.000000 Penalty: 3761.804199
	Iteration 123Q: 3 clusters Score -1.378121e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -13781202.000000 Penalty: 3761.804199
	Iteration 124Q: 3 clusters Score -1.37812e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -13781144.000000 Penalty: 3761.804199
	Iteration 125Q: 3 clusters Score -1.378114e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -13781173.000000 Penalty: 3761.804199
	Iteration 126Q: 3 clusters Score -1.378117e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -13781197.000000 Penalty: 3761.804199
	Iteration 127Q: 3 clusters Score -1.37812e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -13781226.000000 Penalty: 3761.804199
	Iteration 128Q: 3 clusters Score -1.378123e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -13781211.000000 Penalty: 3761.804199
	Iteration 129Q: 3 clusters Score -1.378121e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -13781203.000000 Penalty: 3761.804199
	Iteration 130Q: 3 clusters Score -1.37812e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -13781203.000000 Penalty: 3761.804199
	Iteration 131Q: 3 clusters Score -1.37812e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -13781271.000000 Penalty: 3761.804199
	Iteration 132Q: 3 clusters Score -1.378127e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -13781319.000000 Penalty: 3761.804199
	Iteration 133Q: 3 clusters Score -1.378132e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -13781305.000000 Penalty: 3761.804199
	Iteration 134Q: 3 clusters Score -1.37813e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -13781234.000000 Penalty: 3761.804199
	Iteration 135Q: 3 clusters Score -1.378123e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -13781221.000000 Penalty: 3761.804199
	Iteration 136Q: 3 clusters Score -1.378122e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -13781242.000000 Penalty: 3761.804199
	Iteration 137Q: 3 clusters Score -1.378124e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -13781206.000000 Penalty: 3761.804199
	Iteration 138Q: 3 clusters Score -1.378121e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -13781243.000000 Penalty: 3761.804199
	Iteration 139Q: 3 clusters Score -1.378124e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -13781257.000000 Penalty: 3761.804199
	Iteration 140F: 3 clusters Score -1.378126e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -13781239.000000 Penalty: 3761.804199
	Iteration 141Q: 3 clusters Score -1.378124e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -13781277.000000 Penalty: 3761.804199
	Iteration 142Q: 3 clusters Score -1.378128e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -13781325.000000 Penalty: 3761.804199
	Iteration 143Q: 3 clusters Score -1.378132e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -13781335.000000 Penalty: 3761.804199
	Iteration 144Q: 3 clusters Score -1.378134e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -13781296.000000 Penalty: 3761.804199
	Iteration 145Q: 3 clusters Score -1.37813e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -13781272.000000 Penalty: 3761.804199
	Iteration 146Q: 3 clusters Score -1.378127e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -13781246.000000 Penalty: 3761.804199
	Iteration 147Q: 3 clusters Score -1.378125e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -13781280.000000 Penalty: 3761.804199
	Iteration 148Q: 3 clusters Score -1.378128e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -13781215.000000 Penalty: 3761.804199
	Iteration 149Q: 3 clusters Score -1.378122e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -13781159.000000 Penalty: 3761.804199
	Iteration 150Q: 3 clusters Score -1.378116e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -13781123.000000 Penalty: 3761.804199
	Iteration 151Q: 3 clusters Score -1.378112e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -13781111.000000 Penalty: 3761.804199
	Iteration 152Q: 3 clusters Score -1.378111e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -13781106.000000 Penalty: 3761.804199
	Iteration 153Q: 3 clusters Score -1.378111e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -13781055.000000 Penalty: 3761.804199
	Iteration 154Q: 3 clusters Score -1.378106e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -13781073.000000 Penalty: 3761.804199
	Iteration 155Q: 3 clusters Score -1.378107e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -13781091.000000 Penalty: 3761.804199
	Iteration 156Q: 3 clusters Score -1.378109e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -13781045.000000 Penalty: 3761.804199
	Iteration 157Q: 3 clusters Score -1.378104e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -13781063.000000 Penalty: 3761.804199
	Iteration 158Q: 3 clusters Score -1.378106e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -13781060.000000 Penalty: 3761.804199
	Iteration 159Q: 3 clusters Score -1.378106e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -13781074.000000 Penalty: 3761.804199
	Iteration 160F: 3 clusters Score -1.378107e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -13781099.000000 Penalty: 3761.804199
	Iteration 161Q: 3 clusters Score -1.37811e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -13781105.000000 Penalty: 3761.804199
	Iteration 162Q: 3 clusters Score -1.37811e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -13781096.000000 Penalty: 3761.804199
	Iteration 163Q: 3 clusters Score -1.37811e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -13781135.000000 Penalty: 3761.804199
	Iteration 164Q: 3 clusters Score -1.378114e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -13781124.000000 Penalty: 3761.804199
	Iteration 165Q: 3 clusters Score -1.378112e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -13781119.000000 Penalty: 3761.804199
	Iteration 166Q: 3 clusters Score -1.378112e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -13781058.000000 Penalty: 3761.804199
	Iteration 167Q: 3 clusters Score -1.378106e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -13781071.000000 Penalty: 3761.804199
	Iteration 168Q: 3 clusters Score -1.378107e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -13781086.000000 Penalty: 3761.804199
	Iteration 169Q: 3 clusters Score -1.378109e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -13781113.000000 Penalty: 3761.804199
	Iteration 170Q: 3 clusters Score -1.378111e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -13781182.000000 Penalty: 3761.804199
	Iteration 171Q: 3 clusters Score -1.378118e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -13781200.000000 Penalty: 3761.804199
	Iteration 172Q: 3 clusters Score -1.37812e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -13781262.000000 Penalty: 3761.804199
	Iteration 173Q: 3 clusters Score -1.378126e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -13781292.000000 Penalty: 3761.804199
	Iteration 174Q: 3 clusters Score -1.378129e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -13781317.000000 Penalty: 3761.804199
	Iteration 175Q: 3 clusters Score -1.378132e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -13781406.000000 Penalty: 3761.804199
	Iteration 176Q: 3 clusters Score -1.378141e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -13781479.000000 Penalty: 3761.804199
	Iteration 177Q: 3 clusters Score -1.378148e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -13781487.000000 Penalty: 3761.804199
	Iteration 178Q: 3 clusters Score -1.378149e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -13781545.000000 Penalty: 3761.804199
	Iteration 179Q: 3 clusters Score -1.378154e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -13781626.000000 Penalty: 3761.804199
	Iteration 180F: 3 clusters Score -1.378163e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -13781657.000000 Penalty: 3761.804199
	Iteration 181Q: 3 clusters Score -1.378166e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -13781748.000000 Penalty: 3761.804199
	Iteration 182Q: 3 clusters Score -1.378175e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -13781754.000000 Penalty: 3761.804199
	Iteration 183Q: 3 clusters Score -1.378175e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -13781793.000000 Penalty: 3761.804199
	Iteration 184Q: 3 clusters Score -1.378179e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -13781881.000000 Penalty: 3761.804199
	Iteration 185Q: 3 clusters Score -1.378188e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -13781976.000000 Penalty: 3761.804199
	Iteration 186Q: 3 clusters Score -1.378198e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -13782060.000000 Penalty: 3761.804199
	Iteration 187Q: 3 clusters Score -1.378206e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -13782124.000000 Penalty: 3761.804199
	Iteration 188Q: 3 clusters Score -1.378212e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -13782253.000000 Penalty: 3761.804199
	Iteration 189Q: 3 clusters Score -1.378225e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -13782450.000000 Penalty: 3761.804199
	Iteration 190Q: 3 clusters Score -1.378245e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -13782674.000000 Penalty: 3761.804199
	Iteration 191Q: 3 clusters Score -1.378267e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -13782811.000000 Penalty: 3761.804199
	Iteration 192Q: 3 clusters Score -1.378281e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -13783049.000000 Penalty: 3761.804199
	Iteration 193Q: 3 clusters Score -1.378305e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -13783210.000000 Penalty: 3761.804199
	Iteration 194Q: 3 clusters Score -1.378321e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -13783484.000000 Penalty: 3761.804199
	Iteration 195Q: 3 clusters Score -1.378348e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -13783762.000000 Penalty: 3761.804199
	Iteration 196Q: 3 clusters Score -1.378376e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -13784159.000000 Penalty: 3761.804199
	Iteration 197Q: 3 clusters Score -1.378416e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -13784366.000000 Penalty: 3761.804199
	Iteration 198Q: 3 clusters Score -1.378437e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -13784639.000000 Penalty: 3761.804199
	Iteration 199Q: 3 clusters Score -1.378464e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 81742 members 
Entering Unmasked Estep 
Score: -13784964.000000 Penalty: 3761.804199
	Iteration 200F: 3 clusters Score -1.378496e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -13785326.000000 Penalty: 3761.804199
	Iteration 201Q: 3 clusters Score -1.378533e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -13785698.000000 Penalty: 3761.804199
	Iteration 202Q: 3 clusters Score -1.37857e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -13786077.000000 Penalty: 3761.804199
	Iteration 203Q: 3 clusters Score -1.378608e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -13786585.000000 Penalty: 3761.804199
	Iteration 204Q: 3 clusters Score -1.378658e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -13786936.000000 Penalty: 3761.804199
	Iteration 205Q: 3 clusters Score -1.378694e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -13787347.000000 Penalty: 3761.804199
	Iteration 206Q: 3 clusters Score -1.378735e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -13787640.000000 Penalty: 3761.804199
	Iteration 207Q: 3 clusters Score -1.378764e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -13787938.000000 Penalty: 3761.804199
	Iteration 208Q: 3 clusters Score -1.378794e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
Score: -13788210.000000 Penalty: 3761.804199
	Iteration 209Q: 3 clusters Score -1.378821e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -13788518.000000 Penalty: 3761.804199
	Iteration 210Q: 3 clusters Score -1.378852e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -13788811.000000 Penalty: 3761.804199
	Iteration 211Q: 3 clusters Score -1.378881e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -13789129.000000 Penalty: 3761.804199
	Iteration 212Q: 3 clusters Score -1.378913e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -13789655.000000 Penalty: 3761.804199
	Iteration 213Q: 3 clusters Score -1.378966e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -13790103.000000 Penalty: 3761.804199
	Iteration 214Q: 3 clusters Score -1.37901e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -13790488.000000 Penalty: 3761.804199
	Iteration 215Q: 3 clusters Score -1.379049e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 103175 members 
Entering Unmasked Estep 
Score: -13790894.000000 Penalty: 3761.804199
	Iteration 216Q: 3 clusters Score -1.379089e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -13791163.000000 Penalty: 3761.804199
	Iteration 217Q: 3 clusters Score -1.379116e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -13791396.000000 Penalty: 3761.804199
	Iteration 218Q: 3 clusters Score -1.37914e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -13791552.000000 Penalty: 3761.804199
	Iteration 219Q: 3 clusters Score -1.379155e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 105280 members 
Entering Unmasked Estep 
Score: -13791720.000000 Penalty: 3761.804199
	Iteration 220F: 3 clusters Score -1.379172e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 105519 members 
Entering Unmasked Estep 
Score: -13791822.000000 Penalty: 3761.804199
	Iteration 221Q: 3 clusters Score -1.379182e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -13791864.000000 Penalty: 3761.804199
	Iteration 222Q: 3 clusters Score -1.379186e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -13791873.000000 Penalty: 3761.804199
	Iteration 223Q: 3 clusters Score -1.379187e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -13791901.000000 Penalty: 3761.804199
	Iteration 224Q: 3 clusters Score -1.37919e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -13791919.000000 Penalty: 3761.804199
	Iteration 225Q: 3 clusters Score -1.379192e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -13791951.000000 Penalty: 3761.804199
	Iteration 226Q: 3 clusters Score -1.379195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -13791944.000000 Penalty: 3761.804199
	Iteration 227Q: 3 clusters Score -1.379194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -13791960.000000 Penalty: 3761.804199
	Iteration 228Q: 3 clusters Score -1.379196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -13791954.000000 Penalty: 3761.804199
	Iteration 229Q: 3 clusters Score -1.379195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -13791963.000000 Penalty: 3761.804199
	Iteration 230Q: 3 clusters Score -1.379196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -13791965.000000 Penalty: 3761.804199
	Iteration 231Q: 3 clusters Score -1.379196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 105991 members 
Entering Unmasked Estep 
Score: -13791967.000000 Penalty: 3761.804199
	Iteration 232Q: 3 clusters Score -1.379197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -13791966.000000 Penalty: 3761.804199
	Iteration 233Q: 3 clusters Score -1.379197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -13791963.000000 Penalty: 3761.804199
	Iteration 234Q: 3 clusters Score -1.379196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -13791969.000000 Penalty: 3761.804199
	Iteration 235Q: 3 clusters Score -1.379197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 106012 members 
Entering Unmasked Estep 
Score: -13791988.000000 Penalty: 3761.804199
	Iteration 236Q: 3 clusters Score -1.379199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -13791981.000000 Penalty: 3761.804199
	Iteration 237Q: 3 clusters Score -1.379198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -13791971.000000 Penalty: 3761.804199
	Iteration 238Q: 3 clusters Score -1.379197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -13791978.000000 Penalty: 3761.804199
	Iteration 239Q: 3 clusters Score -1.379198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -13791986.000000 Penalty: 3761.804199
	Iteration 240F: 3 clusters Score -1.379199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 106029 members 
Entering Unmasked Estep 
Score: -13791984.000000 Penalty: 3761.804199
	Iteration 241Q: 3 clusters Score -1.379198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -13791991.000000 Penalty: 3761.804199
	Iteration 242Q: 3 clusters Score -1.379199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -13791992.000000 Penalty: 3761.804199
	Iteration 243Q: 3 clusters Score -1.379199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -13791987.000000 Penalty: 3761.804199
	Iteration 244Q: 3 clusters Score -1.379199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 106037 members 
Entering Unmasked Estep 
Score: -13791991.000000 Penalty: 3761.804199
	Iteration 245Q: 3 clusters Score -1.379199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -13791993.000000 Penalty: 3761.804199
	Iteration 246Q: 3 clusters Score -1.379199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -13791996.000000 Penalty: 3761.804199
	Iteration 247Q: 3 clusters Score -1.3792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -13791999.000000 Penalty: 3761.804199
	Iteration 248Q: 3 clusters Score -1.3792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 106044 members 
Entering Unmasked Estep 
Score: -13791996.000000 Penalty: 3761.804199
	Iteration 249Q: 3 clusters Score -1.3792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -13791994.000000 Penalty: 3761.804199
	Iteration 250Q: 3 clusters Score -1.379199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -13791994.000000 Penalty: 3761.804199
	Iteration 251F: 3 clusters Score -1.379199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -66148.398438 Penalty: 1046.653809
	Iteration 0F: 2 clusters Score -66148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65101.382812 Penalty: 2093.307617
	Iteration 0F: 3 clusters Score -65101.38 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65664.843750 Penalty: 2093.307617
	Iteration 1F: 3 clusters Score -65664.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65942.625000 Penalty: 2093.307617
	Iteration 2F: 3 clusters Score -65942.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66214.062500 Penalty: 2093.307617
	Iteration 3F: 3 clusters Score -66214.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66431.601562 Penalty: 2093.307617
	Iteration 4F: 3 clusters Score -66431.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66555.015625 Penalty: 2093.307617
	Iteration 5Q: 3 clusters Score -66555.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66596.882812 Penalty: 2093.307617
	Iteration 6Q: 3 clusters Score -66596.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66618.929688 Penalty: 2093.307617
	Iteration 7Q: 3 clusters Score -66618.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66622.601562 Penalty: 2093.307617
	Iteration 8Q: 3 clusters Score -66622.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66622.601562 Penalty: 2093.307617
	Iteration 9F: 3 clusters Score -66622.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 109244 members 
Mstep: Class 5 contains 106381 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 119159 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 323 members 
Mstep: Class 11 contains 126034 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 42432 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 7509 members 
Mstep: Class 16 contains 19713 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 36009 members 
Entering Unmasked Estep 
Score: -72782608.000000 Penalty: 36656.769531
Splitting cluster 6 changes total score from -72783424.000000 to -72782608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (119159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119159 members 
Entering Unmasked Estep 
Score: -15189831.000000 Penalty: 1899.334839
	Iteration 0F: 2 clusters Score -1.518983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -15122840.000000 Penalty: 3798.669678
	Iteration 0F: 3 clusters Score -1.512284e+07 nChanged 57140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -15156640.000000 Penalty: 3798.669678
	Iteration 1F: 3 clusters Score -1.515664e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -15158496.000000 Penalty: 3798.669678
	Iteration 2Q: 3 clusters Score -1.51585e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -15161172.000000 Penalty: 3798.669678
	Iteration 3Q: 3 clusters Score -1.516117e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -15164860.000000 Penalty: 3798.669678
	Iteration 4F: 3 clusters Score -1.516486e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -15169880.000000 Penalty: 3798.669678
	Iteration 5F: 3 clusters Score -1.516988e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -15175894.000000 Penalty: 3798.669678
	Iteration 6F: 3 clusters Score -1.517589e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -15181475.000000 Penalty: 3798.669678
	Iteration 7F: 3 clusters Score -1.518148e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -15184751.000000 Penalty: 3798.669678
	Iteration 8F: 3 clusters Score -1.518475e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -15185866.000000 Penalty: 3798.669678
	Iteration 9Q: 3 clusters Score -1.518587e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -15186273.000000 Penalty: 3798.669678
	Iteration 10Q: 3 clusters Score -1.518627e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -15186463.000000 Penalty: 3798.669678
	Iteration 11Q: 3 clusters Score -1.518646e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -15186718.000000 Penalty: 3798.669678
	Iteration 12Q: 3 clusters Score -1.518672e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -15186941.000000 Penalty: 3798.669678
	Iteration 13Q: 3 clusters Score -1.518694e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -15187136.000000 Penalty: 3798.669678
	Iteration 14Q: 3 clusters Score -1.518714e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -15187432.000000 Penalty: 3798.669678
	Iteration 15Q: 3 clusters Score -1.518743e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -15187724.000000 Penalty: 3798.669678
	Iteration 16Q: 3 clusters Score -1.518772e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -15188015.000000 Penalty: 3798.669678
	Iteration 17Q: 3 clusters Score -1.518802e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 70343 members 
Entering Unmasked Estep 
Score: -15188235.000000 Penalty: 3798.669678
	Iteration 18Q: 3 clusters Score -1.518824e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -15188495.000000 Penalty: 3798.669678
	Iteration 19Q: 3 clusters Score -1.51885e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -15188788.000000 Penalty: 3798.669678
	Iteration 20F: 3 clusters Score -1.518879e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -15189148.000000 Penalty: 3798.669678
	Iteration 21Q: 3 clusters Score -1.518915e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -15189488.000000 Penalty: 3798.669678
	Iteration 22Q: 3 clusters Score -1.518949e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -15189873.000000 Penalty: 3798.669678
	Iteration 23Q: 3 clusters Score -1.518987e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -15190235.000000 Penalty: 3798.669678
	Iteration 24Q: 3 clusters Score -1.519024e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -15190693.000000 Penalty: 3798.669678
	Iteration 25Q: 3 clusters Score -1.519069e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -15191102.000000 Penalty: 3798.669678
	Iteration 26Q: 3 clusters Score -1.51911e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -15191517.000000 Penalty: 3798.669678
	Iteration 27Q: 3 clusters Score -1.519152e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -15191815.000000 Penalty: 3798.669678
	Iteration 28Q: 3 clusters Score -1.519182e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -15192059.000000 Penalty: 3798.669678
	Iteration 29Q: 3 clusters Score -1.519206e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -15192337.000000 Penalty: 3798.669678
	Iteration 30Q: 3 clusters Score -1.519234e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -15192556.000000 Penalty: 3798.669678
	Iteration 31Q: 3 clusters Score -1.519256e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -15192764.000000 Penalty: 3798.669678
	Iteration 32Q: 3 clusters Score -1.519276e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -15192821.000000 Penalty: 3798.669678
	Iteration 33Q: 3 clusters Score -1.519282e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -15192875.000000 Penalty: 3798.669678
	Iteration 34Q: 3 clusters Score -1.519288e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -15192926.000000 Penalty: 3798.669678
	Iteration 35Q: 3 clusters Score -1.519293e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -15192985.000000 Penalty: 3798.669678
	Iteration 36Q: 3 clusters Score -1.519298e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -15193002.000000 Penalty: 3798.669678
	Iteration 37Q: 3 clusters Score -1.5193e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -15192970.000000 Penalty: 3798.669678
	Iteration 38Q: 3 clusters Score -1.519297e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -15192980.000000 Penalty: 3798.669678
	Iteration 39Q: 3 clusters Score -1.519298e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -15193018.000000 Penalty: 3798.669678
	Iteration 40F: 3 clusters Score -1.519302e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -15193049.000000 Penalty: 3798.669678
	Iteration 41Q: 3 clusters Score -1.519305e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -15193042.000000 Penalty: 3798.669678
	Iteration 42Q: 3 clusters Score -1.519304e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -15193060.000000 Penalty: 3798.669678
	Iteration 43Q: 3 clusters Score -1.519306e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -15193075.000000 Penalty: 3798.669678
	Iteration 44Q: 3 clusters Score -1.519308e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -15193092.000000 Penalty: 3798.669678
	Iteration 45Q: 3 clusters Score -1.519309e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -15193135.000000 Penalty: 3798.669678
	Iteration 46Q: 3 clusters Score -1.519314e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -15193159.000000 Penalty: 3798.669678
	Iteration 47Q: 3 clusters Score -1.519316e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -15193156.000000 Penalty: 3798.669678
	Iteration 48Q: 3 clusters Score -1.519316e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -15193159.000000 Penalty: 3798.669678
	Iteration 49Q: 3 clusters Score -1.519316e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -15193185.000000 Penalty: 3798.669678
	Iteration 50Q: 3 clusters Score -1.519318e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -15193188.000000 Penalty: 3798.669678
	Iteration 51Q: 3 clusters Score -1.519319e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -15193182.000000 Penalty: 3798.669678
	Iteration 52Q: 3 clusters Score -1.519318e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -15193214.000000 Penalty: 3798.669678
	Iteration 53Q: 3 clusters Score -1.519321e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -15193234.000000 Penalty: 3798.669678
	Iteration 54Q: 3 clusters Score -1.519323e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -15193233.000000 Penalty: 3798.669678
	Iteration 55Q: 3 clusters Score -1.519323e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -15193249.000000 Penalty: 3798.669678
	Iteration 56Q: 3 clusters Score -1.519325e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -15193248.000000 Penalty: 3798.669678
	Iteration 57Q: 3 clusters Score -1.519325e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -15193266.000000 Penalty: 3798.669678
	Iteration 58Q: 3 clusters Score -1.519327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -15193278.000000 Penalty: 3798.669678
	Iteration 59Q: 3 clusters Score -1.519328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -15193267.000000 Penalty: 3798.669678
	Iteration 60F: 3 clusters Score -1.519327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -15193270.000000 Penalty: 3798.669678
	Iteration 61Q: 3 clusters Score -1.519327e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -15193284.000000 Penalty: 3798.669678
	Iteration 62Q: 3 clusters Score -1.519328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -15193291.000000 Penalty: 3798.669678
	Iteration 63Q: 3 clusters Score -1.519329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -15193296.000000 Penalty: 3798.669678
	Iteration 64Q: 3 clusters Score -1.51933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -15193300.000000 Penalty: 3798.669678
	Iteration 65Q: 3 clusters Score -1.51933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -15193296.000000 Penalty: 3798.669678
	Iteration 66Q: 3 clusters Score -1.51933e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -15193299.000000 Penalty: 3798.669678
	Iteration 67Q: 3 clusters Score -1.51933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -15193309.000000 Penalty: 3798.669678
	Iteration 68Q: 3 clusters Score -1.519331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -15193317.000000 Penalty: 3798.669678
	Iteration 69Q: 3 clusters Score -1.519332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -15193302.000000 Penalty: 3798.669678
	Iteration 70Q: 3 clusters Score -1.51933e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -15193317.000000 Penalty: 3798.669678
	Iteration 71Q: 3 clusters Score -1.519332e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -15193296.000000 Penalty: 3798.669678
	Iteration 72Q: 3 clusters Score -1.51933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -15193318.000000 Penalty: 3798.669678
	Iteration 73Q: 3 clusters Score -1.519332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -15193333.000000 Penalty: 3798.669678
	Iteration 74Q: 3 clusters Score -1.519333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -15193324.000000 Penalty: 3798.669678
	Iteration 75Q: 3 clusters Score -1.519332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -15193317.000000 Penalty: 3798.669678
	Iteration 76Q: 3 clusters Score -1.519332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -15193323.000000 Penalty: 3798.669678
	Iteration 77Q: 3 clusters Score -1.519332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -15193322.000000 Penalty: 3798.669678
	Iteration 78Q: 3 clusters Score -1.519332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -15193326.000000 Penalty: 3798.669678
	Iteration 79Q: 3 clusters Score -1.519333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -15193323.000000 Penalty: 3798.669678
	Iteration 80F: 3 clusters Score -1.519332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -15193323.000000 Penalty: 3798.669678
	Iteration 81Q: 3 clusters Score -1.519332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -15193321.000000 Penalty: 3798.669678
	Iteration 82Q: 3 clusters Score -1.519332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -15193321.000000 Penalty: 3798.669678
	Iteration 83F: 3 clusters Score -1.519332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 109244 members 
Mstep: Class 5 contains 106381 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 65448 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 53711 members 
Mstep: Class 11 contains 126034 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 42432 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 7509 members 
Mstep: Class 16 contains 19713 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 36009 members 
Entering Unmasked Estep 
Score: -72786512.000000 Penalty: 36656.769531
Splitting cluster 7 changes total score from -72783424.000000 to -72786512.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -201143.968750 Penalty: 1198.784302
	Iteration 0F: 2 clusters Score -201144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -199285.437500 Penalty: 2397.568604
	Iteration 0F: 3 clusters Score -199285.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -199635.453125 Penalty: 2397.568604
	Iteration 1F: 3 clusters Score -199635.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -199708.359375 Penalty: 2397.568604
	Iteration 2F: 3 clusters Score -199708.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -199738.828125 Penalty: 2397.568604
	Iteration 3Q: 3 clusters Score -199738.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -199758.171875 Penalty: 2397.568604
	Iteration 4Q: 3 clusters Score -199758.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -199781.812500 Penalty: 2397.568604
	Iteration 5Q: 3 clusters Score -199781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -199799.156250 Penalty: 2397.568604
	Iteration 6Q: 3 clusters Score -199799.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -199820.281250 Penalty: 2397.568604
	Iteration 7Q: 3 clusters Score -199820.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -199840.906250 Penalty: 2397.568604
	Iteration 8Q: 3 clusters Score -199840.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -199853.812500 Penalty: 2397.568604
	Iteration 9Q: 3 clusters Score -199853.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -199865.500000 Penalty: 2397.568604
	Iteration 10Q: 3 clusters Score -199865.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -199872.359375 Penalty: 2397.568604
	Iteration 11Q: 3 clusters Score -199872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -199876.796875 Penalty: 2397.568604
	Iteration 12Q: 3 clusters Score -199876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -199881.812500 Penalty: 2397.568604
	Iteration 13Q: 3 clusters Score -199881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -199885.421875 Penalty: 2397.568604
	Iteration 14Q: 3 clusters Score -199885.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -199889.812500 Penalty: 2397.568604
	Iteration 15Q: 3 clusters Score -199889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -199894.453125 Penalty: 2397.568604
	Iteration 16Q: 3 clusters Score -199894.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -199899.343750 Penalty: 2397.568604
	Iteration 17Q: 3 clusters Score -199899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -199900.906250 Penalty: 2397.568604
	Iteration 18Q: 3 clusters Score -199900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -199901.875000 Penalty: 2397.568604
	Iteration 19Q: 3 clusters Score -199901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -199902.625000 Penalty: 2397.568604
	Iteration 20F: 3 clusters Score -199902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -199903.453125 Penalty: 2397.568604
	Iteration 21Q: 3 clusters Score -199903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -199904.125000 Penalty: 2397.568604
	Iteration 22Q: 3 clusters Score -199904.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -199904.125000 Penalty: 2397.568604
	Iteration 23F: 3 clusters Score -199904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (126034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126034 members 
Entering Unmasked Estep 
Score: -16062714.000000 Penalty: 1908.449829
	Iteration 0F: 2 clusters Score -1.606271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -15988832.000000 Penalty: 3816.899658
	Iteration 0F: 3 clusters Score -1.598883e+07 nChanged 60658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -16023814.000000 Penalty: 3816.899658
	Iteration 1F: 3 clusters Score -1.602381e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -16024665.000000 Penalty: 3816.899658
	Iteration 2Q: 3 clusters Score -1.602466e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -16025503.000000 Penalty: 3816.899658
	Iteration 3Q: 3 clusters Score -1.60255e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -16026505.000000 Penalty: 3816.899658
	Iteration 4Q: 3 clusters Score -1.60265e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -16027913.000000 Penalty: 3816.899658
	Iteration 5Q: 3 clusters Score -1.602791e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -16030022.000000 Penalty: 3816.899658
	Iteration 6Q: 3 clusters Score -1.603002e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -16032918.000000 Penalty: 3816.899658
	Iteration 7Q: 3 clusters Score -1.603292e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -16036762.000000 Penalty: 3816.899658
	Iteration 8F: 3 clusters Score -1.603676e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -16041661.000000 Penalty: 3816.899658
	Iteration 9F: 3 clusters Score -1.604166e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -16047187.000000 Penalty: 3816.899658
	Iteration 10F: 3 clusters Score -1.604719e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -16052171.000000 Penalty: 3816.899658
	Iteration 11F: 3 clusters Score -1.605217e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -16055927.000000 Penalty: 3816.899658
	Iteration 12Q: 3 clusters Score -1.605593e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102308 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -16058113.000000 Penalty: 3816.899658
	Iteration 13Q: 3 clusters Score -1.605811e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -16059331.000000 Penalty: 3816.899658
	Iteration 14Q: 3 clusters Score -1.605933e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -16060034.000000 Penalty: 3816.899658
	Iteration 15Q: 3 clusters Score -1.606003e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -16060576.000000 Penalty: 3816.899658
	Iteration 16Q: 3 clusters Score -1.606058e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -16061113.000000 Penalty: 3816.899658
	Iteration 17Q: 3 clusters Score -1.606111e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -16061620.000000 Penalty: 3816.899658
	Iteration 18Q: 3 clusters Score -1.606162e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109027 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -16061976.000000 Penalty: 3816.899658
	Iteration 19Q: 3 clusters Score -1.606198e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -16062448.000000 Penalty: 3816.899658
	Iteration 20F: 3 clusters Score -1.606245e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110841 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -16062736.000000 Penalty: 3816.899658
	Iteration 21Q: 3 clusters Score -1.606274e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -16063132.000000 Penalty: 3816.899658
	Iteration 22Q: 3 clusters Score -1.606313e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112370 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -16063473.000000 Penalty: 3816.899658
	Iteration 23Q: 3 clusters Score -1.606347e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -16063773.000000 Penalty: 3816.899658
	Iteration 24Q: 3 clusters Score -1.606377e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -16063911.000000 Penalty: 3816.899658
	Iteration 25Q: 3 clusters Score -1.606391e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -16064048.000000 Penalty: 3816.899658
	Iteration 26Q: 3 clusters Score -1.606405e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -16064160.000000 Penalty: 3816.899658
	Iteration 27Q: 3 clusters Score -1.606416e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114378 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -16064276.000000 Penalty: 3816.899658
	Iteration 28Q: 3 clusters Score -1.606428e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114585 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -16064314.000000 Penalty: 3816.899658
	Iteration 29Q: 3 clusters Score -1.606431e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114760 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -16064341.000000 Penalty: 3816.899658
	Iteration 30Q: 3 clusters Score -1.606434e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114919 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -16064334.000000 Penalty: 3816.899658
	Iteration 31Q: 3 clusters Score -1.606433e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -16064278.000000 Penalty: 3816.899658
	Iteration 32Q: 3 clusters Score -1.606428e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -16064273.000000 Penalty: 3816.899658
	Iteration 33Q: 3 clusters Score -1.606427e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -16064291.000000 Penalty: 3816.899658
	Iteration 34Q: 3 clusters Score -1.606429e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115427 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -16064322.000000 Penalty: 3816.899658
	Iteration 35Q: 3 clusters Score -1.606432e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115521 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -16064346.000000 Penalty: 3816.899658
	Iteration 36Q: 3 clusters Score -1.606435e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115607 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -16064319.000000 Penalty: 3816.899658
	Iteration 37Q: 3 clusters Score -1.606432e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115679 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -16064315.000000 Penalty: 3816.899658
	Iteration 38Q: 3 clusters Score -1.606432e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115729 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -16064315.000000 Penalty: 3816.899658
	Iteration 39Q: 3 clusters Score -1.606432e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -16064283.000000 Penalty: 3816.899658
	Iteration 40F: 3 clusters Score -1.606428e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -16064282.000000 Penalty: 3816.899658
	Iteration 41Q: 3 clusters Score -1.606428e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115878 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -16064296.000000 Penalty: 3816.899658
	Iteration 42Q: 3 clusters Score -1.60643e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115912 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -16064297.000000 Penalty: 3816.899658
	Iteration 43Q: 3 clusters Score -1.60643e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115940 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -16064283.000000 Penalty: 3816.899658
	Iteration 44Q: 3 clusters Score -1.606428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115964 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -16064282.000000 Penalty: 3816.899658
	Iteration 45Q: 3 clusters Score -1.606428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -16064275.000000 Penalty: 3816.899658
	Iteration 46Q: 3 clusters Score -1.606428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116008 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -16064276.000000 Penalty: 3816.899658
	Iteration 47Q: 3 clusters Score -1.606428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116022 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -16064273.000000 Penalty: 3816.899658
	Iteration 48Q: 3 clusters Score -1.606427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116037 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -16064283.000000 Penalty: 3816.899658
	Iteration 49Q: 3 clusters Score -1.606428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116051 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -16064273.000000 Penalty: 3816.899658
	Iteration 50Q: 3 clusters Score -1.606427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -16064277.000000 Penalty: 3816.899658
	Iteration 51Q: 3 clusters Score -1.606428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116074 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -16064270.000000 Penalty: 3816.899658
	Iteration 52Q: 3 clusters Score -1.606427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116083 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -16064288.000000 Penalty: 3816.899658
	Iteration 53Q: 3 clusters Score -1.606429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116088 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -16064296.000000 Penalty: 3816.899658
	Iteration 54Q: 3 clusters Score -1.60643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116094 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -16064296.000000 Penalty: 3816.899658
	Iteration 55Q: 3 clusters Score -1.60643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116097 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -16064284.000000 Penalty: 3816.899658
	Iteration 56Q: 3 clusters Score -1.606428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116099 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -16064288.000000 Penalty: 3816.899658
	Iteration 57Q: 3 clusters Score -1.606429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116102 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -16064284.000000 Penalty: 3816.899658
	Iteration 58Q: 3 clusters Score -1.606428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -16064279.000000 Penalty: 3816.899658
	Iteration 59Q: 3 clusters Score -1.606428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -16064286.000000 Penalty: 3816.899658
	Iteration 60F: 3 clusters Score -1.606429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116105 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -16064279.000000 Penalty: 3816.899658
	Iteration 61Q: 3 clusters Score -1.606428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116109 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -16064269.000000 Penalty: 3816.899658
	Iteration 62Q: 3 clusters Score -1.606427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -16064266.000000 Penalty: 3816.899658
	Iteration 63Q: 3 clusters Score -1.606427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116129 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -16064262.000000 Penalty: 3816.899658
	Iteration 64Q: 3 clusters Score -1.606426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116135 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -16064264.000000 Penalty: 3816.899658
	Iteration 65Q: 3 clusters Score -1.606426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116139 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -16064276.000000 Penalty: 3816.899658
	Iteration 66Q: 3 clusters Score -1.606428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116140 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -16064272.000000 Penalty: 3816.899658
	Iteration 67Q: 3 clusters Score -1.606427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -16064276.000000 Penalty: 3816.899658
	Iteration 68Q: 3 clusters Score -1.606428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116143 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -16064282.000000 Penalty: 3816.899658
	Iteration 69Q: 3 clusters Score -1.606428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116146 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -16064282.000000 Penalty: 3816.899658
	Iteration 70Q: 3 clusters Score -1.606428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116148 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -16064280.000000 Penalty: 3816.899658
	Iteration 71Q: 3 clusters Score -1.606428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -16064281.000000 Penalty: 3816.899658
	Iteration 72Q: 3 clusters Score -1.606428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -16064276.000000 Penalty: 3816.899658
	Iteration 73Q: 3 clusters Score -1.606428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116156 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -16064270.000000 Penalty: 3816.899658
	Iteration 74Q: 3 clusters Score -1.606427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116160 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -16064274.000000 Penalty: 3816.899658
	Iteration 75Q: 3 clusters Score -1.606427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116165 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -16064265.000000 Penalty: 3816.899658
	Iteration 76Q: 3 clusters Score -1.606426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -16064259.000000 Penalty: 3816.899658
	Iteration 77Q: 3 clusters Score -1.606426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116172 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -16064243.000000 Penalty: 3816.899658
	Iteration 78Q: 3 clusters Score -1.606424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116173 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -16064256.000000 Penalty: 3816.899658
	Iteration 79Q: 3 clusters Score -1.606426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116173 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -16064256.000000 Penalty: 3816.899658
	Iteration 80F: 3 clusters Score -1.606426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 109244 members 
Mstep: Class 5 contains 106381 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 65448 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 53711 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 116173 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 42432 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 7509 members 
Mstep: Class 16 contains 19713 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 36009 members 
Entering Unmasked Estep 
Score: -72787824.000000 Penalty: 38813.050781
Splitting cluster 11 changes total score from -72783424.000000 to -72787824.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 12 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -298530.031250 Penalty: 1266.993042
	Iteration 0F: 2 clusters Score -298530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -296178.125000 Penalty: 2533.986084
	Iteration 0F: 3 clusters Score -296178.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -296850.906250 Penalty: 2533.986084
	Iteration 1F: 3 clusters Score -296850.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -297043.531250 Penalty: 2533.986084
	Iteration 2F: 3 clusters Score -297043.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -297183.312500 Penalty: 2533.986084
	Iteration 3F: 3 clusters Score -297183.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -297310.343750 Penalty: 2533.986084
	Iteration 4F: 3 clusters Score -297310.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -297425.687500 Penalty: 2533.986084
	Iteration 5F: 3 clusters Score -297425.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -297512.000000 Penalty: 2533.986084
	Iteration 6Q: 3 clusters Score -297512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -297574.343750 Penalty: 2533.986084
	Iteration 7Q: 3 clusters Score -297574.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -297624.843750 Penalty: 2533.986084
	Iteration 8Q: 3 clusters Score -297624.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -297666.625000 Penalty: 2533.986084
	Iteration 9Q: 3 clusters Score -297666.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -297704.343750 Penalty: 2533.986084
	Iteration 10Q: 3 clusters Score -297704.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -297731.343750 Penalty: 2533.986084
	Iteration 11Q: 3 clusters Score -297731.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -297755.625000 Penalty: 2533.986084
	Iteration 12Q: 3 clusters Score -297755.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -297780.093750 Penalty: 2533.986084
	Iteration 13Q: 3 clusters Score -297780.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -297806.312500 Penalty: 2533.986084
	Iteration 14Q: 3 clusters Score -297806.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -297830.468750 Penalty: 2533.986084
	Iteration 15Q: 3 clusters Score -297830.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -297839.562500 Penalty: 2533.986084
	Iteration 16Q: 3 clusters Score -297839.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -297845.000000 Penalty: 2533.986084
	Iteration 17Q: 3 clusters Score -297845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -297847.812500 Penalty: 2533.986084
	Iteration 18Q: 3 clusters Score -297847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -297850.031250 Penalty: 2533.986084
	Iteration 19Q: 3 clusters Score -297850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -297853.781250 Penalty: 2533.986084
	Iteration 20F: 3 clusters Score -297853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -297858.218750 Penalty: 2533.986084
	Iteration 21Q: 3 clusters Score -297858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -297864.375000 Penalty: 2533.986084
	Iteration 22Q: 3 clusters Score -297864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -297866.281250 Penalty: 2533.986084
	Iteration 23Q: 3 clusters Score -297866.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -297868.750000 Penalty: 2533.986084
	Iteration 24Q: 3 clusters Score -297868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -297872.812500 Penalty: 2533.986084
	Iteration 25Q: 3 clusters Score -297872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -297873.937500 Penalty: 2533.986084
	Iteration 26Q: 3 clusters Score -297873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -297876.406250 Penalty: 2533.986084
	Iteration 27Q: 3 clusters Score -297876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -297878.312500 Penalty: 2533.986084
	Iteration 28Q: 3 clusters Score -297878.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -297880.531250 Penalty: 2533.986084
	Iteration 29Q: 3 clusters Score -297880.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -297885.312500 Penalty: 2533.986084
	Iteration 30Q: 3 clusters Score -297885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -297887.218750 Penalty: 2533.986084
	Iteration 31Q: 3 clusters Score -297887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -297887.468750 Penalty: 2533.986084
	Iteration 32Q: 3 clusters Score -297887.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -297887.468750 Penalty: 2533.986084
	Iteration 33F: 3 clusters Score -297887.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Entering Unmasked Estep 
Score: -5448763.500000 Penalty: 1731.544434
	Iteration 0F: 2 clusters Score -5448764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5420076.000000 Penalty: 3463.088867
	Iteration 0F: 3 clusters Score -5420076 nChanged 19931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5431884.500000 Penalty: 3463.088867
	Iteration 1F: 3 clusters Score -5431884 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -5432634.000000 Penalty: 3463.088867
	Iteration 2Q: 3 clusters Score -5432634 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -5433673.000000 Penalty: 3463.088867
	Iteration 3Q: 3 clusters Score -5433673 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -5435051.500000 Penalty: 3463.088867
	Iteration 4F: 3 clusters Score -5435052 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -5436751.500000 Penalty: 3463.088867
	Iteration 5F: 3 clusters Score -5436752 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5438574.500000 Penalty: 3463.088867
	Iteration 6F: 3 clusters Score -5438574 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5440276.000000 Penalty: 3463.088867
	Iteration 7F: 3 clusters Score -5440276 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -5441533.500000 Penalty: 3463.088867
	Iteration 8F: 3 clusters Score -5441534 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -5442259.500000 Penalty: 3463.088867
	Iteration 9Q: 3 clusters Score -5442260 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5442645.000000 Penalty: 3463.088867
	Iteration 10Q: 3 clusters Score -5442645 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -5442813.000000 Penalty: 3463.088867
	Iteration 11Q: 3 clusters Score -5442813 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5442930.000000 Penalty: 3463.088867
	Iteration 12Q: 3 clusters Score -5442930 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -5443055.000000 Penalty: 3463.088867
	Iteration 13Q: 3 clusters Score -5443055 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5443134.000000 Penalty: 3463.088867
	Iteration 14Q: 3 clusters Score -5443134 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5443205.500000 Penalty: 3463.088867
	Iteration 15Q: 3 clusters Score -5443206 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -5443304.000000 Penalty: 3463.088867
	Iteration 16Q: 3 clusters Score -5443304 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5443333.000000 Penalty: 3463.088867
	Iteration 17Q: 3 clusters Score -5443333 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5443421.500000 Penalty: 3463.088867
	Iteration 18Q: 3 clusters Score -5443422 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5443474.500000 Penalty: 3463.088867
	Iteration 19Q: 3 clusters Score -5443474 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5443536.000000 Penalty: 3463.088867
	Iteration 20F: 3 clusters Score -5443536 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5443621.500000 Penalty: 3463.088867
	Iteration 21Q: 3 clusters Score -5443622 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -5443685.000000 Penalty: 3463.088867
	Iteration 22Q: 3 clusters Score -5443685 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5443724.000000 Penalty: 3463.088867
	Iteration 23Q: 3 clusters Score -5443724 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5443757.000000 Penalty: 3463.088867
	Iteration 24Q: 3 clusters Score -5443757 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5443778.500000 Penalty: 3463.088867
	Iteration 25Q: 3 clusters Score -5443778 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -5443807.000000 Penalty: 3463.088867
	Iteration 26Q: 3 clusters Score -5443807 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5443864.500000 Penalty: 3463.088867
	Iteration 27Q: 3 clusters Score -5443864 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -5443908.000000 Penalty: 3463.088867
	Iteration 28Q: 3 clusters Score -5443908 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -5443975.500000 Penalty: 3463.088867
	Iteration 29Q: 3 clusters Score -5443976 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5444014.500000 Penalty: 3463.088867
	Iteration 30Q: 3 clusters Score -5444014 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5444087 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5444096 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -5444185.500000 Penalty: 3463.088867
	Iteration 33Q: 3 clusters Score -5444186 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5444262 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5444324 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5444372 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5444445 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5444506 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5444592 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5444701.500000 Penalty: 3463.088867
	Iteration 40F: 3 clusters Score -5444702 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5444785 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5444859 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5444927.500000 Penalty: 3463.088867
	Iteration 43Q: 3 clusters Score -5444928 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5444986 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5445123.500000 Penalty: 3463.088867
	Iteration 45Q: 3 clusters Score -5445124 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5445210 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5445312 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5445385 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -5445516.000000 Penalty: 3463.088867
	Iteration 49Q: 3 clusters Score -5445516 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5445640 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -5445792.500000 Penalty: 3463.088867
	Iteration 51Q: 3 clusters Score -5445792 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -5445902.500000 Penalty: 3463.088867
	Iteration 52Q: 3 clusters Score -5445902 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5446050 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5446171 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -5446303.500000 Penalty: 3463.088867
	Iteration 55Q: 3 clusters Score -5446304 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5446426 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -5446554.500000 Penalty: 3463.088867
	Iteration 57Q: 3 clusters Score -5446554 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5446654 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5446754 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5446859 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5446968 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -5447031.500000 Penalty: 3463.088867
	Iteration 62Q: 3 clusters Score -5447032 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5447070 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5447112 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5447180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5447213 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5447231 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5447266 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5447300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5447321.000000 Penalty: 3463.088867
	Iteration 70Q: 3 clusters Score -5447321 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -5447351.500000 Penalty: 3463.088867
	Iteration 71Q: 3 clusters Score -5447352 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5447372 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5447387 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5447411.000000 Penalty: 3463.088867
	Iteration 74Q: 3 clusters Score -5447411 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5447425.000000 Penalty: 3463.088867
	Iteration 75Q: 3 clusters Score -5447425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5447439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5447451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5447450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5447466 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5447477.000000 Penalty: 3463.088867
	Iteration 80F: 3 clusters Score -5447477 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5447491.500000 Penalty: 3463.088867
	Iteration 81Q: 3 clusters Score -5447492 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5447521.500000 Penalty: 3463.088867
	Iteration 82Q: 3 clusters Score -5447522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5447542.500000 Penalty: 3463.088867
	Iteration 83Q: 3 clusters Score -5447542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5447538.500000 Penalty: 3463.088867
	Iteration 84Q: 3 clusters Score -5447538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5447566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5447596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5447608.000000 Penalty: 3463.088867
	Iteration 87Q: 3 clusters Score -5447608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5447608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5447616.000000 Penalty: 3463.088867
	Iteration 89Q: 3 clusters Score -5447616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5447619.500000 Penalty: 3463.088867
	Iteration 90Q: 3 clusters Score -5447620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5447630.000000 Penalty: 3463.088867
	Iteration 91Q: 3 clusters Score -5447630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5447630 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5447636.500000 Penalty: 3463.088867
	Iteration 93Q: 3 clusters Score -5447636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5447648.500000 Penalty: 3463.088867
	Iteration 94Q: 3 clusters Score -5447648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5447648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5447664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5447660.000000 Penalty: 3463.088867
	Iteration 97Q: 3 clusters Score -5447660 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5447680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5447680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5447675.500000 Penalty: 3463.088867
	Iteration 100F: 3 clusters Score -5447676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5447683.000000 Penalty: 3463.088867
	Iteration 101Q: 3 clusters Score -5447683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5447684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5447685.500000 Penalty: 3463.088867
	Iteration 103Q: 3 clusters Score -5447686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5447700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5447710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5447708 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5447737.000000 Penalty: 3463.088867
	Iteration 107Q: 3 clusters Score -5447737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5447720 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5447740.000000 Penalty: 3463.088867
	Iteration 109Q: 3 clusters Score -5447740 nChanged 24
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Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5447744 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5447735.500000 Penalty: 3463.088867
	Iteration 111Q: 3 clusters Score -5447736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5447746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5447744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5447759.000000 Penalty: 3463.088867
	Iteration 114Q: 3 clusters Score -5447759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5447758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5447765.000000 Penalty: 3463.088867
	Iteration 116Q: 3 clusters Score -5447765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5447761.000000 Penalty: 3463.088867
	Iteration 117Q: 3 clusters Score -5447761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5447762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5447763.000000 Penalty: 3463.088867
	Iteration 119Q: 3 clusters Score -5447763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5447767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5447775.500000 Penalty: 3463.088867
	Iteration 121Q: 3 clusters Score -5447776 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5447774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5447779.500000 Penalty: 3463.088867
	Iteration 123Q: 3 clusters Score -5447780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5447783.500000 Penalty: 3463.088867
	Iteration 124Q: 3 clusters Score -5447784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5447783.500000 Penalty: 3463.088867
	Iteration 125Q: 3 clusters Score -5447784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5447783.000000 Penalty: 3463.088867
	Iteration 126Q: 3 clusters Score -5447783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5447783.000000 Penalty: 3463.088867
	Iteration 127Q: 3 clusters Score -5447783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5447785.000000 Penalty: 3463.088867
	Iteration 128Q: 3 clusters Score -5447785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5447785.000000 Penalty: 3463.088867
	Iteration 129F: 3 clusters Score -5447785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -377034.468750 Penalty: 1296.753784
	Iteration 0F: 2 clusters Score -377034.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -374330.062500 Penalty: 2593.507568
	Iteration 0F: 3 clusters Score -374330.1 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -374989.625000 Penalty: 2593.507568
	Iteration 1F: 3 clusters Score -374989.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -375124.125000 Penalty: 2593.507568
	Iteration 2F: 3 clusters Score -375124.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -375206.781250 Penalty: 2593.507568
	Iteration 3F: 3 clusters Score -375206.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -375259.062500 Penalty: 2593.507568
	Iteration 4Q: 3 clusters Score -375259.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -375296.937500 Penalty: 2593.507568
	Iteration 5Q: 3 clusters Score -375296.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -375322.218750 Penalty: 2593.507568
	Iteration 6Q: 3 clusters Score -375322.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -375344.718750 Penalty: 2593.507568
	Iteration 7Q: 3 clusters Score -375344.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -375371.406250 Penalty: 2593.507568
	Iteration 8Q: 3 clusters Score -375371.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -375391.406250 Penalty: 2593.507568
	Iteration 9Q: 3 clusters Score -375391.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -375401.531250 Penalty: 2593.507568
	Iteration 10Q: 3 clusters Score -375401.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -375412.968750 Penalty: 2593.507568
	Iteration 11Q: 3 clusters Score -375413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -375420.250000 Penalty: 2593.507568
	Iteration 12Q: 3 clusters Score -375420.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -375427.562500 Penalty: 2593.507568
	Iteration 13Q: 3 clusters Score -375427.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -375434.187500 Penalty: 2593.507568
	Iteration 14Q: 3 clusters Score -375434.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -375438.812500 Penalty: 2593.507568
	Iteration 15Q: 3 clusters Score -375438.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -375444.406250 Penalty: 2593.507568
	Iteration 16Q: 3 clusters Score -375444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -375447.656250 Penalty: 2593.507568
	Iteration 17Q: 3 clusters Score -375447.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -375452.031250 Penalty: 2593.507568
	Iteration 18Q: 3 clusters Score -375452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -375457.031250 Penalty: 2593.507568
	Iteration 19Q: 3 clusters Score -375457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -375463.312500 Penalty: 2593.507568
	Iteration 20F: 3 clusters Score -375463.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -375472.968750 Penalty: 2593.507568
	Iteration 21Q: 3 clusters Score -375473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -375479.093750 Penalty: 2593.507568
	Iteration 22Q: 3 clusters Score -375479.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -375483.937500 Penalty: 2593.507568
	Iteration 23Q: 3 clusters Score -375483.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -375488.906250 Penalty: 2593.507568
	Iteration 24Q: 3 clusters Score -375488.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -375492.875000 Penalty: 2593.507568
	Iteration 25Q: 3 clusters Score -375492.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -375494.406250 Penalty: 2593.507568
	Iteration 26Q: 3 clusters Score -375494.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -375497.062500 Penalty: 2593.507568
	Iteration 27Q: 3 clusters Score -375497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -375497.687500 Penalty: 2593.507568
	Iteration 28Q: 3 clusters Score -375497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -375499.468750 Penalty: 2593.507568
	Iteration 29Q: 3 clusters Score -375499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -375501.468750 Penalty: 2593.507568
	Iteration 30Q: 3 clusters Score -375501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -375503.500000 Penalty: 2593.507568
	Iteration 31Q: 3 clusters Score -375503.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -375505.343750 Penalty: 2593.507568
	Iteration 32Q: 3 clusters Score -375505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -375505.625000 Penalty: 2593.507568
	Iteration 33Q: 3 clusters Score -375505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -375506.156250 Penalty: 2593.507568
	Iteration 34Q: 3 clusters Score -375506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -375507.500000 Penalty: 2593.507568
	Iteration 35Q: 3 clusters Score -375507.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -375509.031250 Penalty: 2593.507568
	Iteration 36Q: 3 clusters Score -375509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -375513.531250 Penalty: 2593.507568
	Iteration 37Q: 3 clusters Score -375513.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -375515.406250 Penalty: 2593.507568
	Iteration 38Q: 3 clusters Score -375515.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -375517.593750 Penalty: 2593.507568
	Iteration 39Q: 3 clusters Score -375517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -375518.000000 Penalty: 2593.507568
	Iteration 40F: 3 clusters Score -375518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -375518.312500 Penalty: 2593.507568
	Iteration 41Q: 3 clusters Score -375518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -375519.843750 Penalty: 2593.507568
	Iteration 42Q: 3 clusters Score -375519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -375520.843750 Penalty: 2593.507568
	Iteration 43Q: 3 clusters Score -375520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -375521.593750 Penalty: 2593.507568
	Iteration 44Q: 3 clusters Score -375521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -375522.843750 Penalty: 2593.507568
	Iteration 45Q: 3 clusters Score -375522.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -375525.468750 Penalty: 2593.507568
	Iteration 46Q: 3 clusters Score -375525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -375526.750000 Penalty: 2593.507568
	Iteration 47Q: 3 clusters Score -375526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -375528.718750 Penalty: 2593.507568
	Iteration 48Q: 3 clusters Score -375528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -375528.843750 Penalty: 2593.507568
	Iteration 49Q: 3 clusters Score -375528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -375530.218750 Penalty: 2593.507568
	Iteration 50Q: 3 clusters Score -375530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -375530.500000 Penalty: 2593.507568
	Iteration 51Q: 3 clusters Score -375530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -375531.281250 Penalty: 2593.507568
	Iteration 52Q: 3 clusters Score -375531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -375534.531250 Penalty: 2593.507568
	Iteration 53Q: 3 clusters Score -375534.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375535.468750 Penalty: 2593.507568
	Iteration 54Q: 3 clusters Score -375535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -375537.156250 Penalty: 2593.507568
	Iteration 55Q: 3 clusters Score -375537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -375538.000000 Penalty: 2593.507568
	Iteration 56Q: 3 clusters Score -375538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -375537.125000 Penalty: 2593.507568
	Iteration 57Q: 3 clusters Score -375537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -375537.125000 Penalty: 2593.507568
	Iteration 58F: 3 clusters Score -375537.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Entering Unmasked Estep 
Score: -968206.375000 Penalty: 1450.126831
	Iteration 0F: 2 clusters Score -968206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -962613.312500 Penalty: 2900.253662
	Iteration 0F: 3 clusters Score -962613.3 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -964289.812500 Penalty: 2900.253662
	Iteration 1F: 3 clusters Score -964289.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -964505.437500 Penalty: 2900.253662
	Iteration 2F: 3 clusters Score -964505.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -964671.125000 Penalty: 2900.253662
	Iteration 3F: 3 clusters Score -964671.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -964794.250000 Penalty: 2900.253662
	Iteration 4Q: 3 clusters Score -964794.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -964884.625000 Penalty: 2900.253662
	Iteration 5Q: 3 clusters Score -964884.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -964961.312500 Penalty: 2900.253662
	Iteration 6Q: 3 clusters Score -964961.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -965030.187500 Penalty: 2900.253662
	Iteration 7Q: 3 clusters Score -965030.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -965105.875000 Penalty: 2900.253662
	Iteration 8Q: 3 clusters Score -965105.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -965193.312500 Penalty: 2900.253662
	Iteration 9Q: 3 clusters Score -965193.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -965290.125000 Penalty: 2900.253662
	Iteration 10Q: 3 clusters Score -965290.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -965407.562500 Penalty: 2900.253662
	Iteration 11Q: 3 clusters Score -965407.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -965559.062500 Penalty: 2900.253662
	Iteration 12Q: 3 clusters Score -965559.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -965713.312500 Penalty: 2900.253662
	Iteration 13Q: 3 clusters Score -965713.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -965890.062500 Penalty: 2900.253662
	Iteration 14Q: 3 clusters Score -965890.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -966067.312500 Penalty: 2900.253662
	Iteration 15Q: 3 clusters Score -966067.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -966256.937500 Penalty: 2900.253662
	Iteration 16Q: 3 clusters Score -966256.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -966446.937500 Penalty: 2900.253662
	Iteration 17Q: 3 clusters Score -966446.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -966616.750000 Penalty: 2900.253662
	Iteration 18Q: 3 clusters Score -966616.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -966712.062500 Penalty: 2900.253662
	Iteration 19Q: 3 clusters Score -966712.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -966772.250000 Penalty: 2900.253662
	Iteration 20F: 3 clusters Score -966772.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -966821.062500 Penalty: 2900.253662
	Iteration 21Q: 3 clusters Score -966821.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -966864.500000 Penalty: 2900.253662
	Iteration 22Q: 3 clusters Score -966864.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -966896.125000 Penalty: 2900.253662
	Iteration 23Q: 3 clusters Score -966896.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -966917.500000 Penalty: 2900.253662
	Iteration 24Q: 3 clusters Score -966917.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -966935.875000 Penalty: 2900.253662
	Iteration 25Q: 3 clusters Score -966935.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -966945.000000 Penalty: 2900.253662
	Iteration 26Q: 3 clusters Score -966945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -966951.437500 Penalty: 2900.253662
	Iteration 27Q: 3 clusters Score -966951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -966953.250000 Penalty: 2900.253662
	Iteration 28Q: 3 clusters Score -966953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -966953.437500 Penalty: 2900.253662
	Iteration 29Q: 3 clusters Score -966953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -966953.437500 Penalty: 2900.253662
	Iteration 30F: 3 clusters Score -966953.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Entering Unmasked Estep 
Score: -2474492.500000 Penalty: 1606.967896
	Iteration 0F: 2 clusters Score -2474492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2461060.000000 Penalty: 3213.935791
	Iteration 0F: 3 clusters Score -2461060 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2465847.750000 Penalty: 3213.935791
	Iteration 1F: 3 clusters Score -2465848 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2466166.250000 Penalty: 3213.935791
	Iteration 2Q: 3 clusters Score -2466166 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2466484.500000 Penalty: 3213.935791
	Iteration 3Q: 3 clusters Score -2466484 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2466870.250000 Penalty: 3213.935791
	Iteration 4Q: 3 clusters Score -2466870 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2467380.750000 Penalty: 3213.935791
	Iteration 5F: 3 clusters Score -2467381 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2467992.750000 Penalty: 3213.935791
	Iteration 6F: 3 clusters Score -2467993 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2468849.750000 Penalty: 3213.935791
	Iteration 7F: 3 clusters Score -2468850 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2469860.250000 Penalty: 3213.935791
	Iteration 8F: 3 clusters Score -2469860 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2470880.750000 Penalty: 3213.935791
	Iteration 9F: 3 clusters Score -2470881 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2471776.500000 Penalty: 3213.935791
	Iteration 10F: 3 clusters Score -2471776 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2472424.250000 Penalty: 3213.935791
	Iteration 11Q: 3 clusters Score -2472424 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2472817.500000 Penalty: 3213.935791
	Iteration 12Q: 3 clusters Score -2472818 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2472971.500000 Penalty: 3213.935791
	Iteration 13Q: 3 clusters Score -2472972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2473047.250000 Penalty: 3213.935791
	Iteration 14Q: 3 clusters Score -2473047 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2473104.500000 Penalty: 3213.935791
	Iteration 15Q: 3 clusters Score -2473104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2473135.500000 Penalty: 3213.935791
	Iteration 16Q: 3 clusters Score -2473136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2473154.750000 Penalty: 3213.935791
	Iteration 17Q: 3 clusters Score -2473155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2473166.500000 Penalty: 3213.935791
	Iteration 18Q: 3 clusters Score -2473166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2473175.500000 Penalty: 3213.935791
	Iteration 19Q: 3 clusters Score -2473176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2473182.750000 Penalty: 3213.935791
	Iteration 20F: 3 clusters Score -2473183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2473183.500000 Penalty: 3213.935791
	Iteration 21Q: 3 clusters Score -2473184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2473184.500000 Penalty: 3213.935791
	Iteration 22Q: 3 clusters Score -2473184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2473184.000000 Penalty: 3213.935791
	Iteration 23Q: 3 clusters Score -2473184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2473185.000000 Penalty: 3213.935791
	Iteration 24Q: 3 clusters Score -2473185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2473187.000000 Penalty: 3213.935791
	Iteration 25Q: 3 clusters Score -2473187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2473187.000000 Penalty: 3213.935791
	Iteration 26F: 3 clusters Score -2473187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Entering Unmasked Estep 
Score: -434658.250000 Penalty: 1326.177124
	Iteration 0F: 2 clusters Score -434658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -431619.312500 Penalty: 2652.354248
	Iteration 0F: 3 clusters Score -431619.3 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -432361.062500 Penalty: 2652.354248
	Iteration 1F: 3 clusters Score -432361.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -432494.906250 Penalty: 2652.354248
	Iteration 2F: 3 clusters Score -432494.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -432585.468750 Penalty: 2652.354248
	Iteration 3Q: 3 clusters Score -432585.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -432636.343750 Penalty: 2652.354248
	Iteration 4Q: 3 clusters Score -432636.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -432673.218750 Penalty: 2652.354248
	Iteration 5Q: 3 clusters Score -432673.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -432716.531250 Penalty: 2652.354248
	Iteration 6Q: 3 clusters Score -432716.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -432747.312500 Penalty: 2652.354248
	Iteration 7Q: 3 clusters Score -432747.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -432776.718750 Penalty: 2652.354248
	Iteration 8Q: 3 clusters Score -432776.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -432798.562500 Penalty: 2652.354248
	Iteration 9Q: 3 clusters Score -432798.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -432821.125000 Penalty: 2652.354248
	Iteration 10Q: 3 clusters Score -432821.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -432847.906250 Penalty: 2652.354248
	Iteration 11Q: 3 clusters Score -432847.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -432870.343750 Penalty: 2652.354248
	Iteration 12Q: 3 clusters Score -432870.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -432899.531250 Penalty: 2652.354248
	Iteration 13Q: 3 clusters Score -432899.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -432937.687500 Penalty: 2652.354248
	Iteration 14Q: 3 clusters Score -432937.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -432982.687500 Penalty: 2652.354248
	Iteration 15Q: 3 clusters Score -432982.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -433038.781250 Penalty: 2652.354248
	Iteration 16Q: 3 clusters Score -433038.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -433094.093750 Penalty: 2652.354248
	Iteration 17Q: 3 clusters Score -433094.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -433144.000000 Penalty: 2652.354248
	Iteration 18Q: 3 clusters Score -433144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -433178.187500 Penalty: 2652.354248
	Iteration 19Q: 3 clusters Score -433178.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -433212.812500 Penalty: 2652.354248
	Iteration 20F: 3 clusters Score -433212.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -433239.156250 Penalty: 2652.354248
	Iteration 21Q: 3 clusters Score -433239.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -433265.187500 Penalty: 2652.354248
	Iteration 22Q: 3 clusters Score -433265.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -433296.812500 Penalty: 2652.354248
	Iteration 23Q: 3 clusters Score -433296.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -433329.687500 Penalty: 2652.354248
	Iteration 24Q: 3 clusters Score -433329.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -433358.968750 Penalty: 2652.354248
	Iteration 25Q: 3 clusters Score -433359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -433393.156250 Penalty: 2652.354248
	Iteration 26Q: 3 clusters Score -433393.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -433426.406250 Penalty: 2652.354248
	Iteration 27Q: 3 clusters Score -433426.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -433445.218750 Penalty: 2652.354248
	Iteration 28Q: 3 clusters Score -433445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -433452.343750 Penalty: 2652.354248
	Iteration 29Q: 3 clusters Score -433452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -433454.656250 Penalty: 2652.354248
	Iteration 30Q: 3 clusters Score -433454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -433459.250000 Penalty: 2652.354248
	Iteration 31Q: 3 clusters Score -433459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -433467.937500 Penalty: 2652.354248
	Iteration 32Q: 3 clusters Score -433467.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -433478.250000 Penalty: 2652.354248
	Iteration 33Q: 3 clusters Score -433478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -433487.656250 Penalty: 2652.354248
	Iteration 34Q: 3 clusters Score -433487.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -433496.250000 Penalty: 2652.354248
	Iteration 35Q: 3 clusters Score -433496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -433504.125000 Penalty: 2652.354248
	Iteration 36Q: 3 clusters Score -433504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -433508.187500 Penalty: 2652.354248
	Iteration 37Q: 3 clusters Score -433508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -433511.187500 Penalty: 2652.354248
	Iteration 38Q: 3 clusters Score -433511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -433515.875000 Penalty: 2652.354248
	Iteration 39Q: 3 clusters Score -433515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -433516.187500 Penalty: 2652.354248
	Iteration 40F: 3 clusters Score -433516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Entering Unmasked Estep 
Score: -4578046.000000 Penalty: 1704.872559
	Iteration 0F: 2 clusters Score -4578046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4553929.500000 Penalty: 3409.745117
	Iteration 0F: 3 clusters Score -4553930 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4563142.500000 Penalty: 3409.745117
	Iteration 1F: 3 clusters Score -4563142 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4563569.000000 Penalty: 3409.745117
	Iteration 2Q: 3 clusters Score -4563569 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4564006.500000 Penalty: 3409.745117
	Iteration 3Q: 3 clusters Score -4564006 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4564391.000000 Penalty: 3409.745117
	Iteration 4Q: 3 clusters Score -4564391 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4564811.500000 Penalty: 3409.745117
	Iteration 5Q: 3 clusters Score -4564812 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4565273.000000 Penalty: 3409.745117
	Iteration 6Q: 3 clusters Score -4565273 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4565782.500000 Penalty: 3409.745117
	Iteration 7Q: 3 clusters Score -4565782 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4566378.000000 Penalty: 3409.745117
	Iteration 8Q: 3 clusters Score -4566378 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -4567093.000000 Penalty: 3409.745117
	Iteration 9Q: 3 clusters Score -4567093 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4567898.000000 Penalty: 3409.745117
	Iteration 10Q: 3 clusters Score -4567898 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -4568834.500000 Penalty: 3409.745117
	Iteration 11F: 3 clusters Score -4568834 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -4570027.500000 Penalty: 3409.745117
	Iteration 12F: 3 clusters Score -4570028 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4571454.500000 Penalty: 3409.745117
	Iteration 13F: 3 clusters Score -4571454 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4573065.500000 Penalty: 3409.745117
	Iteration 14F: 3 clusters Score -4573066 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4574550.000000 Penalty: 3409.745117
	Iteration 15Q: 3 clusters Score -4574550 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4575611 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4576164 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4576451.000000 Penalty: 3409.745117
	Iteration 18Q: 3 clusters Score -4576451 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4576616.000000 Penalty: 3409.745117
	Iteration 19Q: 3 clusters Score -4576616 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -4576717.000000 Penalty: 3409.745117
	Iteration 20F: 3 clusters Score -4576717 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4576774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4576806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4576819.500000 Penalty: 3409.745117
	Iteration 23Q: 3 clusters Score -4576820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4576830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4576831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4576831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4576834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4576839.500000 Penalty: 3409.745117
	Iteration 28Q: 3 clusters Score -4576840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4576846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4576840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4576844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4576842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4576842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
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	Iteration 34F: 3 clusters Score -4576842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 109244 members 
Mstep: Class 5 contains 106381 members 
Mstep: Class 6 contains 627 members 
Mstep: Class 7 contains 65448 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 11 contains 116173 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 42432 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 7509 members 
Mstep: Class 16 contains 19713 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 36009 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 19 clusters Score -7.27928e+07 nChanged 14421
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 108193 members 
Mstep: Class 5 contains 106408 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 70031 members 
Mstep: Class 8 contains 1762 members 
Mstep: Class 9 contains 53059 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 114077 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 42194 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 7622 members 
Mstep: Class 16 contains 19569 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 35514 members 
Entering Unmasked Estep 
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Iteration 80F: 19 clusters Score -7.279648e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 106803 members 
Mstep: Class 5 contains 106421 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 72426 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 53138 members 
Mstep: Class 10 contains 10159 members 
Mstep: Class 11 contains 113117 members 
Mstep: Class 12 contains 2418 members 
Mstep: Class 13 contains 41861 members 
Mstep: Class 14 contains 3022 members 
Mstep: Class 15 contains 7738 members 
Mstep: Class 16 contains 19446 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 34994 members 
Entering Unmasked Estep 
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Iteration 81Q: 19 clusters Score -7.279902e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 105637 members 
Mstep: Class 5 contains 106383 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 74773 members 
Mstep: Class 8 contains 2021 members 
Mstep: Class 9 contains 53275 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 112343 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 41495 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 19259 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 34453 members 
Entering Unmasked Estep 
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Iteration 82Q: 19 clusters Score -7.28007e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 104653 members 
Mstep: Class 5 contains 106312 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 77082 members 
Mstep: Class 8 contains 2140 members 
Mstep: Class 9 contains 53453 members 
Mstep: Class 10 contains 10811 members 
Mstep: Class 11 contains 111550 members 
Mstep: Class 12 contains 2403 members 
Mstep: Class 13 contains 41046 members 
Mstep: Class 14 contains 3023 members 
Mstep: Class 15 contains 7955 members 
Mstep: Class 16 contains 19076 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 33943 members 
Entering Unmasked Estep 
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Iteration 83Q: 19 clusters Score -7.280248e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 103785 members 
Mstep: Class 5 contains 106260 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 79297 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 53603 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 110749 members 
Mstep: Class 12 contains 2394 members 
Mstep: Class 13 contains 40625 members 
Mstep: Class 14 contains 3014 members 
Mstep: Class 15 contains 8031 members 
Mstep: Class 16 contains 18885 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 33455 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -7.280371e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 103105 members 
Mstep: Class 5 contains 106210 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 81411 members 
Mstep: Class 8 contains 2363 members 
Mstep: Class 9 contains 53802 members 
Mstep: Class 10 contains 11373 members 
Mstep: Class 11 contains 109785 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 40308 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 8101 members 
Mstep: Class 16 contains 18680 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 32963 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -7.280497e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 102370 members 
Mstep: Class 5 contains 106199 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 83520 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 54012 members 
Mstep: Class 10 contains 11633 members 
Mstep: Class 11 contains 108733 members 
Mstep: Class 12 contains 2377 members 
Mstep: Class 13 contains 40071 members 
Mstep: Class 14 contains 2950 members 
Mstep: Class 15 contains 8132 members 
Mstep: Class 16 contains 18489 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 32500 members 
Entering Unmasked Estep 
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Iteration 86Q: 19 clusters Score -7.280628e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 101754 members 
Mstep: Class 5 contains 106181 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 85530 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 54290 members 
Mstep: Class 10 contains 11878 members 
Mstep: Class 11 contains 107600 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 39822 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 18343 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 32100 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -7.280705e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 101152 members 
Mstep: Class 5 contains 106151 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 87480 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 54583 members 
Mstep: Class 10 contains 12111 members 
Mstep: Class 11 contains 106406 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 39650 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 8094 members 
Mstep: Class 16 contains 18209 members 
Mstep: Class 18 contains 3487 members 
Mstep: Class 19 contains 31747 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -7.280798e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 100686 members 
Mstep: Class 5 contains 106138 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 89369 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 54942 members 
Mstep: Class 10 contains 12335 members 
Mstep: Class 11 contains 105007 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 39524 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 8076 members 
Mstep: Class 16 contains 18083 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 31405 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -7.280908e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 100362 members 
Mstep: Class 5 contains 106139 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 91301 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 55298 members 
Mstep: Class 10 contains 12535 members 
Mstep: Class 11 contains 103387 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 39436 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 8036 members 
Mstep: Class 16 contains 17976 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 31099 members 
Entering Unmasked Estep 
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Iteration 90Q: 19 clusters Score -7.280978e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100053 members 
Mstep: Class 5 contains 106143 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 93291 members 
Mstep: Class 8 contains 2750 members 
Mstep: Class 9 contains 55792 members 
Mstep: Class 10 contains 12718 members 
Mstep: Class 11 contains 101535 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 39327 members 
Mstep: Class 14 contains 2838 members 
Mstep: Class 15 contains 7955 members 
Mstep: Class 16 contains 17896 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 30839 members 
Entering Unmasked Estep 
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Iteration 91Q: 19 clusters Score -7.281027e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 99637 members 
Mstep: Class 5 contains 106145 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 95402 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 56580 members 
Mstep: Class 10 contains 12875 members 
Mstep: Class 11 contains 99399 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 39208 members 
Mstep: Class 14 contains 2823 members 
Mstep: Class 15 contains 7885 members 
Mstep: Class 16 contains 17837 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 30576 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -7.281074e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 99199 members 
Mstep: Class 5 contains 106167 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 97552 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 57570 members 
Mstep: Class 10 contains 12995 members 
Mstep: Class 11 contains 97108 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 39051 members 
Mstep: Class 14 contains 2785 members 
Mstep: Class 15 contains 7797 members 
Mstep: Class 16 contains 17773 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 19 contains 30357 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -7.28111e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 98934 members 
Mstep: Class 5 contains 106181 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 99482 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 58454 members 
Mstep: Class 10 contains 13060 members 
Mstep: Class 11 contains 94963 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 38910 members 
Mstep: Class 14 contains 2759 members 
Mstep: Class 15 contains 7697 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 30195 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -7.281108e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 98793 members 
Mstep: Class 5 contains 106195 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 101112 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 59227 members 
Mstep: Class 10 contains 13096 members 
Mstep: Class 11 contains 93121 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 38756 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 7631 members 
Mstep: Class 16 contains 17652 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 30033 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -7.281128e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 98743 members 
Mstep: Class 5 contains 106197 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 102450 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 59931 members 
Mstep: Class 10 contains 13135 members 
Mstep: Class 11 contains 91519 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 38615 members 
Mstep: Class 14 contains 2695 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 29915 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -7.281152e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98704 members 
Mstep: Class 5 contains 106215 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 103520 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 60557 members 
Mstep: Class 10 contains 13175 members 
Mstep: Class 11 contains 90170 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 13 contains 38476 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 7455 members 
Mstep: Class 16 contains 17581 members 
Mstep: Class 18 contains 3473 members 
Mstep: Class 19 contains 29822 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -7.281173e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98721 members 
Mstep: Class 5 contains 106231 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 104315 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 61056 members 
Mstep: Class 10 contains 13205 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 2218 members 
Mstep: Class 13 contains 38338 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 7363 members 
Mstep: Class 16 contains 17574 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 29727 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -7.281178e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98629 members 
Mstep: Class 5 contains 106243 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 104893 members 
Mstep: Class 8 contains 2897 members 
Mstep: Class 9 contains 61539 members 
Mstep: Class 10 contains 13197 members 
Mstep: Class 11 contains 88507 members 
Mstep: Class 12 contains 2212 members 
Mstep: Class 13 contains 38198 members 
Mstep: Class 14 contains 2620 members 
Mstep: Class 15 contains 7280 members 
Mstep: Class 16 contains 17566 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 29672 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -7.28115e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98506 members 
Mstep: Class 5 contains 106264 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 105369 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 62029 members 
Mstep: Class 10 contains 13170 members 
Mstep: Class 11 contains 87987 members 
Mstep: Class 12 contains 2205 members 
Mstep: Class 13 contains 38040 members 
Mstep: Class 14 contains 2600 members 
Mstep: Class 15 contains 7200 members 
Mstep: Class 16 contains 17561 members 
Mstep: Class 18 contains 3471 members 
Mstep: Class 19 contains 29620 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -7.281196e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98362 members 
Mstep: Class 5 contains 106276 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 106431 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 62519 members 
Mstep: Class 10 contains 13140 members 
Mstep: Class 11 contains 86923 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 37866 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 7139 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 18 contains 3474 members 
Mstep: Class 19 contains 29552 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -7.281232e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98258 members 
Mstep: Class 5 contains 106292 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 107407 members 
Mstep: Class 8 contains 2916 members 
Mstep: Class 9 contains 63040 members 
Mstep: Class 10 contains 13098 members 
Mstep: Class 11 contains 85864 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 37716 members 
Mstep: Class 14 contains 2566 members 
Mstep: Class 15 contains 7072 members 
Mstep: Class 16 contains 17531 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 29492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812384.000000 Penalty: 38813.050781
Iteration 102Q: 19 clusters Score -7.281238e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 503 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98200 members 
Mstep: Class 5 contains 106301 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 108385 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 63537 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 11 contains 84797 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 37537 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 17519 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 29446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812504.000000 Penalty: 38813.050781
Iteration 103Q: 19 clusters Score -7.28125e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 504 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98161 members 
Mstep: Class 5 contains 106301 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 109326 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 64080 members 
Mstep: Class 10 contains 12982 members 
Mstep: Class 11 contains 83766 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 37304 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 17505 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 29404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812272.000000 Penalty: 38813.050781
Iteration 104Q: 19 clusters Score -7.281227e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98196 members 
Mstep: Class 5 contains 106310 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 110090 members 
Mstep: Class 8 contains 2947 members 
Mstep: Class 9 contains 64661 members 
Mstep: Class 10 contains 12925 members 
Mstep: Class 11 contains 82824 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 37011 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 6876 members 
Mstep: Class 16 contains 17507 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 19 contains 29361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812232.000000 Penalty: 38813.050781
Iteration 105Q: 19 clusters Score -7.281223e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98199 members 
Mstep: Class 5 contains 106318 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 110792 members 
Mstep: Class 8 contains 2950 members 
Mstep: Class 9 contains 65319 members 
Mstep: Class 10 contains 12876 members 
Mstep: Class 11 contains 81985 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 36659 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 17502 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 29316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811640.000000 Penalty: 38813.050781
Iteration 106Q: 19 clusters Score -7.281164e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98174 members 
Mstep: Class 5 contains 106309 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 111363 members 
Mstep: Class 8 contains 2959 members 
Mstep: Class 9 contains 66140 members 
Mstep: Class 10 contains 12853 members 
Mstep: Class 11 contains 81125 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 36300 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 16 contains 17500 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 19 contains 29283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811024.000000 Penalty: 38813.050781
Iteration 107Q: 19 clusters Score -7.281102e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98190 members 
Mstep: Class 5 contains 106293 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 111820 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 67035 members 
Mstep: Class 10 contains 12839 members 
Mstep: Class 11 contains 80308 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 35904 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 15 contains 6692 members 
Mstep: Class 16 contains 17510 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 29222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810896.000000 Penalty: 38813.050781
Iteration 108Q: 19 clusters Score -7.28109e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98258 members 
Mstep: Class 5 contains 106269 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 112015 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 68121 members 
Mstep: Class 10 contains 12844 members 
Mstep: Class 11 contains 79520 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 35475 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 17515 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 29164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810536.000000 Penalty: 38813.050781
Iteration 109Q: 19 clusters Score -7.281054e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98344 members 
Mstep: Class 5 contains 106246 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 112075 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 69345 members 
Mstep: Class 10 contains 12835 members 
Mstep: Class 11 contains 78777 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 35017 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 17513 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 29100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810544.000000 Penalty: 38813.050781
Iteration 110Q: 19 clusters Score -7.281054e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98429 members 
Mstep: Class 5 contains 106254 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112129 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 70534 members 
Mstep: Class 10 contains 12851 members 
Mstep: Class 11 contains 77958 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 34579 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 6563 members 
Mstep: Class 16 contains 17524 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 29050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810376.000000 Penalty: 38813.050781
Iteration 111Q: 19 clusters Score -7.281038e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98474 members 
Mstep: Class 5 contains 106252 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112122 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 71704 members 
Mstep: Class 10 contains 12893 members 
Mstep: Class 11 contains 77171 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 34201 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 17522 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 29004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810496.000000 Penalty: 38813.050781
Iteration 112Q: 19 clusters Score -7.28105e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98458 members 
Mstep: Class 5 contains 106253 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112210 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 72800 members 
Mstep: Class 10 contains 12929 members 
Mstep: Class 11 contains 76373 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 33863 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 6505 members 
Mstep: Class 16 contains 17533 members 
Mstep: Class 18 contains 3471 members 
Mstep: Class 19 contains 28971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810592.000000 Penalty: 38813.050781
Iteration 113Q: 19 clusters Score -7.281059e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98464 members 
Mstep: Class 5 contains 106262 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112313 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 73925 members 
Mstep: Class 10 contains 12961 members 
Mstep: Class 11 contains 75529 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 33518 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 15 contains 6473 members 
Mstep: Class 16 contains 17541 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 28924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810496.000000 Penalty: 38813.050781
Iteration 114Q: 19 clusters Score -7.28105e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98452 members 
Mstep: Class 5 contains 106264 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112449 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 75062 members 
Mstep: Class 10 contains 12984 members 
Mstep: Class 11 contains 74669 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 33201 members 
Mstep: Class 14 contains 2372 members 
Mstep: Class 15 contains 6433 members 
Mstep: Class 16 contains 17555 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 28868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810432.000000 Penalty: 38813.050781
Iteration 115Q: 19 clusters Score -7.281043e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98412 members 
Mstep: Class 5 contains 106261 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112547 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 76248 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 73801 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 32888 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 6405 members 
Mstep: Class 16 contains 17569 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 28819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810440.000000 Penalty: 38813.050781
Iteration 116Q: 19 clusters Score -7.281044e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98389 members 
Mstep: Class 5 contains 106254 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112606 members 
Mstep: Class 8 contains 2933 members 
Mstep: Class 9 contains 77481 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 32570 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 6382 members 
Mstep: Class 16 contains 17576 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 28780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810688.000000 Penalty: 38813.050781
Iteration 117Q: 19 clusters Score -7.281069e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98372 members 
Mstep: Class 5 contains 106248 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112631 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 78828 members 
Mstep: Class 10 contains 13026 members 
Mstep: Class 11 contains 72015 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 32210 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 6353 members 
Mstep: Class 16 contains 17591 members 
Mstep: Class 18 contains 3473 members 
Mstep: Class 19 contains 28743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810584.000000 Penalty: 38813.050781
Iteration 118Q: 19 clusters Score -7.281058e+07 nChanged 3746
Entering ConstructFrom: 
Score: -72810584.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -12621.576172 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -12621.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11913.428711 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -11913.43 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12160.648438 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -12160.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12254.483398 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -12254.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12292.750000 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -12292.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12337.067383 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -12337.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12343.146484 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -12343.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12366.381836 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -12366.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12409.152344 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -12409.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12436.697266 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -12436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12447.448242 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -12447.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12448.147461 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -12448.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12452.594727 Penalty: 1871.643066
	Iteration 11F: 3 clusters Score -12452.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12483.276367 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -12483.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12483.791016 Penalty: 1871.643066
	Iteration 13Q: 3 clusters Score -12483.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12484.708984 Penalty: 1871.643066
	Iteration 14Q: 3 clusters Score -12484.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12485.163086 Penalty: 1871.643066
	Iteration 15Q: 3 clusters Score -12485.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12485.713867 Penalty: 1871.643066
	Iteration 16Q: 3 clusters Score -12485.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12486.193359 Penalty: 1871.643066
	Iteration 17Q: 3 clusters Score -12486.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12486.193359 Penalty: 1871.643066
	Iteration 18F: 3 clusters Score -12486.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -37923.585938 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -37923.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36911.769531 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -36911.77 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37291.621094 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -37291.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37518.031250 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -37518.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37674.855469 Penalty: 2024.265991
	Iteration 3F: 3 clusters Score -37674.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37716.054688 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -37716.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37721.789062 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -37721.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37726.898438 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -37726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37739.152344 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -37739.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37748.542969 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -37748.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37754.066406 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -37754.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37785.882812 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -37785.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37847.632812 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -37847.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37900.687500 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -37900.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37964.082031 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -37964.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37993.734375 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -37993.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38000.171875 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -38000.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38018.636719 Penalty: 2024.265991
	Iteration 16Q: 3 clusters Score -38018.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38019.242188 Penalty: 2024.265991
	Iteration 17Q: 3 clusters Score -38019.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38022.496094 Penalty: 2024.265991
	Iteration 18Q: 3 clusters Score -38022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38025.605469 Penalty: 2024.265991
	Iteration 19Q: 3 clusters Score -38025.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38025.605469 Penalty: 2024.265991
	Iteration 20F: 3 clusters Score -38025.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98342 members 
Mstep: Class 5 contains 106243 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112591 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 80179 members 
Mstep: Class 10 contains 13054 members 
Mstep: Class 11 contains 71146 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 31857 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 6319 members 
Mstep: Class 16 contains 17613 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 18 contains 3470 members 
Mstep: Class 19 contains 28715 members 
Entering Unmasked Estep 
Score: -72809488.000000 Penalty: 40969.332031
Splitting cluster 2 changes total score from -72810584.000000 to -72809488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -74934.148438 Penalty: 1074.892944
	Iteration 0F: 2 clusters Score -74934.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73801.273438 Penalty: 2149.785889
	Iteration 0F: 3 clusters Score -73801.27 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74201.265625 Penalty: 2149.785889
	Iteration 1F: 3 clusters Score -74201.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74387.953125 Penalty: 2149.785889
	Iteration 2F: 3 clusters Score -74387.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74612.523438 Penalty: 2149.785889
	Iteration 3F: 3 clusters Score -74612.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -74805.921875 Penalty: 2149.785889
	Iteration 4F: 3 clusters Score -74805.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74992.984375 Penalty: 2149.785889
	Iteration 5F: 3 clusters Score -74992.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75051.601562 Penalty: 2149.785889
	Iteration 6Q: 3 clusters Score -75051.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -75088.445312 Penalty: 2149.785889
	Iteration 7Q: 3 clusters Score -75088.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75130.203125 Penalty: 2149.785889
	Iteration 8Q: 3 clusters Score -75130.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75156.648438 Penalty: 2149.785889
	Iteration 9Q: 3 clusters Score -75156.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75164.742188 Penalty: 2149.785889
	Iteration 10Q: 3 clusters Score -75164.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75167.445312 Penalty: 2149.785889
	Iteration 11Q: 3 clusters Score -75167.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75171.382812 Penalty: 2149.785889
	Iteration 12Q: 3 clusters Score -75171.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75173.515625 Penalty: 2149.785889
	Iteration 13Q: 3 clusters Score -75173.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75173.546875 Penalty: 2149.785889
	Iteration 14F: 3 clusters Score -75173.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75182.984375 Penalty: 2149.785889
	Iteration 15Q: 3 clusters Score -75182.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75185.445312 Penalty: 2149.785889
	Iteration 16Q: 3 clusters Score -75185.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75189.179688 Penalty: 2149.785889
	Iteration 17Q: 3 clusters Score -75189.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75189.796875 Penalty: 2149.785889
	Iteration 18Q: 3 clusters Score -75189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75190.367188 Penalty: 2149.785889
	Iteration 19Q: 3 clusters Score -75190.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75190.367188 Penalty: 2149.785889
	Iteration 20F: 3 clusters Score -75190.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 98342 members 
Mstep: Class 5 contains 106243 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112591 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 80179 members 
Mstep: Class 10 contains 13054 members 
Mstep: Class 11 contains 71146 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 31857 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 6319 members 
Mstep: Class 16 contains 17613 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 3470 members 
Mstep: Class 19 contains 28715 members 
Entering Unmasked Estep 
Score: -72809728.000000 Penalty: 40969.332031
Splitting cluster 3 changes total score from -72810584.000000 to -72809728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (98342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Entering Unmasked Estep 
Score: -12517845.000000 Penalty: 1868.133545
	Iteration 0F: 2 clusters Score -1.251784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -12452297.000000 Penalty: 3736.267090
	Iteration 0F: 3 clusters Score -1.24523e+07 nChanged 47078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -12479889.000000 Penalty: 3736.267090
	Iteration 1F: 3 clusters Score -1.247989e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -12480972.000000 Penalty: 3736.267090
	Iteration 2Q: 3 clusters Score -1.248097e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -12482555.000000 Penalty: 3736.267090
	Iteration 3Q: 3 clusters Score -1.248256e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -12484517.000000 Penalty: 3736.267090
	Iteration 4Q: 3 clusters Score -1.248452e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -12487052.000000 Penalty: 3736.267090
	Iteration 5Q: 3 clusters Score -1.248705e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -12490077.000000 Penalty: 3736.267090
	Iteration 6F: 3 clusters Score -1.249008e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -12493541.000000 Penalty: 3736.267090
	Iteration 7F: 3 clusters Score -1.249354e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -12497464.000000 Penalty: 3736.267090
	Iteration 8F: 3 clusters Score -1.249746e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -12501024.000000 Penalty: 3736.267090
	Iteration 9F: 3 clusters Score -1.250102e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -12503593.000000 Penalty: 3736.267090
	Iteration 10Q: 3 clusters Score -1.250359e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -12504796.000000 Penalty: 3736.267090
	Iteration 11Q: 3 clusters Score -1.25048e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -12505269.000000 Penalty: 3736.267090
	Iteration 12Q: 3 clusters Score -1.250527e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -12505630.000000 Penalty: 3736.267090
	Iteration 13Q: 3 clusters Score -1.250563e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -12505918.000000 Penalty: 3736.267090
	Iteration 14Q: 3 clusters Score -1.250592e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -12506172.000000 Penalty: 3736.267090
	Iteration 15Q: 3 clusters Score -1.250617e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -12506435.000000 Penalty: 3736.267090
	Iteration 16Q: 3 clusters Score -1.250644e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -12506654.000000 Penalty: 3736.267090
	Iteration 17Q: 3 clusters Score -1.250665e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -12506869.000000 Penalty: 3736.267090
	Iteration 18Q: 3 clusters Score -1.250687e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -12507224.000000 Penalty: 3736.267090
	Iteration 19Q: 3 clusters Score -1.250722e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -12507567.000000 Penalty: 3736.267090
	Iteration 20F: 3 clusters Score -1.250757e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -12508032.000000 Penalty: 3736.267090
	Iteration 21Q: 3 clusters Score -1.250803e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -12508552.000000 Penalty: 3736.267090
	Iteration 22Q: 3 clusters Score -1.250855e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -12509031.000000 Penalty: 3736.267090
	Iteration 23Q: 3 clusters Score -1.250903e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -12509537.000000 Penalty: 3736.267090
	Iteration 24Q: 3 clusters Score -1.250954e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -12510072.000000 Penalty: 3736.267090
	Iteration 25Q: 3 clusters Score -1.251007e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -12510563.000000 Penalty: 3736.267090
	Iteration 26Q: 3 clusters Score -1.251056e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -12510981.000000 Penalty: 3736.267090
	Iteration 27Q: 3 clusters Score -1.251098e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -12511403.000000 Penalty: 3736.267090
	Iteration 28Q: 3 clusters Score -1.25114e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -12511891.000000 Penalty: 3736.267090
	Iteration 29Q: 3 clusters Score -1.251189e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -12512240.000000 Penalty: 3736.267090
	Iteration 30Q: 3 clusters Score -1.251224e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -12512560.000000 Penalty: 3736.267090
	Iteration 31Q: 3 clusters Score -1.251256e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -12512901.000000 Penalty: 3736.267090
	Iteration 32Q: 3 clusters Score -1.25129e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -12513298.000000 Penalty: 3736.267090
	Iteration 33Q: 3 clusters Score -1.25133e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -12513638.000000 Penalty: 3736.267090
	Iteration 34Q: 3 clusters Score -1.251364e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -12513873.000000 Penalty: 3736.267090
	Iteration 35Q: 3 clusters Score -1.251387e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -12514134.000000 Penalty: 3736.267090
	Iteration 36Q: 3 clusters Score -1.251413e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 91575 members 
Entering Unmasked Estep 
Score: -12514400.000000 Penalty: 3736.267090
	Iteration 37Q: 3 clusters Score -1.25144e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 92276 members 
Entering Unmasked Estep 
Score: -12514665.000000 Penalty: 3736.267090
	Iteration 38Q: 3 clusters Score -1.251466e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 92955 members 
Entering Unmasked Estep 
Score: -12514918.000000 Penalty: 3736.267090
	Iteration 39Q: 3 clusters Score -1.251492e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -12515063.000000 Penalty: 3736.267090
	Iteration 40F: 3 clusters Score -1.251506e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -12515251.000000 Penalty: 3736.267090
	Iteration 41Q: 3 clusters Score -1.251525e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 94551 members 
Entering Unmasked Estep 
Score: -12515434.000000 Penalty: 3736.267090
	Iteration 42Q: 3 clusters Score -1.251543e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -12515569.000000 Penalty: 3736.267090
	Iteration 43Q: 3 clusters Score -1.251557e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 95226 members 
Entering Unmasked Estep 
Score: -12515662.000000 Penalty: 3736.267090
	Iteration 44Q: 3 clusters Score -1.251566e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -12515781.000000 Penalty: 3736.267090
	Iteration 45Q: 3 clusters Score -1.251578e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -12515841.000000 Penalty: 3736.267090
	Iteration 46Q: 3 clusters Score -1.251584e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 95947 members 
Entering Unmasked Estep 
Score: -12515878.000000 Penalty: 3736.267090
	Iteration 47Q: 3 clusters Score -1.251588e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -12515972.000000 Penalty: 3736.267090
	Iteration 48Q: 3 clusters Score -1.251597e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -12516040.000000 Penalty: 3736.267090
	Iteration 49Q: 3 clusters Score -1.251604e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -12516092.000000 Penalty: 3736.267090
	Iteration 50Q: 3 clusters Score -1.251609e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -12516092.000000 Penalty: 3736.267090
	Iteration 51Q: 3 clusters Score -1.251609e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -12516133.000000 Penalty: 3736.267090
	Iteration 52Q: 3 clusters Score -1.251613e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -12516156.000000 Penalty: 3736.267090
	Iteration 53Q: 3 clusters Score -1.251616e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -12516180.000000 Penalty: 3736.267090
	Iteration 54Q: 3 clusters Score -1.251618e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -12516190.000000 Penalty: 3736.267090
	Iteration 55Q: 3 clusters Score -1.251619e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -12516214.000000 Penalty: 3736.267090
	Iteration 56Q: 3 clusters Score -1.251621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 96909 members 
Entering Unmasked Estep 
Score: -12516216.000000 Penalty: 3736.267090
	Iteration 57Q: 3 clusters Score -1.251622e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -12516229.000000 Penalty: 3736.267090
	Iteration 58Q: 3 clusters Score -1.251623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 96960 members 
Entering Unmasked Estep 
Score: -12516228.000000 Penalty: 3736.267090
	Iteration 59Q: 3 clusters Score -1.251623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -12516238.000000 Penalty: 3736.267090
	Iteration 60F: 3 clusters Score -1.251624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -12516248.000000 Penalty: 3736.267090
	Iteration 61Q: 3 clusters Score -1.251625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -12516250.000000 Penalty: 3736.267090
	Iteration 62Q: 3 clusters Score -1.251625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 97082 members 
Entering Unmasked Estep 
Score: -12516260.000000 Penalty: 3736.267090
	Iteration 63Q: 3 clusters Score -1.251626e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -12516285.000000 Penalty: 3736.267090
	Iteration 64Q: 3 clusters Score -1.251628e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 97146 members 
Entering Unmasked Estep 
Score: -12516290.000000 Penalty: 3736.267090
	Iteration 65Q: 3 clusters Score -1.251629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -12516303.000000 Penalty: 3736.267090
	Iteration 66Q: 3 clusters Score -1.25163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -12516300.000000 Penalty: 3736.267090
	Iteration 67Q: 3 clusters Score -1.25163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -12516299.000000 Penalty: 3736.267090
	Iteration 68Q: 3 clusters Score -1.25163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 97204 members 
Entering Unmasked Estep 
Score: -12516295.000000 Penalty: 3736.267090
	Iteration 69Q: 3 clusters Score -1.25163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -12516295.000000 Penalty: 3736.267090
	Iteration 70Q: 3 clusters Score -1.25163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -12516293.000000 Penalty: 3736.267090
	Iteration 71Q: 3 clusters Score -1.251629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 97236 members 
Entering Unmasked Estep 
Score: -12516316.000000 Penalty: 3736.267090
	Iteration 72Q: 3 clusters Score -1.251632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -12516312.000000 Penalty: 3736.267090
	Iteration 73Q: 3 clusters Score -1.251631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -12516308.000000 Penalty: 3736.267090
	Iteration 74Q: 3 clusters Score -1.251631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -12516305.000000 Penalty: 3736.267090
	Iteration 75Q: 3 clusters Score -1.25163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -12516321.000000 Penalty: 3736.267090
	Iteration 76Q: 3 clusters Score -1.251632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 97289 members 
Entering Unmasked Estep 
Score: -12516327.000000 Penalty: 3736.267090
	Iteration 77Q: 3 clusters Score -1.251633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -12516332.000000 Penalty: 3736.267090
	Iteration 78Q: 3 clusters Score -1.251633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -12516317.000000 Penalty: 3736.267090
	Iteration 79Q: 3 clusters Score -1.251632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -12516322.000000 Penalty: 3736.267090
	Iteration 80F: 3 clusters Score -1.251632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -12516310.000000 Penalty: 3736.267090
	Iteration 81Q: 3 clusters Score -1.251631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -12516321.000000 Penalty: 3736.267090
	Iteration 82Q: 3 clusters Score -1.251632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 97322 members 
Entering Unmasked Estep 
Score: -12516329.000000 Penalty: 3736.267090
	Iteration 83Q: 3 clusters Score -1.251633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -12516325.000000 Penalty: 3736.267090
	Iteration 84Q: 3 clusters Score -1.251632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
Score: -12516318.000000 Penalty: 3736.267090
	Iteration 85Q: 3 clusters Score -1.251632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -12516316.000000 Penalty: 3736.267090
	Iteration 86Q: 3 clusters Score -1.251632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -12516329.000000 Penalty: 3736.267090
	Iteration 87Q: 3 clusters Score -1.251633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -12516327.000000 Penalty: 3736.267090
	Iteration 88Q: 3 clusters Score -1.251633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -12516320.000000 Penalty: 3736.267090
	Iteration 89Q: 3 clusters Score -1.251632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -12516325.000000 Penalty: 3736.267090
	Iteration 90Q: 3 clusters Score -1.251632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -12516327.000000 Penalty: 3736.267090
	Iteration 91Q: 3 clusters Score -1.251633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -12516327.000000 Penalty: 3736.267090
	Iteration 92Q: 3 clusters Score -1.251633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -12516329.000000 Penalty: 3736.267090
	Iteration 93Q: 3 clusters Score -1.251633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -12516334.000000 Penalty: 3736.267090
	Iteration 94Q: 3 clusters Score -1.251633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -12516334.000000 Penalty: 3736.267090
	Iteration 95F: 3 clusters Score -1.251633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106243 members 
Entering Unmasked Estep 
Score: -13776323.000000 Penalty: 1880.691162
	Iteration 0F: 2 clusters Score -1.377632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -13712828.000000 Penalty: 3761.382324
	Iteration 0F: 3 clusters Score -1.371283e+07 nChanged 51022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -13742715.000000 Penalty: 3761.382324
	Iteration 1F: 3 clusters Score -1.374272e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -13743535.000000 Penalty: 3761.382324
	Iteration 2Q: 3 clusters Score -1.374354e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -13744519.000000 Penalty: 3761.382324
	Iteration 3Q: 3 clusters Score -1.374452e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -13745627.000000 Penalty: 3761.382324
	Iteration 4Q: 3 clusters Score -1.374563e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -13746725.000000 Penalty: 3761.382324
	Iteration 5Q: 3 clusters Score -1.374672e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -13748311.000000 Penalty: 3761.382324
	Iteration 6Q: 3 clusters Score -1.374831e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -13750018.000000 Penalty: 3761.382324
	Iteration 7Q: 3 clusters Score -1.375002e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -13752107.000000 Penalty: 3761.382324
	Iteration 8Q: 3 clusters Score -1.375211e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -13754031.000000 Penalty: 3761.382324
	Iteration 9Q: 3 clusters Score -1.375403e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -13755914.000000 Penalty: 3761.382324
	Iteration 10Q: 3 clusters Score -1.375591e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -13757697.000000 Penalty: 3761.382324
	Iteration 11Q: 3 clusters Score -1.37577e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 68228 members 
Entering Unmasked Estep 
Score: -13759310.000000 Penalty: 3761.382324
	Iteration 12Q: 3 clusters Score -1.375931e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -13760764.000000 Penalty: 3761.382324
	Iteration 13Q: 3 clusters Score -1.376076e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -13761915.000000 Penalty: 3761.382324
	Iteration 14Q: 3 clusters Score -1.376192e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -13762644.000000 Penalty: 3761.382324
	Iteration 15Q: 3 clusters Score -1.376264e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -13763014.000000 Penalty: 3761.382324
	Iteration 16Q: 3 clusters Score -1.376301e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -13763174.000000 Penalty: 3761.382324
	Iteration 17Q: 3 clusters Score -1.376317e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -13763231.000000 Penalty: 3761.382324
	Iteration 18Q: 3 clusters Score -1.376323e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -13763197.000000 Penalty: 3761.382324
	Iteration 19Q: 3 clusters Score -1.37632e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -13763136.000000 Penalty: 3761.382324
	Iteration 20F: 3 clusters Score -1.376314e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -13763146.000000 Penalty: 3761.382324
	Iteration 21Q: 3 clusters Score -1.376315e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -13763060.000000 Penalty: 3761.382324
	Iteration 22Q: 3 clusters Score -1.376306e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -13763036.000000 Penalty: 3761.382324
	Iteration 23Q: 3 clusters Score -1.376304e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -13763089.000000 Penalty: 3761.382324
	Iteration 24Q: 3 clusters Score -1.376309e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -13763030.000000 Penalty: 3761.382324
	Iteration 25Q: 3 clusters Score -1.376303e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -13763005.000000 Penalty: 3761.382324
	Iteration 26Q: 3 clusters Score -1.3763e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -13762962.000000 Penalty: 3761.382324
	Iteration 27Q: 3 clusters Score -1.376296e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -13762883.000000 Penalty: 3761.382324
	Iteration 28Q: 3 clusters Score -1.376288e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -13762888.000000 Penalty: 3761.382324
	Iteration 29Q: 3 clusters Score -1.376289e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -13762880.000000 Penalty: 3761.382324
	Iteration 30Q: 3 clusters Score -1.376288e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -13762874.000000 Penalty: 3761.382324
	Iteration 31Q: 3 clusters Score -1.376287e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -13762873.000000 Penalty: 3761.382324
	Iteration 32Q: 3 clusters Score -1.376287e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -13762838.000000 Penalty: 3761.382324
	Iteration 33Q: 3 clusters Score -1.376284e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -13762855.000000 Penalty: 3761.382324
	Iteration 34Q: 3 clusters Score -1.376286e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -13762841.000000 Penalty: 3761.382324
	Iteration 35Q: 3 clusters Score -1.376284e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -13762807.000000 Penalty: 3761.382324
	Iteration 36Q: 3 clusters Score -1.376281e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -13762803.000000 Penalty: 3761.382324
	Iteration 37Q: 3 clusters Score -1.37628e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -13762879.000000 Penalty: 3761.382324
	Iteration 38Q: 3 clusters Score -1.376288e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -13762907.000000 Penalty: 3761.382324
	Iteration 39Q: 3 clusters Score -1.376291e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -13762958.000000 Penalty: 3761.382324
	Iteration 40F: 3 clusters Score -1.376296e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -13762997.000000 Penalty: 3761.382324
	Iteration 41Q: 3 clusters Score -1.3763e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -13763007.000000 Penalty: 3761.382324
	Iteration 42Q: 3 clusters Score -1.376301e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -13763018.000000 Penalty: 3761.382324
	Iteration 43Q: 3 clusters Score -1.376302e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -13763048.000000 Penalty: 3761.382324
	Iteration 44Q: 3 clusters Score -1.376305e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -13763115.000000 Penalty: 3761.382324
	Iteration 45Q: 3 clusters Score -1.376312e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -13763138.000000 Penalty: 3761.382324
	Iteration 46Q: 3 clusters Score -1.376314e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -13763141.000000 Penalty: 3761.382324
	Iteration 47Q: 3 clusters Score -1.376314e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -13763188.000000 Penalty: 3761.382324
	Iteration 48Q: 3 clusters Score -1.376319e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -13763271.000000 Penalty: 3761.382324
	Iteration 49Q: 3 clusters Score -1.376327e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -13763321.000000 Penalty: 3761.382324
	Iteration 50Q: 3 clusters Score -1.376332e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -13763369.000000 Penalty: 3761.382324
	Iteration 51Q: 3 clusters Score -1.376337e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -13763410.000000 Penalty: 3761.382324
	Iteration 52Q: 3 clusters Score -1.376341e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -13763387.000000 Penalty: 3761.382324
	Iteration 53Q: 3 clusters Score -1.376339e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -13763419.000000 Penalty: 3761.382324
	Iteration 54Q: 3 clusters Score -1.376342e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -13763399.000000 Penalty: 3761.382324
	Iteration 55Q: 3 clusters Score -1.37634e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -13763412.000000 Penalty: 3761.382324
	Iteration 56Q: 3 clusters Score -1.376341e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -13763475.000000 Penalty: 3761.382324
	Iteration 57Q: 3 clusters Score -1.376348e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -13763506.000000 Penalty: 3761.382324
	Iteration 58Q: 3 clusters Score -1.376351e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -13763612.000000 Penalty: 3761.382324
	Iteration 59Q: 3 clusters Score -1.376361e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -13763713.000000 Penalty: 3761.382324
	Iteration 60F: 3 clusters Score -1.376371e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -13763660.000000 Penalty: 3761.382324
	Iteration 61Q: 3 clusters Score -1.376366e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -13763743.000000 Penalty: 3761.382324
	Iteration 62Q: 3 clusters Score -1.376374e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -13763817.000000 Penalty: 3761.382324
	Iteration 63Q: 3 clusters Score -1.376382e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -13763861.000000 Penalty: 3761.382324
	Iteration 64Q: 3 clusters Score -1.376386e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -13763854.000000 Penalty: 3761.382324
	Iteration 65Q: 3 clusters Score -1.376385e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -13764031.000000 Penalty: 3761.382324
	Iteration 66Q: 3 clusters Score -1.376403e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -13764252.000000 Penalty: 3761.382324
	Iteration 67Q: 3 clusters Score -1.376425e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -13764709.000000 Penalty: 3761.382324
	Iteration 68Q: 3 clusters Score -1.376471e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -13765337.000000 Penalty: 3761.382324
	Iteration 69Q: 3 clusters Score -1.376534e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -13766030.000000 Penalty: 3761.382324
	Iteration 70Q: 3 clusters Score -1.376603e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -13766816.000000 Penalty: 3761.382324
	Iteration 71Q: 3 clusters Score -1.376682e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -13767699.000000 Penalty: 3761.382324
	Iteration 72Q: 3 clusters Score -1.37677e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -13768501.000000 Penalty: 3761.382324
	Iteration 73Q: 3 clusters Score -1.37685e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -13769144.000000 Penalty: 3761.382324
	Iteration 74Q: 3 clusters Score -1.376914e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -13769661.000000 Penalty: 3761.382324
	Iteration 75Q: 3 clusters Score -1.376966e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -13770512.000000 Penalty: 3761.382324
	Iteration 76Q: 3 clusters Score -1.377051e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101741 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -13771381.000000 Penalty: 3761.382324
	Iteration 77Q: 3 clusters Score -1.377138e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -13772121.000000 Penalty: 3761.382324
	Iteration 78Q: 3 clusters Score -1.377212e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13772574.000000 Penalty: 3761.382324
	Iteration 79Q: 3 clusters Score -1.377257e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -13773932.000000 Penalty: 3761.382324
	Iteration 80F: 3 clusters Score -1.377393e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105362 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13774390.000000 Penalty: 3761.382324
	Iteration 81Q: 3 clusters Score -1.377439e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -13774548.000000 Penalty: 3761.382324
	Iteration 82Q: 3 clusters Score -1.377455e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106002 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13774558.000000 Penalty: 3761.382324
	Iteration 83Q: 3 clusters Score -1.377456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106046 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13774594.000000 Penalty: 3761.382324
	Iteration 84Q: 3 clusters Score -1.377459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13774609.000000 Penalty: 3761.382324
	Iteration 85Q: 3 clusters Score -1.377461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13774631.000000 Penalty: 3761.382324
	Iteration 86Q: 3 clusters Score -1.377463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106095 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13774648.000000 Penalty: 3761.382324
	Iteration 87Q: 3 clusters Score -1.377465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13774670.000000 Penalty: 3761.382324
	Iteration 88Q: 3 clusters Score -1.377467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13774671.000000 Penalty: 3761.382324
	Iteration 89Q: 3 clusters Score -1.377467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13774679.000000 Penalty: 3761.382324
	Iteration 90Q: 3 clusters Score -1.377468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13774684.000000 Penalty: 3761.382324
	Iteration 91Q: 3 clusters Score -1.377468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13774692.000000 Penalty: 3761.382324
	Iteration 92Q: 3 clusters Score -1.377469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106109 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13774694.000000 Penalty: 3761.382324
	Iteration 93Q: 3 clusters Score -1.377469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13774695.000000 Penalty: 3761.382324
	Iteration 94Q: 3 clusters Score -1.37747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13774703.000000 Penalty: 3761.382324
	Iteration 95Q: 3 clusters Score -1.37747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13774703.000000 Penalty: 3761.382324
	Iteration 96F: 3 clusters Score -1.37747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -67365.281250 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -67365.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66269.914062 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -66269.91 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66699.859375 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -66699.86 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66934.882812 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -66934.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66998.507812 Penalty: 2098.959961
	Iteration 3F: 3 clusters Score -66998.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67027.398438 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -67027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67032.585938 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -67032.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67037.812500 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -67037.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67048.734375 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -67048.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67052.281250 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -67052.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67055.664062 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -67055.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67056.320312 Penalty: 2098.959961
	Iteration 10Q: 3 clusters Score -67056.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67056.648438 Penalty: 2098.959961
	Iteration 11Q: 3 clusters Score -67056.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67056.648438 Penalty: 2098.959961
	Iteration 12F: 3 clusters Score -67056.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (112591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112591 members 
Entering Unmasked Estep 
Score: -14357237.000000 Penalty: 1890.121582
	Iteration 0F: 2 clusters Score -1.435724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -14286504.000000 Penalty: 3780.243164
	Iteration 0F: 3 clusters Score -1.42865e+07 nChanged 53994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -14318425.000000 Penalty: 3780.243164
	Iteration 1F: 3 clusters Score -1.431842e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -14319471.000000 Penalty: 3780.243164
	Iteration 2Q: 3 clusters Score -1.431947e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -14320838.000000 Penalty: 3780.243164
	Iteration 3Q: 3 clusters Score -1.432084e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -14322428.000000 Penalty: 3780.243164
	Iteration 4Q: 3 clusters Score -1.432243e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -14324304.000000 Penalty: 3780.243164
	Iteration 5Q: 3 clusters Score -1.43243e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -14326479.000000 Penalty: 3780.243164
	Iteration 6Q: 3 clusters Score -1.432648e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -14328585.000000 Penalty: 3780.243164
	Iteration 7Q: 3 clusters Score -1.432858e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -14331147.000000 Penalty: 3780.243164
	Iteration 8Q: 3 clusters Score -1.433115e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -14333624.000000 Penalty: 3780.243164
	Iteration 9Q: 3 clusters Score -1.433362e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -14336446.000000 Penalty: 3780.243164
	Iteration 10Q: 3 clusters Score -1.433645e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -14338857.000000 Penalty: 3780.243164
	Iteration 11Q: 3 clusters Score -1.433886e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -14340599.000000 Penalty: 3780.243164
	Iteration 12Q: 3 clusters Score -1.43406e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -14341817.000000 Penalty: 3780.243164
	Iteration 13Q: 3 clusters Score -1.434182e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -14342688.000000 Penalty: 3780.243164
	Iteration 14Q: 3 clusters Score -1.434269e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -14343406.000000 Penalty: 3780.243164
	Iteration 15Q: 3 clusters Score -1.434341e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -14344104.000000 Penalty: 3780.243164
	Iteration 16Q: 3 clusters Score -1.43441e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -14344794.000000 Penalty: 3780.243164
	Iteration 17Q: 3 clusters Score -1.434479e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -14345558.000000 Penalty: 3780.243164
	Iteration 18Q: 3 clusters Score -1.434556e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -14346435.000000 Penalty: 3780.243164
	Iteration 19Q: 3 clusters Score -1.434644e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -14347336.000000 Penalty: 3780.243164
	Iteration 20F: 3 clusters Score -1.434734e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -14348188.000000 Penalty: 3780.243164
	Iteration 21Q: 3 clusters Score -1.434819e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -14348983.000000 Penalty: 3780.243164
	Iteration 22Q: 3 clusters Score -1.434898e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -14349914.000000 Penalty: 3780.243164
	Iteration 23Q: 3 clusters Score -1.434991e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -14351182.000000 Penalty: 3780.243164
	Iteration 24Q: 3 clusters Score -1.435118e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -14352162.000000 Penalty: 3780.243164
	Iteration 25Q: 3 clusters Score -1.435216e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 102436 members 
Entering Unmasked Estep 
Score: -14353163.000000 Penalty: 3780.243164
	Iteration 26Q: 3 clusters Score -1.435316e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 104181 members 
Entering Unmasked Estep 
Score: -14354188.000000 Penalty: 3780.243164
	Iteration 27Q: 3 clusters Score -1.435419e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 105715 members 
Entering Unmasked Estep 
Score: -14355024.000000 Penalty: 3780.243164
	Iteration 28Q: 3 clusters Score -1.435502e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 106999 members 
Entering Unmasked Estep 
Score: -14355631.000000 Penalty: 3780.243164
	Iteration 29Q: 3 clusters Score -1.435563e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -14356073.000000 Penalty: 3780.243164
	Iteration 30Q: 3 clusters Score -1.435607e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 108922 members 
Entering Unmasked Estep 
Score: -14356350.000000 Penalty: 3780.243164
	Iteration 31Q: 3 clusters Score -1.435635e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -14356590.000000 Penalty: 3780.243164
	Iteration 32Q: 3 clusters Score -1.435659e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 110073 members 
Entering Unmasked Estep 
Score: -14356737.000000 Penalty: 3780.243164
	Iteration 33Q: 3 clusters Score -1.435674e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 110434 members 
Entering Unmasked Estep 
Score: -14356712.000000 Penalty: 3780.243164
	Iteration 34Q: 3 clusters Score -1.435671e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -14356655.000000 Penalty: 3780.243164
	Iteration 35Q: 3 clusters Score -1.435666e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -14356606.000000 Penalty: 3780.243164
	Iteration 36Q: 3 clusters Score -1.435661e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 110943 members 
Entering Unmasked Estep 
Score: -14356564.000000 Penalty: 3780.243164
	Iteration 37Q: 3 clusters Score -1.435656e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -14356535.000000 Penalty: 3780.243164
	Iteration 38Q: 3 clusters Score -1.435654e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -14356545.000000 Penalty: 3780.243164
	Iteration 39Q: 3 clusters Score -1.435654e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -14356539.000000 Penalty: 3780.243164
	Iteration 40F: 3 clusters Score -1.435654e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -14356529.000000 Penalty: 3780.243164
	Iteration 41Q: 3 clusters Score -1.435653e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -14356516.000000 Penalty: 3780.243164
	Iteration 42Q: 3 clusters Score -1.435652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 111260 members 
Entering Unmasked Estep 
Score: -14356516.000000 Penalty: 3780.243164
	Iteration 43Q: 3 clusters Score -1.435652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 111282 members 
Entering Unmasked Estep 
Score: -14356487.000000 Penalty: 3780.243164
	Iteration 44Q: 3 clusters Score -1.435649e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 111302 members 
Entering Unmasked Estep 
Score: -14356495.000000 Penalty: 3780.243164
	Iteration 45Q: 3 clusters Score -1.43565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
Score: -14356497.000000 Penalty: 3780.243164
	Iteration 46Q: 3 clusters Score -1.43565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 111355 members 
Entering Unmasked Estep 
Score: -14356500.000000 Penalty: 3780.243164
	Iteration 47Q: 3 clusters Score -1.43565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 111378 members 
Entering Unmasked Estep 
Score: -14356508.000000 Penalty: 3780.243164
	Iteration 48Q: 3 clusters Score -1.435651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -14356490.000000 Penalty: 3780.243164
	Iteration 49Q: 3 clusters Score -1.435649e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 111425 members 
Entering Unmasked Estep 
Score: -14356466.000000 Penalty: 3780.243164
	Iteration 50Q: 3 clusters Score -1.435647e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 111452 members 
Entering Unmasked Estep 
Score: -14356462.000000 Penalty: 3780.243164
	Iteration 51Q: 3 clusters Score -1.435646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 111472 members 
Entering Unmasked Estep 
Score: -14356466.000000 Penalty: 3780.243164
	Iteration 52Q: 3 clusters Score -1.435647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 111487 members 
Entering Unmasked Estep 
Score: -14356478.000000 Penalty: 3780.243164
	Iteration 53Q: 3 clusters Score -1.435648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 111505 members 
Entering Unmasked Estep 
Score: -14356457.000000 Penalty: 3780.243164
	Iteration 54Q: 3 clusters Score -1.435646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 111518 members 
Entering Unmasked Estep 
Score: -14356457.000000 Penalty: 3780.243164
	Iteration 55Q: 3 clusters Score -1.435646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 111529 members 
Entering Unmasked Estep 
Score: -14356451.000000 Penalty: 3780.243164
	Iteration 56Q: 3 clusters Score -1.435645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 111533 members 
Entering Unmasked Estep 
Score: -14356442.000000 Penalty: 3780.243164
	Iteration 57Q: 3 clusters Score -1.435644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 111536 members 
Entering Unmasked Estep 
Score: -14356443.000000 Penalty: 3780.243164
	Iteration 58Q: 3 clusters Score -1.435644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 111539 members 
Entering Unmasked Estep 
Score: -14356435.000000 Penalty: 3780.243164
	Iteration 59Q: 3 clusters Score -1.435644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 111540 members 
Entering Unmasked Estep 
Score: -14356435.000000 Penalty: 3780.243164
	Iteration 60F: 3 clusters Score -1.435644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
Score: -14356438.000000 Penalty: 3780.243164
	Iteration 61Q: 3 clusters Score -1.435644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -14356450.000000 Penalty: 3780.243164
	Iteration 62Q: 3 clusters Score -1.435645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 111544 members 
Entering Unmasked Estep 
Score: -14356444.000000 Penalty: 3780.243164
	Iteration 63Q: 3 clusters Score -1.435644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 111546 members 
Entering Unmasked Estep 
Score: -14356435.000000 Penalty: 3780.243164
	Iteration 64Q: 3 clusters Score -1.435644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -14356436.000000 Penalty: 3780.243164
	Iteration 65Q: 3 clusters Score -1.435644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 111550 members 
Entering Unmasked Estep 
Score: -14356438.000000 Penalty: 3780.243164
	Iteration 66Q: 3 clusters Score -1.435644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 111553 members 
Entering Unmasked Estep 
Score: -14356439.000000 Penalty: 3780.243164
	Iteration 67Q: 3 clusters Score -1.435644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 111553 members 
Entering Unmasked Estep 
Score: -14356439.000000 Penalty: 3780.243164
	Iteration 68F: 3 clusters Score -1.435644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -367378.843750 Penalty: 1295.749756
	Iteration 0F: 2 clusters Score -367378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -364725.656250 Penalty: 2591.499512
	Iteration 0F: 3 clusters Score -364725.7 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -365352.437500 Penalty: 2591.499512
	Iteration 1F: 3 clusters Score -365352.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -365561.343750 Penalty: 2591.499512
	Iteration 2F: 3 clusters Score -365561.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -365745.062500 Penalty: 2591.499512
	Iteration 3F: 3 clusters Score -365745.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -365926.593750 Penalty: 2591.499512
	Iteration 4F: 3 clusters Score -365926.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -366039.750000 Penalty: 2591.499512
	Iteration 5F: 3 clusters Score -366039.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -366116.750000 Penalty: 2591.499512
	Iteration 6Q: 3 clusters Score -366116.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -366173.812500 Penalty: 2591.499512
	Iteration 7Q: 3 clusters Score -366173.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -366225.375000 Penalty: 2591.499512
	Iteration 8Q: 3 clusters Score -366225.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -366274.250000 Penalty: 2591.499512
	Iteration 9Q: 3 clusters Score -366274.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -366301.000000 Penalty: 2591.499512
	Iteration 10Q: 3 clusters Score -366301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -366319.875000 Penalty: 2591.499512
	Iteration 11Q: 3 clusters Score -366319.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -366331.656250 Penalty: 2591.499512
	Iteration 12Q: 3 clusters Score -366331.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -366342.187500 Penalty: 2591.499512
	Iteration 13Q: 3 clusters Score -366342.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -366350.093750 Penalty: 2591.499512
	Iteration 14Q: 3 clusters Score -366350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -366359.812500 Penalty: 2591.499512
	Iteration 15Q: 3 clusters Score -366359.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -366365.875000 Penalty: 2591.499512
	Iteration 16Q: 3 clusters Score -366365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -366368.218750 Penalty: 2591.499512
	Iteration 17Q: 3 clusters Score -366368.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -366373.562500 Penalty: 2591.499512
	Iteration 18Q: 3 clusters Score -366373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -366376.937500 Penalty: 2591.499512
	Iteration 19Q: 3 clusters Score -366376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -366377.875000 Penalty: 2591.499512
	Iteration 20F: 3 clusters Score -366377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -366377.906250 Penalty: 2591.499512
	Iteration 21Q: 3 clusters Score -366377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -366378.281250 Penalty: 2591.499512
	Iteration 22Q: 3 clusters Score -366378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -366379.718750 Penalty: 2591.499512
	Iteration 23Q: 3 clusters Score -366379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -366381.406250 Penalty: 2591.499512
	Iteration 24Q: 3 clusters Score -366381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -366383.750000 Penalty: 2591.499512
	Iteration 25Q: 3 clusters Score -366383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -366385.750000 Penalty: 2591.499512
	Iteration 26Q: 3 clusters Score -366385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -366387.000000 Penalty: 2591.499512
	Iteration 27Q: 3 clusters Score -366387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -366389.687500 Penalty: 2591.499512
	Iteration 28Q: 3 clusters Score -366389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -366390.718750 Penalty: 2591.499512
	Iteration 29Q: 3 clusters Score -366390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -366392.812500 Penalty: 2591.499512
	Iteration 30Q: 3 clusters Score -366392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -366393.875000 Penalty: 2591.499512
	Iteration 31Q: 3 clusters Score -366393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -366394.750000 Penalty: 2591.499512
	Iteration 32Q: 3 clusters Score -366394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -366395.906250 Penalty: 2591.499512
	Iteration 33Q: 3 clusters Score -366395.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -366397.343750 Penalty: 2591.499512
	Iteration 34Q: 3 clusters Score -366397.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -366398.968750 Penalty: 2591.499512
	Iteration 35Q: 3 clusters Score -366399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -366399.312500 Penalty: 2591.499512
	Iteration 36Q: 3 clusters Score -366399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -366400.187500 Penalty: 2591.499512
	Iteration 37Q: 3 clusters Score -366400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -366401.906250 Penalty: 2591.499512
	Iteration 38Q: 3 clusters Score -366401.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -366401.906250 Penalty: 2591.499512
	Iteration 39F: 3 clusters Score -366401.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Entering Unmasked Estep 
Score: -10271058.000000 Penalty: 1834.952759
	Iteration 0F: 2 clusters Score -1.027106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -10217840.000000 Penalty: 3669.905518
	Iteration 0F: 3 clusters Score -1.021784e+07 nChanged 38271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -10240350.000000 Penalty: 3669.905518
	Iteration 1F: 3 clusters Score -1.024035e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -10241338.000000 Penalty: 3669.905518
	Iteration 2Q: 3 clusters Score -1.024134e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -10242836.000000 Penalty: 3669.905518
	Iteration 3Q: 3 clusters Score -1.024284e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -10245274.000000 Penalty: 3669.905518
	Iteration 4Q: 3 clusters Score -1.024527e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -10249009.000000 Penalty: 3669.905518
	Iteration 5F: 3 clusters Score -1.024901e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -10253566.000000 Penalty: 3669.905518
	Iteration 6F: 3 clusters Score -1.025357e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -10257571.000000 Penalty: 3669.905518
	Iteration 7F: 3 clusters Score -1.025757e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -10260333.000000 Penalty: 3669.905518
	Iteration 8F: 3 clusters Score -1.026033e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -10262003.000000 Penalty: 3669.905518
	Iteration 9Q: 3 clusters Score -1.0262e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -10262962.000000 Penalty: 3669.905518
	Iteration 10Q: 3 clusters Score -1.026296e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -10263521.000000 Penalty: 3669.905518
	Iteration 11Q: 3 clusters Score -1.026352e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -10263930.000000 Penalty: 3669.905518
	Iteration 12Q: 3 clusters Score -1.026393e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -10264237.000000 Penalty: 3669.905518
	Iteration 13Q: 3 clusters Score -1.026424e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -10264546.000000 Penalty: 3669.905518
	Iteration 14Q: 3 clusters Score -1.026455e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -10264799.000000 Penalty: 3669.905518
	Iteration 15Q: 3 clusters Score -1.02648e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -10265013.000000 Penalty: 3669.905518
	Iteration 16Q: 3 clusters Score -1.026501e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -10265223.000000 Penalty: 3669.905518
	Iteration 17Q: 3 clusters Score -1.026522e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -10265395.000000 Penalty: 3669.905518
	Iteration 18Q: 3 clusters Score -1.02654e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -10265571.000000 Penalty: 3669.905518
	Iteration 19Q: 3 clusters Score -1.026557e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -10265750.000000 Penalty: 3669.905518
	Iteration 20F: 3 clusters Score -1.026575e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -10265848.000000 Penalty: 3669.905518
	Iteration 21Q: 3 clusters Score -1.026585e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -10265942.000000 Penalty: 3669.905518
	Iteration 22Q: 3 clusters Score -1.026594e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -10266052.000000 Penalty: 3669.905518
	Iteration 23Q: 3 clusters Score -1.026605e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -10266130.000000 Penalty: 3669.905518
	Iteration 24Q: 3 clusters Score -1.026613e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -10266281.000000 Penalty: 3669.905518
	Iteration 25Q: 3 clusters Score -1.026628e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -10266357.000000 Penalty: 3669.905518
	Iteration 26Q: 3 clusters Score -1.026636e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -10266478.000000 Penalty: 3669.905518
	Iteration 27Q: 3 clusters Score -1.026648e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -10266555.000000 Penalty: 3669.905518
	Iteration 28Q: 3 clusters Score -1.026656e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -10266622.000000 Penalty: 3669.905518
	Iteration 29Q: 3 clusters Score -1.026662e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -10266732.000000 Penalty: 3669.905518
	Iteration 30Q: 3 clusters Score -1.026673e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -10266851.000000 Penalty: 3669.905518
	Iteration 31Q: 3 clusters Score -1.026685e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -10266907.000000 Penalty: 3669.905518
	Iteration 32Q: 3 clusters Score -1.026691e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -10266976.000000 Penalty: 3669.905518
	Iteration 33Q: 3 clusters Score -1.026698e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -10267033.000000 Penalty: 3669.905518
	Iteration 34Q: 3 clusters Score -1.026703e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -10267180.000000 Penalty: 3669.905518
	Iteration 35Q: 3 clusters Score -1.026718e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -10267228.000000 Penalty: 3669.905518
	Iteration 36Q: 3 clusters Score -1.026723e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -10267270.000000 Penalty: 3669.905518
	Iteration 37Q: 3 clusters Score -1.026727e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -10267340.000000 Penalty: 3669.905518
	Iteration 38Q: 3 clusters Score -1.026734e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -10267381.000000 Penalty: 3669.905518
	Iteration 39Q: 3 clusters Score -1.026738e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -10267429.000000 Penalty: 3669.905518
	Iteration 40F: 3 clusters Score -1.026743e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -10267422.000000 Penalty: 3669.905518
	Iteration 41Q: 3 clusters Score -1.026742e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -10267463.000000 Penalty: 3669.905518
	Iteration 42Q: 3 clusters Score -1.026746e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -10267513.000000 Penalty: 3669.905518
	Iteration 43Q: 3 clusters Score -1.026751e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -10267538.000000 Penalty: 3669.905518
	Iteration 44Q: 3 clusters Score -1.026754e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -10267563.000000 Penalty: 3669.905518
	Iteration 45Q: 3 clusters Score -1.026756e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -10267576.000000 Penalty: 3669.905518
	Iteration 46Q: 3 clusters Score -1.026758e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -10267589.000000 Penalty: 3669.905518
	Iteration 47Q: 3 clusters Score -1.026759e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -10267596.000000 Penalty: 3669.905518
	Iteration 48Q: 3 clusters Score -1.02676e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -10267592.000000 Penalty: 3669.905518
	Iteration 49Q: 3 clusters Score -1.026759e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -10267610.000000 Penalty: 3669.905518
	Iteration 50Q: 3 clusters Score -1.026761e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -10267604.000000 Penalty: 3669.905518
	Iteration 51Q: 3 clusters Score -1.02676e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -10267644.000000 Penalty: 3669.905518
	Iteration 52Q: 3 clusters Score -1.026764e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -10267645.000000 Penalty: 3669.905518
	Iteration 53Q: 3 clusters Score -1.026764e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -10267681.000000 Penalty: 3669.905518
	Iteration 54Q: 3 clusters Score -1.026768e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -10267699.000000 Penalty: 3669.905518
	Iteration 55Q: 3 clusters Score -1.02677e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -10267725.000000 Penalty: 3669.905518
	Iteration 56Q: 3 clusters Score -1.026772e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -10267718.000000 Penalty: 3669.905518
	Iteration 57Q: 3 clusters Score -1.026772e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 68419 members 
Entering Unmasked Estep 
Score: -10267728.000000 Penalty: 3669.905518
	Iteration 58Q: 3 clusters Score -1.026773e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -10267751.000000 Penalty: 3669.905518
	Iteration 59Q: 3 clusters Score -1.026775e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -10267795.000000 Penalty: 3669.905518
	Iteration 60F: 3 clusters Score -1.02678e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -10267811.000000 Penalty: 3669.905518
	Iteration 61Q: 3 clusters Score -1.026781e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -10267833.000000 Penalty: 3669.905518
	Iteration 62Q: 3 clusters Score -1.026783e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -10267840.000000 Penalty: 3669.905518
	Iteration 63Q: 3 clusters Score -1.026784e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -10267836.000000 Penalty: 3669.905518
	Iteration 64Q: 3 clusters Score -1.026784e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -10267860.000000 Penalty: 3669.905518
	Iteration 65Q: 3 clusters Score -1.026786e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -10267885.000000 Penalty: 3669.905518
	Iteration 66Q: 3 clusters Score -1.026788e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -10267910.000000 Penalty: 3669.905518
	Iteration 67Q: 3 clusters Score -1.026791e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -10267946.000000 Penalty: 3669.905518
	Iteration 68Q: 3 clusters Score -1.026795e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -10267968.000000 Penalty: 3669.905518
	Iteration 69Q: 3 clusters Score -1.026797e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -10267965.000000 Penalty: 3669.905518
	Iteration 70Q: 3 clusters Score -1.026796e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -10267990.000000 Penalty: 3669.905518
	Iteration 71Q: 3 clusters Score -1.026799e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -10268019.000000 Penalty: 3669.905518
	Iteration 72Q: 3 clusters Score -1.026802e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -10268021.000000 Penalty: 3669.905518
	Iteration 73Q: 3 clusters Score -1.026802e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -10268021.000000 Penalty: 3669.905518
	Iteration 74Q: 3 clusters Score -1.026802e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -10268034.000000 Penalty: 3669.905518
	Iteration 75Q: 3 clusters Score -1.026803e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -10268062.000000 Penalty: 3669.905518
	Iteration 76Q: 3 clusters Score -1.026806e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -10268043.000000 Penalty: 3669.905518
	Iteration 77Q: 3 clusters Score -1.026804e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -10268046.000000 Penalty: 3669.905518
	Iteration 78Q: 3 clusters Score -1.026805e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -10268056.000000 Penalty: 3669.905518
	Iteration 79Q: 3 clusters Score -1.026806e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -10268080.000000 Penalty: 3669.905518
	Iteration 80F: 3 clusters Score -1.026808e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -10268092.000000 Penalty: 3669.905518
	Iteration 81Q: 3 clusters Score -1.026809e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -10268105.000000 Penalty: 3669.905518
	Iteration 82Q: 3 clusters Score -1.02681e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -10268106.000000 Penalty: 3669.905518
	Iteration 83Q: 3 clusters Score -1.026811e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -10268131.000000 Penalty: 3669.905518
	Iteration 84Q: 3 clusters Score -1.026813e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -10268139.000000 Penalty: 3669.905518
	Iteration 85Q: 3 clusters Score -1.026814e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -10268137.000000 Penalty: 3669.905518
	Iteration 86Q: 3 clusters Score -1.026814e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -10268155.000000 Penalty: 3669.905518
	Iteration 87Q: 3 clusters Score -1.026816e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -10268162.000000 Penalty: 3669.905518
	Iteration 88Q: 3 clusters Score -1.026816e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -10268200.000000 Penalty: 3669.905518
	Iteration 89Q: 3 clusters Score -1.02682e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
Score: -10268215.000000 Penalty: 3669.905518
	Iteration 90Q: 3 clusters Score -1.026822e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -10268222.000000 Penalty: 3669.905518
	Iteration 91Q: 3 clusters Score -1.026822e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -10268234.000000 Penalty: 3669.905518
	Iteration 92Q: 3 clusters Score -1.026823e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -10268245.000000 Penalty: 3669.905518
	Iteration 93Q: 3 clusters Score -1.026824e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -10268250.000000 Penalty: 3669.905518
	Iteration 94Q: 3 clusters Score -1.026825e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -10268258.000000 Penalty: 3669.905518
	Iteration 95Q: 3 clusters Score -1.026826e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -10268301.000000 Penalty: 3669.905518
	Iteration 96Q: 3 clusters Score -1.02683e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -10268304.000000 Penalty: 3669.905518
	Iteration 97Q: 3 clusters Score -1.02683e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -10268331.000000 Penalty: 3669.905518
	Iteration 98Q: 3 clusters Score -1.026833e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -10268337.000000 Penalty: 3669.905518
	Iteration 99Q: 3 clusters Score -1.026834e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -10268383.000000 Penalty: 3669.905518
	Iteration 100F: 3 clusters Score -1.026838e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -10268393.000000 Penalty: 3669.905518
	Iteration 101Q: 3 clusters Score -1.026839e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -10268407.000000 Penalty: 3669.905518
	Iteration 102Q: 3 clusters Score -1.026841e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -10268455.000000 Penalty: 3669.905518
	Iteration 103Q: 3 clusters Score -1.026846e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -10268473.000000 Penalty: 3669.905518
	Iteration 104Q: 3 clusters Score -1.026847e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -10268474.000000 Penalty: 3669.905518
	Iteration 105Q: 3 clusters Score -1.026847e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -10268496.000000 Penalty: 3669.905518
	Iteration 106Q: 3 clusters Score -1.02685e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -10268494.000000 Penalty: 3669.905518
	Iteration 107Q: 3 clusters Score -1.026849e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -10268510.000000 Penalty: 3669.905518
	Iteration 108Q: 3 clusters Score -1.026851e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -10268521.000000 Penalty: 3669.905518
	Iteration 109Q: 3 clusters Score -1.026852e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -10268536.000000 Penalty: 3669.905518
	Iteration 110Q: 3 clusters Score -1.026854e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -10268569.000000 Penalty: 3669.905518
	Iteration 111Q: 3 clusters Score -1.026857e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -10268573.000000 Penalty: 3669.905518
	Iteration 112Q: 3 clusters Score -1.026857e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -10268610.000000 Penalty: 3669.905518
	Iteration 113Q: 3 clusters Score -1.026861e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -10268644.000000 Penalty: 3669.905518
	Iteration 114Q: 3 clusters Score -1.026864e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -10268653.000000 Penalty: 3669.905518
	Iteration 115Q: 3 clusters Score -1.026865e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -10268654.000000 Penalty: 3669.905518
	Iteration 116Q: 3 clusters Score -1.026865e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -10268712.000000 Penalty: 3669.905518
	Iteration 117Q: 3 clusters Score -1.026871e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -10268745.000000 Penalty: 3669.905518
	Iteration 118Q: 3 clusters Score -1.026874e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -10268778.000000 Penalty: 3669.905518
	Iteration 119Q: 3 clusters Score -1.026878e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -10268791.000000 Penalty: 3669.905518
	Iteration 120F: 3 clusters Score -1.026879e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -10268836.000000 Penalty: 3669.905518
	Iteration 121Q: 3 clusters Score -1.026884e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -10268858.000000 Penalty: 3669.905518
	Iteration 122Q: 3 clusters Score -1.026886e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -10268902.000000 Penalty: 3669.905518
	Iteration 123Q: 3 clusters Score -1.02689e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -10268913.000000 Penalty: 3669.905518
	Iteration 124Q: 3 clusters Score -1.026891e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -10268918.000000 Penalty: 3669.905518
	Iteration 125Q: 3 clusters Score -1.026892e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -10268958.000000 Penalty: 3669.905518
	Iteration 126Q: 3 clusters Score -1.026896e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -10268979.000000 Penalty: 3669.905518
	Iteration 127Q: 3 clusters Score -1.026898e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -10269015.000000 Penalty: 3669.905518
	Iteration 128Q: 3 clusters Score -1.026902e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -10269026.000000 Penalty: 3669.905518
	Iteration 129Q: 3 clusters Score -1.026903e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -10269071.000000 Penalty: 3669.905518
	Iteration 130Q: 3 clusters Score -1.026907e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -10269100.000000 Penalty: 3669.905518
	Iteration 131Q: 3 clusters Score -1.02691e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -10269116.000000 Penalty: 3669.905518
	Iteration 132Q: 3 clusters Score -1.026912e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -10269126.000000 Penalty: 3669.905518
	Iteration 133Q: 3 clusters Score -1.026913e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -10269156.000000 Penalty: 3669.905518
	Iteration 134Q: 3 clusters Score -1.026916e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -10269183.000000 Penalty: 3669.905518
	Iteration 135Q: 3 clusters Score -1.026918e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -10269216.000000 Penalty: 3669.905518
	Iteration 136Q: 3 clusters Score -1.026922e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -10269221.000000 Penalty: 3669.905518
	Iteration 137Q: 3 clusters Score -1.026922e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -10269233.000000 Penalty: 3669.905518
	Iteration 138Q: 3 clusters Score -1.026923e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -10269252.000000 Penalty: 3669.905518
	Iteration 139Q: 3 clusters Score -1.026925e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -10269265.000000 Penalty: 3669.905518
	Iteration 140F: 3 clusters Score -1.026926e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -10269265.000000 Penalty: 3669.905518
	Iteration 141Q: 3 clusters Score -1.026926e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -10269268.000000 Penalty: 3669.905518
	Iteration 142Q: 3 clusters Score -1.026927e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -10269279.000000 Penalty: 3669.905518
	Iteration 143Q: 3 clusters Score -1.026928e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -10269281.000000 Penalty: 3669.905518
	Iteration 144Q: 3 clusters Score -1.026928e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -10269285.000000 Penalty: 3669.905518
	Iteration 145Q: 3 clusters Score -1.026928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -10269291.000000 Penalty: 3669.905518
	Iteration 146Q: 3 clusters Score -1.026929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -10269308.000000 Penalty: 3669.905518
	Iteration 147Q: 3 clusters Score -1.026931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -10269307.000000 Penalty: 3669.905518
	Iteration 148Q: 3 clusters Score -1.026931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -10269312.000000 Penalty: 3669.905518
	Iteration 149Q: 3 clusters Score -1.026931e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -10269315.000000 Penalty: 3669.905518
	Iteration 150Q: 3 clusters Score -1.026932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -10269319.000000 Penalty: 3669.905518
	Iteration 151Q: 3 clusters Score -1.026932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -10269315.000000 Penalty: 3669.905518
	Iteration 152Q: 3 clusters Score -1.026932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -10269315.000000 Penalty: 3669.905518
	Iteration 153Q: 3 clusters Score -1.026932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -10269329.000000 Penalty: 3669.905518
	Iteration 154Q: 3 clusters Score -1.026933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -10269342.000000 Penalty: 3669.905518
	Iteration 155Q: 3 clusters Score -1.026934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -10269332.000000 Penalty: 3669.905518
	Iteration 156Q: 3 clusters Score -1.026933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -10269339.000000 Penalty: 3669.905518
	Iteration 157Q: 3 clusters Score -1.026934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -10269349.000000 Penalty: 3669.905518
	Iteration 158Q: 3 clusters Score -1.026935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -10269363.000000 Penalty: 3669.905518
	Iteration 159Q: 3 clusters Score -1.026936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -10269361.000000 Penalty: 3669.905518
	Iteration 160F: 3 clusters Score -1.026936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -10269360.000000 Penalty: 3669.905518
	Iteration 161Q: 3 clusters Score -1.026936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -10269363.000000 Penalty: 3669.905518
	Iteration 162Q: 3 clusters Score -1.026936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -10269377.000000 Penalty: 3669.905518
	Iteration 163Q: 3 clusters Score -1.026938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -10269372.000000 Penalty: 3669.905518
	Iteration 164Q: 3 clusters Score -1.026937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -10269367.000000 Penalty: 3669.905518
	Iteration 165Q: 3 clusters Score -1.026937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -10269381.000000 Penalty: 3669.905518
	Iteration 166Q: 3 clusters Score -1.026938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -10269378.000000 Penalty: 3669.905518
	Iteration 167Q: 3 clusters Score -1.026938e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -10269379.000000 Penalty: 3669.905518
	Iteration 168Q: 3 clusters Score -1.026938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -10269392.000000 Penalty: 3669.905518
	Iteration 169Q: 3 clusters Score -1.026939e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -10269396.000000 Penalty: 3669.905518
	Iteration 170Q: 3 clusters Score -1.02694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -10269409.000000 Penalty: 3669.905518
	Iteration 171Q: 3 clusters Score -1.026941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -10269410.000000 Penalty: 3669.905518
	Iteration 172Q: 3 clusters Score -1.026941e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -10269423.000000 Penalty: 3669.905518
	Iteration 173Q: 3 clusters Score -1.026942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -10269427.000000 Penalty: 3669.905518
	Iteration 174Q: 3 clusters Score -1.026943e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -10269433.000000 Penalty: 3669.905518
	Iteration 175Q: 3 clusters Score -1.026943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -10269429.000000 Penalty: 3669.905518
	Iteration 176Q: 3 clusters Score -1.026943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -10269435.000000 Penalty: 3669.905518
	Iteration 177Q: 3 clusters Score -1.026944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -10269431.000000 Penalty: 3669.905518
	Iteration 178Q: 3 clusters Score -1.026943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -10269431.000000 Penalty: 3669.905518
	Iteration 179Q: 3 clusters Score -1.026943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -10269447.000000 Penalty: 3669.905518
	Iteration 180F: 3 clusters Score -1.026945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -10269432.000000 Penalty: 3669.905518
	Iteration 181Q: 3 clusters Score -1.026943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -10269458.000000 Penalty: 3669.905518
	Iteration 182Q: 3 clusters Score -1.026946e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -10269474.000000 Penalty: 3669.905518
	Iteration 183Q: 3 clusters Score -1.026947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -10269494.000000 Penalty: 3669.905518
	Iteration 184Q: 3 clusters Score -1.026949e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -10269503.000000 Penalty: 3669.905518
	Iteration 185Q: 3 clusters Score -1.02695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -10269512.000000 Penalty: 3669.905518
	Iteration 186Q: 3 clusters Score -1.026951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -10269526.000000 Penalty: 3669.905518
	Iteration 187Q: 3 clusters Score -1.026953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -10269529.000000 Penalty: 3669.905518
	Iteration 188Q: 3 clusters Score -1.026953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -10269534.000000 Penalty: 3669.905518
	Iteration 189Q: 3 clusters Score -1.026953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -10269546.000000 Penalty: 3669.905518
	Iteration 190Q: 3 clusters Score -1.026955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -10269543.000000 Penalty: 3669.905518
	Iteration 191Q: 3 clusters Score -1.026954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -10269543.000000 Penalty: 3669.905518
	Iteration 192Q: 3 clusters Score -1.026954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -10269558.000000 Penalty: 3669.905518
	Iteration 193Q: 3 clusters Score -1.026956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -10269564.000000 Penalty: 3669.905518
	Iteration 194Q: 3 clusters Score -1.026956e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -10269573.000000 Penalty: 3669.905518
	Iteration 195Q: 3 clusters Score -1.026957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -10269578.000000 Penalty: 3669.905518
	Iteration 196Q: 3 clusters Score -1.026958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -10269593.000000 Penalty: 3669.905518
	Iteration 197Q: 3 clusters Score -1.026959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -10269601.000000 Penalty: 3669.905518
	Iteration 198Q: 3 clusters Score -1.02696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -10269595.000000 Penalty: 3669.905518
	Iteration 199Q: 3 clusters Score -1.02696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -10269604.000000 Penalty: 3669.905518
	Iteration 200F: 3 clusters Score -1.02696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -10269594.000000 Penalty: 3669.905518
	Iteration 201Q: 3 clusters Score -1.026959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -10269598.000000 Penalty: 3669.905518
	Iteration 202Q: 3 clusters Score -1.02696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -10269608.000000 Penalty: 3669.905518
	Iteration 203Q: 3 clusters Score -1.026961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -10269616.000000 Penalty: 3669.905518
	Iteration 204Q: 3 clusters Score -1.026962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -10269615.000000 Penalty: 3669.905518
	Iteration 205Q: 3 clusters Score -1.026962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -10269620.000000 Penalty: 3669.905518
	Iteration 206Q: 3 clusters Score -1.026962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
Score: -10269630.000000 Penalty: 3669.905518
	Iteration 207Q: 3 clusters Score -1.026963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -10269630.000000 Penalty: 3669.905518
	Iteration 208Q: 3 clusters Score -1.026963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -10269643.000000 Penalty: 3669.905518
	Iteration 209Q: 3 clusters Score -1.026964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -10269643.000000 Penalty: 3669.905518
	Iteration 210Q: 3 clusters Score -1.026964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -10269635.000000 Penalty: 3669.905518
	Iteration 211Q: 3 clusters Score -1.026964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -10269638.000000 Penalty: 3669.905518
	Iteration 212Q: 3 clusters Score -1.026964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -10269635.000000 Penalty: 3669.905518
	Iteration 213Q: 3 clusters Score -1.026964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -10269633.000000 Penalty: 3669.905518
	Iteration 214Q: 3 clusters Score -1.026963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -10269636.000000 Penalty: 3669.905518
	Iteration 215Q: 3 clusters Score -1.026964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -10269634.000000 Penalty: 3669.905518
	Iteration 216Q: 3 clusters Score -1.026963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -10269638.000000 Penalty: 3669.905518
	Iteration 217Q: 3 clusters Score -1.026964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -10269639.000000 Penalty: 3669.905518
	Iteration 218Q: 3 clusters Score -1.026964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -10269644.000000 Penalty: 3669.905518
	Iteration 219Q: 3 clusters Score -1.026964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -10269640.000000 Penalty: 3669.905518
	Iteration 220F: 3 clusters Score -1.026964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -10269643.000000 Penalty: 3669.905518
	Iteration 221Q: 3 clusters Score -1.026964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -10269641.000000 Penalty: 3669.905518
	Iteration 222Q: 3 clusters Score -1.026964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -10269634.000000 Penalty: 3669.905518
	Iteration 223Q: 3 clusters Score -1.026963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -10269636.000000 Penalty: 3669.905518
	Iteration 224Q: 3 clusters Score -1.026964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -10269635.000000 Penalty: 3669.905518
	Iteration 225Q: 3 clusters Score -1.026964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -10269637.000000 Penalty: 3669.905518
	Iteration 226Q: 3 clusters Score -1.026964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -10269640.000000 Penalty: 3669.905518
	Iteration 227Q: 3 clusters Score -1.026964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -10269631.000000 Penalty: 3669.905518
	Iteration 228Q: 3 clusters Score -1.026963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -10269632.000000 Penalty: 3669.905518
	Iteration 229Q: 3 clusters Score -1.026963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -10269633.000000 Penalty: 3669.905518
	Iteration 230Q: 3 clusters Score -1.026963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -10269625.000000 Penalty: 3669.905518
	Iteration 231Q: 3 clusters Score -1.026962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -10269628.000000 Penalty: 3669.905518
	Iteration 232Q: 3 clusters Score -1.026963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -10269632.000000 Penalty: 3669.905518
	Iteration 233Q: 3 clusters Score -1.026963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -10269632.000000 Penalty: 3669.905518
	Iteration 234F: 3 clusters Score -1.026963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Entering Unmasked Estep 
Score: -1688033.625000 Penalty: 1539.988037
	Iteration 0F: 2 clusters Score -1688034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1678922.000000 Penalty: 3079.976074
	Iteration 0F: 3 clusters Score -1678922 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1681967.750000 Penalty: 3079.976074
	Iteration 1F: 3 clusters Score -1681968 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1682394.000000 Penalty: 3079.976074
	Iteration 2F: 3 clusters Score -1682394 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1682899.750000 Penalty: 3079.976074
	Iteration 3F: 3 clusters Score -1682900 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1683508.875000 Penalty: 3079.976074
	Iteration 4F: 3 clusters Score -1683509 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1684254.000000 Penalty: 3079.976074
	Iteration 5F: 3 clusters Score -1684254 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1685151.750000 Penalty: 3079.976074
	Iteration 6F: 3 clusters Score -1685152 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1685926.875000 Penalty: 3079.976074
	Iteration 7F: 3 clusters Score -1685927 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1686359.000000 Penalty: 3079.976074
	Iteration 8Q: 3 clusters Score -1686359 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1686537.500000 Penalty: 3079.976074
	Iteration 9Q: 3 clusters Score -1686538 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1686592.125000 Penalty: 3079.976074
	Iteration 10Q: 3 clusters Score -1686592 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1686634.000000 Penalty: 3079.976074
	Iteration 11Q: 3 clusters Score -1686634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1686655.625000 Penalty: 3079.976074
	Iteration 12Q: 3 clusters Score -1686656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1686671.875000 Penalty: 3079.976074
	Iteration 13Q: 3 clusters Score -1686672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1686691.000000 Penalty: 3079.976074
	Iteration 14Q: 3 clusters Score -1686691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1686700.250000 Penalty: 3079.976074
	Iteration 15Q: 3 clusters Score -1686700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1686710.875000 Penalty: 3079.976074
	Iteration 16Q: 3 clusters Score -1686711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1686720.250000 Penalty: 3079.976074
	Iteration 17Q: 3 clusters Score -1686720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1686718.500000 Penalty: 3079.976074
	Iteration 18Q: 3 clusters Score -1686718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1686726.875000 Penalty: 3079.976074
	Iteration 19Q: 3 clusters Score -1686727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1686732.000000 Penalty: 3079.976074
	Iteration 20F: 3 clusters Score -1686732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1686743.625000 Penalty: 3079.976074
	Iteration 21Q: 3 clusters Score -1686744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1686743.125000 Penalty: 3079.976074
	Iteration 22Q: 3 clusters Score -1686743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1686749.250000 Penalty: 3079.976074
	Iteration 23Q: 3 clusters Score -1686749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1686748.250000 Penalty: 3079.976074
	Iteration 24Q: 3 clusters Score -1686748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1686750.500000 Penalty: 3079.976074
	Iteration 25Q: 3 clusters Score -1686750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1686748.000000 Penalty: 3079.976074
	Iteration 26Q: 3 clusters Score -1686748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1686749.750000 Penalty: 3079.976074
	Iteration 27Q: 3 clusters Score -1686750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1686747.875000 Penalty: 3079.976074
	Iteration 28Q: 3 clusters Score -1686748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1686749.000000 Penalty: 3079.976074
	Iteration 29Q: 3 clusters Score -1686749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1686754.625000 Penalty: 3079.976074
	Iteration 30Q: 3 clusters Score -1686755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1686758.000000 Penalty: 3079.976074
	Iteration 31Q: 3 clusters Score -1686758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1686757.250000 Penalty: 3079.976074
	Iteration 32Q: 3 clusters Score -1686757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1686761.500000 Penalty: 3079.976074
	Iteration 33Q: 3 clusters Score -1686762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1686766.500000 Penalty: 3079.976074
	Iteration 34Q: 3 clusters Score -1686766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1686765.125000 Penalty: 3079.976074
	Iteration 35Q: 3 clusters Score -1686765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1686773.000000 Penalty: 3079.976074
	Iteration 36Q: 3 clusters Score -1686773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1686771.250000 Penalty: 3079.976074
	Iteration 37Q: 3 clusters Score -1686771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1686775.500000 Penalty: 3079.976074
	Iteration 38Q: 3 clusters Score -1686776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1686777.875000 Penalty: 3079.976074
	Iteration 39Q: 3 clusters Score -1686778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1686775.500000 Penalty: 3079.976074
	Iteration 40F: 3 clusters Score -1686776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1686774.375000 Penalty: 3079.976074
	Iteration 41Q: 3 clusters Score -1686774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1686775.625000 Penalty: 3079.976074
	Iteration 42Q: 3 clusters Score -1686776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1686776.625000 Penalty: 3079.976074
	Iteration 43Q: 3 clusters Score -1686777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1686776.625000 Penalty: 3079.976074
	Iteration 44F: 3 clusters Score -1686777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Entering Unmasked Estep 
Score: -9116866.000000 Penalty: 1815.529541
	Iteration 0F: 2 clusters Score -9116866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -9069618.000000 Penalty: 3631.059082
	Iteration 0F: 3 clusters Score -9069618 nChanged 33628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -9089032.000000 Penalty: 3631.059082
	Iteration 1F: 3 clusters Score -9089032 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -9089678.000000 Penalty: 3631.059082
	Iteration 2Q: 3 clusters Score -9089678 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -9090415.000000 Penalty: 3631.059082
	Iteration 3Q: 3 clusters Score -9090415 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -9091391.000000 Penalty: 3631.059082
	Iteration 4Q: 3 clusters Score -9091391 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -9092940.000000 Penalty: 3631.059082
	Iteration 5Q: 3 clusters Score -9092940 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -9095370.000000 Penalty: 3631.059082
	Iteration 6F: 3 clusters Score -9095370 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -9098824.000000 Penalty: 3631.059082
	Iteration 7F: 3 clusters Score -9098824 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -9103383.000000 Penalty: 3631.059082
	Iteration 8F: 3 clusters Score -9103383 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -9107932.000000 Penalty: 3631.059082
	Iteration 9F: 3 clusters Score -9107932 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -9111417.000000 Penalty: 3631.059082
	Iteration 10F: 3 clusters Score -9111417 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -9113455.000000 Penalty: 3631.059082
	Iteration 11Q: 3 clusters Score -9113455 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9114449.000000 Penalty: 3631.059082
	Iteration 12Q: 3 clusters Score -9114449 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69805 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9114953.000000 Penalty: 3631.059082
	Iteration 13Q: 3 clusters Score -9114953 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9115175.000000 Penalty: 3631.059082
	Iteration 14Q: 3 clusters Score -9115175 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9115281.000000 Penalty: 3631.059082
	Iteration 15Q: 3 clusters Score -9115281 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9115330.000000 Penalty: 3631.059082
	Iteration 16Q: 3 clusters Score -9115330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9115367.000000 Penalty: 3631.059082
	Iteration 17Q: 3 clusters Score -9115367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9115398.000000 Penalty: 3631.059082
	Iteration 18Q: 3 clusters Score -9115398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9115412.000000 Penalty: 3631.059082
	Iteration 19Q: 3 clusters Score -9115412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9115421.000000 Penalty: 3631.059082
	Iteration 20F: 3 clusters Score -9115421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9115429.000000 Penalty: 3631.059082
	Iteration 21Q: 3 clusters Score -9115429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9115442.000000 Penalty: 3631.059082
	Iteration 22Q: 3 clusters Score -9115442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9115446.000000 Penalty: 3631.059082
	Iteration 23Q: 3 clusters Score -9115446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9115454.000000 Penalty: 3631.059082
	Iteration 24Q: 3 clusters Score -9115454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9115464.000000 Penalty: 3631.059082
	Iteration 25Q: 3 clusters Score -9115464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9115457.000000 Penalty: 3631.059082
	Iteration 26Q: 3 clusters Score -9115457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9115457.000000 Penalty: 3631.059082
	Iteration 27Q: 3 clusters Score -9115457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9115458.000000 Penalty: 3631.059082
	Iteration 28Q: 3 clusters Score -9115458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9115456.000000 Penalty: 3631.059082
	Iteration 29Q: 3 clusters Score -9115456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9115457.000000 Penalty: 3631.059082
	Iteration 30Q: 3 clusters Score -9115457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9115466.000000 Penalty: 3631.059082
	Iteration 31Q: 3 clusters Score -9115466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9115465.000000 Penalty: 3631.059082
	Iteration 32Q: 3 clusters Score -9115465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9115465.000000 Penalty: 3631.059082
	Iteration 33Q: 3 clusters Score -9115465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9115465.000000 Penalty: 3631.059082
	Iteration 34F: 3 clusters Score -9115465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -267632.437500 Penalty: 1249.448364
	Iteration 0F: 2 clusters Score -267632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -265432.218750 Penalty: 2498.896729
	Iteration 0F: 3 clusters Score -265432.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -265931.906250 Penalty: 2498.896729
	Iteration 1F: 3 clusters Score -265931.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -266038.062500 Penalty: 2498.896729
	Iteration 2F: 3 clusters Score -266038.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -266097.968750 Penalty: 2498.896729
	Iteration 3Q: 3 clusters Score -266098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -266130.562500 Penalty: 2498.896729
	Iteration 4Q: 3 clusters Score -266130.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -266149.875000 Penalty: 2498.896729
	Iteration 5Q: 3 clusters Score -266149.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -266168.593750 Penalty: 2498.896729
	Iteration 6Q: 3 clusters Score -266168.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -266183.468750 Penalty: 2498.896729
	Iteration 7Q: 3 clusters Score -266183.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -266194.843750 Penalty: 2498.896729
	Iteration 8Q: 3 clusters Score -266194.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -266204.906250 Penalty: 2498.896729
	Iteration 9Q: 3 clusters Score -266204.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -266212.500000 Penalty: 2498.896729
	Iteration 10Q: 3 clusters Score -266212.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -266218.843750 Penalty: 2498.896729
	Iteration 11Q: 3 clusters Score -266218.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -266226.031250 Penalty: 2498.896729
	Iteration 12Q: 3 clusters Score -266226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -266234.812500 Penalty: 2498.896729
	Iteration 13Q: 3 clusters Score -266234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -266246.281250 Penalty: 2498.896729
	Iteration 14Q: 3 clusters Score -266246.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -266254.125000 Penalty: 2498.896729
	Iteration 15Q: 3 clusters Score -266254.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -266264.718750 Penalty: 2498.896729
	Iteration 16Q: 3 clusters Score -266264.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -266272.937500 Penalty: 2498.896729
	Iteration 17Q: 3 clusters Score -266272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -266278.718750 Penalty: 2498.896729
	Iteration 18Q: 3 clusters Score -266278.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -266285.875000 Penalty: 2498.896729
	Iteration 19Q: 3 clusters Score -266285.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -266293.781250 Penalty: 2498.896729
	Iteration 20F: 3 clusters Score -266293.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -266300.062500 Penalty: 2498.896729
	Iteration 21Q: 3 clusters Score -266300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -266307.937500 Penalty: 2498.896729
	Iteration 22Q: 3 clusters Score -266307.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -266326.500000 Penalty: 2498.896729
	Iteration 23Q: 3 clusters Score -266326.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -266349.781250 Penalty: 2498.896729
	Iteration 24Q: 3 clusters Score -266349.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -266372.500000 Penalty: 2498.896729
	Iteration 25Q: 3 clusters Score -266372.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -266386.468750 Penalty: 2498.896729
	Iteration 26Q: 3 clusters Score -266386.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -266401.000000 Penalty: 2498.896729
	Iteration 27Q: 3 clusters Score -266401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -266406.031250 Penalty: 2498.896729
	Iteration 28Q: 3 clusters Score -266406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -266412.031250 Penalty: 2498.896729
	Iteration 29Q: 3 clusters Score -266412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -266420.281250 Penalty: 2498.896729
	Iteration 30Q: 3 clusters Score -266420.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -266430.593750 Penalty: 2498.896729
	Iteration 31Q: 3 clusters Score -266430.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -266437.562500 Penalty: 2498.896729
	Iteration 32Q: 3 clusters Score -266437.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -266444.093750 Penalty: 2498.896729
	Iteration 33Q: 3 clusters Score -266444.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -266447.406250 Penalty: 2498.896729
	Iteration 34Q: 3 clusters Score -266447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -266450.281250 Penalty: 2498.896729
	Iteration 35Q: 3 clusters Score -266450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -266452.125000 Penalty: 2498.896729
	Iteration 36Q: 3 clusters Score -266452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -266454.281250 Penalty: 2498.896729
	Iteration 37Q: 3 clusters Score -266454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -266456.031250 Penalty: 2498.896729
	Iteration 38Q: 3 clusters Score -266456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -266456.968750 Penalty: 2498.896729
	Iteration 39Q: 3 clusters Score -266457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -266458.562500 Penalty: 2498.896729
	Iteration 40F: 3 clusters Score -266458.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Entering Unmasked Estep 
Score: -4100739.000000 Penalty: 1684.964600
	Iteration 0F: 2 clusters Score -4100739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4079491.000000 Penalty: 3369.929199
	Iteration 0F: 3 clusters Score -4079491 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4087462.000000 Penalty: 3369.929199
	Iteration 1F: 3 clusters Score -4087462 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -4087807.500000 Penalty: 3369.929199
	Iteration 2Q: 3 clusters Score -4087808 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4088187.000000 Penalty: 3369.929199
	Iteration 3Q: 3 clusters Score -4088187 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4088607.250000 Penalty: 3369.929199
	Iteration 4Q: 3 clusters Score -4088607 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4089216.250000 Penalty: 3369.929199
	Iteration 5Q: 3 clusters Score -4089216 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4090018.000000 Penalty: 3369.929199
	Iteration 6Q: 3 clusters Score -4090018 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4091109.250000 Penalty: 3369.929199
	Iteration 7F: 3 clusters Score -4091109 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -4092377.250000 Penalty: 3369.929199
	Iteration 8F: 3 clusters Score -4092377 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4093802.750000 Penalty: 3369.929199
	Iteration 9F: 3 clusters Score -4093803 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4095239.250000 Penalty: 3369.929199
	Iteration 10F: 3 clusters Score -4095239 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -4096316.750000 Penalty: 3369.929199
	Iteration 11F: 3 clusters Score -4096317 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -4096871.000000 Penalty: 3369.929199
	Iteration 12Q: 3 clusters Score -4096871 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -4097146.500000 Penalty: 3369.929199
	Iteration 13Q: 3 clusters Score -4097146 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4097341.750000 Penalty: 3369.929199
	Iteration 14Q: 3 clusters Score -4097342 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -4097503.000000 Penalty: 3369.929199
	Iteration 15Q: 3 clusters Score -4097503 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4097623.500000 Penalty: 3369.929199
	Iteration 16Q: 3 clusters Score -4097624 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -4097759.500000 Penalty: 3369.929199
	Iteration 17Q: 3 clusters Score -4097760 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -4097926.000000 Penalty: 3369.929199
	Iteration 18Q: 3 clusters Score -4097926 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -4098096.500000 Penalty: 3369.929199
	Iteration 19Q: 3 clusters Score -4098096 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -4098209.500000 Penalty: 3369.929199
	Iteration 20F: 3 clusters Score -4098210 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -4098329.500000 Penalty: 3369.929199
	Iteration 21Q: 3 clusters Score -4098330 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -4098445.500000 Penalty: 3369.929199
	Iteration 22Q: 3 clusters Score -4098446 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -4098540.000000 Penalty: 3369.929199
	Iteration 23Q: 3 clusters Score -4098540 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -4098644.000000 Penalty: 3369.929199
	Iteration 24Q: 3 clusters Score -4098644 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -4098717.500000 Penalty: 3369.929199
	Iteration 25Q: 3 clusters Score -4098718 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4098791.250000 Penalty: 3369.929199
	Iteration 26Q: 3 clusters Score -4098791 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4098837.250000 Penalty: 3369.929199
	Iteration 27Q: 3 clusters Score -4098837 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4098903.000000 Penalty: 3369.929199
	Iteration 28Q: 3 clusters Score -4098903 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4098960.000000 Penalty: 3369.929199
	Iteration 29Q: 3 clusters Score -4098960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4098986.000000 Penalty: 3369.929199
	Iteration 30Q: 3 clusters Score -4098986 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4099027.250000 Penalty: 3369.929199
	Iteration 31Q: 3 clusters Score -4099027 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -4099062.000000 Penalty: 3369.929199
	Iteration 32Q: 3 clusters Score -4099062 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4099110.250000 Penalty: 3369.929199
	Iteration 33Q: 3 clusters Score -4099110 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -4099134.500000 Penalty: 3369.929199
	Iteration 34Q: 3 clusters Score -4099134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4099162.500000 Penalty: 3369.929199
	Iteration 35Q: 3 clusters Score -4099162 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -4099208.250000 Penalty: 3369.929199
	Iteration 36Q: 3 clusters Score -4099208 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -4099252.750000 Penalty: 3369.929199
	Iteration 37Q: 3 clusters Score -4099253 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4099272.250000 Penalty: 3369.929199
	Iteration 38Q: 3 clusters Score -4099272 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4099336.250000 Penalty: 3369.929199
	Iteration 39Q: 3 clusters Score -4099336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -4099356.250000 Penalty: 3369.929199
	Iteration 40F: 3 clusters Score -4099356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -4099368.250000 Penalty: 3369.929199
	Iteration 41Q: 3 clusters Score -4099368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4099395.750000 Penalty: 3369.929199
	Iteration 42Q: 3 clusters Score -4099396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4099410.250000 Penalty: 3369.929199
	Iteration 43Q: 3 clusters Score -4099410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -4099431.500000 Penalty: 3369.929199
	Iteration 44Q: 3 clusters Score -4099432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -4099437.250000 Penalty: 3369.929199
	Iteration 45Q: 3 clusters Score -4099437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -4099442.750000 Penalty: 3369.929199
	Iteration 46Q: 3 clusters Score -4099443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4099458.250000 Penalty: 3369.929199
	Iteration 47Q: 3 clusters Score -4099458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -4099466.000000 Penalty: 3369.929199
	Iteration 48Q: 3 clusters Score -4099466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4099463.750000 Penalty: 3369.929199
	Iteration 49Q: 3 clusters Score -4099464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4099477.250000 Penalty: 3369.929199
	Iteration 50Q: 3 clusters Score -4099477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -4099493.750000 Penalty: 3369.929199
	Iteration 51Q: 3 clusters Score -4099494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4099503.500000 Penalty: 3369.929199
	Iteration 52Q: 3 clusters Score -4099504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -4099500.750000 Penalty: 3369.929199
	Iteration 53Q: 3 clusters Score -4099501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -4099514.500000 Penalty: 3369.929199
	Iteration 54Q: 3 clusters Score -4099514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4099520.750000 Penalty: 3369.929199
	Iteration 55Q: 3 clusters Score -4099521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -4099525.750000 Penalty: 3369.929199
	Iteration 56Q: 3 clusters Score -4099526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4099520.250000 Penalty: 3369.929199
	Iteration 57Q: 3 clusters Score -4099520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -4099532.750000 Penalty: 3369.929199
	Iteration 58Q: 3 clusters Score -4099533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4099540.000000 Penalty: 3369.929199
	Iteration 59Q: 3 clusters Score -4099540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4099539.500000 Penalty: 3369.929199
	Iteration 60F: 3 clusters Score -4099540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -4099541.500000 Penalty: 3369.929199
	Iteration 61Q: 3 clusters Score -4099542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4099547.000000 Penalty: 3369.929199
	Iteration 62Q: 3 clusters Score -4099547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4099548.000000 Penalty: 3369.929199
	Iteration 63Q: 3 clusters Score -4099548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4099550.250000 Penalty: 3369.929199
	Iteration 64Q: 3 clusters Score -4099550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4099554.000000 Penalty: 3369.929199
	Iteration 65Q: 3 clusters Score -4099554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4099558.000000 Penalty: 3369.929199
	Iteration 66Q: 3 clusters Score -4099558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4099564.500000 Penalty: 3369.929199
	Iteration 67Q: 3 clusters Score -4099564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4099567.500000 Penalty: 3369.929199
	Iteration 68Q: 3 clusters Score -4099568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4099575.250000 Penalty: 3369.929199
	Iteration 69Q: 3 clusters Score -4099575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4099571.750000 Penalty: 3369.929199
	Iteration 70Q: 3 clusters Score -4099572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4099569.250000 Penalty: 3369.929199
	Iteration 71Q: 3 clusters Score -4099569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4099578.500000 Penalty: 3369.929199
	Iteration 72Q: 3 clusters Score -4099578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4099587.500000 Penalty: 3369.929199
	Iteration 73Q: 3 clusters Score -4099588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4099590.250000 Penalty: 3369.929199
	Iteration 74Q: 3 clusters Score -4099590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4099598.500000 Penalty: 3369.929199
	Iteration 75Q: 3 clusters Score -4099598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -4099604.000000 Penalty: 3369.929199
	Iteration 76Q: 3 clusters Score -4099604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4099605.000000 Penalty: 3369.929199
	Iteration 77Q: 3 clusters Score -4099605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -4099609.250000 Penalty: 3369.929199
	Iteration 78Q: 3 clusters Score -4099609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -4099618.500000 Penalty: 3369.929199
	Iteration 79Q: 3 clusters Score -4099618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4099620.000000 Penalty: 3369.929199
	Iteration 80F: 3 clusters Score -4099620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4099616.250000 Penalty: 3369.929199
	Iteration 81Q: 3 clusters Score -4099616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4099614.250000 Penalty: 3369.929199
	Iteration 82Q: 3 clusters Score -4099614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -4099608.500000 Penalty: 3369.929199
	Iteration 83Q: 3 clusters Score -4099608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4099616.500000 Penalty: 3369.929199
	Iteration 84Q: 3 clusters Score -4099616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4099621.000000 Penalty: 3369.929199
	Iteration 85Q: 3 clusters Score -4099621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4099619.750000 Penalty: 3369.929199
	Iteration 86Q: 3 clusters Score -4099620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4099619.500000 Penalty: 3369.929199
	Iteration 87Q: 3 clusters Score -4099620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4099619.500000 Penalty: 3369.929199
	Iteration 88F: 3 clusters Score -4099620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -296651.593750 Penalty: 1258.422241
	Iteration 0F: 2 clusters Score -296651.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -294308.406250 Penalty: 2516.844482
	Iteration 0F: 3 clusters Score -294308.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -294741.781250 Penalty: 2516.844482
	Iteration 1F: 3 clusters Score -294741.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -294856.187500 Penalty: 2516.844482
	Iteration 2F: 3 clusters Score -294856.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -294929.031250 Penalty: 2516.844482
	Iteration 3Q: 3 clusters Score -294929 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -294984.531250 Penalty: 2516.844482
	Iteration 4Q: 3 clusters Score -294984.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -295020.093750 Penalty: 2516.844482
	Iteration 5Q: 3 clusters Score -295020.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -295035.781250 Penalty: 2516.844482
	Iteration 6Q: 3 clusters Score -295035.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -295049.187500 Penalty: 2516.844482
	Iteration 7Q: 3 clusters Score -295049.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -295061.187500 Penalty: 2516.844482
	Iteration 8Q: 3 clusters Score -295061.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -295072.468750 Penalty: 2516.844482
	Iteration 9Q: 3 clusters Score -295072.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -295087.343750 Penalty: 2516.844482
	Iteration 10Q: 3 clusters Score -295087.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -295101.031250 Penalty: 2516.844482
	Iteration 11Q: 3 clusters Score -295101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -295115.750000 Penalty: 2516.844482
	Iteration 12Q: 3 clusters Score -295115.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -295129.000000 Penalty: 2516.844482
	Iteration 13Q: 3 clusters Score -295129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -295138.812500 Penalty: 2516.844482
	Iteration 14Q: 3 clusters Score -295138.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -295146.031250 Penalty: 2516.844482
	Iteration 15Q: 3 clusters Score -295146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -295152.781250 Penalty: 2516.844482
	Iteration 16Q: 3 clusters Score -295152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -295157.968750 Penalty: 2516.844482
	Iteration 17Q: 3 clusters Score -295158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -295160.906250 Penalty: 2516.844482
	Iteration 18Q: 3 clusters Score -295160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -295165.062500 Penalty: 2516.844482
	Iteration 19Q: 3 clusters Score -295165.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -295167.812500 Penalty: 2516.844482
	Iteration 20F: 3 clusters Score -295167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -295169.156250 Penalty: 2516.844482
	Iteration 21Q: 3 clusters Score -295169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -295170.968750 Penalty: 2516.844482
	Iteration 22Q: 3 clusters Score -295171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -295172.031250 Penalty: 2516.844482
	Iteration 23Q: 3 clusters Score -295172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -295173.875000 Penalty: 2516.844482
	Iteration 24Q: 3 clusters Score -295173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -295175.000000 Penalty: 2516.844482
	Iteration 25Q: 3 clusters Score -295175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -295176.687500 Penalty: 2516.844482
	Iteration 26Q: 3 clusters Score -295176.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -295179.875000 Penalty: 2516.844482
	Iteration 27Q: 3 clusters Score -295179.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -295181.718750 Penalty: 2516.844482
	Iteration 28Q: 3 clusters Score -295181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -295182.812500 Penalty: 2516.844482
	Iteration 29Q: 3 clusters Score -295182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -295184.093750 Penalty: 2516.844482
	Iteration 30Q: 3 clusters Score -295184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -295184.906250 Penalty: 2516.844482
	Iteration 31Q: 3 clusters Score -295184.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -295185.093750 Penalty: 2516.844482
	Iteration 32Q: 3 clusters Score -295185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -295185.093750 Penalty: 2516.844482
	Iteration 33F: 3 clusters Score -295185.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Entering Unmasked Estep 
Score: -811597.625000 Penalty: 1422.088867
	Iteration 0F: 2 clusters Score -811597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -806739.312500 Penalty: 2844.177734
	Iteration 0F: 3 clusters Score -806739.3 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -808141.250000 Penalty: 2844.177734
	Iteration 1F: 3 clusters Score -808141.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -808324.750000 Penalty: 2844.177734
	Iteration 2F: 3 clusters Score -808324.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -808453.625000 Penalty: 2844.177734
	Iteration 3F: 3 clusters Score -808453.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -808545.562500 Penalty: 2844.177734
	Iteration 4Q: 3 clusters Score -808545.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -808611.687500 Penalty: 2844.177734
	Iteration 5Q: 3 clusters Score -808611.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -808653.437500 Penalty: 2844.177734
	Iteration 6Q: 3 clusters Score -808653.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -808685.250000 Penalty: 2844.177734
	Iteration 7Q: 3 clusters Score -808685.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -808712.937500 Penalty: 2844.177734
	Iteration 8Q: 3 clusters Score -808712.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -808748.187500 Penalty: 2844.177734
	Iteration 9Q: 3 clusters Score -808748.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -808788.312500 Penalty: 2844.177734
	Iteration 10Q: 3 clusters Score -808788.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -808839.625000 Penalty: 2844.177734
	Iteration 11Q: 3 clusters Score -808839.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -808895.562500 Penalty: 2844.177734
	Iteration 12Q: 3 clusters Score -808895.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -808959.500000 Penalty: 2844.177734
	Iteration 13Q: 3 clusters Score -808959.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -809043.500000 Penalty: 2844.177734
	Iteration 14Q: 3 clusters Score -809043.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -809143.562500 Penalty: 2844.177734
	Iteration 15Q: 3 clusters Score -809143.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -809269.437500 Penalty: 2844.177734
	Iteration 16Q: 3 clusters Score -809269.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -809409.500000 Penalty: 2844.177734
	Iteration 17Q: 3 clusters Score -809409.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -809544.750000 Penalty: 2844.177734
	Iteration 18Q: 3 clusters Score -809544.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -809681.687500 Penalty: 2844.177734
	Iteration 19Q: 3 clusters Score -809681.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -809790.750000 Penalty: 2844.177734
	Iteration 20F: 3 clusters Score -809790.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -809882.062500 Penalty: 2844.177734
	Iteration 21Q: 3 clusters Score -809882.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -809933.750000 Penalty: 2844.177734
	Iteration 22Q: 3 clusters Score -809933.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -809974.625000 Penalty: 2844.177734
	Iteration 23Q: 3 clusters Score -809974.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -810002.937500 Penalty: 2844.177734
	Iteration 24Q: 3 clusters Score -810002.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -810031.375000 Penalty: 2844.177734
	Iteration 25Q: 3 clusters Score -810031.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -810052.062500 Penalty: 2844.177734
	Iteration 26Q: 3 clusters Score -810052.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -810072.312500 Penalty: 2844.177734
	Iteration 27Q: 3 clusters Score -810072.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -810092.437500 Penalty: 2844.177734
	Iteration 28Q: 3 clusters Score -810092.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -810113.187500 Penalty: 2844.177734
	Iteration 29Q: 3 clusters Score -810113.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -810133.187500 Penalty: 2844.177734
	Iteration 30Q: 3 clusters Score -810133.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -810151.125000 Penalty: 2844.177734
	Iteration 31Q: 3 clusters Score -810151.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -810167.500000 Penalty: 2844.177734
	Iteration 32Q: 3 clusters Score -810167.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -810184.187500 Penalty: 2844.177734
	Iteration 33Q: 3 clusters Score -810184.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -810193.500000 Penalty: 2844.177734
	Iteration 34Q: 3 clusters Score -810193.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -810200.750000 Penalty: 2844.177734
	Iteration 35Q: 3 clusters Score -810200.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -810210.625000 Penalty: 2844.177734
	Iteration 36Q: 3 clusters Score -810210.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -810222.000000 Penalty: 2844.177734
	Iteration 37Q: 3 clusters Score -810222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -810234.437500 Penalty: 2844.177734
	Iteration 38Q: 3 clusters Score -810234.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -810244.250000 Penalty: 2844.177734
	Iteration 39Q: 3 clusters Score -810244.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -810251.000000 Penalty: 2844.177734
	Iteration 40F: 3 clusters Score -810251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -810255.625000 Penalty: 2844.177734
	Iteration 41Q: 3 clusters Score -810255.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -810258.437500 Penalty: 2844.177734
	Iteration 42Q: 3 clusters Score -810258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -810262.312500 Penalty: 2844.177734
	Iteration 43Q: 3 clusters Score -810262.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -810263.000000 Penalty: 2844.177734
	Iteration 44Q: 3 clusters Score -810263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -810265.000000 Penalty: 2844.177734
	Iteration 45Q: 3 clusters Score -810265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -810267.687500 Penalty: 2844.177734
	Iteration 46Q: 3 clusters Score -810267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -810270.750000 Penalty: 2844.177734
	Iteration 47Q: 3 clusters Score -810270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -810273.062500 Penalty: 2844.177734
	Iteration 48Q: 3 clusters Score -810273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -810278.500000 Penalty: 2844.177734
	Iteration 49Q: 3 clusters Score -810278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -810279.375000 Penalty: 2844.177734
	Iteration 50Q: 3 clusters Score -810279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -810282.500000 Penalty: 2844.177734
	Iteration 51Q: 3 clusters Score -810282.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -810284.437500 Penalty: 2844.177734
	Iteration 52Q: 3 clusters Score -810284.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -810287.062500 Penalty: 2844.177734
	Iteration 53Q: 3 clusters Score -810287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -810290.875000 Penalty: 2844.177734
	Iteration 54Q: 3 clusters Score -810290.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -810292.312500 Penalty: 2844.177734
	Iteration 55Q: 3 clusters Score -810292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -810293.750000 Penalty: 2844.177734
	Iteration 56Q: 3 clusters Score -810293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -810296.062500 Penalty: 2844.177734
	Iteration 57Q: 3 clusters Score -810296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -810298.625000 Penalty: 2844.177734
	Iteration 58Q: 3 clusters Score -810298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -810299.187500 Penalty: 2844.177734
	Iteration 59Q: 3 clusters Score -810299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -810302.875000 Penalty: 2844.177734
	Iteration 60F: 3 clusters Score -810302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -810306.625000 Penalty: 2844.177734
	Iteration 61Q: 3 clusters Score -810306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -810308.187500 Penalty: 2844.177734
	Iteration 62Q: 3 clusters Score -810308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -810309.187500 Penalty: 2844.177734
	Iteration 63Q: 3 clusters Score -810309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -810311.062500 Penalty: 2844.177734
	Iteration 64Q: 3 clusters Score -810311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -810311.500000 Penalty: 2844.177734
	Iteration 65Q: 3 clusters Score -810311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -810313.062500 Penalty: 2844.177734
	Iteration 66Q: 3 clusters Score -810313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -810315.375000 Penalty: 2844.177734
	Iteration 67Q: 3 clusters Score -810315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -810317.000000 Penalty: 2844.177734
	Iteration 68Q: 3 clusters Score -810317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -810320.562500 Penalty: 2844.177734
	Iteration 69Q: 3 clusters Score -810320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -810321.625000 Penalty: 2844.177734
	Iteration 70Q: 3 clusters Score -810321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -810326.812500 Penalty: 2844.177734
	Iteration 71Q: 3 clusters Score -810326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -810329.937500 Penalty: 2844.177734
	Iteration 72Q: 3 clusters Score -810329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -810334.375000 Penalty: 2844.177734
	Iteration 73Q: 3 clusters Score -810334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -810338.125000 Penalty: 2844.177734
	Iteration 74Q: 3 clusters Score -810338.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -810340.437500 Penalty: 2844.177734
	Iteration 75Q: 3 clusters Score -810340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -810342.937500 Penalty: 2844.177734
	Iteration 76Q: 3 clusters Score -810342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -810345.125000 Penalty: 2844.177734
	Iteration 77Q: 3 clusters Score -810345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -810347.625000 Penalty: 2844.177734
	Iteration 78Q: 3 clusters Score -810347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -810348.562500 Penalty: 2844.177734
	Iteration 79Q: 3 clusters Score -810348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -810349.687500 Penalty: 2844.177734
	Iteration 80F: 3 clusters Score -810349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -810349.437500 Penalty: 2844.177734
	Iteration 81Q: 3 clusters Score -810349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -810350.062500 Penalty: 2844.177734
	Iteration 82Q: 3 clusters Score -810350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -810352.062500 Penalty: 2844.177734
	Iteration 83Q: 3 clusters Score -810352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -810352.062500 Penalty: 2844.177734
	Iteration 84F: 3 clusters Score -810352.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Entering Unmasked Estep 
Score: -2209480.250000 Penalty: 1588.663818
	Iteration 0F: 2 clusters Score -2209480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2197260.250000 Penalty: 3177.327637
	Iteration 0F: 3 clusters Score -2197260 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2201539.250000 Penalty: 3177.327637
	Iteration 1F: 3 clusters Score -2201539 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2201777.500000 Penalty: 3177.327637
	Iteration 2Q: 3 clusters Score -2201778 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2201998.750000 Penalty: 3177.327637
	Iteration 3Q: 3 clusters Score -2201999 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2202173.750000 Penalty: 3177.327637
	Iteration 4Q: 3 clusters Score -2202174 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2202343.750000 Penalty: 3177.327637
	Iteration 5Q: 3 clusters Score -2202344 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2202541.250000 Penalty: 3177.327637
	Iteration 6Q: 3 clusters Score -2202541 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2202771.000000 Penalty: 3177.327637
	Iteration 7Q: 3 clusters Score -2202771 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2203046.000000 Penalty: 3177.327637
	Iteration 8Q: 3 clusters Score -2203046 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2203374.750000 Penalty: 3177.327637
	Iteration 9Q: 3 clusters Score -2203375 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2203850.750000 Penalty: 3177.327637
	Iteration 10Q: 3 clusters Score -2203851 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2204514.250000 Penalty: 3177.327637
	Iteration 11F: 3 clusters Score -2204514 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2205347.250000 Penalty: 3177.327637
	Iteration 12F: 3 clusters Score -2205347 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2206289.500000 Penalty: 3177.327637
	Iteration 13F: 3 clusters Score -2206290 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2207080.250000 Penalty: 3177.327637
	Iteration 14F: 3 clusters Score -2207080 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2207597.750000 Penalty: 3177.327637
	Iteration 15Q: 3 clusters Score -2207598 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2207892.500000 Penalty: 3177.327637
	Iteration 16Q: 3 clusters Score -2207892 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2208014.500000 Penalty: 3177.327637
	Iteration 17Q: 3 clusters Score -2208014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2208081.000000 Penalty: 3177.327637
	Iteration 18Q: 3 clusters Score -2208081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2208124.750000 Penalty: 3177.327637
	Iteration 19Q: 3 clusters Score -2208125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2208153.500000 Penalty: 3177.327637
	Iteration 20F: 3 clusters Score -2208154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2208172.500000 Penalty: 3177.327637
	Iteration 21Q: 3 clusters Score -2208172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2208178.750000 Penalty: 3177.327637
	Iteration 22Q: 3 clusters Score -2208179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2208182.500000 Penalty: 3177.327637
	Iteration 23Q: 3 clusters Score -2208182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2208185.250000 Penalty: 3177.327637
	Iteration 24Q: 3 clusters Score -2208185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2208185.250000 Penalty: 3177.327637
	Iteration 25F: 3 clusters Score -2208185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Entering Unmasked Estep 
Score: -430659.125000 Penalty: 1324.685303
	Iteration 0F: 2 clusters Score -430659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -427662.781250 Penalty: 2649.370605
	Iteration 0F: 3 clusters Score -427662.8 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -428391.500000 Penalty: 2649.370605
	Iteration 1F: 3 clusters Score -428391.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -428511.468750 Penalty: 2649.370605
	Iteration 2F: 3 clusters Score -428511.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -428587.937500 Penalty: 2649.370605
	Iteration 3Q: 3 clusters Score -428587.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -428643.250000 Penalty: 2649.370605
	Iteration 4Q: 3 clusters Score -428643.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -428687.593750 Penalty: 2649.370605
	Iteration 5Q: 3 clusters Score -428687.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -428725.500000 Penalty: 2649.370605
	Iteration 6Q: 3 clusters Score -428725.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -428768.468750 Penalty: 2649.370605
	Iteration 7Q: 3 clusters Score -428768.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -428799.750000 Penalty: 2649.370605
	Iteration 8Q: 3 clusters Score -428799.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -428837.937500 Penalty: 2649.370605
	Iteration 9Q: 3 clusters Score -428837.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -428872.625000 Penalty: 2649.370605
	Iteration 10Q: 3 clusters Score -428872.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -428895.843750 Penalty: 2649.370605
	Iteration 11Q: 3 clusters Score -428895.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -428920.468750 Penalty: 2649.370605
	Iteration 12Q: 3 clusters Score -428920.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -428939.093750 Penalty: 2649.370605
	Iteration 13Q: 3 clusters Score -428939.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -428950.625000 Penalty: 2649.370605
	Iteration 14Q: 3 clusters Score -428950.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -428965.718750 Penalty: 2649.370605
	Iteration 15Q: 3 clusters Score -428965.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -428979.843750 Penalty: 2649.370605
	Iteration 16Q: 3 clusters Score -428979.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -428993.625000 Penalty: 2649.370605
	Iteration 17Q: 3 clusters Score -428993.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -429012.593750 Penalty: 2649.370605
	Iteration 18Q: 3 clusters Score -429012.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -429032.406250 Penalty: 2649.370605
	Iteration 19Q: 3 clusters Score -429032.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -429055.562500 Penalty: 2649.370605
	Iteration 20F: 3 clusters Score -429055.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -429085.500000 Penalty: 2649.370605
	Iteration 21Q: 3 clusters Score -429085.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -429115.375000 Penalty: 2649.370605
	Iteration 22Q: 3 clusters Score -429115.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -429134.187500 Penalty: 2649.370605
	Iteration 23Q: 3 clusters Score -429134.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -429162.031250 Penalty: 2649.370605
	Iteration 24Q: 3 clusters Score -429162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -429187.125000 Penalty: 2649.370605
	Iteration 25Q: 3 clusters Score -429187.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -429213.281250 Penalty: 2649.370605
	Iteration 26Q: 3 clusters Score -429213.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -429235.562500 Penalty: 2649.370605
	Iteration 27Q: 3 clusters Score -429235.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -429262.781250 Penalty: 2649.370605
	Iteration 28Q: 3 clusters Score -429262.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -429275.250000 Penalty: 2649.370605
	Iteration 29Q: 3 clusters Score -429275.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -429291.812500 Penalty: 2649.370605
	Iteration 30Q: 3 clusters Score -429291.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -429308.968750 Penalty: 2649.370605
	Iteration 31Q: 3 clusters Score -429309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -429325.843750 Penalty: 2649.370605
	Iteration 32Q: 3 clusters Score -429325.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -429344.812500 Penalty: 2649.370605
	Iteration 33Q: 3 clusters Score -429344.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -429359.468750 Penalty: 2649.370605
	Iteration 34Q: 3 clusters Score -429359.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -429378.718750 Penalty: 2649.370605
	Iteration 35Q: 3 clusters Score -429378.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -429396.281250 Penalty: 2649.370605
	Iteration 36Q: 3 clusters Score -429396.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -429405.937500 Penalty: 2649.370605
	Iteration 37Q: 3 clusters Score -429405.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -429419.187500 Penalty: 2649.370605
	Iteration 38Q: 3 clusters Score -429419.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -429429.906250 Penalty: 2649.370605
	Iteration 39Q: 3 clusters Score -429429.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -429435.343750 Penalty: 2649.370605
	Iteration 40F: 3 clusters Score -429435.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -429443.781250 Penalty: 2649.370605
	Iteration 41Q: 3 clusters Score -429443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -429451.281250 Penalty: 2649.370605
	Iteration 42Q: 3 clusters Score -429451.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -429460.062500 Penalty: 2649.370605
	Iteration 43Q: 3 clusters Score -429460.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -429464.125000 Penalty: 2649.370605
	Iteration 44Q: 3 clusters Score -429464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -429470.625000 Penalty: 2649.370605
	Iteration 45Q: 3 clusters Score -429470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -429474.718750 Penalty: 2649.370605
	Iteration 46Q: 3 clusters Score -429474.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -429478.500000 Penalty: 2649.370605
	Iteration 47Q: 3 clusters Score -429478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -429481.000000 Penalty: 2649.370605
	Iteration 48Q: 3 clusters Score -429481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -429484.062500 Penalty: 2649.370605
	Iteration 49Q: 3 clusters Score -429484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -429488.218750 Penalty: 2649.370605
	Iteration 50Q: 3 clusters Score -429488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -429490.375000 Penalty: 2649.370605
	Iteration 51Q: 3 clusters Score -429490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -429491.968750 Penalty: 2649.370605
	Iteration 52Q: 3 clusters Score -429492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -429494.187500 Penalty: 2649.370605
	Iteration 53Q: 3 clusters Score -429494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -429497.937500 Penalty: 2649.370605
	Iteration 54Q: 3 clusters Score -429497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -429498.937500 Penalty: 2649.370605
	Iteration 55Q: 3 clusters Score -429498.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -429500.125000 Penalty: 2649.370605
	Iteration 56Q: 3 clusters Score -429500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -429499.968750 Penalty: 2649.370605
	Iteration 57Q: 3 clusters Score -429500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -429502.968750 Penalty: 2649.370605
	Iteration 58Q: 3 clusters Score -429503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -429503.000000 Penalty: 2649.370605
	Iteration 59Q: 3 clusters Score -429503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -429503.000000 Penalty: 2649.370605
	Iteration 60F: 3 clusters Score -429503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Entering Unmasked Estep 
Score: -3658175.000000 Penalty: 1668.090942
	Iteration 0F: 2 clusters Score -3658175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3638810.000000 Penalty: 3336.181885
	Iteration 0F: 3 clusters Score -3638810 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3646148.250000 Penalty: 3336.181885
	Iteration 1F: 3 clusters Score -3646148 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3646551.250000 Penalty: 3336.181885
	Iteration 2Q: 3 clusters Score -3646551 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3647170.500000 Penalty: 3336.181885
	Iteration 3Q: 3 clusters Score -3647170 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3648128.000000 Penalty: 3336.181885
	Iteration 4F: 3 clusters Score -3648128 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3649515.500000 Penalty: 3336.181885
	Iteration 5F: 3 clusters Score -3649516 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3651480.500000 Penalty: 3336.181885
	Iteration 6F: 3 clusters Score -3651480 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3653547.250000 Penalty: 3336.181885
	Iteration 7F: 3 clusters Score -3653547 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3655170.250000 Penalty: 3336.181885
	Iteration 8F: 3 clusters Score -3655170 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3656068.500000 Penalty: 3336.181885
	Iteration 9Q: 3 clusters Score -3656068 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3656487.250000 Penalty: 3336.181885
	Iteration 10Q: 3 clusters Score -3656487 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3656655.000000 Penalty: 3336.181885
	Iteration 11Q: 3 clusters Score -3656655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3656738.500000 Penalty: 3336.181885
	Iteration 12Q: 3 clusters Score -3656738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3656798.250000 Penalty: 3336.181885
	Iteration 13Q: 3 clusters Score -3656798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3656822.000000 Penalty: 3336.181885
	Iteration 14Q: 3 clusters Score -3656822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3656838.500000 Penalty: 3336.181885
	Iteration 15Q: 3 clusters Score -3656838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3656859.250000 Penalty: 3336.181885
	Iteration 16Q: 3 clusters Score -3656859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3656871.000000 Penalty: 3336.181885
	Iteration 17Q: 3 clusters Score -3656871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3656875.500000 Penalty: 3336.181885
	Iteration 18Q: 3 clusters Score -3656876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3656886.250000 Penalty: 3336.181885
	Iteration 19Q: 3 clusters Score -3656886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3656892.250000 Penalty: 3336.181885
	Iteration 20F: 3 clusters Score -3656892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3656899.250000 Penalty: 3336.181885
	Iteration 21Q: 3 clusters Score -3656899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3656903.500000 Penalty: 3336.181885
	Iteration 22Q: 3 clusters Score -3656904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3656907.000000 Penalty: 3336.181885
	Iteration 23Q: 3 clusters Score -3656907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3656911.500000 Penalty: 3336.181885
	Iteration 24Q: 3 clusters Score -3656912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3656912.250000 Penalty: 3336.181885
	Iteration 25Q: 3 clusters Score -3656912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3656912.250000 Penalty: 3336.181885
	Iteration 26F: 3 clusters Score -3656912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98342 members 
Mstep: Class 5 contains 106243 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112591 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 80179 members 
Mstep: Class 10 contains 13054 members 
Mstep: Class 11 contains 71146 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 31857 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 6319 members 
Mstep: Class 16 contains 17613 members 
Mstep: Class 18 contains 3470 members 
Mstep: Class 19 contains 28715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810736.000000 Penalty: 38813.050781
Iteration 119Q: 19 clusters Score -7.281074e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98336 members 
Mstep: Class 5 contains 106237 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112525 members 
Mstep: Class 8 contains 2884 members 
Mstep: Class 9 contains 81571 members 
Mstep: Class 10 contains 13059 members 
Mstep: Class 11 contains 70217 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 31538 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 28680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810976.000000 Penalty: 38813.050781
Iteration 120F: 19 clusters Score -7.281098e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 98292 members 
Mstep: Class 5 contains 106244 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112487 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 82921 members 
Mstep: Class 10 contains 13054 members 
Mstep: Class 11 contains 69336 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 31248 members 
Mstep: Class 14 contains 2284 members 
Mstep: Class 15 contains 6261 members 
Mstep: Class 16 contains 17641 members 
Mstep: Class 18 contains 3465 members 
Mstep: Class 19 contains 28645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811640.000000 Penalty: 38813.050781
Iteration 121Q: 19 clusters Score -7.281164e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 98313 members 
Mstep: Class 5 contains 106253 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112358 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 84288 members 
Mstep: Class 10 contains 13054 members 
Mstep: Class 11 contains 68398 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 31003 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 6227 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 18 contains 3465 members 
Mstep: Class 19 contains 28599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812112.000000 Penalty: 38813.050781
Iteration 122Q: 19 clusters Score -7.281211e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98386 members 
Mstep: Class 5 contains 106258 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112172 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 85618 members 
Mstep: Class 10 contains 13054 members 
Mstep: Class 11 contains 67459 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 30799 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 6186 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 28578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812312.000000 Penalty: 38813.050781
Iteration 123Q: 19 clusters Score -7.281231e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98457 members 
Mstep: Class 5 contains 106277 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 111971 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 86968 members 
Mstep: Class 10 contains 13071 members 
Mstep: Class 11 contains 66486 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 30598 members 
Mstep: Class 14 contains 2241 members 
Mstep: Class 15 contains 6141 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 18 contains 3467 members 
Mstep: Class 19 contains 28550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812424.000000 Penalty: 38813.050781
Iteration 124Q: 19 clusters Score -7.281242e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98494 members 
Mstep: Class 5 contains 106295 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 111831 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 88258 members 
Mstep: Class 10 contains 13067 members 
Mstep: Class 11 contains 65543 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 30416 members 
Mstep: Class 14 contains 2222 members 
Mstep: Class 15 contains 6092 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 28519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812696.000000 Penalty: 38813.050781
Iteration 125Q: 19 clusters Score -7.28127e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98506 members 
Mstep: Class 5 contains 106313 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 111593 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 9 contains 89623 members 
Mstep: Class 10 contains 13070 members 
Mstep: Class 11 contains 64647 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 30238 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 6037 members 
Mstep: Class 16 contains 17755 members 
Mstep: Class 18 contains 3473 members 
Mstep: Class 19 contains 28472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813064.000000 Penalty: 38813.050781
Iteration 126Q: 19 clusters Score -7.281306e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 98521 members 
Mstep: Class 5 contains 106320 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 111374 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 90947 members 
Mstep: Class 10 contains 13084 members 
Mstep: Class 11 contains 63746 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 30070 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 6005 members 
Mstep: Class 16 contains 17784 members 
Mstep: Class 18 contains 3473 members 
Mstep: Class 19 contains 28425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813368.000000 Penalty: 38813.050781
Iteration 127Q: 19 clusters Score -7.281337e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98533 members 
Mstep: Class 5 contains 106335 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 111067 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 92329 members 
Mstep: Class 10 contains 13099 members 
Mstep: Class 11 contains 62877 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 29885 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 5970 members 
Mstep: Class 16 contains 17815 members 
Mstep: Class 18 contains 3476 members 
Mstep: Class 19 contains 28373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813648.000000 Penalty: 38813.050781
Iteration 128Q: 19 clusters Score -7.281365e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98557 members 
Mstep: Class 5 contains 106341 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 110676 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 93778 members 
Mstep: Class 10 contains 13106 members 
Mstep: Class 11 contains 61999 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 29742 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 5932 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 28328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814128.000000 Penalty: 38813.050781
Iteration 129Q: 19 clusters Score -7.281413e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98600 members 
Mstep: Class 5 contains 106350 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 110242 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 95289 members 
Mstep: Class 10 contains 13106 members 
Mstep: Class 11 contains 61101 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 29588 members 
Mstep: Class 14 contains 2142 members 
Mstep: Class 15 contains 5909 members 
Mstep: Class 16 contains 17845 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 28274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814408.000000 Penalty: 38813.050781
Iteration 130Q: 19 clusters Score -7.281441e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98636 members 
Mstep: Class 5 contains 106370 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 109686 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 96889 members 
Mstep: Class 10 contains 13108 members 
Mstep: Class 11 contains 60218 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 29459 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 5864 members 
Mstep: Class 16 contains 17856 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 28208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815136.000000 Penalty: 38813.050781
Iteration 131Q: 19 clusters Score -7.281514e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98640 members 
Mstep: Class 5 contains 106376 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 109206 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 98454 members 
Mstep: Class 10 contains 13086 members 
Mstep: Class 11 contains 59348 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 29362 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 17861 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 28145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815528.000000 Penalty: 38813.050781
Iteration 132Q: 19 clusters Score -7.281553e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98641 members 
Mstep: Class 5 contains 106384 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 108940 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 99875 members 
Mstep: Class 10 contains 13060 members 
Mstep: Class 11 contains 58414 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 29281 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 5775 members 
Mstep: Class 16 contains 17868 members 
Mstep: Class 18 contains 3465 members 
Mstep: Class 19 contains 28089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815856.000000 Penalty: 38813.050781
Iteration 133Q: 19 clusters Score -7.281586e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98690 members 
Mstep: Class 5 contains 106392 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 108717 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 101192 members 
Mstep: Class 10 contains 13062 members 
Mstep: Class 11 contains 57466 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 29230 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 17865 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 28032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815848.000000 Penalty: 38813.050781
Iteration 134Q: 19 clusters Score -7.281585e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98739 members 
Mstep: Class 5 contains 106405 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 108551 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 102391 members 
Mstep: Class 10 contains 13071 members 
Mstep: Class 11 contains 56535 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 29187 members 
Mstep: Class 14 contains 2085 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 17869 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 27996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815664.000000 Penalty: 38813.050781
Iteration 135Q: 19 clusters Score -7.281566e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98757 members 
Mstep: Class 5 contains 106418 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 108509 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 103520 members 
Mstep: Class 10 contains 13103 members 
Mstep: Class 11 contains 55542 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 29169 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 5624 members 
Mstep: Class 16 contains 17871 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 27952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815896.000000 Penalty: 38813.050781
Iteration 136Q: 19 clusters Score -7.28159e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98823 members 
Mstep: Class 5 contains 106444 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 108451 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 104480 members 
Mstep: Class 10 contains 13127 members 
Mstep: Class 11 contains 54649 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 29178 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 5584 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 18 contains 3470 members 
Mstep: Class 19 contains 27916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815688.000000 Penalty: 38813.050781
Iteration 137Q: 19 clusters Score -7.281569e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98896 members 
Mstep: Class 5 contains 106470 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 108451 members 
Mstep: Class 8 contains 2591 members 
Mstep: Class 9 contains 105409 members 
Mstep: Class 10 contains 13159 members 
Mstep: Class 11 contains 53714 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 29179 members 
Mstep: Class 14 contains 2085 members 
Mstep: Class 15 contains 5547 members 
Mstep: Class 16 contains 17868 members 
Mstep: Class 18 contains 3467 members 
Mstep: Class 19 contains 27889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815464.000000 Penalty: 38813.050781
Iteration 138Q: 19 clusters Score -7.281546e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98908 members 
Mstep: Class 5 contains 106486 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 108650 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 106259 members 
Mstep: Class 10 contains 13194 members 
Mstep: Class 11 contains 52759 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 29160 members 
Mstep: Class 14 contains 2079 members 
Mstep: Class 15 contains 5502 members 
Mstep: Class 16 contains 17861 members 
Mstep: Class 18 contains 3467 members 
Mstep: Class 19 contains 27866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814984.000000 Penalty: 38813.050781
Iteration 139Q: 19 clusters Score -7.281498e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98913 members 
Mstep: Class 5 contains 106505 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 108932 members 
Mstep: Class 8 contains 2480 members 
Mstep: Class 9 contains 107064 members 
Mstep: Class 10 contains 13234 members 
Mstep: Class 11 contains 51815 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 29115 members 
Mstep: Class 14 contains 2081 members 
Mstep: Class 15 contains 5449 members 
Mstep: Class 16 contains 17856 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 27819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814680.000000 Penalty: 38813.050781
Iteration 140F: 19 clusters Score -7.281468e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98860 members 
Mstep: Class 5 contains 106516 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 109275 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 107818 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 50893 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 29066 members 
Mstep: Class 14 contains 2077 members 
Mstep: Class 15 contains 5410 members 
Mstep: Class 16 contains 17856 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 27784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814080.000000 Penalty: 38813.050781
Iteration 141Q: 19 clusters Score -7.281408e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98715 members 
Mstep: Class 5 contains 106535 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 109766 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 108605 members 
Mstep: Class 10 contains 13320 members 
Mstep: Class 11 contains 49966 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 17867 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 27739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813552.000000 Penalty: 38813.050781
Iteration 142Q: 19 clusters Score -7.281355e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98537 members 
Mstep: Class 5 contains 106545 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 110402 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 109374 members 
Mstep: Class 10 contains 13365 members 
Mstep: Class 11 contains 49026 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 28782 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 17876 members 
Mstep: Class 18 contains 3462 members 
Mstep: Class 19 contains 27675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813240.000000 Penalty: 38813.050781
Iteration 143Q: 19 clusters Score -7.281324e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98392 members 
Mstep: Class 5 contains 106543 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 111086 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 110150 members 
Mstep: Class 10 contains 13412 members 
Mstep: Class 11 contains 48043 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 28557 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 17875 members 
Mstep: Class 18 contains 3462 members 
Mstep: Class 19 contains 27636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812552.000000 Penalty: 38813.050781
Iteration 144Q: 19 clusters Score -7.281255e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98231 members 
Mstep: Class 5 contains 106511 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 111777 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 111051 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 46957 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 28283 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 17876 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 27626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812296.000000 Penalty: 38813.050781
Iteration 145Q: 19 clusters Score -7.28123e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98124 members 
Mstep: Class 5 contains 106460 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112355 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 112054 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 45799 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 28001 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 5189 members 
Mstep: Class 16 contains 17887 members 
Mstep: Class 18 contains 3461 members 
Mstep: Class 19 contains 27625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811592.000000 Penalty: 38813.050781
Iteration 146Q: 19 clusters Score -7.281159e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98052 members 
Mstep: Class 5 contains 106416 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 112977 members 
Mstep: Class 8 contains 2132 members 
Mstep: Class 9 contains 113139 members 
Mstep: Class 10 contains 13628 members 
Mstep: Class 11 contains 44544 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 27657 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 5142 members 
Mstep: Class 16 contains 17893 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 27638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810568.000000 Penalty: 38813.050781
Iteration 147Q: 19 clusters Score -7.281057e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98022 members 
Mstep: Class 5 contains 106371 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 113512 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 114251 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 43298 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 27313 members 
Mstep: Class 14 contains 2047 members 
Mstep: Class 15 contains 5109 members 
Mstep: Class 16 contains 17890 members 
Mstep: Class 18 contains 3459 members 
Mstep: Class 19 contains 27646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809480.000000 Penalty: 38813.050781
Iteration 148Q: 19 clusters Score -7.280948e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 97952 members 
Mstep: Class 5 contains 106325 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 114048 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 115288 members 
Mstep: Class 10 contains 13780 members 
Mstep: Class 11 contains 42098 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 26967 members 
Mstep: Class 14 contains 2043 members 
Mstep: Class 15 contains 5084 members 
Mstep: Class 16 contains 17888 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 27684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808328.000000 Penalty: 38813.050781
Iteration 149Q: 19 clusters Score -7.280833e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 97888 members 
Mstep: Class 5 contains 106268 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 114568 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 116247 members 
Mstep: Class 10 contains 13913 members 
Mstep: Class 11 contains 40966 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 26614 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 5072 members 
Mstep: Class 16 contains 17878 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 27723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806936.000000 Penalty: 38813.050781
Iteration 150Q: 19 clusters Score -7.280694e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 97811 members 
Mstep: Class 5 contains 106221 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 115109 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 117171 members 
Mstep: Class 10 contains 14048 members 
Mstep: Class 11 contains 39858 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 26253 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 5058 members 
Mstep: Class 16 contains 17857 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 27753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805728.000000 Penalty: 38813.050781
Iteration 151Q: 19 clusters Score -7.280573e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97734 members 
Mstep: Class 5 contains 106166 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 115650 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 118045 members 
Mstep: Class 10 contains 14201 members 
Mstep: Class 11 contains 38807 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 25855 members 
Mstep: Class 14 contains 2014 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 17850 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 27796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804336.000000 Penalty: 38813.050781
Iteration 152Q: 19 clusters Score -7.280434e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97647 members 
Mstep: Class 5 contains 106122 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 116271 members 
Mstep: Class 8 contains 2135 members 
Mstep: Class 9 contains 118751 members 
Mstep: Class 10 contains 14369 members 
Mstep: Class 11 contains 37809 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 25470 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 17851 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 27833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802952.000000 Penalty: 38813.050781
Iteration 153Q: 19 clusters Score -7.280295e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97633 members 
Mstep: Class 5 contains 106085 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 116906 members 
Mstep: Class 8 contains 2142 members 
Mstep: Class 9 contains 119268 members 
Mstep: Class 10 contains 14558 members 
Mstep: Class 11 contains 36844 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 25119 members 
Mstep: Class 14 contains 1988 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 27884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801944.000000 Penalty: 38813.050781
Iteration 154Q: 19 clusters Score -7.280194e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97581 members 
Mstep: Class 5 contains 106041 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 117598 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 119664 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 35946 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 24833 members 
Mstep: Class 14 contains 1973 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 27933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800792.000000 Penalty: 38813.050781
Iteration 155Q: 19 clusters Score -7.280079e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97561 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 118304 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 119985 members 
Mstep: Class 10 contains 14933 members 
Mstep: Class 11 contains 35077 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 24523 members 
Mstep: Class 14 contains 1967 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 27971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799984.000000 Penalty: 38813.050781
Iteration 156Q: 19 clusters Score -7.279998e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97561 members 
Mstep: Class 5 contains 105982 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 119076 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 120182 members 
Mstep: Class 10 contains 15170 members 
Mstep: Class 11 contains 34177 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 24220 members 
Mstep: Class 14 contains 1966 members 
Mstep: Class 15 contains 4926 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 28012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798912.000000 Penalty: 38813.050781
Iteration 157Q: 19 clusters Score -7.279891e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97556 members 
Mstep: Class 5 contains 105951 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 119877 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 120256 members 
Mstep: Class 10 contains 15437 members 
Mstep: Class 11 contains 33336 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 23955 members 
Mstep: Class 14 contains 1963 members 
Mstep: Class 15 contains 4901 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 28040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798184.000000 Penalty: 38813.050781
Iteration 158Q: 19 clusters Score -7.279818e+07 nChanged 2456
Entering ConstructFrom: 
Score: -72798184.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -12590.599609 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -12590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11861.120117 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -11861.12 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12350.598633 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -12350.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12450.087891 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -12450.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12469.275391 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -12469.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12487.814453 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -12487.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12488.510742 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -12488.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12488.510742 Penalty: 1873.687134
	Iteration 6F: 3 clusters Score -12488.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37980.039062 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37980.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37020.230469 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -37020.23 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37503.378906 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37503.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37852.917969 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37852.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37998.339844 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37998.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38145.796875 Penalty: 2024.906494
	Iteration 4F: 3 clusters Score -38145.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38257.804688 Penalty: 2024.906494
	Iteration 5F: 3 clusters Score -38257.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38334.972656 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38334.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38405.691406 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38405.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38493.800781 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38608.691406 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38608.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38679.570312 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38679.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38695.777344 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38695.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38695.777344 Penalty: 2024.906494
	Iteration 12F: 3 clusters Score -38695.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 278 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97600 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 120577 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 120311 members 
Mstep: Class 10 contains 15693 members 
Mstep: Class 11 contains 32527 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23692 members 
Mstep: Class 14 contains 1961 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 28092 members 
Entering Unmasked Estep 
Score: -72797032.000000 Penalty: 40969.332031
Splitting cluster 2 changes total score from -72798184.000000 to -72797032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -74716.093750 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -74716.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73513.406250 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -73513.41 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73772.750000 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -73772.75 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73931.453125 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -73931.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74093.851562 Penalty: 2148.913330
	Iteration 3F: 3 clusters Score -74093.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -74302.671875 Penalty: 2148.913330
	Iteration 4F: 3 clusters Score -74302.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74523.992188 Penalty: 2148.913330
	Iteration 5F: 3 clusters Score -74523.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74716.687500 Penalty: 2148.913330
	Iteration 6F: 3 clusters Score -74716.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74828.968750 Penalty: 2148.913330
	Iteration 7Q: 3 clusters Score -74828.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74871.835938 Penalty: 2148.913330
	Iteration 8Q: 3 clusters Score -74871.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74907.687500 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -74907.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74935.429688 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -74935.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74946.062500 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -74946.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74946.664062 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -74946.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74946.664062 Penalty: 2148.913330
	Iteration 13F: 3 clusters Score -74946.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 97600 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 120577 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 120311 members 
Mstep: Class 10 contains 15693 members 
Mstep: Class 11 contains 32527 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23692 members 
Mstep: Class 14 contains 1961 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 284 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 28092 members 
Entering Unmasked Estep 
Score: -72796560.000000 Penalty: 40969.332031
Splitting cluster 3 changes total score from -72798184.000000 to -72796560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (97600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Entering Unmasked Estep 
Score: -12424544.000000 Penalty: 1866.902832
	Iteration 0F: 2 clusters Score -1.242454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -12359534.000000 Penalty: 3733.805664
	Iteration 0F: 3 clusters Score -1.235953e+07 nChanged 46653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -12386393.000000 Penalty: 3733.805664
	Iteration 1F: 3 clusters Score -1.238639e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -12387495.000000 Penalty: 3733.805664
	Iteration 2Q: 3 clusters Score -1.23875e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -12389547.000000 Penalty: 3733.805664
	Iteration 3Q: 3 clusters Score -1.238955e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -12393488.000000 Penalty: 3733.805664
	Iteration 4F: 3 clusters Score -1.239349e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -12400229.000000 Penalty: 3733.805664
	Iteration 5F: 3 clusters Score -1.240023e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -12408993.000000 Penalty: 3733.805664
	Iteration 6F: 3 clusters Score -1.240899e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -12416840.000000 Penalty: 3733.805664
	Iteration 7F: 3 clusters Score -1.241684e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -12420903.000000 Penalty: 3733.805664
	Iteration 8Q: 3 clusters Score -1.24209e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -12422345.000000 Penalty: 3733.805664
	Iteration 9Q: 3 clusters Score -1.242234e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12422785.000000 Penalty: 3733.805664
	Iteration 10Q: 3 clusters Score -1.242278e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12422995.000000 Penalty: 3733.805664
	Iteration 11Q: 3 clusters Score -1.2423e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12423144.000000 Penalty: 3733.805664
	Iteration 12Q: 3 clusters Score -1.242314e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12423233.000000 Penalty: 3733.805664
	Iteration 13Q: 3 clusters Score -1.242323e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97070 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12423271.000000 Penalty: 3733.805664
	Iteration 14Q: 3 clusters Score -1.242327e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12423295.000000 Penalty: 3733.805664
	Iteration 15Q: 3 clusters Score -1.24233e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97057 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12423296.000000 Penalty: 3733.805664
	Iteration 16Q: 3 clusters Score -1.24233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12423335.000000 Penalty: 3733.805664
	Iteration 17Q: 3 clusters Score -1.242334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -12423337.000000 Penalty: 3733.805664
	Iteration 18Q: 3 clusters Score -1.242334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12423345.000000 Penalty: 3733.805664
	Iteration 19Q: 3 clusters Score -1.242334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12423361.000000 Penalty: 3733.805664
	Iteration 20F: 3 clusters Score -1.242336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12423373.000000 Penalty: 3733.805664
	Iteration 21Q: 3 clusters Score -1.242337e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12423383.000000 Penalty: 3733.805664
	Iteration 22Q: 3 clusters Score -1.242338e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12423388.000000 Penalty: 3733.805664
	Iteration 23Q: 3 clusters Score -1.242339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12423405.000000 Penalty: 3733.805664
	Iteration 24Q: 3 clusters Score -1.24234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12423396.000000 Penalty: 3733.805664
	Iteration 25Q: 3 clusters Score -1.24234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12423401.000000 Penalty: 3733.805664
	Iteration 26Q: 3 clusters Score -1.24234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96960 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12423406.000000 Penalty: 3733.805664
	Iteration 27Q: 3 clusters Score -1.242341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12423408.000000 Penalty: 3733.805664
	Iteration 28Q: 3 clusters Score -1.242341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12423427.000000 Penalty: 3733.805664
	Iteration 29Q: 3 clusters Score -1.242343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96947 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12423409.000000 Penalty: 3733.805664
	Iteration 30Q: 3 clusters Score -1.242341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12423410.000000 Penalty: 3733.805664
	Iteration 31Q: 3 clusters Score -1.242341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12423411.000000 Penalty: 3733.805664
	Iteration 32Q: 3 clusters Score -1.242341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12423419.000000 Penalty: 3733.805664
	Iteration 33Q: 3 clusters Score -1.242342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12423417.000000 Penalty: 3733.805664
	Iteration 34Q: 3 clusters Score -1.242342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12423412.000000 Penalty: 3733.805664
	Iteration 35Q: 3 clusters Score -1.242341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12423424.000000 Penalty: 3733.805664
	Iteration 36Q: 3 clusters Score -1.242342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12423406.000000 Penalty: 3733.805664
	Iteration 37Q: 3 clusters Score -1.242341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12423412.000000 Penalty: 3733.805664
	Iteration 38Q: 3 clusters Score -1.242341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12423406.000000 Penalty: 3733.805664
	Iteration 39Q: 3 clusters Score -1.242341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12423406.000000 Penalty: 3733.805664
	Iteration 40F: 3 clusters Score -1.242341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105921 members 
Entering Unmasked Estep 
Score: -13735807.000000 Penalty: 1880.197998
	Iteration 0F: 2 clusters Score -1.373581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -13672408.000000 Penalty: 3760.395996
	Iteration 0F: 3 clusters Score -1.367241e+07 nChanged 50667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -13702108.000000 Penalty: 3760.395996
	Iteration 1F: 3 clusters Score -1.370211e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -13702697.000000 Penalty: 3760.395996
	Iteration 2Q: 3 clusters Score -1.37027e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -13703850.000000 Penalty: 3760.395996
	Iteration 3Q: 3 clusters Score -1.370385e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -13705666.000000 Penalty: 3760.395996
	Iteration 4Q: 3 clusters Score -1.370567e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -13709005.000000 Penalty: 3760.395996
	Iteration 5F: 3 clusters Score -1.3709e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -13714040.000000 Penalty: 3760.395996
	Iteration 6F: 3 clusters Score -1.371404e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -13720023.000000 Penalty: 3760.395996
	Iteration 7F: 3 clusters Score -1.372002e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -13724802.000000 Penalty: 3760.395996
	Iteration 8F: 3 clusters Score -1.37248e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -13728576.000000 Penalty: 3760.395996
	Iteration 9Q: 3 clusters Score -1.372858e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -13731259.000000 Penalty: 3760.395996
	Iteration 10Q: 3 clusters Score -1.373126e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13732666.000000 Penalty: 3760.395996
	Iteration 11Q: 3 clusters Score -1.373267e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104972 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13733389.000000 Penalty: 3760.395996
	Iteration 12Q: 3 clusters Score -1.373339e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -13733658.000000 Penalty: 3760.395996
	Iteration 13Q: 3 clusters Score -1.373366e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105470 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -13733810.000000 Penalty: 3760.395996
	Iteration 14Q: 3 clusters Score -1.373381e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105550 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13733899.000000 Penalty: 3760.395996
	Iteration 15Q: 3 clusters Score -1.37339e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105596 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13733938.000000 Penalty: 3760.395996
	Iteration 16Q: 3 clusters Score -1.373394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13733974.000000 Penalty: 3760.395996
	Iteration 17Q: 3 clusters Score -1.373397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13734003.000000 Penalty: 3760.395996
	Iteration 18Q: 3 clusters Score -1.3734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13734022.000000 Penalty: 3760.395996
	Iteration 19Q: 3 clusters Score -1.373402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13734029.000000 Penalty: 3760.395996
	Iteration 20F: 3 clusters Score -1.373403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13734040.000000 Penalty: 3760.395996
	Iteration 21Q: 3 clusters Score -1.373404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13734045.000000 Penalty: 3760.395996
	Iteration 22Q: 3 clusters Score -1.373404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13734045.000000 Penalty: 3760.395996
	Iteration 23Q: 3 clusters Score -1.373404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105670 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13734045.000000 Penalty: 3760.395996
	Iteration 24Q: 3 clusters Score -1.373404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105669 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13734047.000000 Penalty: 3760.395996
	Iteration 25Q: 3 clusters Score -1.373405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105669 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13734047.000000 Penalty: 3760.395996
	Iteration 26F: 3 clusters Score -1.373405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -67147.343750 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -67147.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66120.625000 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -66120.62 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66552.171875 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -66552.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66705.734375 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -66705.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66824.976562 Penalty: 2097.939697
	Iteration 3F: 3 clusters Score -66824.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66939.148438 Penalty: 2097.939697
	Iteration 4F: 3 clusters Score -66939.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67094.976562 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -67094.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67168.601562 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -67168.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67217.171875 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -67217.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67254.640625 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -67254.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67277.359375 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -67277.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67296.578125 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -67296.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67328.421875 Penalty: 2097.939697
	Iteration 11Q: 3 clusters Score -67328.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67345.570312 Penalty: 2097.939697
	Iteration 12Q: 3 clusters Score -67345.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67354.765625 Penalty: 2097.939697
	Iteration 13Q: 3 clusters Score -67354.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67367.406250 Penalty: 2097.939697
	Iteration 14F: 3 clusters Score -67367.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67406.046875 Penalty: 2097.939697
	Iteration 15Q: 3 clusters Score -67406.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67426.195312 Penalty: 2097.939697
	Iteration 16Q: 3 clusters Score -67426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67450.304688 Penalty: 2097.939697
	Iteration 17Q: 3 clusters Score -67450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67454.796875 Penalty: 2097.939697
	Iteration 18Q: 3 clusters Score -67454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67454.796875 Penalty: 2097.939697
	Iteration 19F: 3 clusters Score -67454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97600 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 120577 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 120311 members 
Mstep: Class 10 contains 15693 members 
Mstep: Class 11 contains 32527 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23692 members 
Mstep: Class 14 contains 1961 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 28092 members 
Entering Unmasked Estep 
Score: -72796584.000000 Penalty: 40969.332031
Splitting cluster 6 changes total score from -72798184.000000 to -72796584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (120577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Entering Unmasked Estep 
Score: -15365297.000000 Penalty: 1901.257080
	Iteration 0F: 2 clusters Score -1.53653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -15291751.000000 Penalty: 3802.514160
	Iteration 0F: 3 clusters Score -1.529175e+07 nChanged 57938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -15325782.000000 Penalty: 3802.514160
	Iteration 1F: 3 clusters Score -1.532578e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -15326892.000000 Penalty: 3802.514160
	Iteration 2Q: 3 clusters Score -1.532689e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -15328546.000000 Penalty: 3802.514160
	Iteration 3Q: 3 clusters Score -1.532855e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -15330579.000000 Penalty: 3802.514160
	Iteration 4Q: 3 clusters Score -1.533058e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -15333550.000000 Penalty: 3802.514160
	Iteration 5Q: 3 clusters Score -1.533355e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -15337369.000000 Penalty: 3802.514160
	Iteration 6F: 3 clusters Score -1.533737e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -15341977.000000 Penalty: 3802.514160
	Iteration 7F: 3 clusters Score -1.534198e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -15346101.000000 Penalty: 3802.514160
	Iteration 8F: 3 clusters Score -1.53461e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -15349826.000000 Penalty: 3802.514160
	Iteration 9F: 3 clusters Score -1.534983e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
Score: -15352966.000000 Penalty: 3802.514160
	Iteration 10Q: 3 clusters Score -1.535297e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -15355562.000000 Penalty: 3802.514160
	Iteration 11Q: 3 clusters Score -1.535556e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 100037 members 
Entering Unmasked Estep 
Score: -15357619.000000 Penalty: 3802.514160
	Iteration 12Q: 3 clusters Score -1.535762e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -15359104.000000 Penalty: 3802.514160
	Iteration 13Q: 3 clusters Score -1.53591e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -15360350.000000 Penalty: 3802.514160
	Iteration 14Q: 3 clusters Score -1.536035e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 106387 members 
Entering Unmasked Estep 
Score: -15361319.000000 Penalty: 3802.514160
	Iteration 15Q: 3 clusters Score -1.536132e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 107869 members 
Entering Unmasked Estep 
Score: -15362132.000000 Penalty: 3802.514160
	Iteration 16Q: 3 clusters Score -1.536213e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 109162 members 
Entering Unmasked Estep 
Score: -15362724.000000 Penalty: 3802.514160
	Iteration 17Q: 3 clusters Score -1.536272e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 110367 members 
Entering Unmasked Estep 
Score: -15363270.000000 Penalty: 3802.514160
	Iteration 18Q: 3 clusters Score -1.536327e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 111381 members 
Entering Unmasked Estep 
Score: -15363553.000000 Penalty: 3802.514160
	Iteration 19Q: 3 clusters Score -1.536355e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 112235 members 
Entering Unmasked Estep 
Score: -15363799.000000 Penalty: 3802.514160
	Iteration 20F: 3 clusters Score -1.53638e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 112960 members 
Entering Unmasked Estep 
Score: -15363947.000000 Penalty: 3802.514160
	Iteration 21Q: 3 clusters Score -1.536395e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -15364052.000000 Penalty: 3802.514160
	Iteration 22Q: 3 clusters Score -1.536405e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -15364170.000000 Penalty: 3802.514160
	Iteration 23Q: 3 clusters Score -1.536417e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
Score: -15364286.000000 Penalty: 3802.514160
	Iteration 24Q: 3 clusters Score -1.536429e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -15364351.000000 Penalty: 3802.514160
	Iteration 25Q: 3 clusters Score -1.536435e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -15364422.000000 Penalty: 3802.514160
	Iteration 26Q: 3 clusters Score -1.536442e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -15364511.000000 Penalty: 3802.514160
	Iteration 27Q: 3 clusters Score -1.536451e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -15364543.000000 Penalty: 3802.514160
	Iteration 28Q: 3 clusters Score -1.536454e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 116272 members 
Entering Unmasked Estep 
Score: -15364590.000000 Penalty: 3802.514160
	Iteration 29Q: 3 clusters Score -1.536459e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 116514 members 
Entering Unmasked Estep 
Score: -15364601.000000 Penalty: 3802.514160
	Iteration 30Q: 3 clusters Score -1.53646e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 116729 members 
Entering Unmasked Estep 
Score: -15364582.000000 Penalty: 3802.514160
	Iteration 31Q: 3 clusters Score -1.536458e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -15364565.000000 Penalty: 3802.514160
	Iteration 32Q: 3 clusters Score -1.536456e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 117072 members 
Entering Unmasked Estep 
Score: -15364548.000000 Penalty: 3802.514160
	Iteration 33Q: 3 clusters Score -1.536455e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 117223 members 
Entering Unmasked Estep 
Score: -15364556.000000 Penalty: 3802.514160
	Iteration 34Q: 3 clusters Score -1.536456e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 117346 members 
Entering Unmasked Estep 
Score: -15364566.000000 Penalty: 3802.514160
	Iteration 35Q: 3 clusters Score -1.536457e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 117461 members 
Entering Unmasked Estep 
Score: -15364564.000000 Penalty: 3802.514160
	Iteration 36Q: 3 clusters Score -1.536456e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -15364590.000000 Penalty: 3802.514160
	Iteration 37Q: 3 clusters Score -1.536459e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 117655 members 
Entering Unmasked Estep 
Score: -15364593.000000 Penalty: 3802.514160
	Iteration 38Q: 3 clusters Score -1.536459e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -15364591.000000 Penalty: 3802.514160
	Iteration 39Q: 3 clusters Score -1.536459e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 117792 members 
Entering Unmasked Estep 
Score: -15364589.000000 Penalty: 3802.514160
	Iteration 40F: 3 clusters Score -1.536459e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 117858 members 
Entering Unmasked Estep 
Score: -15364579.000000 Penalty: 3802.514160
	Iteration 41Q: 3 clusters Score -1.536458e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -15364567.000000 Penalty: 3802.514160
	Iteration 42Q: 3 clusters Score -1.536457e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -15364570.000000 Penalty: 3802.514160
	Iteration 43Q: 3 clusters Score -1.536457e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 118003 members 
Entering Unmasked Estep 
Score: -15364562.000000 Penalty: 3802.514160
	Iteration 44Q: 3 clusters Score -1.536456e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 118050 members 
Entering Unmasked Estep 
Score: -15364594.000000 Penalty: 3802.514160
	Iteration 45Q: 3 clusters Score -1.536459e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 118090 members 
Entering Unmasked Estep 
Score: -15364573.000000 Penalty: 3802.514160
	Iteration 46Q: 3 clusters Score -1.536457e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -15364589.000000 Penalty: 3802.514160
	Iteration 47Q: 3 clusters Score -1.536459e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 118175 members 
Entering Unmasked Estep 
Score: -15364593.000000 Penalty: 3802.514160
	Iteration 48Q: 3 clusters Score -1.536459e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 118218 members 
Entering Unmasked Estep 
Score: -15364582.000000 Penalty: 3802.514160
	Iteration 49Q: 3 clusters Score -1.536458e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -15364560.000000 Penalty: 3802.514160
	Iteration 50Q: 3 clusters Score -1.536456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -15364582.000000 Penalty: 3802.514160
	Iteration 51Q: 3 clusters Score -1.536458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 118333 members 
Entering Unmasked Estep 
Score: -15364578.000000 Penalty: 3802.514160
	Iteration 52Q: 3 clusters Score -1.536458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 118353 members 
Entering Unmasked Estep 
Score: -15364584.000000 Penalty: 3802.514160
	Iteration 53Q: 3 clusters Score -1.536458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 118369 members 
Entering Unmasked Estep 
Score: -15364579.000000 Penalty: 3802.514160
	Iteration 54Q: 3 clusters Score -1.536458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 118389 members 
Entering Unmasked Estep 
Score: -15364566.000000 Penalty: 3802.514160
	Iteration 55Q: 3 clusters Score -1.536457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -15364582.000000 Penalty: 3802.514160
	Iteration 56Q: 3 clusters Score -1.536458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 118432 members 
Entering Unmasked Estep 
Score: -15364583.000000 Penalty: 3802.514160
	Iteration 57Q: 3 clusters Score -1.536458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 118460 members 
Entering Unmasked Estep 
Score: -15364574.000000 Penalty: 3802.514160
	Iteration 58Q: 3 clusters Score -1.536457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -15364569.000000 Penalty: 3802.514160
	Iteration 59Q: 3 clusters Score -1.536457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 118487 members 
Entering Unmasked Estep 
Score: -15364566.000000 Penalty: 3802.514160
	Iteration 60F: 3 clusters Score -1.536457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 118495 members 
Entering Unmasked Estep 
Score: -15364563.000000 Penalty: 3802.514160
	Iteration 61Q: 3 clusters Score -1.536456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 118501 members 
Entering Unmasked Estep 
Score: -15364568.000000 Penalty: 3802.514160
	Iteration 62Q: 3 clusters Score -1.536457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 118505 members 
Entering Unmasked Estep 
Score: -15364559.000000 Penalty: 3802.514160
	Iteration 63Q: 3 clusters Score -1.536456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -15364549.000000 Penalty: 3802.514160
	Iteration 64Q: 3 clusters Score -1.536455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 118515 members 
Entering Unmasked Estep 
Score: -15364548.000000 Penalty: 3802.514160
	Iteration 65Q: 3 clusters Score -1.536455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -15364544.000000 Penalty: 3802.514160
	Iteration 66Q: 3 clusters Score -1.536454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -15364556.000000 Penalty: 3802.514160
	Iteration 67Q: 3 clusters Score -1.536456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -15364548.000000 Penalty: 3802.514160
	Iteration 68Q: 3 clusters Score -1.536455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -15364548.000000 Penalty: 3802.514160
	Iteration 69F: 3 clusters Score -1.536455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -272590.593750 Penalty: 1247.728027
	Iteration 0F: 2 clusters Score -272590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -270391.343750 Penalty: 2495.456055
	Iteration 0F: 3 clusters Score -270391.3 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -270899.437500 Penalty: 2495.456055
	Iteration 1F: 3 clusters Score -270899.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -271004.406250 Penalty: 2495.456055
	Iteration 2F: 3 clusters Score -271004.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -271078.718750 Penalty: 2495.456055
	Iteration 3Q: 3 clusters Score -271078.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -271135.000000 Penalty: 2495.456055
	Iteration 4Q: 3 clusters Score -271135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -271191.562500 Penalty: 2495.456055
	Iteration 5Q: 3 clusters Score -271191.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -271242.187500 Penalty: 2495.456055
	Iteration 6Q: 3 clusters Score -271242.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -271288.125000 Penalty: 2495.456055
	Iteration 7Q: 3 clusters Score -271288.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -271325.593750 Penalty: 2495.456055
	Iteration 8Q: 3 clusters Score -271325.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -271347.437500 Penalty: 2495.456055
	Iteration 9Q: 3 clusters Score -271347.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -271368.531250 Penalty: 2495.456055
	Iteration 10Q: 3 clusters Score -271368.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -271387.156250 Penalty: 2495.456055
	Iteration 11Q: 3 clusters Score -271387.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -271409.687500 Penalty: 2495.456055
	Iteration 12Q: 3 clusters Score -271409.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -271426.718750 Penalty: 2495.456055
	Iteration 13Q: 3 clusters Score -271426.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -271445.031250 Penalty: 2495.456055
	Iteration 14Q: 3 clusters Score -271445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -271459.687500 Penalty: 2495.456055
	Iteration 15Q: 3 clusters Score -271459.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -271474.656250 Penalty: 2495.456055
	Iteration 16Q: 3 clusters Score -271474.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -271489.031250 Penalty: 2495.456055
	Iteration 17Q: 3 clusters Score -271489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -271506.718750 Penalty: 2495.456055
	Iteration 18Q: 3 clusters Score -271506.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -271525.625000 Penalty: 2495.456055
	Iteration 19Q: 3 clusters Score -271525.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -271540.062500 Penalty: 2495.456055
	Iteration 20F: 3 clusters Score -271540.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -271547.500000 Penalty: 2495.456055
	Iteration 21Q: 3 clusters Score -271547.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -271550.687500 Penalty: 2495.456055
	Iteration 22Q: 3 clusters Score -271550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -271551.812500 Penalty: 2495.456055
	Iteration 23Q: 3 clusters Score -271551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -271552.843750 Penalty: 2495.456055
	Iteration 24Q: 3 clusters Score -271552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -271553.000000 Penalty: 2495.456055
	Iteration 25Q: 3 clusters Score -271553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -271553.781250 Penalty: 2495.456055
	Iteration 26Q: 3 clusters Score -271553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -271554.593750 Penalty: 2495.456055
	Iteration 27Q: 3 clusters Score -271554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -271554.593750 Penalty: 2495.456055
	Iteration 28F: 3 clusters Score -271554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (120311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120311 members 
Entering Unmasked Estep 
Score: -15337942.000000 Penalty: 1900.898193
	Iteration 0F: 2 clusters Score -1.533794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -15271798.000000 Penalty: 3801.796387
	Iteration 0F: 3 clusters Score -1.52718e+07 nChanged 57744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -15307595.000000 Penalty: 3801.796387
	Iteration 1F: 3 clusters Score -1.53076e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -15311488.000000 Penalty: 3801.796387
	Iteration 2F: 3 clusters Score -1.531149e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -15317919.000000 Penalty: 3801.796387
	Iteration 3F: 3 clusters Score -1.531792e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -15326702.000000 Penalty: 3801.796387
	Iteration 4F: 3 clusters Score -1.53267e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103224 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -15335397.000000 Penalty: 3801.796387
	Iteration 5F: 3 clusters Score -1.53354e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -15338774.000000 Penalty: 3801.796387
	Iteration 6F: 3 clusters Score -1.533877e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115353 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -15338800.000000 Penalty: 3801.796387
	Iteration 7Q: 3 clusters Score -1.53388e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117597 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -15338152.000000 Penalty: 3801.796387
	Iteration 8Q: 3 clusters Score -1.533815e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118608 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -15337692.000000 Penalty: 3801.796387
	Iteration 9Q: 3 clusters Score -1.533769e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119066 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -15337494.000000 Penalty: 3801.796387
	Iteration 10Q: 3 clusters Score -1.533749e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119295 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15337363.000000 Penalty: 3801.796387
	Iteration 11Q: 3 clusters Score -1.533736e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119400 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15337370.000000 Penalty: 3801.796387
	Iteration 12Q: 3 clusters Score -1.533737e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -15337359.000000 Penalty: 3801.796387
	Iteration 13Q: 3 clusters Score -1.533736e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119504 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -15337337.000000 Penalty: 3801.796387
	Iteration 14Q: 3 clusters Score -1.533734e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119514 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -15337340.000000 Penalty: 3801.796387
	Iteration 15Q: 3 clusters Score -1.533734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119517 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15337369.000000 Penalty: 3801.796387
	Iteration 16Q: 3 clusters Score -1.533737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119517 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15337402.000000 Penalty: 3801.796387
	Iteration 17Q: 3 clusters Score -1.53374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -15337411.000000 Penalty: 3801.796387
	Iteration 18Q: 3 clusters Score -1.533741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119516 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -15337428.000000 Penalty: 3801.796387
	Iteration 19Q: 3 clusters Score -1.533743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119513 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15337408.000000 Penalty: 3801.796387
	Iteration 20F: 3 clusters Score -1.533741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -15337418.000000 Penalty: 3801.796387
	Iteration 21Q: 3 clusters Score -1.533742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -15337425.000000 Penalty: 3801.796387
	Iteration 22Q: 3 clusters Score -1.533742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15337431.000000 Penalty: 3801.796387
	Iteration 23Q: 3 clusters Score -1.533743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -15337431.000000 Penalty: 3801.796387
	Iteration 24Q: 3 clusters Score -1.533743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -15337436.000000 Penalty: 3801.796387
	Iteration 25Q: 3 clusters Score -1.533744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119506 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -15337433.000000 Penalty: 3801.796387
	Iteration 26Q: 3 clusters Score -1.533743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119503 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -15337427.000000 Penalty: 3801.796387
	Iteration 27Q: 3 clusters Score -1.533743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -15337437.000000 Penalty: 3801.796387
	Iteration 28Q: 3 clusters Score -1.533744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119499 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15337437.000000 Penalty: 3801.796387
	Iteration 29Q: 3 clusters Score -1.533744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119497 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15337428.000000 Penalty: 3801.796387
	Iteration 30Q: 3 clusters Score -1.533743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119494 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -15337442.000000 Penalty: 3801.796387
	Iteration 31Q: 3 clusters Score -1.533744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119495 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -15337440.000000 Penalty: 3801.796387
	Iteration 32Q: 3 clusters Score -1.533744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119495 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -15337440.000000 Penalty: 3801.796387
	Iteration 33F: 3 clusters Score -1.533744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Entering Unmasked Estep 
Score: -2027579.250000 Penalty: 1569.907593
	Iteration 0F: 2 clusters Score -2027579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2016639.125000 Penalty: 3139.815186
	Iteration 0F: 3 clusters Score -2016639 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2020495.750000 Penalty: 3139.815186
	Iteration 1F: 3 clusters Score -2020496 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2020809.000000 Penalty: 3139.815186
	Iteration 2F: 3 clusters Score -2020809 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2021161.500000 Penalty: 3139.815186
	Iteration 3F: 3 clusters Score -2021162 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2021614.000000 Penalty: 3139.815186
	Iteration 4F: 3 clusters Score -2021614 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2022213.500000 Penalty: 3139.815186
	Iteration 5F: 3 clusters Score -2022214 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2023031.875000 Penalty: 3139.815186
	Iteration 6F: 3 clusters Score -2023032 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2023943.625000 Penalty: 3139.815186
	Iteration 7F: 3 clusters Score -2023944 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2024821.500000 Penalty: 3139.815186
	Iteration 8F: 3 clusters Score -2024822 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2025474.500000 Penalty: 3139.815186
	Iteration 9Q: 3 clusters Score -2025474 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2025801.625000 Penalty: 3139.815186
	Iteration 10Q: 3 clusters Score -2025802 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2025999.125000 Penalty: 3139.815186
	Iteration 11Q: 3 clusters Score -2025999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2026081.875000 Penalty: 3139.815186
	Iteration 12Q: 3 clusters Score -2026082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2026125.000000 Penalty: 3139.815186
	Iteration 13Q: 3 clusters Score -2026125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2026145.625000 Penalty: 3139.815186
	Iteration 14Q: 3 clusters Score -2026146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2026160.375000 Penalty: 3139.815186
	Iteration 15Q: 3 clusters Score -2026160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2026171.125000 Penalty: 3139.815186
	Iteration 16Q: 3 clusters Score -2026171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2026184.000000 Penalty: 3139.815186
	Iteration 17Q: 3 clusters Score -2026184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2026199.625000 Penalty: 3139.815186
	Iteration 18Q: 3 clusters Score -2026200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2026205.125000 Penalty: 3139.815186
	Iteration 19Q: 3 clusters Score -2026205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2026212.000000 Penalty: 3139.815186
	Iteration 20F: 3 clusters Score -2026212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2026222.125000 Penalty: 3139.815186
	Iteration 21Q: 3 clusters Score -2026222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2026224.750000 Penalty: 3139.815186
	Iteration 22Q: 3 clusters Score -2026225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2026224.875000 Penalty: 3139.815186
	Iteration 23Q: 3 clusters Score -2026225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2026224.875000 Penalty: 3139.815186
	Iteration 24F: 3 clusters Score -2026225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Entering Unmasked Estep 
Score: -4194768.000000 Penalty: 1688.346680
	Iteration 0F: 2 clusters Score -4194768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4172925.250000 Penalty: 3376.693359
	Iteration 0F: 3 clusters Score -4172925 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4181236.000000 Penalty: 3376.693359
	Iteration 1F: 3 clusters Score -4181236 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4181625.750000 Penalty: 3376.693359
	Iteration 2Q: 3 clusters Score -4181626 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4181986.250000 Penalty: 3376.693359
	Iteration 3Q: 3 clusters Score -4181986 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4182486.250000 Penalty: 3376.693359
	Iteration 4Q: 3 clusters Score -4182486 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4183041.750000 Penalty: 3376.693359
	Iteration 5Q: 3 clusters Score -4183042 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4183821.500000 Penalty: 3376.693359
	Iteration 6Q: 3 clusters Score -4183822 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4184779.000000 Penalty: 3376.693359
	Iteration 7Q: 3 clusters Score -4184779 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4186033.750000 Penalty: 3376.693359
	Iteration 8F: 3 clusters Score -4186034 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -4187527.000000 Penalty: 3376.693359
	Iteration 9F: 3 clusters Score -4187527 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4188794.750000 Penalty: 3376.693359
	Iteration 10F: 3 clusters Score -4188795 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4189593.750000 Penalty: 3376.693359
	Iteration 11Q: 3 clusters Score -4189594 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4190107.250000 Penalty: 3376.693359
	Iteration 12Q: 3 clusters Score -4190107 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4190417.000000 Penalty: 3376.693359
	Iteration 13Q: 3 clusters Score -4190417 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4190690.500000 Penalty: 3376.693359
	Iteration 14Q: 3 clusters Score -4190690 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4190944.000000 Penalty: 3376.693359
	Iteration 15Q: 3 clusters Score -4190944 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4191179.500000 Penalty: 3376.693359
	Iteration 16Q: 3 clusters Score -4191180 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4191441.750000 Penalty: 3376.693359
	Iteration 17Q: 3 clusters Score -4191442 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4191646.250000 Penalty: 3376.693359
	Iteration 18Q: 3 clusters Score -4191646 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -4191815.000000 Penalty: 3376.693359
	Iteration 19Q: 3 clusters Score -4191815 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4191926.250000 Penalty: 3376.693359
	Iteration 20F: 3 clusters Score -4191926 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4191992.500000 Penalty: 3376.693359
	Iteration 21Q: 3 clusters Score -4191992 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -4192024.500000 Penalty: 3376.693359
	Iteration 22Q: 3 clusters Score -4192024 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4192067.250000 Penalty: 3376.693359
	Iteration 23Q: 3 clusters Score -4192067 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4192087.250000 Penalty: 3376.693359
	Iteration 24Q: 3 clusters Score -4192087 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4192101.750000 Penalty: 3376.693359
	Iteration 25Q: 3 clusters Score -4192102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4192117.250000 Penalty: 3376.693359
	Iteration 26Q: 3 clusters Score -4192117 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4192115.750000 Penalty: 3376.693359
	Iteration 27Q: 3 clusters Score -4192116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4192114.250000 Penalty: 3376.693359
	Iteration 28Q: 3 clusters Score -4192114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -4192124.000000 Penalty: 3376.693359
	Iteration 29Q: 3 clusters Score -4192124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4192129.250000 Penalty: 3376.693359
	Iteration 30Q: 3 clusters Score -4192129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -4192131.500000 Penalty: 3376.693359
	Iteration 31Q: 3 clusters Score -4192132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -4192124.750000 Penalty: 3376.693359
	Iteration 32Q: 3 clusters Score -4192125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -4192127.000000 Penalty: 3376.693359
	Iteration 33Q: 3 clusters Score -4192127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4192121.500000 Penalty: 3376.693359
	Iteration 34Q: 3 clusters Score -4192122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -4192126.750000 Penalty: 3376.693359
	Iteration 35Q: 3 clusters Score -4192127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -4192122.750000 Penalty: 3376.693359
	Iteration 36Q: 3 clusters Score -4192123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4192125.250000 Penalty: 3376.693359
	Iteration 37Q: 3 clusters Score -4192125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4192120.250000 Penalty: 3376.693359
	Iteration 38Q: 3 clusters Score -4192120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -4192117.000000 Penalty: 3376.693359
	Iteration 39Q: 3 clusters Score -4192117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4192118.750000 Penalty: 3376.693359
	Iteration 40F: 3 clusters Score -4192119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4192117.000000 Penalty: 3376.693359
	Iteration 41Q: 3 clusters Score -4192117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4192115.000000 Penalty: 3376.693359
	Iteration 42Q: 3 clusters Score -4192115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4192119.250000 Penalty: 3376.693359
	Iteration 43Q: 3 clusters Score -4192119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4192115.250000 Penalty: 3376.693359
	Iteration 44Q: 3 clusters Score -4192115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4192116.750000 Penalty: 3376.693359
	Iteration 45Q: 3 clusters Score -4192117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -4192115.250000 Penalty: 3376.693359
	Iteration 46Q: 3 clusters Score -4192115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -4192122.250000 Penalty: 3376.693359
	Iteration 47Q: 3 clusters Score -4192122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -4192118.000000 Penalty: 3376.693359
	Iteration 48Q: 3 clusters Score -4192118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4192118.500000 Penalty: 3376.693359
	Iteration 49Q: 3 clusters Score -4192118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4192119.000000 Penalty: 3376.693359
	Iteration 50Q: 3 clusters Score -4192119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -4192120.250000 Penalty: 3376.693359
	Iteration 51Q: 3 clusters Score -4192120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4192116.000000 Penalty: 3376.693359
	Iteration 52Q: 3 clusters Score -4192116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4192118.000000 Penalty: 3376.693359
	Iteration 53Q: 3 clusters Score -4192118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4192118.000000 Penalty: 3376.693359
	Iteration 54F: 3 clusters Score -4192118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -269639.343750 Penalty: 1250.634521
	Iteration 0F: 2 clusters Score -269639.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -267444.968750 Penalty: 2501.269043
	Iteration 0F: 3 clusters Score -267445 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -268008.562500 Penalty: 2501.269043
	Iteration 1F: 3 clusters Score -268008.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -268228.625000 Penalty: 2501.269043
	Iteration 2F: 3 clusters Score -268228.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -268424.812500 Penalty: 2501.269043
	Iteration 3F: 3 clusters Score -268424.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -268563.375000 Penalty: 2501.269043
	Iteration 4F: 3 clusters Score -268563.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -268668.968750 Penalty: 2501.269043
	Iteration 5F: 3 clusters Score -268669 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -268744.906250 Penalty: 2501.269043
	Iteration 6Q: 3 clusters Score -268744.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -268791.687500 Penalty: 2501.269043
	Iteration 7Q: 3 clusters Score -268791.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -268829.531250 Penalty: 2501.269043
	Iteration 8Q: 3 clusters Score -268829.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -268867.750000 Penalty: 2501.269043
	Iteration 9Q: 3 clusters Score -268867.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -268905.750000 Penalty: 2501.269043
	Iteration 10Q: 3 clusters Score -268905.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -268925.125000 Penalty: 2501.269043
	Iteration 11Q: 3 clusters Score -268925.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -268946.843750 Penalty: 2501.269043
	Iteration 12Q: 3 clusters Score -268946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -268954.531250 Penalty: 2501.269043
	Iteration 13Q: 3 clusters Score -268954.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -268958.718750 Penalty: 2501.269043
	Iteration 14Q: 3 clusters Score -268958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -268963.437500 Penalty: 2501.269043
	Iteration 15Q: 3 clusters Score -268963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -268970.125000 Penalty: 2501.269043
	Iteration 16Q: 3 clusters Score -268970.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -268974.781250 Penalty: 2501.269043
	Iteration 17Q: 3 clusters Score -268974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -268977.562500 Penalty: 2501.269043
	Iteration 18Q: 3 clusters Score -268977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -268978.062500 Penalty: 2501.269043
	Iteration 19Q: 3 clusters Score -268978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -268978.781250 Penalty: 2501.269043
	Iteration 20F: 3 clusters Score -268978.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Entering Unmasked Estep 
Score: -3059445.250000 Penalty: 1636.845093
	Iteration 0F: 2 clusters Score -3059445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3043459.000000 Penalty: 3273.690186
	Iteration 0F: 3 clusters Score -3043459 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3049095.750000 Penalty: 3273.690186
	Iteration 1F: 3 clusters Score -3049096 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3049373.750000 Penalty: 3273.690186
	Iteration 2Q: 3 clusters Score -3049374 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3049586.750000 Penalty: 3273.690186
	Iteration 3Q: 3 clusters Score -3049587 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3049830.250000 Penalty: 3273.690186
	Iteration 4Q: 3 clusters Score -3049830 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3050095.500000 Penalty: 3273.690186
	Iteration 5Q: 3 clusters Score -3050096 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3050429.000000 Penalty: 3273.690186
	Iteration 6Q: 3 clusters Score -3050429 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3050908.250000 Penalty: 3273.690186
	Iteration 7Q: 3 clusters Score -3050908 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3051687.500000 Penalty: 3273.690186
	Iteration 8F: 3 clusters Score -3051688 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3052865.500000 Penalty: 3273.690186
	Iteration 9F: 3 clusters Score -3052866 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3054458.500000 Penalty: 3273.690186
	Iteration 10F: 3 clusters Score -3054458 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3056044.000000 Penalty: 3273.690186
	Iteration 11F: 3 clusters Score -3056044 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3057106.250000 Penalty: 3273.690186
	Iteration 12Q: 3 clusters Score -3057106 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3057672.000000 Penalty: 3273.690186
	Iteration 13Q: 3 clusters Score -3057672 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3057923.750000 Penalty: 3273.690186
	Iteration 14Q: 3 clusters Score -3057924 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3058022.500000 Penalty: 3273.690186
	Iteration 15Q: 3 clusters Score -3058022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3058082.250000 Penalty: 3273.690186
	Iteration 16Q: 3 clusters Score -3058082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3058127.000000 Penalty: 3273.690186
	Iteration 17Q: 3 clusters Score -3058127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3058153.500000 Penalty: 3273.690186
	Iteration 18Q: 3 clusters Score -3058154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3058175.750000 Penalty: 3273.690186
	Iteration 19Q: 3 clusters Score -3058176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3058186.250000 Penalty: 3273.690186
	Iteration 20F: 3 clusters Score -3058186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3058205.250000 Penalty: 3273.690186
	Iteration 21Q: 3 clusters Score -3058205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3058213.500000 Penalty: 3273.690186
	Iteration 22Q: 3 clusters Score -3058214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3058220.000000 Penalty: 3273.690186
	Iteration 23Q: 3 clusters Score -3058220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3058224.500000 Penalty: 3273.690186
	Iteration 24Q: 3 clusters Score -3058224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3058225.250000 Penalty: 3273.690186
	Iteration 25Q: 3 clusters Score -3058225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3058223.500000 Penalty: 3273.690186
	Iteration 26Q: 3 clusters Score -3058224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3058227.250000 Penalty: 3273.690186
	Iteration 27Q: 3 clusters Score -3058227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3058228.250000 Penalty: 3273.690186
	Iteration 28Q: 3 clusters Score -3058228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3058231.000000 Penalty: 3273.690186
	Iteration 29Q: 3 clusters Score -3058231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3058229.000000 Penalty: 3273.690186
	Iteration 30Q: 3 clusters Score -3058229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3058232.500000 Penalty: 3273.690186
	Iteration 31Q: 3 clusters Score -3058232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3058231.500000 Penalty: 3273.690186
	Iteration 32Q: 3 clusters Score -3058232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3058232.750000 Penalty: 3273.690186
	Iteration 33Q: 3 clusters Score -3058233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3058231.000000 Penalty: 3273.690186
	Iteration 34Q: 3 clusters Score -3058231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3058235.250000 Penalty: 3273.690186
	Iteration 35Q: 3 clusters Score -3058235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3058235.250000 Penalty: 3273.690186
	Iteration 36F: 3 clusters Score -3058235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -251781.781250 Penalty: 1231.946533
	Iteration 0F: 2 clusters Score -251781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -249690.593750 Penalty: 2463.893066
	Iteration 0F: 3 clusters Score -249690.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -250115.546875 Penalty: 2463.893066
	Iteration 1F: 3 clusters Score -250115.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -250255.046875 Penalty: 2463.893066
	Iteration 2F: 3 clusters Score -250255 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -250317.671875 Penalty: 2463.893066
	Iteration 3F: 3 clusters Score -250317.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -250348.218750 Penalty: 2463.893066
	Iteration 4Q: 3 clusters Score -250348.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -250363.140625 Penalty: 2463.893066
	Iteration 5Q: 3 clusters Score -250363.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -250373.125000 Penalty: 2463.893066
	Iteration 6Q: 3 clusters Score -250373.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250380.437500 Penalty: 2463.893066
	Iteration 7Q: 3 clusters Score -250380.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250384.781250 Penalty: 2463.893066
	Iteration 8Q: 3 clusters Score -250384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250388.125000 Penalty: 2463.893066
	Iteration 9Q: 3 clusters Score -250388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -250394.359375 Penalty: 2463.893066
	Iteration 10Q: 3 clusters Score -250394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -250400.890625 Penalty: 2463.893066
	Iteration 11Q: 3 clusters Score -250400.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -250404.421875 Penalty: 2463.893066
	Iteration 12Q: 3 clusters Score -250404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -250406.546875 Penalty: 2463.893066
	Iteration 13Q: 3 clusters Score -250406.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -250410.156250 Penalty: 2463.893066
	Iteration 14Q: 3 clusters Score -250410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -250412.500000 Penalty: 2463.893066
	Iteration 15Q: 3 clusters Score -250412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -250413.281250 Penalty: 2463.893066
	Iteration 16Q: 3 clusters Score -250413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -250413.468750 Penalty: 2463.893066
	Iteration 17Q: 3 clusters Score -250413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -250414.156250 Penalty: 2463.893066
	Iteration 18Q: 3 clusters Score -250414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -250414.156250 Penalty: 2463.893066
	Iteration 19F: 3 clusters Score -250414.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -628034.875000 Penalty: 1380.428955
	Iteration 0F: 2 clusters Score -628034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -624108.812500 Penalty: 2760.857910
	Iteration 0F: 3 clusters Score -624108.8 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -625142.187500 Penalty: 2760.857910
	Iteration 1F: 3 clusters Score -625142.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -625293.187500 Penalty: 2760.857910
	Iteration 2F: 3 clusters Score -625293.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -625382.875000 Penalty: 2760.857910
	Iteration 3Q: 3 clusters Score -625382.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -625447.125000 Penalty: 2760.857910
	Iteration 4Q: 3 clusters Score -625447.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -625498.562500 Penalty: 2760.857910
	Iteration 5Q: 3 clusters Score -625498.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -625537.500000 Penalty: 2760.857910
	Iteration 6Q: 3 clusters Score -625537.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -625567.562500 Penalty: 2760.857910
	Iteration 7Q: 3 clusters Score -625567.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -625588.062500 Penalty: 2760.857910
	Iteration 8Q: 3 clusters Score -625588.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -625602.062500 Penalty: 2760.857910
	Iteration 9Q: 3 clusters Score -625602.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -625615.312500 Penalty: 2760.857910
	Iteration 10Q: 3 clusters Score -625615.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -625628.187500 Penalty: 2760.857910
	Iteration 11Q: 3 clusters Score -625628.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -625639.250000 Penalty: 2760.857910
	Iteration 12Q: 3 clusters Score -625639.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -625649.937500 Penalty: 2760.857910
	Iteration 13Q: 3 clusters Score -625649.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -625657.187500 Penalty: 2760.857910
	Iteration 14Q: 3 clusters Score -625657.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -625668.187500 Penalty: 2760.857910
	Iteration 15Q: 3 clusters Score -625668.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -625676.125000 Penalty: 2760.857910
	Iteration 16Q: 3 clusters Score -625676.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -625682.000000 Penalty: 2760.857910
	Iteration 17Q: 3 clusters Score -625682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -625688.250000 Penalty: 2760.857910
	Iteration 18Q: 3 clusters Score -625688.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -625695.687500 Penalty: 2760.857910
	Iteration 19Q: 3 clusters Score -625695.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -625703.875000 Penalty: 2760.857910
	Iteration 20F: 3 clusters Score -625703.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -625715.750000 Penalty: 2760.857910
	Iteration 21Q: 3 clusters Score -625715.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -625722.750000 Penalty: 2760.857910
	Iteration 22Q: 3 clusters Score -625722.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -625731.625000 Penalty: 2760.857910
	Iteration 23Q: 3 clusters Score -625731.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -625742.187500 Penalty: 2760.857910
	Iteration 24Q: 3 clusters Score -625742.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -625760.375000 Penalty: 2760.857910
	Iteration 25Q: 3 clusters Score -625760.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -625774.250000 Penalty: 2760.857910
	Iteration 26Q: 3 clusters Score -625774.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -625785.937500 Penalty: 2760.857910
	Iteration 27Q: 3 clusters Score -625785.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -625795.125000 Penalty: 2760.857910
	Iteration 28Q: 3 clusters Score -625795.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -625806.000000 Penalty: 2760.857910
	Iteration 29Q: 3 clusters Score -625806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -625818.812500 Penalty: 2760.857910
	Iteration 30Q: 3 clusters Score -625818.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -625832.375000 Penalty: 2760.857910
	Iteration 31Q: 3 clusters Score -625832.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -625861.125000 Penalty: 2760.857910
	Iteration 32Q: 3 clusters Score -625861.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -625887.187500 Penalty: 2760.857910
	Iteration 33Q: 3 clusters Score -625887.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -625913.875000 Penalty: 2760.857910
	Iteration 34Q: 3 clusters Score -625913.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -625947.000000 Penalty: 2760.857910
	Iteration 35Q: 3 clusters Score -625947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -625991.750000 Penalty: 2760.857910
	Iteration 36Q: 3 clusters Score -625991.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -626027.625000 Penalty: 2760.857910
	Iteration 37Q: 3 clusters Score -626027.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -626057.687500 Penalty: 2760.857910
	Iteration 38Q: 3 clusters Score -626057.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -626086.625000 Penalty: 2760.857910
	Iteration 39Q: 3 clusters Score -626086.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -626125.875000 Penalty: 2760.857910
	Iteration 40F: 3 clusters Score -626125.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -626168.750000 Penalty: 2760.857910
	Iteration 41Q: 3 clusters Score -626168.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -626213.687500 Penalty: 2760.857910
	Iteration 42Q: 3 clusters Score -626213.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -626276.437500 Penalty: 2760.857910
	Iteration 43Q: 3 clusters Score -626276.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -626342.937500 Penalty: 2760.857910
	Iteration 44Q: 3 clusters Score -626342.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -626392.125000 Penalty: 2760.857910
	Iteration 45Q: 3 clusters Score -626392.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -626439.750000 Penalty: 2760.857910
	Iteration 46Q: 3 clusters Score -626439.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -626484.187500 Penalty: 2760.857910
	Iteration 47Q: 3 clusters Score -626484.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -626521.562500 Penalty: 2760.857910
	Iteration 48Q: 3 clusters Score -626521.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -626550.875000 Penalty: 2760.857910
	Iteration 49Q: 3 clusters Score -626550.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -626580.250000 Penalty: 2760.857910
	Iteration 50Q: 3 clusters Score -626580.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -626606.250000 Penalty: 2760.857910
	Iteration 51Q: 3 clusters Score -626606.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -626631.312500 Penalty: 2760.857910
	Iteration 52Q: 3 clusters Score -626631.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -626657.125000 Penalty: 2760.857910
	Iteration 53Q: 3 clusters Score -626657.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -626686.187500 Penalty: 2760.857910
	Iteration 54Q: 3 clusters Score -626686.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -626705.875000 Penalty: 2760.857910
	Iteration 55Q: 3 clusters Score -626705.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -626726.437500 Penalty: 2760.857910
	Iteration 56Q: 3 clusters Score -626726.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -626741.437500 Penalty: 2760.857910
	Iteration 57Q: 3 clusters Score -626741.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -626754.500000 Penalty: 2760.857910
	Iteration 58Q: 3 clusters Score -626754.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -626768.000000 Penalty: 2760.857910
	Iteration 59Q: 3 clusters Score -626768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -626782.375000 Penalty: 2760.857910
	Iteration 60F: 3 clusters Score -626782.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -626798.562500 Penalty: 2760.857910
	Iteration 61Q: 3 clusters Score -626798.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -626815.562500 Penalty: 2760.857910
	Iteration 62Q: 3 clusters Score -626815.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -626824.562500 Penalty: 2760.857910
	Iteration 63Q: 3 clusters Score -626824.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -626829.437500 Penalty: 2760.857910
	Iteration 64Q: 3 clusters Score -626829.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -626836.000000 Penalty: 2760.857910
	Iteration 65Q: 3 clusters Score -626836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -626839.937500 Penalty: 2760.857910
	Iteration 66Q: 3 clusters Score -626839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -626840.687500 Penalty: 2760.857910
	Iteration 67Q: 3 clusters Score -626840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -626840.687500 Penalty: 2760.857910
	Iteration 68F: 3 clusters Score -626840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Entering Unmasked Estep 
Score: -2240401.750000 Penalty: 1590.881348
	Iteration 0F: 2 clusters Score -2240402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2228022.750000 Penalty: 3181.762695
	Iteration 0F: 3 clusters Score -2228023 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2232317.500000 Penalty: 3181.762695
	Iteration 1F: 3 clusters Score -2232318 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2232590.500000 Penalty: 3181.762695
	Iteration 2Q: 3 clusters Score -2232590 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2232833.500000 Penalty: 3181.762695
	Iteration 3Q: 3 clusters Score -2232834 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2233067.000000 Penalty: 3181.762695
	Iteration 4Q: 3 clusters Score -2233067 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2233359.500000 Penalty: 3181.762695
	Iteration 5Q: 3 clusters Score -2233360 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2233717.500000 Penalty: 3181.762695
	Iteration 6Q: 3 clusters Score -2233718 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2234199.500000 Penalty: 3181.762695
	Iteration 7F: 3 clusters Score -2234200 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2234900.750000 Penalty: 3181.762695
	Iteration 8F: 3 clusters Score -2234901 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2235858.000000 Penalty: 3181.762695
	Iteration 9F: 3 clusters Score -2235858 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2236897.000000 Penalty: 3181.762695
	Iteration 10F: 3 clusters Score -2236897 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2237862.250000 Penalty: 3181.762695
	Iteration 11F: 3 clusters Score -2237862 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2238502.250000 Penalty: 3181.762695
	Iteration 12Q: 3 clusters Score -2238502 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2238828.000000 Penalty: 3181.762695
	Iteration 13Q: 3 clusters Score -2238828 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2238974.500000 Penalty: 3181.762695
	Iteration 14Q: 3 clusters Score -2238974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2239042.250000 Penalty: 3181.762695
	Iteration 15Q: 3 clusters Score -2239042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2239075.000000 Penalty: 3181.762695
	Iteration 16Q: 3 clusters Score -2239075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2239091.500000 Penalty: 3181.762695
	Iteration 17Q: 3 clusters Score -2239092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2239103.500000 Penalty: 3181.762695
	Iteration 18Q: 3 clusters Score -2239104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2239105.500000 Penalty: 3181.762695
	Iteration 19Q: 3 clusters Score -2239106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2239105.500000 Penalty: 3181.762695
	Iteration 20F: 3 clusters Score -2239106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -428081.718750 Penalty: 1323.698975
	Iteration 0F: 2 clusters Score -428081.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -425120.593750 Penalty: 2647.397949
	Iteration 0F: 3 clusters Score -425120.6 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -425835.062500 Penalty: 2647.397949
	Iteration 1F: 3 clusters Score -425835.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -425970.156250 Penalty: 2647.397949
	Iteration 2F: 3 clusters Score -425970.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -426038.812500 Penalty: 2647.397949
	Iteration 3Q: 3 clusters Score -426038.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -426075.812500 Penalty: 2647.397949
	Iteration 4Q: 3 clusters Score -426075.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -426106.281250 Penalty: 2647.397949
	Iteration 5Q: 3 clusters Score -426106.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -426127.906250 Penalty: 2647.397949
	Iteration 6Q: 3 clusters Score -426127.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -426146.843750 Penalty: 2647.397949
	Iteration 7Q: 3 clusters Score -426146.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -426161.312500 Penalty: 2647.397949
	Iteration 8Q: 3 clusters Score -426161.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -426174.343750 Penalty: 2647.397949
	Iteration 9Q: 3 clusters Score -426174.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -426184.968750 Penalty: 2647.397949
	Iteration 10Q: 3 clusters Score -426185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -426194.750000 Penalty: 2647.397949
	Iteration 11Q: 3 clusters Score -426194.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -426201.500000 Penalty: 2647.397949
	Iteration 12Q: 3 clusters Score -426201.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -426205.125000 Penalty: 2647.397949
	Iteration 13Q: 3 clusters Score -426205.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -426206.843750 Penalty: 2647.397949
	Iteration 14Q: 3 clusters Score -426206.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -426212.281250 Penalty: 2647.397949
	Iteration 15Q: 3 clusters Score -426212.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -426222.343750 Penalty: 2647.397949
	Iteration 16Q: 3 clusters Score -426222.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -426233.125000 Penalty: 2647.397949
	Iteration 17Q: 3 clusters Score -426233.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -426239.218750 Penalty: 2647.397949
	Iteration 18Q: 3 clusters Score -426239.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -426243.937500 Penalty: 2647.397949
	Iteration 19Q: 3 clusters Score -426243.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -426246.500000 Penalty: 2647.397949
	Iteration 20F: 3 clusters Score -426246.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -426249.093750 Penalty: 2647.397949
	Iteration 21Q: 3 clusters Score -426249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -426249.562500 Penalty: 2647.397949
	Iteration 22Q: 3 clusters Score -426249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -426250.625000 Penalty: 2647.397949
	Iteration 23Q: 3 clusters Score -426250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -426250.375000 Penalty: 2647.397949
	Iteration 24Q: 3 clusters Score -426250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -426251.187500 Penalty: 2647.397949
	Iteration 25Q: 3 clusters Score -426251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -426250.593750 Penalty: 2647.397949
	Iteration 26Q: 3 clusters Score -426250.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -426250.593750 Penalty: 2647.397949
	Iteration 27F: 3 clusters Score -426250.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Entering Unmasked Estep 
Score: -3578544.750000 Penalty: 1664.526611
	Iteration 0F: 2 clusters Score -3578545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3559502.250000 Penalty: 3329.053223
	Iteration 0F: 3 clusters Score -3559502 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3566776.750000 Penalty: 3329.053223
	Iteration 1F: 3 clusters Score -3566777 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3567167.500000 Penalty: 3329.053223
	Iteration 2Q: 3 clusters Score -3567168 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3567523.750000 Penalty: 3329.053223
	Iteration 3Q: 3 clusters Score -3567524 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3567960.500000 Penalty: 3329.053223
	Iteration 4Q: 3 clusters Score -3567960 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3568552.750000 Penalty: 3329.053223
	Iteration 5Q: 3 clusters Score -3568553 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3569459.500000 Penalty: 3329.053223
	Iteration 6F: 3 clusters Score -3569460 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3570771.750000 Penalty: 3329.053223
	Iteration 7F: 3 clusters Score -3570772 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3572335.000000 Penalty: 3329.053223
	Iteration 8F: 3 clusters Score -3572335 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3573667.250000 Penalty: 3329.053223
	Iteration 9F: 3 clusters Score -3573667 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3574645.250000 Penalty: 3329.053223
	Iteration 10Q: 3 clusters Score -3574645 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3575226.000000 Penalty: 3329.053223
	Iteration 11Q: 3 clusters Score -3575226 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3575576.750000 Penalty: 3329.053223
	Iteration 12Q: 3 clusters Score -3575577 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3575815.500000 Penalty: 3329.053223
	Iteration 13Q: 3 clusters Score -3575816 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3576007.500000 Penalty: 3329.053223
	Iteration 14Q: 3 clusters Score -3576008 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3576162.500000 Penalty: 3329.053223
	Iteration 15Q: 3 clusters Score -3576162 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3576308.500000 Penalty: 3329.053223
	Iteration 16Q: 3 clusters Score -3576308 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3576413.750000 Penalty: 3329.053223
	Iteration 17Q: 3 clusters Score -3576414 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3576520.000000 Penalty: 3329.053223
	Iteration 18Q: 3 clusters Score -3576520 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3576607.750000 Penalty: 3329.053223
	Iteration 19Q: 3 clusters Score -3576608 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3576687.000000 Penalty: 3329.053223
	Iteration 20F: 3 clusters Score -3576687 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3576775.250000 Penalty: 3329.053223
	Iteration 21Q: 3 clusters Score -3576775 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3576860.500000 Penalty: 3329.053223
	Iteration 22Q: 3 clusters Score -3576860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3576920.500000 Penalty: 3329.053223
	Iteration 23Q: 3 clusters Score -3576920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3576974.500000 Penalty: 3329.053223
	Iteration 24Q: 3 clusters Score -3576974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3577006.250000 Penalty: 3329.053223
	Iteration 25Q: 3 clusters Score -3577006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3577033.000000 Penalty: 3329.053223
	Iteration 26Q: 3 clusters Score -3577033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3577051.000000 Penalty: 3329.053223
	Iteration 27Q: 3 clusters Score -3577051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3577071.500000 Penalty: 3329.053223
	Iteration 28Q: 3 clusters Score -3577072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3577091.250000 Penalty: 3329.053223
	Iteration 29Q: 3 clusters Score -3577091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3577103.000000 Penalty: 3329.053223
	Iteration 30Q: 3 clusters Score -3577103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3577106.000000 Penalty: 3329.053223
	Iteration 31Q: 3 clusters Score -3577106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3577120.500000 Penalty: 3329.053223
	Iteration 32Q: 3 clusters Score -3577120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3577128.500000 Penalty: 3329.053223
	Iteration 33Q: 3 clusters Score -3577128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3577142.250000 Penalty: 3329.053223
	Iteration 34Q: 3 clusters Score -3577142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3577148.500000 Penalty: 3329.053223
	Iteration 35Q: 3 clusters Score -3577148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3577146.000000 Penalty: 3329.053223
	Iteration 36Q: 3 clusters Score -3577146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3577150.500000 Penalty: 3329.053223
	Iteration 37Q: 3 clusters Score -3577150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3577152.500000 Penalty: 3329.053223
	Iteration 38Q: 3 clusters Score -3577152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3577153.000000 Penalty: 3329.053223
	Iteration 39Q: 3 clusters Score -3577153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3577154.250000 Penalty: 3329.053223
	Iteration 40F: 3 clusters Score -3577154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3577158.250000 Penalty: 3329.053223
	Iteration 41Q: 3 clusters Score -3577158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3577161.500000 Penalty: 3329.053223
	Iteration 42Q: 3 clusters Score -3577162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3577169.000000 Penalty: 3329.053223
	Iteration 43Q: 3 clusters Score -3577169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3577168.750000 Penalty: 3329.053223
	Iteration 44Q: 3 clusters Score -3577169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3577167.500000 Penalty: 3329.053223
	Iteration 45Q: 3 clusters Score -3577168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3577167.750000 Penalty: 3329.053223
	Iteration 46Q: 3 clusters Score -3577168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3577169.250000 Penalty: 3329.053223
	Iteration 47Q: 3 clusters Score -3577169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3577171.500000 Penalty: 3329.053223
	Iteration 48Q: 3 clusters Score -3577172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3577176.750000 Penalty: 3329.053223
	Iteration 49Q: 3 clusters Score -3577177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3577177.000000 Penalty: 3329.053223
	Iteration 50Q: 3 clusters Score -3577177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3577179.500000 Penalty: 3329.053223
	Iteration 51Q: 3 clusters Score -3577180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3577179.500000 Penalty: 3329.053223
	Iteration 52F: 3 clusters Score -3577180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97600 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 120577 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 120311 members 
Mstep: Class 10 contains 15693 members 
Mstep: Class 11 contains 32527 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23692 members 
Mstep: Class 14 contains 1961 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 28092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797576.000000 Penalty: 38813.050781
Iteration 159Q: 19 clusters Score -7.279758e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97556 members 
Mstep: Class 5 contains 105882 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121320 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 120311 members 
Mstep: Class 10 contains 15954 members 
Mstep: Class 11 contains 31829 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 23425 members 
Mstep: Class 14 contains 1953 members 
Mstep: Class 15 contains 4867 members 
Mstep: Class 16 contains 17869 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 28151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796888.000000 Penalty: 38813.050781
Iteration 160F: 19 clusters Score -7.279689e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97506 members 
Mstep: Class 5 contains 105857 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122175 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 120238 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 31090 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 23161 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 4847 members 
Mstep: Class 16 contains 17879 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 28205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796536.000000 Penalty: 38813.050781
Iteration 161Q: 19 clusters Score -7.279654e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97487 members 
Mstep: Class 5 contains 105832 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122938 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 120140 members 
Mstep: Class 10 contains 16484 members 
Mstep: Class 11 contains 30376 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 22943 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 4838 members 
Mstep: Class 16 contains 17885 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 28261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796224.000000 Penalty: 38813.050781
Iteration 162Q: 19 clusters Score -7.279622e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97496 members 
Mstep: Class 5 contains 105812 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 123568 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 120004 members 
Mstep: Class 10 contains 16757 members 
Mstep: Class 11 contains 29779 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 22739 members 
Mstep: Class 14 contains 1929 members 
Mstep: Class 15 contains 4819 members 
Mstep: Class 16 contains 17887 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 28340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795696.000000 Penalty: 38813.050781
Iteration 163Q: 19 clusters Score -7.27957e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97518 members 
Mstep: Class 5 contains 105791 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 124204 members 
Mstep: Class 8 contains 2144 members 
Mstep: Class 9 contains 119807 members 
Mstep: Class 10 contains 17046 members 
Mstep: Class 11 contains 29187 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 22542 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 4810 members 
Mstep: Class 16 contains 17896 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 28411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795416.000000 Penalty: 38813.050781
Iteration 164Q: 19 clusters Score -7.279542e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97586 members 
Mstep: Class 5 contains 105779 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124731 members 
Mstep: Class 8 contains 2135 members 
Mstep: Class 9 contains 119537 members 
Mstep: Class 10 contains 17348 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 22369 members 
Mstep: Class 14 contains 1916 members 
Mstep: Class 15 contains 4804 members 
Mstep: Class 16 contains 17895 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 28470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795192.000000 Penalty: 38813.050781
Iteration 165Q: 19 clusters Score -7.279519e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97646 members 
Mstep: Class 5 contains 105761 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 125226 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 119245 members 
Mstep: Class 10 contains 17641 members 
Mstep: Class 11 contains 28269 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 4791 members 
Mstep: Class 16 contains 17904 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 28538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795048.000000 Penalty: 38813.050781
Iteration 166Q: 19 clusters Score -7.279505e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97727 members 
Mstep: Class 5 contains 105764 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 125686 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 118889 members 
Mstep: Class 10 contains 17939 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 22071 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 4787 members 
Mstep: Class 16 contains 17909 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 28594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794976.000000 Penalty: 38813.050781
Iteration 167Q: 19 clusters Score -7.279498e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97761 members 
Mstep: Class 5 contains 105778 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 126076 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 118554 members 
Mstep: Class 10 contains 18247 members 
Mstep: Class 11 contains 27541 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21939 members 
Mstep: Class 14 contains 1905 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 17918 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 28660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795016.000000 Penalty: 38813.050781
Iteration 168Q: 19 clusters Score -7.279502e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97883 members 
Mstep: Class 5 contains 105780 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 126486 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 118177 members 
Mstep: Class 10 contains 18542 members 
Mstep: Class 11 contains 27187 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21806 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 4771 members 
Mstep: Class 16 contains 17923 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 28719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794872.000000 Penalty: 38813.050781
Iteration 169Q: 19 clusters Score -7.279487e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97938 members 
Mstep: Class 5 contains 105783 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 126891 members 
Mstep: Class 8 contains 2087 members 
Mstep: Class 9 contains 117773 members 
Mstep: Class 10 contains 18846 members 
Mstep: Class 11 contains 26930 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21676 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 17923 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 28775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795040.000000 Penalty: 38813.050781
Iteration 170Q: 19 clusters Score -7.279504e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 97938 members 
Mstep: Class 5 contains 105778 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 127253 members 
Mstep: Class 8 contains 2073 members 
Mstep: Class 9 contains 117385 members 
Mstep: Class 10 contains 19129 members 
Mstep: Class 11 contains 26743 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21589 members 
Mstep: Class 14 contains 1895 members 
Mstep: Class 15 contains 4743 members 
Mstep: Class 16 contains 17922 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 28831 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 19 clusters Score -7.279511e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97904 members 
Mstep: Class 5 contains 105780 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 127545 members 
Mstep: Class 8 contains 2059 members 
Mstep: Class 9 contains 117045 members 
Mstep: Class 10 contains 19372 members 
Mstep: Class 11 contains 26613 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21513 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 4728 members 
Mstep: Class 16 contains 17924 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 28907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795032.000000 Penalty: 38813.050781
Iteration 172Q: 19 clusters Score -7.279503e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 97923 members 
Mstep: Class 5 contains 105776 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 127739 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 116739 members 
Mstep: Class 10 contains 19616 members 
Mstep: Class 11 contains 26472 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21449 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 4708 members 
Mstep: Class 16 contains 17937 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 28986 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 19 clusters Score -7.279518e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 97989 members 
Mstep: Class 5 contains 105767 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 127908 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 116436 members 
Mstep: Class 10 contains 19842 members 
Mstep: Class 11 contains 26354 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21377 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 4695 members 
Mstep: Class 16 contains 17937 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 29070 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 19 clusters Score -7.279538e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98076 members 
Mstep: Class 5 contains 105768 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 128028 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 116146 members 
Mstep: Class 10 contains 20064 members 
Mstep: Class 11 contains 26236 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21323 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 4690 members 
Mstep: Class 16 contains 17934 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 29136 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 19 clusters Score -7.279526e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98170 members 
Mstep: Class 5 contains 105770 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 128137 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 115854 members 
Mstep: Class 10 contains 20279 members 
Mstep: Class 11 contains 26128 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21277 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 16 contains 17925 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 29199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 19 clusters Score -7.279519e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98288 members 
Mstep: Class 5 contains 105779 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 128154 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 115621 members 
Mstep: Class 10 contains 20504 members 
Mstep: Class 11 contains 25999 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 1856 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 17924 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 29259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 19 clusters Score -7.279537e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98376 members 
Mstep: Class 5 contains 105780 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 128135 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 115349 members 
Mstep: Class 10 contains 20739 members 
Mstep: Class 11 contains 25965 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21236 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 17918 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 29331 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 19 clusters Score -7.279566e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98460 members 
Mstep: Class 5 contains 105776 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 128090 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 115126 members 
Mstep: Class 10 contains 20992 members 
Mstep: Class 11 contains 25886 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 17914 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 29408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795720.000000 Penalty: 38813.050781
Iteration 179Q: 19 clusters Score -7.279572e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98556 members 
Mstep: Class 5 contains 105787 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 128036 members 
Mstep: Class 8 contains 1916 members 
Mstep: Class 9 contains 114905 members 
Mstep: Class 10 contains 21251 members 
Mstep: Class 11 contains 25775 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4645 members 
Mstep: Class 16 contains 17914 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 29487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72795792.000000 Penalty: 38813.050781
Iteration 180F: 19 clusters Score -7.279579e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98625 members 
Mstep: Class 5 contains 105791 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 128000 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 114671 members 
Mstep: Class 10 contains 21529 members 
Mstep: Class 11 contains 25677 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21142 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 17917 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 29565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 19 clusters Score -7.27959e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98664 members 
Mstep: Class 5 contains 105786 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 128007 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 114444 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 25607 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21109 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4636 members 
Mstep: Class 16 contains 17914 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 29624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796104.000000 Penalty: 38813.050781
Iteration 182Q: 19 clusters Score -7.27961e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98710 members 
Mstep: Class 5 contains 105790 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 127977 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 114282 members 
Mstep: Class 10 contains 22026 members 
Mstep: Class 11 contains 25498 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21081 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 17904 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 29694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796384.000000 Penalty: 38813.050781
Iteration 183Q: 19 clusters Score -7.279638e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98745 members 
Mstep: Class 5 contains 105807 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 127929 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 114132 members 
Mstep: Class 10 contains 22260 members 
Mstep: Class 11 contains 25407 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21055 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4637 members 
Mstep: Class 16 contains 17899 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 29758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796360.000000 Penalty: 38813.050781
Iteration 184Q: 19 clusters Score -7.279636e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98762 members 
Mstep: Class 5 contains 105821 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 127876 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 114019 members 
Mstep: Class 10 contains 22481 members 
Mstep: Class 11 contains 25327 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21031 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 17890 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 29822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796632.000000 Penalty: 38813.050781
Iteration 185Q: 19 clusters Score -7.279663e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98806 members 
Mstep: Class 5 contains 105832 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 127806 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 113927 members 
Mstep: Class 10 contains 22682 members 
Mstep: Class 11 contains 25235 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21010 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 17878 members 
Mstep: Class 18 contains 3457 members 
Mstep: Class 19 contains 29886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796560.000000 Penalty: 38813.050781
Iteration 186Q: 19 clusters Score -7.279656e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98860 members 
Mstep: Class 5 contains 105842 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 127694 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 113863 members 
Mstep: Class 10 contains 22892 members 
Mstep: Class 11 contains 25148 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 20988 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 17867 members 
Mstep: Class 18 contains 3459 members 
Mstep: Class 19 contains 29948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796488.000000 Penalty: 38813.050781
Iteration 187Q: 19 clusters Score -7.279649e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98948 members 
Mstep: Class 5 contains 105850 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 127627 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 113748 members 
Mstep: Class 10 contains 23084 members 
Mstep: Class 11 contains 25056 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 20970 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 17860 members 
Mstep: Class 18 contains 3459 members 
Mstep: Class 19 contains 29994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796624.000000 Penalty: 38813.050781
Iteration 188Q: 19 clusters Score -7.279662e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 99030 members 
Mstep: Class 5 contains 105851 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 127528 members 
Mstep: Class 8 contains 1677 members 
Mstep: Class 9 contains 113645 members 
Mstep: Class 10 contains 23262 members 
Mstep: Class 11 contains 24976 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 20967 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4596 members 
Mstep: Class 16 contains 17858 members 
Mstep: Class 18 contains 3458 members 
Mstep: Class 19 contains 30057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796744.000000 Penalty: 38813.050781
Iteration 189Q: 19 clusters Score -7.279674e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 99092 members 
Mstep: Class 5 contains 105854 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 127476 members 
Mstep: Class 8 contains 1652 members 
Mstep: Class 9 contains 113550 members 
Mstep: Class 10 contains 23408 members 
Mstep: Class 11 contains 24898 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 20958 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 18 contains 3458 members 
Mstep: Class 19 contains 30117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796888.000000 Penalty: 38813.050781
Iteration 190Q: 19 clusters Score -7.279689e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 99120 members 
Mstep: Class 5 contains 105857 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 127436 members 
Mstep: Class 8 contains 1633 members 
Mstep: Class 9 contains 113450 members 
Mstep: Class 10 contains 23549 members 
Mstep: Class 11 contains 24847 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20950 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 17838 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797000.000000 Penalty: 38813.050781
Iteration 191Q: 19 clusters Score -7.2797e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 99148 members 
Mstep: Class 5 contains 105863 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 127394 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 113355 members 
Mstep: Class 10 contains 23674 members 
Mstep: Class 11 contains 24803 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20942 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4579 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 30248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797072.000000 Penalty: 38813.050781
Iteration 192Q: 19 clusters Score -7.279707e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 99173 members 
Mstep: Class 5 contains 105860 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 127370 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 113251 members 
Mstep: Class 10 contains 23798 members 
Mstep: Class 11 contains 24747 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20946 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4572 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 30315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797176.000000 Penalty: 38813.050781
Iteration 193Q: 19 clusters Score -7.279718e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 99171 members 
Mstep: Class 5 contains 105866 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 127342 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 113148 members 
Mstep: Class 10 contains 23911 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20940 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 16 contains 17813 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 30379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797264.000000 Penalty: 38813.050781
Iteration 194Q: 19 clusters Score -7.279726e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 99192 members 
Mstep: Class 5 contains 105873 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 127328 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 113030 members 
Mstep: Class 10 contains 24016 members 
Mstep: Class 11 contains 24695 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20951 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 17807 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 30428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797280.000000 Penalty: 38813.050781
Iteration 195Q: 19 clusters Score -7.279728e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99200 members 
Mstep: Class 5 contains 105882 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 127296 members 
Mstep: Class 8 contains 1566 members 
Mstep: Class 9 contains 112934 members 
Mstep: Class 10 contains 24118 members 
Mstep: Class 11 contains 24667 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20961 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 17804 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 30468 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 196Q: 19 clusters Score -7.279724e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99218 members 
Mstep: Class 5 contains 105881 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 127254 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 112850 members 
Mstep: Class 10 contains 24205 members 
Mstep: Class 11 contains 24657 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20965 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 17797 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797232.000000 Penalty: 38813.050781
Iteration 197Q: 19 clusters Score -7.279723e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99241 members 
Mstep: Class 5 contains 105882 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 127208 members 
Mstep: Class 8 contains 1545 members 
Mstep: Class 9 contains 112760 members 
Mstep: Class 10 contains 24289 members 
Mstep: Class 11 contains 24646 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20980 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 17789 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30559 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 19 clusters Score -7.279729e+07 nChanged 638
Entering ConstructFrom: 
Score: -72797288.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -12590.599609 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -12590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12016.276367 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -12016.28 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12482.909180 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -12482.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12549.667969 Penalty: 1873.687134
	Iteration 2Q: 3 clusters Score -12549.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12605.701172 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -12605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12636.044922 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -12636.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12643.656250 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -12643.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12652.968750 Penalty: 1873.687134
	Iteration 6Q: 3 clusters Score -12652.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12654.363281 Penalty: 1873.687134
	Iteration 7Q: 3 clusters Score -12654.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12654.363281 Penalty: 1873.687134
	Iteration 8F: 3 clusters Score -12654.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99264 members 
Mstep: Class 5 contains 105895 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 127132 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 112703 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 11 contains 24657 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30604 members 
Entering Unmasked Estep 
Score: -72796056.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72797288.000000 to -72796056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37980.039062 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37980.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37083.218750 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -37083.22 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37546.781250 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37546.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37769.093750 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37769.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37864.699219 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -37864.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37914.292969 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -37914.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37942.414062 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -37942.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37953.851562 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -37953.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37967.523438 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -37967.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37987.031250 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -37987.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38007.042969 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38007.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38035.304688 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38049.101562 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38057.183594 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -38057.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -38061.562500 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -38061.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38063.421875 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -38063.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -38078.597656 Penalty: 2024.906494
	Iteration 15Q: 3 clusters Score -38078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38081.167969 Penalty: 2024.906494
	Iteration 16Q: 3 clusters Score -38081.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38081.167969 Penalty: 2024.906494
	Iteration 17F: 3 clusters Score -38081.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 194 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99264 members 
Mstep: Class 5 contains 105895 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 127132 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 112703 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 11 contains 24657 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30604 members 
Entering Unmasked Estep 
Score: -72796192.000000 Penalty: 40969.332031
Splitting cluster 2 changes total score from -72797288.000000 to -72796192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -74607.460938 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -74607.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73430.898438 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -73430.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -73786.250000 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -73786.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74004.304688 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -74004.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -74217.523438 Penalty: 2148.476074
	Iteration 3F: 3 clusters Score -74217.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74367.507812 Penalty: 2148.476074
	Iteration 4F: 3 clusters Score -74367.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -74492.937500 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -74492.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -74558.960938 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -74558.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74604.781250 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -74604.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74637.617188 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -74637.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -74667.828125 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -74667.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -74680.039062 Penalty: 2148.476074
	Iteration 10Q: 3 clusters Score -74680.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74685.132812 Penalty: 2148.476074
	Iteration 11Q: 3 clusters Score -74685.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74691.843750 Penalty: 2148.476074
	Iteration 12Q: 3 clusters Score -74691.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74697.914062 Penalty: 2148.476074
	Iteration 13Q: 3 clusters Score -74697.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74711.531250 Penalty: 2148.476074
	Iteration 14Q: 3 clusters Score -74711.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74723.210938 Penalty: 2148.476074
	Iteration 15Q: 3 clusters Score -74723.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -74733.250000 Penalty: 2148.476074
	Iteration 16Q: 3 clusters Score -74733.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74739.851562 Penalty: 2148.476074
	Iteration 17Q: 3 clusters Score -74739.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74760.328125 Penalty: 2148.476074
	Iteration 18F: 3 clusters Score -74760.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74795.828125 Penalty: 2148.476074
	Iteration 19Q: 3 clusters Score -74795.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74812.203125 Penalty: 2148.476074
	Iteration 20F: 3 clusters Score -74812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -74825.453125 Penalty: 2148.476074
	Iteration 21Q: 3 clusters Score -74825.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -74838.476562 Penalty: 2148.476074
	Iteration 22Q: 3 clusters Score -74838.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -74846.750000 Penalty: 2148.476074
	Iteration 23Q: 3 clusters Score -74846.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74852.937500 Penalty: 2148.476074
	Iteration 24Q: 3 clusters Score -74852.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74855.117188 Penalty: 2148.476074
	Iteration 25Q: 3 clusters Score -74855.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74856.265625 Penalty: 2148.476074
	Iteration 26Q: 3 clusters Score -74856.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74856.265625 Penalty: 2148.476074
	Iteration 27F: 3 clusters Score -74856.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 290 members 
Mstep: Class 4 contains 99264 members 
Mstep: Class 5 contains 105895 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 127132 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 112703 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 11 contains 24657 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 453 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30604 members 
Entering Unmasked Estep 
Score: -72796392.000000 Penalty: 40969.332031
Splitting cluster 3 changes total score from -72797288.000000 to -72796392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (99264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Entering Unmasked Estep 
Score: -12633674.000000 Penalty: 1869.649902
	Iteration 0F: 2 clusters Score -1.263367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -12567536.000000 Penalty: 3739.299805
	Iteration 0F: 3 clusters Score -1.256754e+07 nChanged 47517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -12595779.000000 Penalty: 3739.299805
	Iteration 1F: 3 clusters Score -1.259578e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -12597173.000000 Penalty: 3739.299805
	Iteration 2Q: 3 clusters Score -1.259717e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -12599728.000000 Penalty: 3739.299805
	Iteration 3F: 3 clusters Score -1.259973e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -12604653.000000 Penalty: 3739.299805
	Iteration 4F: 3 clusters Score -1.260465e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -12611954.000000 Penalty: 3739.299805
	Iteration 5F: 3 clusters Score -1.261195e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -12619701.000000 Penalty: 3739.299805
	Iteration 6F: 3 clusters Score -1.26197e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -12625508.000000 Penalty: 3739.299805
	Iteration 7F: 3 clusters Score -1.262551e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -12628681.000000 Penalty: 3739.299805
	Iteration 8Q: 3 clusters Score -1.262868e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -12630118.000000 Penalty: 3739.299805
	Iteration 9Q: 3 clusters Score -1.263012e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -12630679.000000 Penalty: 3739.299805
	Iteration 10Q: 3 clusters Score -1.263068e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -12631101.000000 Penalty: 3739.299805
	Iteration 11Q: 3 clusters Score -1.26311e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -12631295.000000 Penalty: 3739.299805
	Iteration 12Q: 3 clusters Score -1.26313e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -12631452.000000 Penalty: 3739.299805
	Iteration 13Q: 3 clusters Score -1.263145e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -12631550.000000 Penalty: 3739.299805
	Iteration 14Q: 3 clusters Score -1.263155e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -12631615.000000 Penalty: 3739.299805
	Iteration 15Q: 3 clusters Score -1.263162e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -12631665.000000 Penalty: 3739.299805
	Iteration 16Q: 3 clusters Score -1.263166e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -12631697.000000 Penalty: 3739.299805
	Iteration 17Q: 3 clusters Score -1.26317e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -12631741.000000 Penalty: 3739.299805
	Iteration 18Q: 3 clusters Score -1.263174e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -12631785.000000 Penalty: 3739.299805
	Iteration 19Q: 3 clusters Score -1.263178e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -12631790.000000 Penalty: 3739.299805
	Iteration 20F: 3 clusters Score -1.263179e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89172 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -12631809.000000 Penalty: 3739.299805
	Iteration 21Q: 3 clusters Score -1.263181e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -12631849.000000 Penalty: 3739.299805
	Iteration 22Q: 3 clusters Score -1.263185e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -12631876.000000 Penalty: 3739.299805
	Iteration 23Q: 3 clusters Score -1.263188e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -12631885.000000 Penalty: 3739.299805
	Iteration 24Q: 3 clusters Score -1.263188e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -12631893.000000 Penalty: 3739.299805
	Iteration 25Q: 3 clusters Score -1.263189e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -12631933.000000 Penalty: 3739.299805
	Iteration 26Q: 3 clusters Score -1.263193e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -12631942.000000 Penalty: 3739.299805
	Iteration 27Q: 3 clusters Score -1.263194e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -12631972.000000 Penalty: 3739.299805
	Iteration 28Q: 3 clusters Score -1.263197e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -12631966.000000 Penalty: 3739.299805
	Iteration 29Q: 3 clusters Score -1.263197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -12631971.000000 Penalty: 3739.299805
	Iteration 30Q: 3 clusters Score -1.263197e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -12631983.000000 Penalty: 3739.299805
	Iteration 31Q: 3 clusters Score -1.263198e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89855 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -12631995.000000 Penalty: 3739.299805
	Iteration 32Q: 3 clusters Score -1.2632e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -12632006.000000 Penalty: 3739.299805
	Iteration 33Q: 3 clusters Score -1.263201e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -12632026.000000 Penalty: 3739.299805
	Iteration 34Q: 3 clusters Score -1.263203e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -12632032.000000 Penalty: 3739.299805
	Iteration 35Q: 3 clusters Score -1.263203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -12632041.000000 Penalty: 3739.299805
	Iteration 36Q: 3 clusters Score -1.263204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -12632036.000000 Penalty: 3739.299805
	Iteration 37Q: 3 clusters Score -1.263204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -12632032.000000 Penalty: 3739.299805
	Iteration 38Q: 3 clusters Score -1.263203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -12632048.000000 Penalty: 3739.299805
	Iteration 39Q: 3 clusters Score -1.263205e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -12632055.000000 Penalty: 3739.299805
	Iteration 40F: 3 clusters Score -1.263206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -12632065.000000 Penalty: 3739.299805
	Iteration 41Q: 3 clusters Score -1.263206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -12632076.000000 Penalty: 3739.299805
	Iteration 42Q: 3 clusters Score -1.263208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -12632091.000000 Penalty: 3739.299805
	Iteration 43Q: 3 clusters Score -1.263209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -12632104.000000 Penalty: 3739.299805
	Iteration 44Q: 3 clusters Score -1.26321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -12632103.000000 Penalty: 3739.299805
	Iteration 45Q: 3 clusters Score -1.26321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -12632097.000000 Penalty: 3739.299805
	Iteration 46Q: 3 clusters Score -1.26321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -12632098.000000 Penalty: 3739.299805
	Iteration 47Q: 3 clusters Score -1.26321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -12632102.000000 Penalty: 3739.299805
	Iteration 48Q: 3 clusters Score -1.26321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -12632096.000000 Penalty: 3739.299805
	Iteration 49Q: 3 clusters Score -1.26321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -12632100.000000 Penalty: 3739.299805
	Iteration 50Q: 3 clusters Score -1.26321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -12632107.000000 Penalty: 3739.299805
	Iteration 51Q: 3 clusters Score -1.263211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -12632114.000000 Penalty: 3739.299805
	Iteration 52Q: 3 clusters Score -1.263211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -12632112.000000 Penalty: 3739.299805
	Iteration 53Q: 3 clusters Score -1.263211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -12632114.000000 Penalty: 3739.299805
	Iteration 54Q: 3 clusters Score -1.263211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -12632116.000000 Penalty: 3739.299805
	Iteration 55Q: 3 clusters Score -1.263212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -12632115.000000 Penalty: 3739.299805
	Iteration 56Q: 3 clusters Score -1.263212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -12632105.000000 Penalty: 3739.299805
	Iteration 57Q: 3 clusters Score -1.26321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -12632113.000000 Penalty: 3739.299805
	Iteration 58Q: 3 clusters Score -1.263211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -12632112.000000 Penalty: 3739.299805
	Iteration 59Q: 3 clusters Score -1.263211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -12632110.000000 Penalty: 3739.299805
	Iteration 60F: 3 clusters Score -1.263211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -12632106.000000 Penalty: 3739.299805
	Iteration 61Q: 3 clusters Score -1.263211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -12632114.000000 Penalty: 3739.299805
	Iteration 62Q: 3 clusters Score -1.263211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -12632107.000000 Penalty: 3739.299805
	Iteration 63Q: 3 clusters Score -1.263211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -12632109.000000 Penalty: 3739.299805
	Iteration 64Q: 3 clusters Score -1.263211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -12632113.000000 Penalty: 3739.299805
	Iteration 65Q: 3 clusters Score -1.263211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90464 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -12632113.000000 Penalty: 3739.299805
	Iteration 66Q: 3 clusters Score -1.263211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -12632115.000000 Penalty: 3739.299805
	Iteration 67Q: 3 clusters Score -1.263212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -12632120.000000 Penalty: 3739.299805
	Iteration 68Q: 3 clusters Score -1.263212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -12632120.000000 Penalty: 3739.299805
	Iteration 69F: 3 clusters Score -1.263212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105895 members 
Entering Unmasked Estep 
Score: -13732657.000000 Penalty: 1880.158081
	Iteration 0F: 2 clusters Score -1.373266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -13668910.000000 Penalty: 3760.316162
	Iteration 0F: 3 clusters Score -1.366891e+07 nChanged 50839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -13698086.000000 Penalty: 3760.316162
	Iteration 1F: 3 clusters Score -1.369809e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -13698652.000000 Penalty: 3760.316162
	Iteration 2Q: 3 clusters Score -1.369865e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -13699223.000000 Penalty: 3760.316162
	Iteration 3Q: 3 clusters Score -1.369922e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -13699926.000000 Penalty: 3760.316162
	Iteration 4Q: 3 clusters Score -1.369993e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -13700847.000000 Penalty: 3760.316162
	Iteration 5Q: 3 clusters Score -1.370085e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -13702157.000000 Penalty: 3760.316162
	Iteration 6Q: 3 clusters Score -1.370216e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -13703967.000000 Penalty: 3760.316162
	Iteration 7Q: 3 clusters Score -1.370397e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -13706502.000000 Penalty: 3760.316162
	Iteration 8Q: 3 clusters Score -1.37065e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -13709493.000000 Penalty: 3760.316162
	Iteration 9F: 3 clusters Score -1.370949e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -13712574.000000 Penalty: 3760.316162
	Iteration 10F: 3 clusters Score -1.371257e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -13715301.000000 Penalty: 3760.316162
	Iteration 11Q: 3 clusters Score -1.37153e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -13717356.000000 Penalty: 3760.316162
	Iteration 12Q: 3 clusters Score -1.371736e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -13718614.000000 Penalty: 3760.316162
	Iteration 13Q: 3 clusters Score -1.371861e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -13719184.000000 Penalty: 3760.316162
	Iteration 14Q: 3 clusters Score -1.371918e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -13719307.000000 Penalty: 3760.316162
	Iteration 15Q: 3 clusters Score -1.371931e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -13719359.000000 Penalty: 3760.316162
	Iteration 16Q: 3 clusters Score -1.371936e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -13719340.000000 Penalty: 3760.316162
	Iteration 17Q: 3 clusters Score -1.371934e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -13719354.000000 Penalty: 3760.316162
	Iteration 18Q: 3 clusters Score -1.371935e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -13719473.000000 Penalty: 3760.316162
	Iteration 19Q: 3 clusters Score -1.371947e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -13719563.000000 Penalty: 3760.316162
	Iteration 20F: 3 clusters Score -1.371956e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -13719545.000000 Penalty: 3760.316162
	Iteration 21Q: 3 clusters Score -1.371954e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -13719716.000000 Penalty: 3760.316162
	Iteration 22Q: 3 clusters Score -1.371972e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -13719781.000000 Penalty: 3760.316162
	Iteration 23Q: 3 clusters Score -1.371978e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -13719933.000000 Penalty: 3760.316162
	Iteration 24Q: 3 clusters Score -1.371993e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -13720130.000000 Penalty: 3760.316162
	Iteration 25Q: 3 clusters Score -1.372013e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -13720253.000000 Penalty: 3760.316162
	Iteration 26Q: 3 clusters Score -1.372025e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -13720459.000000 Penalty: 3760.316162
	Iteration 27Q: 3 clusters Score -1.372046e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -13720645.000000 Penalty: 3760.316162
	Iteration 28Q: 3 clusters Score -1.372064e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -13720813.000000 Penalty: 3760.316162
	Iteration 29Q: 3 clusters Score -1.372081e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -13721049.000000 Penalty: 3760.316162
	Iteration 30Q: 3 clusters Score -1.372105e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -13721426.000000 Penalty: 3760.316162
	Iteration 31Q: 3 clusters Score -1.372143e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -13721825.000000 Penalty: 3760.316162
	Iteration 32Q: 3 clusters Score -1.372182e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -13722129.000000 Penalty: 3760.316162
	Iteration 33Q: 3 clusters Score -1.372213e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -13722460.000000 Penalty: 3760.316162
	Iteration 34Q: 3 clusters Score -1.372246e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -13722797.000000 Penalty: 3760.316162
	Iteration 35Q: 3 clusters Score -1.37228e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -13723161.000000 Penalty: 3760.316162
	Iteration 36Q: 3 clusters Score -1.372316e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -13723431.000000 Penalty: 3760.316162
	Iteration 37Q: 3 clusters Score -1.372343e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -13723764.000000 Penalty: 3760.316162
	Iteration 38Q: 3 clusters Score -1.372376e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -13724046.000000 Penalty: 3760.316162
	Iteration 39Q: 3 clusters Score -1.372405e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -13724509.000000 Penalty: 3760.316162
	Iteration 40F: 3 clusters Score -1.372451e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -13724929.000000 Penalty: 3760.316162
	Iteration 41Q: 3 clusters Score -1.372493e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -13725377.000000 Penalty: 3760.316162
	Iteration 42Q: 3 clusters Score -1.372538e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -13725806.000000 Penalty: 3760.316162
	Iteration 43Q: 3 clusters Score -1.372581e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -13726215.000000 Penalty: 3760.316162
	Iteration 44Q: 3 clusters Score -1.372622e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -13726604.000000 Penalty: 3760.316162
	Iteration 45Q: 3 clusters Score -1.37266e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -13727143.000000 Penalty: 3760.316162
	Iteration 46Q: 3 clusters Score -1.372714e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100742 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -13727696.000000 Penalty: 3760.316162
	Iteration 47Q: 3 clusters Score -1.37277e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101557 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -13728258.000000 Penalty: 3760.316162
	Iteration 48Q: 3 clusters Score -1.372826e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102320 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -13728786.000000 Penalty: 3760.316162
	Iteration 49Q: 3 clusters Score -1.372879e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -13729294.000000 Penalty: 3760.316162
	Iteration 50Q: 3 clusters Score -1.372929e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -13729655.000000 Penalty: 3760.316162
	Iteration 51Q: 3 clusters Score -1.372966e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -13729953.000000 Penalty: 3760.316162
	Iteration 52Q: 3 clusters Score -1.372995e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13730219.000000 Penalty: 3760.316162
	Iteration 53Q: 3 clusters Score -1.373022e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -13730446.000000 Penalty: 3760.316162
	Iteration 54Q: 3 clusters Score -1.373045e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -13730605.000000 Penalty: 3760.316162
	Iteration 55Q: 3 clusters Score -1.37306e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105271 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13730727.000000 Penalty: 3760.316162
	Iteration 56Q: 3 clusters Score -1.373073e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105384 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13730840.000000 Penalty: 3760.316162
	Iteration 57Q: 3 clusters Score -1.373084e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -13730869.000000 Penalty: 3760.316162
	Iteration 58Q: 3 clusters Score -1.373087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13730906.000000 Penalty: 3760.316162
	Iteration 59Q: 3 clusters Score -1.373091e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -13730933.000000 Penalty: 3760.316162
	Iteration 60F: 3 clusters Score -1.373093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -13730961.000000 Penalty: 3760.316162
	Iteration 61Q: 3 clusters Score -1.373096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13730952.000000 Penalty: 3760.316162
	Iteration 62Q: 3 clusters Score -1.373095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13730961.000000 Penalty: 3760.316162
	Iteration 63Q: 3 clusters Score -1.373096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105580 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13730962.000000 Penalty: 3760.316162
	Iteration 64Q: 3 clusters Score -1.373096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105584 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13730965.000000 Penalty: 3760.316162
	Iteration 65Q: 3 clusters Score -1.373096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105586 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13730967.000000 Penalty: 3760.316162
	Iteration 66Q: 3 clusters Score -1.373097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13730961.000000 Penalty: 3760.316162
	Iteration 67Q: 3 clusters Score -1.373096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13730969.000000 Penalty: 3760.316162
	Iteration 68Q: 3 clusters Score -1.373097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105592 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13730967.000000 Penalty: 3760.316162
	Iteration 69Q: 3 clusters Score -1.373097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105592 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13730967.000000 Penalty: 3760.316162
	Iteration 70F: 3 clusters Score -1.373097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -67150.507812 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -67150.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66088.171875 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -66088.17 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66783.921875 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -66783.92 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67010.117188 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -67010.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67146.390625 Penalty: 2097.939697
	Iteration 3Q: 3 clusters Score -67146.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67224.195312 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -67224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67239.093750 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -67239.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67241.171875 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -67241.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67241.171875 Penalty: 2097.939697
	Iteration 7F: 3 clusters Score -67241.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99264 members 
Mstep: Class 5 contains 105895 members 
Mstep: Class 6 contains 385 members 
Mstep: Class 7 contains 127132 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 112703 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 11 contains 24657 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30604 members 
Entering Unmasked Estep 
Score: -72796160.000000 Penalty: 40969.332031
Splitting cluster 6 changes total score from -72797288.000000 to -72796160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (127132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127132 members 
Entering Unmasked Estep 
Score: -16186737.000000 Penalty: 1909.859497
	Iteration 0F: 2 clusters Score -1.618674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -16112620.000000 Penalty: 3819.718994
	Iteration 0F: 3 clusters Score -1.611262e+07 nChanged 61040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -16150759.000000 Penalty: 3819.718994
	Iteration 1F: 3 clusters Score -1.615076e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -16153068.000000 Penalty: 3819.718994
	Iteration 2Q: 3 clusters Score -1.615307e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -16156168.000000 Penalty: 3819.718994
	Iteration 3F: 3 clusters Score -1.615617e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 81022 members 
Entering Unmasked Estep 
Score: -16160568.000000 Penalty: 3819.718994
	Iteration 4F: 3 clusters Score -1.616057e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -16166178.000000 Penalty: 3819.718994
	Iteration 5F: 3 clusters Score -1.616618e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 92301 members 
Entering Unmasked Estep 
Score: -16172216.000000 Penalty: 3819.718994
	Iteration 6F: 3 clusters Score -1.617222e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 96372 members 
Entering Unmasked Estep 
Score: -16177398.000000 Penalty: 3819.718994
	Iteration 7F: 3 clusters Score -1.61774e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -16180675.000000 Penalty: 3819.718994
	Iteration 8Q: 3 clusters Score -1.618068e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 100644 members 
Entering Unmasked Estep 
Score: -16182417.000000 Penalty: 3819.718994
	Iteration 9Q: 3 clusters Score -1.618242e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 102172 members 
Entering Unmasked Estep 
Score: -16183273.000000 Penalty: 3819.718994
	Iteration 10Q: 3 clusters Score -1.618327e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -16183911.000000 Penalty: 3819.718994
	Iteration 11Q: 3 clusters Score -1.618391e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -16184545.000000 Penalty: 3819.718994
	Iteration 12Q: 3 clusters Score -1.618454e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -16185126.000000 Penalty: 3819.718994
	Iteration 13Q: 3 clusters Score -1.618513e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -16185710.000000 Penalty: 3819.718994
	Iteration 14Q: 3 clusters Score -1.618571e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -16186123.000000 Penalty: 3819.718994
	Iteration 15Q: 3 clusters Score -1.618612e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -16186464.000000 Penalty: 3819.718994
	Iteration 16Q: 3 clusters Score -1.618646e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 111795 members 
Entering Unmasked Estep 
Score: -16186580.000000 Penalty: 3819.718994
	Iteration 17Q: 3 clusters Score -1.618658e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 113016 members 
Entering Unmasked Estep 
Score: -16186769.000000 Penalty: 3819.718994
	Iteration 18Q: 3 clusters Score -1.618677e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 114090 members 
Entering Unmasked Estep 
Score: -16186864.000000 Penalty: 3819.718994
	Iteration 19Q: 3 clusters Score -1.618686e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -16186966.000000 Penalty: 3819.718994
	Iteration 20F: 3 clusters Score -1.618697e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 115990 members 
Entering Unmasked Estep 
Score: -16187018.000000 Penalty: 3819.718994
	Iteration 21Q: 3 clusters Score -1.618702e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 116850 members 
Entering Unmasked Estep 
Score: -16187157.000000 Penalty: 3819.718994
	Iteration 22Q: 3 clusters Score -1.618716e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 117624 members 
Entering Unmasked Estep 
Score: -16187222.000000 Penalty: 3819.718994
	Iteration 23Q: 3 clusters Score -1.618722e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -16187237.000000 Penalty: 3819.718994
	Iteration 24Q: 3 clusters Score -1.618724e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 118855 members 
Entering Unmasked Estep 
Score: -16187245.000000 Penalty: 3819.718994
	Iteration 25Q: 3 clusters Score -1.618724e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 119326 members 
Entering Unmasked Estep 
Score: -16187197.000000 Penalty: 3819.718994
	Iteration 26Q: 3 clusters Score -1.61872e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 119741 members 
Entering Unmasked Estep 
Score: -16187104.000000 Penalty: 3819.718994
	Iteration 27Q: 3 clusters Score -1.61871e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 120125 members 
Entering Unmasked Estep 
Score: -16187051.000000 Penalty: 3819.718994
	Iteration 28Q: 3 clusters Score -1.618705e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 120501 members 
Entering Unmasked Estep 
Score: -16187074.000000 Penalty: 3819.718994
	Iteration 29Q: 3 clusters Score -1.618707e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 120843 members 
Entering Unmasked Estep 
Score: -16187058.000000 Penalty: 3819.718994
	Iteration 30Q: 3 clusters Score -1.618706e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 121135 members 
Entering Unmasked Estep 
Score: -16186996.000000 Penalty: 3819.718994
	Iteration 31Q: 3 clusters Score -1.6187e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 121407 members 
Entering Unmasked Estep 
Score: -16187041.000000 Penalty: 3819.718994
	Iteration 32Q: 3 clusters Score -1.618704e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 121620 members 
Entering Unmasked Estep 
Score: -16187034.000000 Penalty: 3819.718994
	Iteration 33Q: 3 clusters Score -1.618703e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 121806 members 
Entering Unmasked Estep 
Score: -16187062.000000 Penalty: 3819.718994
	Iteration 34Q: 3 clusters Score -1.618706e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -16187059.000000 Penalty: 3819.718994
	Iteration 35Q: 3 clusters Score -1.618706e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 122064 members 
Entering Unmasked Estep 
Score: -16187004.000000 Penalty: 3819.718994
	Iteration 36Q: 3 clusters Score -1.6187e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 122153 members 
Entering Unmasked Estep 
Score: -16187022.000000 Penalty: 3819.718994
	Iteration 37Q: 3 clusters Score -1.618702e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 122248 members 
Entering Unmasked Estep 
Score: -16187027.000000 Penalty: 3819.718994
	Iteration 38Q: 3 clusters Score -1.618703e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 122330 members 
Entering Unmasked Estep 
Score: -16187016.000000 Penalty: 3819.718994
	Iteration 39Q: 3 clusters Score -1.618702e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 122409 members 
Entering Unmasked Estep 
Score: -16186992.000000 Penalty: 3819.718994
	Iteration 40F: 3 clusters Score -1.618699e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 122494 members 
Entering Unmasked Estep 
Score: -16186984.000000 Penalty: 3819.718994
	Iteration 41Q: 3 clusters Score -1.618698e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -16186983.000000 Penalty: 3819.718994
	Iteration 42Q: 3 clusters Score -1.618698e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 122651 members 
Entering Unmasked Estep 
Score: -16186924.000000 Penalty: 3819.718994
	Iteration 43Q: 3 clusters Score -1.618692e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -16186920.000000 Penalty: 3819.718994
	Iteration 44Q: 3 clusters Score -1.618692e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -16186883.000000 Penalty: 3819.718994
	Iteration 45Q: 3 clusters Score -1.618688e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -16186901.000000 Penalty: 3819.718994
	Iteration 46Q: 3 clusters Score -1.61869e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 122921 members 
Entering Unmasked Estep 
Score: -16186916.000000 Penalty: 3819.718994
	Iteration 47Q: 3 clusters Score -1.618692e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 122975 members 
Entering Unmasked Estep 
Score: -16186905.000000 Penalty: 3819.718994
	Iteration 48Q: 3 clusters Score -1.61869e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 123014 members 
Entering Unmasked Estep 
Score: -16186915.000000 Penalty: 3819.718994
	Iteration 49Q: 3 clusters Score -1.618692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -16186905.000000 Penalty: 3819.718994
	Iteration 50Q: 3 clusters Score -1.61869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -16186885.000000 Penalty: 3819.718994
	Iteration 51Q: 3 clusters Score -1.618688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 123075 members 
Entering Unmasked Estep 
Score: -16186903.000000 Penalty: 3819.718994
	Iteration 52Q: 3 clusters Score -1.61869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 123088 members 
Entering Unmasked Estep 
Score: -16186882.000000 Penalty: 3819.718994
	Iteration 53Q: 3 clusters Score -1.618688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 123100 members 
Entering Unmasked Estep 
Score: -16186879.000000 Penalty: 3819.718994
	Iteration 54Q: 3 clusters Score -1.618688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 123109 members 
Entering Unmasked Estep 
Score: -16186881.000000 Penalty: 3819.718994
	Iteration 55Q: 3 clusters Score -1.618688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -16186877.000000 Penalty: 3819.718994
	Iteration 56Q: 3 clusters Score -1.618688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -16186879.000000 Penalty: 3819.718994
	Iteration 57Q: 3 clusters Score -1.618688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 123139 members 
Entering Unmasked Estep 
Score: -16186870.000000 Penalty: 3819.718994
	Iteration 58Q: 3 clusters Score -1.618687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -16186869.000000 Penalty: 3819.718994
	Iteration 59Q: 3 clusters Score -1.618687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 123155 members 
Entering Unmasked Estep 
Score: -16186853.000000 Penalty: 3819.718994
	Iteration 60F: 3 clusters Score -1.618685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -16186847.000000 Penalty: 3819.718994
	Iteration 61Q: 3 clusters Score -1.618685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 123160 members 
Entering Unmasked Estep 
Score: -16186858.000000 Penalty: 3819.718994
	Iteration 62Q: 3 clusters Score -1.618686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 123171 members 
Entering Unmasked Estep 
Score: -16186861.000000 Penalty: 3819.718994
	Iteration 63Q: 3 clusters Score -1.618686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 123179 members 
Entering Unmasked Estep 
Score: -16186859.000000 Penalty: 3819.718994
	Iteration 64Q: 3 clusters Score -1.618686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 123183 members 
Entering Unmasked Estep 
Score: -16186870.000000 Penalty: 3819.718994
	Iteration 65Q: 3 clusters Score -1.618687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 123185 members 
Entering Unmasked Estep 
Score: -16186882.000000 Penalty: 3819.718994
	Iteration 66Q: 3 clusters Score -1.618688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
Score: -16186874.000000 Penalty: 3819.718994
	Iteration 67Q: 3 clusters Score -1.618687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 123192 members 
Entering Unmasked Estep 
Score: -16186878.000000 Penalty: 3819.718994
	Iteration 68Q: 3 clusters Score -1.618688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 123195 members 
Entering Unmasked Estep 
Score: -16186875.000000 Penalty: 3819.718994
	Iteration 69Q: 3 clusters Score -1.618688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -16186869.000000 Penalty: 3819.718994
	Iteration 70Q: 3 clusters Score -1.618687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -16186869.000000 Penalty: 3819.718994
	Iteration 71Q: 3 clusters Score -1.618687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 123199 members 
Entering Unmasked Estep 
Score: -16186861.000000 Penalty: 3819.718994
	Iteration 72Q: 3 clusters Score -1.618686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 123200 members 
Entering Unmasked Estep 
Score: -16186861.000000 Penalty: 3819.718994
	Iteration 73Q: 3 clusters Score -1.618686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 123201 members 
Entering Unmasked Estep 
Score: -16186856.000000 Penalty: 3819.718994
	Iteration 74Q: 3 clusters Score -1.618686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 123201 members 
Entering Unmasked Estep 
Score: -16186856.000000 Penalty: 3819.718994
	Iteration 75F: 3 clusters Score -1.618686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99264 members 
Mstep: Class 5 contains 105895 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 112703 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 11 contains 24657 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 123201 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30604 members 
Entering Unmasked Estep 
Score: -72797056.000000 Penalty: 40969.332031
Splitting cluster 7 changes total score from -72797288.000000 to -72797056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -193295.765625 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -193295.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -191512.265625 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -191512.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -191843.281250 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -191843.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -191912.140625 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -191912.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191947.234375 Penalty: 2384.927490
	Iteration 3Q: 3 clusters Score -191947.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -191975.046875 Penalty: 2384.927490
	Iteration 4Q: 3 clusters Score -191975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -191995.468750 Penalty: 2384.927490
	Iteration 5Q: 3 clusters Score -191995.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192008.718750 Penalty: 2384.927490
	Iteration 6Q: 3 clusters Score -192008.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192017.828125 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -192017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -192026.890625 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -192026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -192038.328125 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -192038.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -192046.546875 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -192046.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -192058.781250 Penalty: 2384.927490
	Iteration 11Q: 3 clusters Score -192058.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -192069.250000 Penalty: 2384.927490
	Iteration 12Q: 3 clusters Score -192069.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -192075.203125 Penalty: 2384.927490
	Iteration 13Q: 3 clusters Score -192075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -192081.468750 Penalty: 2384.927490
	Iteration 14Q: 3 clusters Score -192081.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -192085.984375 Penalty: 2384.927490
	Iteration 15Q: 3 clusters Score -192086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -192088.718750 Penalty: 2384.927490
	Iteration 16Q: 3 clusters Score -192088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -192090.687500 Penalty: 2384.927490
	Iteration 17Q: 3 clusters Score -192090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -192093.343750 Penalty: 2384.927490
	Iteration 18Q: 3 clusters Score -192093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -192095.546875 Penalty: 2384.927490
	Iteration 19Q: 3 clusters Score -192095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -192097.046875 Penalty: 2384.927490
	Iteration 20F: 3 clusters Score -192097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192098.578125 Penalty: 2384.927490
	Iteration 21Q: 3 clusters Score -192098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192099.078125 Penalty: 2384.927490
	Iteration 22Q: 3 clusters Score -192099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192099.078125 Penalty: 2384.927490
	Iteration 23F: 3 clusters Score -192099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (112703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Entering Unmasked Estep 
Score: -14382688.000000 Penalty: 1890.283081
	Iteration 0F: 2 clusters Score -1.438269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -14313763.000000 Penalty: 3780.566162
	Iteration 0F: 3 clusters Score -1.431376e+07 nChanged 54260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -14345448.000000 Penalty: 3780.566162
	Iteration 1F: 3 clusters Score -1.434545e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -14346214.000000 Penalty: 3780.566162
	Iteration 2Q: 3 clusters Score -1.434621e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -14347458.000000 Penalty: 3780.566162
	Iteration 3Q: 3 clusters Score -1.434746e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -14349637.000000 Penalty: 3780.566162
	Iteration 4Q: 3 clusters Score -1.434964e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -14353300.000000 Penalty: 3780.566162
	Iteration 5F: 3 clusters Score -1.43533e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -14359129.000000 Penalty: 3780.566162
	Iteration 6F: 3 clusters Score -1.435913e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -14367115.000000 Penalty: 3780.566162
	Iteration 7F: 3 clusters Score -1.436712e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -14374191.000000 Penalty: 3780.566162
	Iteration 8F: 3 clusters Score -1.437419e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69333 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -14377467.000000 Penalty: 3780.566162
	Iteration 9F: 3 clusters Score -1.437747e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -14378807.000000 Penalty: 3780.566162
	Iteration 10Q: 3 clusters Score -1.437881e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -14379868.000000 Penalty: 3780.566162
	Iteration 11Q: 3 clusters Score -1.437987e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -14380713.000000 Penalty: 3780.566162
	Iteration 12Q: 3 clusters Score -1.438071e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -14381504.000000 Penalty: 3780.566162
	Iteration 13Q: 3 clusters Score -1.43815e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -14382102.000000 Penalty: 3780.566162
	Iteration 14Q: 3 clusters Score -1.43821e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -14382675.000000 Penalty: 3780.566162
	Iteration 15Q: 3 clusters Score -1.438268e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -14383025.000000 Penalty: 3780.566162
	Iteration 16Q: 3 clusters Score -1.438302e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -14383323.000000 Penalty: 3780.566162
	Iteration 17Q: 3 clusters Score -1.438332e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -14383475.000000 Penalty: 3780.566162
	Iteration 18Q: 3 clusters Score -1.438348e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -14383642.000000 Penalty: 3780.566162
	Iteration 19Q: 3 clusters Score -1.438364e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -14383648.000000 Penalty: 3780.566162
	Iteration 20F: 3 clusters Score -1.438365e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -14383646.000000 Penalty: 3780.566162
	Iteration 21Q: 3 clusters Score -1.438365e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67777 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -14383631.000000 Penalty: 3780.566162
	Iteration 22Q: 3 clusters Score -1.438363e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -14383606.000000 Penalty: 3780.566162
	Iteration 23Q: 3 clusters Score -1.438361e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -14383565.000000 Penalty: 3780.566162
	Iteration 24Q: 3 clusters Score -1.438356e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -14383502.000000 Penalty: 3780.566162
	Iteration 25Q: 3 clusters Score -1.43835e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -14383463.000000 Penalty: 3780.566162
	Iteration 26Q: 3 clusters Score -1.438346e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -14383425.000000 Penalty: 3780.566162
	Iteration 27Q: 3 clusters Score -1.438342e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -14383437.000000 Penalty: 3780.566162
	Iteration 28Q: 3 clusters Score -1.438344e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -14383379.000000 Penalty: 3780.566162
	Iteration 29Q: 3 clusters Score -1.438338e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -14383374.000000 Penalty: 3780.566162
	Iteration 30Q: 3 clusters Score -1.438337e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -14383341.000000 Penalty: 3780.566162
	Iteration 31Q: 3 clusters Score -1.438334e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -14383345.000000 Penalty: 3780.566162
	Iteration 32Q: 3 clusters Score -1.438334e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -14383329.000000 Penalty: 3780.566162
	Iteration 33Q: 3 clusters Score -1.438333e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -14383295.000000 Penalty: 3780.566162
	Iteration 34Q: 3 clusters Score -1.43833e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -14383231.000000 Penalty: 3780.566162
	Iteration 35Q: 3 clusters Score -1.438323e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -14383190.000000 Penalty: 3780.566162
	Iteration 36Q: 3 clusters Score -1.438319e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -14383156.000000 Penalty: 3780.566162
	Iteration 37Q: 3 clusters Score -1.438316e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -14383096.000000 Penalty: 3780.566162
	Iteration 38Q: 3 clusters Score -1.43831e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -14383028.000000 Penalty: 3780.566162
	Iteration 39Q: 3 clusters Score -1.438303e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -14383046.000000 Penalty: 3780.566162
	Iteration 40F: 3 clusters Score -1.438305e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -14383018.000000 Penalty: 3780.566162
	Iteration 41Q: 3 clusters Score -1.438302e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -14382961.000000 Penalty: 3780.566162
	Iteration 42Q: 3 clusters Score -1.438296e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -14382976.000000 Penalty: 3780.566162
	Iteration 43Q: 3 clusters Score -1.438298e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -14382955.000000 Penalty: 3780.566162
	Iteration 44Q: 3 clusters Score -1.438296e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -14382901.000000 Penalty: 3780.566162
	Iteration 45Q: 3 clusters Score -1.43829e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -14382890.000000 Penalty: 3780.566162
	Iteration 46Q: 3 clusters Score -1.438289e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -14382864.000000 Penalty: 3780.566162
	Iteration 47Q: 3 clusters Score -1.438286e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -14382875.000000 Penalty: 3780.566162
	Iteration 48Q: 3 clusters Score -1.438288e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -14382897.000000 Penalty: 3780.566162
	Iteration 49Q: 3 clusters Score -1.43829e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -14382891.000000 Penalty: 3780.566162
	Iteration 50Q: 3 clusters Score -1.438289e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -14382873.000000 Penalty: 3780.566162
	Iteration 51Q: 3 clusters Score -1.438287e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -14382861.000000 Penalty: 3780.566162
	Iteration 52Q: 3 clusters Score -1.438286e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -14382857.000000 Penalty: 3780.566162
	Iteration 53Q: 3 clusters Score -1.438286e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -14382859.000000 Penalty: 3780.566162
	Iteration 54Q: 3 clusters Score -1.438286e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -14382865.000000 Penalty: 3780.566162
	Iteration 55Q: 3 clusters Score -1.438286e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -14382870.000000 Penalty: 3780.566162
	Iteration 56Q: 3 clusters Score -1.438287e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -14382883.000000 Penalty: 3780.566162
	Iteration 57Q: 3 clusters Score -1.438288e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -14382878.000000 Penalty: 3780.566162
	Iteration 58Q: 3 clusters Score -1.438288e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -14382875.000000 Penalty: 3780.566162
	Iteration 59Q: 3 clusters Score -1.438288e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -14382867.000000 Penalty: 3780.566162
	Iteration 60F: 3 clusters Score -1.438287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -14382880.000000 Penalty: 3780.566162
	Iteration 61Q: 3 clusters Score -1.438288e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -14382861.000000 Penalty: 3780.566162
	Iteration 62Q: 3 clusters Score -1.438286e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -14382844.000000 Penalty: 3780.566162
	Iteration 63Q: 3 clusters Score -1.438284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -14382875.000000 Penalty: 3780.566162
	Iteration 64Q: 3 clusters Score -1.438288e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -14382881.000000 Penalty: 3780.566162
	Iteration 65Q: 3 clusters Score -1.438288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -14382866.000000 Penalty: 3780.566162
	Iteration 66Q: 3 clusters Score -1.438287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -14382867.000000 Penalty: 3780.566162
	Iteration 67Q: 3 clusters Score -1.438287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -14382865.000000 Penalty: 3780.566162
	Iteration 68Q: 3 clusters Score -1.438286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -14382871.000000 Penalty: 3780.566162
	Iteration 69Q: 3 clusters Score -1.438287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -14382877.000000 Penalty: 3780.566162
	Iteration 70Q: 3 clusters Score -1.438288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -14382873.000000 Penalty: 3780.566162
	Iteration 71Q: 3 clusters Score -1.438287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -14382866.000000 Penalty: 3780.566162
	Iteration 72Q: 3 clusters Score -1.438287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -14382835.000000 Penalty: 3780.566162
	Iteration 73Q: 3 clusters Score -1.438284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -14382835.000000 Penalty: 3780.566162
	Iteration 74Q: 3 clusters Score -1.438284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -14382835.000000 Penalty: 3780.566162
	Iteration 75Q: 3 clusters Score -1.438284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -14382838.000000 Penalty: 3780.566162
	Iteration 76Q: 3 clusters Score -1.438284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -14382844.000000 Penalty: 3780.566162
	Iteration 77Q: 3 clusters Score -1.438284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -14382844.000000 Penalty: 3780.566162
	Iteration 78Q: 3 clusters Score -1.438284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -14382839.000000 Penalty: 3780.566162
	Iteration 79Q: 3 clusters Score -1.438284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -14382830.000000 Penalty: 3780.566162
	Iteration 80F: 3 clusters Score -1.438283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -14382838.000000 Penalty: 3780.566162
	Iteration 81Q: 3 clusters Score -1.438284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -14382841.000000 Penalty: 3780.566162
	Iteration 82Q: 3 clusters Score -1.438284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -14382835.000000 Penalty: 3780.566162
	Iteration 83Q: 3 clusters Score -1.438284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -14382831.000000 Penalty: 3780.566162
	Iteration 84Q: 3 clusters Score -1.438283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -14382841.000000 Penalty: 3780.566162
	Iteration 85Q: 3 clusters Score -1.438284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -14382835.000000 Penalty: 3780.566162
	Iteration 86Q: 3 clusters Score -1.438284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -14382845.000000 Penalty: 3780.566162
	Iteration 87Q: 3 clusters Score -1.438284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -14382865.000000 Penalty: 3780.566162
	Iteration 88Q: 3 clusters Score -1.438286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -14382864.000000 Penalty: 3780.566162
	Iteration 89Q: 3 clusters Score -1.438286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -14382860.000000 Penalty: 3780.566162
	Iteration 90Q: 3 clusters Score -1.438286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -14382857.000000 Penalty: 3780.566162
	Iteration 91Q: 3 clusters Score -1.438286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -14382863.000000 Penalty: 3780.566162
	Iteration 92Q: 3 clusters Score -1.438286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -14382860.000000 Penalty: 3780.566162
	Iteration 93Q: 3 clusters Score -1.438286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -14382861.000000 Penalty: 3780.566162
	Iteration 94Q: 3 clusters Score -1.438286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -14382873.000000 Penalty: 3780.566162
	Iteration 95Q: 3 clusters Score -1.438287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -14382853.000000 Penalty: 3780.566162
	Iteration 96Q: 3 clusters Score -1.438285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -14382853.000000 Penalty: 3780.566162
	Iteration 97Q: 3 clusters Score -1.438285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -14382829.000000 Penalty: 3780.566162
	Iteration 98Q: 3 clusters Score -1.438283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -14382841.000000 Penalty: 3780.566162
	Iteration 99Q: 3 clusters Score -1.438284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -14382844.000000 Penalty: 3780.566162
	Iteration 100F: 3 clusters Score -1.438284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -14382819.000000 Penalty: 3780.566162
	Iteration 101Q: 3 clusters Score -1.438282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -14382814.000000 Penalty: 3780.566162
	Iteration 102Q: 3 clusters Score -1.438281e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -14382820.000000 Penalty: 3780.566162
	Iteration 103Q: 3 clusters Score -1.438282e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -14382822.000000 Penalty: 3780.566162
	Iteration 104Q: 3 clusters Score -1.438282e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -14382799.000000 Penalty: 3780.566162
	Iteration 105Q: 3 clusters Score -1.43828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -14382786.000000 Penalty: 3780.566162
	Iteration 106Q: 3 clusters Score -1.438279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -14382790.000000 Penalty: 3780.566162
	Iteration 107Q: 3 clusters Score -1.438279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -14382801.000000 Penalty: 3780.566162
	Iteration 108Q: 3 clusters Score -1.43828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -14382820.000000 Penalty: 3780.566162
	Iteration 109Q: 3 clusters Score -1.438282e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -14382806.000000 Penalty: 3780.566162
	Iteration 110Q: 3 clusters Score -1.438281e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -14382808.000000 Penalty: 3780.566162
	Iteration 111Q: 3 clusters Score -1.438281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -14382813.000000 Penalty: 3780.566162
	Iteration 112Q: 3 clusters Score -1.438281e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -14382800.000000 Penalty: 3780.566162
	Iteration 113Q: 3 clusters Score -1.43828e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -14382786.000000 Penalty: 3780.566162
	Iteration 114Q: 3 clusters Score -1.438279e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -14382782.000000 Penalty: 3780.566162
	Iteration 115Q: 3 clusters Score -1.438278e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -14382770.000000 Penalty: 3780.566162
	Iteration 116Q: 3 clusters Score -1.438277e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -14382760.000000 Penalty: 3780.566162
	Iteration 117Q: 3 clusters Score -1.438276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -14382758.000000 Penalty: 3780.566162
	Iteration 118Q: 3 clusters Score -1.438276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -14382744.000000 Penalty: 3780.566162
	Iteration 119Q: 3 clusters Score -1.438274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -14382748.000000 Penalty: 3780.566162
	Iteration 120F: 3 clusters Score -1.438275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -14382765.000000 Penalty: 3780.566162
	Iteration 121Q: 3 clusters Score -1.438276e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -14382771.000000 Penalty: 3780.566162
	Iteration 122Q: 3 clusters Score -1.438277e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -14382756.000000 Penalty: 3780.566162
	Iteration 123Q: 3 clusters Score -1.438276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -14382756.000000 Penalty: 3780.566162
	Iteration 124Q: 3 clusters Score -1.438276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -14382752.000000 Penalty: 3780.566162
	Iteration 125Q: 3 clusters Score -1.438275e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -14382745.000000 Penalty: 3780.566162
	Iteration 126Q: 3 clusters Score -1.438274e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -14382736.000000 Penalty: 3780.566162
	Iteration 127Q: 3 clusters Score -1.438274e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -14382724.000000 Penalty: 3780.566162
	Iteration 128Q: 3 clusters Score -1.438272e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -14382727.000000 Penalty: 3780.566162
	Iteration 129Q: 3 clusters Score -1.438273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -14382751.000000 Penalty: 3780.566162
	Iteration 130Q: 3 clusters Score -1.438275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -14382735.000000 Penalty: 3780.566162
	Iteration 131Q: 3 clusters Score -1.438274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -14382736.000000 Penalty: 3780.566162
	Iteration 132Q: 3 clusters Score -1.438274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -14382733.000000 Penalty: 3780.566162
	Iteration 133Q: 3 clusters Score -1.438273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -14382743.000000 Penalty: 3780.566162
	Iteration 134Q: 3 clusters Score -1.438274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -14382735.000000 Penalty: 3780.566162
	Iteration 135Q: 3 clusters Score -1.438274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -14382734.000000 Penalty: 3780.566162
	Iteration 136Q: 3 clusters Score -1.438273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -14382735.000000 Penalty: 3780.566162
	Iteration 137Q: 3 clusters Score -1.438274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -14382727.000000 Penalty: 3780.566162
	Iteration 138Q: 3 clusters Score -1.438273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -14382720.000000 Penalty: 3780.566162
	Iteration 139Q: 3 clusters Score -1.438272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -14382723.000000 Penalty: 3780.566162
	Iteration 140F: 3 clusters Score -1.438272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -14382721.000000 Penalty: 3780.566162
	Iteration 141Q: 3 clusters Score -1.438272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -14382722.000000 Penalty: 3780.566162
	Iteration 142Q: 3 clusters Score -1.438272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -14382724.000000 Penalty: 3780.566162
	Iteration 143Q: 3 clusters Score -1.438272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -14382729.000000 Penalty: 3780.566162
	Iteration 144Q: 3 clusters Score -1.438273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -14382716.000000 Penalty: 3780.566162
	Iteration 145Q: 3 clusters Score -1.438272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -14382725.000000 Penalty: 3780.566162
	Iteration 146Q: 3 clusters Score -1.438272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -14382720.000000 Penalty: 3780.566162
	Iteration 147Q: 3 clusters Score -1.438272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -14382717.000000 Penalty: 3780.566162
	Iteration 148Q: 3 clusters Score -1.438272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -14382724.000000 Penalty: 3780.566162
	Iteration 149Q: 3 clusters Score -1.438272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -14382727.000000 Penalty: 3780.566162
	Iteration 150Q: 3 clusters Score -1.438273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -14382727.000000 Penalty: 3780.566162
	Iteration 151F: 3 clusters Score -1.438273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99264 members 
Mstep: Class 5 contains 105895 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 127132 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 51286 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 11 contains 24657 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 61417 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30604 members 
Entering Unmasked Estep 
Score: -72797032.000000 Penalty: 40969.332031
Splitting cluster 9 changes total score from -72797288.000000 to -72797032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (24347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Entering Unmasked Estep 
Score: -3137001.500000 Penalty: 1641.276611
	Iteration 0F: 2 clusters Score -3137002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3120570.250000 Penalty: 3282.553223
	Iteration 0F: 3 clusters Score -3120570 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3127110.250000 Penalty: 3282.553223
	Iteration 1F: 3 clusters Score -3127110 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3127892.250000 Penalty: 3282.553223
	Iteration 2F: 3 clusters Score -3127892 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3129002.250000 Penalty: 3282.553223
	Iteration 3F: 3 clusters Score -3129002 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3130466.250000 Penalty: 3282.553223
	Iteration 4F: 3 clusters Score -3130466 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3132213.250000 Penalty: 3282.553223
	Iteration 5F: 3 clusters Score -3132213 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3133821.750000 Penalty: 3282.553223
	Iteration 6F: 3 clusters Score -3133822 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3134776.750000 Penalty: 3282.553223
	Iteration 7Q: 3 clusters Score -3134777 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3135117.000000 Penalty: 3282.553223
	Iteration 8Q: 3 clusters Score -3135117 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3135251.500000 Penalty: 3282.553223
	Iteration 9Q: 3 clusters Score -3135252 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3135332.500000 Penalty: 3282.553223
	Iteration 10Q: 3 clusters Score -3135332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3135379.250000 Penalty: 3282.553223
	Iteration 11Q: 3 clusters Score -3135379 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3135426.500000 Penalty: 3282.553223
	Iteration 12Q: 3 clusters Score -3135426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3135453.500000 Penalty: 3282.553223
	Iteration 13Q: 3 clusters Score -3135454 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3135499.500000 Penalty: 3282.553223
	Iteration 14Q: 3 clusters Score -3135500 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3135528.000000 Penalty: 3282.553223
	Iteration 15Q: 3 clusters Score -3135528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -3135544.500000 Penalty: 3282.553223
	Iteration 16Q: 3 clusters Score -3135544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3135571.000000 Penalty: 3282.553223
	Iteration 17Q: 3 clusters Score -3135571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3135580.250000 Penalty: 3282.553223
	Iteration 18Q: 3 clusters Score -3135580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3135597.500000 Penalty: 3282.553223
	Iteration 19Q: 3 clusters Score -3135598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3135609.250000 Penalty: 3282.553223
	Iteration 20F: 3 clusters Score -3135609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3135613.250000 Penalty: 3282.553223
	Iteration 21Q: 3 clusters Score -3135613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3135615.250000 Penalty: 3282.553223
	Iteration 22Q: 3 clusters Score -3135615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3135620.250000 Penalty: 3282.553223
	Iteration 23Q: 3 clusters Score -3135620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -3135635.750000 Penalty: 3282.553223
	Iteration 24Q: 3 clusters Score -3135636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3135645.250000 Penalty: 3282.553223
	Iteration 25Q: 3 clusters Score -3135645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3135649.750000 Penalty: 3282.553223
	Iteration 26Q: 3 clusters Score -3135650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3135652.000000 Penalty: 3282.553223
	Iteration 27Q: 3 clusters Score -3135652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3135654.250000 Penalty: 3282.553223
	Iteration 28Q: 3 clusters Score -3135654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3135661.750000 Penalty: 3282.553223
	Iteration 29Q: 3 clusters Score -3135662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3135666.000000 Penalty: 3282.553223
	Iteration 30Q: 3 clusters Score -3135666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3135668.250000 Penalty: 3282.553223
	Iteration 31Q: 3 clusters Score -3135668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3135671.750000 Penalty: 3282.553223
	Iteration 32Q: 3 clusters Score -3135672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3135687.500000 Penalty: 3282.553223
	Iteration 33Q: 3 clusters Score -3135688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3135688.250000 Penalty: 3282.553223
	Iteration 34Q: 3 clusters Score -3135688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3135685.000000 Penalty: 3282.553223
	Iteration 35Q: 3 clusters Score -3135685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3135686.750000 Penalty: 3282.553223
	Iteration 36Q: 3 clusters Score -3135687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3135702.750000 Penalty: 3282.553223
	Iteration 37Q: 3 clusters Score -3135703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3135699.000000 Penalty: 3282.553223
	Iteration 38Q: 3 clusters Score -3135699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3135702.250000 Penalty: 3282.553223
	Iteration 39Q: 3 clusters Score -3135702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3135701.500000 Penalty: 3282.553223
	Iteration 40F: 3 clusters Score -3135702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3135713.500000 Penalty: 3282.553223
	Iteration 41Q: 3 clusters Score -3135714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3135718.000000 Penalty: 3282.553223
	Iteration 42Q: 3 clusters Score -3135718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3135723.500000 Penalty: 3282.553223
	Iteration 43Q: 3 clusters Score -3135724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3135731.500000 Penalty: 3282.553223
	Iteration 44Q: 3 clusters Score -3135732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3135732.750000 Penalty: 3282.553223
	Iteration 45Q: 3 clusters Score -3135733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3135742.000000 Penalty: 3282.553223
	Iteration 46Q: 3 clusters Score -3135742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3135741.000000 Penalty: 3282.553223
	Iteration 47Q: 3 clusters Score -3135741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3135740.000000 Penalty: 3282.553223
	Iteration 48Q: 3 clusters Score -3135740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3135743.500000 Penalty: 3282.553223
	Iteration 49Q: 3 clusters Score -3135744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3135748.500000 Penalty: 3282.553223
	Iteration 50Q: 3 clusters Score -3135748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3135749.750000 Penalty: 3282.553223
	Iteration 51Q: 3 clusters Score -3135750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3135750.250000 Penalty: 3282.553223
	Iteration 52Q: 3 clusters Score -3135750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3135754.750000 Penalty: 3282.553223
	Iteration 53Q: 3 clusters Score -3135755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3135763.500000 Penalty: 3282.553223
	Iteration 54Q: 3 clusters Score -3135764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3135765.000000 Penalty: 3282.553223
	Iteration 55Q: 3 clusters Score -3135765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3135774.000000 Penalty: 3282.553223
	Iteration 56Q: 3 clusters Score -3135774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3135782.250000 Penalty: 3282.553223
	Iteration 57Q: 3 clusters Score -3135782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3135788.750000 Penalty: 3282.553223
	Iteration 58Q: 3 clusters Score -3135789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3135789.750000 Penalty: 3282.553223
	Iteration 59Q: 3 clusters Score -3135790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3135794.000000 Penalty: 3282.553223
	Iteration 60F: 3 clusters Score -3135794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3135801.500000 Penalty: 3282.553223
	Iteration 61Q: 3 clusters Score -3135802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3135800.250000 Penalty: 3282.553223
	Iteration 62Q: 3 clusters Score -3135800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3135805.000000 Penalty: 3282.553223
	Iteration 63Q: 3 clusters Score -3135805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3135817.500000 Penalty: 3282.553223
	Iteration 64Q: 3 clusters Score -3135818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3135820.250000 Penalty: 3282.553223
	Iteration 65Q: 3 clusters Score -3135820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3135825.750000 Penalty: 3282.553223
	Iteration 66Q: 3 clusters Score -3135826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3135831.250000 Penalty: 3282.553223
	Iteration 67Q: 3 clusters Score -3135831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3135831.500000 Penalty: 3282.553223
	Iteration 68Q: 3 clusters Score -3135832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3135833.750000 Penalty: 3282.553223
	Iteration 69Q: 3 clusters Score -3135834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3135844.500000 Penalty: 3282.553223
	Iteration 70Q: 3 clusters Score -3135844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3135850.500000 Penalty: 3282.553223
	Iteration 71Q: 3 clusters Score -3135850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3135850.750000 Penalty: 3282.553223
	Iteration 72Q: 3 clusters Score -3135851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3135855.000000 Penalty: 3282.553223
	Iteration 73Q: 3 clusters Score -3135855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3135861.500000 Penalty: 3282.553223
	Iteration 74Q: 3 clusters Score -3135862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3135864.500000 Penalty: 3282.553223
	Iteration 75Q: 3 clusters Score -3135864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3135873.000000 Penalty: 3282.553223
	Iteration 76Q: 3 clusters Score -3135873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3135875.250000 Penalty: 3282.553223
	Iteration 77Q: 3 clusters Score -3135875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3135875.750000 Penalty: 3282.553223
	Iteration 78Q: 3 clusters Score -3135876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3135881.750000 Penalty: 3282.553223
	Iteration 79Q: 3 clusters Score -3135882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3135885.250000 Penalty: 3282.553223
	Iteration 80F: 3 clusters Score -3135885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3135881.750000 Penalty: 3282.553223
	Iteration 81Q: 3 clusters Score -3135882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3135884.000000 Penalty: 3282.553223
	Iteration 82Q: 3 clusters Score -3135884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3135887.250000 Penalty: 3282.553223
	Iteration 83Q: 3 clusters Score -3135887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3135887.500000 Penalty: 3282.553223
	Iteration 84Q: 3 clusters Score -3135888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3135891.500000 Penalty: 3282.553223
	Iteration 85Q: 3 clusters Score -3135892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3135894.000000 Penalty: 3282.553223
	Iteration 86Q: 3 clusters Score -3135894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3135893.500000 Penalty: 3282.553223
	Iteration 87Q: 3 clusters Score -3135894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3135891.500000 Penalty: 3282.553223
	Iteration 88Q: 3 clusters Score -3135892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3135892.500000 Penalty: 3282.553223
	Iteration 89Q: 3 clusters Score -3135892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3135891.250000 Penalty: 3282.553223
	Iteration 90Q: 3 clusters Score -3135891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3135893.500000 Penalty: 3282.553223
	Iteration 91Q: 3 clusters Score -3135894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3135891.750000 Penalty: 3282.553223
	Iteration 92Q: 3 clusters Score -3135892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3135893.750000 Penalty: 3282.553223
	Iteration 93Q: 3 clusters Score -3135894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3135896.750000 Penalty: 3282.553223
	Iteration 94Q: 3 clusters Score -3135897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3135896.000000 Penalty: 3282.553223
	Iteration 95Q: 3 clusters Score -3135896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3135894.500000 Penalty: 3282.553223
	Iteration 96Q: 3 clusters Score -3135894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3135894.750000 Penalty: 3282.553223
	Iteration 97Q: 3 clusters Score -3135895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3135897.500000 Penalty: 3282.553223
	Iteration 98Q: 3 clusters Score -3135898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3135895.000000 Penalty: 3282.553223
	Iteration 99Q: 3 clusters Score -3135895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3135898.500000 Penalty: 3282.553223
	Iteration 100F: 3 clusters Score -3135898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Entering Unmasked Estep 
Score: -3192457.500000 Penalty: 1643.332520
	Iteration 0F: 2 clusters Score -3192458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3175776.000000 Penalty: 3286.665039
	Iteration 0F: 3 clusters Score -3175776 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3182029.750000 Penalty: 3286.665039
	Iteration 1F: 3 clusters Score -3182030 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3182429.500000 Penalty: 3286.665039
	Iteration 2Q: 3 clusters Score -3182430 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3182811.000000 Penalty: 3286.665039
	Iteration 3Q: 3 clusters Score -3182811 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3183224.000000 Penalty: 3286.665039
	Iteration 4Q: 3 clusters Score -3183224 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3183775.000000 Penalty: 3286.665039
	Iteration 5Q: 3 clusters Score -3183775 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3184543.000000 Penalty: 3286.665039
	Iteration 6F: 3 clusters Score -3184543 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3185612.750000 Penalty: 3286.665039
	Iteration 7F: 3 clusters Score -3185613 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3186919.250000 Penalty: 3286.665039
	Iteration 8F: 3 clusters Score -3186919 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3188199.250000 Penalty: 3286.665039
	Iteration 9F: 3 clusters Score -3188199 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3189153.750000 Penalty: 3286.665039
	Iteration 10Q: 3 clusters Score -3189154 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3189822.500000 Penalty: 3286.665039
	Iteration 11Q: 3 clusters Score -3189822 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3190221.750000 Penalty: 3286.665039
	Iteration 12Q: 3 clusters Score -3190222 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3190479.500000 Penalty: 3286.665039
	Iteration 13Q: 3 clusters Score -3190480 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3190699.500000 Penalty: 3286.665039
	Iteration 14Q: 3 clusters Score -3190700 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3190809.000000 Penalty: 3286.665039
	Iteration 15Q: 3 clusters Score -3190809 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3190870.500000 Penalty: 3286.665039
	Iteration 16Q: 3 clusters Score -3190870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3190920.000000 Penalty: 3286.665039
	Iteration 17Q: 3 clusters Score -3190920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3190952.250000 Penalty: 3286.665039
	Iteration 18Q: 3 clusters Score -3190952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3190984.250000 Penalty: 3286.665039
	Iteration 19Q: 3 clusters Score -3190984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3191004.500000 Penalty: 3286.665039
	Iteration 20F: 3 clusters Score -3191004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3191014.000000 Penalty: 3286.665039
	Iteration 21Q: 3 clusters Score -3191014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3191017.750000 Penalty: 3286.665039
	Iteration 22Q: 3 clusters Score -3191018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3191021.500000 Penalty: 3286.665039
	Iteration 23Q: 3 clusters Score -3191022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3191021.500000 Penalty: 3286.665039
	Iteration 24F: 3 clusters Score -3191022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -270140.906250 Penalty: 1250.929688
	Iteration 0F: 2 clusters Score -270140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -267936.937500 Penalty: 2501.859375
	Iteration 0F: 3 clusters Score -267936.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -268433.906250 Penalty: 2501.859375
	Iteration 1F: 3 clusters Score -268433.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -268636.312500 Penalty: 2501.859375
	Iteration 2F: 3 clusters Score -268636.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -268810.375000 Penalty: 2501.859375
	Iteration 3F: 3 clusters Score -268810.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -268955.968750 Penalty: 2501.859375
	Iteration 4F: 3 clusters Score -268956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -269091.187500 Penalty: 2501.859375
	Iteration 5F: 3 clusters Score -269091.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -269192.656250 Penalty: 2501.859375
	Iteration 6F: 3 clusters Score -269192.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -269263.500000 Penalty: 2501.859375
	Iteration 7Q: 3 clusters Score -269263.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -269315.031250 Penalty: 2501.859375
	Iteration 8Q: 3 clusters Score -269315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -269348.937500 Penalty: 2501.859375
	Iteration 9Q: 3 clusters Score -269348.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -269373.656250 Penalty: 2501.859375
	Iteration 10Q: 3 clusters Score -269373.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -269388.625000 Penalty: 2501.859375
	Iteration 11Q: 3 clusters Score -269388.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -269397.906250 Penalty: 2501.859375
	Iteration 12Q: 3 clusters Score -269397.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -269409.187500 Penalty: 2501.859375
	Iteration 13Q: 3 clusters Score -269409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -269420.343750 Penalty: 2501.859375
	Iteration 14Q: 3 clusters Score -269420.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -269437.437500 Penalty: 2501.859375
	Iteration 15Q: 3 clusters Score -269437.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -269450.062500 Penalty: 2501.859375
	Iteration 16Q: 3 clusters Score -269450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -269454.875000 Penalty: 2501.859375
	Iteration 17Q: 3 clusters Score -269454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -269458.531250 Penalty: 2501.859375
	Iteration 18Q: 3 clusters Score -269458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -269462.031250 Penalty: 2501.859375
	Iteration 19Q: 3 clusters Score -269462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -269463.906250 Penalty: 2501.859375
	Iteration 20F: 3 clusters Score -269463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -269464.531250 Penalty: 2501.859375
	Iteration 21Q: 3 clusters Score -269464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -269465.031250 Penalty: 2501.859375
	Iteration 22Q: 3 clusters Score -269465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -269465.031250 Penalty: 2501.859375
	Iteration 23F: 3 clusters Score -269465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Entering Unmasked Estep 
Score: -2712277.500000 Penalty: 1617.159912
	Iteration 0F: 2 clusters Score -2712278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2697988.000000 Penalty: 3234.319824
	Iteration 0F: 3 clusters Score -2697988 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2703132.500000 Penalty: 3234.319824
	Iteration 1F: 3 clusters Score -2703132 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2703560.500000 Penalty: 3234.319824
	Iteration 2F: 3 clusters Score -2703560 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2704101.250000 Penalty: 3234.319824
	Iteration 3F: 3 clusters Score -2704101 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2704935.000000 Penalty: 3234.319824
	Iteration 4F: 3 clusters Score -2704935 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2706089.250000 Penalty: 3234.319824
	Iteration 5F: 3 clusters Score -2706089 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2707539.500000 Penalty: 3234.319824
	Iteration 6F: 3 clusters Score -2707540 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2708807.750000 Penalty: 3234.319824
	Iteration 7F: 3 clusters Score -2708808 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2709743.000000 Penalty: 3234.319824
	Iteration 8Q: 3 clusters Score -2709743 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2710268.500000 Penalty: 3234.319824
	Iteration 9Q: 3 clusters Score -2710268 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2710501.250000 Penalty: 3234.319824
	Iteration 10Q: 3 clusters Score -2710501 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2710654.250000 Penalty: 3234.319824
	Iteration 11Q: 3 clusters Score -2710654 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2710747.750000 Penalty: 3234.319824
	Iteration 12Q: 3 clusters Score -2710748 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2710803.250000 Penalty: 3234.319824
	Iteration 13Q: 3 clusters Score -2710803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2710863.750000 Penalty: 3234.319824
	Iteration 14Q: 3 clusters Score -2710864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2710904.250000 Penalty: 3234.319824
	Iteration 15Q: 3 clusters Score -2710904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2710939.250000 Penalty: 3234.319824
	Iteration 16Q: 3 clusters Score -2710939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2710951.250000 Penalty: 3234.319824
	Iteration 17Q: 3 clusters Score -2710951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2710976.250000 Penalty: 3234.319824
	Iteration 18Q: 3 clusters Score -2710976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2710991.500000 Penalty: 3234.319824
	Iteration 19Q: 3 clusters Score -2710992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2711013.750000 Penalty: 3234.319824
	Iteration 20F: 3 clusters Score -2711014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2711031.500000 Penalty: 3234.319824
	Iteration 21Q: 3 clusters Score -2711032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2711058.000000 Penalty: 3234.319824
	Iteration 22Q: 3 clusters Score -2711058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2711076.500000 Penalty: 3234.319824
	Iteration 23Q: 3 clusters Score -2711076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2711085.750000 Penalty: 3234.319824
	Iteration 24Q: 3 clusters Score -2711086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2711097.000000 Penalty: 3234.319824
	Iteration 25Q: 3 clusters Score -2711097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2711104.750000 Penalty: 3234.319824
	Iteration 26Q: 3 clusters Score -2711105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2711106.750000 Penalty: 3234.319824
	Iteration 27Q: 3 clusters Score -2711107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2711107.750000 Penalty: 3234.319824
	Iteration 28Q: 3 clusters Score -2711108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2711113.250000 Penalty: 3234.319824
	Iteration 29Q: 3 clusters Score -2711113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2711118.750000 Penalty: 3234.319824
	Iteration 30Q: 3 clusters Score -2711119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2711118.250000 Penalty: 3234.319824
	Iteration 31Q: 3 clusters Score -2711118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2711119.000000 Penalty: 3234.319824
	Iteration 32Q: 3 clusters Score -2711119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2711119.500000 Penalty: 3234.319824
	Iteration 33Q: 3 clusters Score -2711120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2711120.250000 Penalty: 3234.319824
	Iteration 34Q: 3 clusters Score -2711120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2711123.000000 Penalty: 3234.319824
	Iteration 35Q: 3 clusters Score -2711123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2711126.250000 Penalty: 3234.319824
	Iteration 36Q: 3 clusters Score -2711126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2711127.750000 Penalty: 3234.319824
	Iteration 37Q: 3 clusters Score -2711128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2711133.750000 Penalty: 3234.319824
	Iteration 38Q: 3 clusters Score -2711134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2711141.500000 Penalty: 3234.319824
	Iteration 39Q: 3 clusters Score -2711142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2711137.000000 Penalty: 3234.319824
	Iteration 40F: 3 clusters Score -2711137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2711136.000000 Penalty: 3234.319824
	Iteration 41Q: 3 clusters Score -2711136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2711136.500000 Penalty: 3234.319824
	Iteration 42Q: 3 clusters Score -2711136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2711137.000000 Penalty: 3234.319824
	Iteration 43Q: 3 clusters Score -2711137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2711137.750000 Penalty: 3234.319824
	Iteration 44Q: 3 clusters Score -2711138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2711137.750000 Penalty: 3234.319824
	Iteration 45Q: 3 clusters Score -2711138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2711142.250000 Penalty: 3234.319824
	Iteration 46Q: 3 clusters Score -2711142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2711138.750000 Penalty: 3234.319824
	Iteration 47Q: 3 clusters Score -2711139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2711143.250000 Penalty: 3234.319824
	Iteration 48Q: 3 clusters Score -2711143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2711143.250000 Penalty: 3234.319824
	Iteration 49F: 3 clusters Score -2711143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -233768.281250 Penalty: 1219.821167
	Iteration 0F: 2 clusters Score -233768.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -231760.500000 Penalty: 2439.642334
	Iteration 0F: 3 clusters Score -231760.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -232162.406250 Penalty: 2439.642334
	Iteration 1F: 3 clusters Score -232162.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -232273.875000 Penalty: 2439.642334
	Iteration 2F: 3 clusters Score -232273.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -232342.390625 Penalty: 2439.642334
	Iteration 3F: 3 clusters Score -232342.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -232378.234375 Penalty: 2439.642334
	Iteration 4Q: 3 clusters Score -232378.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -232404.218750 Penalty: 2439.642334
	Iteration 5Q: 3 clusters Score -232404.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -232436.953125 Penalty: 2439.642334
	Iteration 6Q: 3 clusters Score -232437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -232452.890625 Penalty: 2439.642334
	Iteration 7Q: 3 clusters Score -232452.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -232462.062500 Penalty: 2439.642334
	Iteration 8Q: 3 clusters Score -232462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -232466.000000 Penalty: 2439.642334
	Iteration 9Q: 3 clusters Score -232466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -232468.359375 Penalty: 2439.642334
	Iteration 10Q: 3 clusters Score -232468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -232472.671875 Penalty: 2439.642334
	Iteration 11Q: 3 clusters Score -232472.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -232476.343750 Penalty: 2439.642334
	Iteration 12Q: 3 clusters Score -232476.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -232480.984375 Penalty: 2439.642334
	Iteration 13Q: 3 clusters Score -232481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -232483.312500 Penalty: 2439.642334
	Iteration 14Q: 3 clusters Score -232483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -232487.515625 Penalty: 2439.642334
	Iteration 15Q: 3 clusters Score -232487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -232489.218750 Penalty: 2439.642334
	Iteration 16Q: 3 clusters Score -232489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -232490.125000 Penalty: 2439.642334
	Iteration 17Q: 3 clusters Score -232490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -232490.421875 Penalty: 2439.642334
	Iteration 18Q: 3 clusters Score -232490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -232490.796875 Penalty: 2439.642334
	Iteration 19Q: 3 clusters Score -232490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -232491.328125 Penalty: 2439.642334
	Iteration 20F: 3 clusters Score -232491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -232493.187500 Penalty: 2439.642334
	Iteration 21Q: 3 clusters Score -232493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -232494.812500 Penalty: 2439.642334
	Iteration 22Q: 3 clusters Score -232494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -232495.468750 Penalty: 2439.642334
	Iteration 23Q: 3 clusters Score -232495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -232496.468750 Penalty: 2439.642334
	Iteration 24Q: 3 clusters Score -232496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -232496.703125 Penalty: 2439.642334
	Iteration 25Q: 3 clusters Score -232496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -232498.406250 Penalty: 2439.642334
	Iteration 26Q: 3 clusters Score -232498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -232499.828125 Penalty: 2439.642334
	Iteration 27Q: 3 clusters Score -232499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -232502.015625 Penalty: 2439.642334
	Iteration 28Q: 3 clusters Score -232502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -232503.265625 Penalty: 2439.642334
	Iteration 29Q: 3 clusters Score -232503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -232504.562500 Penalty: 2439.642334
	Iteration 30Q: 3 clusters Score -232504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -232506.843750 Penalty: 2439.642334
	Iteration 31Q: 3 clusters Score -232506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -232507.312500 Penalty: 2439.642334
	Iteration 32Q: 3 clusters Score -232507.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -232508.312500 Penalty: 2439.642334
	Iteration 33Q: 3 clusters Score -232508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -232509.703125 Penalty: 2439.642334
	Iteration 34Q: 3 clusters Score -232509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -232513.218750 Penalty: 2439.642334
	Iteration 35Q: 3 clusters Score -232513.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -232516.406250 Penalty: 2439.642334
	Iteration 36Q: 3 clusters Score -232516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -232516.906250 Penalty: 2439.642334
	Iteration 37Q: 3 clusters Score -232516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -232517.578125 Penalty: 2439.642334
	Iteration 38Q: 3 clusters Score -232517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -232518.062500 Penalty: 2439.642334
	Iteration 39Q: 3 clusters Score -232518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -232518.062500 Penalty: 2439.642334
	Iteration 40F: 3 clusters Score -232518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -583006.437500 Penalty: 1368.289185
	Iteration 0F: 2 clusters Score -583006.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -579288.875000 Penalty: 2736.578369
	Iteration 0F: 3 clusters Score -579288.9 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -580231.687500 Penalty: 2736.578369
	Iteration 1F: 3 clusters Score -580231.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -580387.187500 Penalty: 2736.578369
	Iteration 2F: 3 clusters Score -580387.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -580494.812500 Penalty: 2736.578369
	Iteration 3Q: 3 clusters Score -580494.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -580567.000000 Penalty: 2736.578369
	Iteration 4Q: 3 clusters Score -580567 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -580623.000000 Penalty: 2736.578369
	Iteration 5Q: 3 clusters Score -580623 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -580671.312500 Penalty: 2736.578369
	Iteration 6Q: 3 clusters Score -580671.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -580705.625000 Penalty: 2736.578369
	Iteration 7Q: 3 clusters Score -580705.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -580734.187500 Penalty: 2736.578369
	Iteration 8Q: 3 clusters Score -580734.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -580756.562500 Penalty: 2736.578369
	Iteration 9Q: 3 clusters Score -580756.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -580782.875000 Penalty: 2736.578369
	Iteration 10Q: 3 clusters Score -580782.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -580815.250000 Penalty: 2736.578369
	Iteration 11Q: 3 clusters Score -580815.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -580852.625000 Penalty: 2736.578369
	Iteration 12Q: 3 clusters Score -580852.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -580897.000000 Penalty: 2736.578369
	Iteration 13Q: 3 clusters Score -580897 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -580937.750000 Penalty: 2736.578369
	Iteration 14Q: 3 clusters Score -580937.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -580977.812500 Penalty: 2736.578369
	Iteration 15Q: 3 clusters Score -580977.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -581026.187500 Penalty: 2736.578369
	Iteration 16Q: 3 clusters Score -581026.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -581094.625000 Penalty: 2736.578369
	Iteration 17Q: 3 clusters Score -581094.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -581182.250000 Penalty: 2736.578369
	Iteration 18Q: 3 clusters Score -581182.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -581266.500000 Penalty: 2736.578369
	Iteration 19Q: 3 clusters Score -581266.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -581354.062500 Penalty: 2736.578369
	Iteration 20F: 3 clusters Score -581354.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -581426.437500 Penalty: 2736.578369
	Iteration 21Q: 3 clusters Score -581426.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -581474.687500 Penalty: 2736.578369
	Iteration 22Q: 3 clusters Score -581474.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -581526.562500 Penalty: 2736.578369
	Iteration 23Q: 3 clusters Score -581526.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -581580.000000 Penalty: 2736.578369
	Iteration 24Q: 3 clusters Score -581580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -581612.437500 Penalty: 2736.578369
	Iteration 25Q: 3 clusters Score -581612.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -581640.625000 Penalty: 2736.578369
	Iteration 26Q: 3 clusters Score -581640.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -581656.937500 Penalty: 2736.578369
	Iteration 27Q: 3 clusters Score -581656.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -581673.937500 Penalty: 2736.578369
	Iteration 28Q: 3 clusters Score -581673.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -581689.812500 Penalty: 2736.578369
	Iteration 29Q: 3 clusters Score -581689.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -581706.062500 Penalty: 2736.578369
	Iteration 30Q: 3 clusters Score -581706.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -581716.437500 Penalty: 2736.578369
	Iteration 31Q: 3 clusters Score -581716.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -581734.375000 Penalty: 2736.578369
	Iteration 32Q: 3 clusters Score -581734.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -581747.437500 Penalty: 2736.578369
	Iteration 33Q: 3 clusters Score -581747.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -581759.062500 Penalty: 2736.578369
	Iteration 34Q: 3 clusters Score -581759.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -581764.937500 Penalty: 2736.578369
	Iteration 35Q: 3 clusters Score -581764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -581768.187500 Penalty: 2736.578369
	Iteration 36Q: 3 clusters Score -581768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -581770.687500 Penalty: 2736.578369
	Iteration 37Q: 3 clusters Score -581770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -581771.812500 Penalty: 2736.578369
	Iteration 38Q: 3 clusters Score -581771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -581773.125000 Penalty: 2736.578369
	Iteration 39Q: 3 clusters Score -581773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -581774.812500 Penalty: 2736.578369
	Iteration 40F: 3 clusters Score -581774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -581775.375000 Penalty: 2736.578369
	Iteration 41Q: 3 clusters Score -581775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -581779.437500 Penalty: 2736.578369
	Iteration 42Q: 3 clusters Score -581779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -581786.687500 Penalty: 2736.578369
	Iteration 43Q: 3 clusters Score -581786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -581791.125000 Penalty: 2736.578369
	Iteration 44Q: 3 clusters Score -581791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -581794.625000 Penalty: 2736.578369
	Iteration 45Q: 3 clusters Score -581794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -581796.312500 Penalty: 2736.578369
	Iteration 46Q: 3 clusters Score -581796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -581797.562500 Penalty: 2736.578369
	Iteration 47Q: 3 clusters Score -581797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -581799.375000 Penalty: 2736.578369
	Iteration 48Q: 3 clusters Score -581799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -581801.187500 Penalty: 2736.578369
	Iteration 49Q: 3 clusters Score -581801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -581805.250000 Penalty: 2736.578369
	Iteration 50Q: 3 clusters Score -581805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -581807.000000 Penalty: 2736.578369
	Iteration 51Q: 3 clusters Score -581807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -581807.937500 Penalty: 2736.578369
	Iteration 52Q: 3 clusters Score -581807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -581808.125000 Penalty: 2736.578369
	Iteration 53Q: 3 clusters Score -581808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -581809.000000 Penalty: 2736.578369
	Iteration 54Q: 3 clusters Score -581809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -581813.812500 Penalty: 2736.578369
	Iteration 55Q: 3 clusters Score -581813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -581816.812500 Penalty: 2736.578369
	Iteration 56Q: 3 clusters Score -581816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -581820.062500 Penalty: 2736.578369
	Iteration 57Q: 3 clusters Score -581820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -581820.062500 Penalty: 2736.578369
	Iteration 58F: 3 clusters Score -581820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Entering Unmasked Estep 
Score: -2231216.750000 Penalty: 1590.224731
	Iteration 0F: 2 clusters Score -2231217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2218853.250000 Penalty: 3180.449463
	Iteration 0F: 3 clusters Score -2218853 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2223271.750000 Penalty: 3180.449463
	Iteration 1F: 3 clusters Score -2223272 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2223606.000000 Penalty: 3180.449463
	Iteration 2F: 3 clusters Score -2223606 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2223918.000000 Penalty: 3180.449463
	Iteration 3Q: 3 clusters Score -2223918 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2224323.000000 Penalty: 3180.449463
	Iteration 4Q: 3 clusters Score -2224323 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2224824.750000 Penalty: 3180.449463
	Iteration 5F: 3 clusters Score -2224825 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2225500.000000 Penalty: 3180.449463
	Iteration 6F: 3 clusters Score -2225500 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2226406.500000 Penalty: 3180.449463
	Iteration 7F: 3 clusters Score -2226406 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2227405.500000 Penalty: 3180.449463
	Iteration 8F: 3 clusters Score -2227406 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2228326.250000 Penalty: 3180.449463
	Iteration 9F: 3 clusters Score -2228326 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2228938.000000 Penalty: 3180.449463
	Iteration 10Q: 3 clusters Score -2228938 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2229300.250000 Penalty: 3180.449463
	Iteration 11Q: 3 clusters Score -2229300 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2229545.500000 Penalty: 3180.449463
	Iteration 12Q: 3 clusters Score -2229546 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2229674.750000 Penalty: 3180.449463
	Iteration 13Q: 3 clusters Score -2229675 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2229746.500000 Penalty: 3180.449463
	Iteration 14Q: 3 clusters Score -2229746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2229780.250000 Penalty: 3180.449463
	Iteration 15Q: 3 clusters Score -2229780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2229801.000000 Penalty: 3180.449463
	Iteration 16Q: 3 clusters Score -2229801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2229823.000000 Penalty: 3180.449463
	Iteration 17Q: 3 clusters Score -2229823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2229836.750000 Penalty: 3180.449463
	Iteration 18Q: 3 clusters Score -2229837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2229845.500000 Penalty: 3180.449463
	Iteration 19Q: 3 clusters Score -2229846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2229846.250000 Penalty: 3180.449463
	Iteration 20F: 3 clusters Score -2229846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2229850.250000 Penalty: 3180.449463
	Iteration 21Q: 3 clusters Score -2229850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2229853.750000 Penalty: 3180.449463
	Iteration 22Q: 3 clusters Score -2229854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2229858.500000 Penalty: 3180.449463
	Iteration 23Q: 3 clusters Score -2229858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2229858.500000 Penalty: 3180.449463
	Iteration 24F: 3 clusters Score -2229858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -428924.375000 Penalty: 1324.028442
	Iteration 0F: 2 clusters Score -428924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -425910.937500 Penalty: 2648.056885
	Iteration 0F: 3 clusters Score -425910.9 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -426690.125000 Penalty: 2648.056885
	Iteration 1F: 3 clusters Score -426690.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -426850.468750 Penalty: 2648.056885
	Iteration 2F: 3 clusters Score -426850.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -426934.000000 Penalty: 2648.056885
	Iteration 3Q: 3 clusters Score -426934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -426988.562500 Penalty: 2648.056885
	Iteration 4Q: 3 clusters Score -426988.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -427039.937500 Penalty: 2648.056885
	Iteration 5Q: 3 clusters Score -427039.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -427091.000000 Penalty: 2648.056885
	Iteration 6Q: 3 clusters Score -427091 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -427145.000000 Penalty: 2648.056885
	Iteration 7Q: 3 clusters Score -427145 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -427191.687500 Penalty: 2648.056885
	Iteration 8Q: 3 clusters Score -427191.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -427237.406250 Penalty: 2648.056885
	Iteration 9Q: 3 clusters Score -427237.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -427279.875000 Penalty: 2648.056885
	Iteration 10Q: 3 clusters Score -427279.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -427311.562500 Penalty: 2648.056885
	Iteration 11Q: 3 clusters Score -427311.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -427331.437500 Penalty: 2648.056885
	Iteration 12Q: 3 clusters Score -427331.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -427353.406250 Penalty: 2648.056885
	Iteration 13Q: 3 clusters Score -427353.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -427377.812500 Penalty: 2648.056885
	Iteration 14Q: 3 clusters Score -427377.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -427409.625000 Penalty: 2648.056885
	Iteration 15Q: 3 clusters Score -427409.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -427436.156250 Penalty: 2648.056885
	Iteration 16Q: 3 clusters Score -427436.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -427465.125000 Penalty: 2648.056885
	Iteration 17Q: 3 clusters Score -427465.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -427494.406250 Penalty: 2648.056885
	Iteration 18Q: 3 clusters Score -427494.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -427533.500000 Penalty: 2648.056885
	Iteration 19Q: 3 clusters Score -427533.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -427560.656250 Penalty: 2648.056885
	Iteration 20F: 3 clusters Score -427560.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -427587.218750 Penalty: 2648.056885
	Iteration 21Q: 3 clusters Score -427587.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -427608.625000 Penalty: 2648.056885
	Iteration 22Q: 3 clusters Score -427608.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -427621.625000 Penalty: 2648.056885
	Iteration 23Q: 3 clusters Score -427621.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -427637.437500 Penalty: 2648.056885
	Iteration 24Q: 3 clusters Score -427637.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -427645.875000 Penalty: 2648.056885
	Iteration 25Q: 3 clusters Score -427645.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -427654.656250 Penalty: 2648.056885
	Iteration 26Q: 3 clusters Score -427654.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -427664.312500 Penalty: 2648.056885
	Iteration 27Q: 3 clusters Score -427664.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -427669.937500 Penalty: 2648.056885
	Iteration 28Q: 3 clusters Score -427669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -427674.187500 Penalty: 2648.056885
	Iteration 29Q: 3 clusters Score -427674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -427681.187500 Penalty: 2648.056885
	Iteration 30Q: 3 clusters Score -427681.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -427687.937500 Penalty: 2648.056885
	Iteration 31Q: 3 clusters Score -427687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -427694.781250 Penalty: 2648.056885
	Iteration 32Q: 3 clusters Score -427694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -427701.406250 Penalty: 2648.056885
	Iteration 33Q: 3 clusters Score -427701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -427703.093750 Penalty: 2648.056885
	Iteration 34Q: 3 clusters Score -427703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -427705.406250 Penalty: 2648.056885
	Iteration 35Q: 3 clusters Score -427705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -427707.187500 Penalty: 2648.056885
	Iteration 36Q: 3 clusters Score -427707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -427709.437500 Penalty: 2648.056885
	Iteration 37Q: 3 clusters Score -427709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -427710.000000 Penalty: 2648.056885
	Iteration 38Q: 3 clusters Score -427710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -427710.000000 Penalty: 2648.056885
	Iteration 39F: 3 clusters Score -427710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Entering Unmasked Estep 
Score: -3895168.750000 Penalty: 1678.443970
	Iteration 0F: 2 clusters Score -3895169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3874575.000000 Penalty: 3356.887939
	Iteration 0F: 3 clusters Score -3874575 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3882302.000000 Penalty: 3356.887939
	Iteration 1F: 3 clusters Score -3882302 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3882732.500000 Penalty: 3356.887939
	Iteration 2Q: 3 clusters Score -3882732 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3883278.750000 Penalty: 3356.887939
	Iteration 3Q: 3 clusters Score -3883279 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3884045.000000 Penalty: 3356.887939
	Iteration 4F: 3 clusters Score -3884045 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3885207.000000 Penalty: 3356.887939
	Iteration 5F: 3 clusters Score -3885207 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3886880.750000 Penalty: 3356.887939
	Iteration 6F: 3 clusters Score -3886881 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3888916.000000 Penalty: 3356.887939
	Iteration 7F: 3 clusters Score -3888916 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3890735.000000 Penalty: 3356.887939
	Iteration 8F: 3 clusters Score -3890735 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3891999.000000 Penalty: 3356.887939
	Iteration 9Q: 3 clusters Score -3891999 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3892686.750000 Penalty: 3356.887939
	Iteration 10Q: 3 clusters Score -3892687 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3893095.250000 Penalty: 3356.887939
	Iteration 11Q: 3 clusters Score -3893095 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3893353.250000 Penalty: 3356.887939
	Iteration 12Q: 3 clusters Score -3893353 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3893522.500000 Penalty: 3356.887939
	Iteration 13Q: 3 clusters Score -3893522 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3893655.000000 Penalty: 3356.887939
	Iteration 14Q: 3 clusters Score -3893655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3893743.500000 Penalty: 3356.887939
	Iteration 15Q: 3 clusters Score -3893744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3893779.000000 Penalty: 3356.887939
	Iteration 16Q: 3 clusters Score -3893779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3893812.750000 Penalty: 3356.887939
	Iteration 17Q: 3 clusters Score -3893813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3893828.250000 Penalty: 3356.887939
	Iteration 18Q: 3 clusters Score -3893828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3893839.750000 Penalty: 3356.887939
	Iteration 19Q: 3 clusters Score -3893840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3893868.750000 Penalty: 3356.887939
	Iteration 20F: 3 clusters Score -3893869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3893877.750000 Penalty: 3356.887939
	Iteration 21Q: 3 clusters Score -3893878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3893886.000000 Penalty: 3356.887939
	Iteration 22Q: 3 clusters Score -3893886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3893896.750000 Penalty: 3356.887939
	Iteration 23Q: 3 clusters Score -3893897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3893913.500000 Penalty: 3356.887939
	Iteration 24Q: 3 clusters Score -3893914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3893918.250000 Penalty: 3356.887939
	Iteration 25Q: 3 clusters Score -3893918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3893925.000000 Penalty: 3356.887939
	Iteration 26Q: 3 clusters Score -3893925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3893923.500000 Penalty: 3356.887939
	Iteration 27Q: 3 clusters Score -3893924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3893926.250000 Penalty: 3356.887939
	Iteration 28Q: 3 clusters Score -3893926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3893934.000000 Penalty: 3356.887939
	Iteration 29Q: 3 clusters Score -3893934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3893937.500000 Penalty: 3356.887939
	Iteration 30Q: 3 clusters Score -3893938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3893938.500000 Penalty: 3356.887939
	Iteration 31Q: 3 clusters Score -3893938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3893939.250000 Penalty: 3356.887939
	Iteration 32Q: 3 clusters Score -3893939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3893938.000000 Penalty: 3356.887939
	Iteration 33Q: 3 clusters Score -3893938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3893939.500000 Penalty: 3356.887939
	Iteration 34Q: 3 clusters Score -3893940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3893943.000000 Penalty: 3356.887939
	Iteration 35Q: 3 clusters Score -3893943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3893941.000000 Penalty: 3356.887939
	Iteration 36Q: 3 clusters Score -3893941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3893941.250000 Penalty: 3356.887939
	Iteration 37Q: 3 clusters Score -3893941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3893941.250000 Penalty: 3356.887939
	Iteration 38F: 3 clusters Score -3893941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99264 members 
Mstep: Class 5 contains 105895 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 127132 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 112703 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 11 contains 24657 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 20989 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797232.000000 Penalty: 38813.050781
Iteration 199Q: 19 clusters Score -7.279723e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99264 members 
Mstep: Class 5 contains 105903 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 127050 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 112656 members 
Mstep: Class 10 contains 24411 members 
Mstep: Class 11 contains 24685 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 21003 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 17776 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797200.000000 Penalty: 38813.050781
Iteration 200F: 19 clusters Score -7.27972e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99254 members 
Mstep: Class 5 contains 105908 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 127004 members 
Mstep: Class 8 contains 1536 members 
Mstep: Class 9 contains 112600 members 
Mstep: Class 10 contains 24457 members 
Mstep: Class 11 contains 24699 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 21015 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 17772 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 30669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797368.000000 Penalty: 38813.050781
Iteration 201Q: 19 clusters Score -7.279737e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99266 members 
Mstep: Class 5 contains 105907 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126953 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 112576 members 
Mstep: Class 10 contains 24502 members 
Mstep: Class 11 contains 24683 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 21024 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 17767 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 30704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797200.000000 Penalty: 38813.050781
Iteration 202Q: 19 clusters Score -7.27972e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99287 members 
Mstep: Class 5 contains 105903 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126918 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 112567 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 24633 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 21032 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 17756 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 30728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797272.000000 Penalty: 38813.050781
Iteration 203Q: 19 clusters Score -7.279727e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99271 members 
Mstep: Class 5 contains 105903 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126884 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 112553 members 
Mstep: Class 10 contains 24634 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 21034 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 4526 members 
Mstep: Class 16 contains 17748 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 30765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797192.000000 Penalty: 38813.050781
Iteration 204Q: 19 clusters Score -7.279719e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99239 members 
Mstep: Class 5 contains 105902 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126838 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 112540 members 
Mstep: Class 10 contains 24713 members 
Mstep: Class 11 contains 24589 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 21041 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 17742 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 30788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797248.000000 Penalty: 38813.050781
Iteration 205Q: 19 clusters Score -7.279725e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99212 members 
Mstep: Class 5 contains 105905 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126777 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 112536 members 
Mstep: Class 10 contains 24792 members 
Mstep: Class 11 contains 24580 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 21042 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 17739 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 30813 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 19 clusters Score -7.279728e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99190 members 
Mstep: Class 5 contains 105901 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126715 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 112546 members 
Mstep: Class 10 contains 24868 members 
Mstep: Class 11 contains 24572 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 21047 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 17735 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 30830 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 19 clusters Score -7.279737e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99185 members 
Mstep: Class 5 contains 105901 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126661 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 112539 members 
Mstep: Class 10 contains 24953 members 
Mstep: Class 11 contains 24555 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21056 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 17733 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 30837 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 19 clusters Score -7.279744e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99177 members 
Mstep: Class 5 contains 105896 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126611 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 112534 members 
Mstep: Class 10 contains 25044 members 
Mstep: Class 11 contains 24524 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21056 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 30853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797432.000000 Penalty: 38813.050781
Iteration 209Q: 19 clusters Score -7.279743e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99180 members 
Mstep: Class 5 contains 105897 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126545 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 112529 members 
Mstep: Class 10 contains 25131 members 
Mstep: Class 11 contains 24490 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21060 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4503 members 
Mstep: Class 16 contains 17732 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 30871 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 210Q: 19 clusters Score -7.27975e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99190 members 
Mstep: Class 5 contains 105906 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126466 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 112526 members 
Mstep: Class 10 contains 25217 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21064 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4499 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 30887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797536.000000 Penalty: 38813.050781
Iteration 211Q: 19 clusters Score -7.279754e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99188 members 
Mstep: Class 5 contains 105909 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126400 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 112508 members 
Mstep: Class 10 contains 25309 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21067 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 17720 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 30919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797616.000000 Penalty: 38813.050781
Iteration 212Q: 19 clusters Score -7.279762e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99170 members 
Mstep: Class 5 contains 105906 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 126340 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 112505 members 
Mstep: Class 10 contains 25397 members 
Mstep: Class 11 contains 24391 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21076 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 4499 members 
Mstep: Class 16 contains 17716 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 30949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797624.000000 Penalty: 38813.050781
Iteration 213Q: 19 clusters Score -7.279762e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99176 members 
Mstep: Class 5 contains 105908 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 126280 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 112488 members 
Mstep: Class 10 contains 25487 members 
Mstep: Class 11 contains 24346 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21080 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 4493 members 
Mstep: Class 16 contains 17713 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 30983 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 19 clusters Score -7.279758e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99167 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126220 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 112469 members 
Mstep: Class 10 contains 25573 members 
Mstep: Class 11 contains 24318 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21079 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 31015 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 19 clusters Score -7.27977e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99173 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126179 members 
Mstep: Class 8 contains 1515 members 
Mstep: Class 9 contains 112445 members 
Mstep: Class 10 contains 25650 members 
Mstep: Class 11 contains 24277 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21088 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 17700 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 31035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797672.000000 Penalty: 38813.050781
Iteration 216Q: 19 clusters Score -7.279767e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99157 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126146 members 
Mstep: Class 8 contains 1515 members 
Mstep: Class 9 contains 112411 members 
Mstep: Class 10 contains 25731 members 
Mstep: Class 11 contains 24246 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21099 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 31060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797640.000000 Penalty: 38813.050781
Iteration 217Q: 19 clusters Score -7.279764e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99137 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126120 members 
Mstep: Class 8 contains 1515 members 
Mstep: Class 9 contains 112390 members 
Mstep: Class 10 contains 25821 members 
Mstep: Class 11 contains 24195 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21109 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 17696 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 31085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797704.000000 Penalty: 38813.050781
Iteration 218Q: 19 clusters Score -7.27977e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99133 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126081 members 
Mstep: Class 8 contains 1512 members 
Mstep: Class 9 contains 112372 members 
Mstep: Class 10 contains 25902 members 
Mstep: Class 11 contains 24142 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21125 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 17694 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797728.000000 Penalty: 38813.050781
Iteration 219Q: 19 clusters Score -7.279773e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99132 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126057 members 
Mstep: Class 8 contains 1512 members 
Mstep: Class 9 contains 112332 members 
Mstep: Class 10 contains 25987 members 
Mstep: Class 11 contains 24095 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21135 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 4479 members 
Mstep: Class 16 contains 17689 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797728.000000 Penalty: 38813.050781
Iteration 220F: 19 clusters Score -7.279773e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99114 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126049 members 
Mstep: Class 8 contains 1512 members 
Mstep: Class 9 contains 112290 members 
Mstep: Class 10 contains 26070 members 
Mstep: Class 11 contains 24052 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21153 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 17686 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 31155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797696.000000 Penalty: 38813.050781
Iteration 221Q: 19 clusters Score -7.27977e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99111 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126039 members 
Mstep: Class 8 contains 1512 members 
Mstep: Class 9 contains 112255 members 
Mstep: Class 10 contains 26145 members 
Mstep: Class 11 contains 23986 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21170 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 4471 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797688.000000 Penalty: 38813.050781
Iteration 222Q: 19 clusters Score -7.279769e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99108 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126047 members 
Mstep: Class 8 contains 1509 members 
Mstep: Class 9 contains 112226 members 
Mstep: Class 10 contains 26219 members 
Mstep: Class 11 contains 23910 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 17682 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 31199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 19 clusters Score -7.279781e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99091 members 
Mstep: Class 5 contains 105930 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126057 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 112212 members 
Mstep: Class 10 contains 26275 members 
Mstep: Class 11 contains 23841 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 31219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797816.000000 Penalty: 38813.050781
Iteration 224Q: 19 clusters Score -7.279782e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99072 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126060 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 112201 members 
Mstep: Class 10 contains 26334 members 
Mstep: Class 11 contains 23780 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21208 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 17690 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 31244 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 225Q: 19 clusters Score -7.279791e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99065 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126055 members 
Mstep: Class 8 contains 1504 members 
Mstep: Class 9 contains 112187 members 
Mstep: Class 10 contains 26411 members 
Mstep: Class 11 contains 23708 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21218 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31262 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 19 clusters Score -7.279783e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99058 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126060 members 
Mstep: Class 8 contains 1500 members 
Mstep: Class 9 contains 112186 members 
Mstep: Class 10 contains 26478 members 
Mstep: Class 11 contains 23629 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21222 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31278 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 227Q: 19 clusters Score -7.279787e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99051 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126064 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 112176 members 
Mstep: Class 10 contains 26553 members 
Mstep: Class 11 contains 23549 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 17689 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 19 clusters Score -7.279787e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99049 members 
Mstep: Class 5 contains 105922 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126041 members 
Mstep: Class 8 contains 1492 members 
Mstep: Class 9 contains 112180 members 
Mstep: Class 10 contains 26604 members 
Mstep: Class 11 contains 23476 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21256 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 17690 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 229Q: 19 clusters Score -7.279802e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99044 members 
Mstep: Class 5 contains 105923 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 126023 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 112195 members 
Mstep: Class 10 contains 26657 members 
Mstep: Class 11 contains 23407 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21272 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 17689 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 31331 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 19 clusters Score -7.27981e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99045 members 
Mstep: Class 5 contains 105923 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 125993 members 
Mstep: Class 8 contains 1481 members 
Mstep: Class 9 contains 112224 members 
Mstep: Class 10 contains 26714 members 
Mstep: Class 11 contains 23319 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21284 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 17689 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31356 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 19 clusters Score -7.279815e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99035 members 
Mstep: Class 5 contains 105925 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125958 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 112253 members 
Mstep: Class 10 contains 26779 members 
Mstep: Class 11 contains 23238 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21300 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 17687 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 31379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798240.000000 Penalty: 38813.050781
Iteration 232Q: 19 clusters Score -7.279824e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99029 members 
Mstep: Class 5 contains 105925 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125915 members 
Mstep: Class 8 contains 1473 members 
Mstep: Class 9 contains 112282 members 
Mstep: Class 10 contains 26850 members 
Mstep: Class 11 contains 23155 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 17688 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798208.000000 Penalty: 38813.050781
Iteration 233Q: 19 clusters Score -7.279821e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 99023 members 
Mstep: Class 5 contains 105925 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125852 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 112317 members 
Mstep: Class 10 contains 26928 members 
Mstep: Class 11 contains 23085 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 21342 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798168.000000 Penalty: 38813.050781
Iteration 234Q: 19 clusters Score -7.279817e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98994 members 
Mstep: Class 5 contains 105922 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125839 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112338 members 
Mstep: Class 10 contains 26983 members 
Mstep: Class 11 contains 23018 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21368 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798080.000000 Penalty: 38813.050781
Iteration 235Q: 19 clusters Score -7.279808e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98964 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125817 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112356 members 
Mstep: Class 10 contains 27053 members 
Mstep: Class 11 contains 22961 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21387 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798184.000000 Penalty: 38813.050781
Iteration 236Q: 19 clusters Score -7.279818e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98958 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125799 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112369 members 
Mstep: Class 10 contains 27098 members 
Mstep: Class 11 contains 22898 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798296.000000 Penalty: 38813.050781
Iteration 237Q: 19 clusters Score -7.27983e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98956 members 
Mstep: Class 5 contains 105917 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125773 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112379 members 
Mstep: Class 10 contains 27142 members 
Mstep: Class 11 contains 22844 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21423 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 17682 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798352.000000 Penalty: 38813.050781
Iteration 238Q: 19 clusters Score -7.279835e+07 nChanged 224
Entering ConstructFrom: 
Score: -72798352.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -12590.599609 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -12590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11819.003906 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -11819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12182.206055 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -12182.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12324.479492 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -12324.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12373.135742 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -12373.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12396.924805 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -12396.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12398.740234 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -12398.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12404.462891 Penalty: 1873.687134
	Iteration 6Q: 3 clusters Score -12404.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12404.462891 Penalty: 1873.687134
	Iteration 7F: 3 clusters Score -12404.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37980.039062 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37980.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37193.230469 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -37193.23 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37815.089844 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37815.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38016.386719 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -38016.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38195.746094 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -38195.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38293.000000 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -38293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38342.589844 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -38342.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38389.171875 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38389.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38442.742188 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38442.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38448.144531 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38448.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38448.949219 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38448.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38449.359375 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38449.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38449.359375 Penalty: 2024.906494
	Iteration 11F: 3 clusters Score -38449.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98949 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125771 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112393 members 
Mstep: Class 10 contains 27168 members 
Mstep: Class 11 contains 22782 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21445 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 17681 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31451 members 
Entering Unmasked Estep 
Score: -72797576.000000 Penalty: 40969.332031
Splitting cluster 2 changes total score from -72798352.000000 to -72797576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -74607.460938 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -74607.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73432.664062 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -73432.66 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73736.101562 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -73736.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73855.421875 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -73855.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73945.921875 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -73945.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74047.968750 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -74047.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74123.625000 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -74123.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74197.593750 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -74197.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74276.625000 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -74276.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74326.195312 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -74326.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74338.804688 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -74338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74344.367188 Penalty: 2148.476074
	Iteration 10Q: 3 clusters Score -74344.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74349.390625 Penalty: 2148.476074
	Iteration 11Q: 3 clusters Score -74349.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74362.367188 Penalty: 2148.476074
	Iteration 12Q: 3 clusters Score -74362.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74394.289062 Penalty: 2148.476074
	Iteration 13Q: 3 clusters Score -74394.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74408.000000 Penalty: 2148.476074
	Iteration 14Q: 3 clusters Score -74408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74411.242188 Penalty: 2148.476074
	Iteration 15Q: 3 clusters Score -74411.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74413.734375 Penalty: 2148.476074
	Iteration 16Q: 3 clusters Score -74413.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74413.867188 Penalty: 2148.476074
	Iteration 17Q: 3 clusters Score -74413.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74414.320312 Penalty: 2148.476074
	Iteration 18Q: 3 clusters Score -74414.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74414.570312 Penalty: 2148.476074
	Iteration 19Q: 3 clusters Score -74414.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74418.656250 Penalty: 2148.476074
	Iteration 20F: 3 clusters Score -74418.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74462.656250 Penalty: 2148.476074
	Iteration 21Q: 3 clusters Score -74462.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74558.851562 Penalty: 2148.476074
	Iteration 22Q: 3 clusters Score -74558.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74584.765625 Penalty: 2148.476074
	Iteration 23Q: 3 clusters Score -74584.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74613.796875 Penalty: 2148.476074
	Iteration 24Q: 3 clusters Score -74613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74625.007812 Penalty: 2148.476074
	Iteration 25Q: 3 clusters Score -74625.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74628.703125 Penalty: 2148.476074
	Iteration 26Q: 3 clusters Score -74628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74629.914062 Penalty: 2148.476074
	Iteration 27Q: 3 clusters Score -74629.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74629.914062 Penalty: 2148.476074
	Iteration 28F: 3 clusters Score -74629.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 98949 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125771 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112393 members 
Mstep: Class 10 contains 27168 members 
Mstep: Class 11 contains 22782 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21445 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 17681 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31451 members 
Entering Unmasked Estep 
Score: -72797208.000000 Penalty: 40969.332031
Splitting cluster 3 changes total score from -72798352.000000 to -72797208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (98949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Entering Unmasked Estep 
Score: -12593095.000000 Penalty: 1869.133423
	Iteration 0F: 2 clusters Score -1.25931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -12527449.000000 Penalty: 3738.266846
	Iteration 0F: 3 clusters Score -1.252745e+07 nChanged 47438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -12558765.000000 Penalty: 3738.266846
	Iteration 1F: 3 clusters Score -1.255876e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -12562086.000000 Penalty: 3738.266846
	Iteration 2F: 3 clusters Score -1.256209e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -12566724.000000 Penalty: 3738.266846
	Iteration 3F: 3 clusters Score -1.256672e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -12572601.000000 Penalty: 3738.266846
	Iteration 4F: 3 clusters Score -1.25726e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -12578687.000000 Penalty: 3738.266846
	Iteration 5F: 3 clusters Score -1.257869e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -12582550.000000 Penalty: 3738.266846
	Iteration 6F: 3 clusters Score -1.258255e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -12584055.000000 Penalty: 3738.266846
	Iteration 7Q: 3 clusters Score -1.258406e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -12585041.000000 Penalty: 3738.266846
	Iteration 8Q: 3 clusters Score -1.258504e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -12585778.000000 Penalty: 3738.266846
	Iteration 9Q: 3 clusters Score -1.258578e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -12586391.000000 Penalty: 3738.266846
	Iteration 10Q: 3 clusters Score -1.258639e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -12586906.000000 Penalty: 3738.266846
	Iteration 11Q: 3 clusters Score -1.258691e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -12587193.000000 Penalty: 3738.266846
	Iteration 12Q: 3 clusters Score -1.258719e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -12587337.000000 Penalty: 3738.266846
	Iteration 13Q: 3 clusters Score -1.258734e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -12587523.000000 Penalty: 3738.266846
	Iteration 14Q: 3 clusters Score -1.258752e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -12587568.000000 Penalty: 3738.266846
	Iteration 15Q: 3 clusters Score -1.258757e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -12587631.000000 Penalty: 3738.266846
	Iteration 16Q: 3 clusters Score -1.258763e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -12587635.000000 Penalty: 3738.266846
	Iteration 17Q: 3 clusters Score -1.258764e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -12587663.000000 Penalty: 3738.266846
	Iteration 18Q: 3 clusters Score -1.258766e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -12587654.000000 Penalty: 3738.266846
	Iteration 19Q: 3 clusters Score -1.258765e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -12587680.000000 Penalty: 3738.266846
	Iteration 20F: 3 clusters Score -1.258768e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -12587679.000000 Penalty: 3738.266846
	Iteration 21Q: 3 clusters Score -1.258768e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -12587647.000000 Penalty: 3738.266846
	Iteration 22Q: 3 clusters Score -1.258765e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -12587666.000000 Penalty: 3738.266846
	Iteration 23Q: 3 clusters Score -1.258767e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -12587681.000000 Penalty: 3738.266846
	Iteration 24Q: 3 clusters Score -1.258768e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -12587673.000000 Penalty: 3738.266846
	Iteration 25Q: 3 clusters Score -1.258767e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -12587680.000000 Penalty: 3738.266846
	Iteration 26Q: 3 clusters Score -1.258768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -12587685.000000 Penalty: 3738.266846
	Iteration 27Q: 3 clusters Score -1.258768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -12587706.000000 Penalty: 3738.266846
	Iteration 28Q: 3 clusters Score -1.258771e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -12587703.000000 Penalty: 3738.266846
	Iteration 29Q: 3 clusters Score -1.25877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -12587696.000000 Penalty: 3738.266846
	Iteration 30Q: 3 clusters Score -1.25877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -12587698.000000 Penalty: 3738.266846
	Iteration 31Q: 3 clusters Score -1.25877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -12587700.000000 Penalty: 3738.266846
	Iteration 32Q: 3 clusters Score -1.25877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -12587693.000000 Penalty: 3738.266846
	Iteration 33Q: 3 clusters Score -1.258769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -12587686.000000 Penalty: 3738.266846
	Iteration 34Q: 3 clusters Score -1.258769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -12587693.000000 Penalty: 3738.266846
	Iteration 35Q: 3 clusters Score -1.258769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -12587691.000000 Penalty: 3738.266846
	Iteration 36Q: 3 clusters Score -1.258769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -12587697.000000 Penalty: 3738.266846
	Iteration 37Q: 3 clusters Score -1.25877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -12587692.000000 Penalty: 3738.266846
	Iteration 38Q: 3 clusters Score -1.258769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -12587690.000000 Penalty: 3738.266846
	Iteration 39Q: 3 clusters Score -1.258769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -12587696.000000 Penalty: 3738.266846
	Iteration 40F: 3 clusters Score -1.25877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -12587683.000000 Penalty: 3738.266846
	Iteration 41Q: 3 clusters Score -1.258768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -12587676.000000 Penalty: 3738.266846
	Iteration 42Q: 3 clusters Score -1.258768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -12587687.000000 Penalty: 3738.266846
	Iteration 43Q: 3 clusters Score -1.258769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -12587686.000000 Penalty: 3738.266846
	Iteration 44Q: 3 clusters Score -1.258769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -12587685.000000 Penalty: 3738.266846
	Iteration 45Q: 3 clusters Score -1.258768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -12587666.000000 Penalty: 3738.266846
	Iteration 46Q: 3 clusters Score -1.258767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -12587666.000000 Penalty: 3738.266846
	Iteration 47Q: 3 clusters Score -1.258767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -12587658.000000 Penalty: 3738.266846
	Iteration 48Q: 3 clusters Score -1.258766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -12587670.000000 Penalty: 3738.266846
	Iteration 49Q: 3 clusters Score -1.258767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -12587660.000000 Penalty: 3738.266846
	Iteration 50Q: 3 clusters Score -1.258766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -12587668.000000 Penalty: 3738.266846
	Iteration 51Q: 3 clusters Score -1.258767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -12587659.000000 Penalty: 3738.266846
	Iteration 52Q: 3 clusters Score -1.258766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -12587656.000000 Penalty: 3738.266846
	Iteration 53Q: 3 clusters Score -1.258766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -12587654.000000 Penalty: 3738.266846
	Iteration 54Q: 3 clusters Score -1.258765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -12587654.000000 Penalty: 3738.266846
	Iteration 55Q: 3 clusters Score -1.258765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -12587662.000000 Penalty: 3738.266846
	Iteration 56Q: 3 clusters Score -1.258766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -12587659.000000 Penalty: 3738.266846
	Iteration 57Q: 3 clusters Score -1.258766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -12587659.000000 Penalty: 3738.266846
	Iteration 58Q: 3 clusters Score -1.258766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -12587664.000000 Penalty: 3738.266846
	Iteration 59Q: 3 clusters Score -1.258766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -12587658.000000 Penalty: 3738.266846
	Iteration 60F: 3 clusters Score -1.258766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105921 members 
Entering Unmasked Estep 
Score: -13735940.000000 Penalty: 1880.197998
	Iteration 0F: 2 clusters Score -1.373594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -13672429.000000 Penalty: 3760.395996
	Iteration 0F: 3 clusters Score -1.367243e+07 nChanged 50794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -13702244.000000 Penalty: 3760.395996
	Iteration 1F: 3 clusters Score -1.370224e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 59619 members 
Entering Unmasked Estep 
Score: -13703141.000000 Penalty: 3760.395996
	Iteration 2Q: 3 clusters Score -1.370314e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -13704605.000000 Penalty: 3760.395996
	Iteration 3Q: 3 clusters Score -1.37046e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -13706635.000000 Penalty: 3760.395996
	Iteration 4F: 3 clusters Score -1.370664e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -13709958.000000 Penalty: 3760.395996
	Iteration 5F: 3 clusters Score -1.370996e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -13714614.000000 Penalty: 3760.395996
	Iteration 6F: 3 clusters Score -1.371461e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -13719438.000000 Penalty: 3760.395996
	Iteration 7F: 3 clusters Score -1.371944e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -13723051.000000 Penalty: 3760.395996
	Iteration 8Q: 3 clusters Score -1.372305e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -13725242.000000 Penalty: 3760.395996
	Iteration 9Q: 3 clusters Score -1.372524e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -13726384.000000 Penalty: 3760.395996
	Iteration 10Q: 3 clusters Score -1.372638e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -13727046.000000 Penalty: 3760.395996
	Iteration 11Q: 3 clusters Score -1.372705e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -13727459.000000 Penalty: 3760.395996
	Iteration 12Q: 3 clusters Score -1.372746e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -13727752.000000 Penalty: 3760.395996
	Iteration 13Q: 3 clusters Score -1.372775e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -13728128.000000 Penalty: 3760.395996
	Iteration 14Q: 3 clusters Score -1.372813e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -13728431.000000 Penalty: 3760.395996
	Iteration 15Q: 3 clusters Score -1.372843e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -13728790.000000 Penalty: 3760.395996
	Iteration 16Q: 3 clusters Score -1.372879e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -13729164.000000 Penalty: 3760.395996
	Iteration 17Q: 3 clusters Score -1.372916e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -13729525.000000 Penalty: 3760.395996
	Iteration 18Q: 3 clusters Score -1.372952e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -13729805.000000 Penalty: 3760.395996
	Iteration 19Q: 3 clusters Score -1.37298e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -13730114.000000 Penalty: 3760.395996
	Iteration 20F: 3 clusters Score -1.373011e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -13730548.000000 Penalty: 3760.395996
	Iteration 21Q: 3 clusters Score -1.373055e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -13730938.000000 Penalty: 3760.395996
	Iteration 22Q: 3 clusters Score -1.373094e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -13731323.000000 Penalty: 3760.395996
	Iteration 23Q: 3 clusters Score -1.373132e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -13731723.000000 Penalty: 3760.395996
	Iteration 24Q: 3 clusters Score -1.373172e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -13732104.000000 Penalty: 3760.395996
	Iteration 25Q: 3 clusters Score -1.37321e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -13732373.000000 Penalty: 3760.395996
	Iteration 26Q: 3 clusters Score -1.373237e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -13732665.000000 Penalty: 3760.395996
	Iteration 27Q: 3 clusters Score -1.373266e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 103381 members 
Entering Unmasked Estep 
Score: -13732949.000000 Penalty: 3760.395996
	Iteration 28Q: 3 clusters Score -1.373295e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -13733116.000000 Penalty: 3760.395996
	Iteration 29Q: 3 clusters Score -1.373312e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -13733287.000000 Penalty: 3760.395996
	Iteration 30Q: 3 clusters Score -1.373329e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 104115 members 
Entering Unmasked Estep 
Score: -13733454.000000 Penalty: 3760.395996
	Iteration 31Q: 3 clusters Score -1.373345e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -13733572.000000 Penalty: 3760.395996
	Iteration 32Q: 3 clusters Score -1.373357e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -13733661.000000 Penalty: 3760.395996
	Iteration 33Q: 3 clusters Score -1.373366e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -13733731.000000 Penalty: 3760.395996
	Iteration 34Q: 3 clusters Score -1.373373e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -13733796.000000 Penalty: 3760.395996
	Iteration 35Q: 3 clusters Score -1.37338e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -13733864.000000 Penalty: 3760.395996
	Iteration 36Q: 3 clusters Score -1.373386e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -13733910.000000 Penalty: 3760.395996
	Iteration 37Q: 3 clusters Score -1.373391e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -13733960.000000 Penalty: 3760.395996
	Iteration 38Q: 3 clusters Score -1.373396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 104871 members 
Entering Unmasked Estep 
Score: -13733975.000000 Penalty: 3760.395996
	Iteration 39Q: 3 clusters Score -1.373398e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 104905 members 
Entering Unmasked Estep 
Score: -13734005.000000 Penalty: 3760.395996
	Iteration 40F: 3 clusters Score -1.3734e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -13734039.000000 Penalty: 3760.395996
	Iteration 41Q: 3 clusters Score -1.373404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -13734060.000000 Penalty: 3760.395996
	Iteration 42Q: 3 clusters Score -1.373406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 104978 members 
Entering Unmasked Estep 
Score: -13734084.000000 Penalty: 3760.395996
	Iteration 43Q: 3 clusters Score -1.373408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -13734089.000000 Penalty: 3760.395996
	Iteration 44Q: 3 clusters Score -1.373409e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -13734113.000000 Penalty: 3760.395996
	Iteration 45Q: 3 clusters Score -1.373411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 105063 members 
Entering Unmasked Estep 
Score: -13734134.000000 Penalty: 3760.395996
	Iteration 46Q: 3 clusters Score -1.373413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 105083 members 
Entering Unmasked Estep 
Score: -13734129.000000 Penalty: 3760.395996
	Iteration 47Q: 3 clusters Score -1.373413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 105103 members 
Entering Unmasked Estep 
Score: -13734149.000000 Penalty: 3760.395996
	Iteration 48Q: 3 clusters Score -1.373415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -13734144.000000 Penalty: 3760.395996
	Iteration 49Q: 3 clusters Score -1.373414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -13734148.000000 Penalty: 3760.395996
	Iteration 50Q: 3 clusters Score -1.373415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
Score: -13734174.000000 Penalty: 3760.395996
	Iteration 51Q: 3 clusters Score -1.373417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -13734176.000000 Penalty: 3760.395996
	Iteration 52Q: 3 clusters Score -1.373418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 105175 members 
Entering Unmasked Estep 
Score: -13734192.000000 Penalty: 3760.395996
	Iteration 53Q: 3 clusters Score -1.373419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -13734190.000000 Penalty: 3760.395996
	Iteration 54Q: 3 clusters Score -1.373419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -13734198.000000 Penalty: 3760.395996
	Iteration 55Q: 3 clusters Score -1.37342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -13734217.000000 Penalty: 3760.395996
	Iteration 56Q: 3 clusters Score -1.373422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 105206 members 
Entering Unmasked Estep 
Score: -13734214.000000 Penalty: 3760.395996
	Iteration 57Q: 3 clusters Score -1.373421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 105211 members 
Entering Unmasked Estep 
Score: -13734213.000000 Penalty: 3760.395996
	Iteration 58Q: 3 clusters Score -1.373421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 105217 members 
Entering Unmasked Estep 
Score: -13734218.000000 Penalty: 3760.395996
	Iteration 59Q: 3 clusters Score -1.373422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -13734232.000000 Penalty: 3760.395996
	Iteration 60F: 3 clusters Score -1.373423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -13734233.000000 Penalty: 3760.395996
	Iteration 61Q: 3 clusters Score -1.373423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 105236 members 
Entering Unmasked Estep 
Score: -13734227.000000 Penalty: 3760.395996
	Iteration 62Q: 3 clusters Score -1.373423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -13734231.000000 Penalty: 3760.395996
	Iteration 63Q: 3 clusters Score -1.373423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 105249 members 
Entering Unmasked Estep 
Score: -13734231.000000 Penalty: 3760.395996
	Iteration 64Q: 3 clusters Score -1.373423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 105254 members 
Entering Unmasked Estep 
Score: -13734238.000000 Penalty: 3760.395996
	Iteration 65Q: 3 clusters Score -1.373424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -13734236.000000 Penalty: 3760.395996
	Iteration 66Q: 3 clusters Score -1.373424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 105260 members 
Entering Unmasked Estep 
Score: -13734240.000000 Penalty: 3760.395996
	Iteration 67Q: 3 clusters Score -1.373424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -13734246.000000 Penalty: 3760.395996
	Iteration 68Q: 3 clusters Score -1.373425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -13734248.000000 Penalty: 3760.395996
	Iteration 69Q: 3 clusters Score -1.373425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -13734248.000000 Penalty: 3760.395996
	Iteration 70Q: 3 clusters Score -1.373425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -13734256.000000 Penalty: 3760.395996
	Iteration 71Q: 3 clusters Score -1.373426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -13734247.000000 Penalty: 3760.395996
	Iteration 72Q: 3 clusters Score -1.373425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -13734247.000000 Penalty: 3760.395996
	Iteration 73F: 3 clusters Score -1.373425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -67599.468750 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -67599.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66542.859375 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -66542.86 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67126.765625 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -67126.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67296.796875 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -67296.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67376.593750 Penalty: 2099.977051
	Iteration 3Q: 3 clusters Score -67376.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67418.718750 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -67418.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67421.484375 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -67421.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67421.484375 Penalty: 2099.977051
	Iteration 6F: 3 clusters Score -67421.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (125771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Entering Unmasked Estep 
Score: -16015673.000000 Penalty: 1908.110474
	Iteration 0F: 2 clusters Score -1.601567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -15942143.000000 Penalty: 3816.220947
	Iteration 0F: 3 clusters Score -1.594214e+07 nChanged 60557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -15977135.000000 Penalty: 3816.220947
	Iteration 1F: 3 clusters Score -1.597714e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -15977932.000000 Penalty: 3816.220947
	Iteration 2Q: 3 clusters Score -1.597793e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -15979030.000000 Penalty: 3816.220947
	Iteration 3Q: 3 clusters Score -1.597903e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -15980286.000000 Penalty: 3816.220947
	Iteration 4Q: 3 clusters Score -1.598029e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -15982205.000000 Penalty: 3816.220947
	Iteration 5Q: 3 clusters Score -1.59822e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -15984729.000000 Penalty: 3816.220947
	Iteration 6Q: 3 clusters Score -1.598473e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -15988781.000000 Penalty: 3816.220947
	Iteration 7F: 3 clusters Score -1.598878e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -15993817.000000 Penalty: 3816.220947
	Iteration 8F: 3 clusters Score -1.599382e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -15999883.000000 Penalty: 3816.220947
	Iteration 9F: 3 clusters Score -1.599988e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -16004882.000000 Penalty: 3816.220947
	Iteration 10F: 3 clusters Score -1.600488e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 99327 members 
Entering Unmasked Estep 
Score: -16007857.000000 Penalty: 3816.220947
	Iteration 11Q: 3 clusters Score -1.600786e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -16009398.000000 Penalty: 3816.220947
	Iteration 12Q: 3 clusters Score -1.60094e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -16010130.000000 Penalty: 3816.220947
	Iteration 13Q: 3 clusters Score -1.601013e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -16010663.000000 Penalty: 3816.220947
	Iteration 14Q: 3 clusters Score -1.601066e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 105327 members 
Entering Unmasked Estep 
Score: -16011169.000000 Penalty: 3816.220947
	Iteration 15Q: 3 clusters Score -1.601117e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -16011683.000000 Penalty: 3816.220947
	Iteration 16Q: 3 clusters Score -1.601168e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 107905 members 
Entering Unmasked Estep 
Score: -16012093.000000 Penalty: 3816.220947
	Iteration 17Q: 3 clusters Score -1.601209e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -16012467.000000 Penalty: 3816.220947
	Iteration 18Q: 3 clusters Score -1.601247e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 110536 members 
Entering Unmasked Estep 
Score: -16012741.000000 Penalty: 3816.220947
	Iteration 19Q: 3 clusters Score -1.601274e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 111820 members 
Entering Unmasked Estep 
Score: -16012864.000000 Penalty: 3816.220947
	Iteration 20F: 3 clusters Score -1.601286e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -16012913.000000 Penalty: 3816.220947
	Iteration 21Q: 3 clusters Score -1.601291e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 114295 members 
Entering Unmasked Estep 
Score: -16013056.000000 Penalty: 3816.220947
	Iteration 22Q: 3 clusters Score -1.601306e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -16013139.000000 Penalty: 3816.220947
	Iteration 23Q: 3 clusters Score -1.601314e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 116374 members 
Entering Unmasked Estep 
Score: -16013336.000000 Penalty: 3816.220947
	Iteration 24Q: 3 clusters Score -1.601334e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -16013451.000000 Penalty: 3816.220947
	Iteration 25Q: 3 clusters Score -1.601345e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 118143 members 
Entering Unmasked Estep 
Score: -16013538.000000 Penalty: 3816.220947
	Iteration 26Q: 3 clusters Score -1.601354e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -16013521.000000 Penalty: 3816.220947
	Iteration 27Q: 3 clusters Score -1.601352e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 119593 members 
Entering Unmasked Estep 
Score: -16013574.000000 Penalty: 3816.220947
	Iteration 28Q: 3 clusters Score -1.601357e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 120237 members 
Entering Unmasked Estep 
Score: -16013544.000000 Penalty: 3816.220947
	Iteration 29Q: 3 clusters Score -1.601354e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 120791 members 
Entering Unmasked Estep 
Score: -16013600.000000 Penalty: 3816.220947
	Iteration 30Q: 3 clusters Score -1.60136e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -16013668.000000 Penalty: 3816.220947
	Iteration 31Q: 3 clusters Score -1.601367e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 121709 members 
Entering Unmasked Estep 
Score: -16013774.000000 Penalty: 3816.220947
	Iteration 32Q: 3 clusters Score -1.601377e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -16013834.000000 Penalty: 3816.220947
	Iteration 33Q: 3 clusters Score -1.601383e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 122422 members 
Entering Unmasked Estep 
Score: -16013891.000000 Penalty: 3816.220947
	Iteration 34Q: 3 clusters Score -1.601389e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 122705 members 
Entering Unmasked Estep 
Score: -16014033.000000 Penalty: 3816.220947
	Iteration 35Q: 3 clusters Score -1.601403e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -16014087.000000 Penalty: 3816.220947
	Iteration 36Q: 3 clusters Score -1.601409e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 123174 members 
Entering Unmasked Estep 
Score: -16014150.000000 Penalty: 3816.220947
	Iteration 37Q: 3 clusters Score -1.601415e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 123345 members 
Entering Unmasked Estep 
Score: -16014157.000000 Penalty: 3816.220947
	Iteration 38Q: 3 clusters Score -1.601416e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 123486 members 
Entering Unmasked Estep 
Score: -16014183.000000 Penalty: 3816.220947
	Iteration 39Q: 3 clusters Score -1.601418e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 123623 members 
Entering Unmasked Estep 
Score: -16014221.000000 Penalty: 3816.220947
	Iteration 40F: 3 clusters Score -1.601422e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 123737 members 
Entering Unmasked Estep 
Score: -16014241.000000 Penalty: 3816.220947
	Iteration 41Q: 3 clusters Score -1.601424e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 123849 members 
Entering Unmasked Estep 
Score: -16014258.000000 Penalty: 3816.220947
	Iteration 42Q: 3 clusters Score -1.601426e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -16014253.000000 Penalty: 3816.220947
	Iteration 43Q: 3 clusters Score -1.601425e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -16014318.000000 Penalty: 3816.220947
	Iteration 44Q: 3 clusters Score -1.601432e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 124108 members 
Entering Unmasked Estep 
Score: -16014312.000000 Penalty: 3816.220947
	Iteration 45Q: 3 clusters Score -1.601431e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -16014339.000000 Penalty: 3816.220947
	Iteration 46Q: 3 clusters Score -1.601434e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 124230 members 
Entering Unmasked Estep 
Score: -16014383.000000 Penalty: 3816.220947
	Iteration 47Q: 3 clusters Score -1.601438e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 124273 members 
Entering Unmasked Estep 
Score: -16014394.000000 Penalty: 3816.220947
	Iteration 48Q: 3 clusters Score -1.601439e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 124315 members 
Entering Unmasked Estep 
Score: -16014433.000000 Penalty: 3816.220947
	Iteration 49Q: 3 clusters Score -1.601443e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 124340 members 
Entering Unmasked Estep 
Score: -16014444.000000 Penalty: 3816.220947
	Iteration 50Q: 3 clusters Score -1.601444e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 124368 members 
Entering Unmasked Estep 
Score: -16014465.000000 Penalty: 3816.220947
	Iteration 51Q: 3 clusters Score -1.601446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 124392 members 
Entering Unmasked Estep 
Score: -16014480.000000 Penalty: 3816.220947
	Iteration 52Q: 3 clusters Score -1.601448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -16014476.000000 Penalty: 3816.220947
	Iteration 53Q: 3 clusters Score -1.601448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -16014476.000000 Penalty: 3816.220947
	Iteration 54Q: 3 clusters Score -1.601448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -16014466.000000 Penalty: 3816.220947
	Iteration 55Q: 3 clusters Score -1.601447e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 124469 members 
Entering Unmasked Estep 
Score: -16014490.000000 Penalty: 3816.220947
	Iteration 56Q: 3 clusters Score -1.601449e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -16014495.000000 Penalty: 3816.220947
	Iteration 57Q: 3 clusters Score -1.60145e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
Score: -16014492.000000 Penalty: 3816.220947
	Iteration 58Q: 3 clusters Score -1.601449e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 124530 members 
Entering Unmasked Estep 
Score: -16014485.000000 Penalty: 3816.220947
	Iteration 59Q: 3 clusters Score -1.601448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 124546 members 
Entering Unmasked Estep 
Score: -16014497.000000 Penalty: 3816.220947
	Iteration 60F: 3 clusters Score -1.60145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 124561 members 
Entering Unmasked Estep 
Score: -16014504.000000 Penalty: 3816.220947
	Iteration 61Q: 3 clusters Score -1.60145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 124570 members 
Entering Unmasked Estep 
Score: -16014501.000000 Penalty: 3816.220947
	Iteration 62Q: 3 clusters Score -1.60145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 124575 members 
Entering Unmasked Estep 
Score: -16014495.000000 Penalty: 3816.220947
	Iteration 63Q: 3 clusters Score -1.60145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 124580 members 
Entering Unmasked Estep 
Score: -16014493.000000 Penalty: 3816.220947
	Iteration 64Q: 3 clusters Score -1.601449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 124584 members 
Entering Unmasked Estep 
Score: -16014498.000000 Penalty: 3816.220947
	Iteration 65Q: 3 clusters Score -1.60145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -16014512.000000 Penalty: 3816.220947
	Iteration 66Q: 3 clusters Score -1.601451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 124597 members 
Entering Unmasked Estep 
Score: -16014511.000000 Penalty: 3816.220947
	Iteration 67Q: 3 clusters Score -1.601451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 124606 members 
Entering Unmasked Estep 
Score: -16014509.000000 Penalty: 3816.220947
	Iteration 68Q: 3 clusters Score -1.601451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 124616 members 
Entering Unmasked Estep 
Score: -16014507.000000 Penalty: 3816.220947
	Iteration 69Q: 3 clusters Score -1.601451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 124627 members 
Entering Unmasked Estep 
Score: -16014499.000000 Penalty: 3816.220947
	Iteration 70Q: 3 clusters Score -1.60145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -16014495.000000 Penalty: 3816.220947
	Iteration 71Q: 3 clusters Score -1.60145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 124650 members 
Entering Unmasked Estep 
Score: -16014491.000000 Penalty: 3816.220947
	Iteration 72Q: 3 clusters Score -1.601449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -16014486.000000 Penalty: 3816.220947
	Iteration 73Q: 3 clusters Score -1.601449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -16014495.000000 Penalty: 3816.220947
	Iteration 74Q: 3 clusters Score -1.60145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -16014485.000000 Penalty: 3816.220947
	Iteration 75Q: 3 clusters Score -1.601448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 124683 members 
Entering Unmasked Estep 
Score: -16014480.000000 Penalty: 3816.220947
	Iteration 76Q: 3 clusters Score -1.601448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -16014483.000000 Penalty: 3816.220947
	Iteration 77Q: 3 clusters Score -1.601448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 124692 members 
Entering Unmasked Estep 
Score: -16014495.000000 Penalty: 3816.220947
	Iteration 78Q: 3 clusters Score -1.60145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 124696 members 
Entering Unmasked Estep 
Score: -16014490.000000 Penalty: 3816.220947
	Iteration 79Q: 3 clusters Score -1.601449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 124698 members 
Entering Unmasked Estep 
Score: -16014497.000000 Penalty: 3816.220947
	Iteration 80F: 3 clusters Score -1.60145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -16014496.000000 Penalty: 3816.220947
	Iteration 81Q: 3 clusters Score -1.60145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 124704 members 
Entering Unmasked Estep 
Score: -16014504.000000 Penalty: 3816.220947
	Iteration 82Q: 3 clusters Score -1.60145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 124703 members 
Entering Unmasked Estep 
Score: -16014500.000000 Penalty: 3816.220947
	Iteration 83Q: 3 clusters Score -1.60145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -16014489.000000 Penalty: 3816.220947
	Iteration 84Q: 3 clusters Score -1.601449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 124713 members 
Entering Unmasked Estep 
Score: -16014489.000000 Penalty: 3816.220947
	Iteration 85Q: 3 clusters Score -1.601449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 124723 members 
Entering Unmasked Estep 
Score: -16014489.000000 Penalty: 3816.220947
	Iteration 86Q: 3 clusters Score -1.601449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 124725 members 
Entering Unmasked Estep 
Score: -16014490.000000 Penalty: 3816.220947
	Iteration 87Q: 3 clusters Score -1.601449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 124727 members 
Entering Unmasked Estep 
Score: -16014500.000000 Penalty: 3816.220947
	Iteration 88Q: 3 clusters Score -1.60145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 124730 members 
Entering Unmasked Estep 
Score: -16014499.000000 Penalty: 3816.220947
	Iteration 89Q: 3 clusters Score -1.60145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -16014491.000000 Penalty: 3816.220947
	Iteration 90Q: 3 clusters Score -1.601449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 124736 members 
Entering Unmasked Estep 
Score: -16014487.000000 Penalty: 3816.220947
	Iteration 91Q: 3 clusters Score -1.601449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 124739 members 
Entering Unmasked Estep 
Score: -16014499.000000 Penalty: 3816.220947
	Iteration 92Q: 3 clusters Score -1.60145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 124740 members 
Entering Unmasked Estep 
Score: -16014495.000000 Penalty: 3816.220947
	Iteration 93Q: 3 clusters Score -1.60145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 124741 members 
Entering Unmasked Estep 
Score: -16014491.000000 Penalty: 3816.220947
	Iteration 94Q: 3 clusters Score -1.601449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 124741 members 
Entering Unmasked Estep 
Score: -16014496.000000 Penalty: 3816.220947
	Iteration 95Q: 3 clusters Score -1.60145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 124742 members 
Entering Unmasked Estep 
Score: -16014495.000000 Penalty: 3816.220947
	Iteration 96Q: 3 clusters Score -1.60145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 124740 members 
Entering Unmasked Estep 
Score: -16014499.000000 Penalty: 3816.220947
	Iteration 97Q: 3 clusters Score -1.60145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 124739 members 
Entering Unmasked Estep 
Score: -16014487.000000 Penalty: 3816.220947
	Iteration 98Q: 3 clusters Score -1.601449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 124740 members 
Entering Unmasked Estep 
Score: -16014495.000000 Penalty: 3816.220947
	Iteration 99Q: 3 clusters Score -1.60145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 124744 members 
Entering Unmasked Estep 
Score: -16014496.000000 Penalty: 3816.220947
	Iteration 100F: 3 clusters Score -1.60145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 124747 members 
Entering Unmasked Estep 
Score: -16014482.000000 Penalty: 3816.220947
	Iteration 101Q: 3 clusters Score -1.601448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 124748 members 
Entering Unmasked Estep 
Score: -16014485.000000 Penalty: 3816.220947
	Iteration 102Q: 3 clusters Score -1.601448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -16014482.000000 Penalty: 3816.220947
	Iteration 103Q: 3 clusters Score -1.601448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -16014500.000000 Penalty: 3816.220947
	Iteration 104Q: 3 clusters Score -1.60145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 124758 members 
Entering Unmasked Estep 
Score: -16014499.000000 Penalty: 3816.220947
	Iteration 105Q: 3 clusters Score -1.60145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 124761 members 
Entering Unmasked Estep 
Score: -16014506.000000 Penalty: 3816.220947
	Iteration 106Q: 3 clusters Score -1.601451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 124763 members 
Entering Unmasked Estep 
Score: -16014496.000000 Penalty: 3816.220947
	Iteration 107Q: 3 clusters Score -1.60145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 124764 members 
Entering Unmasked Estep 
Score: -16014498.000000 Penalty: 3816.220947
	Iteration 108Q: 3 clusters Score -1.60145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 124767 members 
Entering Unmasked Estep 
Score: -16014502.000000 Penalty: 3816.220947
	Iteration 109Q: 3 clusters Score -1.60145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 124770 members 
Entering Unmasked Estep 
Score: -16014499.000000 Penalty: 3816.220947
	Iteration 110Q: 3 clusters Score -1.60145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 124772 members 
Entering Unmasked Estep 
Score: -16014500.000000 Penalty: 3816.220947
	Iteration 111Q: 3 clusters Score -1.60145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 124775 members 
Entering Unmasked Estep 
Score: -16014500.000000 Penalty: 3816.220947
	Iteration 112Q: 3 clusters Score -1.60145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 124776 members 
Entering Unmasked Estep 
Score: -16014507.000000 Penalty: 3816.220947
	Iteration 113Q: 3 clusters Score -1.601451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 124776 members 
Entering Unmasked Estep 
Score: -16014507.000000 Penalty: 3816.220947
	Iteration 114F: 3 clusters Score -1.601451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -184673.250000 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -184673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182886.078125 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -182886.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -183174.953125 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -183175 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -183253.421875 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -183253.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -183310.578125 Penalty: 2370.230713
	Iteration 3Q: 3 clusters Score -183310.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -183347.140625 Penalty: 2370.230713
	Iteration 4Q: 3 clusters Score -183347.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -183375.015625 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -183375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -183395.437500 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -183395.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -183413.375000 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -183413.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183428.828125 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -183428.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -183448.171875 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -183448.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -183463.968750 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -183464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -183471.156250 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -183471.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -183477.796875 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -183477.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -183486.156250 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -183486.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -183493.843750 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -183493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -183499.218750 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -183499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -183505.203125 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -183505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -183510.031250 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -183510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -183513.687500 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -183513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -183514.578125 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -183514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -183515.921875 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -183515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -183517.171875 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -183517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -183518.296875 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -183518.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -183518.296875 Penalty: 2370.230713
	Iteration 23F: 3 clusters Score -183518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (112393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112393 members 
Entering Unmasked Estep 
Score: -14343775.000000 Penalty: 1889.835449
	Iteration 0F: 2 clusters Score -1.434378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -14274963.000000 Penalty: 3779.670898
	Iteration 0F: 3 clusters Score -1.427496e+07 nChanged 53742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -14306103.000000 Penalty: 3779.670898
	Iteration 1F: 3 clusters Score -1.43061e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -14306654.000000 Penalty: 3779.670898
	Iteration 2Q: 3 clusters Score -1.430665e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -14307357.000000 Penalty: 3779.670898
	Iteration 3Q: 3 clusters Score -1.430736e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -14308145.000000 Penalty: 3779.670898
	Iteration 4Q: 3 clusters Score -1.430814e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -14309233.000000 Penalty: 3779.670898
	Iteration 5Q: 3 clusters Score -1.430923e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -14310765.000000 Penalty: 3779.670898
	Iteration 6Q: 3 clusters Score -1.431076e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -14313217.000000 Penalty: 3779.670898
	Iteration 7Q: 3 clusters Score -1.431322e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -14316735.000000 Penalty: 3779.670898
	Iteration 8F: 3 clusters Score -1.431674e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -14321156.000000 Penalty: 3779.670898
	Iteration 9F: 3 clusters Score -1.432116e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -14325921.000000 Penalty: 3779.670898
	Iteration 10F: 3 clusters Score -1.432592e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -14330028.000000 Penalty: 3779.670898
	Iteration 11F: 3 clusters Score -1.433003e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -14333390.000000 Penalty: 3779.670898
	Iteration 12F: 3 clusters Score -1.433339e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -14335966.000000 Penalty: 3779.670898
	Iteration 13Q: 3 clusters Score -1.433597e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -14337527.000000 Penalty: 3779.670898
	Iteration 14Q: 3 clusters Score -1.433753e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -14338776.000000 Penalty: 3779.670898
	Iteration 15Q: 3 clusters Score -1.433878e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75711 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -14339354.000000 Penalty: 3779.670898
	Iteration 16Q: 3 clusters Score -1.433935e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -14339816.000000 Penalty: 3779.670898
	Iteration 17Q: 3 clusters Score -1.433982e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -14340123.000000 Penalty: 3779.670898
	Iteration 18Q: 3 clusters Score -1.434012e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -14340223.000000 Penalty: 3779.670898
	Iteration 19Q: 3 clusters Score -1.434022e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -14340365.000000 Penalty: 3779.670898
	Iteration 20F: 3 clusters Score -1.434036e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -14340428.000000 Penalty: 3779.670898
	Iteration 21Q: 3 clusters Score -1.434043e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -14340479.000000 Penalty: 3779.670898
	Iteration 22Q: 3 clusters Score -1.434048e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -14340488.000000 Penalty: 3779.670898
	Iteration 23Q: 3 clusters Score -1.434049e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -14340565.000000 Penalty: 3779.670898
	Iteration 24Q: 3 clusters Score -1.434056e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -14340669.000000 Penalty: 3779.670898
	Iteration 25Q: 3 clusters Score -1.434067e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -14340776.000000 Penalty: 3779.670898
	Iteration 26Q: 3 clusters Score -1.434078e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -14340858.000000 Penalty: 3779.670898
	Iteration 27Q: 3 clusters Score -1.434086e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -14340862.000000 Penalty: 3779.670898
	Iteration 28Q: 3 clusters Score -1.434086e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -14340962.000000 Penalty: 3779.670898
	Iteration 29Q: 3 clusters Score -1.434096e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -14341018.000000 Penalty: 3779.670898
	Iteration 30Q: 3 clusters Score -1.434102e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -14341117.000000 Penalty: 3779.670898
	Iteration 31Q: 3 clusters Score -1.434112e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -14341297.000000 Penalty: 3779.670898
	Iteration 32Q: 3 clusters Score -1.43413e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -14341480.000000 Penalty: 3779.670898
	Iteration 33Q: 3 clusters Score -1.434148e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -14341839.000000 Penalty: 3779.670898
	Iteration 34Q: 3 clusters Score -1.434184e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -14342268.000000 Penalty: 3779.670898
	Iteration 35Q: 3 clusters Score -1.434227e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -14342680.000000 Penalty: 3779.670898
	Iteration 36Q: 3 clusters Score -1.434268e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -14343129.000000 Penalty: 3779.670898
	Iteration 37Q: 3 clusters Score -1.434313e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -14343489.000000 Penalty: 3779.670898
	Iteration 38Q: 3 clusters Score -1.434349e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -14343939.000000 Penalty: 3779.670898
	Iteration 39Q: 3 clusters Score -1.434394e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -14344254.000000 Penalty: 3779.670898
	Iteration 40F: 3 clusters Score -1.434425e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -14344563.000000 Penalty: 3779.670898
	Iteration 41Q: 3 clusters Score -1.434456e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -14344761.000000 Penalty: 3779.670898
	Iteration 42Q: 3 clusters Score -1.434476e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -14344925.000000 Penalty: 3779.670898
	Iteration 43Q: 3 clusters Score -1.434492e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -14345044.000000 Penalty: 3779.670898
	Iteration 44Q: 3 clusters Score -1.434504e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -14345148.000000 Penalty: 3779.670898
	Iteration 45Q: 3 clusters Score -1.434515e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -14345249.000000 Penalty: 3779.670898
	Iteration 46Q: 3 clusters Score -1.434525e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -14345290.000000 Penalty: 3779.670898
	Iteration 47Q: 3 clusters Score -1.434529e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -14345289.000000 Penalty: 3779.670898
	Iteration 48Q: 3 clusters Score -1.434529e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -14345299.000000 Penalty: 3779.670898
	Iteration 49Q: 3 clusters Score -1.43453e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -14345315.000000 Penalty: 3779.670898
	Iteration 50Q: 3 clusters Score -1.434532e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -14345297.000000 Penalty: 3779.670898
	Iteration 51Q: 3 clusters Score -1.43453e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -14345303.000000 Penalty: 3779.670898
	Iteration 52Q: 3 clusters Score -1.43453e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -14345329.000000 Penalty: 3779.670898
	Iteration 53Q: 3 clusters Score -1.434533e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -14345329.000000 Penalty: 3779.670898
	Iteration 54Q: 3 clusters Score -1.434533e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -14345349.000000 Penalty: 3779.670898
	Iteration 55Q: 3 clusters Score -1.434535e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -14345330.000000 Penalty: 3779.670898
	Iteration 56Q: 3 clusters Score -1.434533e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -14345307.000000 Penalty: 3779.670898
	Iteration 57Q: 3 clusters Score -1.434531e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -14345311.000000 Penalty: 3779.670898
	Iteration 58Q: 3 clusters Score -1.434531e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -14345302.000000 Penalty: 3779.670898
	Iteration 59Q: 3 clusters Score -1.43453e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -14345268.000000 Penalty: 3779.670898
	Iteration 60F: 3 clusters Score -1.434527e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -14345266.000000 Penalty: 3779.670898
	Iteration 61Q: 3 clusters Score -1.434527e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -14345258.000000 Penalty: 3779.670898
	Iteration 62Q: 3 clusters Score -1.434526e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -14345247.000000 Penalty: 3779.670898
	Iteration 63Q: 3 clusters Score -1.434525e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -14345208.000000 Penalty: 3779.670898
	Iteration 64Q: 3 clusters Score -1.434521e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -14345195.000000 Penalty: 3779.670898
	Iteration 65Q: 3 clusters Score -1.43452e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -14345210.000000 Penalty: 3779.670898
	Iteration 66Q: 3 clusters Score -1.434521e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -14345217.000000 Penalty: 3779.670898
	Iteration 67Q: 3 clusters Score -1.434522e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -14345192.000000 Penalty: 3779.670898
	Iteration 68Q: 3 clusters Score -1.434519e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -14345158.000000 Penalty: 3779.670898
	Iteration 69Q: 3 clusters Score -1.434516e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -14345163.000000 Penalty: 3779.670898
	Iteration 70Q: 3 clusters Score -1.434516e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -14345149.000000 Penalty: 3779.670898
	Iteration 71Q: 3 clusters Score -1.434515e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -14345129.000000 Penalty: 3779.670898
	Iteration 72Q: 3 clusters Score -1.434513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -14345128.000000 Penalty: 3779.670898
	Iteration 73Q: 3 clusters Score -1.434513e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -14345101.000000 Penalty: 3779.670898
	Iteration 74Q: 3 clusters Score -1.43451e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -14345097.000000 Penalty: 3779.670898
	Iteration 75Q: 3 clusters Score -1.43451e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -14345121.000000 Penalty: 3779.670898
	Iteration 76Q: 3 clusters Score -1.434512e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -14345123.000000 Penalty: 3779.670898
	Iteration 77Q: 3 clusters Score -1.434512e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -14345135.000000 Penalty: 3779.670898
	Iteration 78Q: 3 clusters Score -1.434514e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -14345123.000000 Penalty: 3779.670898
	Iteration 79Q: 3 clusters Score -1.434512e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -14345087.000000 Penalty: 3779.670898
	Iteration 80F: 3 clusters Score -1.434509e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -14345124.000000 Penalty: 3779.670898
	Iteration 81Q: 3 clusters Score -1.434512e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -14345107.000000 Penalty: 3779.670898
	Iteration 82Q: 3 clusters Score -1.434511e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -14345100.000000 Penalty: 3779.670898
	Iteration 83Q: 3 clusters Score -1.43451e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -14345105.000000 Penalty: 3779.670898
	Iteration 84Q: 3 clusters Score -1.43451e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -14345107.000000 Penalty: 3779.670898
	Iteration 85Q: 3 clusters Score -1.434511e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -14345084.000000 Penalty: 3779.670898
	Iteration 86Q: 3 clusters Score -1.434508e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -14345084.000000 Penalty: 3779.670898
	Iteration 87Q: 3 clusters Score -1.434508e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -14345056.000000 Penalty: 3779.670898
	Iteration 88Q: 3 clusters Score -1.434506e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -14345047.000000 Penalty: 3779.670898
	Iteration 89Q: 3 clusters Score -1.434505e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -14345051.000000 Penalty: 3779.670898
	Iteration 90Q: 3 clusters Score -1.434505e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -14345016.000000 Penalty: 3779.670898
	Iteration 91Q: 3 clusters Score -1.434502e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -14345018.000000 Penalty: 3779.670898
	Iteration 92Q: 3 clusters Score -1.434502e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -14345000.000000 Penalty: 3779.670898
	Iteration 93Q: 3 clusters Score -1.4345e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -14344980.000000 Penalty: 3779.670898
	Iteration 94Q: 3 clusters Score -1.434498e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -14344943.000000 Penalty: 3779.670898
	Iteration 95Q: 3 clusters Score -1.434494e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -14344928.000000 Penalty: 3779.670898
	Iteration 96Q: 3 clusters Score -1.434493e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -14344942.000000 Penalty: 3779.670898
	Iteration 97Q: 3 clusters Score -1.434494e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -14344903.000000 Penalty: 3779.670898
	Iteration 98Q: 3 clusters Score -1.43449e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -14344877.000000 Penalty: 3779.670898
	Iteration 99Q: 3 clusters Score -1.434488e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -14344894.000000 Penalty: 3779.670898
	Iteration 100F: 3 clusters Score -1.434489e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -14344900.000000 Penalty: 3779.670898
	Iteration 101Q: 3 clusters Score -1.43449e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -14344888.000000 Penalty: 3779.670898
	Iteration 102Q: 3 clusters Score -1.434489e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -14344892.000000 Penalty: 3779.670898
	Iteration 103Q: 3 clusters Score -1.434489e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -14344861.000000 Penalty: 3779.670898
	Iteration 104Q: 3 clusters Score -1.434486e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -14344876.000000 Penalty: 3779.670898
	Iteration 105Q: 3 clusters Score -1.434488e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -14344881.000000 Penalty: 3779.670898
	Iteration 106Q: 3 clusters Score -1.434488e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -14344829.000000 Penalty: 3779.670898
	Iteration 107Q: 3 clusters Score -1.434483e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -14344803.000000 Penalty: 3779.670898
	Iteration 108Q: 3 clusters Score -1.43448e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -14344786.000000 Penalty: 3779.670898
	Iteration 109Q: 3 clusters Score -1.434479e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -14344776.000000 Penalty: 3779.670898
	Iteration 110Q: 3 clusters Score -1.434478e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -14344775.000000 Penalty: 3779.670898
	Iteration 111Q: 3 clusters Score -1.434478e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -14344747.000000 Penalty: 3779.670898
	Iteration 112Q: 3 clusters Score -1.434475e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -14344704.000000 Penalty: 3779.670898
	Iteration 113Q: 3 clusters Score -1.43447e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -14344728.000000 Penalty: 3779.670898
	Iteration 114Q: 3 clusters Score -1.434473e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -14344721.000000 Penalty: 3779.670898
	Iteration 115Q: 3 clusters Score -1.434472e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -14344662.000000 Penalty: 3779.670898
	Iteration 116Q: 3 clusters Score -1.434466e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -14344630.000000 Penalty: 3779.670898
	Iteration 117Q: 3 clusters Score -1.434463e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -14344578.000000 Penalty: 3779.670898
	Iteration 118Q: 3 clusters Score -1.434458e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -14344500.000000 Penalty: 3779.670898
	Iteration 119Q: 3 clusters Score -1.43445e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -14344382.000000 Penalty: 3779.670898
	Iteration 120F: 3 clusters Score -1.434438e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -14344359.000000 Penalty: 3779.670898
	Iteration 121Q: 3 clusters Score -1.434436e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -14344310.000000 Penalty: 3779.670898
	Iteration 122Q: 3 clusters Score -1.434431e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -14344280.000000 Penalty: 3779.670898
	Iteration 123Q: 3 clusters Score -1.434428e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -14344250.000000 Penalty: 3779.670898
	Iteration 124Q: 3 clusters Score -1.434425e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -14344209.000000 Penalty: 3779.670898
	Iteration 125Q: 3 clusters Score -1.434421e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -14344174.000000 Penalty: 3779.670898
	Iteration 126Q: 3 clusters Score -1.434417e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -14344176.000000 Penalty: 3779.670898
	Iteration 127Q: 3 clusters Score -1.434418e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -14344115.000000 Penalty: 3779.670898
	Iteration 128Q: 3 clusters Score -1.434412e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -14344111.000000 Penalty: 3779.670898
	Iteration 129Q: 3 clusters Score -1.434411e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -14344083.000000 Penalty: 3779.670898
	Iteration 130Q: 3 clusters Score -1.434408e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -14344047.000000 Penalty: 3779.670898
	Iteration 131Q: 3 clusters Score -1.434405e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -14344034.000000 Penalty: 3779.670898
	Iteration 132Q: 3 clusters Score -1.434403e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -14344025.000000 Penalty: 3779.670898
	Iteration 133Q: 3 clusters Score -1.434402e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -14343966.000000 Penalty: 3779.670898
	Iteration 134Q: 3 clusters Score -1.434397e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -14343963.000000 Penalty: 3779.670898
	Iteration 135Q: 3 clusters Score -1.434396e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -14344012.000000 Penalty: 3779.670898
	Iteration 136Q: 3 clusters Score -1.434401e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -14343979.000000 Penalty: 3779.670898
	Iteration 137Q: 3 clusters Score -1.434398e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -14343958.000000 Penalty: 3779.670898
	Iteration 138Q: 3 clusters Score -1.434396e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -14343871.000000 Penalty: 3779.670898
	Iteration 139Q: 3 clusters Score -1.434387e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -14343872.000000 Penalty: 3779.670898
	Iteration 140F: 3 clusters Score -1.434387e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -14343827.000000 Penalty: 3779.670898
	Iteration 141Q: 3 clusters Score -1.434383e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -14343810.000000 Penalty: 3779.670898
	Iteration 142Q: 3 clusters Score -1.434381e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -14343781.000000 Penalty: 3779.670898
	Iteration 143Q: 3 clusters Score -1.434378e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -14343663.000000 Penalty: 3779.670898
	Iteration 144Q: 3 clusters Score -1.434366e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -14343596.000000 Penalty: 3779.670898
	Iteration 145Q: 3 clusters Score -1.43436e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -14343629.000000 Penalty: 3779.670898
	Iteration 146Q: 3 clusters Score -1.434363e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -14343596.000000 Penalty: 3779.670898
	Iteration 147Q: 3 clusters Score -1.43436e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -14343549.000000 Penalty: 3779.670898
	Iteration 148Q: 3 clusters Score -1.434355e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -14343504.000000 Penalty: 3779.670898
	Iteration 149Q: 3 clusters Score -1.43435e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -14343515.000000 Penalty: 3779.670898
	Iteration 150Q: 3 clusters Score -1.434352e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -14343448.000000 Penalty: 3779.670898
	Iteration 151Q: 3 clusters Score -1.434345e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -14343405.000000 Penalty: 3779.670898
	Iteration 152Q: 3 clusters Score -1.43434e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -14343412.000000 Penalty: 3779.670898
	Iteration 153Q: 3 clusters Score -1.434341e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -14343397.000000 Penalty: 3779.670898
	Iteration 154Q: 3 clusters Score -1.43434e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -14343383.000000 Penalty: 3779.670898
	Iteration 155Q: 3 clusters Score -1.434338e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -14343360.000000 Penalty: 3779.670898
	Iteration 156Q: 3 clusters Score -1.434336e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -14343377.000000 Penalty: 3779.670898
	Iteration 157Q: 3 clusters Score -1.434338e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -14343406.000000 Penalty: 3779.670898
	Iteration 158Q: 3 clusters Score -1.434341e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -14343399.000000 Penalty: 3779.670898
	Iteration 159Q: 3 clusters Score -1.43434e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -14343398.000000 Penalty: 3779.670898
	Iteration 160F: 3 clusters Score -1.43434e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -14343381.000000 Penalty: 3779.670898
	Iteration 161Q: 3 clusters Score -1.434338e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -14343378.000000 Penalty: 3779.670898
	Iteration 162Q: 3 clusters Score -1.434338e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -14343356.000000 Penalty: 3779.670898
	Iteration 163Q: 3 clusters Score -1.434336e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -14343360.000000 Penalty: 3779.670898
	Iteration 164Q: 3 clusters Score -1.434336e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -14343381.000000 Penalty: 3779.670898
	Iteration 165Q: 3 clusters Score -1.434338e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -14343390.000000 Penalty: 3779.670898
	Iteration 166Q: 3 clusters Score -1.434339e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -14343401.000000 Penalty: 3779.670898
	Iteration 167Q: 3 clusters Score -1.43434e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -14343393.000000 Penalty: 3779.670898
	Iteration 168Q: 3 clusters Score -1.434339e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -14343411.000000 Penalty: 3779.670898
	Iteration 169Q: 3 clusters Score -1.434341e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -14343426.000000 Penalty: 3779.670898
	Iteration 170Q: 3 clusters Score -1.434343e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -14343414.000000 Penalty: 3779.670898
	Iteration 171Q: 3 clusters Score -1.434341e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -14343425.000000 Penalty: 3779.670898
	Iteration 172Q: 3 clusters Score -1.434342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -14343426.000000 Penalty: 3779.670898
	Iteration 173Q: 3 clusters Score -1.434343e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -14343428.000000 Penalty: 3779.670898
	Iteration 174Q: 3 clusters Score -1.434343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -14343422.000000 Penalty: 3779.670898
	Iteration 175Q: 3 clusters Score -1.434342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -14343428.000000 Penalty: 3779.670898
	Iteration 176Q: 3 clusters Score -1.434343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -14343428.000000 Penalty: 3779.670898
	Iteration 177Q: 3 clusters Score -1.434343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -14343436.000000 Penalty: 3779.670898
	Iteration 178Q: 3 clusters Score -1.434344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -14343427.000000 Penalty: 3779.670898
	Iteration 179Q: 3 clusters Score -1.434343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -14343398.000000 Penalty: 3779.670898
	Iteration 180F: 3 clusters Score -1.43434e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -14343399.000000 Penalty: 3779.670898
	Iteration 181Q: 3 clusters Score -1.43434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -14343398.000000 Penalty: 3779.670898
	Iteration 182Q: 3 clusters Score -1.43434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -14343392.000000 Penalty: 3779.670898
	Iteration 183Q: 3 clusters Score -1.434339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -14343403.000000 Penalty: 3779.670898
	Iteration 184Q: 3 clusters Score -1.43434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -14343385.000000 Penalty: 3779.670898
	Iteration 185Q: 3 clusters Score -1.434338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -14343403.000000 Penalty: 3779.670898
	Iteration 186Q: 3 clusters Score -1.43434e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -14343413.000000 Penalty: 3779.670898
	Iteration 187Q: 3 clusters Score -1.434341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -14343400.000000 Penalty: 3779.670898
	Iteration 188Q: 3 clusters Score -1.43434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -14343398.000000 Penalty: 3779.670898
	Iteration 189Q: 3 clusters Score -1.43434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -14343394.000000 Penalty: 3779.670898
	Iteration 190Q: 3 clusters Score -1.434339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -14343409.000000 Penalty: 3779.670898
	Iteration 191Q: 3 clusters Score -1.434341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -14343399.000000 Penalty: 3779.670898
	Iteration 192Q: 3 clusters Score -1.43434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -14343409.000000 Penalty: 3779.670898
	Iteration 193Q: 3 clusters Score -1.434341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -14343390.000000 Penalty: 3779.670898
	Iteration 194Q: 3 clusters Score -1.434339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -14343393.000000 Penalty: 3779.670898
	Iteration 195Q: 3 clusters Score -1.434339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -14343398.000000 Penalty: 3779.670898
	Iteration 196Q: 3 clusters Score -1.43434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -14343391.000000 Penalty: 3779.670898
	Iteration 197Q: 3 clusters Score -1.434339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -14343391.000000 Penalty: 3779.670898
	Iteration 198F: 3 clusters Score -1.434339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Entering Unmasked Estep 
Score: -3498180.750000 Penalty: 1659.091675
	Iteration 0F: 2 clusters Score -3498181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3479845.500000 Penalty: 3318.183350
	Iteration 0F: 3 clusters Score -3479846 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3486738.500000 Penalty: 3318.183350
	Iteration 1F: 3 clusters Score -3486738 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3487161.000000 Penalty: 3318.183350
	Iteration 2Q: 3 clusters Score -3487161 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3487622.250000 Penalty: 3318.183350
	Iteration 3Q: 3 clusters Score -3487622 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3488238.000000 Penalty: 3318.183350
	Iteration 4Q: 3 clusters Score -3488238 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3488982.250000 Penalty: 3318.183350
	Iteration 5Q: 3 clusters Score -3488982 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3489882.750000 Penalty: 3318.183350
	Iteration 6Q: 3 clusters Score -3489883 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3490963.000000 Penalty: 3318.183350
	Iteration 7F: 3 clusters Score -3490963 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3491981.250000 Penalty: 3318.183350
	Iteration 8F: 3 clusters Score -3491981 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3492907.750000 Penalty: 3318.183350
	Iteration 9Q: 3 clusters Score -3492908 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3493717.500000 Penalty: 3318.183350
	Iteration 10Q: 3 clusters Score -3493718 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3494382.750000 Penalty: 3318.183350
	Iteration 11Q: 3 clusters Score -3494383 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3494882.000000 Penalty: 3318.183350
	Iteration 12Q: 3 clusters Score -3494882 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3495258.000000 Penalty: 3318.183350
	Iteration 13Q: 3 clusters Score -3495258 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3495579.500000 Penalty: 3318.183350
	Iteration 14Q: 3 clusters Score -3495580 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3495812.750000 Penalty: 3318.183350
	Iteration 15Q: 3 clusters Score -3495813 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3496012.250000 Penalty: 3318.183350
	Iteration 16Q: 3 clusters Score -3496012 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3496174.000000 Penalty: 3318.183350
	Iteration 17Q: 3 clusters Score -3496174 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3496306.250000 Penalty: 3318.183350
	Iteration 18Q: 3 clusters Score -3496306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3496411.250000 Penalty: 3318.183350
	Iteration 19Q: 3 clusters Score -3496411 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3496498.000000 Penalty: 3318.183350
	Iteration 20F: 3 clusters Score -3496498 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3496542.500000 Penalty: 3318.183350
	Iteration 21Q: 3 clusters Score -3496542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3496598.000000 Penalty: 3318.183350
	Iteration 22Q: 3 clusters Score -3496598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3496631.500000 Penalty: 3318.183350
	Iteration 23Q: 3 clusters Score -3496632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3496660.000000 Penalty: 3318.183350
	Iteration 24Q: 3 clusters Score -3496660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3496676.750000 Penalty: 3318.183350
	Iteration 25Q: 3 clusters Score -3496677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3496706.250000 Penalty: 3318.183350
	Iteration 26Q: 3 clusters Score -3496706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3496726.500000 Penalty: 3318.183350
	Iteration 27Q: 3 clusters Score -3496726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3496735.250000 Penalty: 3318.183350
	Iteration 28Q: 3 clusters Score -3496735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3496739.250000 Penalty: 3318.183350
	Iteration 29Q: 3 clusters Score -3496739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3496744.750000 Penalty: 3318.183350
	Iteration 30Q: 3 clusters Score -3496745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3496748.000000 Penalty: 3318.183350
	Iteration 31Q: 3 clusters Score -3496748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3496751.500000 Penalty: 3318.183350
	Iteration 32Q: 3 clusters Score -3496752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3496759.000000 Penalty: 3318.183350
	Iteration 33Q: 3 clusters Score -3496759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3496763.250000 Penalty: 3318.183350
	Iteration 34Q: 3 clusters Score -3496763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3496769.000000 Penalty: 3318.183350
	Iteration 35Q: 3 clusters Score -3496769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3496769.750000 Penalty: 3318.183350
	Iteration 36Q: 3 clusters Score -3496770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3496778.000000 Penalty: 3318.183350
	Iteration 37Q: 3 clusters Score -3496778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3496783.250000 Penalty: 3318.183350
	Iteration 38Q: 3 clusters Score -3496783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3496785.000000 Penalty: 3318.183350
	Iteration 39Q: 3 clusters Score -3496785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3496787.000000 Penalty: 3318.183350
	Iteration 40F: 3 clusters Score -3496787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3496784.750000 Penalty: 3318.183350
	Iteration 41Q: 3 clusters Score -3496785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3496784.750000 Penalty: 3318.183350
	Iteration 42F: 3 clusters Score -3496785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Entering Unmasked Estep 
Score: -2953624.250000 Penalty: 1630.480469
	Iteration 0F: 2 clusters Score -2953624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2938197.750000 Penalty: 3260.960938
	Iteration 0F: 3 clusters Score -2938198 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2943715.250000 Penalty: 3260.960938
	Iteration 1F: 3 clusters Score -2943715 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2944039.750000 Penalty: 3260.960938
	Iteration 2Q: 3 clusters Score -2944040 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2944331.250000 Penalty: 3260.960938
	Iteration 3Q: 3 clusters Score -2944331 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2944643.000000 Penalty: 3260.960938
	Iteration 4Q: 3 clusters Score -2944643 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2945103.500000 Penalty: 3260.960938
	Iteration 5Q: 3 clusters Score -2945104 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2945723.500000 Penalty: 3260.960938
	Iteration 6F: 3 clusters Score -2945724 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2946519.250000 Penalty: 3260.960938
	Iteration 7F: 3 clusters Score -2946519 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2947564.250000 Penalty: 3260.960938
	Iteration 8F: 3 clusters Score -2947564 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2948834.500000 Penalty: 3260.960938
	Iteration 9F: 3 clusters Score -2948834 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2950044.250000 Penalty: 3260.960938
	Iteration 10F: 3 clusters Score -2950044 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2950951.500000 Penalty: 3260.960938
	Iteration 11Q: 3 clusters Score -2950952 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2951465.000000 Penalty: 3260.960938
	Iteration 12Q: 3 clusters Score -2951465 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2951765.250000 Penalty: 3260.960938
	Iteration 13Q: 3 clusters Score -2951765 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2951925.500000 Penalty: 3260.960938
	Iteration 14Q: 3 clusters Score -2951926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2952018.250000 Penalty: 3260.960938
	Iteration 15Q: 3 clusters Score -2952018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2952072.750000 Penalty: 3260.960938
	Iteration 16Q: 3 clusters Score -2952073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2952111.000000 Penalty: 3260.960938
	Iteration 17Q: 3 clusters Score -2952111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2952142.250000 Penalty: 3260.960938
	Iteration 18Q: 3 clusters Score -2952142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2952160.750000 Penalty: 3260.960938
	Iteration 19Q: 3 clusters Score -2952161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2952175.250000 Penalty: 3260.960938
	Iteration 20F: 3 clusters Score -2952175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2952187.750000 Penalty: 3260.960938
	Iteration 21Q: 3 clusters Score -2952188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2952196.250000 Penalty: 3260.960938
	Iteration 22Q: 3 clusters Score -2952196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2952205.500000 Penalty: 3260.960938
	Iteration 23Q: 3 clusters Score -2952206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2952214.000000 Penalty: 3260.960938
	Iteration 24Q: 3 clusters Score -2952214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2952223.000000 Penalty: 3260.960938
	Iteration 25Q: 3 clusters Score -2952223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2952228.250000 Penalty: 3260.960938
	Iteration 26Q: 3 clusters Score -2952228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2952227.000000 Penalty: 3260.960938
	Iteration 27Q: 3 clusters Score -2952227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2952232.250000 Penalty: 3260.960938
	Iteration 28Q: 3 clusters Score -2952232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2952237.250000 Penalty: 3260.960938
	Iteration 29Q: 3 clusters Score -2952237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2952237.750000 Penalty: 3260.960938
	Iteration 30Q: 3 clusters Score -2952238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2952237.750000 Penalty: 3260.960938
	Iteration 31F: 3 clusters Score -2952238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -269895.937500 Penalty: 1250.782227
	Iteration 0F: 2 clusters Score -269895.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267714.468750 Penalty: 2501.564453
	Iteration 0F: 3 clusters Score -267714.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -268223.500000 Penalty: 2501.564453
	Iteration 1F: 3 clusters Score -268223.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -268427.406250 Penalty: 2501.564453
	Iteration 2F: 3 clusters Score -268427.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -268626.000000 Penalty: 2501.564453
	Iteration 3F: 3 clusters Score -268626 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -268803.375000 Penalty: 2501.564453
	Iteration 4F: 3 clusters Score -268803.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -268916.187500 Penalty: 2501.564453
	Iteration 5F: 3 clusters Score -268916.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -269004.593750 Penalty: 2501.564453
	Iteration 6Q: 3 clusters Score -269004.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -269072.281250 Penalty: 2501.564453
	Iteration 7Q: 3 clusters Score -269072.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -269105.687500 Penalty: 2501.564453
	Iteration 8Q: 3 clusters Score -269105.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -269130.062500 Penalty: 2501.564453
	Iteration 9Q: 3 clusters Score -269130.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -269160.250000 Penalty: 2501.564453
	Iteration 10Q: 3 clusters Score -269160.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -269179.843750 Penalty: 2501.564453
	Iteration 11Q: 3 clusters Score -269179.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -269191.937500 Penalty: 2501.564453
	Iteration 12Q: 3 clusters Score -269191.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -269202.687500 Penalty: 2501.564453
	Iteration 13Q: 3 clusters Score -269202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -269211.156250 Penalty: 2501.564453
	Iteration 14Q: 3 clusters Score -269211.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -269218.062500 Penalty: 2501.564453
	Iteration 15Q: 3 clusters Score -269218.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -269224.093750 Penalty: 2501.564453
	Iteration 16Q: 3 clusters Score -269224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -269225.812500 Penalty: 2501.564453
	Iteration 17Q: 3 clusters Score -269225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -269227.781250 Penalty: 2501.564453
	Iteration 18Q: 3 clusters Score -269227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -269229.125000 Penalty: 2501.564453
	Iteration 19Q: 3 clusters Score -269229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -269229.062500 Penalty: 2501.564453
	Iteration 20F: 3 clusters Score -269229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Entering Unmasked Estep 
Score: -2770014.750000 Penalty: 1620.652588
	Iteration 0F: 2 clusters Score -2770015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2755429.750000 Penalty: 3241.305176
	Iteration 0F: 3 clusters Score -2755430 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2760706.750000 Penalty: 3241.305176
	Iteration 1F: 3 clusters Score -2760707 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2761008.250000 Penalty: 3241.305176
	Iteration 2Q: 3 clusters Score -2761008 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2761279.750000 Penalty: 3241.305176
	Iteration 3Q: 3 clusters Score -2761280 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2761537.250000 Penalty: 3241.305176
	Iteration 4Q: 3 clusters Score -2761537 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2761839.750000 Penalty: 3241.305176
	Iteration 5Q: 3 clusters Score -2761840 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2762162.750000 Penalty: 3241.305176
	Iteration 6Q: 3 clusters Score -2762163 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2762579.250000 Penalty: 3241.305176
	Iteration 7Q: 3 clusters Score -2762579 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2763141.750000 Penalty: 3241.305176
	Iteration 8Q: 3 clusters Score -2763142 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2763807.000000 Penalty: 3241.305176
	Iteration 9F: 3 clusters Score -2763807 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2764625.250000 Penalty: 3241.305176
	Iteration 10F: 3 clusters Score -2764625 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2765563.500000 Penalty: 3241.305176
	Iteration 11F: 3 clusters Score -2765564 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2766468.250000 Penalty: 3241.305176
	Iteration 12F: 3 clusters Score -2766468 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2767192.000000 Penalty: 3241.305176
	Iteration 13Q: 3 clusters Score -2767192 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2767708.750000 Penalty: 3241.305176
	Iteration 14Q: 3 clusters Score -2767709 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2768071.500000 Penalty: 3241.305176
	Iteration 15Q: 3 clusters Score -2768072 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2768299.750000 Penalty: 3241.305176
	Iteration 16Q: 3 clusters Score -2768300 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2768443.000000 Penalty: 3241.305176
	Iteration 17Q: 3 clusters Score -2768443 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2768523.500000 Penalty: 3241.305176
	Iteration 18Q: 3 clusters Score -2768524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2768584.750000 Penalty: 3241.305176
	Iteration 19Q: 3 clusters Score -2768585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2768639.750000 Penalty: 3241.305176
	Iteration 20F: 3 clusters Score -2768640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2768672.500000 Penalty: 3241.305176
	Iteration 21Q: 3 clusters Score -2768672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2768697.000000 Penalty: 3241.305176
	Iteration 22Q: 3 clusters Score -2768697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2768711.500000 Penalty: 3241.305176
	Iteration 23Q: 3 clusters Score -2768712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2768731.500000 Penalty: 3241.305176
	Iteration 24Q: 3 clusters Score -2768732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2768740.750000 Penalty: 3241.305176
	Iteration 25Q: 3 clusters Score -2768741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2768740.500000 Penalty: 3241.305176
	Iteration 26Q: 3 clusters Score -2768740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2768745.250000 Penalty: 3241.305176
	Iteration 27Q: 3 clusters Score -2768745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2768749.500000 Penalty: 3241.305176
	Iteration 28Q: 3 clusters Score -2768750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2768750.500000 Penalty: 3241.305176
	Iteration 29Q: 3 clusters Score -2768750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2768751.250000 Penalty: 3241.305176
	Iteration 30Q: 3 clusters Score -2768751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2768751.250000 Penalty: 3241.305176
	Iteration 31F: 3 clusters Score -2768751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -233170.796875 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -233170.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -231175.500000 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -231175.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -231591.968750 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -231592 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -231688.750000 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -231688.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -231731.515625 Penalty: 2438.748291
	Iteration 3Q: 3 clusters Score -231731.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -231768.750000 Penalty: 2438.748291
	Iteration 4Q: 3 clusters Score -231768.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -231788.890625 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -231788.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -231805.015625 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -231805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -231813.140625 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -231813.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -231817.062500 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -231817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -231819.218750 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -231819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -231821.750000 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -231821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -231829.078125 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -231829.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -231841.812500 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -231841.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -231847.796875 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -231847.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -231854.218750 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -231854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -231861.656250 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -231861.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -231870.062500 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -231870.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -231879.203125 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -231879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -231887.609375 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -231887.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -231897.031250 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -231897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -231903.687500 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -231903.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -231909.750000 Penalty: 2438.748291
	Iteration 21Q: 3 clusters Score -231909.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -231915.843750 Penalty: 2438.748291
	Iteration 22Q: 3 clusters Score -231915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -231918.484375 Penalty: 2438.748291
	Iteration 23Q: 3 clusters Score -231918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -231921.328125 Penalty: 2438.748291
	Iteration 24Q: 3 clusters Score -231921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -231925.437500 Penalty: 2438.748291
	Iteration 25Q: 3 clusters Score -231925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -231926.625000 Penalty: 2438.748291
	Iteration 26Q: 3 clusters Score -231926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -231929.140625 Penalty: 2438.748291
	Iteration 27Q: 3 clusters Score -231929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -231935.125000 Penalty: 2438.748291
	Iteration 28Q: 3 clusters Score -231935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -231939.390625 Penalty: 2438.748291
	Iteration 29Q: 3 clusters Score -231939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -231943.937500 Penalty: 2438.748291
	Iteration 30Q: 3 clusters Score -231943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -231946.421875 Penalty: 2438.748291
	Iteration 31Q: 3 clusters Score -231946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -231948.453125 Penalty: 2438.748291
	Iteration 32Q: 3 clusters Score -231948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -231949.171875 Penalty: 2438.748291
	Iteration 33Q: 3 clusters Score -231949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -231949.359375 Penalty: 2438.748291
	Iteration 34Q: 3 clusters Score -231949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -231949.359375 Penalty: 2438.748291
	Iteration 35F: 3 clusters Score -231949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -570639.125000 Penalty: 1364.814697
	Iteration 0F: 2 clusters Score -570639.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -566973.625000 Penalty: 2729.629395
	Iteration 0F: 3 clusters Score -566973.6 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -567913.437500 Penalty: 2729.629395
	Iteration 1F: 3 clusters Score -567913.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -568088.875000 Penalty: 2729.629395
	Iteration 2F: 3 clusters Score -568088.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -568221.375000 Penalty: 2729.629395
	Iteration 3F: 3 clusters Score -568221.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -568345.687500 Penalty: 2729.629395
	Iteration 4Q: 3 clusters Score -568345.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -568442.875000 Penalty: 2729.629395
	Iteration 5Q: 3 clusters Score -568442.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -568546.312500 Penalty: 2729.629395
	Iteration 6Q: 3 clusters Score -568546.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -568672.375000 Penalty: 2729.629395
	Iteration 7Q: 3 clusters Score -568672.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -568812.250000 Penalty: 2729.629395
	Iteration 8Q: 3 clusters Score -568812.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -568941.812500 Penalty: 2729.629395
	Iteration 9Q: 3 clusters Score -568941.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -569061.250000 Penalty: 2729.629395
	Iteration 10Q: 3 clusters Score -569061.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -569145.562500 Penalty: 2729.629395
	Iteration 11Q: 3 clusters Score -569145.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -569221.187500 Penalty: 2729.629395
	Iteration 12Q: 3 clusters Score -569221.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -569284.125000 Penalty: 2729.629395
	Iteration 13Q: 3 clusters Score -569284.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -569330.125000 Penalty: 2729.629395
	Iteration 14Q: 3 clusters Score -569330.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -569356.687500 Penalty: 2729.629395
	Iteration 15Q: 3 clusters Score -569356.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -569379.312500 Penalty: 2729.629395
	Iteration 16Q: 3 clusters Score -569379.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -569404.375000 Penalty: 2729.629395
	Iteration 17Q: 3 clusters Score -569404.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -569419.250000 Penalty: 2729.629395
	Iteration 18Q: 3 clusters Score -569419.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -569433.875000 Penalty: 2729.629395
	Iteration 19Q: 3 clusters Score -569433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -569443.250000 Penalty: 2729.629395
	Iteration 20F: 3 clusters Score -569443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -569450.125000 Penalty: 2729.629395
	Iteration 21Q: 3 clusters Score -569450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -569456.437500 Penalty: 2729.629395
	Iteration 22Q: 3 clusters Score -569456.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -569464.562500 Penalty: 2729.629395
	Iteration 23Q: 3 clusters Score -569464.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -569469.812500 Penalty: 2729.629395
	Iteration 24Q: 3 clusters Score -569469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -569474.125000 Penalty: 2729.629395
	Iteration 25Q: 3 clusters Score -569474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -569476.375000 Penalty: 2729.629395
	Iteration 26Q: 3 clusters Score -569476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -569477.812500 Penalty: 2729.629395
	Iteration 27Q: 3 clusters Score -569477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -569477.812500 Penalty: 2729.629395
	Iteration 28F: 3 clusters Score -569477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Entering Unmasked Estep 
Score: -2218299.000000 Penalty: 1589.289917
	Iteration 0F: 2 clusters Score -2218299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2206249.000000 Penalty: 3178.579834
	Iteration 0F: 3 clusters Score -2206249 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2210519.250000 Penalty: 3178.579834
	Iteration 1F: 3 clusters Score -2210519 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2210844.750000 Penalty: 3178.579834
	Iteration 2F: 3 clusters Score -2210845 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2211118.000000 Penalty: 3178.579834
	Iteration 3Q: 3 clusters Score -2211118 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2211393.250000 Penalty: 3178.579834
	Iteration 4Q: 3 clusters Score -2211393 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2211706.250000 Penalty: 3178.579834
	Iteration 5Q: 3 clusters Score -2211706 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2212088.500000 Penalty: 3178.579834
	Iteration 6Q: 3 clusters Score -2212088 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2212624.500000 Penalty: 3178.579834
	Iteration 7F: 3 clusters Score -2212624 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2213416.000000 Penalty: 3178.579834
	Iteration 8F: 3 clusters Score -2213416 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2214408.500000 Penalty: 3178.579834
	Iteration 9F: 3 clusters Score -2214408 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2215446.000000 Penalty: 3178.579834
	Iteration 10F: 3 clusters Score -2215446 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2216174.500000 Penalty: 3178.579834
	Iteration 11Q: 3 clusters Score -2216174 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2216600.250000 Penalty: 3178.579834
	Iteration 12Q: 3 clusters Score -2216600 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2216807.250000 Penalty: 3178.579834
	Iteration 13Q: 3 clusters Score -2216807 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2216897.500000 Penalty: 3178.579834
	Iteration 14Q: 3 clusters Score -2216898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2216947.500000 Penalty: 3178.579834
	Iteration 15Q: 3 clusters Score -2216948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2216975.500000 Penalty: 3178.579834
	Iteration 16Q: 3 clusters Score -2216976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2216986.750000 Penalty: 3178.579834
	Iteration 17Q: 3 clusters Score -2216987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2216994.250000 Penalty: 3178.579834
	Iteration 18Q: 3 clusters Score -2216994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2216994.000000 Penalty: 3178.579834
	Iteration 19Q: 3 clusters Score -2216994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2216998.500000 Penalty: 3178.579834
	Iteration 20F: 3 clusters Score -2216998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2217002.500000 Penalty: 3178.579834
	Iteration 21Q: 3 clusters Score -2217002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2217008.500000 Penalty: 3178.579834
	Iteration 22Q: 3 clusters Score -2217008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2217010.250000 Penalty: 3178.579834
	Iteration 23Q: 3 clusters Score -2217010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2217010.250000 Penalty: 3178.579834
	Iteration 24F: 3 clusters Score -2217010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -426466.281250 Penalty: 1323.085205
	Iteration 0F: 2 clusters Score -426466.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -423501.468750 Penalty: 2646.170410
	Iteration 0F: 3 clusters Score -423501.5 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -424211.468750 Penalty: 2646.170410
	Iteration 1F: 3 clusters Score -424211.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -424337.406250 Penalty: 2646.170410
	Iteration 2F: 3 clusters Score -424337.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -424418.437500 Penalty: 2646.170410
	Iteration 3Q: 3 clusters Score -424418.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -424479.843750 Penalty: 2646.170410
	Iteration 4Q: 3 clusters Score -424479.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -424531.062500 Penalty: 2646.170410
	Iteration 5Q: 3 clusters Score -424531.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -424567.687500 Penalty: 2646.170410
	Iteration 6Q: 3 clusters Score -424567.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -424602.687500 Penalty: 2646.170410
	Iteration 7Q: 3 clusters Score -424602.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -424631.125000 Penalty: 2646.170410
	Iteration 8Q: 3 clusters Score -424631.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -424657.875000 Penalty: 2646.170410
	Iteration 9Q: 3 clusters Score -424657.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -424687.437500 Penalty: 2646.170410
	Iteration 10Q: 3 clusters Score -424687.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -424717.031250 Penalty: 2646.170410
	Iteration 11Q: 3 clusters Score -424717 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -424746.562500 Penalty: 2646.170410
	Iteration 12Q: 3 clusters Score -424746.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -424782.187500 Penalty: 2646.170410
	Iteration 13Q: 3 clusters Score -424782.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -424820.750000 Penalty: 2646.170410
	Iteration 14Q: 3 clusters Score -424820.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -424850.562500 Penalty: 2646.170410
	Iteration 15Q: 3 clusters Score -424850.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -424878.750000 Penalty: 2646.170410
	Iteration 16Q: 3 clusters Score -424878.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -424903.187500 Penalty: 2646.170410
	Iteration 17Q: 3 clusters Score -424903.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -424922.593750 Penalty: 2646.170410
	Iteration 18Q: 3 clusters Score -424922.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -424938.625000 Penalty: 2646.170410
	Iteration 19Q: 3 clusters Score -424938.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -424953.500000 Penalty: 2646.170410
	Iteration 20F: 3 clusters Score -424953.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -424974.531250 Penalty: 2646.170410
	Iteration 21Q: 3 clusters Score -424974.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -424997.031250 Penalty: 2646.170410
	Iteration 22Q: 3 clusters Score -424997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -425017.718750 Penalty: 2646.170410
	Iteration 23Q: 3 clusters Score -425017.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -425035.218750 Penalty: 2646.170410
	Iteration 24Q: 3 clusters Score -425035.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -425046.593750 Penalty: 2646.170410
	Iteration 25Q: 3 clusters Score -425046.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -425056.406250 Penalty: 2646.170410
	Iteration 26Q: 3 clusters Score -425056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -425063.062500 Penalty: 2646.170410
	Iteration 27Q: 3 clusters Score -425063.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -425071.500000 Penalty: 2646.170410
	Iteration 28Q: 3 clusters Score -425071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -425080.750000 Penalty: 2646.170410
	Iteration 29Q: 3 clusters Score -425080.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -425086.937500 Penalty: 2646.170410
	Iteration 30Q: 3 clusters Score -425086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -425090.875000 Penalty: 2646.170410
	Iteration 31Q: 3 clusters Score -425090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -425093.468750 Penalty: 2646.170410
	Iteration 32Q: 3 clusters Score -425093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -425100.000000 Penalty: 2646.170410
	Iteration 33Q: 3 clusters Score -425100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -425107.062500 Penalty: 2646.170410
	Iteration 34Q: 3 clusters Score -425107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -425114.718750 Penalty: 2646.170410
	Iteration 35Q: 3 clusters Score -425114.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -425120.500000 Penalty: 2646.170410
	Iteration 36Q: 3 clusters Score -425120.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -425126.187500 Penalty: 2646.170410
	Iteration 37Q: 3 clusters Score -425126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -425128.500000 Penalty: 2646.170410
	Iteration 38Q: 3 clusters Score -425128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -425129.593750 Penalty: 2646.170410
	Iteration 39Q: 3 clusters Score -425129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -425131.718750 Penalty: 2646.170410
	Iteration 40F: 3 clusters Score -425131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -425132.937500 Penalty: 2646.170410
	Iteration 41Q: 3 clusters Score -425132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -425135.312500 Penalty: 2646.170410
	Iteration 42Q: 3 clusters Score -425135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -425139.812500 Penalty: 2646.170410
	Iteration 43Q: 3 clusters Score -425139.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -425145.937500 Penalty: 2646.170410
	Iteration 44Q: 3 clusters Score -425145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -425150.750000 Penalty: 2646.170410
	Iteration 45Q: 3 clusters Score -425150.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -425154.625000 Penalty: 2646.170410
	Iteration 46Q: 3 clusters Score -425154.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -425163.625000 Penalty: 2646.170410
	Iteration 47Q: 3 clusters Score -425163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -425173.531250 Penalty: 2646.170410
	Iteration 48Q: 3 clusters Score -425173.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -425179.500000 Penalty: 2646.170410
	Iteration 49Q: 3 clusters Score -425179.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -425184.593750 Penalty: 2646.170410
	Iteration 50Q: 3 clusters Score -425184.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -425189.875000 Penalty: 2646.170410
	Iteration 51Q: 3 clusters Score -425189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -425193.593750 Penalty: 2646.170410
	Iteration 52Q: 3 clusters Score -425193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -425196.000000 Penalty: 2646.170410
	Iteration 53Q: 3 clusters Score -425196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -425199.781250 Penalty: 2646.170410
	Iteration 54Q: 3 clusters Score -425199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -425203.906250 Penalty: 2646.170410
	Iteration 55Q: 3 clusters Score -425203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -425209.875000 Penalty: 2646.170410
	Iteration 56Q: 3 clusters Score -425209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -425216.718750 Penalty: 2646.170410
	Iteration 57Q: 3 clusters Score -425216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -425221.500000 Penalty: 2646.170410
	Iteration 58Q: 3 clusters Score -425221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -425225.812500 Penalty: 2646.170410
	Iteration 59Q: 3 clusters Score -425225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -425230.093750 Penalty: 2646.170410
	Iteration 60F: 3 clusters Score -425230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -425232.281250 Penalty: 2646.170410
	Iteration 61Q: 3 clusters Score -425232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -425233.781250 Penalty: 2646.170410
	Iteration 62Q: 3 clusters Score -425233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -425234.875000 Penalty: 2646.170410
	Iteration 63Q: 3 clusters Score -425234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -425235.562500 Penalty: 2646.170410
	Iteration 64Q: 3 clusters Score -425235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -425236.500000 Penalty: 2646.170410
	Iteration 65Q: 3 clusters Score -425236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -425237.000000 Penalty: 2646.170410
	Iteration 66Q: 3 clusters Score -425237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -425238.343750 Penalty: 2646.170410
	Iteration 67Q: 3 clusters Score -425238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -425238.343750 Penalty: 2646.170410
	Iteration 68F: 3 clusters Score -425238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Entering Unmasked Estep 
Score: -4002114.250000 Penalty: 1682.880249
	Iteration 0F: 2 clusters Score -4002114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3980828.250000 Penalty: 3365.760498
	Iteration 0F: 3 clusters Score -3980828 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3989034.750000 Penalty: 3365.760498
	Iteration 1F: 3 clusters Score -3989035 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3989443.000000 Penalty: 3365.760498
	Iteration 2Q: 3 clusters Score -3989443 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3989900.750000 Penalty: 3365.760498
	Iteration 3Q: 3 clusters Score -3989901 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3990486.500000 Penalty: 3365.760498
	Iteration 4Q: 3 clusters Score -3990486 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3991145.250000 Penalty: 3365.760498
	Iteration 5Q: 3 clusters Score -3991145 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3991873.750000 Penalty: 3365.760498
	Iteration 6Q: 3 clusters Score -3991874 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3992811.750000 Penalty: 3365.760498
	Iteration 7F: 3 clusters Score -3992812 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3993865.500000 Penalty: 3365.760498
	Iteration 8F: 3 clusters Score -3993866 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3994996.250000 Penalty: 3365.760498
	Iteration 9F: 3 clusters Score -3994996 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3995927.250000 Penalty: 3365.760498
	Iteration 10F: 3 clusters Score -3995927 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3996577.000000 Penalty: 3365.760498
	Iteration 11Q: 3 clusters Score -3996577 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3996928.000000 Penalty: 3365.760498
	Iteration 12Q: 3 clusters Score -3996928 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3997139.500000 Penalty: 3365.760498
	Iteration 13Q: 3 clusters Score -3997140 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3997231.500000 Penalty: 3365.760498
	Iteration 14Q: 3 clusters Score -3997232 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3997284.750000 Penalty: 3365.760498
	Iteration 15Q: 3 clusters Score -3997285 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3997332.750000 Penalty: 3365.760498
	Iteration 16Q: 3 clusters Score -3997333 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3997364.500000 Penalty: 3365.760498
	Iteration 17Q: 3 clusters Score -3997364 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3997400.000000 Penalty: 3365.760498
	Iteration 18Q: 3 clusters Score -3997400 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3997415.500000 Penalty: 3365.760498
	Iteration 19Q: 3 clusters Score -3997416 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3997422.750000 Penalty: 3365.760498
	Iteration 20F: 3 clusters Score -3997423 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3997441.750000 Penalty: 3365.760498
	Iteration 21Q: 3 clusters Score -3997442 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3997467.000000 Penalty: 3365.760498
	Iteration 22Q: 3 clusters Score -3997467 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3997474.500000 Penalty: 3365.760498
	Iteration 23Q: 3 clusters Score -3997474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3997475.750000 Penalty: 3365.760498
	Iteration 24Q: 3 clusters Score -3997476 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3997492.250000 Penalty: 3365.760498
	Iteration 25Q: 3 clusters Score -3997492 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3997506.000000 Penalty: 3365.760498
	Iteration 26Q: 3 clusters Score -3997506 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3997507.750000 Penalty: 3365.760498
	Iteration 27Q: 3 clusters Score -3997508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3997525.250000 Penalty: 3365.760498
	Iteration 28Q: 3 clusters Score -3997525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3997531.500000 Penalty: 3365.760498
	Iteration 29Q: 3 clusters Score -3997532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3997537.500000 Penalty: 3365.760498
	Iteration 30Q: 3 clusters Score -3997538 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3997543.250000 Penalty: 3365.760498
	Iteration 31Q: 3 clusters Score -3997543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3997545.750000 Penalty: 3365.760498
	Iteration 32Q: 3 clusters Score -3997546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3997557.250000 Penalty: 3365.760498
	Iteration 33Q: 3 clusters Score -3997557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3997570.000000 Penalty: 3365.760498
	Iteration 34Q: 3 clusters Score -3997570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3997573.500000 Penalty: 3365.760498
	Iteration 35Q: 3 clusters Score -3997574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3997584.500000 Penalty: 3365.760498
	Iteration 36Q: 3 clusters Score -3997584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3997598.500000 Penalty: 3365.760498
	Iteration 37Q: 3 clusters Score -3997598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3997599.000000 Penalty: 3365.760498
	Iteration 38Q: 3 clusters Score -3997599 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 12102 members 
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Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 12040 members 
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	Iteration 42Q: 3 clusters Score -3997600 nChanged 80
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Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 11903 members 
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	Iteration 44Q: 3 clusters Score -3997648 nChanged 112
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	Iteration 60F: 3 clusters Score -3997938 nChanged 195
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	Iteration 86Q: 3 clusters Score -3999234 nChanged 266
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	Iteration 94Q: 3 clusters Score -3999998 nChanged 208
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	Iteration 97Q: 3 clusters Score -4000246 nChanged 148
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	Iteration 98Q: 3 clusters Score -4000320 nChanged 135
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	Iteration 100F: 3 clusters Score -4000410 nChanged 60
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	Iteration 101Q: 3 clusters Score -4000437 nChanged 52
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	Iteration 102Q: 3 clusters Score -4000464 nChanged 46
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	Iteration 103Q: 3 clusters Score -4000485 nChanged 42
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	Iteration 104Q: 3 clusters Score -4000510 nChanged 47
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	Iteration 105Q: 3 clusters Score -4000540 nChanged 46
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	Iteration 107Q: 3 clusters Score -4000574 nChanged 28
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	Iteration 108Q: 3 clusters Score -4000578 nChanged 27
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	Iteration 109Q: 3 clusters Score -4000592 nChanged 32
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	Iteration 110Q: 3 clusters Score -4000605 nChanged 36
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	Iteration 111Q: 3 clusters Score -4000632 nChanged 33
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	Iteration 112Q: 3 clusters Score -4000646 nChanged 25
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	Iteration 113Q: 3 clusters Score -4000658 nChanged 18
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	Iteration 114Q: 3 clusters Score -4000668 nChanged 12
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	Iteration 116Q: 3 clusters Score -4000680 nChanged 6
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	Iteration 119Q: 3 clusters Score -4000683 nChanged 5
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	Iteration 120F: 3 clusters Score -4000682 nChanged 6
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	Iteration 121Q: 3 clusters Score -4000692 nChanged 6
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	Iteration 122Q: 3 clusters Score -4000693 nChanged 3
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	Iteration 123Q: 3 clusters Score -4000692 nChanged 6
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	Iteration 124Q: 3 clusters Score -4000697 nChanged 8
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	Iteration 125Q: 3 clusters Score -4000706 nChanged 13
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	Iteration 126Q: 3 clusters Score -4000718 nChanged 11
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	Iteration 127Q: 3 clusters Score -4000717 nChanged 5
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	Iteration 128Q: 3 clusters Score -4000716 nChanged 6
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	Iteration 129Q: 3 clusters Score -4000721 nChanged 7
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	Iteration 130Q: 3 clusters Score -4000727 nChanged 3
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	Iteration 131Q: 3 clusters Score -4000730 nChanged 8
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	Iteration 132Q: 3 clusters Score -4000731 nChanged 6
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	Iteration 133Q: 3 clusters Score -4000732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4000735.000000 Penalty: 3365.760498
	Iteration 134Q: 3 clusters Score -4000735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4000737.500000 Penalty: 3365.760498
	Iteration 135Q: 3 clusters Score -4000738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4000737.250000 Penalty: 3365.760498
	Iteration 136Q: 3 clusters Score -4000737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4000737.250000 Penalty: 3365.760498
	Iteration 137F: 3 clusters Score -4000737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98949 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125771 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112393 members 
Mstep: Class 10 contains 27168 members 
Mstep: Class 11 contains 22782 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21445 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 17681 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798256.000000 Penalty: 38813.050781
Iteration 239Q: 19 clusters Score -7.279826e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98946 members 
Mstep: Class 5 contains 105922 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125775 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112401 members 
Mstep: Class 10 contains 27201 members 
Mstep: Class 11 contains 22709 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4441 members 
Mstep: Class 16 contains 17685 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798280.000000 Penalty: 38813.050781
Iteration 240F: 19 clusters Score -7.279828e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98957 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125775 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112405 members 
Mstep: Class 10 contains 27232 members 
Mstep: Class 11 contains 22633 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21492 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 17686 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798296.000000 Penalty: 38813.050781
Iteration 241Q: 19 clusters Score -7.27983e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98936 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125795 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112413 members 
Mstep: Class 10 contains 27263 members 
Mstep: Class 11 contains 22574 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21509 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 17690 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798304.000000 Penalty: 38813.050781
Iteration 242Q: 19 clusters Score -7.27983e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98937 members 
Mstep: Class 5 contains 105914 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125807 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112419 members 
Mstep: Class 10 contains 27301 members 
Mstep: Class 11 contains 22500 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21521 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798320.000000 Penalty: 38813.050781
Iteration 243Q: 19 clusters Score -7.279832e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98950 members 
Mstep: Class 5 contains 105914 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125812 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112414 members 
Mstep: Class 10 contains 27345 members 
Mstep: Class 11 contains 22425 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 17692 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798344.000000 Penalty: 38813.050781
Iteration 244Q: 19 clusters Score -7.279834e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98956 members 
Mstep: Class 5 contains 105910 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125830 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112403 members 
Mstep: Class 10 contains 27384 members 
Mstep: Class 11 contains 22361 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21547 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 17692 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798400.000000 Penalty: 38813.050781
Iteration 245Q: 19 clusters Score -7.27984e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98957 members 
Mstep: Class 5 contains 105906 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125832 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 112405 members 
Mstep: Class 10 contains 27423 members 
Mstep: Class 11 contains 22300 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 21559 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798416.000000 Penalty: 38813.050781
Iteration 246Q: 19 clusters Score -7.279842e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98944 members 
Mstep: Class 5 contains 105902 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125862 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 112387 members 
Mstep: Class 10 contains 27465 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 21570 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 17701 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798360.000000 Penalty: 38813.050781
Iteration 247Q: 19 clusters Score -7.279836e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98947 members 
Mstep: Class 5 contains 105901 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125891 members 
Mstep: Class 8 contains 1467 members 
Mstep: Class 9 contains 112378 members 
Mstep: Class 10 contains 27499 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 21581 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798344.000000 Penalty: 38813.050781
Iteration 248Q: 19 clusters Score -7.279834e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98950 members 
Mstep: Class 5 contains 105899 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125906 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 112372 members 
Mstep: Class 10 contains 27541 members 
Mstep: Class 11 contains 22109 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 21592 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798360.000000 Penalty: 38813.050781
Iteration 249Q: 19 clusters Score -7.279836e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98943 members 
Mstep: Class 5 contains 105897 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125919 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 9 contains 112368 members 
Mstep: Class 10 contains 27592 members 
Mstep: Class 11 contains 22052 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 21598 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 17708 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798304.000000 Penalty: 38813.050781
Iteration 250Q: 19 clusters Score -7.27983e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98942 members 
Mstep: Class 5 contains 105896 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125941 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 112372 members 
Mstep: Class 10 contains 27634 members 
Mstep: Class 11 contains 21983 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 21602 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798264.000000 Penalty: 38813.050781
Iteration 251Q: 19 clusters Score -7.279826e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98946 members 
Mstep: Class 5 contains 105895 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125952 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 112384 members 
Mstep: Class 10 contains 27673 members 
Mstep: Class 11 contains 21908 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 21607 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798192.000000 Penalty: 38813.050781
Iteration 252Q: 19 clusters Score -7.279819e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98953 members 
Mstep: Class 5 contains 105891 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125961 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 112396 members 
Mstep: Class 10 contains 27714 members 
Mstep: Class 11 contains 21832 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 21611 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798104.000000 Penalty: 38813.050781
Iteration 253Q: 19 clusters Score -7.27981e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98947 members 
Mstep: Class 5 contains 105889 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125964 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 112412 members 
Mstep: Class 10 contains 27756 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 21620 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 17716 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798088.000000 Penalty: 38813.050781
Iteration 254Q: 19 clusters Score -7.279809e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98945 members 
Mstep: Class 5 contains 105884 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125975 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 112418 members 
Mstep: Class 10 contains 27805 members 
Mstep: Class 11 contains 21699 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 21626 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 17717 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798008.000000 Penalty: 38813.050781
Iteration 255Q: 19 clusters Score -7.279801e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98945 members 
Mstep: Class 5 contains 105876 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125954 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 112444 members 
Mstep: Class 10 contains 27860 members 
Mstep: Class 11 contains 21638 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 21630 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797944.000000 Penalty: 38813.050781
Iteration 256Q: 19 clusters Score -7.279794e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98938 members 
Mstep: Class 5 contains 105872 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125976 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 9 contains 112446 members 
Mstep: Class 10 contains 27912 members 
Mstep: Class 11 contains 21576 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 21635 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797848.000000 Penalty: 38813.050781
Iteration 257Q: 19 clusters Score -7.279785e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98950 members 
Mstep: Class 5 contains 105873 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125977 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 112431 members 
Mstep: Class 10 contains 27975 members 
Mstep: Class 11 contains 21497 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 21646 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797880.000000 Penalty: 38813.050781
Iteration 258Q: 19 clusters Score -7.279788e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98951 members 
Mstep: Class 5 contains 105870 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 126001 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 112409 members 
Mstep: Class 10 contains 28053 members 
Mstep: Class 11 contains 21421 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21652 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797848.000000 Penalty: 38813.050781
Iteration 259Q: 19 clusters Score -7.279785e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98948 members 
Mstep: Class 5 contains 105867 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 126008 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 112392 members 
Mstep: Class 10 contains 28134 members 
Mstep: Class 11 contains 21355 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21663 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797880.000000 Penalty: 38813.050781
Iteration 260F: 19 clusters Score -7.279788e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98950 members 
Mstep: Class 5 contains 105868 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125981 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 112394 members 
Mstep: Class 10 contains 28222 members 
Mstep: Class 11 contains 21273 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21674 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 4437 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797824.000000 Penalty: 38813.050781
Iteration 261Q: 19 clusters Score -7.279782e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98960 members 
Mstep: Class 5 contains 105868 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 126000 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 112372 members 
Mstep: Class 10 contains 28292 members 
Mstep: Class 11 contains 21183 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21691 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797792.000000 Penalty: 38813.050781
Iteration 262Q: 19 clusters Score -7.279779e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98948 members 
Mstep: Class 5 contains 105865 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 126002 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 112371 members 
Mstep: Class 10 contains 28366 members 
Mstep: Class 11 contains 21106 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21708 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797752.000000 Penalty: 38813.050781
Iteration 263Q: 19 clusters Score -7.279775e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98948 members 
Mstep: Class 5 contains 105861 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125992 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 112361 members 
Mstep: Class 10 contains 28445 members 
Mstep: Class 11 contains 21030 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21726 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797776.000000 Penalty: 38813.050781
Iteration 264Q: 19 clusters Score -7.279778e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98952 members 
Mstep: Class 5 contains 105859 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125989 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 112358 members 
Mstep: Class 10 contains 28512 members 
Mstep: Class 11 contains 20951 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21741 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797944.000000 Penalty: 38813.050781
Iteration 265Q: 19 clusters Score -7.279794e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98957 members 
Mstep: Class 5 contains 105857 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125972 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 112369 members 
Mstep: Class 10 contains 28582 members 
Mstep: Class 11 contains 20873 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21759 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797888.000000 Penalty: 38813.050781
Iteration 266Q: 19 clusters Score -7.279789e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 98952 members 
Mstep: Class 5 contains 105856 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125950 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 112390 members 
Mstep: Class 10 contains 28659 members 
Mstep: Class 11 contains 20795 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21775 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797824.000000 Penalty: 38813.050781
Iteration 267Q: 19 clusters Score -7.279782e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98952 members 
Mstep: Class 5 contains 105854 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125933 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 112406 members 
Mstep: Class 10 contains 28733 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21784 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4429 members 
Mstep: Class 16 contains 17733 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797760.000000 Penalty: 38813.050781
Iteration 268Q: 19 clusters Score -7.279776e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98955 members 
Mstep: Class 5 contains 105853 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125933 members 
Mstep: Class 8 contains 1418 members 
Mstep: Class 9 contains 112427 members 
Mstep: Class 10 contains 28796 members 
Mstep: Class 11 contains 20626 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21789 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 17733 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797704.000000 Penalty: 38813.050781
Iteration 269Q: 19 clusters Score -7.27977e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98944 members 
Mstep: Class 5 contains 105857 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125925 members 
Mstep: Class 8 contains 1417 members 
Mstep: Class 9 contains 112435 members 
Mstep: Class 10 contains 28872 members 
Mstep: Class 11 contains 20551 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21794 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4424 members 
Mstep: Class 16 contains 17732 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797760.000000 Penalty: 38813.050781
Iteration 270Q: 19 clusters Score -7.279776e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98944 members 
Mstep: Class 5 contains 105856 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125924 members 
Mstep: Class 8 contains 1414 members 
Mstep: Class 9 contains 112441 members 
Mstep: Class 10 contains 28947 members 
Mstep: Class 11 contains 20477 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21799 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797696.000000 Penalty: 38813.050781
Iteration 271Q: 19 clusters Score -7.27977e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98959 members 
Mstep: Class 5 contains 105854 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125888 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 9 contains 112444 members 
Mstep: Class 10 contains 29034 members 
Mstep: Class 11 contains 20399 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 21812 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797616.000000 Penalty: 38813.050781
Iteration 272Q: 19 clusters Score -7.279762e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98960 members 
Mstep: Class 5 contains 105856 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125861 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 112455 members 
Mstep: Class 10 contains 29124 members 
Mstep: Class 11 contains 20323 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21813 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797568.000000 Penalty: 38813.050781
Iteration 273Q: 19 clusters Score -7.279757e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98959 members 
Mstep: Class 5 contains 105855 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125825 members 
Mstep: Class 8 contains 1406 members 
Mstep: Class 9 contains 112467 members 
Mstep: Class 10 contains 29217 members 
Mstep: Class 11 contains 20255 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21815 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797544.000000 Penalty: 38813.050781
Iteration 274Q: 19 clusters Score -7.279754e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98963 members 
Mstep: Class 5 contains 105856 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125787 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 112481 members 
Mstep: Class 10 contains 29309 members 
Mstep: Class 11 contains 20183 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21828 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797576.000000 Penalty: 38813.050781
Iteration 275Q: 19 clusters Score -7.279758e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98972 members 
Mstep: Class 5 contains 105858 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125769 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 112484 members 
Mstep: Class 10 contains 29390 members 
Mstep: Class 11 contains 20107 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21837 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 4416 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797496.000000 Penalty: 38813.050781
Iteration 276Q: 19 clusters Score -7.27975e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98974 members 
Mstep: Class 5 contains 105864 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125743 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 112487 members 
Mstep: Class 10 contains 29466 members 
Mstep: Class 11 contains 20041 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21847 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797416.000000 Penalty: 38813.050781
Iteration 277Q: 19 clusters Score -7.279742e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98977 members 
Mstep: Class 5 contains 105865 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125721 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 112504 members 
Mstep: Class 10 contains 29539 members 
Mstep: Class 11 contains 19974 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21846 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797496.000000 Penalty: 38813.050781
Iteration 278Q: 19 clusters Score -7.27975e+07 nChanged 239
Entering ConstructFrom: 
Score: -72797496.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -12590.599609 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -12590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11770.299805 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -11770.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12072.424805 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -12072.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12352.134766 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -12352.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12532.853516 Penalty: 1873.687134
	Iteration 3F: 3 clusters Score -12532.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12609.285156 Penalty: 1873.687134
	Iteration 4F: 3 clusters Score -12609.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12663.529297 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -12663.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12713.068359 Penalty: 1873.687134
	Iteration 6Q: 3 clusters Score -12713.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12737.448242 Penalty: 1873.687134
	Iteration 7Q: 3 clusters Score -12737.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12749.492188 Penalty: 1873.687134
	Iteration 8Q: 3 clusters Score -12749.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12753.449219 Penalty: 1873.687134
	Iteration 9Q: 3 clusters Score -12753.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12754.858398 Penalty: 1873.687134
	Iteration 10Q: 3 clusters Score -12754.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12756.529297 Penalty: 1873.687134
	Iteration 11Q: 3 clusters Score -12756.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12761.504883 Penalty: 1873.687134
	Iteration 12F: 3 clusters Score -12761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12766.259766 Penalty: 1873.687134
	Iteration 13Q: 3 clusters Score -12766.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12770.608398 Penalty: 1873.687134
	Iteration 14Q: 3 clusters Score -12770.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12771.916992 Penalty: 1873.687134
	Iteration 15Q: 3 clusters Score -12771.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12773.355469 Penalty: 1873.687134
	Iteration 16Q: 3 clusters Score -12773.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12773.355469 Penalty: 1873.687134
	Iteration 17F: 3 clusters Score -12773.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98978 members 
Mstep: Class 5 contains 105864 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125693 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 112528 members 
Mstep: Class 10 contains 29605 members 
Mstep: Class 11 contains 19922 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21846 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 132 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
Score: -72796424.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72797496.000000 to -72796424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37980.039062 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37980.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37124.421875 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -37124.42 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37626.031250 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37626.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37847.281250 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37847.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38050.933594 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -38050.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38250.191406 Penalty: 2024.906494
	Iteration 4F: 3 clusters Score -38250.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38474.531250 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -38474.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38559.292969 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38559.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38611.007812 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38611.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38615.593750 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38615.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38622.292969 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38622.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38622.292969 Penalty: 2024.906494
	Iteration 10F: 3 clusters Score -38622.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98978 members 
Mstep: Class 5 contains 105864 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125693 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 112528 members 
Mstep: Class 10 contains 29605 members 
Mstep: Class 11 contains 19922 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21846 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
Score: -72797008.000000 Penalty: 40969.332031
Splitting cluster 2 changes total score from -72797496.000000 to -72797008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -74611.046875 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -74611.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73403.312500 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -73403.31 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73677.609375 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -73677.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73876.937500 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -73876.94 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74183.046875 Penalty: 2148.476074
	Iteration 3F: 3 clusters Score -74183.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74434.679688 Penalty: 2148.476074
	Iteration 4F: 3 clusters Score -74434.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74566.835938 Penalty: 2148.476074
	Iteration 5F: 3 clusters Score -74566.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74674.367188 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -74674.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -74752.945312 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -74752.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74783.171875 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -74783.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74789.976562 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -74789.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74791.562500 Penalty: 2148.476074
	Iteration 10Q: 3 clusters Score -74791.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74793.265625 Penalty: 2148.476074
	Iteration 11Q: 3 clusters Score -74793.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74794.109375 Penalty: 2148.476074
	Iteration 12Q: 3 clusters Score -74794.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74794.437500 Penalty: 2148.476074
	Iteration 13Q: 3 clusters Score -74794.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74794.437500 Penalty: 2148.476074
	Iteration 14F: 3 clusters Score -74794.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 98978 members 
Mstep: Class 5 contains 105864 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125693 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 112528 members 
Mstep: Class 10 contains 29605 members 
Mstep: Class 11 contains 19922 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21846 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 269 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
Score: -72796632.000000 Penalty: 40969.332031
Splitting cluster 3 changes total score from -72797496.000000 to -72796632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (98978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Entering Unmasked Estep 
Score: -12596816.000000 Penalty: 1869.181152
	Iteration 0F: 2 clusters Score -1.259682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -12531099.000000 Penalty: 3738.362305
	Iteration 0F: 3 clusters Score -1.25311e+07 nChanged 47222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -12558965.000000 Penalty: 3738.362305
	Iteration 1F: 3 clusters Score -1.255896e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -12560324.000000 Penalty: 3738.362305
	Iteration 2Q: 3 clusters Score -1.256032e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -12563077.000000 Penalty: 3738.362305
	Iteration 3F: 3 clusters Score -1.256308e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -12568023.000000 Penalty: 3738.362305
	Iteration 4F: 3 clusters Score -1.256802e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -12575411.000000 Penalty: 3738.362305
	Iteration 5F: 3 clusters Score -1.257541e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -12584170.000000 Penalty: 3738.362305
	Iteration 6F: 3 clusters Score -1.258417e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -12590491.000000 Penalty: 3738.362305
	Iteration 7F: 3 clusters Score -1.259049e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -12593564.000000 Penalty: 3738.362305
	Iteration 8Q: 3 clusters Score -1.259356e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -12594631.000000 Penalty: 3738.362305
	Iteration 9Q: 3 clusters Score -1.259463e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 98585 members 
Entering Unmasked Estep 
Score: -12594944.000000 Penalty: 3738.362305
	Iteration 10Q: 3 clusters Score -1.259494e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -12595111.000000 Penalty: 3738.362305
	Iteration 11Q: 3 clusters Score -1.259511e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 98727 members 
Entering Unmasked Estep 
Score: -12595177.000000 Penalty: 3738.362305
	Iteration 12Q: 3 clusters Score -1.259518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -12595197.000000 Penalty: 3738.362305
	Iteration 13Q: 3 clusters Score -1.25952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 98753 members 
Entering Unmasked Estep 
Score: -12595223.000000 Penalty: 3738.362305
	Iteration 14Q: 3 clusters Score -1.259522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -12595231.000000 Penalty: 3738.362305
	Iteration 15Q: 3 clusters Score -1.259523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 98761 members 
Entering Unmasked Estep 
Score: -12595232.000000 Penalty: 3738.362305
	Iteration 16Q: 3 clusters Score -1.259523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 98764 members 
Entering Unmasked Estep 
Score: -12595237.000000 Penalty: 3738.362305
	Iteration 17Q: 3 clusters Score -1.259524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -12595253.000000 Penalty: 3738.362305
	Iteration 18Q: 3 clusters Score -1.259525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -12595258.000000 Penalty: 3738.362305
	Iteration 19Q: 3 clusters Score -1.259526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 98773 members 
Entering Unmasked Estep 
Score: -12595254.000000 Penalty: 3738.362305
	Iteration 20F: 3 clusters Score -1.259525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -12595258.000000 Penalty: 3738.362305
	Iteration 21Q: 3 clusters Score -1.259526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -12595265.000000 Penalty: 3738.362305
	Iteration 22Q: 3 clusters Score -1.259526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -12595264.000000 Penalty: 3738.362305
	Iteration 23Q: 3 clusters Score -1.259526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -12595264.000000 Penalty: 3738.362305
	Iteration 24Q: 3 clusters Score -1.259526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -12595264.000000 Penalty: 3738.362305
	Iteration 25F: 3 clusters Score -1.259526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Entering Unmasked Estep 
Score: -13728667.000000 Penalty: 1880.110352
	Iteration 0F: 2 clusters Score -1.372867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -13665573.000000 Penalty: 3760.220703
	Iteration 0F: 3 clusters Score -1.366557e+07 nChanged 50662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -13694948.000000 Penalty: 3760.220703
	Iteration 1F: 3 clusters Score -1.369495e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -13695773.000000 Penalty: 3760.220703
	Iteration 2Q: 3 clusters Score -1.369577e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -13696765.000000 Penalty: 3760.220703
	Iteration 3Q: 3 clusters Score -1.369676e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -13698633.000000 Penalty: 3760.220703
	Iteration 4Q: 3 clusters Score -1.369863e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -13701370.000000 Penalty: 3760.220703
	Iteration 5F: 3 clusters Score -1.370137e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -13705384.000000 Penalty: 3760.220703
	Iteration 6F: 3 clusters Score -1.370538e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -13710082.000000 Penalty: 3760.220703
	Iteration 7F: 3 clusters Score -1.371008e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -13714273.000000 Penalty: 3760.220703
	Iteration 8F: 3 clusters Score -1.371427e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -13717289.000000 Penalty: 3760.220703
	Iteration 9Q: 3 clusters Score -1.371729e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -13718824.000000 Penalty: 3760.220703
	Iteration 10Q: 3 clusters Score -1.371882e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93922 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -13719686.000000 Penalty: 3760.220703
	Iteration 11Q: 3 clusters Score -1.371969e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94820 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -13720121.000000 Penalty: 3760.220703
	Iteration 12Q: 3 clusters Score -1.372012e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -13720437.000000 Penalty: 3760.220703
	Iteration 13Q: 3 clusters Score -1.372044e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -13720836.000000 Penalty: 3760.220703
	Iteration 14Q: 3 clusters Score -1.372084e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -13721131.000000 Penalty: 3760.220703
	Iteration 15Q: 3 clusters Score -1.372113e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97670 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -13721529.000000 Penalty: 3760.220703
	Iteration 16Q: 3 clusters Score -1.372153e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -13721814.000000 Penalty: 3760.220703
	Iteration 17Q: 3 clusters Score -1.372181e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -13722125.000000 Penalty: 3760.220703
	Iteration 18Q: 3 clusters Score -1.372212e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -13722600.000000 Penalty: 3760.220703
	Iteration 19Q: 3 clusters Score -1.37226e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -13722977.000000 Penalty: 3760.220703
	Iteration 20F: 3 clusters Score -1.372298e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -13723494.000000 Penalty: 3760.220703
	Iteration 21Q: 3 clusters Score -1.372349e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -13723880.000000 Penalty: 3760.220703
	Iteration 22Q: 3 clusters Score -1.372388e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101907 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -13724322.000000 Penalty: 3760.220703
	Iteration 23Q: 3 clusters Score -1.372432e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -13724678.000000 Penalty: 3760.220703
	Iteration 24Q: 3 clusters Score -1.372468e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -13724946.000000 Penalty: 3760.220703
	Iteration 25Q: 3 clusters Score -1.372495e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -13725302.000000 Penalty: 3760.220703
	Iteration 26Q: 3 clusters Score -1.37253e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -13725537.000000 Penalty: 3760.220703
	Iteration 27Q: 3 clusters Score -1.372554e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -13725715.000000 Penalty: 3760.220703
	Iteration 28Q: 3 clusters Score -1.372572e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103976 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -13725883.000000 Penalty: 3760.220703
	Iteration 29Q: 3 clusters Score -1.372588e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104161 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -13726048.000000 Penalty: 3760.220703
	Iteration 30Q: 3 clusters Score -1.372605e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13726159.000000 Penalty: 3760.220703
	Iteration 31Q: 3 clusters Score -1.372616e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -13726308.000000 Penalty: 3760.220703
	Iteration 32Q: 3 clusters Score -1.372631e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13726407.000000 Penalty: 3760.220703
	Iteration 33Q: 3 clusters Score -1.372641e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -13726485.000000 Penalty: 3760.220703
	Iteration 34Q: 3 clusters Score -1.372648e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13726551.000000 Penalty: 3760.220703
	Iteration 35Q: 3 clusters Score -1.372655e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -13726622.000000 Penalty: 3760.220703
	Iteration 36Q: 3 clusters Score -1.372662e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104885 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13726650.000000 Penalty: 3760.220703
	Iteration 37Q: 3 clusters Score -1.372665e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13726669.000000 Penalty: 3760.220703
	Iteration 38Q: 3 clusters Score -1.372667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13726681.000000 Penalty: 3760.220703
	Iteration 39Q: 3 clusters Score -1.372668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13726698.000000 Penalty: 3760.220703
	Iteration 40F: 3 clusters Score -1.37267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105015 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13726713.000000 Penalty: 3760.220703
	Iteration 41Q: 3 clusters Score -1.372671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -13726733.000000 Penalty: 3760.220703
	Iteration 42Q: 3 clusters Score -1.372673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -13726738.000000 Penalty: 3760.220703
	Iteration 43Q: 3 clusters Score -1.372674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13726746.000000 Penalty: 3760.220703
	Iteration 44Q: 3 clusters Score -1.372675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105077 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -13726752.000000 Penalty: 3760.220703
	Iteration 45Q: 3 clusters Score -1.372675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -13726755.000000 Penalty: 3760.220703
	Iteration 46Q: 3 clusters Score -1.372676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105092 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13726756.000000 Penalty: 3760.220703
	Iteration 47Q: 3 clusters Score -1.372676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105097 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13726769.000000 Penalty: 3760.220703
	Iteration 48Q: 3 clusters Score -1.372677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13726777.000000 Penalty: 3760.220703
	Iteration 49Q: 3 clusters Score -1.372678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105111 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13726791.000000 Penalty: 3760.220703
	Iteration 50Q: 3 clusters Score -1.372679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13726786.000000 Penalty: 3760.220703
	Iteration 51Q: 3 clusters Score -1.372679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13726791.000000 Penalty: 3760.220703
	Iteration 52Q: 3 clusters Score -1.372679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105144 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13726800.000000 Penalty: 3760.220703
	Iteration 53Q: 3 clusters Score -1.37268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13726795.000000 Penalty: 3760.220703
	Iteration 54Q: 3 clusters Score -1.37268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13726809.000000 Penalty: 3760.220703
	Iteration 55Q: 3 clusters Score -1.372681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105189 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13726829.000000 Penalty: 3760.220703
	Iteration 56Q: 3 clusters Score -1.372683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13726837.000000 Penalty: 3760.220703
	Iteration 57Q: 3 clusters Score -1.372684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13726823.000000 Penalty: 3760.220703
	Iteration 58Q: 3 clusters Score -1.372682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -13726831.000000 Penalty: 3760.220703
	Iteration 59Q: 3 clusters Score -1.372683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13726837.000000 Penalty: 3760.220703
	Iteration 60F: 3 clusters Score -1.372684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105228 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13726839.000000 Penalty: 3760.220703
	Iteration 61Q: 3 clusters Score -1.372684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105232 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -13726831.000000 Penalty: 3760.220703
	Iteration 62Q: 3 clusters Score -1.372683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13726843.000000 Penalty: 3760.220703
	Iteration 63Q: 3 clusters Score -1.372684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13726847.000000 Penalty: 3760.220703
	Iteration 64Q: 3 clusters Score -1.372685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13726847.000000 Penalty: 3760.220703
	Iteration 65Q: 3 clusters Score -1.372685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13726842.000000 Penalty: 3760.220703
	Iteration 66Q: 3 clusters Score -1.372684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13726849.000000 Penalty: 3760.220703
	Iteration 67Q: 3 clusters Score -1.372685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13726849.000000 Penalty: 3760.220703
	Iteration 68F: 3 clusters Score -1.372685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -67599.468750 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -67599.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66494.632812 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -66494.63 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67021.906250 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -67021.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67320.453125 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -67320.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67448.968750 Penalty: 2099.977051
	Iteration 3F: 3 clusters Score -67448.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67514.710938 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -67514.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67565.656250 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -67565.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67611.953125 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -67611.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67689.609375 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -67689.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67748.695312 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -67748.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67761.781250 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -67761.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67775.070312 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -67775.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67789.945312 Penalty: 2099.977051
	Iteration 11Q: 3 clusters Score -67789.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67829.960938 Penalty: 2099.977051
	Iteration 12Q: 3 clusters Score -67829.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67870.796875 Penalty: 2099.977051
	Iteration 13Q: 3 clusters Score -67870.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67894.515625 Penalty: 2099.977051
	Iteration 14Q: 3 clusters Score -67894.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67899.007812 Penalty: 2099.977051
	Iteration 15Q: 3 clusters Score -67899.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67902.296875 Penalty: 2099.977051
	Iteration 16Q: 3 clusters Score -67902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67906.093750 Penalty: 2099.977051
	Iteration 17Q: 3 clusters Score -67906.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67906.710938 Penalty: 2099.977051
	Iteration 18Q: 3 clusters Score -67906.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67908.460938 Penalty: 2099.977051
	Iteration 19Q: 3 clusters Score -67908.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67911.617188 Penalty: 2099.977051
	Iteration 20F: 3 clusters Score -67911.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67923.960938 Penalty: 2099.977051
	Iteration 21Q: 3 clusters Score -67923.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67927.875000 Penalty: 2099.977051
	Iteration 22Q: 3 clusters Score -67927.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67929.078125 Penalty: 2099.977051
	Iteration 23Q: 3 clusters Score -67929.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67930.734375 Penalty: 2099.977051
	Iteration 24Q: 3 clusters Score -67930.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67942.375000 Penalty: 2099.977051
	Iteration 25Q: 3 clusters Score -67942.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67965.710938 Penalty: 2099.977051
	Iteration 26Q: 3 clusters Score -67965.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67983.132812 Penalty: 2099.977051
	Iteration 27Q: 3 clusters Score -67983.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67992.656250 Penalty: 2099.977051
	Iteration 28Q: 3 clusters Score -67992.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67993.078125 Penalty: 2099.977051
	Iteration 29Q: 3 clusters Score -67993.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67993.078125 Penalty: 2099.977051
	Iteration 30F: 3 clusters Score -67993.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98978 members 
Mstep: Class 5 contains 105864 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 125693 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 112528 members 
Mstep: Class 10 contains 29605 members 
Mstep: Class 11 contains 19922 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21846 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 293 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
Score: -72796736.000000 Penalty: 40969.332031
Splitting cluster 6 changes total score from -72797496.000000 to -72796736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (125693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125693 members 
Entering Unmasked Estep 
Score: -16005765.000000 Penalty: 1908.009644
	Iteration 0F: 2 clusters Score -1.600576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -15931839.000000 Penalty: 3816.019287
	Iteration 0F: 3 clusters Score -1.593184e+07 nChanged 60381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -15967863.000000 Penalty: 3816.019287
	Iteration 1F: 3 clusters Score -1.596786e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -15969252.000000 Penalty: 3816.019287
	Iteration 2Q: 3 clusters Score -1.596925e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -15971112.000000 Penalty: 3816.019287
	Iteration 3Q: 3 clusters Score -1.597111e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -15973604.000000 Penalty: 3816.019287
	Iteration 4Q: 3 clusters Score -1.59736e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -15977391.000000 Penalty: 3816.019287
	Iteration 5F: 3 clusters Score -1.597739e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -15982812.000000 Penalty: 3816.019287
	Iteration 6F: 3 clusters Score -1.598281e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -15989420.000000 Penalty: 3816.019287
	Iteration 7F: 3 clusters Score -1.598942e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102848 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -15996118.000000 Penalty: 3816.019287
	Iteration 8F: 3 clusters Score -1.599612e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108418 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -16001256.000000 Penalty: 3816.019287
	Iteration 9Q: 3 clusters Score -1.600126e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -16003875.000000 Penalty: 3816.019287
	Iteration 10Q: 3 clusters Score -1.600388e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115227 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -16005000.000000 Penalty: 3816.019287
	Iteration 11Q: 3 clusters Score -1.6005e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117270 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -16005650.000000 Penalty: 3816.019287
	Iteration 12Q: 3 clusters Score -1.600565e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -16005643.000000 Penalty: 3816.019287
	Iteration 13Q: 3 clusters Score -1.600564e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -16005663.000000 Penalty: 3816.019287
	Iteration 14Q: 3 clusters Score -1.600566e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -16005484.000000 Penalty: 3816.019287
	Iteration 15Q: 3 clusters Score -1.600548e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -16005461.000000 Penalty: 3816.019287
	Iteration 16Q: 3 clusters Score -1.600546e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122647 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -16005318.000000 Penalty: 3816.019287
	Iteration 17Q: 3 clusters Score -1.600532e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123107 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -16005308.000000 Penalty: 3816.019287
	Iteration 18Q: 3 clusters Score -1.600531e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -16005259.000000 Penalty: 3816.019287
	Iteration 19Q: 3 clusters Score -1.600526e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123677 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -16005196.000000 Penalty: 3816.019287
	Iteration 20F: 3 clusters Score -1.60052e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123872 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16005147.000000 Penalty: 3816.019287
	Iteration 21Q: 3 clusters Score -1.600515e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124037 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -16005085.000000 Penalty: 3816.019287
	Iteration 22Q: 3 clusters Score -1.600508e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124177 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16005069.000000 Penalty: 3816.019287
	Iteration 23Q: 3 clusters Score -1.600507e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124286 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -16005057.000000 Penalty: 3816.019287
	Iteration 24Q: 3 clusters Score -1.600506e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124386 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -16005040.000000 Penalty: 3816.019287
	Iteration 25Q: 3 clusters Score -1.600504e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16005024.000000 Penalty: 3816.019287
	Iteration 26Q: 3 clusters Score -1.600502e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124541 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -16005009.000000 Penalty: 3816.019287
	Iteration 27Q: 3 clusters Score -1.600501e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124593 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16004990.000000 Penalty: 3816.019287
	Iteration 28Q: 3 clusters Score -1.600499e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124643 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16004975.000000 Penalty: 3816.019287
	Iteration 29Q: 3 clusters Score -1.600498e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124686 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16004981.000000 Penalty: 3816.019287
	Iteration 30Q: 3 clusters Score -1.600498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124723 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -16004951.000000 Penalty: 3816.019287
	Iteration 31Q: 3 clusters Score -1.600495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124752 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -16004934.000000 Penalty: 3816.019287
	Iteration 32Q: 3 clusters Score -1.600493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124770 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16004937.000000 Penalty: 3816.019287
	Iteration 33Q: 3 clusters Score -1.600494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124787 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -16004924.000000 Penalty: 3816.019287
	Iteration 34Q: 3 clusters Score -1.600492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16004921.000000 Penalty: 3816.019287
	Iteration 35Q: 3 clusters Score -1.600492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124824 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16004924.000000 Penalty: 3816.019287
	Iteration 36Q: 3 clusters Score -1.600492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124840 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16004919.000000 Penalty: 3816.019287
	Iteration 37Q: 3 clusters Score -1.600492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124862 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16004900.000000 Penalty: 3816.019287
	Iteration 38Q: 3 clusters Score -1.60049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16004883.000000 Penalty: 3816.019287
	Iteration 39Q: 3 clusters Score -1.600488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16004865.000000 Penalty: 3816.019287
	Iteration 40F: 3 clusters Score -1.600486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124896 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16004856.000000 Penalty: 3816.019287
	Iteration 41Q: 3 clusters Score -1.600486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124911 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16004861.000000 Penalty: 3816.019287
	Iteration 42Q: 3 clusters Score -1.600486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124925 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -16004858.000000 Penalty: 3816.019287
	Iteration 43Q: 3 clusters Score -1.600486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124936 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -16004868.000000 Penalty: 3816.019287
	Iteration 44Q: 3 clusters Score -1.600487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124946 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16004880.000000 Penalty: 3816.019287
	Iteration 45Q: 3 clusters Score -1.600488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124951 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16004877.000000 Penalty: 3816.019287
	Iteration 46Q: 3 clusters Score -1.600488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124959 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16004882.000000 Penalty: 3816.019287
	Iteration 47Q: 3 clusters Score -1.600488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124970 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -16004872.000000 Penalty: 3816.019287
	Iteration 48Q: 3 clusters Score -1.600487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16004838.000000 Penalty: 3816.019287
	Iteration 49Q: 3 clusters Score -1.600484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124990 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16004852.000000 Penalty: 3816.019287
	Iteration 50Q: 3 clusters Score -1.600485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124997 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16004844.000000 Penalty: 3816.019287
	Iteration 51Q: 3 clusters Score -1.600484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125008 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -16004833.000000 Penalty: 3816.019287
	Iteration 52Q: 3 clusters Score -1.600483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125017 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16004824.000000 Penalty: 3816.019287
	Iteration 53Q: 3 clusters Score -1.600482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -16004817.000000 Penalty: 3816.019287
	Iteration 54Q: 3 clusters Score -1.600482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -16004826.000000 Penalty: 3816.019287
	Iteration 55Q: 3 clusters Score -1.600483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125029 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16004828.000000 Penalty: 3816.019287
	Iteration 56Q: 3 clusters Score -1.600483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125034 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -16004813.000000 Penalty: 3816.019287
	Iteration 57Q: 3 clusters Score -1.600481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125036 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16004814.000000 Penalty: 3816.019287
	Iteration 58Q: 3 clusters Score -1.600481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16004813.000000 Penalty: 3816.019287
	Iteration 59Q: 3 clusters Score -1.600481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125046 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -16004799.000000 Penalty: 3816.019287
	Iteration 60F: 3 clusters Score -1.60048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125051 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -16004807.000000 Penalty: 3816.019287
	Iteration 61Q: 3 clusters Score -1.600481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16004810.000000 Penalty: 3816.019287
	Iteration 62Q: 3 clusters Score -1.600481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125058 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -16004813.000000 Penalty: 3816.019287
	Iteration 63Q: 3 clusters Score -1.600481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125059 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -16004823.000000 Penalty: 3816.019287
	Iteration 64Q: 3 clusters Score -1.600482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125062 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -16004825.000000 Penalty: 3816.019287
	Iteration 65Q: 3 clusters Score -1.600482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125059 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -16004832.000000 Penalty: 3816.019287
	Iteration 66Q: 3 clusters Score -1.600483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125057 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -16004830.000000 Penalty: 3816.019287
	Iteration 67Q: 3 clusters Score -1.600483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16004836.000000 Penalty: 3816.019287
	Iteration 68Q: 3 clusters Score -1.600484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125057 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -16004834.000000 Penalty: 3816.019287
	Iteration 69Q: 3 clusters Score -1.600483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16004836.000000 Penalty: 3816.019287
	Iteration 70Q: 3 clusters Score -1.600484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125063 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16004832.000000 Penalty: 3816.019287
	Iteration 71Q: 3 clusters Score -1.600483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16004816.000000 Penalty: 3816.019287
	Iteration 72Q: 3 clusters Score -1.600482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125067 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -16004825.000000 Penalty: 3816.019287
	Iteration 73Q: 3 clusters Score -1.600482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16004825.000000 Penalty: 3816.019287
	Iteration 74Q: 3 clusters Score -1.600482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16004825.000000 Penalty: 3816.019287
	Iteration 75F: 3 clusters Score -1.600482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -173729.593750 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -173729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -172037.437500 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -172037.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172351.062500 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -172351.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -172433.562500 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -172433.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -172471.265625 Penalty: 2350.638428
	Iteration 3Q: 3 clusters Score -172471.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -172498.687500 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -172498.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -172518.046875 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -172518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -172531.640625 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -172531.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -172540.171875 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -172540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -172544.203125 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -172544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -172547.968750 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -172548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -172549.796875 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -172549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172551.562500 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -172551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172552.750000 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -172552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172553.984375 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -172554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -172554.781250 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -172554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -172555.562500 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -172555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -172556.062500 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -172556.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -172556.375000 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -172556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -172557.046875 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -172557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -172557.046875 Penalty: 2350.638428
	Iteration 19F: 3 clusters Score -172557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (112528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112528 members 
Entering Unmasked Estep 
Score: -14360605.000000 Penalty: 1890.030640
	Iteration 0F: 2 clusters Score -1.43606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -14291598.000000 Penalty: 3780.061279
	Iteration 0F: 3 clusters Score -1.42916e+07 nChanged 54018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -14323591.000000 Penalty: 3780.061279
	Iteration 1F: 3 clusters Score -1.432359e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -14325140.000000 Penalty: 3780.061279
	Iteration 2Q: 3 clusters Score -1.432514e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -14327156.000000 Penalty: 3780.061279
	Iteration 3Q: 3 clusters Score -1.432716e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -14330377.000000 Penalty: 3780.061279
	Iteration 4F: 3 clusters Score -1.433038e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -14334627.000000 Penalty: 3780.061279
	Iteration 5F: 3 clusters Score -1.433463e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -14339320.000000 Penalty: 3780.061279
	Iteration 6F: 3 clusters Score -1.433932e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -14343906.000000 Penalty: 3780.061279
	Iteration 7F: 3 clusters Score -1.434391e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -14347856.000000 Penalty: 3780.061279
	Iteration 8F: 3 clusters Score -1.434786e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -14350293.000000 Penalty: 3780.061279
	Iteration 9Q: 3 clusters Score -1.435029e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -14351643.000000 Penalty: 3780.061279
	Iteration 10Q: 3 clusters Score -1.435164e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -14352214.000000 Penalty: 3780.061279
	Iteration 11Q: 3 clusters Score -1.435221e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -14352606.000000 Penalty: 3780.061279
	Iteration 12Q: 3 clusters Score -1.435261e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -14352860.000000 Penalty: 3780.061279
	Iteration 13Q: 3 clusters Score -1.435286e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -14353137.000000 Penalty: 3780.061279
	Iteration 14Q: 3 clusters Score -1.435314e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -14353291.000000 Penalty: 3780.061279
	Iteration 15Q: 3 clusters Score -1.435329e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -14353342.000000 Penalty: 3780.061279
	Iteration 16Q: 3 clusters Score -1.435334e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -14353563.000000 Penalty: 3780.061279
	Iteration 17Q: 3 clusters Score -1.435356e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -14353648.000000 Penalty: 3780.061279
	Iteration 18Q: 3 clusters Score -1.435365e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -14353724.000000 Penalty: 3780.061279
	Iteration 19Q: 3 clusters Score -1.435372e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -14353832.000000 Penalty: 3780.061279
	Iteration 20F: 3 clusters Score -1.435383e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -14353894.000000 Penalty: 3780.061279
	Iteration 21Q: 3 clusters Score -1.435389e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -14354018.000000 Penalty: 3780.061279
	Iteration 22Q: 3 clusters Score -1.435402e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -14354092.000000 Penalty: 3780.061279
	Iteration 23Q: 3 clusters Score -1.435409e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -14354156.000000 Penalty: 3780.061279
	Iteration 24Q: 3 clusters Score -1.435416e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -14354289.000000 Penalty: 3780.061279
	Iteration 25Q: 3 clusters Score -1.435429e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -14354409.000000 Penalty: 3780.061279
	Iteration 26Q: 3 clusters Score -1.435441e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -14354535.000000 Penalty: 3780.061279
	Iteration 27Q: 3 clusters Score -1.435454e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -14354643.000000 Penalty: 3780.061279
	Iteration 28Q: 3 clusters Score -1.435464e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -14354713.000000 Penalty: 3780.061279
	Iteration 29Q: 3 clusters Score -1.435471e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -14354793.000000 Penalty: 3780.061279
	Iteration 30Q: 3 clusters Score -1.435479e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -14354880.000000 Penalty: 3780.061279
	Iteration 31Q: 3 clusters Score -1.435488e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -14354861.000000 Penalty: 3780.061279
	Iteration 32Q: 3 clusters Score -1.435486e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -14354976.000000 Penalty: 3780.061279
	Iteration 33Q: 3 clusters Score -1.435498e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -14355074.000000 Penalty: 3780.061279
	Iteration 34Q: 3 clusters Score -1.435507e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -14355123.000000 Penalty: 3780.061279
	Iteration 35Q: 3 clusters Score -1.435512e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -14355207.000000 Penalty: 3780.061279
	Iteration 36Q: 3 clusters Score -1.435521e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -14355331.000000 Penalty: 3780.061279
	Iteration 37Q: 3 clusters Score -1.435533e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -14355351.000000 Penalty: 3780.061279
	Iteration 38Q: 3 clusters Score -1.435535e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -14355420.000000 Penalty: 3780.061279
	Iteration 39Q: 3 clusters Score -1.435542e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -14355557.000000 Penalty: 3780.061279
	Iteration 40F: 3 clusters Score -1.435556e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -14355640.000000 Penalty: 3780.061279
	Iteration 41Q: 3 clusters Score -1.435564e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -14355683.000000 Penalty: 3780.061279
	Iteration 42Q: 3 clusters Score -1.435568e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -14355734.000000 Penalty: 3780.061279
	Iteration 43Q: 3 clusters Score -1.435573e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -14355867.000000 Penalty: 3780.061279
	Iteration 44Q: 3 clusters Score -1.435587e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -14355888.000000 Penalty: 3780.061279
	Iteration 45Q: 3 clusters Score -1.435589e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -14355956.000000 Penalty: 3780.061279
	Iteration 46Q: 3 clusters Score -1.435596e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -14356087.000000 Penalty: 3780.061279
	Iteration 47Q: 3 clusters Score -1.435609e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -14356213.000000 Penalty: 3780.061279
	Iteration 48Q: 3 clusters Score -1.435621e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -14356389.000000 Penalty: 3780.061279
	Iteration 49Q: 3 clusters Score -1.435639e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -14356622.000000 Penalty: 3780.061279
	Iteration 50Q: 3 clusters Score -1.435662e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -14356836.000000 Penalty: 3780.061279
	Iteration 51Q: 3 clusters Score -1.435684e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -14357149.000000 Penalty: 3780.061279
	Iteration 52Q: 3 clusters Score -1.435715e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -14357495.000000 Penalty: 3780.061279
	Iteration 53Q: 3 clusters Score -1.43575e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -14357890.000000 Penalty: 3780.061279
	Iteration 54Q: 3 clusters Score -1.435789e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -14358379.000000 Penalty: 3780.061279
	Iteration 55Q: 3 clusters Score -1.435838e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -14358797.000000 Penalty: 3780.061279
	Iteration 56Q: 3 clusters Score -1.43588e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -14359084.000000 Penalty: 3780.061279
	Iteration 57Q: 3 clusters Score -1.435908e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -14359360.000000 Penalty: 3780.061279
	Iteration 58Q: 3 clusters Score -1.435936e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -14359502.000000 Penalty: 3780.061279
	Iteration 59Q: 3 clusters Score -1.43595e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -14359644.000000 Penalty: 3780.061279
	Iteration 60F: 3 clusters Score -1.435964e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -14359750.000000 Penalty: 3780.061279
	Iteration 61Q: 3 clusters Score -1.435975e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -14359830.000000 Penalty: 3780.061279
	Iteration 62Q: 3 clusters Score -1.435983e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -14359883.000000 Penalty: 3780.061279
	Iteration 63Q: 3 clusters Score -1.435988e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -14359937.000000 Penalty: 3780.061279
	Iteration 64Q: 3 clusters Score -1.435994e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -14359978.000000 Penalty: 3780.061279
	Iteration 65Q: 3 clusters Score -1.435998e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -14359986.000000 Penalty: 3780.061279
	Iteration 66Q: 3 clusters Score -1.435999e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -14359990.000000 Penalty: 3780.061279
	Iteration 67Q: 3 clusters Score -1.435999e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -14360026.000000 Penalty: 3780.061279
	Iteration 68Q: 3 clusters Score -1.436003e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -14360059.000000 Penalty: 3780.061279
	Iteration 69Q: 3 clusters Score -1.436006e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -14360076.000000 Penalty: 3780.061279
	Iteration 70Q: 3 clusters Score -1.436008e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -14360081.000000 Penalty: 3780.061279
	Iteration 71Q: 3 clusters Score -1.436008e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -14360086.000000 Penalty: 3780.061279
	Iteration 72Q: 3 clusters Score -1.436009e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -14360065.000000 Penalty: 3780.061279
	Iteration 73Q: 3 clusters Score -1.436006e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -14360095.000000 Penalty: 3780.061279
	Iteration 74Q: 3 clusters Score -1.43601e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -14360089.000000 Penalty: 3780.061279
	Iteration 75Q: 3 clusters Score -1.436009e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -14360088.000000 Penalty: 3780.061279
	Iteration 76Q: 3 clusters Score -1.436009e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -14360088.000000 Penalty: 3780.061279
	Iteration 77Q: 3 clusters Score -1.436009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -14360085.000000 Penalty: 3780.061279
	Iteration 78Q: 3 clusters Score -1.436008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -14360084.000000 Penalty: 3780.061279
	Iteration 79Q: 3 clusters Score -1.436008e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -14360075.000000 Penalty: 3780.061279
	Iteration 80F: 3 clusters Score -1.436008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -14360087.000000 Penalty: 3780.061279
	Iteration 81Q: 3 clusters Score -1.436009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -14360085.000000 Penalty: 3780.061279
	Iteration 82Q: 3 clusters Score -1.436008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -14360091.000000 Penalty: 3780.061279
	Iteration 83Q: 3 clusters Score -1.436009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -14360101.000000 Penalty: 3780.061279
	Iteration 84Q: 3 clusters Score -1.43601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -14360100.000000 Penalty: 3780.061279
	Iteration 85Q: 3 clusters Score -1.43601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -14360115.000000 Penalty: 3780.061279
	Iteration 86Q: 3 clusters Score -1.436012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -14360117.000000 Penalty: 3780.061279
	Iteration 87Q: 3 clusters Score -1.436012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -14360111.000000 Penalty: 3780.061279
	Iteration 88Q: 3 clusters Score -1.436011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -14360105.000000 Penalty: 3780.061279
	Iteration 89Q: 3 clusters Score -1.43601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -14360107.000000 Penalty: 3780.061279
	Iteration 90Q: 3 clusters Score -1.436011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -14360106.000000 Penalty: 3780.061279
	Iteration 91Q: 3 clusters Score -1.436011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -14360100.000000 Penalty: 3780.061279
	Iteration 92Q: 3 clusters Score -1.43601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -14360095.000000 Penalty: 3780.061279
	Iteration 93Q: 3 clusters Score -1.43601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -14360097.000000 Penalty: 3780.061279
	Iteration 94Q: 3 clusters Score -1.43601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -14360109.000000 Penalty: 3780.061279
	Iteration 95Q: 3 clusters Score -1.436011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -14360104.000000 Penalty: 3780.061279
	Iteration 96Q: 3 clusters Score -1.43601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -14360099.000000 Penalty: 3780.061279
	Iteration 97Q: 3 clusters Score -1.43601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -14360101.000000 Penalty: 3780.061279
	Iteration 98Q: 3 clusters Score -1.43601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -14360098.000000 Penalty: 3780.061279
	Iteration 99Q: 3 clusters Score -1.43601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -14360097.000000 Penalty: 3780.061279
	Iteration 100F: 3 clusters Score -1.43601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -14360096.000000 Penalty: 3780.061279
	Iteration 101Q: 3 clusters Score -1.43601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -14360090.000000 Penalty: 3780.061279
	Iteration 102Q: 3 clusters Score -1.436009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -14360087.000000 Penalty: 3780.061279
	Iteration 103Q: 3 clusters Score -1.436009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -14360092.000000 Penalty: 3780.061279
	Iteration 104Q: 3 clusters Score -1.436009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -14360098.000000 Penalty: 3780.061279
	Iteration 105Q: 3 clusters Score -1.43601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -14360095.000000 Penalty: 3780.061279
	Iteration 106Q: 3 clusters Score -1.43601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -14360087.000000 Penalty: 3780.061279
	Iteration 107Q: 3 clusters Score -1.436009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -14360083.000000 Penalty: 3780.061279
	Iteration 108Q: 3 clusters Score -1.436008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -14360082.000000 Penalty: 3780.061279
	Iteration 109Q: 3 clusters Score -1.436008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -14360082.000000 Penalty: 3780.061279
	Iteration 110F: 3 clusters Score -1.436008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Entering Unmasked Estep 
Score: -3809802.750000 Penalty: 1673.050903
	Iteration 0F: 2 clusters Score -3809803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3789865.500000 Penalty: 3346.101807
	Iteration 0F: 3 clusters Score -3789866 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3797705.000000 Penalty: 3346.101807
	Iteration 1F: 3 clusters Score -3797705 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3798568.250000 Penalty: 3346.101807
	Iteration 2F: 3 clusters Score -3798568 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3799824.750000 Penalty: 3346.101807
	Iteration 3F: 3 clusters Score -3799825 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3801604.500000 Penalty: 3346.101807
	Iteration 4F: 3 clusters Score -3801604 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3803742.500000 Penalty: 3346.101807
	Iteration 5F: 3 clusters Score -3803742 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3805793.500000 Penalty: 3346.101807
	Iteration 6F: 3 clusters Score -3805794 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3806859.750000 Penalty: 3346.101807
	Iteration 7Q: 3 clusters Score -3806860 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3807259.750000 Penalty: 3346.101807
	Iteration 8Q: 3 clusters Score -3807260 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3807434.250000 Penalty: 3346.101807
	Iteration 9Q: 3 clusters Score -3807434 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3807550.500000 Penalty: 3346.101807
	Iteration 10Q: 3 clusters Score -3807550 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3807640.250000 Penalty: 3346.101807
	Iteration 11Q: 3 clusters Score -3807640 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3807714.250000 Penalty: 3346.101807
	Iteration 12Q: 3 clusters Score -3807714 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3807768.750000 Penalty: 3346.101807
	Iteration 13Q: 3 clusters Score -3807769 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3807822.500000 Penalty: 3346.101807
	Iteration 14Q: 3 clusters Score -3807822 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3807880.750000 Penalty: 3346.101807
	Iteration 15Q: 3 clusters Score -3807881 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3807933.250000 Penalty: 3346.101807
	Iteration 16Q: 3 clusters Score -3807933 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3807994.750000 Penalty: 3346.101807
	Iteration 17Q: 3 clusters Score -3807995 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3808043.250000 Penalty: 3346.101807
	Iteration 18Q: 3 clusters Score -3808043 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3808099.000000 Penalty: 3346.101807
	Iteration 19Q: 3 clusters Score -3808099 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3808139.500000 Penalty: 3346.101807
	Iteration 20F: 3 clusters Score -3808140 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3808154.000000 Penalty: 3346.101807
	Iteration 21Q: 3 clusters Score -3808154 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3808202.000000 Penalty: 3346.101807
	Iteration 22Q: 3 clusters Score -3808202 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3808230.250000 Penalty: 3346.101807
	Iteration 23Q: 3 clusters Score -3808230 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3808258.750000 Penalty: 3346.101807
	Iteration 24Q: 3 clusters Score -3808259 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3808295.000000 Penalty: 3346.101807
	Iteration 25Q: 3 clusters Score -3808295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3808308.250000 Penalty: 3346.101807
	Iteration 26Q: 3 clusters Score -3808308 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3808316.000000 Penalty: 3346.101807
	Iteration 27Q: 3 clusters Score -3808316 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3808328.500000 Penalty: 3346.101807
	Iteration 28Q: 3 clusters Score -3808328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3808343.250000 Penalty: 3346.101807
	Iteration 29Q: 3 clusters Score -3808343 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3808361.500000 Penalty: 3346.101807
	Iteration 30Q: 3 clusters Score -3808362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3808363.250000 Penalty: 3346.101807
	Iteration 31Q: 3 clusters Score -3808363 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3808373.250000 Penalty: 3346.101807
	Iteration 32Q: 3 clusters Score -3808373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3808394.000000 Penalty: 3346.101807
	Iteration 33Q: 3 clusters Score -3808394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3808411.500000 Penalty: 3346.101807
	Iteration 34Q: 3 clusters Score -3808412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3808422.250000 Penalty: 3346.101807
	Iteration 35Q: 3 clusters Score -3808422 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3808438.000000 Penalty: 3346.101807
	Iteration 36Q: 3 clusters Score -3808438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3808449.000000 Penalty: 3346.101807
	Iteration 37Q: 3 clusters Score -3808449 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3808457.750000 Penalty: 3346.101807
	Iteration 38Q: 3 clusters Score -3808458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3808482.500000 Penalty: 3346.101807
	Iteration 39Q: 3 clusters Score -3808482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3808493.500000 Penalty: 3346.101807
	Iteration 40F: 3 clusters Score -3808494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3808512.500000 Penalty: 3346.101807
	Iteration 41Q: 3 clusters Score -3808512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3808524.000000 Penalty: 3346.101807
	Iteration 42Q: 3 clusters Score -3808524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3808532.000000 Penalty: 3346.101807
	Iteration 43Q: 3 clusters Score -3808532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3808552.500000 Penalty: 3346.101807
	Iteration 44Q: 3 clusters Score -3808552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3808556.750000 Penalty: 3346.101807
	Iteration 45Q: 3 clusters Score -3808557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3808566.250000 Penalty: 3346.101807
	Iteration 46Q: 3 clusters Score -3808566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3808573.250000 Penalty: 3346.101807
	Iteration 47Q: 3 clusters Score -3808573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3808586.750000 Penalty: 3346.101807
	Iteration 48Q: 3 clusters Score -3808587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3808593.750000 Penalty: 3346.101807
	Iteration 49Q: 3 clusters Score -3808594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3808607.000000 Penalty: 3346.101807
	Iteration 50Q: 3 clusters Score -3808607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3808613.750000 Penalty: 3346.101807
	Iteration 51Q: 3 clusters Score -3808614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3808625.000000 Penalty: 3346.101807
	Iteration 52Q: 3 clusters Score -3808625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3808630.000000 Penalty: 3346.101807
	Iteration 53Q: 3 clusters Score -3808630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3808634.750000 Penalty: 3346.101807
	Iteration 54Q: 3 clusters Score -3808635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3808649.250000 Penalty: 3346.101807
	Iteration 55Q: 3 clusters Score -3808649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3808654.250000 Penalty: 3346.101807
	Iteration 56Q: 3 clusters Score -3808654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3808654.000000 Penalty: 3346.101807
	Iteration 57Q: 3 clusters Score -3808654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3808651.250000 Penalty: 3346.101807
	Iteration 58Q: 3 clusters Score -3808651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3808651.750000 Penalty: 3346.101807
	Iteration 59Q: 3 clusters Score -3808652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3808656.500000 Penalty: 3346.101807
	Iteration 60F: 3 clusters Score -3808656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3808653.500000 Penalty: 3346.101807
	Iteration 61Q: 3 clusters Score -3808654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3808657.000000 Penalty: 3346.101807
	Iteration 62Q: 3 clusters Score -3808657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3808652.500000 Penalty: 3346.101807
	Iteration 63Q: 3 clusters Score -3808652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3808662.250000 Penalty: 3346.101807
	Iteration 64Q: 3 clusters Score -3808662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3808669.000000 Penalty: 3346.101807
	Iteration 65Q: 3 clusters Score -3808669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3808669.000000 Penalty: 3346.101807
	Iteration 66Q: 3 clusters Score -3808669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3808667.750000 Penalty: 3346.101807
	Iteration 67Q: 3 clusters Score -3808668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3808668.500000 Penalty: 3346.101807
	Iteration 68Q: 3 clusters Score -3808668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3808671.750000 Penalty: 3346.101807
	Iteration 69Q: 3 clusters Score -3808672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3808670.250000 Penalty: 3346.101807
	Iteration 70Q: 3 clusters Score -3808670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3808667.750000 Penalty: 3346.101807
	Iteration 71Q: 3 clusters Score -3808668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3808674.250000 Penalty: 3346.101807
	Iteration 72Q: 3 clusters Score -3808674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3808668.250000 Penalty: 3346.101807
	Iteration 73Q: 3 clusters Score -3808668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3808673.500000 Penalty: 3346.101807
	Iteration 74Q: 3 clusters Score -3808674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3808673.250000 Penalty: 3346.101807
	Iteration 75Q: 3 clusters Score -3808673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3808673.250000 Penalty: 3346.101807
	Iteration 76F: 3 clusters Score -3808673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Entering Unmasked Estep 
Score: -2586837.250000 Penalty: 1608.681763
	Iteration 0F: 2 clusters Score -2586837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2573213.500000 Penalty: 3217.363525
	Iteration 0F: 3 clusters Score -2573214 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2578082.250000 Penalty: 3217.363525
	Iteration 1F: 3 clusters Score -2578082 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2578390.000000 Penalty: 3217.363525
	Iteration 2Q: 3 clusters Score -2578390 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2578689.250000 Penalty: 3217.363525
	Iteration 3Q: 3 clusters Score -2578689 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2578975.250000 Penalty: 3217.363525
	Iteration 4Q: 3 clusters Score -2578975 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2579304.750000 Penalty: 3217.363525
	Iteration 5Q: 3 clusters Score -2579305 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2579745.250000 Penalty: 3217.363525
	Iteration 6Q: 3 clusters Score -2579745 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2580376.000000 Penalty: 3217.363525
	Iteration 7F: 3 clusters Score -2580376 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2581213.250000 Penalty: 3217.363525
	Iteration 8F: 3 clusters Score -2581213 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2582232.000000 Penalty: 3217.363525
	Iteration 9F: 3 clusters Score -2582232 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2583190.000000 Penalty: 3217.363525
	Iteration 10F: 3 clusters Score -2583190 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2584018.500000 Penalty: 3217.363525
	Iteration 11Q: 3 clusters Score -2584018 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2584609.250000 Penalty: 3217.363525
	Iteration 12Q: 3 clusters Score -2584609 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2584951.750000 Penalty: 3217.363525
	Iteration 13Q: 3 clusters Score -2584952 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2585146.500000 Penalty: 3217.363525
	Iteration 14Q: 3 clusters Score -2585146 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2585247.750000 Penalty: 3217.363525
	Iteration 15Q: 3 clusters Score -2585248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2585322.250000 Penalty: 3217.363525
	Iteration 16Q: 3 clusters Score -2585322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2585373.250000 Penalty: 3217.363525
	Iteration 17Q: 3 clusters Score -2585373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2585400.750000 Penalty: 3217.363525
	Iteration 18Q: 3 clusters Score -2585401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2585414.000000 Penalty: 3217.363525
	Iteration 19Q: 3 clusters Score -2585414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2585434.750000 Penalty: 3217.363525
	Iteration 20F: 3 clusters Score -2585435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2585442.000000 Penalty: 3217.363525
	Iteration 21Q: 3 clusters Score -2585442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2585449.500000 Penalty: 3217.363525
	Iteration 22Q: 3 clusters Score -2585450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2585449.500000 Penalty: 3217.363525
	Iteration 23F: 3 clusters Score -2585450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -269296.312500 Penalty: 1250.412842
	Iteration 0F: 2 clusters Score -269296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -267059.531250 Penalty: 2500.825684
	Iteration 0F: 3 clusters Score -267059.5 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -267509.875000 Penalty: 2500.825684
	Iteration 1F: 3 clusters Score -267509.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -267616.843750 Penalty: 2500.825684
	Iteration 2F: 3 clusters Score -267616.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -267737.281250 Penalty: 2500.825684
	Iteration 3Q: 3 clusters Score -267737.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -267839.062500 Penalty: 2500.825684
	Iteration 4Q: 3 clusters Score -267839.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -267929.750000 Penalty: 2500.825684
	Iteration 5Q: 3 clusters Score -267929.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -268011.437500 Penalty: 2500.825684
	Iteration 6Q: 3 clusters Score -268011.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -268080.906250 Penalty: 2500.825684
	Iteration 7Q: 3 clusters Score -268080.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -268164.000000 Penalty: 2500.825684
	Iteration 8Q: 3 clusters Score -268164 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -268248.062500 Penalty: 2500.825684
	Iteration 9Q: 3 clusters Score -268248.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -268321.843750 Penalty: 2500.825684
	Iteration 10Q: 3 clusters Score -268321.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -268378.750000 Penalty: 2500.825684
	Iteration 11Q: 3 clusters Score -268378.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -268438.593750 Penalty: 2500.825684
	Iteration 12Q: 3 clusters Score -268438.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -268485.562500 Penalty: 2500.825684
	Iteration 13Q: 3 clusters Score -268485.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -268515.031250 Penalty: 2500.825684
	Iteration 14Q: 3 clusters Score -268515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -268535.625000 Penalty: 2500.825684
	Iteration 15Q: 3 clusters Score -268535.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -268548.062500 Penalty: 2500.825684
	Iteration 16Q: 3 clusters Score -268548.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -268558.156250 Penalty: 2500.825684
	Iteration 17Q: 3 clusters Score -268558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -268564.656250 Penalty: 2500.825684
	Iteration 18Q: 3 clusters Score -268564.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -268573.562500 Penalty: 2500.825684
	Iteration 19Q: 3 clusters Score -268573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -268581.250000 Penalty: 2500.825684
	Iteration 20F: 3 clusters Score -268581.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -268589.156250 Penalty: 2500.825684
	Iteration 21Q: 3 clusters Score -268589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -268593.937500 Penalty: 2500.825684
	Iteration 22Q: 3 clusters Score -268593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -268597.218750 Penalty: 2500.825684
	Iteration 23Q: 3 clusters Score -268597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -268599.687500 Penalty: 2500.825684
	Iteration 24Q: 3 clusters Score -268599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -268600.187500 Penalty: 2500.825684
	Iteration 25Q: 3 clusters Score -268600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -268600.875000 Penalty: 2500.825684
	Iteration 26Q: 3 clusters Score -268600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -268600.875000 Penalty: 2500.825684
	Iteration 27F: 3 clusters Score -268600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Entering Unmasked Estep 
Score: -2821400.750000 Penalty: 1623.663208
	Iteration 0F: 2 clusters Score -2821401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2806597.500000 Penalty: 3247.326416
	Iteration 0F: 3 clusters Score -2806598 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2812032.750000 Penalty: 3247.326416
	Iteration 1F: 3 clusters Score -2812033 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2812356.750000 Penalty: 3247.326416
	Iteration 2Q: 3 clusters Score -2812357 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2812633.750000 Penalty: 3247.326416
	Iteration 3Q: 3 clusters Score -2812634 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2812870.750000 Penalty: 3247.326416
	Iteration 4Q: 3 clusters Score -2812871 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2813126.750000 Penalty: 3247.326416
	Iteration 5Q: 3 clusters Score -2813127 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2813428.250000 Penalty: 3247.326416
	Iteration 6Q: 3 clusters Score -2813428 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2813790.000000 Penalty: 3247.326416
	Iteration 7Q: 3 clusters Score -2813790 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2814295.250000 Penalty: 3247.326416
	Iteration 8Q: 3 clusters Score -2814295 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2814958.500000 Penalty: 3247.326416
	Iteration 9Q: 3 clusters Score -2814958 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2815702.250000 Penalty: 3247.326416
	Iteration 10Q: 3 clusters Score -2815702 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2816539.500000 Penalty: 3247.326416
	Iteration 11Q: 3 clusters Score -2816540 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2817283.000000 Penalty: 3247.326416
	Iteration 12Q: 3 clusters Score -2817283 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2817901.500000 Penalty: 3247.326416
	Iteration 13Q: 3 clusters Score -2817902 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2818352.500000 Penalty: 3247.326416
	Iteration 14Q: 3 clusters Score -2818352 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2818697.000000 Penalty: 3247.326416
	Iteration 15Q: 3 clusters Score -2818697 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2819004.000000 Penalty: 3247.326416
	Iteration 16Q: 3 clusters Score -2819004 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2819227.250000 Penalty: 3247.326416
	Iteration 17Q: 3 clusters Score -2819227 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2819398.250000 Penalty: 3247.326416
	Iteration 18Q: 3 clusters Score -2819398 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2819536.500000 Penalty: 3247.326416
	Iteration 19Q: 3 clusters Score -2819536 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2819647.250000 Penalty: 3247.326416
	Iteration 20F: 3 clusters Score -2819647 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2819732.500000 Penalty: 3247.326416
	Iteration 21Q: 3 clusters Score -2819732 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2819791.750000 Penalty: 3247.326416
	Iteration 22Q: 3 clusters Score -2819792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2819838.000000 Penalty: 3247.326416
	Iteration 23Q: 3 clusters Score -2819838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2819871.250000 Penalty: 3247.326416
	Iteration 24Q: 3 clusters Score -2819871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2819905.000000 Penalty: 3247.326416
	Iteration 25Q: 3 clusters Score -2819905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2819928.750000 Penalty: 3247.326416
	Iteration 26Q: 3 clusters Score -2819929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2819946.500000 Penalty: 3247.326416
	Iteration 27Q: 3 clusters Score -2819946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2819955.000000 Penalty: 3247.326416
	Iteration 28Q: 3 clusters Score -2819955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2819964.500000 Penalty: 3247.326416
	Iteration 29Q: 3 clusters Score -2819964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2819966.500000 Penalty: 3247.326416
	Iteration 30Q: 3 clusters Score -2819966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2819969.000000 Penalty: 3247.326416
	Iteration 31Q: 3 clusters Score -2819969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2819976.000000 Penalty: 3247.326416
	Iteration 32Q: 3 clusters Score -2819976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2819978.250000 Penalty: 3247.326416
	Iteration 33Q: 3 clusters Score -2819978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2819987.000000 Penalty: 3247.326416
	Iteration 34Q: 3 clusters Score -2819987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2819989.250000 Penalty: 3247.326416
	Iteration 35Q: 3 clusters Score -2819989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2819994.500000 Penalty: 3247.326416
	Iteration 36Q: 3 clusters Score -2819994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2819993.500000 Penalty: 3247.326416
	Iteration 37Q: 3 clusters Score -2819994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2819998.250000 Penalty: 3247.326416
	Iteration 38Q: 3 clusters Score -2819998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2820001.250000 Penalty: 3247.326416
	Iteration 39Q: 3 clusters Score -2820001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2820000.000000 Penalty: 3247.326416
	Iteration 40F: 3 clusters Score -2820000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2820004.000000 Penalty: 3247.326416
	Iteration 41Q: 3 clusters Score -2820004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2820006.000000 Penalty: 3247.326416
	Iteration 42Q: 3 clusters Score -2820006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2820009.250000 Penalty: 3247.326416
	Iteration 43Q: 3 clusters Score -2820009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2820014.000000 Penalty: 3247.326416
	Iteration 44Q: 3 clusters Score -2820014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2820017.750000 Penalty: 3247.326416
	Iteration 45Q: 3 clusters Score -2820018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2820024.750000 Penalty: 3247.326416
	Iteration 46Q: 3 clusters Score -2820025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2820027.500000 Penalty: 3247.326416
	Iteration 47Q: 3 clusters Score -2820028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2820029.000000 Penalty: 3247.326416
	Iteration 48Q: 3 clusters Score -2820029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2820029.000000 Penalty: 3247.326416
	Iteration 49F: 3 clusters Score -2820029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -235493.203125 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -235493.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -233501.968750 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -233502 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -233862.062500 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -233862.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -233927.328125 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -233927.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -233979.609375 Penalty: 2441.955566
	Iteration 3Q: 3 clusters Score -233979.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -234010.484375 Penalty: 2441.955566
	Iteration 4Q: 3 clusters Score -234010.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -234030.875000 Penalty: 2441.955566
	Iteration 5Q: 3 clusters Score -234030.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234051.906250 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -234051.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -234067.515625 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -234067.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -234077.828125 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -234077.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -234088.265625 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -234088.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -234093.687500 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -234093.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -234097.234375 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -234097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -234104.203125 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -234104.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -234111.968750 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -234112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234116.703125 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -234116.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -234122.578125 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -234122.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234129.828125 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -234129.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234139.375000 Penalty: 2441.955566
	Iteration 17Q: 3 clusters Score -234139.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234147.500000 Penalty: 2441.955566
	Iteration 18Q: 3 clusters Score -234147.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234150.296875 Penalty: 2441.955566
	Iteration 19Q: 3 clusters Score -234150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -234152.015625 Penalty: 2441.955566
	Iteration 20F: 3 clusters Score -234152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -234154.921875 Penalty: 2441.955566
	Iteration 21Q: 3 clusters Score -234154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234155.343750 Penalty: 2441.955566
	Iteration 22Q: 3 clusters Score -234155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234156.218750 Penalty: 2441.955566
	Iteration 23Q: 3 clusters Score -234156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -234157.625000 Penalty: 2441.955566
	Iteration 24Q: 3 clusters Score -234157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -234160.859375 Penalty: 2441.955566
	Iteration 25Q: 3 clusters Score -234160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -234163.500000 Penalty: 2441.955566
	Iteration 26Q: 3 clusters Score -234163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234166.312500 Penalty: 2441.955566
	Iteration 27Q: 3 clusters Score -234166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234169.203125 Penalty: 2441.955566
	Iteration 28Q: 3 clusters Score -234169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234170.703125 Penalty: 2441.955566
	Iteration 29Q: 3 clusters Score -234170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234171.031250 Penalty: 2441.955566
	Iteration 30Q: 3 clusters Score -234171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234171.031250 Penalty: 2441.955566
	Iteration 31Q: 3 clusters Score -234171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234171.031250 Penalty: 2441.955566
	Iteration 32F: 3 clusters Score -234171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -565930.312500 Penalty: 1363.492310
	Iteration 0F: 2 clusters Score -565930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -562300.187500 Penalty: 2726.984619
	Iteration 0F: 3 clusters Score -562300.2 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -563240.125000 Penalty: 2726.984619
	Iteration 1F: 3 clusters Score -563240.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -563391.062500 Penalty: 2726.984619
	Iteration 2F: 3 clusters Score -563391.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -563477.125000 Penalty: 2726.984619
	Iteration 3Q: 3 clusters Score -563477.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -563554.500000 Penalty: 2726.984619
	Iteration 4Q: 3 clusters Score -563554.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -563627.062500 Penalty: 2726.984619
	Iteration 5Q: 3 clusters Score -563627.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -563705.250000 Penalty: 2726.984619
	Iteration 6Q: 3 clusters Score -563705.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -563787.312500 Penalty: 2726.984619
	Iteration 7Q: 3 clusters Score -563787.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -563872.750000 Penalty: 2726.984619
	Iteration 8Q: 3 clusters Score -563872.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -563975.812500 Penalty: 2726.984619
	Iteration 9Q: 3 clusters Score -563975.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -564078.937500 Penalty: 2726.984619
	Iteration 10Q: 3 clusters Score -564078.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -564207.875000 Penalty: 2726.984619
	Iteration 11Q: 3 clusters Score -564207.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -564339.937500 Penalty: 2726.984619
	Iteration 12Q: 3 clusters Score -564339.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -564433.937500 Penalty: 2726.984619
	Iteration 13Q: 3 clusters Score -564433.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -564512.000000 Penalty: 2726.984619
	Iteration 14Q: 3 clusters Score -564512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -564579.687500 Penalty: 2726.984619
	Iteration 15Q: 3 clusters Score -564579.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -564632.562500 Penalty: 2726.984619
	Iteration 16Q: 3 clusters Score -564632.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -564658.812500 Penalty: 2726.984619
	Iteration 17Q: 3 clusters Score -564658.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -564679.312500 Penalty: 2726.984619
	Iteration 18Q: 3 clusters Score -564679.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -564693.937500 Penalty: 2726.984619
	Iteration 19Q: 3 clusters Score -564693.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -564704.125000 Penalty: 2726.984619
	Iteration 20F: 3 clusters Score -564704.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -564711.875000 Penalty: 2726.984619
	Iteration 21Q: 3 clusters Score -564711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -564718.562500 Penalty: 2726.984619
	Iteration 22Q: 3 clusters Score -564718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -564720.187500 Penalty: 2726.984619
	Iteration 23Q: 3 clusters Score -564720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -564720.187500 Penalty: 2726.984619
	Iteration 24F: 3 clusters Score -564720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Entering Unmasked Estep 
Score: -2224421.750000 Penalty: 1589.730469
	Iteration 0F: 2 clusters Score -2224422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2212279.000000 Penalty: 3179.460938
	Iteration 0F: 3 clusters Score -2212279 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2216524.000000 Penalty: 3179.460938
	Iteration 1F: 3 clusters Score -2216524 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2216771.500000 Penalty: 3179.460938
	Iteration 2Q: 3 clusters Score -2216772 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2217012.750000 Penalty: 3179.460938
	Iteration 3Q: 3 clusters Score -2217013 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2217211.500000 Penalty: 3179.460938
	Iteration 4Q: 3 clusters Score -2217212 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2217398.000000 Penalty: 3179.460938
	Iteration 5Q: 3 clusters Score -2217398 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2217558.000000 Penalty: 3179.460938
	Iteration 6Q: 3 clusters Score -2217558 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2217704.000000 Penalty: 3179.460938
	Iteration 7Q: 3 clusters Score -2217704 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2217839.500000 Penalty: 3179.460938
	Iteration 8Q: 3 clusters Score -2217840 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2217990.250000 Penalty: 3179.460938
	Iteration 9Q: 3 clusters Score -2217990 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2218140.250000 Penalty: 3179.460938
	Iteration 10Q: 3 clusters Score -2218140 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2218331.250000 Penalty: 3179.460938
	Iteration 11Q: 3 clusters Score -2218331 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2218547.000000 Penalty: 3179.460938
	Iteration 12Q: 3 clusters Score -2218547 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2218806.750000 Penalty: 3179.460938
	Iteration 13Q: 3 clusters Score -2218807 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2219105.750000 Penalty: 3179.460938
	Iteration 14Q: 3 clusters Score -2219106 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2219403.500000 Penalty: 3179.460938
	Iteration 15Q: 3 clusters Score -2219404 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2219728.500000 Penalty: 3179.460938
	Iteration 16Q: 3 clusters Score -2219728 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2220130.000000 Penalty: 3179.460938
	Iteration 17Q: 3 clusters Score -2220130 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2220664.500000 Penalty: 3179.460938
	Iteration 18Q: 3 clusters Score -2220664 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2221287.250000 Penalty: 3179.460938
	Iteration 19Q: 3 clusters Score -2221287 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2221975.750000 Penalty: 3179.460938
	Iteration 20F: 3 clusters Score -2221976 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2222482.750000 Penalty: 3179.460938
	Iteration 21Q: 3 clusters Score -2222483 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2222782.250000 Penalty: 3179.460938
	Iteration 22Q: 3 clusters Score -2222782 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2222950.000000 Penalty: 3179.460938
	Iteration 23Q: 3 clusters Score -2222950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2223038.500000 Penalty: 3179.460938
	Iteration 24Q: 3 clusters Score -2223038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2223085.250000 Penalty: 3179.460938
	Iteration 25Q: 3 clusters Score -2223085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2223104.750000 Penalty: 3179.460938
	Iteration 26Q: 3 clusters Score -2223105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2223117.500000 Penalty: 3179.460938
	Iteration 27Q: 3 clusters Score -2223118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2223130.000000 Penalty: 3179.460938
	Iteration 28Q: 3 clusters Score -2223130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2223130.000000 Penalty: 3179.460938
	Iteration 29Q: 3 clusters Score -2223130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2223133.750000 Penalty: 3179.460938
	Iteration 30Q: 3 clusters Score -2223134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2223131.750000 Penalty: 3179.460938
	Iteration 31Q: 3 clusters Score -2223132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2223133.500000 Penalty: 3179.460938
	Iteration 32Q: 3 clusters Score -2223134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2223133.500000 Penalty: 3179.460938
	Iteration 33F: 3 clusters Score -2223134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Entering Unmasked Estep 
Score: -425750.843750 Penalty: 1322.801392
	Iteration 0F: 2 clusters Score -425750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -422761.812500 Penalty: 2645.602783
	Iteration 0F: 3 clusters Score -422761.8 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -423552.187500 Penalty: 2645.602783
	Iteration 1F: 3 clusters Score -423552.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -423666.500000 Penalty: 2645.602783
	Iteration 2F: 3 clusters Score -423666.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -423737.031250 Penalty: 2645.602783
	Iteration 3Q: 3 clusters Score -423737 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -423799.312500 Penalty: 2645.602783
	Iteration 4Q: 3 clusters Score -423799.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -423858.718750 Penalty: 2645.602783
	Iteration 5Q: 3 clusters Score -423858.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -423921.656250 Penalty: 2645.602783
	Iteration 6Q: 3 clusters Score -423921.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -423980.218750 Penalty: 2645.602783
	Iteration 7Q: 3 clusters Score -423980.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -424033.031250 Penalty: 2645.602783
	Iteration 8Q: 3 clusters Score -424033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -424072.687500 Penalty: 2645.602783
	Iteration 9Q: 3 clusters Score -424072.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -424108.625000 Penalty: 2645.602783
	Iteration 10Q: 3 clusters Score -424108.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -424145.656250 Penalty: 2645.602783
	Iteration 11Q: 3 clusters Score -424145.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -424176.843750 Penalty: 2645.602783
	Iteration 12Q: 3 clusters Score -424176.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -424208.406250 Penalty: 2645.602783
	Iteration 13Q: 3 clusters Score -424208.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -424239.812500 Penalty: 2645.602783
	Iteration 14Q: 3 clusters Score -424239.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -424267.781250 Penalty: 2645.602783
	Iteration 15Q: 3 clusters Score -424267.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -424292.656250 Penalty: 2645.602783
	Iteration 16Q: 3 clusters Score -424292.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -424312.156250 Penalty: 2645.602783
	Iteration 17Q: 3 clusters Score -424312.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -424333.531250 Penalty: 2645.602783
	Iteration 18Q: 3 clusters Score -424333.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -424353.375000 Penalty: 2645.602783
	Iteration 19Q: 3 clusters Score -424353.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -424367.156250 Penalty: 2645.602783
	Iteration 20F: 3 clusters Score -424367.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -424383.812500 Penalty: 2645.602783
	Iteration 21Q: 3 clusters Score -424383.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -424408.000000 Penalty: 2645.602783
	Iteration 22Q: 3 clusters Score -424408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -424430.500000 Penalty: 2645.602783
	Iteration 23Q: 3 clusters Score -424430.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -424450.562500 Penalty: 2645.602783
	Iteration 24Q: 3 clusters Score -424450.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -424463.781250 Penalty: 2645.602783
	Iteration 25Q: 3 clusters Score -424463.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -424472.718750 Penalty: 2645.602783
	Iteration 26Q: 3 clusters Score -424472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -424482.406250 Penalty: 2645.602783
	Iteration 27Q: 3 clusters Score -424482.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -424497.031250 Penalty: 2645.602783
	Iteration 28Q: 3 clusters Score -424497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -424513.656250 Penalty: 2645.602783
	Iteration 29Q: 3 clusters Score -424513.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -424531.031250 Penalty: 2645.602783
	Iteration 30Q: 3 clusters Score -424531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -424549.968750 Penalty: 2645.602783
	Iteration 31Q: 3 clusters Score -424550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -424566.250000 Penalty: 2645.602783
	Iteration 32Q: 3 clusters Score -424566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -424570.781250 Penalty: 2645.602783
	Iteration 33Q: 3 clusters Score -424570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -424575.812500 Penalty: 2645.602783
	Iteration 34Q: 3 clusters Score -424575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -424580.531250 Penalty: 2645.602783
	Iteration 35Q: 3 clusters Score -424580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -424586.562500 Penalty: 2645.602783
	Iteration 36Q: 3 clusters Score -424586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -424590.562500 Penalty: 2645.602783
	Iteration 37Q: 3 clusters Score -424590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -424591.750000 Penalty: 2645.602783
	Iteration 38Q: 3 clusters Score -424591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -424593.031250 Penalty: 2645.602783
	Iteration 39Q: 3 clusters Score -424593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -424593.781250 Penalty: 2645.602783
	Iteration 40F: 3 clusters Score -424593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -424594.156250 Penalty: 2645.602783
	Iteration 41Q: 3 clusters Score -424594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -424594.312500 Penalty: 2645.602783
	Iteration 42Q: 3 clusters Score -424594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -424594.781250 Penalty: 2645.602783
	Iteration 43Q: 3 clusters Score -424594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -424596.250000 Penalty: 2645.602783
	Iteration 44Q: 3 clusters Score -424596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -424597.531250 Penalty: 2645.602783
	Iteration 45Q: 3 clusters Score -424597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -424600.000000 Penalty: 2645.602783
	Iteration 46Q: 3 clusters Score -424600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -424601.031250 Penalty: 2645.602783
	Iteration 47Q: 3 clusters Score -424601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -424601.312500 Penalty: 2645.602783
	Iteration 48Q: 3 clusters Score -424601.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -424601.312500 Penalty: 2645.602783
	Iteration 49F: 3 clusters Score -424601.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Entering Unmasked Estep 
Score: -4009793.000000 Penalty: 1683.189941
	Iteration 0F: 2 clusters Score -4009793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3988771.250000 Penalty: 3366.379883
	Iteration 0F: 3 clusters Score -3988771 nChanged 14494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3996569.500000 Penalty: 3366.379883
	Iteration 1F: 3 clusters Score -3996570 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3997016.500000 Penalty: 3366.379883
	Iteration 2Q: 3 clusters Score -3997016 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3997555.250000 Penalty: 3366.379883
	Iteration 3Q: 3 clusters Score -3997555 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3998241.750000 Penalty: 3366.379883
	Iteration 4Q: 3 clusters Score -3998242 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3999006.500000 Penalty: 3366.379883
	Iteration 5Q: 3 clusters Score -3999006 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3999922.750000 Penalty: 3366.379883
	Iteration 6F: 3 clusters Score -3999923 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4001043.000000 Penalty: 3366.379883
	Iteration 7F: 3 clusters Score -4001043 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4002238.250000 Penalty: 3366.379883
	Iteration 8F: 3 clusters Score -4002238 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4003271.000000 Penalty: 3366.379883
	Iteration 9F: 3 clusters Score -4003271 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4003974.500000 Penalty: 3366.379883
	Iteration 10Q: 3 clusters Score -4003974 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4004293.500000 Penalty: 3366.379883
	Iteration 11Q: 3 clusters Score -4004294 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4004434.750000 Penalty: 3366.379883
	Iteration 12Q: 3 clusters Score -4004435 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4004531.750000 Penalty: 3366.379883
	Iteration 13Q: 3 clusters Score -4004532 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4004580.000000 Penalty: 3366.379883
	Iteration 14Q: 3 clusters Score -4004580 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4004611.750000 Penalty: 3366.379883
	Iteration 15Q: 3 clusters Score -4004612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4004662.750000 Penalty: 3366.379883
	Iteration 16Q: 3 clusters Score -4004663 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4004718.500000 Penalty: 3366.379883
	Iteration 17Q: 3 clusters Score -4004718 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4004771.000000 Penalty: 3366.379883
	Iteration 18Q: 3 clusters Score -4004771 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -4004800.250000 Penalty: 3366.379883
	Iteration 19Q: 3 clusters Score -4004800 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -4004858.500000 Penalty: 3366.379883
	Iteration 20F: 3 clusters Score -4004858 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -4004918.500000 Penalty: 3366.379883
	Iteration 21Q: 3 clusters Score -4004918 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4004943.500000 Penalty: 3366.379883
	Iteration 22Q: 3 clusters Score -4004944 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4004989.500000 Penalty: 3366.379883
	Iteration 23Q: 3 clusters Score -4004990 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4005022.750000 Penalty: 3366.379883
	Iteration 24Q: 3 clusters Score -4005023 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4005076.000000 Penalty: 3366.379883
	Iteration 25Q: 3 clusters Score -4005076 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4005135.750000 Penalty: 3366.379883
	Iteration 26Q: 3 clusters Score -4005136 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -4005224.000000 Penalty: 3366.379883
	Iteration 27Q: 3 clusters Score -4005224 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -4005248.750000 Penalty: 3366.379883
	Iteration 28Q: 3 clusters Score -4005249 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -4005307.750000 Penalty: 3366.379883
	Iteration 29Q: 3 clusters Score -4005308 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -4005387.500000 Penalty: 3366.379883
	Iteration 30Q: 3 clusters Score -4005388 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4005451.250000 Penalty: 3366.379883
	Iteration 31Q: 3 clusters Score -4005451 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4005531.000000 Penalty: 3366.379883
	Iteration 32Q: 3 clusters Score -4005531 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -4005629.750000 Penalty: 3366.379883
	Iteration 33Q: 3 clusters Score -4005630 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4005727.500000 Penalty: 3366.379883
	Iteration 34Q: 3 clusters Score -4005728 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -4005832.750000 Penalty: 3366.379883
	Iteration 35Q: 3 clusters Score -4005833 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -4005931.000000 Penalty: 3366.379883
	Iteration 36Q: 3 clusters Score -4005931 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -4006034.500000 Penalty: 3366.379883
	Iteration 37Q: 3 clusters Score -4006034 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4006182.500000 Penalty: 3366.379883
	Iteration 38Q: 3 clusters Score -4006182 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -4006347.000000 Penalty: 3366.379883
	Iteration 39Q: 3 clusters Score -4006347 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4006492.000000 Penalty: 3366.379883
	Iteration 40F: 3 clusters Score -4006492 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -4006609.500000 Penalty: 3366.379883
	Iteration 41Q: 3 clusters Score -4006610 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4006750.500000 Penalty: 3366.379883
	Iteration 42Q: 3 clusters Score -4006750 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4006876.500000 Penalty: 3366.379883
	Iteration 43Q: 3 clusters Score -4006876 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -4006987.250000 Penalty: 3366.379883
	Iteration 44Q: 3 clusters Score -4006987 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4007119.750000 Penalty: 3366.379883
	Iteration 45Q: 3 clusters Score -4007120 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -4007264.500000 Penalty: 3366.379883
	Iteration 46Q: 3 clusters Score -4007264 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -4007387.750000 Penalty: 3366.379883
	Iteration 47Q: 3 clusters Score -4007388 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -4007495.500000 Penalty: 3366.379883
	Iteration 48Q: 3 clusters Score -4007496 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4007574.000000 Penalty: 3366.379883
	Iteration 49Q: 3 clusters Score -4007574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -4007670.500000 Penalty: 3366.379883
	Iteration 50Q: 3 clusters Score -4007670 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4007773.750000 Penalty: 3366.379883
	Iteration 51Q: 3 clusters Score -4007774 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -4007852.500000 Penalty: 3366.379883
	Iteration 52Q: 3 clusters Score -4007852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -4007907.000000 Penalty: 3366.379883
	Iteration 53Q: 3 clusters Score -4007907 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -4007971.750000 Penalty: 3366.379883
	Iteration 54Q: 3 clusters Score -4007972 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4008049.250000 Penalty: 3366.379883
	Iteration 55Q: 3 clusters Score -4008049 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4008115.750000 Penalty: 3366.379883
	Iteration 56Q: 3 clusters Score -4008116 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -4008153.500000 Penalty: 3366.379883
	Iteration 57Q: 3 clusters Score -4008154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4008172.000000 Penalty: 3366.379883
	Iteration 58Q: 3 clusters Score -4008172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4008200.750000 Penalty: 3366.379883
	Iteration 59Q: 3 clusters Score -4008201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -4008224.750000 Penalty: 3366.379883
	Iteration 60F: 3 clusters Score -4008225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4008241.500000 Penalty: 3366.379883
	Iteration 61Q: 3 clusters Score -4008242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4008263.000000 Penalty: 3366.379883
	Iteration 62Q: 3 clusters Score -4008263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4008279.000000 Penalty: 3366.379883
	Iteration 63Q: 3 clusters Score -4008279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4008288.500000 Penalty: 3366.379883
	Iteration 64Q: 3 clusters Score -4008288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -4008296.000000 Penalty: 3366.379883
	Iteration 65Q: 3 clusters Score -4008296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4008300.250000 Penalty: 3366.379883
	Iteration 66Q: 3 clusters Score -4008300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4008305.250000 Penalty: 3366.379883
	Iteration 67Q: 3 clusters Score -4008305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4008305.750000 Penalty: 3366.379883
	Iteration 68Q: 3 clusters Score -4008306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -4008309.000000 Penalty: 3366.379883
	Iteration 69Q: 3 clusters Score -4008309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4008316.500000 Penalty: 3366.379883
	Iteration 70Q: 3 clusters Score -4008316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -4008320.000000 Penalty: 3366.379883
	Iteration 71Q: 3 clusters Score -4008320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -4008328.250000 Penalty: 3366.379883
	Iteration 72Q: 3 clusters Score -4008328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -4008325.750000 Penalty: 3366.379883
	Iteration 73Q: 3 clusters Score -4008326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -4008335.750000 Penalty: 3366.379883
	Iteration 74Q: 3 clusters Score -4008336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4008344.250000 Penalty: 3366.379883
	Iteration 75Q: 3 clusters Score -4008344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4008348.000000 Penalty: 3366.379883
	Iteration 76Q: 3 clusters Score -4008348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4008350.250000 Penalty: 3366.379883
	Iteration 77Q: 3 clusters Score -4008350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4008346.250000 Penalty: 3366.379883
	Iteration 78Q: 3 clusters Score -4008346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4008348.500000 Penalty: 3366.379883
	Iteration 79Q: 3 clusters Score -4008348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4008349.250000 Penalty: 3366.379883
	Iteration 80F: 3 clusters Score -4008349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4008347.750000 Penalty: 3366.379883
	Iteration 81Q: 3 clusters Score -4008348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4008355.500000 Penalty: 3366.379883
	Iteration 82Q: 3 clusters Score -4008356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4008354.250000 Penalty: 3366.379883
	Iteration 83Q: 3 clusters Score -4008354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4008355.000000 Penalty: 3366.379883
	Iteration 84Q: 3 clusters Score -4008355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4008353.000000 Penalty: 3366.379883
	Iteration 85Q: 3 clusters Score -4008353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4008360.750000 Penalty: 3366.379883
	Iteration 86Q: 3 clusters Score -4008361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4008363.500000 Penalty: 3366.379883
	Iteration 87Q: 3 clusters Score -4008364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4008362.500000 Penalty: 3366.379883
	Iteration 88Q: 3 clusters Score -4008362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4008365.500000 Penalty: 3366.379883
	Iteration 89Q: 3 clusters Score -4008366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4008370.500000 Penalty: 3366.379883
	Iteration 90Q: 3 clusters Score -4008370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4008371.750000 Penalty: 3366.379883
	Iteration 91Q: 3 clusters Score -4008372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4008378.000000 Penalty: 3366.379883
	Iteration 92Q: 3 clusters Score -4008378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4008378.500000 Penalty: 3366.379883
	Iteration 93Q: 3 clusters Score -4008378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4008380.250000 Penalty: 3366.379883
	Iteration 94Q: 3 clusters Score -4008380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4008381.000000 Penalty: 3366.379883
	Iteration 95Q: 3 clusters Score -4008381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4008383.000000 Penalty: 3366.379883
	Iteration 96Q: 3 clusters Score -4008383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4008383.000000 Penalty: 3366.379883
	Iteration 97F: 3 clusters Score -4008383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98978 members 
Mstep: Class 5 contains 105864 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125693 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 112528 members 
Mstep: Class 10 contains 29605 members 
Mstep: Class 11 contains 19922 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21846 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797488.000000 Penalty: 38813.050781
Iteration 279Q: 19 clusters Score -7.279749e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98971 members 
Mstep: Class 5 contains 105861 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125675 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 112535 members 
Mstep: Class 10 contains 29676 members 
Mstep: Class 11 contains 19871 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21851 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797456.000000 Penalty: 38813.050781
Iteration 280F: 19 clusters Score -7.279746e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 98962 members 
Mstep: Class 5 contains 105860 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125674 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 112521 members 
Mstep: Class 10 contains 29739 members 
Mstep: Class 11 contains 19824 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21855 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797456.000000 Penalty: 38813.050781
Iteration 281Q: 19 clusters Score -7.279746e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98953 members 
Mstep: Class 5 contains 105859 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125665 members 
Mstep: Class 8 contains 1377 members 
Mstep: Class 9 contains 112528 members 
Mstep: Class 10 contains 29790 members 
Mstep: Class 11 contains 19779 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21860 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797400.000000 Penalty: 38813.050781
Iteration 282Q: 19 clusters Score -7.27974e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98942 members 
Mstep: Class 5 contains 105862 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125637 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112544 members 
Mstep: Class 10 contains 29842 members 
Mstep: Class 11 contains 19738 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21870 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797296.000000 Penalty: 38813.050781
Iteration 283Q: 19 clusters Score -7.27973e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98941 members 
Mstep: Class 5 contains 105866 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125624 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112555 members 
Mstep: Class 10 contains 29899 members 
Mstep: Class 11 contains 19669 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21879 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797304.000000 Penalty: 38813.050781
Iteration 284Q: 19 clusters Score -7.27973e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98946 members 
Mstep: Class 5 contains 105862 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125647 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112544 members 
Mstep: Class 10 contains 29952 members 
Mstep: Class 11 contains 19595 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21886 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797280.000000 Penalty: 38813.050781
Iteration 285Q: 19 clusters Score -7.279728e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98955 members 
Mstep: Class 5 contains 105861 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125649 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112549 members 
Mstep: Class 10 contains 30010 members 
Mstep: Class 11 contains 19518 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21889 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797304.000000 Penalty: 38813.050781
Iteration 286Q: 19 clusters Score -7.27973e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98959 members 
Mstep: Class 5 contains 105862 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125644 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112554 members 
Mstep: Class 10 contains 30069 members 
Mstep: Class 11 contains 19446 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21896 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 17719 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797376.000000 Penalty: 38813.050781
Iteration 287Q: 19 clusters Score -7.279738e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98969 members 
Mstep: Class 5 contains 105860 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125619 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112570 members 
Mstep: Class 10 contains 30140 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21904 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797488.000000 Penalty: 38813.050781
Iteration 288Q: 19 clusters Score -7.279749e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98980 members 
Mstep: Class 5 contains 105856 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125573 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112584 members 
Mstep: Class 10 contains 30209 members 
Mstep: Class 11 contains 19312 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21918 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797584.000000 Penalty: 38813.050781
Iteration 289Q: 19 clusters Score -7.279758e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98986 members 
Mstep: Class 5 contains 105854 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125537 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112594 members 
Mstep: Class 10 contains 30277 members 
Mstep: Class 11 contains 19260 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21928 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797528.000000 Penalty: 38813.050781
Iteration 290Q: 19 clusters Score -7.279753e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 98993 members 
Mstep: Class 5 contains 105850 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125525 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112590 members 
Mstep: Class 10 contains 30353 members 
Mstep: Class 11 contains 19198 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21935 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797592.000000 Penalty: 38813.050781
Iteration 291Q: 19 clusters Score -7.279759e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 99009 members 
Mstep: Class 5 contains 105847 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 125487 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112572 members 
Mstep: Class 10 contains 30442 members 
Mstep: Class 11 contains 19153 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 21937 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797592.000000 Penalty: 38813.050781
Iteration 292Q: 19 clusters Score -7.279759e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 99014 members 
Mstep: Class 5 contains 105846 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 125435 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112549 members 
Mstep: Class 10 contains 30557 members 
Mstep: Class 11 contains 19104 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 21944 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 17715 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797520.000000 Penalty: 38813.050781
Iteration 293Q: 19 clusters Score -7.279752e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 99011 members 
Mstep: Class 5 contains 105848 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 125371 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 112526 members 
Mstep: Class 10 contains 30685 members 
Mstep: Class 11 contains 19063 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 21948 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 17716 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797624.000000 Penalty: 38813.050781
Iteration 294Q: 19 clusters Score -7.279762e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 99002 members 
Mstep: Class 5 contains 105849 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 125295 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 112514 members 
Mstep: Class 10 contains 30813 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 21958 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 17715 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797568.000000 Penalty: 38813.050781
Iteration 295Q: 19 clusters Score -7.279757e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 99009 members 
Mstep: Class 5 contains 105851 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 125220 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 112486 members 
Mstep: Class 10 contains 30936 members 
Mstep: Class 11 contains 18980 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 21974 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797592.000000 Penalty: 38813.050781
Iteration 296Q: 19 clusters Score -7.279759e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 99014 members 
Mstep: Class 5 contains 105850 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 125156 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 112460 members 
Mstep: Class 10 contains 31058 members 
Mstep: Class 11 contains 18935 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 21991 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797664.000000 Penalty: 38813.050781
Iteration 297Q: 19 clusters Score -7.279766e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 99019 members 
Mstep: Class 5 contains 105855 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 125084 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112450 members 
Mstep: Class 10 contains 31176 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 17717 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797656.000000 Penalty: 38813.050781
Iteration 298Q: 19 clusters Score -7.279766e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99040 members 
Mstep: Class 5 contains 105855 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 125013 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112443 members 
Mstep: Class 10 contains 31284 members 
Mstep: Class 11 contains 18821 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22022 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 17715 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797712.000000 Penalty: 38813.050781
Iteration 299Q: 19 clusters Score -7.279771e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99057 members 
Mstep: Class 5 contains 105854 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124968 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112425 members 
Mstep: Class 10 contains 31374 members 
Mstep: Class 11 contains 18767 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22032 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 17713 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797744.000000 Penalty: 38813.050781
Iteration 300F: 19 clusters Score -7.279774e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99062 members 
Mstep: Class 5 contains 105858 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124924 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112410 members 
Mstep: Class 10 contains 31452 members 
Mstep: Class 11 contains 18721 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797760.000000 Penalty: 38813.050781
Iteration 301Q: 19 clusters Score -7.279776e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99062 members 
Mstep: Class 5 contains 105858 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124891 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112389 members 
Mstep: Class 10 contains 31531 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22066 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797920.000000 Penalty: 38813.050781
Iteration 302Q: 19 clusters Score -7.279792e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99080 members 
Mstep: Class 5 contains 105858 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124859 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112370 members 
Mstep: Class 10 contains 31596 members 
Mstep: Class 11 contains 18628 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22088 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 17704 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797976.000000 Penalty: 38813.050781
Iteration 303Q: 19 clusters Score -7.279798e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99091 members 
Mstep: Class 5 contains 105862 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124837 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112345 members 
Mstep: Class 10 contains 31659 members 
Mstep: Class 11 contains 18575 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22108 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797960.000000 Penalty: 38813.050781
Iteration 304Q: 19 clusters Score -7.279796e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99111 members 
Mstep: Class 5 contains 105861 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124809 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112337 members 
Mstep: Class 10 contains 31711 members 
Mstep: Class 11 contains 18531 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22117 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4397 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798000.000000 Penalty: 38813.050781
Iteration 305Q: 19 clusters Score -7.2798e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99124 members 
Mstep: Class 5 contains 105866 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124786 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112321 members 
Mstep: Class 10 contains 31758 members 
Mstep: Class 11 contains 18484 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22127 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797968.000000 Penalty: 38813.050781
Iteration 306Q: 19 clusters Score -7.279797e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99141 members 
Mstep: Class 5 contains 105867 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124750 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 112319 members 
Mstep: Class 10 contains 31815 members 
Mstep: Class 11 contains 18424 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22136 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797848.000000 Penalty: 38813.050781
Iteration 307Q: 19 clusters Score -7.279785e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99144 members 
Mstep: Class 5 contains 105870 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124736 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 112311 members 
Mstep: Class 10 contains 31877 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22147 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797952.000000 Penalty: 38813.050781
Iteration 308Q: 19 clusters Score -7.279795e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99140 members 
Mstep: Class 5 contains 105872 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124707 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 112307 members 
Mstep: Class 10 contains 31951 members 
Mstep: Class 11 contains 18311 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22160 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 17703 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798024.000000 Penalty: 38813.050781
Iteration 309Q: 19 clusters Score -7.279802e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99134 members 
Mstep: Class 5 contains 105873 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124679 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 112309 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22171 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 17699 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798000.000000 Penalty: 38813.050781
Iteration 310Q: 19 clusters Score -7.2798e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99131 members 
Mstep: Class 5 contains 105877 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124651 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 112293 members 
Mstep: Class 10 contains 32097 members 
Mstep: Class 11 contains 18198 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22182 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 17699 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798024.000000 Penalty: 38813.050781
Iteration 311Q: 19 clusters Score -7.279802e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99120 members 
Mstep: Class 5 contains 105876 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 124634 members 
Mstep: Class 8 contains 1367 members 
Mstep: Class 9 contains 112281 members 
Mstep: Class 10 contains 32160 members 
Mstep: Class 11 contains 18143 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22203 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 17700 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798176.000000 Penalty: 38813.050781
Iteration 312Q: 19 clusters Score -7.279818e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99103 members 
Mstep: Class 5 contains 105875 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 124598 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 112285 members 
Mstep: Class 10 contains 32225 members 
Mstep: Class 11 contains 18093 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798224.000000 Penalty: 38813.050781
Iteration 313Q: 19 clusters Score -7.279822e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99099 members 
Mstep: Class 5 contains 105877 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124562 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 112283 members 
Mstep: Class 10 contains 32285 members 
Mstep: Class 11 contains 18039 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22257 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 17699 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798232.000000 Penalty: 38813.050781
Iteration 314Q: 19 clusters Score -7.279823e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 745 members 
Mstep: Class 4 contains 99105 members 
Mstep: Class 5 contains 105880 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124515 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 112283 members 
Mstep: Class 10 contains 32344 members 
Mstep: Class 11 contains 17999 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22277 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798208.000000 Penalty: 38813.050781
Iteration 315Q: 19 clusters Score -7.279821e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 99096 members 
Mstep: Class 5 contains 105876 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124482 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 112284 members 
Mstep: Class 10 contains 32395 members 
Mstep: Class 11 contains 17979 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22294 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798248.000000 Penalty: 38813.050781
Iteration 316Q: 19 clusters Score -7.279825e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 99095 members 
Mstep: Class 5 contains 105873 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124448 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 112283 members 
Mstep: Class 10 contains 32451 members 
Mstep: Class 11 contains 17939 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22316 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798296.000000 Penalty: 38813.050781
Iteration 317Q: 19 clusters Score -7.27983e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 99095 members 
Mstep: Class 5 contains 105872 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124422 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 112258 members 
Mstep: Class 10 contains 32519 members 
Mstep: Class 11 contains 17907 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798272.000000 Penalty: 38813.050781
Iteration 318Q: 19 clusters Score -7.279827e+07 nChanged 187
Entering ConstructFrom: 
Score: -72798272.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -12590.599609 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -12590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11984.423828 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -11984.42 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12302.502930 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -12302.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12469.014648 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -12469.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12540.303711 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -12540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12548.743164 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -12548.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12552.480469 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -12552.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12552.480469 Penalty: 1873.687134
	Iteration 6F: 3 clusters Score -12552.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37980.039062 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37980.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37043.617188 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -37043.62 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37658.414062 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37658.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38166.031250 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -38166.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38451.792969 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -38451.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38616.875000 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -38616.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38653.273438 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -38653.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38659.828125 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38659.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38663.402344 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38663.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38663.402344 Penalty: 2024.906494
	Iteration 8F: 3 clusters Score -38663.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 99094 members 
Mstep: Class 5 contains 105869 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124390 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 112232 members 
Mstep: Class 10 contains 32592 members 
Mstep: Class 11 contains 17890 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22338 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31613 members 
Entering Unmasked Estep 
Score: -72797832.000000 Penalty: 40969.332031
Splitting cluster 2 changes total score from -72798272.000000 to -72797832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -74928.578125 Penalty: 1074.892944
	Iteration 0F: 2 clusters Score -74928.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73738.335938 Penalty: 2149.785889
	Iteration 0F: 3 clusters Score -73738.34 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74229.148438 Penalty: 2149.785889
	Iteration 1F: 3 clusters Score -74229.15 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74578.046875 Penalty: 2149.785889
	Iteration 2F: 3 clusters Score -74578.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74818.140625 Penalty: 2149.785889
	Iteration 3F: 3 clusters Score -74818.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75036.679688 Penalty: 2149.785889
	Iteration 4Q: 3 clusters Score -75036.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75129.515625 Penalty: 2149.785889
	Iteration 5Q: 3 clusters Score -75129.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75166.921875 Penalty: 2149.785889
	Iteration 6Q: 3 clusters Score -75166.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75177.742188 Penalty: 2149.785889
	Iteration 7Q: 3 clusters Score -75177.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75188.859375 Penalty: 2149.785889
	Iteration 8Q: 3 clusters Score -75188.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75197.148438 Penalty: 2149.785889
	Iteration 9Q: 3 clusters Score -75197.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75197.148438 Penalty: 2149.785889
	Iteration 10F: 3 clusters Score -75197.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 455 members 
Mstep: Class 4 contains 99094 members 
Mstep: Class 5 contains 105869 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124390 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 112232 members 
Mstep: Class 10 contains 32592 members 
Mstep: Class 11 contains 17890 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22338 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 291 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31613 members 
Entering Unmasked Estep 
Score: -72797488.000000 Penalty: 40969.332031
Splitting cluster 3 changes total score from -72798272.000000 to -72797488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (99094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99094 members 
Entering Unmasked Estep 
Score: -12612469.000000 Penalty: 1869.371460
	Iteration 0F: 2 clusters Score -1.261247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -12546706.000000 Penalty: 3738.742920
	Iteration 0F: 3 clusters Score -1.254671e+07 nChanged 47270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -12574051.000000 Penalty: 3738.742920
	Iteration 1F: 3 clusters Score -1.257405e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -12575022.000000 Penalty: 3738.742920
	Iteration 2Q: 3 clusters Score -1.257502e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -12576511.000000 Penalty: 3738.742920
	Iteration 3Q: 3 clusters Score -1.257651e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -12578439.000000 Penalty: 3738.742920
	Iteration 4Q: 3 clusters Score -1.257844e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -12581690.000000 Penalty: 3738.742920
	Iteration 5Q: 3 clusters Score -1.258169e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -12586100.000000 Penalty: 3738.742920
	Iteration 6F: 3 clusters Score -1.25861e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -12591335.000000 Penalty: 3738.742920
	Iteration 7F: 3 clusters Score -1.259134e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -12595950.000000 Penalty: 3738.742920
	Iteration 8F: 3 clusters Score -1.259595e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -12599003.000000 Penalty: 3738.742920
	Iteration 9Q: 3 clusters Score -1.2599e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -12600929.000000 Penalty: 3738.742920
	Iteration 10Q: 3 clusters Score -1.260093e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -12601894.000000 Penalty: 3738.742920
	Iteration 11Q: 3 clusters Score -1.260189e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -12602397.000000 Penalty: 3738.742920
	Iteration 12Q: 3 clusters Score -1.26024e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -12602784.000000 Penalty: 3738.742920
	Iteration 13Q: 3 clusters Score -1.260278e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -12603156.000000 Penalty: 3738.742920
	Iteration 14Q: 3 clusters Score -1.260316e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -12603423.000000 Penalty: 3738.742920
	Iteration 15Q: 3 clusters Score -1.260342e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -12603752.000000 Penalty: 3738.742920
	Iteration 16Q: 3 clusters Score -1.260375e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -12604046.000000 Penalty: 3738.742920
	Iteration 17Q: 3 clusters Score -1.260405e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -12604397.000000 Penalty: 3738.742920
	Iteration 18Q: 3 clusters Score -1.26044e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -12604746.000000 Penalty: 3738.742920
	Iteration 19Q: 3 clusters Score -1.260475e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -12605063.000000 Penalty: 3738.742920
	Iteration 20F: 3 clusters Score -1.260506e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -12605419.000000 Penalty: 3738.742920
	Iteration 21Q: 3 clusters Score -1.260542e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -12605828.000000 Penalty: 3738.742920
	Iteration 22Q: 3 clusters Score -1.260583e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -12606274.000000 Penalty: 3738.742920
	Iteration 23Q: 3 clusters Score -1.260627e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -12606675.000000 Penalty: 3738.742920
	Iteration 24Q: 3 clusters Score -1.260668e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -12607093.000000 Penalty: 3738.742920
	Iteration 25Q: 3 clusters Score -1.260709e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -12607393.000000 Penalty: 3738.742920
	Iteration 26Q: 3 clusters Score -1.260739e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -12607782.000000 Penalty: 3738.742920
	Iteration 27Q: 3 clusters Score -1.260778e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -12608151.000000 Penalty: 3738.742920
	Iteration 28Q: 3 clusters Score -1.260815e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -12608434.000000 Penalty: 3738.742920
	Iteration 29Q: 3 clusters Score -1.260843e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -12608687.000000 Penalty: 3738.742920
	Iteration 30Q: 3 clusters Score -1.260869e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -12608946.000000 Penalty: 3738.742920
	Iteration 31Q: 3 clusters Score -1.260895e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -12609203.000000 Penalty: 3738.742920
	Iteration 32Q: 3 clusters Score -1.26092e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -12609461.000000 Penalty: 3738.742920
	Iteration 33Q: 3 clusters Score -1.260946e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -12609675.000000 Penalty: 3738.742920
	Iteration 34Q: 3 clusters Score -1.260968e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -12609891.000000 Penalty: 3738.742920
	Iteration 35Q: 3 clusters Score -1.260989e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -12610065.000000 Penalty: 3738.742920
	Iteration 36Q: 3 clusters Score -1.261006e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -12610233.000000 Penalty: 3738.742920
	Iteration 37Q: 3 clusters Score -1.261023e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12610349.000000 Penalty: 3738.742920
	Iteration 38Q: 3 clusters Score -1.261035e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12610468.000000 Penalty: 3738.742920
	Iteration 39Q: 3 clusters Score -1.261047e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97718 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -12610548.000000 Penalty: 3738.742920
	Iteration 40F: 3 clusters Score -1.261055e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12610625.000000 Penalty: 3738.742920
	Iteration 41Q: 3 clusters Score -1.261062e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12610685.000000 Penalty: 3738.742920
	Iteration 42Q: 3 clusters Score -1.261068e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12610708.000000 Penalty: 3738.742920
	Iteration 43Q: 3 clusters Score -1.261071e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98064 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12610713.000000 Penalty: 3738.742920
	Iteration 44Q: 3 clusters Score -1.261071e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12610741.000000 Penalty: 3738.742920
	Iteration 45Q: 3 clusters Score -1.261074e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12610764.000000 Penalty: 3738.742920
	Iteration 46Q: 3 clusters Score -1.261076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12610777.000000 Penalty: 3738.742920
	Iteration 47Q: 3 clusters Score -1.261078e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12610818.000000 Penalty: 3738.742920
	Iteration 48Q: 3 clusters Score -1.261082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12610828.000000 Penalty: 3738.742920
	Iteration 49Q: 3 clusters Score -1.261083e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12610857.000000 Penalty: 3738.742920
	Iteration 50Q: 3 clusters Score -1.261086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12610851.000000 Penalty: 3738.742920
	Iteration 51Q: 3 clusters Score -1.261085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12610886.000000 Penalty: 3738.742920
	Iteration 52Q: 3 clusters Score -1.261089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12610908.000000 Penalty: 3738.742920
	Iteration 53Q: 3 clusters Score -1.261091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12610894.000000 Penalty: 3738.742920
	Iteration 54Q: 3 clusters Score -1.261089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12610906.000000 Penalty: 3738.742920
	Iteration 55Q: 3 clusters Score -1.261091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98341 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12610919.000000 Penalty: 3738.742920
	Iteration 56Q: 3 clusters Score -1.261092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12610915.000000 Penalty: 3738.742920
	Iteration 57Q: 3 clusters Score -1.261092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12610918.000000 Penalty: 3738.742920
	Iteration 58Q: 3 clusters Score -1.261092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12610908.000000 Penalty: 3738.742920
	Iteration 59Q: 3 clusters Score -1.261091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12610912.000000 Penalty: 3738.742920
	Iteration 60F: 3 clusters Score -1.261091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12610922.000000 Penalty: 3738.742920
	Iteration 61Q: 3 clusters Score -1.261092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -12610924.000000 Penalty: 3738.742920
	Iteration 62Q: 3 clusters Score -1.261092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12610930.000000 Penalty: 3738.742920
	Iteration 63Q: 3 clusters Score -1.261093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12610928.000000 Penalty: 3738.742920
	Iteration 64Q: 3 clusters Score -1.261093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12610937.000000 Penalty: 3738.742920
	Iteration 65Q: 3 clusters Score -1.261094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12610937.000000 Penalty: 3738.742920
	Iteration 66Q: 3 clusters Score -1.261094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12610936.000000 Penalty: 3738.742920
	Iteration 67Q: 3 clusters Score -1.261094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12610942.000000 Penalty: 3738.742920
	Iteration 68Q: 3 clusters Score -1.261094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12610942.000000 Penalty: 3738.742920
	Iteration 69Q: 3 clusters Score -1.261094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12610942.000000 Penalty: 3738.742920
	Iteration 70F: 3 clusters Score -1.261094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Entering Unmasked Estep 
Score: -13729350.000000 Penalty: 1880.118164
	Iteration 0F: 2 clusters Score -1.372935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -13665872.000000 Penalty: 3760.236328
	Iteration 0F: 3 clusters Score -1.366587e+07 nChanged 50840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -13695634.000000 Penalty: 3760.236328
	Iteration 1F: 3 clusters Score -1.369563e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -13696527.000000 Penalty: 3760.236328
	Iteration 2Q: 3 clusters Score -1.369653e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -13697734.000000 Penalty: 3760.236328
	Iteration 3Q: 3 clusters Score -1.369773e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -13699289.000000 Penalty: 3760.236328
	Iteration 4Q: 3 clusters Score -1.369929e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -13701847.000000 Penalty: 3760.236328
	Iteration 5F: 3 clusters Score -1.370185e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -13705706.000000 Penalty: 3760.236328
	Iteration 6F: 3 clusters Score -1.370571e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -13710704.000000 Penalty: 3760.236328
	Iteration 7F: 3 clusters Score -1.37107e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -13715274.000000 Penalty: 3760.236328
	Iteration 8F: 3 clusters Score -1.371527e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -13718447.000000 Penalty: 3760.236328
	Iteration 9Q: 3 clusters Score -1.371845e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -13720360.000000 Penalty: 3760.236328
	Iteration 10Q: 3 clusters Score -1.372036e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -13721269.000000 Penalty: 3760.236328
	Iteration 11Q: 3 clusters Score -1.372127e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -13721962.000000 Penalty: 3760.236328
	Iteration 12Q: 3 clusters Score -1.372196e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -13722437.000000 Penalty: 3760.236328
	Iteration 13Q: 3 clusters Score -1.372244e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -13722836.000000 Penalty: 3760.236328
	Iteration 14Q: 3 clusters Score -1.372284e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -13723183.000000 Penalty: 3760.236328
	Iteration 15Q: 3 clusters Score -1.372318e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -13723638.000000 Penalty: 3760.236328
	Iteration 16Q: 3 clusters Score -1.372364e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100588 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -13724171.000000 Penalty: 3760.236328
	Iteration 17Q: 3 clusters Score -1.372417e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -13724628.000000 Penalty: 3760.236328
	Iteration 18Q: 3 clusters Score -1.372463e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -13725092.000000 Penalty: 3760.236328
	Iteration 19Q: 3 clusters Score -1.372509e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102378 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -13725407.000000 Penalty: 3760.236328
	Iteration 20F: 3 clusters Score -1.372541e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102857 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -13725770.000000 Penalty: 3760.236328
	Iteration 21Q: 3 clusters Score -1.372577e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -13726048.000000 Penalty: 3760.236328
	Iteration 22Q: 3 clusters Score -1.372605e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -13726387.000000 Penalty: 3760.236328
	Iteration 23Q: 3 clusters Score -1.372639e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13726644.000000 Penalty: 3760.236328
	Iteration 24Q: 3 clusters Score -1.372664e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104193 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -13726840.000000 Penalty: 3760.236328
	Iteration 25Q: 3 clusters Score -1.372684e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13726988.000000 Penalty: 3760.236328
	Iteration 26Q: 3 clusters Score -1.372699e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -13727098.000000 Penalty: 3760.236328
	Iteration 27Q: 3 clusters Score -1.37271e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13727190.000000 Penalty: 3760.236328
	Iteration 28Q: 3 clusters Score -1.372719e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13727250.000000 Penalty: 3760.236328
	Iteration 29Q: 3 clusters Score -1.372725e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13727302.000000 Penalty: 3760.236328
	Iteration 30Q: 3 clusters Score -1.37273e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -13727359.000000 Penalty: 3760.236328
	Iteration 31Q: 3 clusters Score -1.372736e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104928 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13727397.000000 Penalty: 3760.236328
	Iteration 32Q: 3 clusters Score -1.37274e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104972 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13727434.000000 Penalty: 3760.236328
	Iteration 33Q: 3 clusters Score -1.372743e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105015 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13727462.000000 Penalty: 3760.236328
	Iteration 34Q: 3 clusters Score -1.372746e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13727501.000000 Penalty: 3760.236328
	Iteration 35Q: 3 clusters Score -1.37275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13727540.000000 Penalty: 3760.236328
	Iteration 36Q: 3 clusters Score -1.372754e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13727551.000000 Penalty: 3760.236328
	Iteration 37Q: 3 clusters Score -1.372755e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13727566.000000 Penalty: 3760.236328
	Iteration 38Q: 3 clusters Score -1.372757e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -13727589.000000 Penalty: 3760.236328
	Iteration 39Q: 3 clusters Score -1.372759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105161 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13727583.000000 Penalty: 3760.236328
	Iteration 40F: 3 clusters Score -1.372758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13727593.000000 Penalty: 3760.236328
	Iteration 41Q: 3 clusters Score -1.372759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13727588.000000 Penalty: 3760.236328
	Iteration 42Q: 3 clusters Score -1.372759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105187 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13727606.000000 Penalty: 3760.236328
	Iteration 43Q: 3 clusters Score -1.372761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13727613.000000 Penalty: 3760.236328
	Iteration 44Q: 3 clusters Score -1.372761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -13727604.000000 Penalty: 3760.236328
	Iteration 45Q: 3 clusters Score -1.37276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13727610.000000 Penalty: 3760.236328
	Iteration 46Q: 3 clusters Score -1.372761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105195 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13727618.000000 Penalty: 3760.236328
	Iteration 47Q: 3 clusters Score -1.372762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13727624.000000 Penalty: 3760.236328
	Iteration 48Q: 3 clusters Score -1.372762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13727618.000000 Penalty: 3760.236328
	Iteration 49Q: 3 clusters Score -1.372762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13727623.000000 Penalty: 3760.236328
	Iteration 50Q: 3 clusters Score -1.372762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -13727621.000000 Penalty: 3760.236328
	Iteration 51Q: 3 clusters Score -1.372762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13727617.000000 Penalty: 3760.236328
	Iteration 52Q: 3 clusters Score -1.372762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13727617.000000 Penalty: 3760.236328
	Iteration 53F: 3 clusters Score -1.372762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -67265.468750 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -67265.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66186.804688 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -66186.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66590.570312 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -66590.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66822.281250 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -66822.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66979.515625 Penalty: 2098.450195
	Iteration 3F: 3 clusters Score -66979.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67157.359375 Penalty: 2098.450195
	Iteration 4F: 3 clusters Score -67157.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67293.359375 Penalty: 2098.450195
	Iteration 5F: 3 clusters Score -67293.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67373.085938 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -67373.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67403.507812 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -67403.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67436.406250 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -67436.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67462.734375 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -67462.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67490.843750 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -67490.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67503.023438 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -67503.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67514.148438 Penalty: 2098.450195
	Iteration 12Q: 3 clusters Score -67514.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67556.382812 Penalty: 2098.450195
	Iteration 13Q: 3 clusters Score -67556.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67586.656250 Penalty: 2098.450195
	Iteration 14Q: 3 clusters Score -67586.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67601.898438 Penalty: 2098.450195
	Iteration 15Q: 3 clusters Score -67601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67611.203125 Penalty: 2098.450195
	Iteration 16Q: 3 clusters Score -67611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67619.226562 Penalty: 2098.450195
	Iteration 17Q: 3 clusters Score -67619.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67624.257812 Penalty: 2098.450195
	Iteration 18Q: 3 clusters Score -67624.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67625.242188 Penalty: 2098.450195
	Iteration 19Q: 3 clusters Score -67625.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67642.945312 Penalty: 2098.450195
	Iteration 20F: 3 clusters Score -67642.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67731.445312 Penalty: 2098.450195
	Iteration 21Q: 3 clusters Score -67731.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67749.742188 Penalty: 2098.450195
	Iteration 22Q: 3 clusters Score -67749.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67762.195312 Penalty: 2098.450195
	Iteration 23Q: 3 clusters Score -67762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67763.492188 Penalty: 2098.450195
	Iteration 24Q: 3 clusters Score -67763.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67768.078125 Penalty: 2098.450195
	Iteration 25Q: 3 clusters Score -67768.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67781.320312 Penalty: 2098.450195
	Iteration 26Q: 3 clusters Score -67781.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67782.531250 Penalty: 2098.450195
	Iteration 27Q: 3 clusters Score -67782.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67784.429688 Penalty: 2098.450195
	Iteration 28Q: 3 clusters Score -67784.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67789.632812 Penalty: 2098.450195
	Iteration 29Q: 3 clusters Score -67789.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67790.882812 Penalty: 2098.450195
	Iteration 30Q: 3 clusters Score -67790.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67790.882812 Penalty: 2098.450195
	Iteration 31F: 3 clusters Score -67790.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 99094 members 
Mstep: Class 5 contains 105869 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 124390 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 112232 members 
Mstep: Class 10 contains 32592 members 
Mstep: Class 11 contains 17890 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22338 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 340 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31613 members 
Entering Unmasked Estep 
Score: -72797712.000000 Penalty: 40969.332031
Splitting cluster 6 changes total score from -72798272.000000 to -72797712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (124390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124390 members 
Entering Unmasked Estep 
Score: -15842810.000000 Penalty: 1906.316284
	Iteration 0F: 2 clusters Score -1.584281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -15768646.000000 Penalty: 3812.632568
	Iteration 0F: 3 clusters Score -1.576865e+07 nChanged 59834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -15803871.000000 Penalty: 3812.632568
	Iteration 1F: 3 clusters Score -1.580387e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -15805818.000000 Penalty: 3812.632568
	Iteration 2Q: 3 clusters Score -1.580582e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -15808933.000000 Penalty: 3812.632568
	Iteration 3F: 3 clusters Score -1.580893e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -15813858.000000 Penalty: 3812.632568
	Iteration 4F: 3 clusters Score -1.581386e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -15820796.000000 Penalty: 3812.632568
	Iteration 5F: 3 clusters Score -1.58208e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101353 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -15828599.000000 Penalty: 3812.632568
	Iteration 6F: 3 clusters Score -1.58286e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -15835065.000000 Penalty: 3812.632568
	Iteration 7F: 3 clusters Score -1.583506e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -15838393.000000 Penalty: 3812.632568
	Iteration 8Q: 3 clusters Score -1.583839e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115591 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -15839917.000000 Penalty: 3812.632568
	Iteration 9Q: 3 clusters Score -1.583992e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -15840603.000000 Penalty: 3812.632568
	Iteration 10Q: 3 clusters Score -1.58406e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118471 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -15840860.000000 Penalty: 3812.632568
	Iteration 11Q: 3 clusters Score -1.584086e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119368 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -15840991.000000 Penalty: 3812.632568
	Iteration 12Q: 3 clusters Score -1.584099e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120111 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -15840966.000000 Penalty: 3812.632568
	Iteration 13Q: 3 clusters Score -1.584097e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120685 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -15841098.000000 Penalty: 3812.632568
	Iteration 14Q: 3 clusters Score -1.58411e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -15841183.000000 Penalty: 3812.632568
	Iteration 15Q: 3 clusters Score -1.584118e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -15841288.000000 Penalty: 3812.632568
	Iteration 16Q: 3 clusters Score -1.584129e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121755 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -15841361.000000 Penalty: 3812.632568
	Iteration 17Q: 3 clusters Score -1.584136e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121972 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -15841438.000000 Penalty: 3812.632568
	Iteration 18Q: 3 clusters Score -1.584144e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -15841486.000000 Penalty: 3812.632568
	Iteration 19Q: 3 clusters Score -1.584149e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122277 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -15841512.000000 Penalty: 3812.632568
	Iteration 20F: 3 clusters Score -1.584151e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122399 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -15841584.000000 Penalty: 3812.632568
	Iteration 21Q: 3 clusters Score -1.584158e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122489 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15841653.000000 Penalty: 3812.632568
	Iteration 22Q: 3 clusters Score -1.584165e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122564 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -15841711.000000 Penalty: 3812.632568
	Iteration 23Q: 3 clusters Score -1.584171e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122623 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15841824.000000 Penalty: 3812.632568
	Iteration 24Q: 3 clusters Score -1.584182e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122643 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15841887.000000 Penalty: 3812.632568
	Iteration 25Q: 3 clusters Score -1.584189e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122629 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -15841915.000000 Penalty: 3812.632568
	Iteration 26Q: 3 clusters Score -1.584192e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -15841966.000000 Penalty: 3812.632568
	Iteration 27Q: 3 clusters Score -1.584197e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122599 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15841989.000000 Penalty: 3812.632568
	Iteration 28Q: 3 clusters Score -1.584199e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122575 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15842051.000000 Penalty: 3812.632568
	Iteration 29Q: 3 clusters Score -1.584205e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122550 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -15842056.000000 Penalty: 3812.632568
	Iteration 30Q: 3 clusters Score -1.584206e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122523 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -15842093.000000 Penalty: 3812.632568
	Iteration 31Q: 3 clusters Score -1.584209e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122501 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -15842119.000000 Penalty: 3812.632568
	Iteration 32Q: 3 clusters Score -1.584212e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -15842161.000000 Penalty: 3812.632568
	Iteration 33Q: 3 clusters Score -1.584216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -15842173.000000 Penalty: 3812.632568
	Iteration 34Q: 3 clusters Score -1.584217e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122408 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -15842154.000000 Penalty: 3812.632568
	Iteration 35Q: 3 clusters Score -1.584215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122380 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -15842192.000000 Penalty: 3812.632568
	Iteration 36Q: 3 clusters Score -1.584219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122369 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -15842188.000000 Penalty: 3812.632568
	Iteration 37Q: 3 clusters Score -1.584219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122362 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -15842185.000000 Penalty: 3812.632568
	Iteration 38Q: 3 clusters Score -1.584218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122351 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -15842197.000000 Penalty: 3812.632568
	Iteration 39Q: 3 clusters Score -1.58422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122348 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -15842202.000000 Penalty: 3812.632568
	Iteration 40F: 3 clusters Score -1.58422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122341 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -15842202.000000 Penalty: 3812.632568
	Iteration 41Q: 3 clusters Score -1.58422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122344 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -15842211.000000 Penalty: 3812.632568
	Iteration 42Q: 3 clusters Score -1.584221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122343 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -15842222.000000 Penalty: 3812.632568
	Iteration 43Q: 3 clusters Score -1.584222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122342 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -15842221.000000 Penalty: 3812.632568
	Iteration 44Q: 3 clusters Score -1.584222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -15842213.000000 Penalty: 3812.632568
	Iteration 45Q: 3 clusters Score -1.584221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122324 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -15842228.000000 Penalty: 3812.632568
	Iteration 46Q: 3 clusters Score -1.584223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122317 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -15842229.000000 Penalty: 3812.632568
	Iteration 47Q: 3 clusters Score -1.584223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122311 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -15842220.000000 Penalty: 3812.632568
	Iteration 48Q: 3 clusters Score -1.584222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122307 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -15842219.000000 Penalty: 3812.632568
	Iteration 49Q: 3 clusters Score -1.584222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122305 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -15842227.000000 Penalty: 3812.632568
	Iteration 50Q: 3 clusters Score -1.584223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122301 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15842241.000000 Penalty: 3812.632568
	Iteration 51Q: 3 clusters Score -1.584224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122298 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -15842237.000000 Penalty: 3812.632568
	Iteration 52Q: 3 clusters Score -1.584224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122290 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -15842238.000000 Penalty: 3812.632568
	Iteration 53Q: 3 clusters Score -1.584224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122280 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -15842233.000000 Penalty: 3812.632568
	Iteration 54Q: 3 clusters Score -1.584223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122274 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -15842252.000000 Penalty: 3812.632568
	Iteration 55Q: 3 clusters Score -1.584225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122267 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -15842251.000000 Penalty: 3812.632568
	Iteration 56Q: 3 clusters Score -1.584225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122260 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -15842256.000000 Penalty: 3812.632568
	Iteration 57Q: 3 clusters Score -1.584226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122257 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -15842252.000000 Penalty: 3812.632568
	Iteration 58Q: 3 clusters Score -1.584225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -15842256.000000 Penalty: 3812.632568
	Iteration 59Q: 3 clusters Score -1.584226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122260 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -15842253.000000 Penalty: 3812.632568
	Iteration 60F: 3 clusters Score -1.584225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122260 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -15842256.000000 Penalty: 3812.632568
	Iteration 61Q: 3 clusters Score -1.584226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122259 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15842253.000000 Penalty: 3812.632568
	Iteration 62Q: 3 clusters Score -1.584225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -15842252.000000 Penalty: 3812.632568
	Iteration 63Q: 3 clusters Score -1.584225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -15842256.000000 Penalty: 3812.632568
	Iteration 64Q: 3 clusters Score -1.584226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -15842256.000000 Penalty: 3812.632568
	Iteration 65F: 3 clusters Score -1.584226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -168465.375000 Penalty: 1170.432373
	Iteration 0F: 2 clusters Score -168465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -166827.046875 Penalty: 2340.864746
	Iteration 0F: 3 clusters Score -166827 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -167125.406250 Penalty: 2340.864746
	Iteration 1F: 3 clusters Score -167125.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -167196.343750 Penalty: 2340.864746
	Iteration 2F: 3 clusters Score -167196.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -167231.984375 Penalty: 2340.864746
	Iteration 3Q: 3 clusters Score -167232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -167250.593750 Penalty: 2340.864746
	Iteration 4Q: 3 clusters Score -167250.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167258.609375 Penalty: 2340.864746
	Iteration 5Q: 3 clusters Score -167258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -167263.187500 Penalty: 2340.864746
	Iteration 6Q: 3 clusters Score -167263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -167264.937500 Penalty: 2340.864746
	Iteration 7Q: 3 clusters Score -167264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -167266.062500 Penalty: 2340.864746
	Iteration 8Q: 3 clusters Score -167266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -167266.828125 Penalty: 2340.864746
	Iteration 9Q: 3 clusters Score -167266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -167267.859375 Penalty: 2340.864746
	Iteration 10Q: 3 clusters Score -167267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167269.140625 Penalty: 2340.864746
	Iteration 11Q: 3 clusters Score -167269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -167269.828125 Penalty: 2340.864746
	Iteration 12Q: 3 clusters Score -167269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -167270.609375 Penalty: 2340.864746
	Iteration 13Q: 3 clusters Score -167270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -167272.468750 Penalty: 2340.864746
	Iteration 14Q: 3 clusters Score -167272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -167274.250000 Penalty: 2340.864746
	Iteration 15Q: 3 clusters Score -167274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167276.031250 Penalty: 2340.864746
	Iteration 16Q: 3 clusters Score -167276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167276.453125 Penalty: 2340.864746
	Iteration 17Q: 3 clusters Score -167276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167277.031250 Penalty: 2340.864746
	Iteration 18Q: 3 clusters Score -167277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -167277.375000 Penalty: 2340.864746
	Iteration 19Q: 3 clusters Score -167277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167278.250000 Penalty: 2340.864746
	Iteration 20F: 3 clusters Score -167278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167280.593750 Penalty: 2340.864746
	Iteration 21Q: 3 clusters Score -167280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167282.687500 Penalty: 2340.864746
	Iteration 22Q: 3 clusters Score -167282.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167282.687500 Penalty: 2340.864746
	Iteration 23F: 3 clusters Score -167282.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (112232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Entering Unmasked Estep 
Score: -14323085.000000 Penalty: 1889.602539
	Iteration 0F: 2 clusters Score -1.432308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -14254082.000000 Penalty: 3779.205078
	Iteration 0F: 3 clusters Score -1.425408e+07 nChanged 53979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -14286176.000000 Penalty: 3779.205078
	Iteration 1F: 3 clusters Score -1.428618e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -14288378.000000 Penalty: 3779.205078
	Iteration 2Q: 3 clusters Score -1.428838e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -14291995.000000 Penalty: 3779.205078
	Iteration 3F: 3 clusters Score -1.4292e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -14297720.000000 Penalty: 3779.205078
	Iteration 4F: 3 clusters Score -1.429772e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -14304825.000000 Penalty: 3779.205078
	Iteration 5F: 3 clusters Score -1.430482e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -14311811.000000 Penalty: 3779.205078
	Iteration 6F: 3 clusters Score -1.431181e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -14317186.000000 Penalty: 3779.205078
	Iteration 7F: 3 clusters Score -1.431719e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -14320202.000000 Penalty: 3779.205078
	Iteration 8Q: 3 clusters Score -1.43202e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -14321600.000000 Penalty: 3779.205078
	Iteration 9Q: 3 clusters Score -1.43216e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -14322365.000000 Penalty: 3779.205078
	Iteration 10Q: 3 clusters Score -1.432236e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -14323060.000000 Penalty: 3779.205078
	Iteration 11Q: 3 clusters Score -1.432306e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -14323558.000000 Penalty: 3779.205078
	Iteration 12Q: 3 clusters Score -1.432356e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -14323956.000000 Penalty: 3779.205078
	Iteration 13Q: 3 clusters Score -1.432396e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -14324303.000000 Penalty: 3779.205078
	Iteration 14Q: 3 clusters Score -1.43243e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -14324544.000000 Penalty: 3779.205078
	Iteration 15Q: 3 clusters Score -1.432454e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 90388 members 
Entering Unmasked Estep 
Score: -14324756.000000 Penalty: 3779.205078
	Iteration 16Q: 3 clusters Score -1.432476e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -14324904.000000 Penalty: 3779.205078
	Iteration 17Q: 3 clusters Score -1.43249e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 90751 members 
Entering Unmasked Estep 
Score: -14324977.000000 Penalty: 3779.205078
	Iteration 18Q: 3 clusters Score -1.432498e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -14325033.000000 Penalty: 3779.205078
	Iteration 19Q: 3 clusters Score -1.432503e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -14325075.000000 Penalty: 3779.205078
	Iteration 20F: 3 clusters Score -1.432508e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -14325120.000000 Penalty: 3779.205078
	Iteration 21Q: 3 clusters Score -1.432512e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -14325178.000000 Penalty: 3779.205078
	Iteration 22Q: 3 clusters Score -1.432518e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -14325237.000000 Penalty: 3779.205078
	Iteration 23Q: 3 clusters Score -1.432524e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -14325251.000000 Penalty: 3779.205078
	Iteration 24Q: 3 clusters Score -1.432525e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -14325244.000000 Penalty: 3779.205078
	Iteration 25Q: 3 clusters Score -1.432524e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -14325235.000000 Penalty: 3779.205078
	Iteration 26Q: 3 clusters Score -1.432524e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -14325251.000000 Penalty: 3779.205078
	Iteration 27Q: 3 clusters Score -1.432525e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -14325252.000000 Penalty: 3779.205078
	Iteration 28Q: 3 clusters Score -1.432525e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 92009 members 
Entering Unmasked Estep 
Score: -14325263.000000 Penalty: 3779.205078
	Iteration 29Q: 3 clusters Score -1.432526e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -14325302.000000 Penalty: 3779.205078
	Iteration 30Q: 3 clusters Score -1.43253e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -14325320.000000 Penalty: 3779.205078
	Iteration 31Q: 3 clusters Score -1.432532e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -14325319.000000 Penalty: 3779.205078
	Iteration 32Q: 3 clusters Score -1.432532e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -14325342.000000 Penalty: 3779.205078
	Iteration 33Q: 3 clusters Score -1.432534e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -14325341.000000 Penalty: 3779.205078
	Iteration 34Q: 3 clusters Score -1.432534e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 92629 members 
Entering Unmasked Estep 
Score: -14325365.000000 Penalty: 3779.205078
	Iteration 35Q: 3 clusters Score -1.432536e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -14325383.000000 Penalty: 3779.205078
	Iteration 36Q: 3 clusters Score -1.432538e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -14325386.000000 Penalty: 3779.205078
	Iteration 37Q: 3 clusters Score -1.432539e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -14325405.000000 Penalty: 3779.205078
	Iteration 38Q: 3 clusters Score -1.43254e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -14325462.000000 Penalty: 3779.205078
	Iteration 39Q: 3 clusters Score -1.432546e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -14325459.000000 Penalty: 3779.205078
	Iteration 40F: 3 clusters Score -1.432546e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 93195 members 
Entering Unmasked Estep 
Score: -14325439.000000 Penalty: 3779.205078
	Iteration 41Q: 3 clusters Score -1.432544e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -14325458.000000 Penalty: 3779.205078
	Iteration 42Q: 3 clusters Score -1.432546e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -14325507.000000 Penalty: 3779.205078
	Iteration 43Q: 3 clusters Score -1.432551e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -14325519.000000 Penalty: 3779.205078
	Iteration 44Q: 3 clusters Score -1.432552e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -14325510.000000 Penalty: 3779.205078
	Iteration 45Q: 3 clusters Score -1.432551e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -14325525.000000 Penalty: 3779.205078
	Iteration 46Q: 3 clusters Score -1.432552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 93637 members 
Entering Unmasked Estep 
Score: -14325539.000000 Penalty: 3779.205078
	Iteration 47Q: 3 clusters Score -1.432554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -14325564.000000 Penalty: 3779.205078
	Iteration 48Q: 3 clusters Score -1.432556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -14325571.000000 Penalty: 3779.205078
	Iteration 49Q: 3 clusters Score -1.432557e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -14325582.000000 Penalty: 3779.205078
	Iteration 50Q: 3 clusters Score -1.432558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -14325589.000000 Penalty: 3779.205078
	Iteration 51Q: 3 clusters Score -1.432559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -14325610.000000 Penalty: 3779.205078
	Iteration 52Q: 3 clusters Score -1.432561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -14325601.000000 Penalty: 3779.205078
	Iteration 53Q: 3 clusters Score -1.43256e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -14325620.000000 Penalty: 3779.205078
	Iteration 54Q: 3 clusters Score -1.432562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -14325606.000000 Penalty: 3779.205078
	Iteration 55Q: 3 clusters Score -1.432561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -14325622.000000 Penalty: 3779.205078
	Iteration 56Q: 3 clusters Score -1.432562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -14325607.000000 Penalty: 3779.205078
	Iteration 57Q: 3 clusters Score -1.432561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -14325607.000000 Penalty: 3779.205078
	Iteration 58Q: 3 clusters Score -1.432561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -14325608.000000 Penalty: 3779.205078
	Iteration 59Q: 3 clusters Score -1.432561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -14325612.000000 Penalty: 3779.205078
	Iteration 60F: 3 clusters Score -1.432561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -14325610.000000 Penalty: 3779.205078
	Iteration 61Q: 3 clusters Score -1.432561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -14325604.000000 Penalty: 3779.205078
	Iteration 62Q: 3 clusters Score -1.43256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -14325602.000000 Penalty: 3779.205078
	Iteration 63Q: 3 clusters Score -1.43256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -14325596.000000 Penalty: 3779.205078
	Iteration 64Q: 3 clusters Score -1.43256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -14325606.000000 Penalty: 3779.205078
	Iteration 65Q: 3 clusters Score -1.432561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -14325609.000000 Penalty: 3779.205078
	Iteration 66Q: 3 clusters Score -1.432561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -14325609.000000 Penalty: 3779.205078
	Iteration 67Q: 3 clusters Score -1.432561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 94007 members 
Entering Unmasked Estep 
Score: -14325622.000000 Penalty: 3779.205078
	Iteration 68Q: 3 clusters Score -1.432562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -14325613.000000 Penalty: 3779.205078
	Iteration 69Q: 3 clusters Score -1.432561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 94020 members 
Entering Unmasked Estep 
Score: -14325619.000000 Penalty: 3779.205078
	Iteration 70Q: 3 clusters Score -1.432562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -14325627.000000 Penalty: 3779.205078
	Iteration 71Q: 3 clusters Score -1.432563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -14325620.000000 Penalty: 3779.205078
	Iteration 72Q: 3 clusters Score -1.432562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 94054 members 
Entering Unmasked Estep 
Score: -14325619.000000 Penalty: 3779.205078
	Iteration 73Q: 3 clusters Score -1.432562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -14325634.000000 Penalty: 3779.205078
	Iteration 74Q: 3 clusters Score -1.432563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -14325627.000000 Penalty: 3779.205078
	Iteration 75Q: 3 clusters Score -1.432563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 94084 members 
Entering Unmasked Estep 
Score: -14325626.000000 Penalty: 3779.205078
	Iteration 76Q: 3 clusters Score -1.432563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -14325623.000000 Penalty: 3779.205078
	Iteration 77Q: 3 clusters Score -1.432562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -14325624.000000 Penalty: 3779.205078
	Iteration 78Q: 3 clusters Score -1.432562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -14325631.000000 Penalty: 3779.205078
	Iteration 79Q: 3 clusters Score -1.432563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -14325637.000000 Penalty: 3779.205078
	Iteration 80F: 3 clusters Score -1.432564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -14325637.000000 Penalty: 3779.205078
	Iteration 81Q: 3 clusters Score -1.432564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -14325640.000000 Penalty: 3779.205078
	Iteration 82Q: 3 clusters Score -1.432564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 94195 members 
Entering Unmasked Estep 
Score: -14325636.000000 Penalty: 3779.205078
	Iteration 83Q: 3 clusters Score -1.432564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -14325643.000000 Penalty: 3779.205078
	Iteration 84Q: 3 clusters Score -1.432564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -14325650.000000 Penalty: 3779.205078
	Iteration 85Q: 3 clusters Score -1.432565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -14325646.000000 Penalty: 3779.205078
	Iteration 86Q: 3 clusters Score -1.432565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -14325656.000000 Penalty: 3779.205078
	Iteration 87Q: 3 clusters Score -1.432566e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -14325661.000000 Penalty: 3779.205078
	Iteration 88Q: 3 clusters Score -1.432566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -14325668.000000 Penalty: 3779.205078
	Iteration 89Q: 3 clusters Score -1.432567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -14325638.000000 Penalty: 3779.205078
	Iteration 90Q: 3 clusters Score -1.432564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -14325630.000000 Penalty: 3779.205078
	Iteration 91Q: 3 clusters Score -1.432563e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -14325633.000000 Penalty: 3779.205078
	Iteration 92Q: 3 clusters Score -1.432563e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -14325635.000000 Penalty: 3779.205078
	Iteration 93Q: 3 clusters Score -1.432564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -14325626.000000 Penalty: 3779.205078
	Iteration 94Q: 3 clusters Score -1.432563e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -14325646.000000 Penalty: 3779.205078
	Iteration 95Q: 3 clusters Score -1.432565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 94531 members 
Entering Unmasked Estep 
Score: -14325644.000000 Penalty: 3779.205078
	Iteration 96Q: 3 clusters Score -1.432564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -14325655.000000 Penalty: 3779.205078
	Iteration 97Q: 3 clusters Score -1.432566e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -14325663.000000 Penalty: 3779.205078
	Iteration 98Q: 3 clusters Score -1.432566e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -14325675.000000 Penalty: 3779.205078
	Iteration 99Q: 3 clusters Score -1.432568e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 94697 members 
Entering Unmasked Estep 
Score: -14325679.000000 Penalty: 3779.205078
	Iteration 100F: 3 clusters Score -1.432568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -14325689.000000 Penalty: 3779.205078
	Iteration 101Q: 3 clusters Score -1.432569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -14325699.000000 Penalty: 3779.205078
	Iteration 102Q: 3 clusters Score -1.43257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 94800 members 
Entering Unmasked Estep 
Score: -14325693.000000 Penalty: 3779.205078
	Iteration 103Q: 3 clusters Score -1.432569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -14325708.000000 Penalty: 3779.205078
	Iteration 104Q: 3 clusters Score -1.432571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -14325718.000000 Penalty: 3779.205078
	Iteration 105Q: 3 clusters Score -1.432572e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -14325727.000000 Penalty: 3779.205078
	Iteration 106Q: 3 clusters Score -1.432573e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -14325732.000000 Penalty: 3779.205078
	Iteration 107Q: 3 clusters Score -1.432573e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 95015 members 
Entering Unmasked Estep 
Score: -14325737.000000 Penalty: 3779.205078
	Iteration 108Q: 3 clusters Score -1.432574e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -14325741.000000 Penalty: 3779.205078
	Iteration 109Q: 3 clusters Score -1.432574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 95086 members 
Entering Unmasked Estep 
Score: -14325743.000000 Penalty: 3779.205078
	Iteration 110Q: 3 clusters Score -1.432574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -14325743.000000 Penalty: 3779.205078
	Iteration 111Q: 3 clusters Score -1.432574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -14325736.000000 Penalty: 3779.205078
	Iteration 112Q: 3 clusters Score -1.432574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -14325738.000000 Penalty: 3779.205078
	Iteration 113Q: 3 clusters Score -1.432574e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -14325740.000000 Penalty: 3779.205078
	Iteration 114Q: 3 clusters Score -1.432574e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -14325729.000000 Penalty: 3779.205078
	Iteration 115Q: 3 clusters Score -1.432573e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -14325736.000000 Penalty: 3779.205078
	Iteration 116Q: 3 clusters Score -1.432574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -14325746.000000 Penalty: 3779.205078
	Iteration 117Q: 3 clusters Score -1.432575e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -14325733.000000 Penalty: 3779.205078
	Iteration 118Q: 3 clusters Score -1.432573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -14325752.000000 Penalty: 3779.205078
	Iteration 119Q: 3 clusters Score -1.432575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -14325747.000000 Penalty: 3779.205078
	Iteration 120F: 3 clusters Score -1.432575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -14325747.000000 Penalty: 3779.205078
	Iteration 121Q: 3 clusters Score -1.432575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -14325737.000000 Penalty: 3779.205078
	Iteration 122Q: 3 clusters Score -1.432574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -14325754.000000 Penalty: 3779.205078
	Iteration 123Q: 3 clusters Score -1.432575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -14325753.000000 Penalty: 3779.205078
	Iteration 124Q: 3 clusters Score -1.432575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -14325753.000000 Penalty: 3779.205078
	Iteration 125Q: 3 clusters Score -1.432575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 95584 members 
Entering Unmasked Estep 
Score: -14325754.000000 Penalty: 3779.205078
	Iteration 126Q: 3 clusters Score -1.432575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -14325761.000000 Penalty: 3779.205078
	Iteration 127Q: 3 clusters Score -1.432576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -14325756.000000 Penalty: 3779.205078
	Iteration 128Q: 3 clusters Score -1.432576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 95618 members 
Entering Unmasked Estep 
Score: -14325739.000000 Penalty: 3779.205078
	Iteration 129Q: 3 clusters Score -1.432574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -14325738.000000 Penalty: 3779.205078
	Iteration 130Q: 3 clusters Score -1.432574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -14325745.000000 Penalty: 3779.205078
	Iteration 131Q: 3 clusters Score -1.432574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -14325743.000000 Penalty: 3779.205078
	Iteration 132Q: 3 clusters Score -1.432574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -14325751.000000 Penalty: 3779.205078
	Iteration 133Q: 3 clusters Score -1.432575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -14325750.000000 Penalty: 3779.205078
	Iteration 134Q: 3 clusters Score -1.432575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -14325749.000000 Penalty: 3779.205078
	Iteration 135Q: 3 clusters Score -1.432575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -14325751.000000 Penalty: 3779.205078
	Iteration 136Q: 3 clusters Score -1.432575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -14325741.000000 Penalty: 3779.205078
	Iteration 137Q: 3 clusters Score -1.432574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -14325741.000000 Penalty: 3779.205078
	Iteration 138F: 3 clusters Score -1.432574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 99094 members 
Mstep: Class 5 contains 105869 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124390 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 16577 members 
Mstep: Class 10 contains 32592 members 
Mstep: Class 11 contains 17890 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22338 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 95655 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31613 members 
Entering Unmasked Estep 
Score: -72800400.000000 Penalty: 40969.332031
Splitting cluster 9 changes total score from -72798272.000000 to -72800400.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (32592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Entering Unmasked Estep 
Score: -4190726.250000 Penalty: 1688.671021
	Iteration 0F: 2 clusters Score -4190726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -4168858.750000 Penalty: 3377.342041
	Iteration 0F: 3 clusters Score -4168859 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4177220.750000 Penalty: 3377.342041
	Iteration 1F: 3 clusters Score -4177221 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4177680.750000 Penalty: 3377.342041
	Iteration 2Q: 3 clusters Score -4177681 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -4178160.750000 Penalty: 3377.342041
	Iteration 3Q: 3 clusters Score -4178161 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4178697.000000 Penalty: 3377.342041
	Iteration 4Q: 3 clusters Score -4178697 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4179349.750000 Penalty: 3377.342041
	Iteration 5Q: 3 clusters Score -4179350 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4180151.500000 Penalty: 3377.342041
	Iteration 6Q: 3 clusters Score -4180152 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -4181224.750000 Penalty: 3377.342041
	Iteration 7Q: 3 clusters Score -4181225 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -4182515.500000 Penalty: 3377.342041
	Iteration 8F: 3 clusters Score -4182516 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4183797.500000 Penalty: 3377.342041
	Iteration 9F: 3 clusters Score -4183798 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4184696.500000 Penalty: 3377.342041
	Iteration 10Q: 3 clusters Score -4184696 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4185147.250000 Penalty: 3377.342041
	Iteration 11Q: 3 clusters Score -4185147 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4185402.250000 Penalty: 3377.342041
	Iteration 12Q: 3 clusters Score -4185402 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4185568.000000 Penalty: 3377.342041
	Iteration 13Q: 3 clusters Score -4185568 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -4185703.750000 Penalty: 3377.342041
	Iteration 14Q: 3 clusters Score -4185704 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -4185837.500000 Penalty: 3377.342041
	Iteration 15Q: 3 clusters Score -4185838 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -4185932.250000 Penalty: 3377.342041
	Iteration 16Q: 3 clusters Score -4185932 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -4186035.750000 Penalty: 3377.342041
	Iteration 17Q: 3 clusters Score -4186036 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4186142.750000 Penalty: 3377.342041
	Iteration 18Q: 3 clusters Score -4186143 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4186262.750000 Penalty: 3377.342041
	Iteration 19Q: 3 clusters Score -4186263 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -4186400.750000 Penalty: 3377.342041
	Iteration 20F: 3 clusters Score -4186401 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4186528.750000 Penalty: 3377.342041
	Iteration 21Q: 3 clusters Score -4186529 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4186656.000000 Penalty: 3377.342041
	Iteration 22Q: 3 clusters Score -4186656 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4186783.000000 Penalty: 3377.342041
	Iteration 23Q: 3 clusters Score -4186783 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -4186880.250000 Penalty: 3377.342041
	Iteration 24Q: 3 clusters Score -4186880 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -4186999.500000 Penalty: 3377.342041
	Iteration 25Q: 3 clusters Score -4187000 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -4187141.750000 Penalty: 3377.342041
	Iteration 26Q: 3 clusters Score -4187142 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4187269.000000 Penalty: 3377.342041
	Iteration 27Q: 3 clusters Score -4187269 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4187388.250000 Penalty: 3377.342041
	Iteration 28Q: 3 clusters Score -4187388 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4187513.000000 Penalty: 3377.342041
	Iteration 29Q: 3 clusters Score -4187513 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -4187676.750000 Penalty: 3377.342041
	Iteration 30Q: 3 clusters Score -4187677 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4187799.000000 Penalty: 3377.342041
	Iteration 31Q: 3 clusters Score -4187799 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4187923.500000 Penalty: 3377.342041
	Iteration 32Q: 3 clusters Score -4187924 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -4188075.750000 Penalty: 3377.342041
	Iteration 33Q: 3 clusters Score -4188076 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4188218.000000 Penalty: 3377.342041
	Iteration 34Q: 3 clusters Score -4188218 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4188357.250000 Penalty: 3377.342041
	Iteration 35Q: 3 clusters Score -4188357 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4188459.500000 Penalty: 3377.342041
	Iteration 36Q: 3 clusters Score -4188460 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -4188561.750000 Penalty: 3377.342041
	Iteration 37Q: 3 clusters Score -4188562 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4188655.000000 Penalty: 3377.342041
	Iteration 38Q: 3 clusters Score -4188655 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4188741.250000 Penalty: 3377.342041
	Iteration 39Q: 3 clusters Score -4188741 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4188825.250000 Penalty: 3377.342041
	Iteration 40F: 3 clusters Score -4188825 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -4188890.750000 Penalty: 3377.342041
	Iteration 41Q: 3 clusters Score -4188891 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4188954.250000 Penalty: 3377.342041
	Iteration 42Q: 3 clusters Score -4188954 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4189013.500000 Penalty: 3377.342041
	Iteration 43Q: 3 clusters Score -4189014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4189057.000000 Penalty: 3377.342041
	Iteration 44Q: 3 clusters Score -4189057 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -4189098.500000 Penalty: 3377.342041
	Iteration 45Q: 3 clusters Score -4189098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -4189123.250000 Penalty: 3377.342041
	Iteration 46Q: 3 clusters Score -4189123 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4189150.000000 Penalty: 3377.342041
	Iteration 47Q: 3 clusters Score -4189150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4189166.250000 Penalty: 3377.342041
	Iteration 48Q: 3 clusters Score -4189166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4189166.500000 Penalty: 3377.342041
	Iteration 49Q: 3 clusters Score -4189166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4189172.500000 Penalty: 3377.342041
	Iteration 50Q: 3 clusters Score -4189172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4189184.750000 Penalty: 3377.342041
	Iteration 51Q: 3 clusters Score -4189185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4189200.000000 Penalty: 3377.342041
	Iteration 52Q: 3 clusters Score -4189200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4189215.000000 Penalty: 3377.342041
	Iteration 53Q: 3 clusters Score -4189215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4189217.500000 Penalty: 3377.342041
	Iteration 54Q: 3 clusters Score -4189218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4189223.250000 Penalty: 3377.342041
	Iteration 55Q: 3 clusters Score -4189223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4189222.500000 Penalty: 3377.342041
	Iteration 56Q: 3 clusters Score -4189222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4189230.750000 Penalty: 3377.342041
	Iteration 57Q: 3 clusters Score -4189231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4189240.500000 Penalty: 3377.342041
	Iteration 58Q: 3 clusters Score -4189240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4189242.500000 Penalty: 3377.342041
	Iteration 59Q: 3 clusters Score -4189242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4189245.000000 Penalty: 3377.342041
	Iteration 60F: 3 clusters Score -4189245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4189241.500000 Penalty: 3377.342041
	Iteration 61Q: 3 clusters Score -4189242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -4189247.000000 Penalty: 3377.342041
	Iteration 62Q: 3 clusters Score -4189247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -4189249.000000 Penalty: 3377.342041
	Iteration 63Q: 3 clusters Score -4189249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4189257.500000 Penalty: 3377.342041
	Iteration 64Q: 3 clusters Score -4189258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4189259.250000 Penalty: 3377.342041
	Iteration 65Q: 3 clusters Score -4189259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4189262.500000 Penalty: 3377.342041
	Iteration 66Q: 3 clusters Score -4189262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4189265.500000 Penalty: 3377.342041
	Iteration 67Q: 3 clusters Score -4189266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4189268.000000 Penalty: 3377.342041
	Iteration 68Q: 3 clusters Score -4189268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4189269.500000 Penalty: 3377.342041
	Iteration 69Q: 3 clusters Score -4189270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4189271.750000 Penalty: 3377.342041
	Iteration 70Q: 3 clusters Score -4189272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4189277.500000 Penalty: 3377.342041
	Iteration 71Q: 3 clusters Score -4189278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4189280.000000 Penalty: 3377.342041
	Iteration 72Q: 3 clusters Score -4189280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4189280.000000 Penalty: 3377.342041
	Iteration 73F: 3 clusters Score -4189280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Entering Unmasked Estep 
Score: -2325057.000000 Penalty: 1591.199463
	Iteration 0F: 2 clusters Score -2325057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2312885.750000 Penalty: 3182.398926
	Iteration 0F: 3 clusters Score -2312886 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2317185.750000 Penalty: 3182.398926
	Iteration 1F: 3 clusters Score -2317186 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2317444.000000 Penalty: 3182.398926
	Iteration 2Q: 3 clusters Score -2317444 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2317638.250000 Penalty: 3182.398926
	Iteration 3Q: 3 clusters Score -2317638 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2317789.750000 Penalty: 3182.398926
	Iteration 4Q: 3 clusters Score -2317790 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2317930.500000 Penalty: 3182.398926
	Iteration 5Q: 3 clusters Score -2317930 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2318083.500000 Penalty: 3182.398926
	Iteration 6Q: 3 clusters Score -2318084 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2318259.250000 Penalty: 3182.398926
	Iteration 7Q: 3 clusters Score -2318259 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2318459.750000 Penalty: 3182.398926
	Iteration 8Q: 3 clusters Score -2318460 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2318716.500000 Penalty: 3182.398926
	Iteration 9Q: 3 clusters Score -2318716 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2319090.500000 Penalty: 3182.398926
	Iteration 10Q: 3 clusters Score -2319090 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2319609.250000 Penalty: 3182.398926
	Iteration 11Q: 3 clusters Score -2319609 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2320229.250000 Penalty: 3182.398926
	Iteration 12Q: 3 clusters Score -2320229 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2320837.250000 Penalty: 3182.398926
	Iteration 13Q: 3 clusters Score -2320837 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2321405.000000 Penalty: 3182.398926
	Iteration 14Q: 3 clusters Score -2321405 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2321892.500000 Penalty: 3182.398926
	Iteration 15Q: 3 clusters Score -2321892 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2322292.250000 Penalty: 3182.398926
	Iteration 16Q: 3 clusters Score -2322292 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2322616.750000 Penalty: 3182.398926
	Iteration 17Q: 3 clusters Score -2322617 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2322871.000000 Penalty: 3182.398926
	Iteration 18Q: 3 clusters Score -2322871 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2323081.250000 Penalty: 3182.398926
	Iteration 19Q: 3 clusters Score -2323081 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2323237.000000 Penalty: 3182.398926
	Iteration 20F: 3 clusters Score -2323237 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2323361.500000 Penalty: 3182.398926
	Iteration 21Q: 3 clusters Score -2323362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2323442.000000 Penalty: 3182.398926
	Iteration 22Q: 3 clusters Score -2323442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2323501.000000 Penalty: 3182.398926
	Iteration 23Q: 3 clusters Score -2323501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2323553.250000 Penalty: 3182.398926
	Iteration 24Q: 3 clusters Score -2323553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2323577.500000 Penalty: 3182.398926
	Iteration 25Q: 3 clusters Score -2323578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2323595.000000 Penalty: 3182.398926
	Iteration 26Q: 3 clusters Score -2323595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2323608.500000 Penalty: 3182.398926
	Iteration 27Q: 3 clusters Score -2323608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2323618.000000 Penalty: 3182.398926
	Iteration 28Q: 3 clusters Score -2323618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2323623.250000 Penalty: 3182.398926
	Iteration 29Q: 3 clusters Score -2323623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2323627.750000 Penalty: 3182.398926
	Iteration 30Q: 3 clusters Score -2323628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2323632.250000 Penalty: 3182.398926
	Iteration 31Q: 3 clusters Score -2323632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2323638.000000 Penalty: 3182.398926
	Iteration 32Q: 3 clusters Score -2323638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2323639.250000 Penalty: 3182.398926
	Iteration 33Q: 3 clusters Score -2323639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2323643.250000 Penalty: 3182.398926
	Iteration 34Q: 3 clusters Score -2323643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2323646.000000 Penalty: 3182.398926
	Iteration 35Q: 3 clusters Score -2323646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2323645.250000 Penalty: 3182.398926
	Iteration 36Q: 3 clusters Score -2323645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2323647.000000 Penalty: 3182.398926
	Iteration 37Q: 3 clusters Score -2323647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2323647.000000 Penalty: 3182.398926
	Iteration 38F: 3 clusters Score -2323647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -269050.312500 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -269050.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -266841.343750 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -266841.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -267373.156250 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -267373.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -267560.843750 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -267560.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -267713.468750 Penalty: 2500.529541
	Iteration 3F: 3 clusters Score -267713.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -267838.218750 Penalty: 2500.529541
	Iteration 4F: 3 clusters Score -267838.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -267964.437500 Penalty: 2500.529541
	Iteration 5F: 3 clusters Score -267964.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -268054.687500 Penalty: 2500.529541
	Iteration 6F: 3 clusters Score -268054.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -268115.625000 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -268115.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -268169.062500 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -268169.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -268222.343750 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -268222.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -268267.656250 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -268267.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -268295.781250 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -268295.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -268313.000000 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -268313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -268329.375000 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -268329.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -268341.687500 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -268341.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -268349.468750 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -268349.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -268353.593750 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -268353.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -268357.281250 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -268357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -268358.312500 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -268358.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -268360.687500 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -268360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -268363.812500 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -268363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -268365.281250 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -268365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -268365.562500 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -268365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -268365.562500 Penalty: 2500.529541
	Iteration 23F: 3 clusters Score -268365.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Entering Unmasked Estep 
Score: -2884604.250000 Penalty: 1627.282227
	Iteration 0F: 2 clusters Score -2884604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2869444.750000 Penalty: 3254.564453
	Iteration 0F: 3 clusters Score -2869445 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2875422.250000 Penalty: 3254.564453
	Iteration 1F: 3 clusters Score -2875422 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2876375.500000 Penalty: 3254.564453
	Iteration 2F: 3 clusters Score -2876376 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2877809.000000 Penalty: 3254.564453
	Iteration 3F: 3 clusters Score -2877809 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2879409.250000 Penalty: 3254.564453
	Iteration 4F: 3 clusters Score -2879409 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2880945.500000 Penalty: 3254.564453
	Iteration 5F: 3 clusters Score -2880946 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2882056.000000 Penalty: 3254.564453
	Iteration 6F: 3 clusters Score -2882056 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2882619.000000 Penalty: 3254.564453
	Iteration 7Q: 3 clusters Score -2882619 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2882851.250000 Penalty: 3254.564453
	Iteration 8Q: 3 clusters Score -2882851 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2882955.000000 Penalty: 3254.564453
	Iteration 9Q: 3 clusters Score -2882955 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2883032.500000 Penalty: 3254.564453
	Iteration 10Q: 3 clusters Score -2883032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2883055.500000 Penalty: 3254.564453
	Iteration 11Q: 3 clusters Score -2883056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2883088.000000 Penalty: 3254.564453
	Iteration 12Q: 3 clusters Score -2883088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2883107.250000 Penalty: 3254.564453
	Iteration 13Q: 3 clusters Score -2883107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2883130.000000 Penalty: 3254.564453
	Iteration 14Q: 3 clusters Score -2883130 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2883149.500000 Penalty: 3254.564453
	Iteration 15Q: 3 clusters Score -2883150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2883170.750000 Penalty: 3254.564453
	Iteration 16Q: 3 clusters Score -2883171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2883189.000000 Penalty: 3254.564453
	Iteration 17Q: 3 clusters Score -2883189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2883205.250000 Penalty: 3254.564453
	Iteration 18Q: 3 clusters Score -2883205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2883227.750000 Penalty: 3254.564453
	Iteration 19Q: 3 clusters Score -2883228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2883244.500000 Penalty: 3254.564453
	Iteration 20F: 3 clusters Score -2883244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2883248.500000 Penalty: 3254.564453
	Iteration 21Q: 3 clusters Score -2883248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2883260.750000 Penalty: 3254.564453
	Iteration 22Q: 3 clusters Score -2883261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2883265.250000 Penalty: 3254.564453
	Iteration 23Q: 3 clusters Score -2883265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2883271.250000 Penalty: 3254.564453
	Iteration 24Q: 3 clusters Score -2883271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2883286.500000 Penalty: 3254.564453
	Iteration 25Q: 3 clusters Score -2883286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2883294.500000 Penalty: 3254.564453
	Iteration 26Q: 3 clusters Score -2883294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2883309.750000 Penalty: 3254.564453
	Iteration 27Q: 3 clusters Score -2883310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2883324.250000 Penalty: 3254.564453
	Iteration 28Q: 3 clusters Score -2883324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2883332.750000 Penalty: 3254.564453
	Iteration 29Q: 3 clusters Score -2883333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2883338.000000 Penalty: 3254.564453
	Iteration 30Q: 3 clusters Score -2883338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2883343.500000 Penalty: 3254.564453
	Iteration 31Q: 3 clusters Score -2883344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2883348.000000 Penalty: 3254.564453
	Iteration 32Q: 3 clusters Score -2883348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2883351.750000 Penalty: 3254.564453
	Iteration 33Q: 3 clusters Score -2883352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2883352.750000 Penalty: 3254.564453
	Iteration 34Q: 3 clusters Score -2883353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2883353.000000 Penalty: 3254.564453
	Iteration 35Q: 3 clusters Score -2883353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2883353.250000 Penalty: 3254.564453
	Iteration 36Q: 3 clusters Score -2883353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2883354.250000 Penalty: 3254.564453
	Iteration 37Q: 3 clusters Score -2883354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2883359.000000 Penalty: 3254.564453
	Iteration 38Q: 3 clusters Score -2883359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2883359.500000 Penalty: 3254.564453
	Iteration 39Q: 3 clusters Score -2883360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2883362.750000 Penalty: 3254.564453
	Iteration 40F: 3 clusters Score -2883363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2883367.250000 Penalty: 3254.564453
	Iteration 41Q: 3 clusters Score -2883367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2883366.500000 Penalty: 3254.564453
	Iteration 42Q: 3 clusters Score -2883366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2883374.500000 Penalty: 3254.564453
	Iteration 43Q: 3 clusters Score -2883374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2883371.750000 Penalty: 3254.564453
	Iteration 44Q: 3 clusters Score -2883372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2883379.000000 Penalty: 3254.564453
	Iteration 45Q: 3 clusters Score -2883379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2883387.250000 Penalty: 3254.564453
	Iteration 46Q: 3 clusters Score -2883387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2883389.000000 Penalty: 3254.564453
	Iteration 47Q: 3 clusters Score -2883389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2883397.750000 Penalty: 3254.564453
	Iteration 48Q: 3 clusters Score -2883398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2883395.750000 Penalty: 3254.564453
	Iteration 49Q: 3 clusters Score -2883396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2883399.250000 Penalty: 3254.564453
	Iteration 50Q: 3 clusters Score -2883399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2883402.250000 Penalty: 3254.564453
	Iteration 51Q: 3 clusters Score -2883402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2883405.250000 Penalty: 3254.564453
	Iteration 52Q: 3 clusters Score -2883405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2883403.250000 Penalty: 3254.564453
	Iteration 53Q: 3 clusters Score -2883403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2883402.750000 Penalty: 3254.564453
	Iteration 54Q: 3 clusters Score -2883403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2883405.250000 Penalty: 3254.564453
	Iteration 55Q: 3 clusters Score -2883405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2883407.500000 Penalty: 3254.564453
	Iteration 56Q: 3 clusters Score -2883408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2883407.000000 Penalty: 3254.564453
	Iteration 57Q: 3 clusters Score -2883407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2883410.500000 Penalty: 3254.564453
	Iteration 58Q: 3 clusters Score -2883410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2883407.750000 Penalty: 3254.564453
	Iteration 59Q: 3 clusters Score -2883408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2883406.000000 Penalty: 3254.564453
	Iteration 60F: 3 clusters Score -2883406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2883405.250000 Penalty: 3254.564453
	Iteration 61Q: 3 clusters Score -2883405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2883405.250000 Penalty: 3254.564453
	Iteration 62F: 3 clusters Score -2883405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -234482.734375 Penalty: 1220.266968
	Iteration 0F: 2 clusters Score -234482.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -232462.890625 Penalty: 2440.533936
	Iteration 0F: 3 clusters Score -232462.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232854.968750 Penalty: 2440.533936
	Iteration 1F: 3 clusters Score -232855 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -232936.156250 Penalty: 2440.533936
	Iteration 2F: 3 clusters Score -232936.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232974.625000 Penalty: 2440.533936
	Iteration 3Q: 3 clusters Score -232974.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -233001.031250 Penalty: 2440.533936
	Iteration 4Q: 3 clusters Score -233001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -233021.484375 Penalty: 2440.533936
	Iteration 5Q: 3 clusters Score -233021.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -233042.812500 Penalty: 2440.533936
	Iteration 6Q: 3 clusters Score -233042.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -233055.718750 Penalty: 2440.533936
	Iteration 7Q: 3 clusters Score -233055.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -233066.859375 Penalty: 2440.533936
	Iteration 8Q: 3 clusters Score -233066.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -233073.062500 Penalty: 2440.533936
	Iteration 9Q: 3 clusters Score -233073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -233076.343750 Penalty: 2440.533936
	Iteration 10Q: 3 clusters Score -233076.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -233078.187500 Penalty: 2440.533936
	Iteration 11Q: 3 clusters Score -233078.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -233080.875000 Penalty: 2440.533936
	Iteration 12Q: 3 clusters Score -233080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -233085.390625 Penalty: 2440.533936
	Iteration 13Q: 3 clusters Score -233085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -233089.328125 Penalty: 2440.533936
	Iteration 14Q: 3 clusters Score -233089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -233091.250000 Penalty: 2440.533936
	Iteration 15Q: 3 clusters Score -233091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -233091.250000 Penalty: 2440.533936
	Iteration 16F: 3 clusters Score -233091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -565224.125000 Penalty: 1363.270874
	Iteration 0F: 2 clusters Score -565224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -561641.250000 Penalty: 2726.541748
	Iteration 0F: 3 clusters Score -561641.2 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -562608.000000 Penalty: 2726.541748
	Iteration 1F: 3 clusters Score -562608 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -562740.125000 Penalty: 2726.541748
	Iteration 2F: 3 clusters Score -562740.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -562810.062500 Penalty: 2726.541748
	Iteration 3Q: 3 clusters Score -562810.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -562858.562500 Penalty: 2726.541748
	Iteration 4Q: 3 clusters Score -562858.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -562900.187500 Penalty: 2726.541748
	Iteration 5Q: 3 clusters Score -562900.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -562931.375000 Penalty: 2726.541748
	Iteration 6Q: 3 clusters Score -562931.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -562953.562500 Penalty: 2726.541748
	Iteration 7Q: 3 clusters Score -562953.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -562975.750000 Penalty: 2726.541748
	Iteration 8Q: 3 clusters Score -562975.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -562998.437500 Penalty: 2726.541748
	Iteration 9Q: 3 clusters Score -562998.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -563011.937500 Penalty: 2726.541748
	Iteration 10Q: 3 clusters Score -563011.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -563025.125000 Penalty: 2726.541748
	Iteration 11Q: 3 clusters Score -563025.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -563038.437500 Penalty: 2726.541748
	Iteration 12Q: 3 clusters Score -563038.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -563052.437500 Penalty: 2726.541748
	Iteration 13Q: 3 clusters Score -563052.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -563074.937500 Penalty: 2726.541748
	Iteration 14Q: 3 clusters Score -563074.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -563101.875000 Penalty: 2726.541748
	Iteration 15Q: 3 clusters Score -563101.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -563138.312500 Penalty: 2726.541748
	Iteration 16Q: 3 clusters Score -563138.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -563183.437500 Penalty: 2726.541748
	Iteration 17Q: 3 clusters Score -563183.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -563223.937500 Penalty: 2726.541748
	Iteration 18Q: 3 clusters Score -563223.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -563271.625000 Penalty: 2726.541748
	Iteration 19Q: 3 clusters Score -563271.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -563324.062500 Penalty: 2726.541748
	Iteration 20F: 3 clusters Score -563324.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -563387.375000 Penalty: 2726.541748
	Iteration 21Q: 3 clusters Score -563387.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -563450.625000 Penalty: 2726.541748
	Iteration 22Q: 3 clusters Score -563450.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -563509.937500 Penalty: 2726.541748
	Iteration 23Q: 3 clusters Score -563509.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -563578.812500 Penalty: 2726.541748
	Iteration 24Q: 3 clusters Score -563578.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -563656.375000 Penalty: 2726.541748
	Iteration 25Q: 3 clusters Score -563656.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -563744.625000 Penalty: 2726.541748
	Iteration 26Q: 3 clusters Score -563744.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -563808.062500 Penalty: 2726.541748
	Iteration 27Q: 3 clusters Score -563808.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -563854.500000 Penalty: 2726.541748
	Iteration 28Q: 3 clusters Score -563854.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -563886.375000 Penalty: 2726.541748
	Iteration 29Q: 3 clusters Score -563886.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -563911.250000 Penalty: 2726.541748
	Iteration 30Q: 3 clusters Score -563911.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -563927.625000 Penalty: 2726.541748
	Iteration 31Q: 3 clusters Score -563927.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -563943.125000 Penalty: 2726.541748
	Iteration 32Q: 3 clusters Score -563943.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -563957.125000 Penalty: 2726.541748
	Iteration 33Q: 3 clusters Score -563957.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -563962.187500 Penalty: 2726.541748
	Iteration 34Q: 3 clusters Score -563962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -563966.937500 Penalty: 2726.541748
	Iteration 35Q: 3 clusters Score -563966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -563970.125000 Penalty: 2726.541748
	Iteration 36Q: 3 clusters Score -563970.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -563976.125000 Penalty: 2726.541748
	Iteration 37Q: 3 clusters Score -563976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -563980.687500 Penalty: 2726.541748
	Iteration 38Q: 3 clusters Score -563980.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -563988.000000 Penalty: 2726.541748
	Iteration 39Q: 3 clusters Score -563988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -563998.687500 Penalty: 2726.541748
	Iteration 40F: 3 clusters Score -563998.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -564007.812500 Penalty: 2726.541748
	Iteration 41Q: 3 clusters Score -564007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -564010.937500 Penalty: 2726.541748
	Iteration 42Q: 3 clusters Score -564010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -564014.375000 Penalty: 2726.541748
	Iteration 43Q: 3 clusters Score -564014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -564017.000000 Penalty: 2726.541748
	Iteration 44Q: 3 clusters Score -564017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -564019.062500 Penalty: 2726.541748
	Iteration 45Q: 3 clusters Score -564019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -564020.062500 Penalty: 2726.541748
	Iteration 46Q: 3 clusters Score -564020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -564020.687500 Penalty: 2726.541748
	Iteration 47Q: 3 clusters Score -564020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -564020.812500 Penalty: 2726.541748
	Iteration 48Q: 3 clusters Score -564020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -564022.000000 Penalty: 2726.541748
	Iteration 49Q: 3 clusters Score -564022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -564022.187500 Penalty: 2726.541748
	Iteration 50Q: 3 clusters Score -564022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -564023.187500 Penalty: 2726.541748
	Iteration 51Q: 3 clusters Score -564023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -564023.500000 Penalty: 2726.541748
	Iteration 52Q: 3 clusters Score -564023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -564025.375000 Penalty: 2726.541748
	Iteration 53Q: 3 clusters Score -564025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -564025.750000 Penalty: 2726.541748
	Iteration 54Q: 3 clusters Score -564025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -564026.437500 Penalty: 2726.541748
	Iteration 55Q: 3 clusters Score -564026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -564027.875000 Penalty: 2726.541748
	Iteration 56Q: 3 clusters Score -564027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -564027.500000 Penalty: 2726.541748
	Iteration 57Q: 3 clusters Score -564027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -564028.875000 Penalty: 2726.541748
	Iteration 58Q: 3 clusters Score -564028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -564029.312500 Penalty: 2726.541748
	Iteration 59Q: 3 clusters Score -564029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -564029.312500 Penalty: 2726.541748
	Iteration 60F: 3 clusters Score -564029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Entering Unmasked Estep 
Score: -2222083.750000 Penalty: 1589.574585
	Iteration 0F: 2 clusters Score -2222084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2209964.750000 Penalty: 3179.149170
	Iteration 0F: 3 clusters Score -2209965 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2214314.500000 Penalty: 3179.149170
	Iteration 1F: 3 clusters Score -2214314 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2214625.250000 Penalty: 3179.149170
	Iteration 2Q: 3 clusters Score -2214625 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2214925.250000 Penalty: 3179.149170
	Iteration 3Q: 3 clusters Score -2214925 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2215253.000000 Penalty: 3179.149170
	Iteration 4Q: 3 clusters Score -2215253 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2215608.250000 Penalty: 3179.149170
	Iteration 5Q: 3 clusters Score -2215608 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2216031.000000 Penalty: 3179.149170
	Iteration 6Q: 3 clusters Score -2216031 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2216489.250000 Penalty: 3179.149170
	Iteration 7Q: 3 clusters Score -2216489 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2216978.000000 Penalty: 3179.149170
	Iteration 8F: 3 clusters Score -2216978 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2217411.000000 Penalty: 3179.149170
	Iteration 9Q: 3 clusters Score -2217411 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2217772.000000 Penalty: 3179.149170
	Iteration 10Q: 3 clusters Score -2217772 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2218034.750000 Penalty: 3179.149170
	Iteration 11Q: 3 clusters Score -2218035 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2218203.250000 Penalty: 3179.149170
	Iteration 12Q: 3 clusters Score -2218203 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2218314.000000 Penalty: 3179.149170
	Iteration 13Q: 3 clusters Score -2218314 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2218416.250000 Penalty: 3179.149170
	Iteration 14Q: 3 clusters Score -2218416 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2218503.750000 Penalty: 3179.149170
	Iteration 15Q: 3 clusters Score -2218504 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2218597.000000 Penalty: 3179.149170
	Iteration 16Q: 3 clusters Score -2218597 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2218705.500000 Penalty: 3179.149170
	Iteration 17Q: 3 clusters Score -2218706 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2218810.750000 Penalty: 3179.149170
	Iteration 18Q: 3 clusters Score -2218811 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2218927.750000 Penalty: 3179.149170
	Iteration 19Q: 3 clusters Score -2218928 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2219036.250000 Penalty: 3179.149170
	Iteration 20F: 3 clusters Score -2219036 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2219143.000000 Penalty: 3179.149170
	Iteration 21Q: 3 clusters Score -2219143 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2219251.500000 Penalty: 3179.149170
	Iteration 22Q: 3 clusters Score -2219252 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2219366.000000 Penalty: 3179.149170
	Iteration 23Q: 3 clusters Score -2219366 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2219497.500000 Penalty: 3179.149170
	Iteration 24Q: 3 clusters Score -2219498 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2219624.000000 Penalty: 3179.149170
	Iteration 25Q: 3 clusters Score -2219624 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2219731.000000 Penalty: 3179.149170
	Iteration 26Q: 3 clusters Score -2219731 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2219857.250000 Penalty: 3179.149170
	Iteration 27Q: 3 clusters Score -2219857 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2219968.000000 Penalty: 3179.149170
	Iteration 28Q: 3 clusters Score -2219968 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2220062.250000 Penalty: 3179.149170
	Iteration 29Q: 3 clusters Score -2220062 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2220156.750000 Penalty: 3179.149170
	Iteration 30Q: 3 clusters Score -2220157 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2220218.750000 Penalty: 3179.149170
	Iteration 31Q: 3 clusters Score -2220219 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2220255.750000 Penalty: 3179.149170
	Iteration 32Q: 3 clusters Score -2220256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2220323.750000 Penalty: 3179.149170
	Iteration 33Q: 3 clusters Score -2220324 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2220378.000000 Penalty: 3179.149170
	Iteration 34Q: 3 clusters Score -2220378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2220417.750000 Penalty: 3179.149170
	Iteration 35Q: 3 clusters Score -2220418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2220458.500000 Penalty: 3179.149170
	Iteration 36Q: 3 clusters Score -2220458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2220493.000000 Penalty: 3179.149170
	Iteration 37Q: 3 clusters Score -2220493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2220519.500000 Penalty: 3179.149170
	Iteration 38Q: 3 clusters Score -2220520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2220536.750000 Penalty: 3179.149170
	Iteration 39Q: 3 clusters Score -2220537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2220549.500000 Penalty: 3179.149170
	Iteration 40F: 3 clusters Score -2220550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2220561.500000 Penalty: 3179.149170
	Iteration 41Q: 3 clusters Score -2220562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2220577.250000 Penalty: 3179.149170
	Iteration 42Q: 3 clusters Score -2220577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2220587.000000 Penalty: 3179.149170
	Iteration 43Q: 3 clusters Score -2220587 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2220594.250000 Penalty: 3179.149170
	Iteration 44Q: 3 clusters Score -2220594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2220603.000000 Penalty: 3179.149170
	Iteration 45Q: 3 clusters Score -2220603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2220612.000000 Penalty: 3179.149170
	Iteration 46Q: 3 clusters Score -2220612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2220613.750000 Penalty: 3179.149170
	Iteration 47Q: 3 clusters Score -2220614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2220623.500000 Penalty: 3179.149170
	Iteration 48Q: 3 clusters Score -2220624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2220628.250000 Penalty: 3179.149170
	Iteration 49Q: 3 clusters Score -2220628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2220635.500000 Penalty: 3179.149170
	Iteration 50Q: 3 clusters Score -2220636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2220633.000000 Penalty: 3179.149170
	Iteration 51Q: 3 clusters Score -2220633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2220637.500000 Penalty: 3179.149170
	Iteration 52Q: 3 clusters Score -2220638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2220637.000000 Penalty: 3179.149170
	Iteration 53Q: 3 clusters Score -2220637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2220637.500000 Penalty: 3179.149170
	Iteration 54Q: 3 clusters Score -2220638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2220643.500000 Penalty: 3179.149170
	Iteration 55Q: 3 clusters Score -2220644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2220645.250000 Penalty: 3179.149170
	Iteration 56Q: 3 clusters Score -2220645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2220645.500000 Penalty: 3179.149170
	Iteration 57Q: 3 clusters Score -2220646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2220648.750000 Penalty: 3179.149170
	Iteration 58Q: 3 clusters Score -2220649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2220650.250000 Penalty: 3179.149170
	Iteration 59Q: 3 clusters Score -2220650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2220652.000000 Penalty: 3179.149170
	Iteration 60F: 3 clusters Score -2220652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2220656.500000 Penalty: 3179.149170
	Iteration 61Q: 3 clusters Score -2220656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2220657.000000 Penalty: 3179.149170
	Iteration 62Q: 3 clusters Score -2220657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2220653.000000 Penalty: 3179.149170
	Iteration 63Q: 3 clusters Score -2220653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2220651.250000 Penalty: 3179.149170
	Iteration 64Q: 3 clusters Score -2220651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2220654.500000 Penalty: 3179.149170
	Iteration 65Q: 3 clusters Score -2220654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2220653.250000 Penalty: 3179.149170
	Iteration 66Q: 3 clusters Score -2220653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2220653.750000 Penalty: 3179.149170
	Iteration 67Q: 3 clusters Score -2220654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2220653.750000 Penalty: 3179.149170
	Iteration 68Q: 3 clusters Score -2220654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2220653.000000 Penalty: 3179.149170
	Iteration 69Q: 3 clusters Score -2220653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2220660.250000 Penalty: 3179.149170
	Iteration 70Q: 3 clusters Score -2220660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2220659.750000 Penalty: 3179.149170
	Iteration 71Q: 3 clusters Score -2220660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2220661.000000 Penalty: 3179.149170
	Iteration 72Q: 3 clusters Score -2220661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2220660.250000 Penalty: 3179.149170
	Iteration 73Q: 3 clusters Score -2220660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2220660.750000 Penalty: 3179.149170
	Iteration 74Q: 3 clusters Score -2220661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2220661.500000 Penalty: 3179.149170
	Iteration 75Q: 3 clusters Score -2220662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2220658.750000 Penalty: 3179.149170
	Iteration 76Q: 3 clusters Score -2220659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2220661.500000 Penalty: 3179.149170
	Iteration 77Q: 3 clusters Score -2220662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2220661.500000 Penalty: 3179.149170
	Iteration 78F: 3 clusters Score -2220662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -426120.156250 Penalty: 1322.943359
	Iteration 0F: 2 clusters Score -426120.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -423091.468750 Penalty: 2645.886719
	Iteration 0F: 3 clusters Score -423091.5 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -423814.875000 Penalty: 2645.886719
	Iteration 1F: 3 clusters Score -423814.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -423968.062500 Penalty: 2645.886719
	Iteration 2F: 3 clusters Score -423968.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -424039.000000 Penalty: 2645.886719
	Iteration 3Q: 3 clusters Score -424039 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -424085.968750 Penalty: 2645.886719
	Iteration 4Q: 3 clusters Score -424086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -424124.656250 Penalty: 2645.886719
	Iteration 5Q: 3 clusters Score -424124.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -424168.031250 Penalty: 2645.886719
	Iteration 6Q: 3 clusters Score -424168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -424212.656250 Penalty: 2645.886719
	Iteration 7Q: 3 clusters Score -424212.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -424254.531250 Penalty: 2645.886719
	Iteration 8Q: 3 clusters Score -424254.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -424288.281250 Penalty: 2645.886719
	Iteration 9Q: 3 clusters Score -424288.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -424325.968750 Penalty: 2645.886719
	Iteration 10Q: 3 clusters Score -424326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -424360.781250 Penalty: 2645.886719
	Iteration 11Q: 3 clusters Score -424360.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -424390.125000 Penalty: 2645.886719
	Iteration 12Q: 3 clusters Score -424390.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -424426.343750 Penalty: 2645.886719
	Iteration 13Q: 3 clusters Score -424426.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -424459.093750 Penalty: 2645.886719
	Iteration 14Q: 3 clusters Score -424459.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -424481.562500 Penalty: 2645.886719
	Iteration 15Q: 3 clusters Score -424481.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -424502.968750 Penalty: 2645.886719
	Iteration 16Q: 3 clusters Score -424503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -424521.500000 Penalty: 2645.886719
	Iteration 17Q: 3 clusters Score -424521.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -424542.687500 Penalty: 2645.886719
	Iteration 18Q: 3 clusters Score -424542.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -424560.062500 Penalty: 2645.886719
	Iteration 19Q: 3 clusters Score -424560.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -424578.500000 Penalty: 2645.886719
	Iteration 20F: 3 clusters Score -424578.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -424600.906250 Penalty: 2645.886719
	Iteration 21Q: 3 clusters Score -424600.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -424616.625000 Penalty: 2645.886719
	Iteration 22Q: 3 clusters Score -424616.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -424629.656250 Penalty: 2645.886719
	Iteration 23Q: 3 clusters Score -424629.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -424640.687500 Penalty: 2645.886719
	Iteration 24Q: 3 clusters Score -424640.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -424656.687500 Penalty: 2645.886719
	Iteration 25Q: 3 clusters Score -424656.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -424675.781250 Penalty: 2645.886719
	Iteration 26Q: 3 clusters Score -424675.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -424690.625000 Penalty: 2645.886719
	Iteration 27Q: 3 clusters Score -424690.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -424709.062500 Penalty: 2645.886719
	Iteration 28Q: 3 clusters Score -424709.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -424727.562500 Penalty: 2645.886719
	Iteration 29Q: 3 clusters Score -424727.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -424744.031250 Penalty: 2645.886719
	Iteration 30Q: 3 clusters Score -424744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -424760.500000 Penalty: 2645.886719
	Iteration 31Q: 3 clusters Score -424760.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -424779.468750 Penalty: 2645.886719
	Iteration 32Q: 3 clusters Score -424779.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -424802.656250 Penalty: 2645.886719
	Iteration 33Q: 3 clusters Score -424802.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -424818.062500 Penalty: 2645.886719
	Iteration 34Q: 3 clusters Score -424818.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -424821.562500 Penalty: 2645.886719
	Iteration 35Q: 3 clusters Score -424821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -424823.312500 Penalty: 2645.886719
	Iteration 36Q: 3 clusters Score -424823.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -424826.250000 Penalty: 2645.886719
	Iteration 37Q: 3 clusters Score -424826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -424828.468750 Penalty: 2645.886719
	Iteration 38Q: 3 clusters Score -424828.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -424835.312500 Penalty: 2645.886719
	Iteration 39Q: 3 clusters Score -424835.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -424842.312500 Penalty: 2645.886719
	Iteration 40F: 3 clusters Score -424842.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -424854.468750 Penalty: 2645.886719
	Iteration 41Q: 3 clusters Score -424854.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -424864.750000 Penalty: 2645.886719
	Iteration 42Q: 3 clusters Score -424864.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -424872.250000 Penalty: 2645.886719
	Iteration 43Q: 3 clusters Score -424872.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -424879.031250 Penalty: 2645.886719
	Iteration 44Q: 3 clusters Score -424879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -424885.437500 Penalty: 2645.886719
	Iteration 45Q: 3 clusters Score -424885.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -424894.937500 Penalty: 2645.886719
	Iteration 46Q: 3 clusters Score -424894.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -424908.468750 Penalty: 2645.886719
	Iteration 47Q: 3 clusters Score -424908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -424914.156250 Penalty: 2645.886719
	Iteration 48Q: 3 clusters Score -424914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -424918.531250 Penalty: 2645.886719
	Iteration 49Q: 3 clusters Score -424918.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -424921.750000 Penalty: 2645.886719
	Iteration 50Q: 3 clusters Score -424921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -424924.656250 Penalty: 2645.886719
	Iteration 51Q: 3 clusters Score -424924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -424925.156250 Penalty: 2645.886719
	Iteration 52Q: 3 clusters Score -424925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -424925.593750 Penalty: 2645.886719
	Iteration 53Q: 3 clusters Score -424925.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -424925.593750 Penalty: 2645.886719
	Iteration 54F: 3 clusters Score -424925.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Entering Unmasked Estep 
Score: -4022728.500000 Penalty: 1683.715088
	Iteration 0F: 2 clusters Score -4022728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4001380.750000 Penalty: 3367.430176
	Iteration 0F: 3 clusters Score -4001381 nChanged 14704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4009541.750000 Penalty: 3367.430176
	Iteration 1F: 3 clusters Score -4009542 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -4010008.000000 Penalty: 3367.430176
	Iteration 2Q: 3 clusters Score -4010008 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4010634.750000 Penalty: 3367.430176
	Iteration 3Q: 3 clusters Score -4010635 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4011531.500000 Penalty: 3367.430176
	Iteration 4F: 3 clusters Score -4011532 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -4013003.500000 Penalty: 3367.430176
	Iteration 5F: 3 clusters Score -4013004 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4015020.750000 Penalty: 3367.430176
	Iteration 6F: 3 clusters Score -4015021 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4017234.500000 Penalty: 3367.430176
	Iteration 7F: 3 clusters Score -4017234 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4019113.750000 Penalty: 3367.430176
	Iteration 8F: 3 clusters Score -4019114 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4020193.250000 Penalty: 3367.430176
	Iteration 9Q: 3 clusters Score -4020193 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4020773.250000 Penalty: 3367.430176
	Iteration 10Q: 3 clusters Score -4020773 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4021084.500000 Penalty: 3367.430176
	Iteration 11Q: 3 clusters Score -4021084 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4021245.000000 Penalty: 3367.430176
	Iteration 12Q: 3 clusters Score -4021245 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4021344.000000 Penalty: 3367.430176
	Iteration 13Q: 3 clusters Score -4021344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4021390.750000 Penalty: 3367.430176
	Iteration 14Q: 3 clusters Score -4021391 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4021421.000000 Penalty: 3367.430176
	Iteration 15Q: 3 clusters Score -4021421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4021444.750000 Penalty: 3367.430176
	Iteration 16Q: 3 clusters Score -4021445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4021464.250000 Penalty: 3367.430176
	Iteration 17Q: 3 clusters Score -4021464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4021479.750000 Penalty: 3367.430176
	Iteration 18Q: 3 clusters Score -4021480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4021487.250000 Penalty: 3367.430176
	Iteration 19Q: 3 clusters Score -4021487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4021495.750000 Penalty: 3367.430176
	Iteration 20F: 3 clusters Score -4021496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4021510.000000 Penalty: 3367.430176
	Iteration 21Q: 3 clusters Score -4021510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4021517.500000 Penalty: 3367.430176
	Iteration 22Q: 3 clusters Score -4021518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4021520.000000 Penalty: 3367.430176
	Iteration 23Q: 3 clusters Score -4021520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4021526.500000 Penalty: 3367.430176
	Iteration 24Q: 3 clusters Score -4021526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4021531.000000 Penalty: 3367.430176
	Iteration 25Q: 3 clusters Score -4021531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4021532.250000 Penalty: 3367.430176
	Iteration 26Q: 3 clusters Score -4021532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4021533.500000 Penalty: 3367.430176
	Iteration 27Q: 3 clusters Score -4021534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4021532.250000 Penalty: 3367.430176
	Iteration 28Q: 3 clusters Score -4021532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4021534.000000 Penalty: 3367.430176
	Iteration 29Q: 3 clusters Score -4021534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4021535.500000 Penalty: 3367.430176
	Iteration 30Q: 3 clusters Score -4021536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4021535.500000 Penalty: 3367.430176
	Iteration 31F: 3 clusters Score -4021536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 99094 members 
Mstep: Class 5 contains 105869 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124390 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 9 contains 16577 members 
Mstep: Class 10 contains 32592 members 
Mstep: Class 11 contains 17890 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22338 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801000.000000 Penalty: 40969.332031
Iteration 319Q: 20 clusters Score -7.2801e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99091 members 
Mstep: Class 5 contains 105887 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 124283 members 
Mstep: Class 8 contains 1413 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 32847 members 
Mstep: Class 11 contains 17869 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22689 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 17717 members 
Mstep: Class 17 contains 95213 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802232.000000 Penalty: 40969.332031
Iteration 320F: 20 clusters Score -7.280223e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99034 members 
Mstep: Class 5 contains 105849 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 122011 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 16275 members 
Mstep: Class 10 contains 32311 members 
Mstep: Class 11 contains 17845 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22744 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 98252 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803328.000000 Penalty: 40969.332031
Iteration 321Q: 20 clusters Score -7.280333e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98864 members 
Mstep: Class 5 contains 105857 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 120658 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 15973 members 
Mstep: Class 10 contains 31895 members 
Mstep: Class 11 contains 17743 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 22843 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 4395 members 
Mstep: Class 16 contains 17703 members 
Mstep: Class 17 contains 100495 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803864.000000 Penalty: 40969.332031
Iteration 322Q: 20 clusters Score -7.280386e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98718 members 
Mstep: Class 5 contains 105870 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 119907 members 
Mstep: Class 8 contains 1622 members 
Mstep: Class 9 contains 15460 members 
Mstep: Class 10 contains 31510 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 22955 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 17700 members 
Mstep: Class 17 contains 102323 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803960.000000 Penalty: 40969.332031
Iteration 323Q: 20 clusters Score -7.280396e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98559 members 
Mstep: Class 5 contains 105904 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 119691 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 14785 members 
Mstep: Class 10 contains 31198 members 
Mstep: Class 11 contains 17338 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 23064 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 17692 members 
Mstep: Class 17 contains 103787 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803824.000000 Penalty: 40969.332031
Iteration 324Q: 20 clusters Score -7.280382e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98421 members 
Mstep: Class 5 contains 105930 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 119880 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 13967 members 
Mstep: Class 10 contains 30952 members 
Mstep: Class 11 contains 17064 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 23190 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 17687 members 
Mstep: Class 17 contains 104935 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803728.000000 Penalty: 40969.332031
Iteration 325Q: 20 clusters Score -7.280373e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98326 members 
Mstep: Class 5 contains 105946 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 120113 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 13151 members 
Mstep: Class 10 contains 30738 members 
Mstep: Class 11 contains 16784 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 23290 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 17689 members 
Mstep: Class 17 contains 106017 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803200.000000 Penalty: 40969.332031
Iteration 326Q: 20 clusters Score -7.28032e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98258 members 
Mstep: Class 5 contains 105947 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 120427 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 12373 members 
Mstep: Class 10 contains 30572 members 
Mstep: Class 11 contains 16488 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 23366 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 17681 members 
Mstep: Class 17 contains 106968 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802856.000000 Penalty: 40969.332031
Iteration 327Q: 20 clusters Score -7.280286e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98218 members 
Mstep: Class 5 contains 105947 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 120749 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 11552 members 
Mstep: Class 10 contains 30435 members 
Mstep: Class 11 contains 16190 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 23415 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 17688 members 
Mstep: Class 17 contains 107909 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 31281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802400.000000 Penalty: 40969.332031
Iteration 328Q: 20 clusters Score -7.28024e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98197 members 
Mstep: Class 5 contains 105937 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 121130 members 
Mstep: Class 8 contains 1770 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 30351 members 
Mstep: Class 11 contains 15889 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 23441 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 17687 members 
Mstep: Class 17 contains 108747 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 31257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802136.000000 Penalty: 40969.332031
Iteration 329Q: 20 clusters Score -7.280214e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98165 members 
Mstep: Class 5 contains 105930 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 121492 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 9938 members 
Mstep: Class 10 contains 30282 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 23421 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 17686 members 
Mstep: Class 17 contains 109599 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 31245 members 
Entering Unmasked Estep 
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Iteration 330Q: 20 clusters Score -7.280167e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98152 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 121840 members 
Mstep: Class 8 contains 1810 members 
Mstep: Class 9 contains 9153 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 15311 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 23389 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 110378 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31239 members 
Entering Unmasked Estep 
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Iteration 331Q: 20 clusters Score -7.28011e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98165 members 
Mstep: Class 5 contains 105914 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 122159 members 
Mstep: Class 8 contains 1819 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 30294 members 
Mstep: Class 11 contains 15025 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 23347 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 16 contains 17692 members 
Mstep: Class 17 contains 111083 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 31244 members 
Entering Unmasked Estep 
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Iteration 332Q: 20 clusters Score -7.28005e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98196 members 
Mstep: Class 5 contains 105897 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 122351 members 
Mstep: Class 8 contains 1819 members 
Mstep: Class 9 contains 7784 members 
Mstep: Class 10 contains 30318 members 
Mstep: Class 11 contains 14752 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 23297 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 17 contains 111805 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 31255 members 
Entering Unmasked Estep 
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Iteration 333Q: 20 clusters Score -7.279994e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98205 members 
Mstep: Class 5 contains 105880 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 122543 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 30331 members 
Mstep: Class 11 contains 14473 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 23230 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4289 members 
Mstep: Class 16 contains 17700 members 
Mstep: Class 17 contains 112494 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 31273 members 
Entering Unmasked Estep 
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Iteration 334Q: 20 clusters Score -7.279938e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98209 members 
Mstep: Class 5 contains 105862 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 122751 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 6719 members 
Mstep: Class 10 contains 30338 members 
Mstep: Class 11 contains 14195 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 23163 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 4288 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 113105 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31290 members 
Entering Unmasked Estep 
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Iteration 335Q: 20 clusters Score -7.279886e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 98225 members 
Mstep: Class 5 contains 105843 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 122940 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 6277 members 
Mstep: Class 10 contains 30373 members 
Mstep: Class 11 contains 13945 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 23082 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 4278 members 
Mstep: Class 16 contains 17691 members 
Mstep: Class 17 contains 113662 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31298 members 
Entering Unmasked Estep 
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Iteration 336Q: 20 clusters Score -7.279838e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98235 members 
Mstep: Class 5 contains 105828 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 123160 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 5857 members 
Mstep: Class 10 contains 30427 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 23000 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 17692 members 
Mstep: Class 17 contains 114150 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31305 members 
Entering Unmasked Estep 
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Iteration 337Q: 20 clusters Score -7.279805e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98315 members 
Mstep: Class 5 contains 105809 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 123303 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 30538 members 
Mstep: Class 11 contains 13441 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22919 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 17689 members 
Mstep: Class 17 contains 114542 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 31314 members 
Entering Unmasked Estep 
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Iteration 338Q: 20 clusters Score -7.279744e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98372 members 
Mstep: Class 5 contains 105795 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 123488 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 30672 members 
Mstep: Class 11 contains 13232 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22835 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 17676 members 
Mstep: Class 17 contains 114802 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 31327 members 
Entering Unmasked Estep 
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Iteration 339Q: 20 clusters Score -7.279726e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98414 members 
Mstep: Class 5 contains 105785 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 123696 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 30793 members 
Mstep: Class 11 contains 13048 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22759 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 17 contains 114972 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 31342 members 
Entering Unmasked Estep 
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Iteration 340F: 20 clusters Score -7.27969e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 98464 members 
Mstep: Class 5 contains 105783 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 123930 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 30948 members 
Mstep: Class 11 contains 12883 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 17660 members 
Mstep: Class 17 contains 115045 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31359 members 
Entering Unmasked Estep 
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Iteration 341Q: 20 clusters Score -7.279664e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98536 members 
Mstep: Class 5 contains 105779 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 124169 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 4299 members 
Mstep: Class 10 contains 31098 members 
Mstep: Class 11 contains 12729 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22623 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4258 members 
Mstep: Class 16 contains 17655 members 
Mstep: Class 17 contains 115071 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 31382 members 
Entering Unmasked Estep 
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Iteration 342Q: 20 clusters Score -7.279644e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98606 members 
Mstep: Class 5 contains 105777 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124385 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 31250 members 
Mstep: Class 11 contains 12589 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 22554 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 17652 members 
Mstep: Class 17 contains 115052 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 31411 members 
Entering Unmasked Estep 
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Iteration 343Q: 20 clusters Score -7.279638e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98668 members 
Mstep: Class 5 contains 105768 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124608 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 3891 members 
Mstep: Class 10 contains 31429 members 
Mstep: Class 11 contains 12457 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22500 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 17654 members 
Mstep: Class 17 contains 114941 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 31441 members 
Entering Unmasked Estep 
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Iteration 344Q: 20 clusters Score -7.279603e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98751 members 
Mstep: Class 5 contains 105769 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124847 members 
Mstep: Class 8 contains 1827 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 31594 members 
Mstep: Class 11 contains 12346 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22460 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 4258 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 114766 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31466 members 
Entering Unmasked Estep 
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Iteration 345Q: 20 clusters Score -7.27959e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98846 members 
Mstep: Class 5 contains 105770 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 125059 members 
Mstep: Class 8 contains 1810 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 31757 members 
Mstep: Class 11 contains 12242 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22425 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 114615 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31494 members 
Entering Unmasked Estep 
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Iteration 346Q: 20 clusters Score -7.279582e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 98977 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 125201 members 
Mstep: Class 8 contains 1796 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 31906 members 
Mstep: Class 11 contains 12150 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22396 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 17656 members 
Mstep: Class 17 contains 114500 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31515 members 
Entering Unmasked Estep 
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Iteration 347Q: 20 clusters Score -7.279579e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99086 members 
Mstep: Class 5 contains 105775 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 125333 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 32096 members 
Mstep: Class 11 contains 12064 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22372 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 17652 members 
Mstep: Class 17 contains 114366 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31529 members 
Entering Unmasked Estep 
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Iteration 348Q: 20 clusters Score -7.279571e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99205 members 
Mstep: Class 5 contains 105774 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 125433 members 
Mstep: Class 8 contains 1771 members 
Mstep: Class 9 contains 2999 members 
Mstep: Class 10 contains 32298 members 
Mstep: Class 11 contains 11982 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 17645 members 
Mstep: Class 17 contains 114201 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31541 members 
Entering Unmasked Estep 
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Iteration 349Q: 20 clusters Score -7.279576e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99286 members 
Mstep: Class 5 contains 105773 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 125484 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 32524 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22345 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17640 members 
Mstep: Class 17 contains 114060 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31565 members 
Entering Unmasked Estep 
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Iteration 350Q: 20 clusters Score -7.279577e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99355 members 
Mstep: Class 5 contains 105783 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 125521 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 32733 members 
Mstep: Class 11 contains 11860 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22328 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 17635 members 
Mstep: Class 17 contains 113922 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31587 members 
Entering Unmasked Estep 
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Iteration 351Q: 20 clusters Score -7.279575e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99418 members 
Mstep: Class 5 contains 105793 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 125551 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 32941 members 
Mstep: Class 11 contains 11818 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22311 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 17633 members 
Mstep: Class 17 contains 113757 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31608 members 
Entering Unmasked Estep 
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Iteration 352Q: 20 clusters Score -7.279572e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99471 members 
Mstep: Class 5 contains 105797 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 125566 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 11782 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22310 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 17635 members 
Mstep: Class 17 contains 113594 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31642 members 
Entering Unmasked Estep 
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Iteration 353Q: 20 clusters Score -7.279588e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99528 members 
Mstep: Class 5 contains 105796 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 125548 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 33359 members 
Mstep: Class 11 contains 11741 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22313 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 17642 members 
Mstep: Class 17 contains 113434 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31677 members 
Entering Unmasked Estep 
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Iteration 354Q: 20 clusters Score -7.279586e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99595 members 
Mstep: Class 5 contains 105801 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 125584 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 33559 members 
Mstep: Class 11 contains 11695 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 113240 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31700 members 
Entering Unmasked Estep 
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Iteration 355Q: 20 clusters Score -7.279598e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99649 members 
Mstep: Class 5 contains 105806 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 125611 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 33772 members 
Mstep: Class 11 contains 11643 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22316 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17637 members 
Mstep: Class 17 contains 113068 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31725 members 
Entering Unmasked Estep 
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Iteration 356Q: 20 clusters Score -7.279622e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 99693 members 
Mstep: Class 5 contains 105813 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 125569 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 33996 members 
Mstep: Class 11 contains 11605 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22326 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 17632 members 
Mstep: Class 17 contains 112926 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31756 members 
Entering Unmasked Estep 
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Iteration 357Q: 20 clusters Score -7.279627e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99722 members 
Mstep: Class 5 contains 105812 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 125548 members 
Mstep: Class 8 contains 1668 members 
Mstep: Class 9 contains 2128 members 
Mstep: Class 10 contains 34202 members 
Mstep: Class 11 contains 11561 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22340 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 112800 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796360.000000 Penalty: 40969.332031
Iteration 358Q: 20 clusters Score -7.279636e+07 nChanged 676
Entering ConstructFrom: 
Score: -72796360.000000 Penalty: 40969.332031
Entering ConstructFrom: 
Trying to split cluster 1 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -12590.599609 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -12590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11915.046875 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -11915.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12193.097656 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -12193.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12339.937500 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -12339.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12465.211914 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -12465.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12542.696289 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -12542.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12610.896484 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -12610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12616.146484 Penalty: 1873.687134
	Iteration 6Q: 3 clusters Score -12616.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12620.705078 Penalty: 1873.687134
	Iteration 7Q: 3 clusters Score -12620.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12637.739258 Penalty: 1873.687134
	Iteration 8Q: 3 clusters Score -12637.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12643.166016 Penalty: 1873.687134
	Iteration 9Q: 3 clusters Score -12643.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12661.390625 Penalty: 1873.687134
	Iteration 10Q: 3 clusters Score -12661.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12677.550781 Penalty: 1873.687134
	Iteration 11Q: 3 clusters Score -12677.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12679.231445 Penalty: 1873.687134
	Iteration 12Q: 3 clusters Score -12679.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12679.231445 Penalty: 1873.687134
	Iteration 13F: 3 clusters Score -12679.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99790 members 
Mstep: Class 5 contains 105818 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 125494 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 34386 members 
Mstep: Class 11 contains 11511 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 112666 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31816 members 
Mstep: Class 20 contains 177 members 
Entering Unmasked Estep 
Score: -72795232.000000 Penalty: 43125.609375
Splitting cluster 1 changes total score from -72796360.000000 to -72795232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37980.039062 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37980.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37118.796875 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -37118.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37585.570312 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37585.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37790.046875 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37790.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37928.972656 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37928.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38046.078125 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -38046.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38094.058594 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -38094.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38127.343750 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38127.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38128.894531 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38128.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38128.894531 Penalty: 2024.906494
	Iteration 8F: 3 clusters Score -38128.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 230 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99790 members 
Mstep: Class 5 contains 105818 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 125494 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 34386 members 
Mstep: Class 11 contains 11511 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 112666 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31816 members 
Mstep: Class 20 contains 278 members 
Entering Unmasked Estep 
Score: -72795384.000000 Penalty: 43125.609375
Splitting cluster 2 changes total score from -72796360.000000 to -72795384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -75036.140625 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -75036.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73827.429688 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -73827.43 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74155.281250 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -74155.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74265.335938 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -74265.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74318.664062 Penalty: 2150.221191
	Iteration 3Q: 3 clusters Score -74318.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74406.539062 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -74406.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74469.023438 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -74469.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74508.945312 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -74508.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74547.765625 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -74547.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74578.921875 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -74578.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74590.625000 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -74590.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74605.617188 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -74605.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74617.562500 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -74617.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74645.437500 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -74645.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74671.507812 Penalty: 2150.221191
	Iteration 13Q: 3 clusters Score -74671.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74718.117188 Penalty: 2150.221191
	Iteration 14Q: 3 clusters Score -74718.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74762.656250 Penalty: 2150.221191
	Iteration 15Q: 3 clusters Score -74762.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74820.179688 Penalty: 2150.221191
	Iteration 16Q: 3 clusters Score -74820.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74862.171875 Penalty: 2150.221191
	Iteration 17Q: 3 clusters Score -74862.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74889.843750 Penalty: 2150.221191
	Iteration 18Q: 3 clusters Score -74889.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74901.476562 Penalty: 2150.221191
	Iteration 19Q: 3 clusters Score -74901.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74968.445312 Penalty: 2150.221191
	Iteration 20F: 3 clusters Score -74968.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75058.765625 Penalty: 2150.221191
	Iteration 21Q: 3 clusters Score -75058.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75076.570312 Penalty: 2150.221191
	Iteration 22Q: 3 clusters Score -75076.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -75098.500000 Penalty: 2150.221191
	Iteration 23Q: 3 clusters Score -75098.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -75101.296875 Penalty: 2150.221191
	Iteration 24Q: 3 clusters Score -75101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75102.351562 Penalty: 2150.221191
	Iteration 25Q: 3 clusters Score -75102.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75102.492188 Penalty: 2150.221191
	Iteration 26Q: 3 clusters Score -75102.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75102.492188 Penalty: 2150.221191
	Iteration 27F: 3 clusters Score -75102.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 293 members 
Mstep: Class 4 contains 99790 members 
Mstep: Class 5 contains 105818 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 125494 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 34386 members 
Mstep: Class 11 contains 11511 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 112666 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31816 members 
Mstep: Class 20 contains 454 members 
Entering Unmasked Estep 
Score: -72795368.000000 Penalty: 43125.609375
Splitting cluster 3 changes total score from -72796360.000000 to -72795368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (99790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Entering Unmasked Estep 
Score: -12703132.000000 Penalty: 1870.508789
	Iteration 0F: 2 clusters Score -1.270313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -12636802.000000 Penalty: 3741.017578
	Iteration 0F: 3 clusters Score -1.26368e+07 nChanged 47959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -12667195.000000 Penalty: 3741.017578
	Iteration 1F: 3 clusters Score -1.26672e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -12671412.000000 Penalty: 3741.017578
	Iteration 2F: 3 clusters Score -1.267141e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -12678460.000000 Penalty: 3741.017578
	Iteration 3F: 3 clusters Score -1.267846e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -12687291.000000 Penalty: 3741.017578
	Iteration 4F: 3 clusters Score -1.268729e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -12695063.000000 Penalty: 3741.017578
	Iteration 5F: 3 clusters Score -1.269506e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -12698777.000000 Penalty: 3741.017578
	Iteration 6Q: 3 clusters Score -1.269878e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -12699488.000000 Penalty: 3741.017578
	Iteration 7Q: 3 clusters Score -1.269949e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -12699707.000000 Penalty: 3741.017578
	Iteration 8Q: 3 clusters Score -1.269971e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -12699785.000000 Penalty: 3741.017578
	Iteration 9Q: 3 clusters Score -1.269978e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -12699893.000000 Penalty: 3741.017578
	Iteration 10Q: 3 clusters Score -1.269989e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -12699988.000000 Penalty: 3741.017578
	Iteration 11Q: 3 clusters Score -1.269999e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -12700033.000000 Penalty: 3741.017578
	Iteration 12Q: 3 clusters Score -1.270003e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -12700039.000000 Penalty: 3741.017578
	Iteration 13Q: 3 clusters Score -1.270004e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -12700046.000000 Penalty: 3741.017578
	Iteration 14Q: 3 clusters Score -1.270005e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -12700101.000000 Penalty: 3741.017578
	Iteration 15Q: 3 clusters Score -1.27001e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -12700149.000000 Penalty: 3741.017578
	Iteration 16Q: 3 clusters Score -1.270015e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -12700152.000000 Penalty: 3741.017578
	Iteration 17Q: 3 clusters Score -1.270015e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -12700180.000000 Penalty: 3741.017578
	Iteration 18Q: 3 clusters Score -1.270018e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -12700186.000000 Penalty: 3741.017578
	Iteration 19Q: 3 clusters Score -1.270019e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -12700246.000000 Penalty: 3741.017578
	Iteration 20F: 3 clusters Score -1.270025e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -12700275.000000 Penalty: 3741.017578
	Iteration 21Q: 3 clusters Score -1.270028e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -12700292.000000 Penalty: 3741.017578
	Iteration 22Q: 3 clusters Score -1.270029e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -12700290.000000 Penalty: 3741.017578
	Iteration 23Q: 3 clusters Score -1.270029e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -12700312.000000 Penalty: 3741.017578
	Iteration 24Q: 3 clusters Score -1.270031e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -12700336.000000 Penalty: 3741.017578
	Iteration 25Q: 3 clusters Score -1.270034e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -12700376.000000 Penalty: 3741.017578
	Iteration 26Q: 3 clusters Score -1.270038e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -12700418.000000 Penalty: 3741.017578
	Iteration 27Q: 3 clusters Score -1.270042e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -12700420.000000 Penalty: 3741.017578
	Iteration 28Q: 3 clusters Score -1.270042e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 86050 members 
Entering Unmasked Estep 
Score: -12700471.000000 Penalty: 3741.017578
	Iteration 29Q: 3 clusters Score -1.270047e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -12700494.000000 Penalty: 3741.017578
	Iteration 30Q: 3 clusters Score -1.270049e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 86220 members 
Entering Unmasked Estep 
Score: -12700510.000000 Penalty: 3741.017578
	Iteration 31Q: 3 clusters Score -1.270051e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -12700520.000000 Penalty: 3741.017578
	Iteration 32Q: 3 clusters Score -1.270052e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -12700520.000000 Penalty: 3741.017578
	Iteration 33Q: 3 clusters Score -1.270052e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -12700543.000000 Penalty: 3741.017578
	Iteration 34Q: 3 clusters Score -1.270054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -12700570.000000 Penalty: 3741.017578
	Iteration 35Q: 3 clusters Score -1.270057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -12700568.000000 Penalty: 3741.017578
	Iteration 36Q: 3 clusters Score -1.270057e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
Score: -12700600.000000 Penalty: 3741.017578
	Iteration 37Q: 3 clusters Score -1.27006e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -12700604.000000 Penalty: 3741.017578
	Iteration 38Q: 3 clusters Score -1.27006e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -12700611.000000 Penalty: 3741.017578
	Iteration 39Q: 3 clusters Score -1.270061e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -12700633.000000 Penalty: 3741.017578
	Iteration 40F: 3 clusters Score -1.270063e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -12700644.000000 Penalty: 3741.017578
	Iteration 41Q: 3 clusters Score -1.270064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -12700635.000000 Penalty: 3741.017578
	Iteration 42Q: 3 clusters Score -1.270064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -12700644.000000 Penalty: 3741.017578
	Iteration 43Q: 3 clusters Score -1.270064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -12700650.000000 Penalty: 3741.017578
	Iteration 44Q: 3 clusters Score -1.270065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -12700675.000000 Penalty: 3741.017578
	Iteration 45Q: 3 clusters Score -1.270068e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -12700665.000000 Penalty: 3741.017578
	Iteration 46Q: 3 clusters Score -1.270066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -12700650.000000 Penalty: 3741.017578
	Iteration 47Q: 3 clusters Score -1.270065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -12700658.000000 Penalty: 3741.017578
	Iteration 48Q: 3 clusters Score -1.270066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -12700671.000000 Penalty: 3741.017578
	Iteration 49Q: 3 clusters Score -1.270067e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 87012 members 
Entering Unmasked Estep 
Score: -12700671.000000 Penalty: 3741.017578
	Iteration 50Q: 3 clusters Score -1.270067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -12700692.000000 Penalty: 3741.017578
	Iteration 51Q: 3 clusters Score -1.270069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -12700708.000000 Penalty: 3741.017578
	Iteration 52Q: 3 clusters Score -1.270071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -12700707.000000 Penalty: 3741.017578
	Iteration 53Q: 3 clusters Score -1.270071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -12700734.000000 Penalty: 3741.017578
	Iteration 54Q: 3 clusters Score -1.270073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -12700732.000000 Penalty: 3741.017578
	Iteration 55Q: 3 clusters Score -1.270073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -12700732.000000 Penalty: 3741.017578
	Iteration 56Q: 3 clusters Score -1.270073e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -12700732.000000 Penalty: 3741.017578
	Iteration 57Q: 3 clusters Score -1.270073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -12700746.000000 Penalty: 3741.017578
	Iteration 58Q: 3 clusters Score -1.270075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -12700742.000000 Penalty: 3741.017578
	Iteration 59Q: 3 clusters Score -1.270074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -12700739.000000 Penalty: 3741.017578
	Iteration 60F: 3 clusters Score -1.270074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -12700737.000000 Penalty: 3741.017578
	Iteration 61Q: 3 clusters Score -1.270074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -12700732.000000 Penalty: 3741.017578
	Iteration 62Q: 3 clusters Score -1.270073e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -12700738.000000 Penalty: 3741.017578
	Iteration 63Q: 3 clusters Score -1.270074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -12700752.000000 Penalty: 3741.017578
	Iteration 64Q: 3 clusters Score -1.270075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -12700739.000000 Penalty: 3741.017578
	Iteration 65Q: 3 clusters Score -1.270074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -12700726.000000 Penalty: 3741.017578
	Iteration 66Q: 3 clusters Score -1.270073e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -12700741.000000 Penalty: 3741.017578
	Iteration 67Q: 3 clusters Score -1.270074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -12700746.000000 Penalty: 3741.017578
	Iteration 68Q: 3 clusters Score -1.270075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -12700763.000000 Penalty: 3741.017578
	Iteration 69Q: 3 clusters Score -1.270076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -12700751.000000 Penalty: 3741.017578
	Iteration 70Q: 3 clusters Score -1.270075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -12700742.000000 Penalty: 3741.017578
	Iteration 71Q: 3 clusters Score -1.270074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -12700740.000000 Penalty: 3741.017578
	Iteration 72Q: 3 clusters Score -1.270074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -12700751.000000 Penalty: 3741.017578
	Iteration 73Q: 3 clusters Score -1.270075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -12700755.000000 Penalty: 3741.017578
	Iteration 74Q: 3 clusters Score -1.270076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -12700758.000000 Penalty: 3741.017578
	Iteration 75Q: 3 clusters Score -1.270076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -12700748.000000 Penalty: 3741.017578
	Iteration 76Q: 3 clusters Score -1.270075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -12700754.000000 Penalty: 3741.017578
	Iteration 77Q: 3 clusters Score -1.270075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -12700755.000000 Penalty: 3741.017578
	Iteration 78Q: 3 clusters Score -1.270076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -12700756.000000 Penalty: 3741.017578
	Iteration 79Q: 3 clusters Score -1.270076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -12700749.000000 Penalty: 3741.017578
	Iteration 80F: 3 clusters Score -1.270075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -12700757.000000 Penalty: 3741.017578
	Iteration 81Q: 3 clusters Score -1.270076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -12700757.000000 Penalty: 3741.017578
	Iteration 82F: 3 clusters Score -1.270076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Entering Unmasked Estep 
Score: -13722929.000000 Penalty: 1880.039917
	Iteration 0F: 2 clusters Score -1.372293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -13659429.000000 Penalty: 3760.079834
	Iteration 0F: 3 clusters Score -1.365943e+07 nChanged 50585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -13688880.000000 Penalty: 3760.079834
	Iteration 1F: 3 clusters Score -1.368888e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -13689536.000000 Penalty: 3760.079834
	Iteration 2Q: 3 clusters Score -1.368954e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -13690340.000000 Penalty: 3760.079834
	Iteration 3Q: 3 clusters Score -1.369034e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -13691343.000000 Penalty: 3760.079834
	Iteration 4Q: 3 clusters Score -1.369134e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -13692827.000000 Penalty: 3760.079834
	Iteration 5Q: 3 clusters Score -1.369283e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -13694901.000000 Penalty: 3760.079834
	Iteration 6F: 3 clusters Score -1.36949e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -13697690.000000 Penalty: 3760.079834
	Iteration 7F: 3 clusters Score -1.369769e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -13700967.000000 Penalty: 3760.079834
	Iteration 8F: 3 clusters Score -1.370097e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -13704696.000000 Penalty: 3760.079834
	Iteration 9F: 3 clusters Score -1.37047e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -13708255.000000 Penalty: 3760.079834
	Iteration 10F: 3 clusters Score -1.370826e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -13711057.000000 Penalty: 3760.079834
	Iteration 11Q: 3 clusters Score -1.371106e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -13712555.000000 Penalty: 3760.079834
	Iteration 12Q: 3 clusters Score -1.371256e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 86249 members 
Entering Unmasked Estep 
Score: -13713126.000000 Penalty: 3760.079834
	Iteration 13Q: 3 clusters Score -1.371313e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -13713426.000000 Penalty: 3760.079834
	Iteration 14Q: 3 clusters Score -1.371343e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -13713747.000000 Penalty: 3760.079834
	Iteration 15Q: 3 clusters Score -1.371375e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -13713952.000000 Penalty: 3760.079834
	Iteration 16Q: 3 clusters Score -1.371395e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 91171 members 
Entering Unmasked Estep 
Score: -13714337.000000 Penalty: 3760.079834
	Iteration 17Q: 3 clusters Score -1.371434e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -13714662.000000 Penalty: 3760.079834
	Iteration 18Q: 3 clusters Score -1.371466e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -13714975.000000 Penalty: 3760.079834
	Iteration 19Q: 3 clusters Score -1.371498e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -13715351.000000 Penalty: 3760.079834
	Iteration 20F: 3 clusters Score -1.371535e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -13715719.000000 Penalty: 3760.079834
	Iteration 21Q: 3 clusters Score -1.371572e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -13716142.000000 Penalty: 3760.079834
	Iteration 22Q: 3 clusters Score -1.371614e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -13716462.000000 Penalty: 3760.079834
	Iteration 23Q: 3 clusters Score -1.371646e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -13716920.000000 Penalty: 3760.079834
	Iteration 24Q: 3 clusters Score -1.371692e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 100218 members 
Entering Unmasked Estep 
Score: -13717585.000000 Penalty: 3760.079834
	Iteration 25Q: 3 clusters Score -1.371758e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -13718202.000000 Penalty: 3760.079834
	Iteration 26Q: 3 clusters Score -1.37182e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -13718729.000000 Penalty: 3760.079834
	Iteration 27Q: 3 clusters Score -1.371873e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -13719208.000000 Penalty: 3760.079834
	Iteration 28Q: 3 clusters Score -1.371921e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -13719629.000000 Penalty: 3760.079834
	Iteration 29Q: 3 clusters Score -1.371963e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -13719922.000000 Penalty: 3760.079834
	Iteration 30Q: 3 clusters Score -1.371992e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -13720172.000000 Penalty: 3760.079834
	Iteration 31Q: 3 clusters Score -1.372017e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -13720351.000000 Penalty: 3760.079834
	Iteration 32Q: 3 clusters Score -1.372035e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -13720585.000000 Penalty: 3760.079834
	Iteration 33Q: 3 clusters Score -1.372058e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -13720740.000000 Penalty: 3760.079834
	Iteration 34Q: 3 clusters Score -1.372074e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -13720848.000000 Penalty: 3760.079834
	Iteration 35Q: 3 clusters Score -1.372085e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -13720978.000000 Penalty: 3760.079834
	Iteration 36Q: 3 clusters Score -1.372098e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 105148 members 
Entering Unmasked Estep 
Score: -13721054.000000 Penalty: 3760.079834
	Iteration 37Q: 3 clusters Score -1.372105e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -13721115.000000 Penalty: 3760.079834
	Iteration 38Q: 3 clusters Score -1.372112e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -13721137.000000 Penalty: 3760.079834
	Iteration 39Q: 3 clusters Score -1.372114e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 105279 members 
Entering Unmasked Estep 
Score: -13721183.000000 Penalty: 3760.079834
	Iteration 40F: 3 clusters Score -1.372118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -13721205.000000 Penalty: 3760.079834
	Iteration 41Q: 3 clusters Score -1.37212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 105323 members 
Entering Unmasked Estep 
Score: -13721228.000000 Penalty: 3760.079834
	Iteration 42Q: 3 clusters Score -1.372123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -13721230.000000 Penalty: 3760.079834
	Iteration 43Q: 3 clusters Score -1.372123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -13721249.000000 Penalty: 3760.079834
	Iteration 44Q: 3 clusters Score -1.372125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 105368 members 
Entering Unmasked Estep 
Score: -13721252.000000 Penalty: 3760.079834
	Iteration 45Q: 3 clusters Score -1.372125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -13721274.000000 Penalty: 3760.079834
	Iteration 46Q: 3 clusters Score -1.372127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -13721278.000000 Penalty: 3760.079834
	Iteration 47Q: 3 clusters Score -1.372128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -13721289.000000 Penalty: 3760.079834
	Iteration 48Q: 3 clusters Score -1.372129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -13721284.000000 Penalty: 3760.079834
	Iteration 49Q: 3 clusters Score -1.372128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 105390 members 
Entering Unmasked Estep 
Score: -13721291.000000 Penalty: 3760.079834
	Iteration 50Q: 3 clusters Score -1.372129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 105393 members 
Entering Unmasked Estep 
Score: -13721287.000000 Penalty: 3760.079834
	Iteration 51Q: 3 clusters Score -1.372129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 105395 members 
Entering Unmasked Estep 
Score: -13721285.000000 Penalty: 3760.079834
	Iteration 52Q: 3 clusters Score -1.372128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 105396 members 
Entering Unmasked Estep 
Score: -13721290.000000 Penalty: 3760.079834
	Iteration 53Q: 3 clusters Score -1.372129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -13721290.000000 Penalty: 3760.079834
	Iteration 54Q: 3 clusters Score -1.372129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -13721292.000000 Penalty: 3760.079834
	Iteration 55Q: 3 clusters Score -1.372129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -13721292.000000 Penalty: 3760.079834
	Iteration 56F: 3 clusters Score -1.372129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -67156.500000 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -67156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66082.250000 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -66082.25 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66572.117188 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -66572.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66796.562500 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -66796.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66916.148438 Penalty: 2097.939697
	Iteration 3F: 3 clusters Score -66916.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66997.726562 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -66997.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67055.296875 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -67055.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67115.914062 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -67115.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67162.156250 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -67162.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67204.070312 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -67204.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67229.085938 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -67229.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67244.078125 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -67244.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67261.335938 Penalty: 2097.939697
	Iteration 11Q: 3 clusters Score -67261.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67274.664062 Penalty: 2097.939697
	Iteration 12Q: 3 clusters Score -67274.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67287.828125 Penalty: 2097.939697
	Iteration 13Q: 3 clusters Score -67287.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67300.671875 Penalty: 2097.939697
	Iteration 14Q: 3 clusters Score -67300.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67319.617188 Penalty: 2097.939697
	Iteration 15Q: 3 clusters Score -67319.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67340.507812 Penalty: 2097.939697
	Iteration 16Q: 3 clusters Score -67340.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67346.804688 Penalty: 2097.939697
	Iteration 17Q: 3 clusters Score -67346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67355.632812 Penalty: 2097.939697
	Iteration 18Q: 3 clusters Score -67355.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67360.843750 Penalty: 2097.939697
	Iteration 19Q: 3 clusters Score -67360.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67370.773438 Penalty: 2097.939697
	Iteration 20F: 3 clusters Score -67370.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67376.468750 Penalty: 2097.939697
	Iteration 21Q: 3 clusters Score -67376.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67380.210938 Penalty: 2097.939697
	Iteration 22Q: 3 clusters Score -67380.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67391.773438 Penalty: 2097.939697
	Iteration 23Q: 3 clusters Score -67391.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67398.320312 Penalty: 2097.939697
	Iteration 24Q: 3 clusters Score -67398.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67409.515625 Penalty: 2097.939697
	Iteration 25Q: 3 clusters Score -67409.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67422.968750 Penalty: 2097.939697
	Iteration 26Q: 3 clusters Score -67422.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67438.468750 Penalty: 2097.939697
	Iteration 27Q: 3 clusters Score -67438.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67510.148438 Penalty: 2097.939697
	Iteration 28Q: 3 clusters Score -67510.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67582.320312 Penalty: 2097.939697
	Iteration 29Q: 3 clusters Score -67582.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67633.101562 Penalty: 2097.939697
	Iteration 30Q: 3 clusters Score -67633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67660.460938 Penalty: 2097.939697
	Iteration 31Q: 3 clusters Score -67660.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67675.898438 Penalty: 2097.939697
	Iteration 32Q: 3 clusters Score -67675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67685.437500 Penalty: 2097.939697
	Iteration 33Q: 3 clusters Score -67685.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67690.062500 Penalty: 2097.939697
	Iteration 34Q: 3 clusters Score -67690.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67691.929688 Penalty: 2097.939697
	Iteration 35Q: 3 clusters Score -67691.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67697.109375 Penalty: 2097.939697
	Iteration 36F: 3 clusters Score -67697.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67709.101562 Penalty: 2097.939697
	Iteration 37Q: 3 clusters Score -67709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67736.117188 Penalty: 2097.939697
	Iteration 38Q: 3 clusters Score -67736.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67758.250000 Penalty: 2097.939697
	Iteration 39Q: 3 clusters Score -67758.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67763.820312 Penalty: 2097.939697
	Iteration 40F: 3 clusters Score -67763.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99790 members 
Mstep: Class 5 contains 105818 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 125494 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 34386 members 
Mstep: Class 11 contains 11511 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 112666 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31816 members 
Mstep: Class 20 contains 314 members 
Entering Unmasked Estep 
Score: -72795856.000000 Penalty: 43125.609375
Splitting cluster 6 changes total score from -72796360.000000 to -72795856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (125494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125494 members 
Entering Unmasked Estep 
Score: -15982070.000000 Penalty: 1907.752075
	Iteration 0F: 2 clusters Score -1.598207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -15907612.000000 Penalty: 3815.504150
	Iteration 0F: 3 clusters Score -1.590761e+07 nChanged 60452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -15942956.000000 Penalty: 3815.504150
	Iteration 1F: 3 clusters Score -1.594296e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -15944205.000000 Penalty: 3815.504150
	Iteration 2Q: 3 clusters Score -1.59442e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -15946164.000000 Penalty: 3815.504150
	Iteration 3Q: 3 clusters Score -1.594616e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -15949566.000000 Penalty: 3815.504150
	Iteration 4F: 3 clusters Score -1.594957e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -15955236.000000 Penalty: 3815.504150
	Iteration 5F: 3 clusters Score -1.595524e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -15963730.000000 Penalty: 3815.504150
	Iteration 6F: 3 clusters Score -1.596373e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109633 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -15972112.000000 Penalty: 3815.504150
	Iteration 7F: 3 clusters Score -1.597211e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -15976252.000000 Penalty: 3815.504150
	Iteration 8F: 3 clusters Score -1.597625e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -15978180.000000 Penalty: 3815.504150
	Iteration 9Q: 3 clusters Score -1.597818e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -15979316.000000 Penalty: 3815.504150
	Iteration 10Q: 3 clusters Score -1.597932e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -15979827.000000 Penalty: 3815.504150
	Iteration 11Q: 3 clusters Score -1.597983e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124275 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -15980185.000000 Penalty: 3815.504150
	Iteration 12Q: 3 clusters Score -1.598018e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124543 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15980291.000000 Penalty: 3815.504150
	Iteration 13Q: 3 clusters Score -1.598029e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124693 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15980353.000000 Penalty: 3815.504150
	Iteration 14Q: 3 clusters Score -1.598035e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -15980416.000000 Penalty: 3815.504150
	Iteration 15Q: 3 clusters Score -1.598042e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15980409.000000 Penalty: 3815.504150
	Iteration 16Q: 3 clusters Score -1.598041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124885 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15980438.000000 Penalty: 3815.504150
	Iteration 17Q: 3 clusters Score -1.598044e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124920 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -15980468.000000 Penalty: 3815.504150
	Iteration 18Q: 3 clusters Score -1.598047e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124943 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -15980478.000000 Penalty: 3815.504150
	Iteration 19Q: 3 clusters Score -1.598048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124953 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15980493.000000 Penalty: 3815.504150
	Iteration 20F: 3 clusters Score -1.598049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124961 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15980525.000000 Penalty: 3815.504150
	Iteration 21Q: 3 clusters Score -1.598052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124968 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -15980519.000000 Penalty: 3815.504150
	Iteration 22Q: 3 clusters Score -1.598052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15980515.000000 Penalty: 3815.504150
	Iteration 23Q: 3 clusters Score -1.598052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124976 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15980527.000000 Penalty: 3815.504150
	Iteration 24Q: 3 clusters Score -1.598053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124981 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -15980519.000000 Penalty: 3815.504150
	Iteration 25Q: 3 clusters Score -1.598052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124985 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15980541.000000 Penalty: 3815.504150
	Iteration 26Q: 3 clusters Score -1.598054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124988 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15980544.000000 Penalty: 3815.504150
	Iteration 27Q: 3 clusters Score -1.598054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124991 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -15980547.000000 Penalty: 3815.504150
	Iteration 28Q: 3 clusters Score -1.598055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124994 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15980542.000000 Penalty: 3815.504150
	Iteration 29Q: 3 clusters Score -1.598054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124997 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15980551.000000 Penalty: 3815.504150
	Iteration 30Q: 3 clusters Score -1.598055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125001 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15980540.000000 Penalty: 3815.504150
	Iteration 31Q: 3 clusters Score -1.598054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -15980553.000000 Penalty: 3815.504150
	Iteration 32Q: 3 clusters Score -1.598055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125006 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15980539.000000 Penalty: 3815.504150
	Iteration 33Q: 3 clusters Score -1.598054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125008 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -15980536.000000 Penalty: 3815.504150
	Iteration 34Q: 3 clusters Score -1.598054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125008 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -15980546.000000 Penalty: 3815.504150
	Iteration 35Q: 3 clusters Score -1.598055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15980538.000000 Penalty: 3815.504150
	Iteration 36Q: 3 clusters Score -1.598054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125010 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15980536.000000 Penalty: 3815.504150
	Iteration 37Q: 3 clusters Score -1.598054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125010 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15980536.000000 Penalty: 3815.504150
	Iteration 38F: 3 clusters Score -1.598054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -208474.609375 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -208474.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -206601.546875 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -206601.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -206954.765625 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -206954.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -207052.843750 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -207052.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -207112.921875 Penalty: 2409.931885
	Iteration 3Q: 3 clusters Score -207112.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -207154.562500 Penalty: 2409.931885
	Iteration 4Q: 3 clusters Score -207154.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -207184.218750 Penalty: 2409.931885
	Iteration 5Q: 3 clusters Score -207184.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -207199.781250 Penalty: 2409.931885
	Iteration 6Q: 3 clusters Score -207199.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -207214.328125 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -207214.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -207234.625000 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -207234.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -207246.890625 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -207246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -207258.906250 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -207258.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -207272.984375 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -207273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -207290.453125 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -207290.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -207310.203125 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -207310.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -207330.671875 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -207330.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -207352.609375 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -207352.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -207365.484375 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -207365.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -207368.453125 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -207368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -207370.750000 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -207370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -207373.687500 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -207373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -207377.031250 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -207377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -207381.093750 Penalty: 2409.931885
	Iteration 21Q: 3 clusters Score -207381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -207383.328125 Penalty: 2409.931885
	Iteration 22Q: 3 clusters Score -207383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -207383.406250 Penalty: 2409.931885
	Iteration 23Q: 3 clusters Score -207383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -207383.703125 Penalty: 2409.931885
	Iteration 24Q: 3 clusters Score -207383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -207384.031250 Penalty: 2409.931885
	Iteration 25Q: 3 clusters Score -207384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -207388.171875 Penalty: 2409.931885
	Iteration 26Q: 3 clusters Score -207388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -207390.625000 Penalty: 2409.931885
	Iteration 27Q: 3 clusters Score -207390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -207394.968750 Penalty: 2409.931885
	Iteration 28Q: 3 clusters Score -207395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -207399.343750 Penalty: 2409.931885
	Iteration 29Q: 3 clusters Score -207399.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -207404.515625 Penalty: 2409.931885
	Iteration 30Q: 3 clusters Score -207404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -207407.859375 Penalty: 2409.931885
	Iteration 31Q: 3 clusters Score -207407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -207410.671875 Penalty: 2409.931885
	Iteration 32Q: 3 clusters Score -207410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -207411.687500 Penalty: 2409.931885
	Iteration 33Q: 3 clusters Score -207411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -207413.562500 Penalty: 2409.931885
	Iteration 34Q: 3 clusters Score -207413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -207414.109375 Penalty: 2409.931885
	Iteration 35Q: 3 clusters Score -207414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -207414.296875 Penalty: 2409.931885
	Iteration 36Q: 3 clusters Score -207414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -207414.296875 Penalty: 2409.931885
	Iteration 37F: 3 clusters Score -207414.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -269778.437500 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -269778.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -267650.812500 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -267650.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -268121.968750 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -268122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -268227.156250 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -268227.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -268278.250000 Penalty: 2481.002441
	Iteration 3Q: 3 clusters Score -268278.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -268311.281250 Penalty: 2481.002441
	Iteration 4Q: 3 clusters Score -268311.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -268334.062500 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -268334.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -268355.781250 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -268355.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -268367.593750 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -268367.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -268379.062500 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -268379.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -268388.218750 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -268388.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -268395.718750 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -268395.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -268398.343750 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -268398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -268401.812500 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -268401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -268405.437500 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -268405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -268408.937500 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -268408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -268412.531250 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -268412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -268418.062500 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -268418.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -268424.562500 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -268424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -268428.093750 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -268428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -268431.125000 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -268431.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -268434.656250 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -268434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -268435.968750 Penalty: 2481.002441
	Iteration 21Q: 3 clusters Score -268436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -268437.750000 Penalty: 2481.002441
	Iteration 22Q: 3 clusters Score -268437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -268439.375000 Penalty: 2481.002441
	Iteration 23Q: 3 clusters Score -268439.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -268439.375000 Penalty: 2481.002441
	Iteration 24F: 3 clusters Score -268439.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Entering Unmasked Estep 
Score: -4420357.000000 Penalty: 1697.378296
	Iteration 0F: 2 clusters Score -4420357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4415174 nChanged 1884
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Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4416775 nChanged 590
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Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4416922 nChanged 427
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Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4417038 nChanged 369
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Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4417140 nChanged 340
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Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4417234 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4417296 nChanged 277
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Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4417361 nChanged 270
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Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4417384 nChanged 266
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Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4417430 nChanged 274
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Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4417478 nChanged 293
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Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4417522 nChanged 272
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Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4417558 nChanged 272
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Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4417610 nChanged 257
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Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4417669 nChanged 267
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Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4417722 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4417742 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4417784 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4417842 nChanged 239
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Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4417886 nChanged 289
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Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4417956 nChanged 281
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Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4418006 nChanged 282
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Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4418072 nChanged 290
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Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4418148 nChanged 283
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Mstep: Class 1 contains 6012 members 
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Entering Unmasked Estep 
Score: -4418201.000000 Penalty: 3394.756592
	Iteration 33Q: 3 clusters Score -4418201 nChanged 266
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Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4418250 nChanged 256
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Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4418318 nChanged 232
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Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4418359 nChanged 225
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Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4418410 nChanged 240
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Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4418462 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4418518 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4418558.500000 Penalty: 3394.756592
	Iteration 40F: 3 clusters Score -4418558 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4418612 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4418643.500000 Penalty: 3394.756592
	Iteration 42Q: 3 clusters Score -4418644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4418674 nChanged 145
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Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4418698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4418724.000000 Penalty: 3394.756592
	Iteration 45Q: 3 clusters Score -4418724 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4418748 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -4418804.500000 Penalty: 3394.756592
	Iteration 47Q: 3 clusters Score -4418804 nChanged 135
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Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4418838 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4418870 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4418888 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4418919 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2654 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4418948 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4418945 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4418957 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4418980 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4418997 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2281 members 
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Entering Unmasked Estep 
Score: -4419011.000000 Penalty: 3394.756592
	Iteration 57Q: 3 clusters Score -4419011 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4419020.500000 Penalty: 3394.756592
	Iteration 58Q: 3 clusters Score -4419020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4419024.500000 Penalty: 3394.756592
	Iteration 59Q: 3 clusters Score -4419024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4419051.500000 Penalty: 3394.756592
	Iteration 60F: 3 clusters Score -4419052 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4419063.000000 Penalty: 3394.756592
	Iteration 61Q: 3 clusters Score -4419063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4419076 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -4419094.500000 Penalty: 3394.756592
	Iteration 63Q: 3 clusters Score -4419094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4419110.000000 Penalty: 3394.756592
	Iteration 64Q: 3 clusters Score -4419110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4419115.500000 Penalty: 3394.756592
	Iteration 65Q: 3 clusters Score -4419116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
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Entering Unmasked Estep 
Score: -4419124.500000 Penalty: 3394.756592
	Iteration 66Q: 3 clusters Score -4419124 nChanged 46
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Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4419130.500000 Penalty: 3394.756592
	Iteration 67Q: 3 clusters Score -4419130 nChanged 46
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Mstep: Class 1 contains 1682 members 
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Entering Unmasked Estep 
Score: -4419152.500000 Penalty: 3394.756592
	Iteration 68Q: 3 clusters Score -4419152 nChanged 49
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Mstep: Class 1 contains 1633 members 
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Entering Unmasked Estep 
Score: -4419171.500000 Penalty: 3394.756592
	Iteration 69Q: 3 clusters Score -4419172 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -4419185.500000 Penalty: 3394.756592
	Iteration 70Q: 3 clusters Score -4419186 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -4419191.000000 Penalty: 3394.756592
	Iteration 71Q: 3 clusters Score -4419191 nChanged 27
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Mstep: Class 1 contains 1535 members 
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Entering Unmasked Estep 
Score: -4419196.500000 Penalty: 3394.756592
	Iteration 72Q: 3 clusters Score -4419196 nChanged 22
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Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4419209.500000 Penalty: 3394.756592
	Iteration 73Q: 3 clusters Score -4419210 nChanged 19
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Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4419212 nChanged 16
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Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4419207.500000 Penalty: 3394.756592
	Iteration 75Q: 3 clusters Score -4419208 nChanged 18
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Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4419209 nChanged 16
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Mstep: Class 1 contains 1448 members 
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	Iteration 77Q: 3 clusters Score -4419209 nChanged 14
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Mstep: Class 1 contains 1434 members 
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	Iteration 78Q: 3 clusters Score -4419208 nChanged 11
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Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 32963 members 
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	Iteration 79Q: 3 clusters Score -4419212 nChanged 12
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Mstep: Class 1 contains 1413 members 
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Entering Unmasked Estep 
Score: -4419217.500000 Penalty: 3394.756592
	Iteration 80F: 3 clusters Score -4419218 nChanged 8
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Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -4419222.500000 Penalty: 3394.756592
	Iteration 81Q: 3 clusters Score -4419222 nChanged 10
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Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4419228 nChanged 10
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Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4419225.000000 Penalty: 3394.756592
	Iteration 83Q: 3 clusters Score -4419225 nChanged 10
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Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4419224.500000 Penalty: 3394.756592
	Iteration 84Q: 3 clusters Score -4419224 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4419232.500000 Penalty: 3394.756592
	Iteration 85Q: 3 clusters Score -4419232 nChanged 11
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Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4419228.000000 Penalty: 3394.756592
	Iteration 86Q: 3 clusters Score -4419228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4419231.000000 Penalty: 3394.756592
	Iteration 87Q: 3 clusters Score -4419231 nChanged 12
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Mstep: Class 1 contains 1342 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4419231 nChanged 12
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Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4419229.000000 Penalty: 3394.756592
	Iteration 89Q: 3 clusters Score -4419229 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -4419230.000000 Penalty: 3394.756592
	Iteration 90Q: 3 clusters Score -4419230 nChanged 14
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Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4419238.000000 Penalty: 3394.756592
	Iteration 91Q: 3 clusters Score -4419238 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -4419240.500000 Penalty: 3394.756592
	Iteration 92Q: 3 clusters Score -4419240 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4419242.000000 Penalty: 3394.756592
	Iteration 93Q: 3 clusters Score -4419242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -4419246.000000 Penalty: 3394.756592
	Iteration 94Q: 3 clusters Score -4419246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -4419248.500000 Penalty: 3394.756592
	Iteration 95Q: 3 clusters Score -4419248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4419239.500000 Penalty: 3394.756592
	Iteration 96Q: 3 clusters Score -4419240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4419249.500000 Penalty: 3394.756592
	Iteration 97Q: 3 clusters Score -4419250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4419251.500000 Penalty: 3394.756592
	Iteration 98Q: 3 clusters Score -4419252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4419249.000000 Penalty: 3394.756592
	Iteration 99Q: 3 clusters Score -4419249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4419250.500000 Penalty: 3394.756592
	Iteration 100F: 3 clusters Score -4419250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4419256.000000 Penalty: 3394.756592
	Iteration 101Q: 3 clusters Score -4419256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -4419256.000000 Penalty: 3394.756592
	Iteration 102Q: 3 clusters Score -4419256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4419246.500000 Penalty: 3394.756592
	Iteration 103Q: 3 clusters Score -4419246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4419250.000000 Penalty: 3394.756592
	Iteration 104Q: 3 clusters Score -4419250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4419251.500000 Penalty: 3394.756592
	Iteration 105Q: 3 clusters Score -4419252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4419251.500000 Penalty: 3394.756592
	Iteration 106F: 3 clusters Score -4419252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Entering Unmasked Estep 
Score: -1502513.250000 Penalty: 1519.546875
	Iteration 0F: 2 clusters Score -1502513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1494422.125000 Penalty: 3039.093750
	Iteration 0F: 3 clusters Score -1494422 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1496994.875000 Penalty: 3039.093750
	Iteration 1F: 3 clusters Score -1496995 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1497219.250000 Penalty: 3039.093750
	Iteration 2F: 3 clusters Score -1497219 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1497404.625000 Penalty: 3039.093750
	Iteration 3Q: 3 clusters Score -1497405 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1497554.375000 Penalty: 3039.093750
	Iteration 4Q: 3 clusters Score -1497554 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1497685.250000 Penalty: 3039.093750
	Iteration 5Q: 3 clusters Score -1497685 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1497794.375000 Penalty: 3039.093750
	Iteration 6Q: 3 clusters Score -1497794 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1497897.625000 Penalty: 3039.093750
	Iteration 7Q: 3 clusters Score -1497898 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1498041.000000 Penalty: 3039.093750
	Iteration 8Q: 3 clusters Score -1498041 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1498232.000000 Penalty: 3039.093750
	Iteration 9Q: 3 clusters Score -1498232 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1498456.375000 Penalty: 3039.093750
	Iteration 10Q: 3 clusters Score -1498456 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1498754.250000 Penalty: 3039.093750
	Iteration 11Q: 3 clusters Score -1498754 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1499068.875000 Penalty: 3039.093750
	Iteration 12Q: 3 clusters Score -1499069 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1499362.125000 Penalty: 3039.093750
	Iteration 13Q: 3 clusters Score -1499362 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1499612.625000 Penalty: 3039.093750
	Iteration 14Q: 3 clusters Score -1499613 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1499769.750000 Penalty: 3039.093750
	Iteration 15Q: 3 clusters Score -1499770 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1499876.750000 Penalty: 3039.093750
	Iteration 16Q: 3 clusters Score -1499877 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1499951.500000 Penalty: 3039.093750
	Iteration 17Q: 3 clusters Score -1499952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1500002.875000 Penalty: 3039.093750
	Iteration 18Q: 3 clusters Score -1500003 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1500036.625000 Penalty: 3039.093750
	Iteration 19Q: 3 clusters Score -1500037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1500075.875000 Penalty: 3039.093750
	Iteration 20F: 3 clusters Score -1500076 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1500117.375000 Penalty: 3039.093750
	Iteration 21Q: 3 clusters Score -1500117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1500160.000000 Penalty: 3039.093750
	Iteration 22Q: 3 clusters Score -1500160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1500201.000000 Penalty: 3039.093750
	Iteration 23Q: 3 clusters Score -1500201 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1500245.875000 Penalty: 3039.093750
	Iteration 24Q: 3 clusters Score -1500246 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1500275.250000 Penalty: 3039.093750
	Iteration 25Q: 3 clusters Score -1500275 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1500300.250000 Penalty: 3039.093750
	Iteration 26Q: 3 clusters Score -1500300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1500326.750000 Penalty: 3039.093750
	Iteration 27Q: 3 clusters Score -1500327 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1500351.000000 Penalty: 3039.093750
	Iteration 28Q: 3 clusters Score -1500351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1500368.750000 Penalty: 3039.093750
	Iteration 29Q: 3 clusters Score -1500369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1500385.500000 Penalty: 3039.093750
	Iteration 30Q: 3 clusters Score -1500386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1500407.250000 Penalty: 3039.093750
	Iteration 31Q: 3 clusters Score -1500407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1500438.375000 Penalty: 3039.093750
	Iteration 32Q: 3 clusters Score -1500438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1500462.125000 Penalty: 3039.093750
	Iteration 33Q: 3 clusters Score -1500462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1500488.875000 Penalty: 3039.093750
	Iteration 34Q: 3 clusters Score -1500489 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1500511.000000 Penalty: 3039.093750
	Iteration 35Q: 3 clusters Score -1500511 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1500535.125000 Penalty: 3039.093750
	Iteration 36Q: 3 clusters Score -1500535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1500570.750000 Penalty: 3039.093750
	Iteration 37Q: 3 clusters Score -1500571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1500585.000000 Penalty: 3039.093750
	Iteration 38Q: 3 clusters Score -1500585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1500609.250000 Penalty: 3039.093750
	Iteration 39Q: 3 clusters Score -1500609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1500621.375000 Penalty: 3039.093750
	Iteration 40F: 3 clusters Score -1500621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1500637.875000 Penalty: 3039.093750
	Iteration 41Q: 3 clusters Score -1500638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1500651.375000 Penalty: 3039.093750
	Iteration 42Q: 3 clusters Score -1500651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1500662.375000 Penalty: 3039.093750
	Iteration 43Q: 3 clusters Score -1500662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1500675.500000 Penalty: 3039.093750
	Iteration 44Q: 3 clusters Score -1500676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1500697.375000 Penalty: 3039.093750
	Iteration 45Q: 3 clusters Score -1500697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1500717.125000 Penalty: 3039.093750
	Iteration 46Q: 3 clusters Score -1500717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1500739.000000 Penalty: 3039.093750
	Iteration 47Q: 3 clusters Score -1500739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1500754.875000 Penalty: 3039.093750
	Iteration 48Q: 3 clusters Score -1500755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1500769.375000 Penalty: 3039.093750
	Iteration 49Q: 3 clusters Score -1500769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1500780.375000 Penalty: 3039.093750
	Iteration 50Q: 3 clusters Score -1500780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1500793.500000 Penalty: 3039.093750
	Iteration 51Q: 3 clusters Score -1500794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1500802.875000 Penalty: 3039.093750
	Iteration 52Q: 3 clusters Score -1500803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1500808.250000 Penalty: 3039.093750
	Iteration 53Q: 3 clusters Score -1500808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1500822.375000 Penalty: 3039.093750
	Iteration 54Q: 3 clusters Score -1500822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1500833.750000 Penalty: 3039.093750
	Iteration 55Q: 3 clusters Score -1500834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1500845.500000 Penalty: 3039.093750
	Iteration 56Q: 3 clusters Score -1500846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1500860.750000 Penalty: 3039.093750
	Iteration 57Q: 3 clusters Score -1500861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1500875.875000 Penalty: 3039.093750
	Iteration 58Q: 3 clusters Score -1500876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1500889.500000 Penalty: 3039.093750
	Iteration 59Q: 3 clusters Score -1500890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1500892.000000 Penalty: 3039.093750
	Iteration 60F: 3 clusters Score -1500892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1500901.125000 Penalty: 3039.093750
	Iteration 61Q: 3 clusters Score -1500901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1500904.875000 Penalty: 3039.093750
	Iteration 62Q: 3 clusters Score -1500905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1500912.125000 Penalty: 3039.093750
	Iteration 63Q: 3 clusters Score -1500912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1500919.875000 Penalty: 3039.093750
	Iteration 64Q: 3 clusters Score -1500920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1500926.500000 Penalty: 3039.093750
	Iteration 65Q: 3 clusters Score -1500926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1500934.375000 Penalty: 3039.093750
	Iteration 66Q: 3 clusters Score -1500934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1500953.875000 Penalty: 3039.093750
	Iteration 67Q: 3 clusters Score -1500954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1500969.375000 Penalty: 3039.093750
	Iteration 68Q: 3 clusters Score -1500969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1500986.375000 Penalty: 3039.093750
	Iteration 69Q: 3 clusters Score -1500986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1501001.375000 Penalty: 3039.093750
	Iteration 70Q: 3 clusters Score -1501001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1501016.125000 Penalty: 3039.093750
	Iteration 71Q: 3 clusters Score -1501016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1501031.375000 Penalty: 3039.093750
	Iteration 72Q: 3 clusters Score -1501031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1501046.125000 Penalty: 3039.093750
	Iteration 73Q: 3 clusters Score -1501046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1501052.625000 Penalty: 3039.093750
	Iteration 74Q: 3 clusters Score -1501053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1501062.000000 Penalty: 3039.093750
	Iteration 75Q: 3 clusters Score -1501062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1501068.875000 Penalty: 3039.093750
	Iteration 76Q: 3 clusters Score -1501069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1501073.125000 Penalty: 3039.093750
	Iteration 77Q: 3 clusters Score -1501073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1501079.875000 Penalty: 3039.093750
	Iteration 78Q: 3 clusters Score -1501080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1501090.250000 Penalty: 3039.093750
	Iteration 79Q: 3 clusters Score -1501090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1501099.250000 Penalty: 3039.093750
	Iteration 80F: 3 clusters Score -1501099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1501110.750000 Penalty: 3039.093750
	Iteration 81Q: 3 clusters Score -1501111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1501119.750000 Penalty: 3039.093750
	Iteration 82Q: 3 clusters Score -1501120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1501127.750000 Penalty: 3039.093750
	Iteration 83Q: 3 clusters Score -1501128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1501135.500000 Penalty: 3039.093750
	Iteration 84Q: 3 clusters Score -1501136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1501141.750000 Penalty: 3039.093750
	Iteration 85Q: 3 clusters Score -1501142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1501149.875000 Penalty: 3039.093750
	Iteration 86Q: 3 clusters Score -1501150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1501156.625000 Penalty: 3039.093750
	Iteration 87Q: 3 clusters Score -1501157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1501161.875000 Penalty: 3039.093750
	Iteration 88Q: 3 clusters Score -1501162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1501164.375000 Penalty: 3039.093750
	Iteration 89Q: 3 clusters Score -1501164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1501165.625000 Penalty: 3039.093750
	Iteration 90Q: 3 clusters Score -1501166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1501166.125000 Penalty: 3039.093750
	Iteration 91Q: 3 clusters Score -1501166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1501169.000000 Penalty: 3039.093750
	Iteration 92Q: 3 clusters Score -1501169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1501171.125000 Penalty: 3039.093750
	Iteration 93Q: 3 clusters Score -1501171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1501176.625000 Penalty: 3039.093750
	Iteration 94Q: 3 clusters Score -1501177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1501181.625000 Penalty: 3039.093750
	Iteration 95Q: 3 clusters Score -1501182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1501181.625000 Penalty: 3039.093750
	Iteration 96F: 3 clusters Score -1501182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -269303.687500 Penalty: 1250.412842
	Iteration 0F: 2 clusters Score -269303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -267102.250000 Penalty: 2500.825684
	Iteration 0F: 3 clusters Score -267102.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -267599.406250 Penalty: 2500.825684
	Iteration 1F: 3 clusters Score -267599.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -267756.468750 Penalty: 2500.825684
	Iteration 2F: 3 clusters Score -267756.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -267842.531250 Penalty: 2500.825684
	Iteration 3F: 3 clusters Score -267842.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -267927.312500 Penalty: 2500.825684
	Iteration 4Q: 3 clusters Score -267927.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -268013.062500 Penalty: 2500.825684
	Iteration 5Q: 3 clusters Score -268013.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -268084.687500 Penalty: 2500.825684
	Iteration 6Q: 3 clusters Score -268084.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -268167.281250 Penalty: 2500.825684
	Iteration 7Q: 3 clusters Score -268167.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -268245.281250 Penalty: 2500.825684
	Iteration 8Q: 3 clusters Score -268245.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -268341.875000 Penalty: 2500.825684
	Iteration 9Q: 3 clusters Score -268341.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -268418.812500 Penalty: 2500.825684
	Iteration 10Q: 3 clusters Score -268418.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -268490.593750 Penalty: 2500.825684
	Iteration 11Q: 3 clusters Score -268490.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -268540.531250 Penalty: 2500.825684
	Iteration 12Q: 3 clusters Score -268540.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -268565.187500 Penalty: 2500.825684
	Iteration 13Q: 3 clusters Score -268565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -268577.781250 Penalty: 2500.825684
	Iteration 14Q: 3 clusters Score -268577.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -268586.031250 Penalty: 2500.825684
	Iteration 15Q: 3 clusters Score -268586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -268593.031250 Penalty: 2500.825684
	Iteration 16Q: 3 clusters Score -268593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -268597.437500 Penalty: 2500.825684
	Iteration 17Q: 3 clusters Score -268597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -268599.375000 Penalty: 2500.825684
	Iteration 18Q: 3 clusters Score -268599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -268599.562500 Penalty: 2500.825684
	Iteration 19Q: 3 clusters Score -268599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -268599.562500 Penalty: 2500.825684
	Iteration 20F: 3 clusters Score -268599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Entering Unmasked Estep 
Score: -2886830.500000 Penalty: 1627.376831
	Iteration 0F: 2 clusters Score -2886830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2871555.000000 Penalty: 3254.753662
	Iteration 0F: 3 clusters Score -2871555 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2877056.250000 Penalty: 3254.753662
	Iteration 1F: 3 clusters Score -2877056 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2877391.750000 Penalty: 3254.753662
	Iteration 2Q: 3 clusters Score -2877392 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2877717.750000 Penalty: 3254.753662
	Iteration 3Q: 3 clusters Score -2877718 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2878053.000000 Penalty: 3254.753662
	Iteration 4Q: 3 clusters Score -2878053 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2878497.750000 Penalty: 3254.753662
	Iteration 5Q: 3 clusters Score -2878498 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2879080.000000 Penalty: 3254.753662
	Iteration 6F: 3 clusters Score -2879080 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2879862.500000 Penalty: 3254.753662
	Iteration 7F: 3 clusters Score -2879862 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2880957.750000 Penalty: 3254.753662
	Iteration 8F: 3 clusters Score -2880958 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2882240.500000 Penalty: 3254.753662
	Iteration 9F: 3 clusters Score -2882240 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2883429.750000 Penalty: 3254.753662
	Iteration 10F: 3 clusters Score -2883430 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2884343.250000 Penalty: 3254.753662
	Iteration 11Q: 3 clusters Score -2884343 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2884890.500000 Penalty: 3254.753662
	Iteration 12Q: 3 clusters Score -2884890 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2885178.750000 Penalty: 3254.753662
	Iteration 13Q: 3 clusters Score -2885179 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2885353.250000 Penalty: 3254.753662
	Iteration 14Q: 3 clusters Score -2885353 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2885463.000000 Penalty: 3254.753662
	Iteration 15Q: 3 clusters Score -2885463 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2885538.750000 Penalty: 3254.753662
	Iteration 16Q: 3 clusters Score -2885539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2885573.250000 Penalty: 3254.753662
	Iteration 17Q: 3 clusters Score -2885573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2885604.250000 Penalty: 3254.753662
	Iteration 18Q: 3 clusters Score -2885604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2885613.000000 Penalty: 3254.753662
	Iteration 19Q: 3 clusters Score -2885613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2885624.500000 Penalty: 3254.753662
	Iteration 20F: 3 clusters Score -2885624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2885628.250000 Penalty: 3254.753662
	Iteration 21Q: 3 clusters Score -2885628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2885629.750000 Penalty: 3254.753662
	Iteration 22Q: 3 clusters Score -2885630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2885631.500000 Penalty: 3254.753662
	Iteration 23Q: 3 clusters Score -2885632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2885636.750000 Penalty: 3254.753662
	Iteration 24Q: 3 clusters Score -2885637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2885637.500000 Penalty: 3254.753662
	Iteration 25Q: 3 clusters Score -2885638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2885637.750000 Penalty: 3254.753662
	Iteration 26Q: 3 clusters Score -2885638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2885639.250000 Penalty: 3254.753662
	Iteration 27Q: 3 clusters Score -2885639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2885639.250000 Penalty: 3254.753662
	Iteration 28F: 3 clusters Score -2885639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -237279.562500 Penalty: 1222.126099
	Iteration 0F: 2 clusters Score -237279.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -235283.656250 Penalty: 2444.252197
	Iteration 0F: 3 clusters Score -235283.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -235699.953125 Penalty: 2444.252197
	Iteration 1F: 3 clusters Score -235700 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -235793.109375 Penalty: 2444.252197
	Iteration 2F: 3 clusters Score -235793.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -235853.906250 Penalty: 2444.252197
	Iteration 3Q: 3 clusters Score -235853.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -235886.718750 Penalty: 2444.252197
	Iteration 4Q: 3 clusters Score -235886.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -235903.312500 Penalty: 2444.252197
	Iteration 5Q: 3 clusters Score -235903.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -235915.140625 Penalty: 2444.252197
	Iteration 6Q: 3 clusters Score -235915.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -235925.203125 Penalty: 2444.252197
	Iteration 7Q: 3 clusters Score -235925.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -235934.031250 Penalty: 2444.252197
	Iteration 8Q: 3 clusters Score -235934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -235939.109375 Penalty: 2444.252197
	Iteration 9Q: 3 clusters Score -235939.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -235944.296875 Penalty: 2444.252197
	Iteration 10Q: 3 clusters Score -235944.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -235948.156250 Penalty: 2444.252197
	Iteration 11Q: 3 clusters Score -235948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -235951.609375 Penalty: 2444.252197
	Iteration 12Q: 3 clusters Score -235951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -235953.468750 Penalty: 2444.252197
	Iteration 13Q: 3 clusters Score -235953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -235954.062500 Penalty: 2444.252197
	Iteration 14Q: 3 clusters Score -235954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -235955.390625 Penalty: 2444.252197
	Iteration 15Q: 3 clusters Score -235955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -235956.031250 Penalty: 2444.252197
	Iteration 16Q: 3 clusters Score -235956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -235956.109375 Penalty: 2444.252197
	Iteration 17Q: 3 clusters Score -235956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -235956.843750 Penalty: 2444.252197
	Iteration 18Q: 3 clusters Score -235956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -235958.484375 Penalty: 2444.252197
	Iteration 19Q: 3 clusters Score -235958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -235959.125000 Penalty: 2444.252197
	Iteration 20F: 3 clusters Score -235959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -235960.203125 Penalty: 2444.252197
	Iteration 21Q: 3 clusters Score -235960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -235960.593750 Penalty: 2444.252197
	Iteration 22Q: 3 clusters Score -235960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -235961.062500 Penalty: 2444.252197
	Iteration 23Q: 3 clusters Score -235961.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -235961.062500 Penalty: 2444.252197
	Iteration 24F: 3 clusters Score -235961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Entering Unmasked Estep 
Score: -548184.000000 Penalty: 1358.321411
	Iteration 0F: 2 clusters Score -548184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -544625.000000 Penalty: 2716.642822
	Iteration 0F: 3 clusters Score -544625 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -545566.875000 Penalty: 2716.642822
	Iteration 1F: 3 clusters Score -545566.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -545722.375000 Penalty: 2716.642822
	Iteration 2F: 3 clusters Score -545722.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -545838.375000 Penalty: 2716.642822
	Iteration 3F: 3 clusters Score -545838.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -545907.937500 Penalty: 2716.642822
	Iteration 4Q: 3 clusters Score -545907.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -545946.312500 Penalty: 2716.642822
	Iteration 5Q: 3 clusters Score -545946.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -545966.562500 Penalty: 2716.642822
	Iteration 6Q: 3 clusters Score -545966.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -545987.250000 Penalty: 2716.642822
	Iteration 7Q: 3 clusters Score -545987.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -546005.250000 Penalty: 2716.642822
	Iteration 8Q: 3 clusters Score -546005.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -546016.187500 Penalty: 2716.642822
	Iteration 9Q: 3 clusters Score -546016.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -546029.187500 Penalty: 2716.642822
	Iteration 10Q: 3 clusters Score -546029.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -546039.250000 Penalty: 2716.642822
	Iteration 11Q: 3 clusters Score -546039.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -546048.562500 Penalty: 2716.642822
	Iteration 12Q: 3 clusters Score -546048.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -546057.062500 Penalty: 2716.642822
	Iteration 13Q: 3 clusters Score -546057.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -546065.375000 Penalty: 2716.642822
	Iteration 14Q: 3 clusters Score -546065.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -546071.687500 Penalty: 2716.642822
	Iteration 15Q: 3 clusters Score -546071.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -546081.250000 Penalty: 2716.642822
	Iteration 16Q: 3 clusters Score -546081.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -546089.375000 Penalty: 2716.642822
	Iteration 17Q: 3 clusters Score -546089.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -546096.500000 Penalty: 2716.642822
	Iteration 18Q: 3 clusters Score -546096.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -546103.125000 Penalty: 2716.642822
	Iteration 19Q: 3 clusters Score -546103.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -546115.687500 Penalty: 2716.642822
	Iteration 20F: 3 clusters Score -546115.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -546122.625000 Penalty: 2716.642822
	Iteration 21Q: 3 clusters Score -546122.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -546129.125000 Penalty: 2716.642822
	Iteration 22Q: 3 clusters Score -546129.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -546134.375000 Penalty: 2716.642822
	Iteration 23Q: 3 clusters Score -546134.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -546138.937500 Penalty: 2716.642822
	Iteration 24Q: 3 clusters Score -546138.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -546144.562500 Penalty: 2716.642822
	Iteration 25Q: 3 clusters Score -546144.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -546148.687500 Penalty: 2716.642822
	Iteration 26Q: 3 clusters Score -546148.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -546154.500000 Penalty: 2716.642822
	Iteration 27Q: 3 clusters Score -546154.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -546160.375000 Penalty: 2716.642822
	Iteration 28Q: 3 clusters Score -546160.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -546166.250000 Penalty: 2716.642822
	Iteration 29Q: 3 clusters Score -546166.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -546169.750000 Penalty: 2716.642822
	Iteration 30Q: 3 clusters Score -546169.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -546174.437500 Penalty: 2716.642822
	Iteration 31Q: 3 clusters Score -546174.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -546179.125000 Penalty: 2716.642822
	Iteration 32Q: 3 clusters Score -546179.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -546184.375000 Penalty: 2716.642822
	Iteration 33Q: 3 clusters Score -546184.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -546191.062500 Penalty: 2716.642822
	Iteration 34Q: 3 clusters Score -546191.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -546199.687500 Penalty: 2716.642822
	Iteration 35Q: 3 clusters Score -546199.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -546208.562500 Penalty: 2716.642822
	Iteration 36Q: 3 clusters Score -546208.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -546218.125000 Penalty: 2716.642822
	Iteration 37Q: 3 clusters Score -546218.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -546227.000000 Penalty: 2716.642822
	Iteration 38Q: 3 clusters Score -546227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -546235.812500 Penalty: 2716.642822
	Iteration 39Q: 3 clusters Score -546235.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -546240.875000 Penalty: 2716.642822
	Iteration 40F: 3 clusters Score -546240.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -546249.250000 Penalty: 2716.642822
	Iteration 41Q: 3 clusters Score -546249.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -546254.750000 Penalty: 2716.642822
	Iteration 42Q: 3 clusters Score -546254.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -546264.500000 Penalty: 2716.642822
	Iteration 43Q: 3 clusters Score -546264.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -546272.937500 Penalty: 2716.642822
	Iteration 44Q: 3 clusters Score -546272.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -546285.250000 Penalty: 2716.642822
	Iteration 45Q: 3 clusters Score -546285.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -546297.812500 Penalty: 2716.642822
	Iteration 46Q: 3 clusters Score -546297.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -546313.250000 Penalty: 2716.642822
	Iteration 47Q: 3 clusters Score -546313.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -546330.937500 Penalty: 2716.642822
	Iteration 48Q: 3 clusters Score -546330.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -546351.500000 Penalty: 2716.642822
	Iteration 49Q: 3 clusters Score -546351.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -546382.187500 Penalty: 2716.642822
	Iteration 50Q: 3 clusters Score -546382.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -546422.312500 Penalty: 2716.642822
	Iteration 51Q: 3 clusters Score -546422.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -546473.625000 Penalty: 2716.642822
	Iteration 52Q: 3 clusters Score -546473.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -546540.437500 Penalty: 2716.642822
	Iteration 53Q: 3 clusters Score -546540.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -546595.875000 Penalty: 2716.642822
	Iteration 54Q: 3 clusters Score -546595.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -546655.937500 Penalty: 2716.642822
	Iteration 55Q: 3 clusters Score -546655.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -546705.875000 Penalty: 2716.642822
	Iteration 56Q: 3 clusters Score -546705.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -546749.875000 Penalty: 2716.642822
	Iteration 57Q: 3 clusters Score -546749.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -546791.375000 Penalty: 2716.642822
	Iteration 58Q: 3 clusters Score -546791.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -546825.187500 Penalty: 2716.642822
	Iteration 59Q: 3 clusters Score -546825.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -546854.687500 Penalty: 2716.642822
	Iteration 60F: 3 clusters Score -546854.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -546878.375000 Penalty: 2716.642822
	Iteration 61Q: 3 clusters Score -546878.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -546894.000000 Penalty: 2716.642822
	Iteration 62Q: 3 clusters Score -546894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -546905.062500 Penalty: 2716.642822
	Iteration 63Q: 3 clusters Score -546905.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -546913.250000 Penalty: 2716.642822
	Iteration 64Q: 3 clusters Score -546913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -546922.000000 Penalty: 2716.642822
	Iteration 65Q: 3 clusters Score -546922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -546943.187500 Penalty: 2716.642822
	Iteration 66Q: 3 clusters Score -546943.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -546959.937500 Penalty: 2716.642822
	Iteration 67Q: 3 clusters Score -546959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -546970.187500 Penalty: 2716.642822
	Iteration 68Q: 3 clusters Score -546970.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -546979.125000 Penalty: 2716.642822
	Iteration 69Q: 3 clusters Score -546979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -546981.937500 Penalty: 2716.642822
	Iteration 70Q: 3 clusters Score -546981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -546986.250000 Penalty: 2716.642822
	Iteration 71Q: 3 clusters Score -546986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -546987.437500 Penalty: 2716.642822
	Iteration 72Q: 3 clusters Score -546987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -546990.125000 Penalty: 2716.642822
	Iteration 73Q: 3 clusters Score -546990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -546991.312500 Penalty: 2716.642822
	Iteration 74Q: 3 clusters Score -546991.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -546991.312500 Penalty: 2716.642822
	Iteration 75F: 3 clusters Score -546991.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Entering Unmasked Estep 
Score: -2211309.750000 Penalty: 1588.792969
	Iteration 0F: 2 clusters Score -2211310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2199206.000000 Penalty: 3177.585938
	Iteration 0F: 3 clusters Score -2199206 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2203345.000000 Penalty: 3177.585938
	Iteration 1F: 3 clusters Score -2203345 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2203569.250000 Penalty: 3177.585938
	Iteration 2Q: 3 clusters Score -2203569 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2203747.500000 Penalty: 3177.585938
	Iteration 3Q: 3 clusters Score -2203748 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2203888.750000 Penalty: 3177.585938
	Iteration 4Q: 3 clusters Score -2203889 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2204029.250000 Penalty: 3177.585938
	Iteration 5Q: 3 clusters Score -2204029 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2204187.000000 Penalty: 3177.585938
	Iteration 6Q: 3 clusters Score -2204187 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2204343.500000 Penalty: 3177.585938
	Iteration 7Q: 3 clusters Score -2204344 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2204537.750000 Penalty: 3177.585938
	Iteration 8Q: 3 clusters Score -2204538 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2204774.500000 Penalty: 3177.585938
	Iteration 9Q: 3 clusters Score -2204774 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2205048.250000 Penalty: 3177.585938
	Iteration 10Q: 3 clusters Score -2205048 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2205372.500000 Penalty: 3177.585938
	Iteration 11Q: 3 clusters Score -2205372 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2205714.750000 Penalty: 3177.585938
	Iteration 12Q: 3 clusters Score -2205715 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2206112.750000 Penalty: 3177.585938
	Iteration 13Q: 3 clusters Score -2206113 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2206501.000000 Penalty: 3177.585938
	Iteration 14Q: 3 clusters Score -2206501 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2206914.000000 Penalty: 3177.585938
	Iteration 15Q: 3 clusters Score -2206914 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2207334.250000 Penalty: 3177.585938
	Iteration 16Q: 3 clusters Score -2207334 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2207782.500000 Penalty: 3177.585938
	Iteration 17Q: 3 clusters Score -2207782 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2208363.750000 Penalty: 3177.585938
	Iteration 18Q: 3 clusters Score -2208364 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2208924.750000 Penalty: 3177.585938
	Iteration 19Q: 3 clusters Score -2208925 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2209317.000000 Penalty: 3177.585938
	Iteration 20F: 3 clusters Score -2209317 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2209548.500000 Penalty: 3177.585938
	Iteration 21Q: 3 clusters Score -2209548 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2209682.250000 Penalty: 3177.585938
	Iteration 22Q: 3 clusters Score -2209682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2209763.750000 Penalty: 3177.585938
	Iteration 23Q: 3 clusters Score -2209764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2209807.750000 Penalty: 3177.585938
	Iteration 24Q: 3 clusters Score -2209808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2209840.750000 Penalty: 3177.585938
	Iteration 25Q: 3 clusters Score -2209841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2209853.500000 Penalty: 3177.585938
	Iteration 26Q: 3 clusters Score -2209854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2209879.750000 Penalty: 3177.585938
	Iteration 27Q: 3 clusters Score -2209880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2209888.750000 Penalty: 3177.585938
	Iteration 28Q: 3 clusters Score -2209889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2209895.000000 Penalty: 3177.585938
	Iteration 29Q: 3 clusters Score -2209895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2209895.250000 Penalty: 3177.585938
	Iteration 30Q: 3 clusters Score -2209895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2209902.000000 Penalty: 3177.585938
	Iteration 31Q: 3 clusters Score -2209902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2209903.750000 Penalty: 3177.585938
	Iteration 32Q: 3 clusters Score -2209904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2209905.750000 Penalty: 3177.585938
	Iteration 33Q: 3 clusters Score -2209906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2209906.250000 Penalty: 3177.585938
	Iteration 34Q: 3 clusters Score -2209906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2209908.250000 Penalty: 3177.585938
	Iteration 35Q: 3 clusters Score -2209908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2209910.500000 Penalty: 3177.585938
	Iteration 36Q: 3 clusters Score -2209910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2209911.500000 Penalty: 3177.585938
	Iteration 37Q: 3 clusters Score -2209912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2209906.500000 Penalty: 3177.585938
	Iteration 38Q: 3 clusters Score -2209906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2209910.500000 Penalty: 3177.585938
	Iteration 39Q: 3 clusters Score -2209910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2209908.500000 Penalty: 3177.585938
	Iteration 40F: 3 clusters Score -2209908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2209913.250000 Penalty: 3177.585938
	Iteration 41Q: 3 clusters Score -2209913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2209917.500000 Penalty: 3177.585938
	Iteration 42Q: 3 clusters Score -2209918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2209919.500000 Penalty: 3177.585938
	Iteration 43Q: 3 clusters Score -2209920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2209920.750000 Penalty: 3177.585938
	Iteration 44Q: 3 clusters Score -2209921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2209916.500000 Penalty: 3177.585938
	Iteration 45Q: 3 clusters Score -2209916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2209919.250000 Penalty: 3177.585938
	Iteration 46Q: 3 clusters Score -2209919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2209921.000000 Penalty: 3177.585938
	Iteration 47Q: 3 clusters Score -2209921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2209922.500000 Penalty: 3177.585938
	Iteration 48Q: 3 clusters Score -2209922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2209923.250000 Penalty: 3177.585938
	Iteration 49Q: 3 clusters Score -2209923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2209921.000000 Penalty: 3177.585938
	Iteration 50Q: 3 clusters Score -2209921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2209921.250000 Penalty: 3177.585938
	Iteration 51Q: 3 clusters Score -2209921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2209921.000000 Penalty: 3177.585938
	Iteration 52Q: 3 clusters Score -2209921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2209921.000000 Penalty: 3177.585938
	Iteration 53F: 3 clusters Score -2209921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112666 members 
Entering Unmasked Estep 
Score: -14380224.000000 Penalty: 1890.229736
	Iteration 0F: 2 clusters Score -1.438022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -14311374.000000 Penalty: 3780.459473
	Iteration 0F: 3 clusters Score -1.431137e+07 nChanged 53985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -14342717.000000 Penalty: 3780.459473
	Iteration 1F: 3 clusters Score -1.434272e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -14343827.000000 Penalty: 3780.459473
	Iteration 2Q: 3 clusters Score -1.434383e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -14345764.000000 Penalty: 3780.459473
	Iteration 3Q: 3 clusters Score -1.434576e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -14348699.000000 Penalty: 3780.459473
	Iteration 4Q: 3 clusters Score -1.43487e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -14353590.000000 Penalty: 3780.459473
	Iteration 5F: 3 clusters Score -1.435359e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -14360036.000000 Penalty: 3780.459473
	Iteration 6F: 3 clusters Score -1.436004e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -14366588.000000 Penalty: 3780.459473
	Iteration 7F: 3 clusters Score -1.436659e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -14371043.000000 Penalty: 3780.459473
	Iteration 8F: 3 clusters Score -1.437104e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -14373280.000000 Penalty: 3780.459473
	Iteration 9Q: 3 clusters Score -1.437328e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -14374397.000000 Penalty: 3780.459473
	Iteration 10Q: 3 clusters Score -1.43744e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -14374998.000000 Penalty: 3780.459473
	Iteration 11Q: 3 clusters Score -1.4375e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -14375377.000000 Penalty: 3780.459473
	Iteration 12Q: 3 clusters Score -1.437538e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -14375608.000000 Penalty: 3780.459473
	Iteration 13Q: 3 clusters Score -1.437561e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -14375877.000000 Penalty: 3780.459473
	Iteration 14Q: 3 clusters Score -1.437588e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -14375926.000000 Penalty: 3780.459473
	Iteration 15Q: 3 clusters Score -1.437593e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -14376135.000000 Penalty: 3780.459473
	Iteration 16Q: 3 clusters Score -1.437614e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -14376317.000000 Penalty: 3780.459473
	Iteration 17Q: 3 clusters Score -1.437632e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -14376420.000000 Penalty: 3780.459473
	Iteration 18Q: 3 clusters Score -1.437642e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -14376485.000000 Penalty: 3780.459473
	Iteration 19Q: 3 clusters Score -1.437648e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -14376649.000000 Penalty: 3780.459473
	Iteration 20F: 3 clusters Score -1.437665e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -14376796.000000 Penalty: 3780.459473
	Iteration 21Q: 3 clusters Score -1.43768e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -14376892.000000 Penalty: 3780.459473
	Iteration 22Q: 3 clusters Score -1.437689e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -14376922.000000 Penalty: 3780.459473
	Iteration 23Q: 3 clusters Score -1.437692e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -14377053.000000 Penalty: 3780.459473
	Iteration 24Q: 3 clusters Score -1.437705e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -14377185.000000 Penalty: 3780.459473
	Iteration 25Q: 3 clusters Score -1.437718e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -14377366.000000 Penalty: 3780.459473
	Iteration 26Q: 3 clusters Score -1.437737e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -14377508.000000 Penalty: 3780.459473
	Iteration 27Q: 3 clusters Score -1.437751e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -14377769.000000 Penalty: 3780.459473
	Iteration 28Q: 3 clusters Score -1.437777e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -14377991.000000 Penalty: 3780.459473
	Iteration 29Q: 3 clusters Score -1.437799e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -14378274.000000 Penalty: 3780.459473
	Iteration 30Q: 3 clusters Score -1.437827e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -14378560.000000 Penalty: 3780.459473
	Iteration 31Q: 3 clusters Score -1.437856e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -14378862.000000 Penalty: 3780.459473
	Iteration 32Q: 3 clusters Score -1.437886e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -14379139.000000 Penalty: 3780.459473
	Iteration 33Q: 3 clusters Score -1.437914e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -14379383.000000 Penalty: 3780.459473
	Iteration 34Q: 3 clusters Score -1.437938e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -14379572.000000 Penalty: 3780.459473
	Iteration 35Q: 3 clusters Score -1.437957e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -14379727.000000 Penalty: 3780.459473
	Iteration 36Q: 3 clusters Score -1.437973e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -14379757.000000 Penalty: 3780.459473
	Iteration 37Q: 3 clusters Score -1.437976e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -14379894.000000 Penalty: 3780.459473
	Iteration 38Q: 3 clusters Score -1.437989e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -14379904.000000 Penalty: 3780.459473
	Iteration 39Q: 3 clusters Score -1.43799e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -14379976.000000 Penalty: 3780.459473
	Iteration 40F: 3 clusters Score -1.437998e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -14379994.000000 Penalty: 3780.459473
	Iteration 41Q: 3 clusters Score -1.437999e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -14380044.000000 Penalty: 3780.459473
	Iteration 42Q: 3 clusters Score -1.438004e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -14380034.000000 Penalty: 3780.459473
	Iteration 43Q: 3 clusters Score -1.438003e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -14380006.000000 Penalty: 3780.459473
	Iteration 44Q: 3 clusters Score -1.438001e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -14380001.000000 Penalty: 3780.459473
	Iteration 45Q: 3 clusters Score -1.438e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -14380008.000000 Penalty: 3780.459473
	Iteration 46Q: 3 clusters Score -1.438001e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -14379967.000000 Penalty: 3780.459473
	Iteration 47Q: 3 clusters Score -1.437997e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -14379977.000000 Penalty: 3780.459473
	Iteration 48Q: 3 clusters Score -1.437998e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -14379956.000000 Penalty: 3780.459473
	Iteration 49Q: 3 clusters Score -1.437996e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -14379933.000000 Penalty: 3780.459473
	Iteration 50Q: 3 clusters Score -1.437993e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -14379942.000000 Penalty: 3780.459473
	Iteration 51Q: 3 clusters Score -1.437994e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -14379907.000000 Penalty: 3780.459473
	Iteration 52Q: 3 clusters Score -1.437991e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
Score: -14379889.000000 Penalty: 3780.459473
	Iteration 53Q: 3 clusters Score -1.437989e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -14379893.000000 Penalty: 3780.459473
	Iteration 54Q: 3 clusters Score -1.437989e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -14379854.000000 Penalty: 3780.459473
	Iteration 55Q: 3 clusters Score -1.437985e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -14379865.000000 Penalty: 3780.459473
	Iteration 56Q: 3 clusters Score -1.437986e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -14379860.000000 Penalty: 3780.459473
	Iteration 57Q: 3 clusters Score -1.437986e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -14379833.000000 Penalty: 3780.459473
	Iteration 58Q: 3 clusters Score -1.437983e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -14379854.000000 Penalty: 3780.459473
	Iteration 59Q: 3 clusters Score -1.437985e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -14379852.000000 Penalty: 3780.459473
	Iteration 60F: 3 clusters Score -1.437985e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -14379855.000000 Penalty: 3780.459473
	Iteration 61Q: 3 clusters Score -1.437986e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -14379869.000000 Penalty: 3780.459473
	Iteration 62Q: 3 clusters Score -1.437987e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -14379865.000000 Penalty: 3780.459473
	Iteration 63Q: 3 clusters Score -1.437986e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -14379864.000000 Penalty: 3780.459473
	Iteration 64Q: 3 clusters Score -1.437986e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -14379872.000000 Penalty: 3780.459473
	Iteration 65Q: 3 clusters Score -1.437987e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -14379866.000000 Penalty: 3780.459473
	Iteration 66Q: 3 clusters Score -1.437987e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -14379881.000000 Penalty: 3780.459473
	Iteration 67Q: 3 clusters Score -1.437988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -14379873.000000 Penalty: 3780.459473
	Iteration 68Q: 3 clusters Score -1.437987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -14379848.000000 Penalty: 3780.459473
	Iteration 69Q: 3 clusters Score -1.437985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -14379837.000000 Penalty: 3780.459473
	Iteration 70Q: 3 clusters Score -1.437984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -14379822.000000 Penalty: 3780.459473
	Iteration 71Q: 3 clusters Score -1.437982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -14379833.000000 Penalty: 3780.459473
	Iteration 72Q: 3 clusters Score -1.437983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -14379828.000000 Penalty: 3780.459473
	Iteration 73Q: 3 clusters Score -1.437983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -14379822.000000 Penalty: 3780.459473
	Iteration 74Q: 3 clusters Score -1.437982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -14379813.000000 Penalty: 3780.459473
	Iteration 75Q: 3 clusters Score -1.437981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -14379828.000000 Penalty: 3780.459473
	Iteration 76Q: 3 clusters Score -1.437983e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -14379819.000000 Penalty: 3780.459473
	Iteration 77Q: 3 clusters Score -1.437982e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -14379823.000000 Penalty: 3780.459473
	Iteration 78Q: 3 clusters Score -1.437982e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -14379821.000000 Penalty: 3780.459473
	Iteration 79Q: 3 clusters Score -1.437982e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -14379819.000000 Penalty: 3780.459473
	Iteration 80F: 3 clusters Score -1.437982e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -14379811.000000 Penalty: 3780.459473
	Iteration 81Q: 3 clusters Score -1.437981e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -14379795.000000 Penalty: 3780.459473
	Iteration 82Q: 3 clusters Score -1.43798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -14379790.000000 Penalty: 3780.459473
	Iteration 83Q: 3 clusters Score -1.437979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -14379781.000000 Penalty: 3780.459473
	Iteration 84Q: 3 clusters Score -1.437978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -14379781.000000 Penalty: 3780.459473
	Iteration 85Q: 3 clusters Score -1.437978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -14379777.000000 Penalty: 3780.459473
	Iteration 86Q: 3 clusters Score -1.437978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -14379765.000000 Penalty: 3780.459473
	Iteration 87Q: 3 clusters Score -1.437976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -14379787.000000 Penalty: 3780.459473
	Iteration 88Q: 3 clusters Score -1.437979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -14379785.000000 Penalty: 3780.459473
	Iteration 89Q: 3 clusters Score -1.437978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -14379782.000000 Penalty: 3780.459473
	Iteration 90Q: 3 clusters Score -1.437978e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -14379782.000000 Penalty: 3780.459473
	Iteration 91Q: 3 clusters Score -1.437978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -14379789.000000 Penalty: 3780.459473
	Iteration 92Q: 3 clusters Score -1.437979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -14379773.000000 Penalty: 3780.459473
	Iteration 93Q: 3 clusters Score -1.437977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -14379774.000000 Penalty: 3780.459473
	Iteration 94Q: 3 clusters Score -1.437977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -14379785.000000 Penalty: 3780.459473
	Iteration 95Q: 3 clusters Score -1.437978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -14379791.000000 Penalty: 3780.459473
	Iteration 96Q: 3 clusters Score -1.437979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -14379790.000000 Penalty: 3780.459473
	Iteration 97Q: 3 clusters Score -1.437979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -14379777.000000 Penalty: 3780.459473
	Iteration 98Q: 3 clusters Score -1.437978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -14379763.000000 Penalty: 3780.459473
	Iteration 99Q: 3 clusters Score -1.437976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -14379761.000000 Penalty: 3780.459473
	Iteration 100F: 3 clusters Score -1.437976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -14379758.000000 Penalty: 3780.459473
	Iteration 101Q: 3 clusters Score -1.437976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -14379762.000000 Penalty: 3780.459473
	Iteration 102Q: 3 clusters Score -1.437976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -14379754.000000 Penalty: 3780.459473
	Iteration 103Q: 3 clusters Score -1.437975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -14379758.000000 Penalty: 3780.459473
	Iteration 104Q: 3 clusters Score -1.437976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -14379749.000000 Penalty: 3780.459473
	Iteration 105Q: 3 clusters Score -1.437975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -14379744.000000 Penalty: 3780.459473
	Iteration 106Q: 3 clusters Score -1.437974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -14379748.000000 Penalty: 3780.459473
	Iteration 107Q: 3 clusters Score -1.437975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -14379745.000000 Penalty: 3780.459473
	Iteration 108Q: 3 clusters Score -1.437974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -14379746.000000 Penalty: 3780.459473
	Iteration 109Q: 3 clusters Score -1.437975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -14379743.000000 Penalty: 3780.459473
	Iteration 110Q: 3 clusters Score -1.437974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -14379741.000000 Penalty: 3780.459473
	Iteration 111Q: 3 clusters Score -1.437974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -14379754.000000 Penalty: 3780.459473
	Iteration 112Q: 3 clusters Score -1.437975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -14379761.000000 Penalty: 3780.459473
	Iteration 113Q: 3 clusters Score -1.437976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -14379759.000000 Penalty: 3780.459473
	Iteration 114Q: 3 clusters Score -1.437976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -14379761.000000 Penalty: 3780.459473
	Iteration 115Q: 3 clusters Score -1.437976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 60432 members 
Entering Unmasked Estep 
Score: -14379758.000000 Penalty: 3780.459473
	Iteration 116Q: 3 clusters Score -1.437976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -14379752.000000 Penalty: 3780.459473
	Iteration 117Q: 3 clusters Score -1.437975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -14379754.000000 Penalty: 3780.459473
	Iteration 118Q: 3 clusters Score -1.437975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -14379761.000000 Penalty: 3780.459473
	Iteration 119Q: 3 clusters Score -1.437976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -14379748.000000 Penalty: 3780.459473
	Iteration 120F: 3 clusters Score -1.437975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -14379752.000000 Penalty: 3780.459473
	Iteration 121Q: 3 clusters Score -1.437975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -14379756.000000 Penalty: 3780.459473
	Iteration 122Q: 3 clusters Score -1.437976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -14379746.000000 Penalty: 3780.459473
	Iteration 123Q: 3 clusters Score -1.437975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -14379744.000000 Penalty: 3780.459473
	Iteration 124Q: 3 clusters Score -1.437974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -14379760.000000 Penalty: 3780.459473
	Iteration 125Q: 3 clusters Score -1.437976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -14379761.000000 Penalty: 3780.459473
	Iteration 126Q: 3 clusters Score -1.437976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -14379753.000000 Penalty: 3780.459473
	Iteration 127Q: 3 clusters Score -1.437975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -14379762.000000 Penalty: 3780.459473
	Iteration 128Q: 3 clusters Score -1.437976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -14379753.000000 Penalty: 3780.459473
	Iteration 129Q: 3 clusters Score -1.437975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -14379730.000000 Penalty: 3780.459473
	Iteration 130Q: 3 clusters Score -1.437973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -14379732.000000 Penalty: 3780.459473
	Iteration 131Q: 3 clusters Score -1.437973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -14379722.000000 Penalty: 3780.459473
	Iteration 132Q: 3 clusters Score -1.437972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -14379724.000000 Penalty: 3780.459473
	Iteration 133Q: 3 clusters Score -1.437972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -14379712.000000 Penalty: 3780.459473
	Iteration 134Q: 3 clusters Score -1.437971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -14379712.000000 Penalty: 3780.459473
	Iteration 135Q: 3 clusters Score -1.437971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -14379714.000000 Penalty: 3780.459473
	Iteration 136Q: 3 clusters Score -1.437971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -14379713.000000 Penalty: 3780.459473
	Iteration 137Q: 3 clusters Score -1.437971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -14379712.000000 Penalty: 3780.459473
	Iteration 138Q: 3 clusters Score -1.437971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -14379725.000000 Penalty: 3780.459473
	Iteration 139Q: 3 clusters Score -1.437972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -14379721.000000 Penalty: 3780.459473
	Iteration 140F: 3 clusters Score -1.437972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -14379710.000000 Penalty: 3780.459473
	Iteration 141Q: 3 clusters Score -1.437971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -14379703.000000 Penalty: 3780.459473
	Iteration 142Q: 3 clusters Score -1.43797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -14379711.000000 Penalty: 3780.459473
	Iteration 143Q: 3 clusters Score -1.437971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -14379721.000000 Penalty: 3780.459473
	Iteration 144Q: 3 clusters Score -1.437972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -14379718.000000 Penalty: 3780.459473
	Iteration 145Q: 3 clusters Score -1.437972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -14379715.000000 Penalty: 3780.459473
	Iteration 146Q: 3 clusters Score -1.437972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -14379713.000000 Penalty: 3780.459473
	Iteration 147Q: 3 clusters Score -1.437971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -14379713.000000 Penalty: 3780.459473
	Iteration 148F: 3 clusters Score -1.437971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -425476.906250 Penalty: 1322.706543
	Iteration 0F: 2 clusters Score -425476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -422453.281250 Penalty: 2645.413086
	Iteration 0F: 3 clusters Score -422453.3 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -423162.906250 Penalty: 2645.413086
	Iteration 1F: 3 clusters Score -423162.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -423298.843750 Penalty: 2645.413086
	Iteration 2F: 3 clusters Score -423298.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -423380.781250 Penalty: 2645.413086
	Iteration 3Q: 3 clusters Score -423380.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -423434.718750 Penalty: 2645.413086
	Iteration 4Q: 3 clusters Score -423434.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -423469.781250 Penalty: 2645.413086
	Iteration 5Q: 3 clusters Score -423469.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -423492.437500 Penalty: 2645.413086
	Iteration 6Q: 3 clusters Score -423492.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -423515.343750 Penalty: 2645.413086
	Iteration 7Q: 3 clusters Score -423515.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -423530.843750 Penalty: 2645.413086
	Iteration 8Q: 3 clusters Score -423530.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -423539.093750 Penalty: 2645.413086
	Iteration 9Q: 3 clusters Score -423539.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -423551.375000 Penalty: 2645.413086
	Iteration 10Q: 3 clusters Score -423551.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -423566.812500 Penalty: 2645.413086
	Iteration 11Q: 3 clusters Score -423566.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -423583.718750 Penalty: 2645.413086
	Iteration 12Q: 3 clusters Score -423583.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -423606.531250 Penalty: 2645.413086
	Iteration 13Q: 3 clusters Score -423606.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -423628.000000 Penalty: 2645.413086
	Iteration 14Q: 3 clusters Score -423628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -423644.343750 Penalty: 2645.413086
	Iteration 15Q: 3 clusters Score -423644.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -423657.250000 Penalty: 2645.413086
	Iteration 16Q: 3 clusters Score -423657.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -423672.562500 Penalty: 2645.413086
	Iteration 17Q: 3 clusters Score -423672.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -423686.093750 Penalty: 2645.413086
	Iteration 18Q: 3 clusters Score -423686.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -423699.468750 Penalty: 2645.413086
	Iteration 19Q: 3 clusters Score -423699.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -423710.812500 Penalty: 2645.413086
	Iteration 20F: 3 clusters Score -423710.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -423720.843750 Penalty: 2645.413086
	Iteration 21Q: 3 clusters Score -423720.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -423732.250000 Penalty: 2645.413086
	Iteration 22Q: 3 clusters Score -423732.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -423743.343750 Penalty: 2645.413086
	Iteration 23Q: 3 clusters Score -423743.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -423753.000000 Penalty: 2645.413086
	Iteration 24Q: 3 clusters Score -423753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -423760.687500 Penalty: 2645.413086
	Iteration 25Q: 3 clusters Score -423760.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -423769.968750 Penalty: 2645.413086
	Iteration 26Q: 3 clusters Score -423770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -423776.343750 Penalty: 2645.413086
	Iteration 27Q: 3 clusters Score -423776.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -423785.093750 Penalty: 2645.413086
	Iteration 28Q: 3 clusters Score -423785.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -423794.562500 Penalty: 2645.413086
	Iteration 29Q: 3 clusters Score -423794.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -423803.937500 Penalty: 2645.413086
	Iteration 30Q: 3 clusters Score -423803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -423810.593750 Penalty: 2645.413086
	Iteration 31Q: 3 clusters Score -423810.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -423824.031250 Penalty: 2645.413086
	Iteration 32Q: 3 clusters Score -423824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -423838.218750 Penalty: 2645.413086
	Iteration 33Q: 3 clusters Score -423838.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -423850.843750 Penalty: 2645.413086
	Iteration 34Q: 3 clusters Score -423850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -423857.156250 Penalty: 2645.413086
	Iteration 35Q: 3 clusters Score -423857.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -423860.281250 Penalty: 2645.413086
	Iteration 36Q: 3 clusters Score -423860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -423863.187500 Penalty: 2645.413086
	Iteration 37Q: 3 clusters Score -423863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -423866.906250 Penalty: 2645.413086
	Iteration 38Q: 3 clusters Score -423866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -423869.125000 Penalty: 2645.413086
	Iteration 39Q: 3 clusters Score -423869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -423871.781250 Penalty: 2645.413086
	Iteration 40F: 3 clusters Score -423871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -423875.343750 Penalty: 2645.413086
	Iteration 41Q: 3 clusters Score -423875.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -423876.218750 Penalty: 2645.413086
	Iteration 42Q: 3 clusters Score -423876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -423877.687500 Penalty: 2645.413086
	Iteration 43Q: 3 clusters Score -423877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -423877.562500 Penalty: 2645.413086
	Iteration 44Q: 3 clusters Score -423877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -423878.812500 Penalty: 2645.413086
	Iteration 45Q: 3 clusters Score -423878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -423879.437500 Penalty: 2645.413086
	Iteration 46Q: 3 clusters Score -423879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -423879.156250 Penalty: 2645.413086
	Iteration 47Q: 3 clusters Score -423879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -423880.250000 Penalty: 2645.413086
	Iteration 48Q: 3 clusters Score -423880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -423880.968750 Penalty: 2645.413086
	Iteration 49Q: 3 clusters Score -423881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -423880.968750 Penalty: 2645.413086
	Iteration 50F: 3 clusters Score -423881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Entering Unmasked Estep 
Score: -4048057.250000 Penalty: 1684.755249
	Iteration 0F: 2 clusters Score -4048057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4026610.000000 Penalty: 3369.510498
	Iteration 0F: 3 clusters Score -4026610 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4035178.750000 Penalty: 3369.510498
	Iteration 1F: 3 clusters Score -4035179 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4035795.750000 Penalty: 3369.510498
	Iteration 2Q: 3 clusters Score -4035796 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -4036560.750000 Penalty: 3369.510498
	Iteration 3F: 3 clusters Score -4036561 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4037503.500000 Penalty: 3369.510498
	Iteration 4F: 3 clusters Score -4037504 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4038735.000000 Penalty: 3369.510498
	Iteration 5F: 3 clusters Score -4038735 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -4040247.750000 Penalty: 3369.510498
	Iteration 6F: 3 clusters Score -4040248 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -4041828.500000 Penalty: 3369.510498
	Iteration 7F: 3 clusters Score -4041828 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4043210.750000 Penalty: 3369.510498
	Iteration 8F: 3 clusters Score -4043211 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4044290.250000 Penalty: 3369.510498
	Iteration 9Q: 3 clusters Score -4044290 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -4044997.750000 Penalty: 3369.510498
	Iteration 10Q: 3 clusters Score -4044998 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4045415.000000 Penalty: 3369.510498
	Iteration 11Q: 3 clusters Score -4045415 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4045681.000000 Penalty: 3369.510498
	Iteration 12Q: 3 clusters Score -4045681 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4045874.250000 Penalty: 3369.510498
	Iteration 13Q: 3 clusters Score -4045874 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4045982.250000 Penalty: 3369.510498
	Iteration 14Q: 3 clusters Score -4045982 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4046072.750000 Penalty: 3369.510498
	Iteration 15Q: 3 clusters Score -4046073 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4046157.250000 Penalty: 3369.510498
	Iteration 16Q: 3 clusters Score -4046157 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4046211.000000 Penalty: 3369.510498
	Iteration 17Q: 3 clusters Score -4046211 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4046260.250000 Penalty: 3369.510498
	Iteration 18Q: 3 clusters Score -4046260 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4046308.250000 Penalty: 3369.510498
	Iteration 19Q: 3 clusters Score -4046308 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4046340.500000 Penalty: 3369.510498
	Iteration 20F: 3 clusters Score -4046340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4046370.500000 Penalty: 3369.510498
	Iteration 21Q: 3 clusters Score -4046370 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4046393.000000 Penalty: 3369.510498
	Iteration 22Q: 3 clusters Score -4046393 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4046416.000000 Penalty: 3369.510498
	Iteration 23Q: 3 clusters Score -4046416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4046424.250000 Penalty: 3369.510498
	Iteration 24Q: 3 clusters Score -4046424 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4046428.750000 Penalty: 3369.510498
	Iteration 25Q: 3 clusters Score -4046429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4046449.250000 Penalty: 3369.510498
	Iteration 26Q: 3 clusters Score -4046449 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4046469.500000 Penalty: 3369.510498
	Iteration 27Q: 3 clusters Score -4046470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4046487.000000 Penalty: 3369.510498
	Iteration 28Q: 3 clusters Score -4046487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4046494.250000 Penalty: 3369.510498
	Iteration 29Q: 3 clusters Score -4046494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4046512.250000 Penalty: 3369.510498
	Iteration 30Q: 3 clusters Score -4046512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4046537.250000 Penalty: 3369.510498
	Iteration 31Q: 3 clusters Score -4046537 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4046561.750000 Penalty: 3369.510498
	Iteration 32Q: 3 clusters Score -4046562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4046575.750000 Penalty: 3369.510498
	Iteration 33Q: 3 clusters Score -4046576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4046591.750000 Penalty: 3369.510498
	Iteration 34Q: 3 clusters Score -4046592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4046615.250000 Penalty: 3369.510498
	Iteration 35Q: 3 clusters Score -4046615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4046635.250000 Penalty: 3369.510498
	Iteration 36Q: 3 clusters Score -4046635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4046649.250000 Penalty: 3369.510498
	Iteration 37Q: 3 clusters Score -4046649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4046665.000000 Penalty: 3369.510498
	Iteration 38Q: 3 clusters Score -4046665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4046679.250000 Penalty: 3369.510498
	Iteration 39Q: 3 clusters Score -4046679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4046678.750000 Penalty: 3369.510498
	Iteration 40F: 3 clusters Score -4046679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4046689.250000 Penalty: 3369.510498
	Iteration 41Q: 3 clusters Score -4046689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4046696.250000 Penalty: 3369.510498
	Iteration 42Q: 3 clusters Score -4046696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4046702.250000 Penalty: 3369.510498
	Iteration 43Q: 3 clusters Score -4046702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4046705.500000 Penalty: 3369.510498
	Iteration 44Q: 3 clusters Score -4046706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4046724.500000 Penalty: 3369.510498
	Iteration 45Q: 3 clusters Score -4046724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4046730.000000 Penalty: 3369.510498
	Iteration 46Q: 3 clusters Score -4046730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4046736.000000 Penalty: 3369.510498
	Iteration 47Q: 3 clusters Score -4046736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4046743.750000 Penalty: 3369.510498
	Iteration 48Q: 3 clusters Score -4046744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4046741.000000 Penalty: 3369.510498
	Iteration 49Q: 3 clusters Score -4046741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4046744.250000 Penalty: 3369.510498
	Iteration 50Q: 3 clusters Score -4046744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4046750.000000 Penalty: 3369.510498
	Iteration 51Q: 3 clusters Score -4046750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4046761.750000 Penalty: 3369.510498
	Iteration 52Q: 3 clusters Score -4046762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4046773.500000 Penalty: 3369.510498
	Iteration 53Q: 3 clusters Score -4046774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4046778.750000 Penalty: 3369.510498
	Iteration 54Q: 3 clusters Score -4046779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4046778.250000 Penalty: 3369.510498
	Iteration 55Q: 3 clusters Score -4046778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4046776.500000 Penalty: 3369.510498
	Iteration 56Q: 3 clusters Score -4046776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4046771.750000 Penalty: 3369.510498
	Iteration 57Q: 3 clusters Score -4046772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4046774.500000 Penalty: 3369.510498
	Iteration 58Q: 3 clusters Score -4046774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4046770.750000 Penalty: 3369.510498
	Iteration 59Q: 3 clusters Score -4046771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4046772.000000 Penalty: 3369.510498
	Iteration 60F: 3 clusters Score -4046772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4046767.250000 Penalty: 3369.510498
	Iteration 61Q: 3 clusters Score -4046767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4046770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4046771.500000 Penalty: 3369.510498
	Iteration 63Q: 3 clusters Score -4046772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4046769.250000 Penalty: 3369.510498
	Iteration 64Q: 3 clusters Score -4046769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4046770.750000 Penalty: 3369.510498
	Iteration 65Q: 3 clusters Score -4046771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4046769.250000 Penalty: 3369.510498
	Iteration 66Q: 3 clusters Score -4046769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4046769.250000 Penalty: 3369.510498
	Iteration 67F: 3 clusters Score -4046769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99790 members 
Mstep: Class 5 contains 105818 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 125494 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 34386 members 
Mstep: Class 11 contains 11511 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17627 members 
Mstep: Class 17 contains 112666 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796368.000000 Penalty: 40969.332031
Iteration 359Q: 20 clusters Score -7.279637e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99849 members 
Mstep: Class 5 contains 105819 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 125410 members 
Mstep: Class 8 contains 1652 members 
Mstep: Class 9 contains 2019 members 
Mstep: Class 10 contains 34582 members 
Mstep: Class 11 contains 11452 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22375 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 17626 members 
Mstep: Class 17 contains 112563 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796472.000000 Penalty: 40969.332031
Iteration 360F: 20 clusters Score -7.279647e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99885 members 
Mstep: Class 5 contains 105825 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 125341 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 1980 members 
Mstep: Class 10 contains 34790 members 
Mstep: Class 11 contains 11384 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22402 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 17623 members 
Mstep: Class 17 contains 112464 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796472.000000 Penalty: 40969.332031
Iteration 361Q: 20 clusters Score -7.279647e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99930 members 
Mstep: Class 5 contains 105830 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 125244 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 34990 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 17621 members 
Mstep: Class 17 contains 112381 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796608.000000 Penalty: 40969.332031
Iteration 362Q: 20 clusters Score -7.279661e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 99972 members 
Mstep: Class 5 contains 105834 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 125172 members 
Mstep: Class 8 contains 1627 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 35191 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22477 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 17621 members 
Mstep: Class 17 contains 112284 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796624.000000 Penalty: 40969.332031
Iteration 363Q: 20 clusters Score -7.279662e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100004 members 
Mstep: Class 5 contains 105836 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 125097 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 35392 members 
Mstep: Class 11 contains 11201 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22511 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 17620 members 
Mstep: Class 17 contains 112190 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796728.000000 Penalty: 40969.332031
Iteration 364Q: 20 clusters Score -7.279673e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100047 members 
Mstep: Class 5 contains 105843 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 125029 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 1785 members 
Mstep: Class 10 contains 35591 members 
Mstep: Class 11 contains 11133 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 22546 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17615 members 
Mstep: Class 17 contains 112089 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 31896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796872.000000 Penalty: 40969.332031
Iteration 365Q: 20 clusters Score -7.279687e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100081 members 
Mstep: Class 5 contains 105848 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124927 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 35802 members 
Mstep: Class 11 contains 11064 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22582 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 17612 members 
Mstep: Class 17 contains 112012 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 31897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796984.000000 Penalty: 40969.332031
Iteration 366Q: 20 clusters Score -7.279698e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100109 members 
Mstep: Class 5 contains 105853 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124866 members 
Mstep: Class 8 contains 1602 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 36001 members 
Mstep: Class 11 contains 10994 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 22630 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17608 members 
Mstep: Class 17 contains 111893 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 31902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797080.000000 Penalty: 40969.332031
Iteration 367Q: 20 clusters Score -7.279708e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100141 members 
Mstep: Class 5 contains 105863 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124772 members 
Mstep: Class 8 contains 1597 members 
Mstep: Class 9 contains 1710 members 
Mstep: Class 10 contains 36203 members 
Mstep: Class 11 contains 10912 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 22690 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17605 members 
Mstep: Class 17 contains 111788 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797192.000000 Penalty: 40969.332031
Iteration 368Q: 20 clusters Score -7.279719e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100169 members 
Mstep: Class 5 contains 105871 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124644 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 36418 members 
Mstep: Class 11 contains 10835 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 22758 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17603 members 
Mstep: Class 17 contains 111691 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797264.000000 Penalty: 40969.332031
Iteration 369Q: 20 clusters Score -7.279726e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100194 members 
Mstep: Class 5 contains 105878 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124522 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 36648 members 
Mstep: Class 11 contains 10740 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 22812 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 17601 members 
Mstep: Class 17 contains 111609 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 370Q: 20 clusters Score -7.279735e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100193 members 
Mstep: Class 5 contains 105886 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124458 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 36851 members 
Mstep: Class 11 contains 10653 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 22851 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 17603 members 
Mstep: Class 17 contains 111521 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31907 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 371Q: 20 clusters Score -7.279742e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100185 members 
Mstep: Class 5 contains 105888 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124405 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 37031 members 
Mstep: Class 11 contains 10584 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 22892 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 4258 members 
Mstep: Class 16 contains 17612 members 
Mstep: Class 17 contains 111432 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31912 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 372Q: 20 clusters Score -7.279758e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100182 members 
Mstep: Class 5 contains 105889 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124329 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 37185 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 22948 members 
Mstep: Class 14 contains 1842 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 17614 members 
Mstep: Class 17 contains 111365 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797584.000000 Penalty: 40969.332031
Iteration 373Q: 20 clusters Score -7.279758e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100183 members 
Mstep: Class 5 contains 105887 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124241 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 37331 members 
Mstep: Class 11 contains 10474 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 23006 members 
Mstep: Class 14 contains 1842 members 
Mstep: Class 15 contains 4262 members 
Mstep: Class 16 contains 17615 members 
Mstep: Class 17 contains 111309 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797808.000000 Penalty: 40969.332031
Iteration 374Q: 20 clusters Score -7.279781e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100173 members 
Mstep: Class 5 contains 105888 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124157 members 
Mstep: Class 8 contains 1572 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 37502 members 
Mstep: Class 11 contains 10424 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 23042 members 
Mstep: Class 14 contains 1843 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 17613 members 
Mstep: Class 17 contains 111257 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797904.000000 Penalty: 40969.332031
Iteration 375Q: 20 clusters Score -7.27979e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100181 members 
Mstep: Class 5 contains 105893 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 124047 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 1631 members 
Mstep: Class 10 contains 37642 members 
Mstep: Class 11 contains 10386 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 23080 members 
Mstep: Class 14 contains 1843 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 17609 members 
Mstep: Class 17 contains 111220 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797920.000000 Penalty: 40969.332031
Iteration 376Q: 20 clusters Score -7.279792e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100171 members 
Mstep: Class 5 contains 105898 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123949 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 1624 members 
Mstep: Class 10 contains 37779 members 
Mstep: Class 11 contains 10358 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 23117 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 17612 members 
Mstep: Class 17 contains 111182 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797992.000000 Penalty: 40969.332031
Iteration 377Q: 20 clusters Score -7.279799e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100155 members 
Mstep: Class 5 contains 105902 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123869 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 1615 members 
Mstep: Class 10 contains 37902 members 
Mstep: Class 11 contains 10325 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 23149 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17616 members 
Mstep: Class 17 contains 111158 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797960.000000 Penalty: 40969.332031
Iteration 378Q: 20 clusters Score -7.279796e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100145 members 
Mstep: Class 5 contains 105902 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123796 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 1599 members 
Mstep: Class 10 contains 38029 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 23178 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17618 members 
Mstep: Class 17 contains 111149 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797976.000000 Penalty: 40969.332031
Iteration 379Q: 20 clusters Score -7.279798e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100126 members 
Mstep: Class 5 contains 105902 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123730 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 1585 members 
Mstep: Class 10 contains 38139 members 
Mstep: Class 11 contains 10238 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 23204 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17620 members 
Mstep: Class 17 contains 111149 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797976.000000 Penalty: 40969.332031
Iteration 380F: 20 clusters Score -7.279798e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100116 members 
Mstep: Class 5 contains 105903 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123661 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 1579 members 
Mstep: Class 10 contains 38252 members 
Mstep: Class 11 contains 10188 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 17621 members 
Mstep: Class 17 contains 111141 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798008.000000 Penalty: 40969.332031
Iteration 381Q: 20 clusters Score -7.279801e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100104 members 
Mstep: Class 5 contains 105904 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123604 members 
Mstep: Class 8 contains 1551 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 38355 members 
Mstep: Class 11 contains 10150 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23242 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 17622 members 
Mstep: Class 17 contains 111141 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798080.000000 Penalty: 40969.332031
Iteration 382Q: 20 clusters Score -7.279808e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100098 members 
Mstep: Class 5 contains 105902 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123553 members 
Mstep: Class 8 contains 1549 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 38455 members 
Mstep: Class 11 contains 10110 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23259 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 17621 members 
Mstep: Class 17 contains 111128 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2155.473633 but Gain 2156.281250
Score: -72797976.000000 Penalty: 38813.050781
Iteration 383Q: 19 clusters Score -7.279798e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100099 members 
Mstep: Class 5 contains 105899 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123495 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 10 contains 38568 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23282 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 17623 members 
Mstep: Class 17 contains 112566 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798760.000000 Penalty: 38813.050781
Iteration 384Q: 19 clusters Score -7.279876e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100087 members 
Mstep: Class 5 contains 105897 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123268 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 10 contains 38737 members 
Mstep: Class 11 contains 10014 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23309 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 4290 members 
Mstep: Class 16 contains 17625 members 
Mstep: Class 17 contains 112709 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798672.000000 Penalty: 38813.050781
Iteration 385Q: 19 clusters Score -7.279867e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 747 members 
Mstep: Class 4 contains 100075 members 
Mstep: Class 5 contains 105903 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 123061 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 10 contains 38935 members 
Mstep: Class 11 contains 9981 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23327 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 4289 members 
Mstep: Class 16 contains 17626 members 
Mstep: Class 17 contains 112778 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798824.000000 Penalty: 38813.050781
Iteration 386Q: 19 clusters Score -7.279882e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100058 members 
Mstep: Class 5 contains 105899 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122918 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 10 contains 39131 members 
Mstep: Class 11 contains 9934 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23351 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4287 members 
Mstep: Class 16 contains 17626 members 
Mstep: Class 17 contains 112794 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798872.000000 Penalty: 38813.050781
Iteration 387Q: 19 clusters Score -7.279887e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100038 members 
Mstep: Class 5 contains 105899 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122803 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 10 contains 39296 members 
Mstep: Class 11 contains 9902 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23379 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4286 members 
Mstep: Class 16 contains 17628 members 
Mstep: Class 17 contains 112787 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798904.000000 Penalty: 38813.050781
Iteration 388Q: 19 clusters Score -7.27989e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100033 members 
Mstep: Class 5 contains 105906 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122701 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 10 contains 39437 members 
Mstep: Class 11 contains 9886 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23414 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 17 contains 112746 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799024.000000 Penalty: 38813.050781
Iteration 389Q: 19 clusters Score -7.279902e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100035 members 
Mstep: Class 5 contains 105911 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122627 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 10 contains 39579 members 
Mstep: Class 11 contains 9859 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23463 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 17631 members 
Mstep: Class 17 contains 112664 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799128.000000 Penalty: 38813.050781
Iteration 390Q: 19 clusters Score -7.279913e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100052 members 
Mstep: Class 5 contains 105914 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122583 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 10 contains 39734 members 
Mstep: Class 11 contains 9834 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23507 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 17632 members 
Mstep: Class 17 contains 112538 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799184.000000 Penalty: 38813.050781
Iteration 391Q: 19 clusters Score -7.279918e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100050 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122518 members 
Mstep: Class 8 contains 1413 members 
Mstep: Class 10 contains 39902 members 
Mstep: Class 11 contains 9813 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23563 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 17640 members 
Mstep: Class 17 contains 112411 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799000.000000 Penalty: 38813.050781
Iteration 392Q: 19 clusters Score -7.2799e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100063 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122430 members 
Mstep: Class 8 contains 1405 members 
Mstep: Class 10 contains 40070 members 
Mstep: Class 11 contains 9783 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23615 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 17638 members 
Mstep: Class 17 contains 112306 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799112.000000 Penalty: 38813.050781
Iteration 393Q: 19 clusters Score -7.279911e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100071 members 
Mstep: Class 5 contains 105915 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122375 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 10 contains 40233 members 
Mstep: Class 11 contains 9752 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23664 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 17640 members 
Mstep: Class 17 contains 112178 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799200.000000 Penalty: 38813.050781
Iteration 394Q: 19 clusters Score -7.27992e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100066 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122318 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 10 contains 40405 members 
Mstep: Class 11 contains 9719 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23716 members 
Mstep: Class 14 contains 1850 members 
Mstep: Class 15 contains 4278 members 
Mstep: Class 16 contains 17645 members 
Mstep: Class 17 contains 112048 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799264.000000 Penalty: 38813.050781
Iteration 395Q: 19 clusters Score -7.279926e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100071 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122221 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 10 contains 40589 members 
Mstep: Class 11 contains 9684 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23779 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 17641 members 
Mstep: Class 17 contains 111941 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799312.000000 Penalty: 38813.050781
Iteration 396Q: 19 clusters Score -7.279931e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100098 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122110 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 10 contains 40783 members 
Mstep: Class 11 contains 9632 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23836 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 17642 members 
Mstep: Class 17 contains 111821 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799432.000000 Penalty: 38813.050781
Iteration 397Q: 19 clusters Score -7.279943e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100095 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 122025 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 10 contains 40979 members 
Mstep: Class 11 contains 9597 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23904 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 17640 members 
Mstep: Class 17 contains 111689 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799504.000000 Penalty: 38813.050781
Iteration 398Q: 19 clusters Score -7.27995e+07 nChanged 518
Entering ConstructFrom: 
Score: -72799504.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -12590.599609 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -12590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11921.037109 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -11921.04 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12257.098633 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -12257.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12372.723633 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -12372.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12414.546875 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -12414.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12418.157227 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -12418.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12418.157227 Penalty: 1873.687134
	Iteration 5F: 3 clusters Score -12418.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37980.039062 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37980.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37034.691406 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -37034.69 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37521.109375 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37521.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37739.613281 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37739.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37876.328125 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -37876.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37945.257812 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -37945.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37990.910156 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -37990.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38008.289062 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38008.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38021.039062 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38021.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38036.296875 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38036.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38055.953125 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38055.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38063.816406 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38063.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38077.710938 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38077.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38111.535156 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -38111.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38150.011719 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -38150.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38183.613281 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -38183.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38197.515625 Penalty: 2024.906494
	Iteration 15Q: 3 clusters Score -38197.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38215.523438 Penalty: 2024.906494
	Iteration 16Q: 3 clusters Score -38215.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38227.652344 Penalty: 2024.906494
	Iteration 17Q: 3 clusters Score -38227.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38231.285156 Penalty: 2024.906494
	Iteration 18Q: 3 clusters Score -38231.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38231.285156 Penalty: 2024.906494
	Iteration 19F: 3 clusters Score -38231.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100110 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121913 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 41169 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23980 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17641 members 
Mstep: Class 17 contains 111569 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31938 members 
Entering Unmasked Estep 
Score: -72798592.000000 Penalty: 40969.332031
Splitting cluster 2 changes total score from -72799504.000000 to -72798592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -75143.203125 Penalty: 1075.328003
	Iteration 0F: 2 clusters Score -75143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74011.812500 Penalty: 2150.656006
	Iteration 0F: 3 clusters Score -74011.81 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74337.148438 Penalty: 2150.656006
	Iteration 1F: 3 clusters Score -74337.15 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74555.523438 Penalty: 2150.656006
	Iteration 2F: 3 clusters Score -74555.52 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -74825.273438 Penalty: 2150.656006
	Iteration 3F: 3 clusters Score -74825.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -75087.125000 Penalty: 2150.656006
	Iteration 4F: 3 clusters Score -75087.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -75213.492188 Penalty: 2150.656006
	Iteration 5F: 3 clusters Score -75213.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75306.000000 Penalty: 2150.656006
	Iteration 6Q: 3 clusters Score -75306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75361.976562 Penalty: 2150.656006
	Iteration 7Q: 3 clusters Score -75361.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75387.109375 Penalty: 2150.656006
	Iteration 8Q: 3 clusters Score -75387.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75397.476562 Penalty: 2150.656006
	Iteration 9Q: 3 clusters Score -75397.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75405.859375 Penalty: 2150.656006
	Iteration 10Q: 3 clusters Score -75405.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75407.890625 Penalty: 2150.656006
	Iteration 11Q: 3 clusters Score -75407.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75411.093750 Penalty: 2150.656006
	Iteration 12Q: 3 clusters Score -75411.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75413.460938 Penalty: 2150.656006
	Iteration 13Q: 3 clusters Score -75413.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75413.460938 Penalty: 2150.656006
	Iteration 14F: 3 clusters Score -75413.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 285 members 
Mstep: Class 4 contains 100110 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121913 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 41169 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23980 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17641 members 
Mstep: Class 17 contains 111569 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31938 members 
Entering Unmasked Estep 
Score: -72798680.000000 Penalty: 40969.332031
Splitting cluster 3 changes total score from -72799504.000000 to -72798680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (100110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100110 members 
Entering Unmasked Estep 
Score: -12744989.000000 Penalty: 1871.029053
	Iteration 0F: 2 clusters Score -1.274499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -12678516.000000 Penalty: 3742.058105
	Iteration 0F: 3 clusters Score -1.267852e+07 nChanged 47771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -12705831.000000 Penalty: 3742.058105
	Iteration 1F: 3 clusters Score -1.270583e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -12706693.000000 Penalty: 3742.058105
	Iteration 2Q: 3 clusters Score -1.270669e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -12707875.000000 Penalty: 3742.058105
	Iteration 3Q: 3 clusters Score -1.270788e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -12709854.000000 Penalty: 3742.058105
	Iteration 4Q: 3 clusters Score -1.270985e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -12713258.000000 Penalty: 3742.058105
	Iteration 5F: 3 clusters Score -1.271326e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -12718795.000000 Penalty: 3742.058105
	Iteration 6F: 3 clusters Score -1.27188e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -12726403.000000 Penalty: 3742.058105
	Iteration 7F: 3 clusters Score -1.27264e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -12734196.000000 Penalty: 3742.058105
	Iteration 8F: 3 clusters Score -1.27342e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -12739229.000000 Penalty: 3742.058105
	Iteration 9F: 3 clusters Score -1.273923e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -12740583.000000 Penalty: 3742.058105
	Iteration 10Q: 3 clusters Score -1.274058e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -12740956.000000 Penalty: 3742.058105
	Iteration 11Q: 3 clusters Score -1.274096e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -12741249.000000 Penalty: 3742.058105
	Iteration 12Q: 3 clusters Score -1.274125e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -12741395.000000 Penalty: 3742.058105
	Iteration 13Q: 3 clusters Score -1.27414e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -12741545.000000 Penalty: 3742.058105
	Iteration 14Q: 3 clusters Score -1.274154e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -12741645.000000 Penalty: 3742.058105
	Iteration 15Q: 3 clusters Score -1.274164e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -12741720.000000 Penalty: 3742.058105
	Iteration 16Q: 3 clusters Score -1.274172e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -12741790.000000 Penalty: 3742.058105
	Iteration 17Q: 3 clusters Score -1.274179e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -12741845.000000 Penalty: 3742.058105
	Iteration 18Q: 3 clusters Score -1.274184e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -12741862.000000 Penalty: 3742.058105
	Iteration 19Q: 3 clusters Score -1.274186e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -12741902.000000 Penalty: 3742.058105
	Iteration 20F: 3 clusters Score -1.27419e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -12741947.000000 Penalty: 3742.058105
	Iteration 21Q: 3 clusters Score -1.274195e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 85227 members 
Entering Unmasked Estep 
Score: -12742007.000000 Penalty: 3742.058105
	Iteration 22Q: 3 clusters Score -1.274201e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 85343 members 
Entering Unmasked Estep 
Score: -12741986.000000 Penalty: 3742.058105
	Iteration 23Q: 3 clusters Score -1.274199e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 85443 members 
Entering Unmasked Estep 
Score: -12742007.000000 Penalty: 3742.058105
	Iteration 24Q: 3 clusters Score -1.274201e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -12742048.000000 Penalty: 3742.058105
	Iteration 25Q: 3 clusters Score -1.274205e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 85671 members 
Entering Unmasked Estep 
Score: -12742053.000000 Penalty: 3742.058105
	Iteration 26Q: 3 clusters Score -1.274205e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -12742065.000000 Penalty: 3742.058105
	Iteration 27Q: 3 clusters Score -1.274206e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 85903 members 
Entering Unmasked Estep 
Score: -12742102.000000 Penalty: 3742.058105
	Iteration 28Q: 3 clusters Score -1.27421e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -12742115.000000 Penalty: 3742.058105
	Iteration 29Q: 3 clusters Score -1.274212e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -12742154.000000 Penalty: 3742.058105
	Iteration 30Q: 3 clusters Score -1.274215e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -12742164.000000 Penalty: 3742.058105
	Iteration 31Q: 3 clusters Score -1.274216e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -12742208.000000 Penalty: 3742.058105
	Iteration 32Q: 3 clusters Score -1.274221e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -12742222.000000 Penalty: 3742.058105
	Iteration 33Q: 3 clusters Score -1.274222e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -12742254.000000 Penalty: 3742.058105
	Iteration 34Q: 3 clusters Score -1.274225e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -12742245.000000 Penalty: 3742.058105
	Iteration 35Q: 3 clusters Score -1.274224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -12742271.000000 Penalty: 3742.058105
	Iteration 36Q: 3 clusters Score -1.274227e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -12742251.000000 Penalty: 3742.058105
	Iteration 37Q: 3 clusters Score -1.274225e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -12742280.000000 Penalty: 3742.058105
	Iteration 38Q: 3 clusters Score -1.274228e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -12742290.000000 Penalty: 3742.058105
	Iteration 39Q: 3 clusters Score -1.274229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -12742298.000000 Penalty: 3742.058105
	Iteration 40F: 3 clusters Score -1.27423e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -12742329.000000 Penalty: 3742.058105
	Iteration 41Q: 3 clusters Score -1.274233e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -12742347.000000 Penalty: 3742.058105
	Iteration 42Q: 3 clusters Score -1.274235e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -12742360.000000 Penalty: 3742.058105
	Iteration 43Q: 3 clusters Score -1.274236e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 87135 members 
Entering Unmasked Estep 
Score: -12742387.000000 Penalty: 3742.058105
	Iteration 44Q: 3 clusters Score -1.274239e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -12742401.000000 Penalty: 3742.058105
	Iteration 45Q: 3 clusters Score -1.27424e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -12742411.000000 Penalty: 3742.058105
	Iteration 46Q: 3 clusters Score -1.274241e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -12742418.000000 Penalty: 3742.058105
	Iteration 47Q: 3 clusters Score -1.274242e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -12742414.000000 Penalty: 3742.058105
	Iteration 48Q: 3 clusters Score -1.274241e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -12742428.000000 Penalty: 3742.058105
	Iteration 49Q: 3 clusters Score -1.274243e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -12742447.000000 Penalty: 3742.058105
	Iteration 50Q: 3 clusters Score -1.274245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -12742443.000000 Penalty: 3742.058105
	Iteration 51Q: 3 clusters Score -1.274244e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -12742449.000000 Penalty: 3742.058105
	Iteration 52Q: 3 clusters Score -1.274245e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -12742451.000000 Penalty: 3742.058105
	Iteration 53Q: 3 clusters Score -1.274245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 87620 members 
Entering Unmasked Estep 
Score: -12742465.000000 Penalty: 3742.058105
	Iteration 54Q: 3 clusters Score -1.274246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -12742460.000000 Penalty: 3742.058105
	Iteration 55Q: 3 clusters Score -1.274246e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -12742473.000000 Penalty: 3742.058105
	Iteration 56Q: 3 clusters Score -1.274247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -12742465.000000 Penalty: 3742.058105
	Iteration 57Q: 3 clusters Score -1.274246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -12742485.000000 Penalty: 3742.058105
	Iteration 58Q: 3 clusters Score -1.274248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -12742488.000000 Penalty: 3742.058105
	Iteration 59Q: 3 clusters Score -1.274249e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -12742490.000000 Penalty: 3742.058105
	Iteration 60F: 3 clusters Score -1.274249e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -12742500.000000 Penalty: 3742.058105
	Iteration 61Q: 3 clusters Score -1.27425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -12742498.000000 Penalty: 3742.058105
	Iteration 62Q: 3 clusters Score -1.27425e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -12742507.000000 Penalty: 3742.058105
	Iteration 63Q: 3 clusters Score -1.274251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -12742514.000000 Penalty: 3742.058105
	Iteration 64Q: 3 clusters Score -1.274251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 87948 members 
Entering Unmasked Estep 
Score: -12742508.000000 Penalty: 3742.058105
	Iteration 65Q: 3 clusters Score -1.274251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -12742510.000000 Penalty: 3742.058105
	Iteration 66Q: 3 clusters Score -1.274251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -12742529.000000 Penalty: 3742.058105
	Iteration 67Q: 3 clusters Score -1.274253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -12742507.000000 Penalty: 3742.058105
	Iteration 68Q: 3 clusters Score -1.274251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -12742537.000000 Penalty: 3742.058105
	Iteration 69Q: 3 clusters Score -1.274254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -12742528.000000 Penalty: 3742.058105
	Iteration 70Q: 3 clusters Score -1.274253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -12742541.000000 Penalty: 3742.058105
	Iteration 71Q: 3 clusters Score -1.274254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -12742545.000000 Penalty: 3742.058105
	Iteration 72Q: 3 clusters Score -1.274254e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -12742536.000000 Penalty: 3742.058105
	Iteration 73Q: 3 clusters Score -1.274254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -12742535.000000 Penalty: 3742.058105
	Iteration 74Q: 3 clusters Score -1.274254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -12742546.000000 Penalty: 3742.058105
	Iteration 75Q: 3 clusters Score -1.274255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -12742545.000000 Penalty: 3742.058105
	Iteration 76Q: 3 clusters Score -1.274254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -12742544.000000 Penalty: 3742.058105
	Iteration 77Q: 3 clusters Score -1.274254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -12742550.000000 Penalty: 3742.058105
	Iteration 78Q: 3 clusters Score -1.274255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -12742567.000000 Penalty: 3742.058105
	Iteration 79Q: 3 clusters Score -1.274257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -12742560.000000 Penalty: 3742.058105
	Iteration 80F: 3 clusters Score -1.274256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -12742548.000000 Penalty: 3742.058105
	Iteration 81Q: 3 clusters Score -1.274255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -12742546.000000 Penalty: 3742.058105
	Iteration 82Q: 3 clusters Score -1.274255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 88246 members 
Entering Unmasked Estep 
Score: -12742550.000000 Penalty: 3742.058105
	Iteration 83Q: 3 clusters Score -1.274255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -12742549.000000 Penalty: 3742.058105
	Iteration 84Q: 3 clusters Score -1.274255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -12742549.000000 Penalty: 3742.058105
	Iteration 85F: 3 clusters Score -1.274255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Entering Unmasked Estep 
Score: -13736162.000000 Penalty: 1880.202637
	Iteration 0F: 2 clusters Score -1.373616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -13672878.000000 Penalty: 3760.405273
	Iteration 0F: 3 clusters Score -1.367288e+07 nChanged 50655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -13702534.000000 Penalty: 3760.405273
	Iteration 1F: 3 clusters Score -1.370253e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -13703434.000000 Penalty: 3760.405273
	Iteration 2Q: 3 clusters Score -1.370343e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -13704839.000000 Penalty: 3760.405273
	Iteration 3Q: 3 clusters Score -1.370484e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -13707047.000000 Penalty: 3760.405273
	Iteration 4Q: 3 clusters Score -1.370705e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -13710386.000000 Penalty: 3760.405273
	Iteration 5F: 3 clusters Score -1.371039e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -13715175.000000 Penalty: 3760.405273
	Iteration 6F: 3 clusters Score -1.371518e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -13720139.000000 Penalty: 3760.405273
	Iteration 7F: 3 clusters Score -1.372014e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -13724193.000000 Penalty: 3760.405273
	Iteration 8F: 3 clusters Score -1.372419e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -13726871.000000 Penalty: 3760.405273
	Iteration 9Q: 3 clusters Score -1.372687e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -13728533.000000 Penalty: 3760.405273
	Iteration 10Q: 3 clusters Score -1.372853e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -13729749.000000 Penalty: 3760.405273
	Iteration 11Q: 3 clusters Score -1.372975e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -13730570.000000 Penalty: 3760.405273
	Iteration 12Q: 3 clusters Score -1.373057e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100595 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -13731500.000000 Penalty: 3760.405273
	Iteration 13Q: 3 clusters Score -1.37315e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -13732221.000000 Penalty: 3760.405273
	Iteration 14Q: 3 clusters Score -1.373222e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -13732692.000000 Penalty: 3760.405273
	Iteration 15Q: 3 clusters Score -1.373269e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -13733038.000000 Penalty: 3760.405273
	Iteration 16Q: 3 clusters Score -1.373304e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -13733316.000000 Penalty: 3760.405273
	Iteration 17Q: 3 clusters Score -1.373332e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13733523.000000 Penalty: 3760.405273
	Iteration 18Q: 3 clusters Score -1.373352e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -13733731.000000 Penalty: 3760.405273
	Iteration 19Q: 3 clusters Score -1.373373e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104343 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -13733883.000000 Penalty: 3760.405273
	Iteration 20F: 3 clusters Score -1.373388e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13733981.000000 Penalty: 3760.405273
	Iteration 21Q: 3 clusters Score -1.373398e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -13734065.000000 Penalty: 3760.405273
	Iteration 22Q: 3 clusters Score -1.373406e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13734105.000000 Penalty: 3760.405273
	Iteration 23Q: 3 clusters Score -1.37341e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104873 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13734165.000000 Penalty: 3760.405273
	Iteration 24Q: 3 clusters Score -1.373416e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13734225.000000 Penalty: 3760.405273
	Iteration 25Q: 3 clusters Score -1.373422e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13734258.000000 Penalty: 3760.405273
	Iteration 26Q: 3 clusters Score -1.373426e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13734285.000000 Penalty: 3760.405273
	Iteration 27Q: 3 clusters Score -1.373428e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13734304.000000 Penalty: 3760.405273
	Iteration 28Q: 3 clusters Score -1.37343e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13734318.000000 Penalty: 3760.405273
	Iteration 29Q: 3 clusters Score -1.373432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13734323.000000 Penalty: 3760.405273
	Iteration 30Q: 3 clusters Score -1.373432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -13734318.000000 Penalty: 3760.405273
	Iteration 31Q: 3 clusters Score -1.373432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13734343.000000 Penalty: 3760.405273
	Iteration 32Q: 3 clusters Score -1.373434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13734356.000000 Penalty: 3760.405273
	Iteration 33Q: 3 clusters Score -1.373436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105179 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13734354.000000 Penalty: 3760.405273
	Iteration 34Q: 3 clusters Score -1.373435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13734369.000000 Penalty: 3760.405273
	Iteration 35Q: 3 clusters Score -1.373437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13734369.000000 Penalty: 3760.405273
	Iteration 36Q: 3 clusters Score -1.373437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13734375.000000 Penalty: 3760.405273
	Iteration 37Q: 3 clusters Score -1.373438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13734386.000000 Penalty: 3760.405273
	Iteration 38Q: 3 clusters Score -1.373439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13734381.000000 Penalty: 3760.405273
	Iteration 39Q: 3 clusters Score -1.373438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -13734385.000000 Penalty: 3760.405273
	Iteration 40F: 3 clusters Score -1.373438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13734400.000000 Penalty: 3760.405273
	Iteration 41Q: 3 clusters Score -1.37344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13734394.000000 Penalty: 3760.405273
	Iteration 42Q: 3 clusters Score -1.373439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13734403.000000 Penalty: 3760.405273
	Iteration 43Q: 3 clusters Score -1.37344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13734393.000000 Penalty: 3760.405273
	Iteration 44Q: 3 clusters Score -1.373439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13734396.000000 Penalty: 3760.405273
	Iteration 45Q: 3 clusters Score -1.37344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105246 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13734399.000000 Penalty: 3760.405273
	Iteration 46Q: 3 clusters Score -1.37344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -13734401.000000 Penalty: 3760.405273
	Iteration 47Q: 3 clusters Score -1.37344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13734400.000000 Penalty: 3760.405273
	Iteration 48Q: 3 clusters Score -1.37344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13734396.000000 Penalty: 3760.405273
	Iteration 49Q: 3 clusters Score -1.37344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -13734396.000000 Penalty: 3760.405273
	Iteration 50Q: 3 clusters Score -1.37344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -13734396.000000 Penalty: 3760.405273
	Iteration 51F: 3 clusters Score -1.37344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -67165.687500 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -67165.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66023.343750 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -66023.34 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66618.734375 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -66618.73 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67133.820312 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -67133.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67496.046875 Penalty: 2097.939697
	Iteration 3F: 3 clusters Score -67496.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67628.796875 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -67628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67657.828125 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -67657.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67668.148438 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -67668.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67684.718750 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -67684.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67686.578125 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -67686.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67687.562500 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -67687.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67687.562500 Penalty: 2097.939697
	Iteration 10F: 3 clusters Score -67687.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100110 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 338 members 
Mstep: Class 7 contains 121913 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 41169 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23980 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17641 members 
Mstep: Class 17 contains 111569 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31938 members 
Entering Unmasked Estep 
Score: -72798880.000000 Penalty: 40969.332031
Splitting cluster 6 changes total score from -72799504.000000 to -72798880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (121913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121913 members 
Entering Unmasked Estep 
Score: -15529337.000000 Penalty: 1903.047852
	Iteration 0F: 2 clusters Score -1.552934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -15455282.000000 Penalty: 3806.095703
	Iteration 0F: 3 clusters Score -1.545528e+07 nChanged 58540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -15490099.000000 Penalty: 3806.095703
	Iteration 1F: 3 clusters Score -1.54901e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -15491984.000000 Penalty: 3806.095703
	Iteration 2Q: 3 clusters Score -1.549198e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -15494505.000000 Penalty: 3806.095703
	Iteration 3Q: 3 clusters Score -1.54945e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -15497806.000000 Penalty: 3806.095703
	Iteration 4F: 3 clusters Score -1.549781e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -15502251.000000 Penalty: 3806.095703
	Iteration 5F: 3 clusters Score -1.550225e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -15507697.000000 Penalty: 3806.095703
	Iteration 6F: 3 clusters Score -1.55077e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -15512247.000000 Penalty: 3806.095703
	Iteration 7F: 3 clusters Score -1.551225e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -15514740.000000 Penalty: 3806.095703
	Iteration 8Q: 3 clusters Score -1.551474e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -15515534.000000 Penalty: 3806.095703
	Iteration 9Q: 3 clusters Score -1.551553e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -15515830.000000 Penalty: 3806.095703
	Iteration 10Q: 3 clusters Score -1.551583e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -15515928.000000 Penalty: 3806.095703
	Iteration 11Q: 3 clusters Score -1.551593e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -15515997.000000 Penalty: 3806.095703
	Iteration 12Q: 3 clusters Score -1.5516e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -15516104.000000 Penalty: 3806.095703
	Iteration 13Q: 3 clusters Score -1.55161e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -15516203.000000 Penalty: 3806.095703
	Iteration 14Q: 3 clusters Score -1.55162e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -15516324.000000 Penalty: 3806.095703
	Iteration 15Q: 3 clusters Score -1.551632e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -15516463.000000 Penalty: 3806.095703
	Iteration 16Q: 3 clusters Score -1.551646e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -15516517.000000 Penalty: 3806.095703
	Iteration 17Q: 3 clusters Score -1.551652e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -15516627.000000 Penalty: 3806.095703
	Iteration 18Q: 3 clusters Score -1.551663e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -15516724.000000 Penalty: 3806.095703
	Iteration 19Q: 3 clusters Score -1.551672e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -15516833.000000 Penalty: 3806.095703
	Iteration 20F: 3 clusters Score -1.551683e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -15516921.000000 Penalty: 3806.095703
	Iteration 21Q: 3 clusters Score -1.551692e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -15517030.000000 Penalty: 3806.095703
	Iteration 22Q: 3 clusters Score -1.551703e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -15517167.000000 Penalty: 3806.095703
	Iteration 23Q: 3 clusters Score -1.551717e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -15517306.000000 Penalty: 3806.095703
	Iteration 24Q: 3 clusters Score -1.551731e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -15517430.000000 Penalty: 3806.095703
	Iteration 25Q: 3 clusters Score -1.551743e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -15517586.000000 Penalty: 3806.095703
	Iteration 26Q: 3 clusters Score -1.551759e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -15517746.000000 Penalty: 3806.095703
	Iteration 27Q: 3 clusters Score -1.551775e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -15517892.000000 Penalty: 3806.095703
	Iteration 28Q: 3 clusters Score -1.551789e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -15517982.000000 Penalty: 3806.095703
	Iteration 29Q: 3 clusters Score -1.551798e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -15518083.000000 Penalty: 3806.095703
	Iteration 30Q: 3 clusters Score -1.551808e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -15518186.000000 Penalty: 3806.095703
	Iteration 31Q: 3 clusters Score -1.551819e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -15518298.000000 Penalty: 3806.095703
	Iteration 32Q: 3 clusters Score -1.55183e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -15518512.000000 Penalty: 3806.095703
	Iteration 33Q: 3 clusters Score -1.551851e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -15518573.000000 Penalty: 3806.095703
	Iteration 34Q: 3 clusters Score -1.551857e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -15518720.000000 Penalty: 3806.095703
	Iteration 35Q: 3 clusters Score -1.551872e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -15518837.000000 Penalty: 3806.095703
	Iteration 36Q: 3 clusters Score -1.551884e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79449 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -15518933.000000 Penalty: 3806.095703
	Iteration 37Q: 3 clusters Score -1.551893e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -15519041.000000 Penalty: 3806.095703
	Iteration 38Q: 3 clusters Score -1.551904e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -15519137.000000 Penalty: 3806.095703
	Iteration 39Q: 3 clusters Score -1.551914e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -15519305.000000 Penalty: 3806.095703
	Iteration 40F: 3 clusters Score -1.55193e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -15519489.000000 Penalty: 3806.095703
	Iteration 41Q: 3 clusters Score -1.551949e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -15519604.000000 Penalty: 3806.095703
	Iteration 42Q: 3 clusters Score -1.55196e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -15519808.000000 Penalty: 3806.095703
	Iteration 43Q: 3 clusters Score -1.551981e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -15520010.000000 Penalty: 3806.095703
	Iteration 44Q: 3 clusters Score -1.552001e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -15520144.000000 Penalty: 3806.095703
	Iteration 45Q: 3 clusters Score -1.552014e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -15520361.000000 Penalty: 3806.095703
	Iteration 46Q: 3 clusters Score -1.552036e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -15520610.000000 Penalty: 3806.095703
	Iteration 47Q: 3 clusters Score -1.552061e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -15520853.000000 Penalty: 3806.095703
	Iteration 48Q: 3 clusters Score -1.552085e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -15521163.000000 Penalty: 3806.095703
	Iteration 49Q: 3 clusters Score -1.552116e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -15521524.000000 Penalty: 3806.095703
	Iteration 50Q: 3 clusters Score -1.552152e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -15521789.000000 Penalty: 3806.095703
	Iteration 51Q: 3 clusters Score -1.552179e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91993 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -15522096.000000 Penalty: 3806.095703
	Iteration 52Q: 3 clusters Score -1.55221e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -15522413.000000 Penalty: 3806.095703
	Iteration 53Q: 3 clusters Score -1.552241e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -15522842.000000 Penalty: 3806.095703
	Iteration 54Q: 3 clusters Score -1.552284e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -15523241.000000 Penalty: 3806.095703
	Iteration 55Q: 3 clusters Score -1.552324e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -15523723.000000 Penalty: 3806.095703
	Iteration 56Q: 3 clusters Score -1.552372e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97419 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -15524216.000000 Penalty: 3806.095703
	Iteration 57Q: 3 clusters Score -1.552422e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -15524655.000000 Penalty: 3806.095703
	Iteration 58Q: 3 clusters Score -1.552466e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -15525168.000000 Penalty: 3806.095703
	Iteration 59Q: 3 clusters Score -1.552517e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -15525612.000000 Penalty: 3806.095703
	Iteration 60F: 3 clusters Score -1.552561e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -15526121.000000 Penalty: 3806.095703
	Iteration 61Q: 3 clusters Score -1.552612e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -15526526.000000 Penalty: 3806.095703
	Iteration 62Q: 3 clusters Score -1.552653e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -15526828.000000 Penalty: 3806.095703
	Iteration 63Q: 3 clusters Score -1.552683e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104528 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -15527173.000000 Penalty: 3806.095703
	Iteration 64Q: 3 clusters Score -1.552717e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -15527494.000000 Penalty: 3806.095703
	Iteration 65Q: 3 clusters Score -1.552749e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106172 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -15527814.000000 Penalty: 3806.095703
	Iteration 66Q: 3 clusters Score -1.552781e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -15528068.000000 Penalty: 3806.095703
	Iteration 67Q: 3 clusters Score -1.552807e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107665 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -15528261.000000 Penalty: 3806.095703
	Iteration 68Q: 3 clusters Score -1.552826e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -15528540.000000 Penalty: 3806.095703
	Iteration 69Q: 3 clusters Score -1.552854e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109054 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -15528749.000000 Penalty: 3806.095703
	Iteration 70Q: 3 clusters Score -1.552875e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -15528881.000000 Penalty: 3806.095703
	Iteration 71Q: 3 clusters Score -1.552888e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110328 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -15529028.000000 Penalty: 3806.095703
	Iteration 72Q: 3 clusters Score -1.552903e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -15529108.000000 Penalty: 3806.095703
	Iteration 73Q: 3 clusters Score -1.552911e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -15529142.000000 Penalty: 3806.095703
	Iteration 74Q: 3 clusters Score -1.552914e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112059 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -15529214.000000 Penalty: 3806.095703
	Iteration 75Q: 3 clusters Score -1.552921e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -15529286.000000 Penalty: 3806.095703
	Iteration 76Q: 3 clusters Score -1.552929e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -15529313.000000 Penalty: 3806.095703
	Iteration 77Q: 3 clusters Score -1.552931e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -15529288.000000 Penalty: 3806.095703
	Iteration 78Q: 3 clusters Score -1.552929e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113581 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -15529233.000000 Penalty: 3806.095703
	Iteration 79Q: 3 clusters Score -1.552923e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -15529206.000000 Penalty: 3806.095703
	Iteration 80F: 3 clusters Score -1.552921e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -15529176.000000 Penalty: 3806.095703
	Iteration 81Q: 3 clusters Score -1.552918e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114377 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -15529156.000000 Penalty: 3806.095703
	Iteration 82Q: 3 clusters Score -1.552916e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114589 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -15529160.000000 Penalty: 3806.095703
	Iteration 83Q: 3 clusters Score -1.552916e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114816 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -15529172.000000 Penalty: 3806.095703
	Iteration 84Q: 3 clusters Score -1.552917e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -15529136.000000 Penalty: 3806.095703
	Iteration 85Q: 3 clusters Score -1.552914e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115205 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -15529115.000000 Penalty: 3806.095703
	Iteration 86Q: 3 clusters Score -1.552912e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115389 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -15529150.000000 Penalty: 3806.095703
	Iteration 87Q: 3 clusters Score -1.552915e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115576 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -15529194.000000 Penalty: 3806.095703
	Iteration 88Q: 3 clusters Score -1.552919e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -15529167.000000 Penalty: 3806.095703
	Iteration 89Q: 3 clusters Score -1.552917e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -15529142.000000 Penalty: 3806.095703
	Iteration 90Q: 3 clusters Score -1.552914e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -15529148.000000 Penalty: 3806.095703
	Iteration 91Q: 3 clusters Score -1.552915e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -15529153.000000 Penalty: 3806.095703
	Iteration 92Q: 3 clusters Score -1.552915e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -15529170.000000 Penalty: 3806.095703
	Iteration 93Q: 3 clusters Score -1.552917e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116482 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -15529191.000000 Penalty: 3806.095703
	Iteration 94Q: 3 clusters Score -1.552919e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -15529192.000000 Penalty: 3806.095703
	Iteration 95Q: 3 clusters Score -1.552919e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116709 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -15529158.000000 Penalty: 3806.095703
	Iteration 96Q: 3 clusters Score -1.552916e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -15529138.000000 Penalty: 3806.095703
	Iteration 97Q: 3 clusters Score -1.552914e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116892 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -15529138.000000 Penalty: 3806.095703
	Iteration 98Q: 3 clusters Score -1.552914e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116958 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -15529093.000000 Penalty: 3806.095703
	Iteration 99Q: 3 clusters Score -1.552909e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -15529099.000000 Penalty: 3806.095703
	Iteration 100F: 3 clusters Score -1.55291e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -15529099.000000 Penalty: 3806.095703
	Iteration 101Q: 3 clusters Score -1.55291e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117115 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -15529101.000000 Penalty: 3806.095703
	Iteration 102Q: 3 clusters Score -1.55291e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117164 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -15529088.000000 Penalty: 3806.095703
	Iteration 103Q: 3 clusters Score -1.552909e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117209 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -15529098.000000 Penalty: 3806.095703
	Iteration 104Q: 3 clusters Score -1.55291e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -15529100.000000 Penalty: 3806.095703
	Iteration 105Q: 3 clusters Score -1.55291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117284 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -15529069.000000 Penalty: 3806.095703
	Iteration 106Q: 3 clusters Score -1.552907e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -15529080.000000 Penalty: 3806.095703
	Iteration 107Q: 3 clusters Score -1.552908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -15529077.000000 Penalty: 3806.095703
	Iteration 108Q: 3 clusters Score -1.552908e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117385 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -15529065.000000 Penalty: 3806.095703
	Iteration 109Q: 3 clusters Score -1.552906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -15529061.000000 Penalty: 3806.095703
	Iteration 110Q: 3 clusters Score -1.552906e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117449 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -15529061.000000 Penalty: 3806.095703
	Iteration 111Q: 3 clusters Score -1.552906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -15529070.000000 Penalty: 3806.095703
	Iteration 112Q: 3 clusters Score -1.552907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -15529073.000000 Penalty: 3806.095703
	Iteration 113Q: 3 clusters Score -1.552907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117519 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -15529087.000000 Penalty: 3806.095703
	Iteration 114Q: 3 clusters Score -1.552909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117543 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -15529062.000000 Penalty: 3806.095703
	Iteration 115Q: 3 clusters Score -1.552906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117567 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -15529048.000000 Penalty: 3806.095703
	Iteration 116Q: 3 clusters Score -1.552905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117587 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -15529063.000000 Penalty: 3806.095703
	Iteration 117Q: 3 clusters Score -1.552906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117603 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -15529071.000000 Penalty: 3806.095703
	Iteration 118Q: 3 clusters Score -1.552907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -15529058.000000 Penalty: 3806.095703
	Iteration 119Q: 3 clusters Score -1.552906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117638 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -15529049.000000 Penalty: 3806.095703
	Iteration 120F: 3 clusters Score -1.552905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117661 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -15529054.000000 Penalty: 3806.095703
	Iteration 121Q: 3 clusters Score -1.552905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -15529071.000000 Penalty: 3806.095703
	Iteration 122Q: 3 clusters Score -1.552907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117707 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -15529072.000000 Penalty: 3806.095703
	Iteration 123Q: 3 clusters Score -1.552907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -15529081.000000 Penalty: 3806.095703
	Iteration 124Q: 3 clusters Score -1.552908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -15529085.000000 Penalty: 3806.095703
	Iteration 125Q: 3 clusters Score -1.552908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117766 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -15529096.000000 Penalty: 3806.095703
	Iteration 126Q: 3 clusters Score -1.55291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -15529096.000000 Penalty: 3806.095703
	Iteration 127Q: 3 clusters Score -1.55291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117790 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -15529101.000000 Penalty: 3806.095703
	Iteration 128Q: 3 clusters Score -1.55291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117798 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -15529108.000000 Penalty: 3806.095703
	Iteration 129Q: 3 clusters Score -1.552911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -15529109.000000 Penalty: 3806.095703
	Iteration 130Q: 3 clusters Score -1.552911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117816 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -15529111.000000 Penalty: 3806.095703
	Iteration 131Q: 3 clusters Score -1.552911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117822 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -15529109.000000 Penalty: 3806.095703
	Iteration 132Q: 3 clusters Score -1.552911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -15529097.000000 Penalty: 3806.095703
	Iteration 133Q: 3 clusters Score -1.55291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117840 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -15529102.000000 Penalty: 3806.095703
	Iteration 134Q: 3 clusters Score -1.55291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117853 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -15529120.000000 Penalty: 3806.095703
	Iteration 135Q: 3 clusters Score -1.552912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -15529111.000000 Penalty: 3806.095703
	Iteration 136Q: 3 clusters Score -1.552911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -15529104.000000 Penalty: 3806.095703
	Iteration 137Q: 3 clusters Score -1.55291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117887 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -15529100.000000 Penalty: 3806.095703
	Iteration 138Q: 3 clusters Score -1.55291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -15529105.000000 Penalty: 3806.095703
	Iteration 139Q: 3 clusters Score -1.55291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -15529097.000000 Penalty: 3806.095703
	Iteration 140F: 3 clusters Score -1.55291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -15529106.000000 Penalty: 3806.095703
	Iteration 141Q: 3 clusters Score -1.552911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -15529098.000000 Penalty: 3806.095703
	Iteration 142Q: 3 clusters Score -1.55291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -15529098.000000 Penalty: 3806.095703
	Iteration 143F: 3 clusters Score -1.55291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -171422.578125 Penalty: 1173.666992
	Iteration 0F: 2 clusters Score -171422.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -169741.359375 Penalty: 2347.333984
	Iteration 0F: 3 clusters Score -169741.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -170070.734375 Penalty: 2347.333984
	Iteration 1F: 3 clusters Score -170070.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -170134.968750 Penalty: 2347.333984
	Iteration 2F: 3 clusters Score -170135 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -170179.671875 Penalty: 2347.333984
	Iteration 3Q: 3 clusters Score -170179.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -170210.875000 Penalty: 2347.333984
	Iteration 4Q: 3 clusters Score -170210.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -170229.328125 Penalty: 2347.333984
	Iteration 5Q: 3 clusters Score -170229.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -170238.078125 Penalty: 2347.333984
	Iteration 6Q: 3 clusters Score -170238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -170246.671875 Penalty: 2347.333984
	Iteration 7Q: 3 clusters Score -170246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -170252.953125 Penalty: 2347.333984
	Iteration 8Q: 3 clusters Score -170253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -170257.406250 Penalty: 2347.333984
	Iteration 9Q: 3 clusters Score -170257.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -170261.765625 Penalty: 2347.333984
	Iteration 10Q: 3 clusters Score -170261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -170264.140625 Penalty: 2347.333984
	Iteration 11Q: 3 clusters Score -170264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -170266.218750 Penalty: 2347.333984
	Iteration 12Q: 3 clusters Score -170266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -170267.109375 Penalty: 2347.333984
	Iteration 13Q: 3 clusters Score -170267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -170267.109375 Penalty: 2347.333984
	Iteration 14F: 3 clusters Score -170267.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Entering Unmasked Estep 
Score: -5285500.500000 Penalty: 1726.634155
	Iteration 0F: 2 clusters Score -5285500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -5257814.500000 Penalty: 3453.268311
	Iteration 0F: 3 clusters Score -5257814 nChanged 19092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -5268623.500000 Penalty: 3453.268311
	Iteration 1F: 3 clusters Score -5268624 nChanged 1686
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5269165 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5269784 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5270493 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5271231 nChanged 1830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5272073 nChanged 1882
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5272938 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5274101 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5275498 nChanged 2451
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -5277267.500000 Penalty: 3453.268311
	Iteration 10F: 3 clusters Score -5277268 nChanged 2288
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -5278583 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5279280 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -5279653.500000 Penalty: 3453.268311
	Iteration 13Q: 3 clusters Score -5279654 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5279901 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -5280102.500000 Penalty: 3453.268311
	Iteration 15Q: 3 clusters Score -5280102 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5280360 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5280578 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5280788 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5280981 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -5281177.500000 Penalty: 3453.268311
	Iteration 20F: 3 clusters Score -5281178 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -5281347.500000 Penalty: 3453.268311
	Iteration 21Q: 3 clusters Score -5281348 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5281503.000000 Penalty: 3453.268311
	Iteration 22Q: 3 clusters Score -5281503 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -5281671.500000 Penalty: 3453.268311
	Iteration 23Q: 3 clusters Score -5281672 nChanged 452
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5281764 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -5281832.000000 Penalty: 3453.268311
	Iteration 25Q: 3 clusters Score -5281832 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5281890 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -5281917.500000 Penalty: 3453.268311
	Iteration 27Q: 3 clusters Score -5281918 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -5281973.500000 Penalty: 3453.268311
	Iteration 28Q: 3 clusters Score -5281974 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5282012 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5282035 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5282083 nChanged 250
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Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5282123 nChanged 253
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Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5282171 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5282190 nChanged 257
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Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5282233 nChanged 252
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Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5282252 nChanged 256
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Mstep: Class 1 contains 28879 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5282286 nChanged 261
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Mstep: Class 1 contains 29140 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5282328 nChanged 277
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Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5282365 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5282380 nChanged 287
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Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5282434 nChanged 300
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Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5282479 nChanged 284
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Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5282514 nChanged 277
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Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5282553 nChanged 275
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Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5282574 nChanged 275
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Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5282629 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5282702 nChanged 303
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Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5282746 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5282762 nChanged 304
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Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -5282815.500000 Penalty: 3453.268311
	Iteration 50Q: 3 clusters Score -5282816 nChanged 299
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Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5282855 nChanged 278
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Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5282930 nChanged 298
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Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5282981 nChanged 320
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Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5283042 nChanged 333
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Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5283108 nChanged 339
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Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5283174 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5283227 nChanged 328
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Mstep: Class 1 contains 35094 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5283326 nChanged 298
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Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5283396 nChanged 296
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Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5283455 nChanged 278
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Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5283513 nChanged 282
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Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5283577 nChanged 221
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5283636 nChanged 213
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Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5283682.500000 Penalty: 3453.268311
	Iteration 64Q: 3 clusters Score -5283682 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -5283725.000000 Penalty: 3453.268311
	Iteration 65Q: 3 clusters Score -5283725 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5283763.000000 Penalty: 3453.268311
	Iteration 66Q: 3 clusters Score -5283763 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5283791.500000 Penalty: 3453.268311
	Iteration 67Q: 3 clusters Score -5283792 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5283808 nChanged 158
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Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5283851 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5283876.000000 Penalty: 3453.268311
	Iteration 70Q: 3 clusters Score -5283876 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5283911.500000 Penalty: 3453.268311
	Iteration 71Q: 3 clusters Score -5283912 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5283922.000000 Penalty: 3453.268311
	Iteration 72Q: 3 clusters Score -5283922 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5283954.500000 Penalty: 3453.268311
	Iteration 73Q: 3 clusters Score -5283954 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5283988 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5284008 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5284047 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5284060.500000 Penalty: 3453.268311
	Iteration 77Q: 3 clusters Score -5284060 nChanged 98
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Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5284088 nChanged 91
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Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5284109.500000 Penalty: 3453.268311
	Iteration 79Q: 3 clusters Score -5284110 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5284139.000000 Penalty: 3453.268311
	Iteration 80F: 3 clusters Score -5284139 nChanged 69
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Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5284154.000000 Penalty: 3453.268311
	Iteration 81Q: 3 clusters Score -5284154 nChanged 66
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Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5284165.000000 Penalty: 3453.268311
	Iteration 82Q: 3 clusters Score -5284165 nChanged 49
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Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5284167 nChanged 55
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Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5284166 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39140 members 
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Entering Unmasked Estep 
Score: -5284191.500000 Penalty: 3453.268311
	Iteration 85Q: 3 clusters Score -5284192 nChanged 49
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Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5284198.500000 Penalty: 3453.268311
	Iteration 86Q: 3 clusters Score -5284198 nChanged 44
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Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5284210 nChanged 57
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5284225 nChanged 60
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5284244 nChanged 53
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Entering Unmasked Estep 
Score: -5284261.500000 Penalty: 3453.268311
	Iteration 90Q: 3 clusters Score -5284262 nChanged 58
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Mstep: Class 1 contains 39461 members 
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Entering Unmasked Estep 
Score: -5284270.500000 Penalty: 3453.268311
	Iteration 91Q: 3 clusters Score -5284270 nChanged 57
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Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5284276.000000 Penalty: 3453.268311
	Iteration 92Q: 3 clusters Score -5284276 nChanged 45
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Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5284286 nChanged 42
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Mstep: Class 1 contains 39605 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5284298 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5284301.000000 Penalty: 3453.268311
	Iteration 95Q: 3 clusters Score -5284301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5284300.000000 Penalty: 3453.268311
	Iteration 96Q: 3 clusters Score -5284300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5284312.000000 Penalty: 3453.268311
	Iteration 97Q: 3 clusters Score -5284312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5284306.500000 Penalty: 3453.268311
	Iteration 98Q: 3 clusters Score -5284306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5284313.500000 Penalty: 3453.268311
	Iteration 99Q: 3 clusters Score -5284314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5284309.500000 Penalty: 3453.268311
	Iteration 100F: 3 clusters Score -5284310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5284309.000000 Penalty: 3453.268311
	Iteration 101Q: 3 clusters Score -5284309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5284309.500000 Penalty: 3453.268311
	Iteration 102Q: 3 clusters Score -5284310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5284315.000000 Penalty: 3453.268311
	Iteration 103Q: 3 clusters Score -5284315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5284319.500000 Penalty: 3453.268311
	Iteration 104Q: 3 clusters Score -5284320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5284320.000000 Penalty: 3453.268311
	Iteration 105Q: 3 clusters Score -5284320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5284319.500000 Penalty: 3453.268311
	Iteration 106Q: 3 clusters Score -5284320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5284330.500000 Penalty: 3453.268311
	Iteration 107Q: 3 clusters Score -5284330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5284328.500000 Penalty: 3453.268311
	Iteration 108Q: 3 clusters Score -5284328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5284331.000000 Penalty: 3453.268311
	Iteration 109Q: 3 clusters Score -5284331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5284336.000000 Penalty: 3453.268311
	Iteration 110Q: 3 clusters Score -5284336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5284335.500000 Penalty: 3453.268311
	Iteration 111Q: 3 clusters Score -5284336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5284329.500000 Penalty: 3453.268311
	Iteration 112Q: 3 clusters Score -5284330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5284334.500000 Penalty: 3453.268311
	Iteration 113Q: 3 clusters Score -5284334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5284330.000000 Penalty: 3453.268311
	Iteration 114Q: 3 clusters Score -5284330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5284329.500000 Penalty: 3453.268311
	Iteration 115Q: 3 clusters Score -5284330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5284326.500000 Penalty: 3453.268311
	Iteration 116Q: 3 clusters Score -5284326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5284333.500000 Penalty: 3453.268311
	Iteration 117Q: 3 clusters Score -5284334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5284334.000000 Penalty: 3453.268311
	Iteration 118Q: 3 clusters Score -5284334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5284341.500000 Penalty: 3453.268311
	Iteration 119Q: 3 clusters Score -5284342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5284337.000000 Penalty: 3453.268311
	Iteration 120F: 3 clusters Score -5284337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5284341.000000 Penalty: 3453.268311
	Iteration 121Q: 3 clusters Score -5284341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5284341.500000 Penalty: 3453.268311
	Iteration 122Q: 3 clusters Score -5284342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5284341.000000 Penalty: 3453.268311
	Iteration 123Q: 3 clusters Score -5284341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5284341.000000 Penalty: 3453.268311
	Iteration 124Q: 3 clusters Score -5284341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5284340.000000 Penalty: 3453.268311
	Iteration 125Q: 3 clusters Score -5284340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5284333.500000 Penalty: 3453.268311
	Iteration 126Q: 3 clusters Score -5284334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5284340.500000 Penalty: 3453.268311
	Iteration 127Q: 3 clusters Score -5284340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5284341.000000 Penalty: 3453.268311
	Iteration 128Q: 3 clusters Score -5284341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5284345.500000 Penalty: 3453.268311
	Iteration 129Q: 3 clusters Score -5284346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5284347.000000 Penalty: 3453.268311
	Iteration 130Q: 3 clusters Score -5284347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5284351.000000 Penalty: 3453.268311
	Iteration 131Q: 3 clusters Score -5284351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5284351.000000 Penalty: 3453.268311
	Iteration 132F: 3 clusters Score -5284351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Entering Unmasked Estep 
Score: -1249819.125000 Penalty: 1489.317261
	Iteration 0F: 2 clusters Score -1249819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1243008.000000 Penalty: 2978.634521
	Iteration 0F: 3 clusters Score -1243008 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1245071 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1245280.000000 Penalty: 2978.634521
	Iteration 2F: 3 clusters Score -1245280 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1245450.000000 Penalty: 2978.634521
	Iteration 3Q: 3 clusters Score -1245450 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1245591.125000 Penalty: 2978.634521
	Iteration 4Q: 3 clusters Score -1245591 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1245702.625000 Penalty: 2978.634521
	Iteration 5Q: 3 clusters Score -1245703 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1245805.000000 Penalty: 2978.634521
	Iteration 6Q: 3 clusters Score -1245805 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1245886.500000 Penalty: 2978.634521
	Iteration 7Q: 3 clusters Score -1245886 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1245967.125000 Penalty: 2978.634521
	Iteration 8Q: 3 clusters Score -1245967 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1246040.625000 Penalty: 2978.634521
	Iteration 9Q: 3 clusters Score -1246041 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1246117.125000 Penalty: 2978.634521
	Iteration 10Q: 3 clusters Score -1246117 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1246210.875000 Penalty: 2978.634521
	Iteration 11Q: 3 clusters Score -1246211 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1246347.500000 Penalty: 2978.634521
	Iteration 12Q: 3 clusters Score -1246348 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1246496.000000 Penalty: 2978.634521
	Iteration 13Q: 3 clusters Score -1246496 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1246674.750000 Penalty: 2978.634521
	Iteration 14Q: 3 clusters Score -1246675 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1246870.125000 Penalty: 2978.634521
	Iteration 15Q: 3 clusters Score -1246870 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1247096.625000 Penalty: 2978.634521
	Iteration 16Q: 3 clusters Score -1247097 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1247279.375000 Penalty: 2978.634521
	Iteration 17Q: 3 clusters Score -1247279 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1247430.500000 Penalty: 2978.634521
	Iteration 18Q: 3 clusters Score -1247430 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1247561.625000 Penalty: 2978.634521
	Iteration 19Q: 3 clusters Score -1247562 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1247657.625000 Penalty: 2978.634521
	Iteration 20F: 3 clusters Score -1247658 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1247744.500000 Penalty: 2978.634521
	Iteration 21Q: 3 clusters Score -1247744 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1247815.750000 Penalty: 2978.634521
	Iteration 22Q: 3 clusters Score -1247816 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1247881.125000 Penalty: 2978.634521
	Iteration 23Q: 3 clusters Score -1247881 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1247931.750000 Penalty: 2978.634521
	Iteration 24Q: 3 clusters Score -1247932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1247987.000000 Penalty: 2978.634521
	Iteration 25Q: 3 clusters Score -1247987 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1248044.375000 Penalty: 2978.634521
	Iteration 26Q: 3 clusters Score -1248044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1248089.750000 Penalty: 2978.634521
	Iteration 27Q: 3 clusters Score -1248090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1248133.250000 Penalty: 2978.634521
	Iteration 28Q: 3 clusters Score -1248133 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1248180.000000 Penalty: 2978.634521
	Iteration 29Q: 3 clusters Score -1248180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1248218.250000 Penalty: 2978.634521
	Iteration 30Q: 3 clusters Score -1248218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1248258.250000 Penalty: 2978.634521
	Iteration 31Q: 3 clusters Score -1248258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1248298.500000 Penalty: 2978.634521
	Iteration 32Q: 3 clusters Score -1248298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1248340.375000 Penalty: 2978.634521
	Iteration 33Q: 3 clusters Score -1248340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1248362.375000 Penalty: 2978.634521
	Iteration 34Q: 3 clusters Score -1248362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1248387.750000 Penalty: 2978.634521
	Iteration 35Q: 3 clusters Score -1248388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1248402.875000 Penalty: 2978.634521
	Iteration 36Q: 3 clusters Score -1248403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1248415.750000 Penalty: 2978.634521
	Iteration 37Q: 3 clusters Score -1248416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1248423.625000 Penalty: 2978.634521
	Iteration 38Q: 3 clusters Score -1248424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1248430.750000 Penalty: 2978.634521
	Iteration 39Q: 3 clusters Score -1248431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1248440.625000 Penalty: 2978.634521
	Iteration 40F: 3 clusters Score -1248441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1248457.125000 Penalty: 2978.634521
	Iteration 41Q: 3 clusters Score -1248457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1248467.500000 Penalty: 2978.634521
	Iteration 42Q: 3 clusters Score -1248468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1248474.250000 Penalty: 2978.634521
	Iteration 43Q: 3 clusters Score -1248474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1248481.875000 Penalty: 2978.634521
	Iteration 44Q: 3 clusters Score -1248482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1248486.750000 Penalty: 2978.634521
	Iteration 45Q: 3 clusters Score -1248487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1248489.500000 Penalty: 2978.634521
	Iteration 46Q: 3 clusters Score -1248490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1248494.500000 Penalty: 2978.634521
	Iteration 47Q: 3 clusters Score -1248494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1248502.125000 Penalty: 2978.634521
	Iteration 48Q: 3 clusters Score -1248502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1248507.125000 Penalty: 2978.634521
	Iteration 49Q: 3 clusters Score -1248507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1248516.000000 Penalty: 2978.634521
	Iteration 50Q: 3 clusters Score -1248516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1248521.875000 Penalty: 2978.634521
	Iteration 51Q: 3 clusters Score -1248522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1248525.500000 Penalty: 2978.634521
	Iteration 52Q: 3 clusters Score -1248526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1248530.750000 Penalty: 2978.634521
	Iteration 53Q: 3 clusters Score -1248531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1248532.625000 Penalty: 2978.634521
	Iteration 54Q: 3 clusters Score -1248533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1248538.625000 Penalty: 2978.634521
	Iteration 55Q: 3 clusters Score -1248539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1248544.500000 Penalty: 2978.634521
	Iteration 56Q: 3 clusters Score -1248544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1248546.625000 Penalty: 2978.634521
	Iteration 57Q: 3 clusters Score -1248547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1248546.250000 Penalty: 2978.634521
	Iteration 58Q: 3 clusters Score -1248546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1248547.500000 Penalty: 2978.634521
	Iteration 59Q: 3 clusters Score -1248548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1248550.250000 Penalty: 2978.634521
	Iteration 60F: 3 clusters Score -1248550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1248550.750000 Penalty: 2978.634521
	Iteration 61Q: 3 clusters Score -1248551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1248552.250000 Penalty: 2978.634521
	Iteration 62Q: 3 clusters Score -1248552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1248552.250000 Penalty: 2978.634521
	Iteration 63Q: 3 clusters Score -1248552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1248552.250000 Penalty: 2978.634521
	Iteration 64F: 3 clusters Score -1248552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -269691.218750 Penalty: 1250.634521
	Iteration 0F: 2 clusters Score -269691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -267490.031250 Penalty: 2501.269043
	Iteration 0F: 3 clusters Score -267490 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -267939.250000 Penalty: 2501.269043
	Iteration 1F: 3 clusters Score -267939.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -268038.531250 Penalty: 2501.269043
	Iteration 2F: 3 clusters Score -268038.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -268113.000000 Penalty: 2501.269043
	Iteration 3F: 3 clusters Score -268113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -268202.937500 Penalty: 2501.269043
	Iteration 4Q: 3 clusters Score -268202.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -268298.531250 Penalty: 2501.269043
	Iteration 5Q: 3 clusters Score -268298.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -268387.906250 Penalty: 2501.269043
	Iteration 6Q: 3 clusters Score -268387.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -268434.906250 Penalty: 2501.269043
	Iteration 7Q: 3 clusters Score -268434.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -268479.218750 Penalty: 2501.269043
	Iteration 8Q: 3 clusters Score -268479.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -268508.625000 Penalty: 2501.269043
	Iteration 9Q: 3 clusters Score -268508.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -268538.218750 Penalty: 2501.269043
	Iteration 10Q: 3 clusters Score -268538.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -268569.062500 Penalty: 2501.269043
	Iteration 11Q: 3 clusters Score -268569.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -268605.468750 Penalty: 2501.269043
	Iteration 12Q: 3 clusters Score -268605.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -268628.437500 Penalty: 2501.269043
	Iteration 13Q: 3 clusters Score -268628.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -268651.312500 Penalty: 2501.269043
	Iteration 14Q: 3 clusters Score -268651.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -268668.750000 Penalty: 2501.269043
	Iteration 15Q: 3 clusters Score -268668.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -268682.781250 Penalty: 2501.269043
	Iteration 16Q: 3 clusters Score -268682.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -268697.656250 Penalty: 2501.269043
	Iteration 17Q: 3 clusters Score -268697.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -268711.625000 Penalty: 2501.269043
	Iteration 18Q: 3 clusters Score -268711.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -268722.156250 Penalty: 2501.269043
	Iteration 19Q: 3 clusters Score -268722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -268736.562500 Penalty: 2501.269043
	Iteration 20F: 3 clusters Score -268736.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268749.375000 Penalty: 2501.269043
	Iteration 21Q: 3 clusters Score -268749.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -268759.812500 Penalty: 2501.269043
	Iteration 22Q: 3 clusters Score -268759.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -268773.031250 Penalty: 2501.269043
	Iteration 23Q: 3 clusters Score -268773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -268786.562500 Penalty: 2501.269043
	Iteration 24Q: 3 clusters Score -268786.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -268797.343750 Penalty: 2501.269043
	Iteration 25Q: 3 clusters Score -268797.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -268804.500000 Penalty: 2501.269043
	Iteration 26Q: 3 clusters Score -268804.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -268811.156250 Penalty: 2501.269043
	Iteration 27Q: 3 clusters Score -268811.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -268827.468750 Penalty: 2501.269043
	Iteration 28Q: 3 clusters Score -268827.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -268842.656250 Penalty: 2501.269043
	Iteration 29Q: 3 clusters Score -268842.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -268855.625000 Penalty: 2501.269043
	Iteration 30Q: 3 clusters Score -268855.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -268866.750000 Penalty: 2501.269043
	Iteration 31Q: 3 clusters Score -268866.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -268881.906250 Penalty: 2501.269043
	Iteration 32Q: 3 clusters Score -268881.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -268893.687500 Penalty: 2501.269043
	Iteration 33Q: 3 clusters Score -268893.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -268900.375000 Penalty: 2501.269043
	Iteration 34Q: 3 clusters Score -268900.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -268905.031250 Penalty: 2501.269043
	Iteration 35Q: 3 clusters Score -268905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -268907.875000 Penalty: 2501.269043
	Iteration 36Q: 3 clusters Score -268907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268909.937500 Penalty: 2501.269043
	Iteration 37Q: 3 clusters Score -268909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268913.093750 Penalty: 2501.269043
	Iteration 38Q: 3 clusters Score -268913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -268915.437500 Penalty: 2501.269043
	Iteration 39Q: 3 clusters Score -268915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -268917.125000 Penalty: 2501.269043
	Iteration 40F: 3 clusters Score -268917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -268917.937500 Penalty: 2501.269043
	Iteration 41Q: 3 clusters Score -268917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -268919.156250 Penalty: 2501.269043
	Iteration 42Q: 3 clusters Score -268919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -268919.093750 Penalty: 2501.269043
	Iteration 43Q: 3 clusters Score -268919.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -268919.937500 Penalty: 2501.269043
	Iteration 44Q: 3 clusters Score -268919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -268922.000000 Penalty: 2501.269043
	Iteration 45Q: 3 clusters Score -268922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -268925.062500 Penalty: 2501.269043
	Iteration 46Q: 3 clusters Score -268925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -268926.500000 Penalty: 2501.269043
	Iteration 47Q: 3 clusters Score -268926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -268927.343750 Penalty: 2501.269043
	Iteration 48Q: 3 clusters Score -268927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -268928.468750 Penalty: 2501.269043
	Iteration 49Q: 3 clusters Score -268928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -268929.468750 Penalty: 2501.269043
	Iteration 50Q: 3 clusters Score -268929.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -268929.937500 Penalty: 2501.269043
	Iteration 51Q: 3 clusters Score -268929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -268930.281250 Penalty: 2501.269043
	Iteration 52Q: 3 clusters Score -268930.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -268932.406250 Penalty: 2501.269043
	Iteration 53Q: 3 clusters Score -268932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -268934.406250 Penalty: 2501.269043
	Iteration 54Q: 3 clusters Score -268934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -268936.718750 Penalty: 2501.269043
	Iteration 55Q: 3 clusters Score -268936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -268939.906250 Penalty: 2501.269043
	Iteration 56Q: 3 clusters Score -268939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -268941.312500 Penalty: 2501.269043
	Iteration 57Q: 3 clusters Score -268941.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -268942.156250 Penalty: 2501.269043
	Iteration 58Q: 3 clusters Score -268942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -268942.593750 Penalty: 2501.269043
	Iteration 59Q: 3 clusters Score -268942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -268942.593750 Penalty: 2501.269043
	Iteration 60F: 3 clusters Score -268942.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Entering Unmasked Estep 
Score: -3095520.250000 Penalty: 1638.808472
	Iteration 0F: 2 clusters Score -3095520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3079267.250000 Penalty: 3277.616943
	Iteration 0F: 3 clusters Score -3079267 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3085287.250000 Penalty: 3277.616943
	Iteration 1F: 3 clusters Score -3085287 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3085614.250000 Penalty: 3277.616943
	Iteration 2Q: 3 clusters Score -3085614 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3085920.250000 Penalty: 3277.616943
	Iteration 3Q: 3 clusters Score -3085920 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3086265.250000 Penalty: 3277.616943
	Iteration 4Q: 3 clusters Score -3086265 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3086707.500000 Penalty: 3277.616943
	Iteration 5Q: 3 clusters Score -3086708 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3087252.250000 Penalty: 3277.616943
	Iteration 6Q: 3 clusters Score -3087252 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3087983.750000 Penalty: 3277.616943
	Iteration 7F: 3 clusters Score -3087984 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3088940.500000 Penalty: 3277.616943
	Iteration 8F: 3 clusters Score -3088940 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3090134.750000 Penalty: 3277.616943
	Iteration 9F: 3 clusters Score -3090135 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3091250.000000 Penalty: 3277.616943
	Iteration 10F: 3 clusters Score -3091250 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3091975.750000 Penalty: 3277.616943
	Iteration 11Q: 3 clusters Score -3091976 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3092395.750000 Penalty: 3277.616943
	Iteration 12Q: 3 clusters Score -3092396 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3092708.750000 Penalty: 3277.616943
	Iteration 13Q: 3 clusters Score -3092709 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3092948.250000 Penalty: 3277.616943
	Iteration 14Q: 3 clusters Score -3092948 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3093113.000000 Penalty: 3277.616943
	Iteration 15Q: 3 clusters Score -3093113 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3093279.500000 Penalty: 3277.616943
	Iteration 16Q: 3 clusters Score -3093280 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3093383.500000 Penalty: 3277.616943
	Iteration 17Q: 3 clusters Score -3093384 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3093494.250000 Penalty: 3277.616943
	Iteration 18Q: 3 clusters Score -3093494 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3093581.250000 Penalty: 3277.616943
	Iteration 19Q: 3 clusters Score -3093581 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3093662.250000 Penalty: 3277.616943
	Iteration 20F: 3 clusters Score -3093662 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3093736.750000 Penalty: 3277.616943
	Iteration 21Q: 3 clusters Score -3093737 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3093825.750000 Penalty: 3277.616943
	Iteration 22Q: 3 clusters Score -3093826 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3093872.750000 Penalty: 3277.616943
	Iteration 23Q: 3 clusters Score -3093873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3093915.750000 Penalty: 3277.616943
	Iteration 24Q: 3 clusters Score -3093916 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3093952.000000 Penalty: 3277.616943
	Iteration 25Q: 3 clusters Score -3093952 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3093984.500000 Penalty: 3277.616943
	Iteration 26Q: 3 clusters Score -3093984 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3094016.250000 Penalty: 3277.616943
	Iteration 27Q: 3 clusters Score -3094016 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3094053.000000 Penalty: 3277.616943
	Iteration 28Q: 3 clusters Score -3094053 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3094080.750000 Penalty: 3277.616943
	Iteration 29Q: 3 clusters Score -3094081 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3094098.000000 Penalty: 3277.616943
	Iteration 30Q: 3 clusters Score -3094098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3094116.250000 Penalty: 3277.616943
	Iteration 31Q: 3 clusters Score -3094116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3094139.750000 Penalty: 3277.616943
	Iteration 32Q: 3 clusters Score -3094140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3094151.500000 Penalty: 3277.616943
	Iteration 33Q: 3 clusters Score -3094152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3094164.500000 Penalty: 3277.616943
	Iteration 34Q: 3 clusters Score -3094164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3094171.000000 Penalty: 3277.616943
	Iteration 35Q: 3 clusters Score -3094171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3094187.750000 Penalty: 3277.616943
	Iteration 36Q: 3 clusters Score -3094188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3094190.750000 Penalty: 3277.616943
	Iteration 37Q: 3 clusters Score -3094191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3094199.250000 Penalty: 3277.616943
	Iteration 38Q: 3 clusters Score -3094199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3094203.750000 Penalty: 3277.616943
	Iteration 39Q: 3 clusters Score -3094204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3094205.000000 Penalty: 3277.616943
	Iteration 40F: 3 clusters Score -3094205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3094211.750000 Penalty: 3277.616943
	Iteration 41Q: 3 clusters Score -3094212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3094218.250000 Penalty: 3277.616943
	Iteration 42Q: 3 clusters Score -3094218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3094228.250000 Penalty: 3277.616943
	Iteration 43Q: 3 clusters Score -3094228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3094227.500000 Penalty: 3277.616943
	Iteration 44Q: 3 clusters Score -3094228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3094234.500000 Penalty: 3277.616943
	Iteration 45Q: 3 clusters Score -3094234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3094233.750000 Penalty: 3277.616943
	Iteration 46Q: 3 clusters Score -3094234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3094235.250000 Penalty: 3277.616943
	Iteration 47Q: 3 clusters Score -3094235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3094243.500000 Penalty: 3277.616943
	Iteration 48Q: 3 clusters Score -3094244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3094244.250000 Penalty: 3277.616943
	Iteration 49Q: 3 clusters Score -3094244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3094252.250000 Penalty: 3277.616943
	Iteration 50Q: 3 clusters Score -3094252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3094251.000000 Penalty: 3277.616943
	Iteration 51Q: 3 clusters Score -3094251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3094259.250000 Penalty: 3277.616943
	Iteration 52Q: 3 clusters Score -3094259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3094260.500000 Penalty: 3277.616943
	Iteration 53Q: 3 clusters Score -3094260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -3094263.000000 Penalty: 3277.616943
	Iteration 54Q: 3 clusters Score -3094263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3094267.000000 Penalty: 3277.616943
	Iteration 55Q: 3 clusters Score -3094267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3094275.750000 Penalty: 3277.616943
	Iteration 56Q: 3 clusters Score -3094276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3094287.000000 Penalty: 3277.616943
	Iteration 57Q: 3 clusters Score -3094287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3094295.000000 Penalty: 3277.616943
	Iteration 58Q: 3 clusters Score -3094295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3094296.000000 Penalty: 3277.616943
	Iteration 59Q: 3 clusters Score -3094296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3094301.500000 Penalty: 3277.616943
	Iteration 60F: 3 clusters Score -3094302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3094311.500000 Penalty: 3277.616943
	Iteration 61Q: 3 clusters Score -3094312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3094314.000000 Penalty: 3277.616943
	Iteration 62Q: 3 clusters Score -3094314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3094317.750000 Penalty: 3277.616943
	Iteration 63Q: 3 clusters Score -3094318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3094320.250000 Penalty: 3277.616943
	Iteration 64Q: 3 clusters Score -3094320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3094331.250000 Penalty: 3277.616943
	Iteration 65Q: 3 clusters Score -3094331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3094336.500000 Penalty: 3277.616943
	Iteration 66Q: 3 clusters Score -3094336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3094343.000000 Penalty: 3277.616943
	Iteration 67Q: 3 clusters Score -3094343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3094346.000000 Penalty: 3277.616943
	Iteration 68Q: 3 clusters Score -3094346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3094349.500000 Penalty: 3277.616943
	Iteration 69Q: 3 clusters Score -3094350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3094355.250000 Penalty: 3277.616943
	Iteration 70Q: 3 clusters Score -3094355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3094357.750000 Penalty: 3277.616943
	Iteration 71Q: 3 clusters Score -3094358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3094357.250000 Penalty: 3277.616943
	Iteration 72Q: 3 clusters Score -3094357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3094359.750000 Penalty: 3277.616943
	Iteration 73Q: 3 clusters Score -3094360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3094361.750000 Penalty: 3277.616943
	Iteration 74Q: 3 clusters Score -3094362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3094363.500000 Penalty: 3277.616943
	Iteration 75Q: 3 clusters Score -3094364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3094365.500000 Penalty: 3277.616943
	Iteration 76Q: 3 clusters Score -3094366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3094365.000000 Penalty: 3277.616943
	Iteration 77Q: 3 clusters Score -3094365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3094364.000000 Penalty: 3277.616943
	Iteration 78Q: 3 clusters Score -3094364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3094364.750000 Penalty: 3277.616943
	Iteration 79Q: 3 clusters Score -3094365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3094364.000000 Penalty: 3277.616943
	Iteration 80F: 3 clusters Score -3094364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3094363.750000 Penalty: 3277.616943
	Iteration 81Q: 3 clusters Score -3094364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3094360.250000 Penalty: 3277.616943
	Iteration 82Q: 3 clusters Score -3094360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3094364.250000 Penalty: 3277.616943
	Iteration 83Q: 3 clusters Score -3094364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3094362.500000 Penalty: 3277.616943
	Iteration 84Q: 3 clusters Score -3094362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3094366.000000 Penalty: 3277.616943
	Iteration 85Q: 3 clusters Score -3094366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3094366.000000 Penalty: 3277.616943
	Iteration 86F: 3 clusters Score -3094366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -237917.078125 Penalty: 1222.565674
	Iteration 0F: 2 clusters Score -237917.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -235923.109375 Penalty: 2445.131348
	Iteration 0F: 3 clusters Score -235923.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -236328.281250 Penalty: 2445.131348
	Iteration 1F: 3 clusters Score -236328.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -236425.000000 Penalty: 2445.131348
	Iteration 2F: 3 clusters Score -236425 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -236473.296875 Penalty: 2445.131348
	Iteration 3Q: 3 clusters Score -236473.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -236505.609375 Penalty: 2445.131348
	Iteration 4Q: 3 clusters Score -236505.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -236524.906250 Penalty: 2445.131348
	Iteration 5Q: 3 clusters Score -236524.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -236533.718750 Penalty: 2445.131348
	Iteration 6Q: 3 clusters Score -236533.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -236537.406250 Penalty: 2445.131348
	Iteration 7Q: 3 clusters Score -236537.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -236542.218750 Penalty: 2445.131348
	Iteration 8Q: 3 clusters Score -236542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -236545.968750 Penalty: 2445.131348
	Iteration 9Q: 3 clusters Score -236546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -236549.921875 Penalty: 2445.131348
	Iteration 10Q: 3 clusters Score -236549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236555.296875 Penalty: 2445.131348
	Iteration 11Q: 3 clusters Score -236555.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -236558.171875 Penalty: 2445.131348
	Iteration 12Q: 3 clusters Score -236558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236563.359375 Penalty: 2445.131348
	Iteration 13Q: 3 clusters Score -236563.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -236566.718750 Penalty: 2445.131348
	Iteration 14Q: 3 clusters Score -236566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236568.421875 Penalty: 2445.131348
	Iteration 15Q: 3 clusters Score -236568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236570.250000 Penalty: 2445.131348
	Iteration 16Q: 3 clusters Score -236570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -236572.046875 Penalty: 2445.131348
	Iteration 17Q: 3 clusters Score -236572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -236573.000000 Penalty: 2445.131348
	Iteration 18Q: 3 clusters Score -236573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -236573.640625 Penalty: 2445.131348
	Iteration 19Q: 3 clusters Score -236573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236574.968750 Penalty: 2445.131348
	Iteration 20F: 3 clusters Score -236575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -236575.453125 Penalty: 2445.131348
	Iteration 21Q: 3 clusters Score -236575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -236576.328125 Penalty: 2445.131348
	Iteration 22Q: 3 clusters Score -236576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -236576.515625 Penalty: 2445.131348
	Iteration 23Q: 3 clusters Score -236576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236578.218750 Penalty: 2445.131348
	Iteration 24Q: 3 clusters Score -236578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -236582.421875 Penalty: 2445.131348
	Iteration 25Q: 3 clusters Score -236582.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236584.578125 Penalty: 2445.131348
	Iteration 26Q: 3 clusters Score -236584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -236587.140625 Penalty: 2445.131348
	Iteration 27Q: 3 clusters Score -236587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -236590.906250 Penalty: 2445.131348
	Iteration 28Q: 3 clusters Score -236590.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236595.859375 Penalty: 2445.131348
	Iteration 29Q: 3 clusters Score -236595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -236598.265625 Penalty: 2445.131348
	Iteration 30Q: 3 clusters Score -236598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -236598.515625 Penalty: 2445.131348
	Iteration 31Q: 3 clusters Score -236598.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236599.140625 Penalty: 2445.131348
	Iteration 32Q: 3 clusters Score -236599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -236598.828125 Penalty: 2445.131348
	Iteration 33Q: 3 clusters Score -236598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -236599.406250 Penalty: 2445.131348
	Iteration 34Q: 3 clusters Score -236599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -236599.406250 Penalty: 2445.131348
	Iteration 35F: 3 clusters Score -236599.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Entering Unmasked Estep 
Score: -548517.125000 Penalty: 1358.397461
	Iteration 0F: 2 clusters Score -548517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -544963.687500 Penalty: 2716.794922
	Iteration 0F: 3 clusters Score -544963.7 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -545909.750000 Penalty: 2716.794922
	Iteration 1F: 3 clusters Score -545909.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -546051.312500 Penalty: 2716.794922
	Iteration 2F: 3 clusters Score -546051.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -546143.250000 Penalty: 2716.794922
	Iteration 3Q: 3 clusters Score -546143.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -546202.375000 Penalty: 2716.794922
	Iteration 4Q: 3 clusters Score -546202.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -546236.125000 Penalty: 2716.794922
	Iteration 5Q: 3 clusters Score -546236.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -546261.812500 Penalty: 2716.794922
	Iteration 6Q: 3 clusters Score -546261.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -546287.437500 Penalty: 2716.794922
	Iteration 7Q: 3 clusters Score -546287.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -546307.500000 Penalty: 2716.794922
	Iteration 8Q: 3 clusters Score -546307.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -546325.000000 Penalty: 2716.794922
	Iteration 9Q: 3 clusters Score -546325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -546335.500000 Penalty: 2716.794922
	Iteration 10Q: 3 clusters Score -546335.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -546344.812500 Penalty: 2716.794922
	Iteration 11Q: 3 clusters Score -546344.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -546352.187500 Penalty: 2716.794922
	Iteration 12Q: 3 clusters Score -546352.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -546358.562500 Penalty: 2716.794922
	Iteration 13Q: 3 clusters Score -546358.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -546365.500000 Penalty: 2716.794922
	Iteration 14Q: 3 clusters Score -546365.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -546376.250000 Penalty: 2716.794922
	Iteration 15Q: 3 clusters Score -546376.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -546383.312500 Penalty: 2716.794922
	Iteration 16Q: 3 clusters Score -546383.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -546390.812500 Penalty: 2716.794922
	Iteration 17Q: 3 clusters Score -546390.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -546397.187500 Penalty: 2716.794922
	Iteration 18Q: 3 clusters Score -546397.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -546402.187500 Penalty: 2716.794922
	Iteration 19Q: 3 clusters Score -546402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -546406.062500 Penalty: 2716.794922
	Iteration 20F: 3 clusters Score -546406.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -546411.500000 Penalty: 2716.794922
	Iteration 21Q: 3 clusters Score -546411.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -546418.437500 Penalty: 2716.794922
	Iteration 22Q: 3 clusters Score -546418.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -546426.250000 Penalty: 2716.794922
	Iteration 23Q: 3 clusters Score -546426.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -546434.812500 Penalty: 2716.794922
	Iteration 24Q: 3 clusters Score -546434.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -546441.687500 Penalty: 2716.794922
	Iteration 25Q: 3 clusters Score -546441.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -546447.375000 Penalty: 2716.794922
	Iteration 26Q: 3 clusters Score -546447.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -546454.375000 Penalty: 2716.794922
	Iteration 27Q: 3 clusters Score -546454.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -546460.062500 Penalty: 2716.794922
	Iteration 28Q: 3 clusters Score -546460.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -546468.187500 Penalty: 2716.794922
	Iteration 29Q: 3 clusters Score -546468.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -546474.062500 Penalty: 2716.794922
	Iteration 30Q: 3 clusters Score -546474.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -546480.250000 Penalty: 2716.794922
	Iteration 31Q: 3 clusters Score -546480.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -546486.687500 Penalty: 2716.794922
	Iteration 32Q: 3 clusters Score -546486.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -546497.125000 Penalty: 2716.794922
	Iteration 33Q: 3 clusters Score -546497.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -546508.312500 Penalty: 2716.794922
	Iteration 34Q: 3 clusters Score -546508.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -546520.500000 Penalty: 2716.794922
	Iteration 35Q: 3 clusters Score -546520.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -546533.687500 Penalty: 2716.794922
	Iteration 36Q: 3 clusters Score -546533.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -546551.937500 Penalty: 2716.794922
	Iteration 37Q: 3 clusters Score -546551.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -546568.437500 Penalty: 2716.794922
	Iteration 38Q: 3 clusters Score -546568.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -546587.687500 Penalty: 2716.794922
	Iteration 39Q: 3 clusters Score -546587.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -546602.000000 Penalty: 2716.794922
	Iteration 40F: 3 clusters Score -546602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -546615.500000 Penalty: 2716.794922
	Iteration 41Q: 3 clusters Score -546615.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -546630.250000 Penalty: 2716.794922
	Iteration 42Q: 3 clusters Score -546630.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -546642.750000 Penalty: 2716.794922
	Iteration 43Q: 3 clusters Score -546642.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -546663.250000 Penalty: 2716.794922
	Iteration 44Q: 3 clusters Score -546663.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -546677.687500 Penalty: 2716.794922
	Iteration 45Q: 3 clusters Score -546677.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -546690.312500 Penalty: 2716.794922
	Iteration 46Q: 3 clusters Score -546690.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -546705.937500 Penalty: 2716.794922
	Iteration 47Q: 3 clusters Score -546705.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -546724.250000 Penalty: 2716.794922
	Iteration 48Q: 3 clusters Score -546724.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -546743.187500 Penalty: 2716.794922
	Iteration 49Q: 3 clusters Score -546743.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -546761.750000 Penalty: 2716.794922
	Iteration 50Q: 3 clusters Score -546761.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -546782.875000 Penalty: 2716.794922
	Iteration 51Q: 3 clusters Score -546782.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -546799.437500 Penalty: 2716.794922
	Iteration 52Q: 3 clusters Score -546799.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -546822.312500 Penalty: 2716.794922
	Iteration 53Q: 3 clusters Score -546822.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -546847.437500 Penalty: 2716.794922
	Iteration 54Q: 3 clusters Score -546847.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -546867.562500 Penalty: 2716.794922
	Iteration 55Q: 3 clusters Score -546867.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -546885.125000 Penalty: 2716.794922
	Iteration 56Q: 3 clusters Score -546885.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -546903.250000 Penalty: 2716.794922
	Iteration 57Q: 3 clusters Score -546903.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -546929.437500 Penalty: 2716.794922
	Iteration 58Q: 3 clusters Score -546929.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -546955.750000 Penalty: 2716.794922
	Iteration 59Q: 3 clusters Score -546955.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -546979.812500 Penalty: 2716.794922
	Iteration 60F: 3 clusters Score -546979.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -547011.625000 Penalty: 2716.794922
	Iteration 61Q: 3 clusters Score -547011.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -547044.437500 Penalty: 2716.794922
	Iteration 62Q: 3 clusters Score -547044.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -547076.187500 Penalty: 2716.794922
	Iteration 63Q: 3 clusters Score -547076.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -547100.562500 Penalty: 2716.794922
	Iteration 64Q: 3 clusters Score -547100.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -547124.062500 Penalty: 2716.794922
	Iteration 65Q: 3 clusters Score -547124.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -547140.687500 Penalty: 2716.794922
	Iteration 66Q: 3 clusters Score -547140.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -547153.875000 Penalty: 2716.794922
	Iteration 67Q: 3 clusters Score -547153.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -547168.687500 Penalty: 2716.794922
	Iteration 68Q: 3 clusters Score -547168.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -547190.125000 Penalty: 2716.794922
	Iteration 69Q: 3 clusters Score -547190.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -547210.000000 Penalty: 2716.794922
	Iteration 70Q: 3 clusters Score -547210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -547227.312500 Penalty: 2716.794922
	Iteration 71Q: 3 clusters Score -547227.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -547241.687500 Penalty: 2716.794922
	Iteration 72Q: 3 clusters Score -547241.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -547254.812500 Penalty: 2716.794922
	Iteration 73Q: 3 clusters Score -547254.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -547273.312500 Penalty: 2716.794922
	Iteration 74Q: 3 clusters Score -547273.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -547285.750000 Penalty: 2716.794922
	Iteration 75Q: 3 clusters Score -547285.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -547294.062500 Penalty: 2716.794922
	Iteration 76Q: 3 clusters Score -547294.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -547296.125000 Penalty: 2716.794922
	Iteration 77Q: 3 clusters Score -547296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -547298.875000 Penalty: 2716.794922
	Iteration 78Q: 3 clusters Score -547298.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -547301.375000 Penalty: 2716.794922
	Iteration 79Q: 3 clusters Score -547301.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -547303.937500 Penalty: 2716.794922
	Iteration 80F: 3 clusters Score -547303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -547305.875000 Penalty: 2716.794922
	Iteration 81Q: 3 clusters Score -547305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -547307.812500 Penalty: 2716.794922
	Iteration 82Q: 3 clusters Score -547307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -547310.875000 Penalty: 2716.794922
	Iteration 83Q: 3 clusters Score -547310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -547312.000000 Penalty: 2716.794922
	Iteration 84Q: 3 clusters Score -547312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -547313.437500 Penalty: 2716.794922
	Iteration 85Q: 3 clusters Score -547313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -547315.375000 Penalty: 2716.794922
	Iteration 86Q: 3 clusters Score -547315.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -547318.875000 Penalty: 2716.794922
	Iteration 87Q: 3 clusters Score -547318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -547321.250000 Penalty: 2716.794922
	Iteration 88Q: 3 clusters Score -547321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -547323.062500 Penalty: 2716.794922
	Iteration 89Q: 3 clusters Score -547323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -547324.750000 Penalty: 2716.794922
	Iteration 90Q: 3 clusters Score -547324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -547327.625000 Penalty: 2716.794922
	Iteration 91Q: 3 clusters Score -547327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -547330.750000 Penalty: 2716.794922
	Iteration 92Q: 3 clusters Score -547330.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -547337.562500 Penalty: 2716.794922
	Iteration 93Q: 3 clusters Score -547337.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -547341.375000 Penalty: 2716.794922
	Iteration 94Q: 3 clusters Score -547341.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -547346.062500 Penalty: 2716.794922
	Iteration 95Q: 3 clusters Score -547346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -547347.687500 Penalty: 2716.794922
	Iteration 96Q: 3 clusters Score -547347.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -547350.250000 Penalty: 2716.794922
	Iteration 97Q: 3 clusters Score -547350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -547354.687500 Penalty: 2716.794922
	Iteration 98Q: 3 clusters Score -547354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -547356.812500 Penalty: 2716.794922
	Iteration 99Q: 3 clusters Score -547356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -547358.562500 Penalty: 2716.794922
	Iteration 100F: 3 clusters Score -547358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -547359.250000 Penalty: 2716.794922
	Iteration 101Q: 3 clusters Score -547359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -547360.687500 Penalty: 2716.794922
	Iteration 102Q: 3 clusters Score -547360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -547361.562500 Penalty: 2716.794922
	Iteration 103Q: 3 clusters Score -547361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -547361.562500 Penalty: 2716.794922
	Iteration 104F: 3 clusters Score -547361.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Entering Unmasked Estep 
Score: -2212929.250000 Penalty: 1588.921875
	Iteration 0F: 2 clusters Score -2212929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2200721.500000 Penalty: 3177.843750
	Iteration 0F: 3 clusters Score -2200722 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2205238.500000 Penalty: 3177.843750
	Iteration 1F: 3 clusters Score -2205238 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2205624.000000 Penalty: 3177.843750
	Iteration 2F: 3 clusters Score -2205624 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2206051.250000 Penalty: 3177.843750
	Iteration 3F: 3 clusters Score -2206051 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2206547.750000 Penalty: 3177.843750
	Iteration 4F: 3 clusters Score -2206548 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2207197.250000 Penalty: 3177.843750
	Iteration 5F: 3 clusters Score -2207197 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2208078.500000 Penalty: 3177.843750
	Iteration 6F: 3 clusters Score -2208078 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2209068.750000 Penalty: 3177.843750
	Iteration 7F: 3 clusters Score -2209069 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2210076.500000 Penalty: 3177.843750
	Iteration 8F: 3 clusters Score -2210076 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2210757.750000 Penalty: 3177.843750
	Iteration 9Q: 3 clusters Score -2210758 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2211196.750000 Penalty: 3177.843750
	Iteration 10Q: 3 clusters Score -2211197 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2211436.000000 Penalty: 3177.843750
	Iteration 11Q: 3 clusters Score -2211436 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2211536.500000 Penalty: 3177.843750
	Iteration 12Q: 3 clusters Score -2211536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2211587.500000 Penalty: 3177.843750
	Iteration 13Q: 3 clusters Score -2211588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2211606.000000 Penalty: 3177.843750
	Iteration 14Q: 3 clusters Score -2211606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2211619.000000 Penalty: 3177.843750
	Iteration 15Q: 3 clusters Score -2211619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2211626.250000 Penalty: 3177.843750
	Iteration 16Q: 3 clusters Score -2211626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2211632.500000 Penalty: 3177.843750
	Iteration 17Q: 3 clusters Score -2211632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2211639.750000 Penalty: 3177.843750
	Iteration 18Q: 3 clusters Score -2211640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2211642.750000 Penalty: 3177.843750
	Iteration 19Q: 3 clusters Score -2211643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2211642.750000 Penalty: 3177.843750
	Iteration 20F: 3 clusters Score -2211643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2211646.000000 Penalty: 3177.843750
	Iteration 21Q: 3 clusters Score -2211646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2211649.750000 Penalty: 3177.843750
	Iteration 22Q: 3 clusters Score -2211650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2211651.000000 Penalty: 3177.843750
	Iteration 23Q: 3 clusters Score -2211651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2211651.000000 Penalty: 3177.843750
	Iteration 24F: 3 clusters Score -2211651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Entering Unmasked Estep 
Score: -14241220.000000 Penalty: 1888.639771
	Iteration 0F: 2 clusters Score -1.424122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -14172379.000000 Penalty: 3777.279541
	Iteration 0F: 3 clusters Score -1.417238e+07 nChanged 53487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -14204513.000000 Penalty: 3777.279541
	Iteration 1F: 3 clusters Score -1.420451e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -14206293.000000 Penalty: 3777.279541
	Iteration 2Q: 3 clusters Score -1.420629e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -14209095.000000 Penalty: 3777.279541
	Iteration 3F: 3 clusters Score -1.42091e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -14212766.000000 Penalty: 3777.279541
	Iteration 4F: 3 clusters Score -1.421277e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -14217277.000000 Penalty: 3777.279541
	Iteration 5F: 3 clusters Score -1.421728e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -14221809.000000 Penalty: 3777.279541
	Iteration 6F: 3 clusters Score -1.422181e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -14225934.000000 Penalty: 3777.279541
	Iteration 7F: 3 clusters Score -1.422593e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -14229474.000000 Penalty: 3777.279541
	Iteration 8F: 3 clusters Score -1.422947e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -14232351.000000 Penalty: 3777.279541
	Iteration 9Q: 3 clusters Score -1.423235e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -14234416.000000 Penalty: 3777.279541
	Iteration 10Q: 3 clusters Score -1.423442e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -14235563.000000 Penalty: 3777.279541
	Iteration 11Q: 3 clusters Score -1.423556e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -14236270.000000 Penalty: 3777.279541
	Iteration 12Q: 3 clusters Score -1.423627e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -14236742.000000 Penalty: 3777.279541
	Iteration 13Q: 3 clusters Score -1.423674e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -14237246.000000 Penalty: 3777.279541
	Iteration 14Q: 3 clusters Score -1.423725e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -14237798.000000 Penalty: 3777.279541
	Iteration 15Q: 3 clusters Score -1.42378e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -14238220.000000 Penalty: 3777.279541
	Iteration 16Q: 3 clusters Score -1.423822e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -14238709.000000 Penalty: 3777.279541
	Iteration 17Q: 3 clusters Score -1.423871e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -14239230.000000 Penalty: 3777.279541
	Iteration 18Q: 3 clusters Score -1.423923e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -14239618.000000 Penalty: 3777.279541
	Iteration 19Q: 3 clusters Score -1.423962e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -14239941.000000 Penalty: 3777.279541
	Iteration 20F: 3 clusters Score -1.423994e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -14240095.000000 Penalty: 3777.279541
	Iteration 21Q: 3 clusters Score -1.42401e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -14240272.000000 Penalty: 3777.279541
	Iteration 22Q: 3 clusters Score -1.424027e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -14240336.000000 Penalty: 3777.279541
	Iteration 23Q: 3 clusters Score -1.424034e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -14240367.000000 Penalty: 3777.279541
	Iteration 24Q: 3 clusters Score -1.424037e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -14240408.000000 Penalty: 3777.279541
	Iteration 25Q: 3 clusters Score -1.424041e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -14240437.000000 Penalty: 3777.279541
	Iteration 26Q: 3 clusters Score -1.424044e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -14240463.000000 Penalty: 3777.279541
	Iteration 27Q: 3 clusters Score -1.424046e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -14240439.000000 Penalty: 3777.279541
	Iteration 28Q: 3 clusters Score -1.424044e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -14240466.000000 Penalty: 3777.279541
	Iteration 29Q: 3 clusters Score -1.424047e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -14240462.000000 Penalty: 3777.279541
	Iteration 30Q: 3 clusters Score -1.424046e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -14240421.000000 Penalty: 3777.279541
	Iteration 31Q: 3 clusters Score -1.424042e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71237 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -14240368.000000 Penalty: 3777.279541
	Iteration 32Q: 3 clusters Score -1.424037e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -14240366.000000 Penalty: 3777.279541
	Iteration 33Q: 3 clusters Score -1.424037e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -14240312.000000 Penalty: 3777.279541
	Iteration 34Q: 3 clusters Score -1.424031e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -14240249.000000 Penalty: 3777.279541
	Iteration 35Q: 3 clusters Score -1.424025e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -14240171.000000 Penalty: 3777.279541
	Iteration 36Q: 3 clusters Score -1.424017e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -14240132.000000 Penalty: 3777.279541
	Iteration 37Q: 3 clusters Score -1.424013e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -14240155.000000 Penalty: 3777.279541
	Iteration 38Q: 3 clusters Score -1.424016e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -14240168.000000 Penalty: 3777.279541
	Iteration 39Q: 3 clusters Score -1.424017e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -14240118.000000 Penalty: 3777.279541
	Iteration 40F: 3 clusters Score -1.424012e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -14240075.000000 Penalty: 3777.279541
	Iteration 41Q: 3 clusters Score -1.424008e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -14240063.000000 Penalty: 3777.279541
	Iteration 42Q: 3 clusters Score -1.424006e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -14239958.000000 Penalty: 3777.279541
	Iteration 43Q: 3 clusters Score -1.423996e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -14240000.000000 Penalty: 3777.279541
	Iteration 44Q: 3 clusters Score -1.424e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -14239929.000000 Penalty: 3777.279541
	Iteration 45Q: 3 clusters Score -1.423993e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -14239936.000000 Penalty: 3777.279541
	Iteration 46Q: 3 clusters Score -1.423994e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -14239893.000000 Penalty: 3777.279541
	Iteration 47Q: 3 clusters Score -1.423989e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -14239834.000000 Penalty: 3777.279541
	Iteration 48Q: 3 clusters Score -1.423983e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -14239796.000000 Penalty: 3777.279541
	Iteration 49Q: 3 clusters Score -1.42398e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -14239800.000000 Penalty: 3777.279541
	Iteration 50Q: 3 clusters Score -1.42398e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -14239796.000000 Penalty: 3777.279541
	Iteration 51Q: 3 clusters Score -1.42398e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -14239805.000000 Penalty: 3777.279541
	Iteration 52Q: 3 clusters Score -1.42398e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -14239735.000000 Penalty: 3777.279541
	Iteration 53Q: 3 clusters Score -1.423974e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -14239706.000000 Penalty: 3777.279541
	Iteration 54Q: 3 clusters Score -1.423971e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -14239672.000000 Penalty: 3777.279541
	Iteration 55Q: 3 clusters Score -1.423967e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -14239657.000000 Penalty: 3777.279541
	Iteration 56Q: 3 clusters Score -1.423966e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -14239696.000000 Penalty: 3777.279541
	Iteration 57Q: 3 clusters Score -1.42397e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -14239728.000000 Penalty: 3777.279541
	Iteration 58Q: 3 clusters Score -1.423973e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -14239614.000000 Penalty: 3777.279541
	Iteration 59Q: 3 clusters Score -1.423961e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -14239576.000000 Penalty: 3777.279541
	Iteration 60F: 3 clusters Score -1.423958e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -14239583.000000 Penalty: 3777.279541
	Iteration 61Q: 3 clusters Score -1.423958e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -14239612.000000 Penalty: 3777.279541
	Iteration 62Q: 3 clusters Score -1.423961e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -14239623.000000 Penalty: 3777.279541
	Iteration 63Q: 3 clusters Score -1.423962e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -14239627.000000 Penalty: 3777.279541
	Iteration 64Q: 3 clusters Score -1.423963e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -14239593.000000 Penalty: 3777.279541
	Iteration 65Q: 3 clusters Score -1.423959e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -14239598.000000 Penalty: 3777.279541
	Iteration 66Q: 3 clusters Score -1.42396e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -14239602.000000 Penalty: 3777.279541
	Iteration 67Q: 3 clusters Score -1.42396e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -14239580.000000 Penalty: 3777.279541
	Iteration 68Q: 3 clusters Score -1.423958e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -14239559.000000 Penalty: 3777.279541
	Iteration 69Q: 3 clusters Score -1.423956e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -14239529.000000 Penalty: 3777.279541
	Iteration 70Q: 3 clusters Score -1.423953e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -14239506.000000 Penalty: 3777.279541
	Iteration 71Q: 3 clusters Score -1.423951e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -14239517.000000 Penalty: 3777.279541
	Iteration 72Q: 3 clusters Score -1.423952e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -14239504.000000 Penalty: 3777.279541
	Iteration 73Q: 3 clusters Score -1.42395e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -14239519.000000 Penalty: 3777.279541
	Iteration 74Q: 3 clusters Score -1.423952e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -14239505.000000 Penalty: 3777.279541
	Iteration 75Q: 3 clusters Score -1.42395e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -14239501.000000 Penalty: 3777.279541
	Iteration 76Q: 3 clusters Score -1.42395e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -14239454.000000 Penalty: 3777.279541
	Iteration 77Q: 3 clusters Score -1.423945e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -14239468.000000 Penalty: 3777.279541
	Iteration 78Q: 3 clusters Score -1.423947e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -14239456.000000 Penalty: 3777.279541
	Iteration 79Q: 3 clusters Score -1.423946e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -14239431.000000 Penalty: 3777.279541
	Iteration 80F: 3 clusters Score -1.423943e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -14239440.000000 Penalty: 3777.279541
	Iteration 81Q: 3 clusters Score -1.423944e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -14239429.000000 Penalty: 3777.279541
	Iteration 82Q: 3 clusters Score -1.423943e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -14239444.000000 Penalty: 3777.279541
	Iteration 83Q: 3 clusters Score -1.423944e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -14239422.000000 Penalty: 3777.279541
	Iteration 84Q: 3 clusters Score -1.423942e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -14239423.000000 Penalty: 3777.279541
	Iteration 85Q: 3 clusters Score -1.423942e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -14239423.000000 Penalty: 3777.279541
	Iteration 86Q: 3 clusters Score -1.423942e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -14239431.000000 Penalty: 3777.279541
	Iteration 87Q: 3 clusters Score -1.423943e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -14239441.000000 Penalty: 3777.279541
	Iteration 88Q: 3 clusters Score -1.423944e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -14239443.000000 Penalty: 3777.279541
	Iteration 89Q: 3 clusters Score -1.423944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -14239445.000000 Penalty: 3777.279541
	Iteration 90Q: 3 clusters Score -1.423944e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -14239449.000000 Penalty: 3777.279541
	Iteration 91Q: 3 clusters Score -1.423945e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -14239439.000000 Penalty: 3777.279541
	Iteration 92Q: 3 clusters Score -1.423944e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -14239440.000000 Penalty: 3777.279541
	Iteration 93Q: 3 clusters Score -1.423944e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -14239452.000000 Penalty: 3777.279541
	Iteration 94Q: 3 clusters Score -1.423945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -14239437.000000 Penalty: 3777.279541
	Iteration 95Q: 3 clusters Score -1.423944e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -14239443.000000 Penalty: 3777.279541
	Iteration 96Q: 3 clusters Score -1.423944e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -14239453.000000 Penalty: 3777.279541
	Iteration 97Q: 3 clusters Score -1.423945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -14239441.000000 Penalty: 3777.279541
	Iteration 98Q: 3 clusters Score -1.423944e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -14239442.000000 Penalty: 3777.279541
	Iteration 99Q: 3 clusters Score -1.423944e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -14239437.000000 Penalty: 3777.279541
	Iteration 100F: 3 clusters Score -1.423944e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -14239431.000000 Penalty: 3777.279541
	Iteration 101Q: 3 clusters Score -1.423943e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -14239413.000000 Penalty: 3777.279541
	Iteration 102Q: 3 clusters Score -1.423941e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -14239423.000000 Penalty: 3777.279541
	Iteration 103Q: 3 clusters Score -1.423942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -14239417.000000 Penalty: 3777.279541
	Iteration 104Q: 3 clusters Score -1.423942e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -14239410.000000 Penalty: 3777.279541
	Iteration 105Q: 3 clusters Score -1.423941e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -14239390.000000 Penalty: 3777.279541
	Iteration 106Q: 3 clusters Score -1.423939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -14239399.000000 Penalty: 3777.279541
	Iteration 107Q: 3 clusters Score -1.42394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -14239401.000000 Penalty: 3777.279541
	Iteration 108Q: 3 clusters Score -1.42394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -14239389.000000 Penalty: 3777.279541
	Iteration 109Q: 3 clusters Score -1.423939e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -14239390.000000 Penalty: 3777.279541
	Iteration 110Q: 3 clusters Score -1.423939e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -14239392.000000 Penalty: 3777.279541
	Iteration 111Q: 3 clusters Score -1.423939e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -14239401.000000 Penalty: 3777.279541
	Iteration 112Q: 3 clusters Score -1.42394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -14239385.000000 Penalty: 3777.279541
	Iteration 113Q: 3 clusters Score -1.423938e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -14239386.000000 Penalty: 3777.279541
	Iteration 114Q: 3 clusters Score -1.423939e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -14239398.000000 Penalty: 3777.279541
	Iteration 115Q: 3 clusters Score -1.42394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -14239398.000000 Penalty: 3777.279541
	Iteration 116Q: 3 clusters Score -1.42394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -14239385.000000 Penalty: 3777.279541
	Iteration 117Q: 3 clusters Score -1.423938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -14239373.000000 Penalty: 3777.279541
	Iteration 118Q: 3 clusters Score -1.423937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -14239352.000000 Penalty: 3777.279541
	Iteration 119Q: 3 clusters Score -1.423935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -14239365.000000 Penalty: 3777.279541
	Iteration 120F: 3 clusters Score -1.423936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -14239367.000000 Penalty: 3777.279541
	Iteration 121Q: 3 clusters Score -1.423937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -14239375.000000 Penalty: 3777.279541
	Iteration 122Q: 3 clusters Score -1.423938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -14239375.000000 Penalty: 3777.279541
	Iteration 123Q: 3 clusters Score -1.423938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -14239385.000000 Penalty: 3777.279541
	Iteration 124Q: 3 clusters Score -1.423938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -14239387.000000 Penalty: 3777.279541
	Iteration 125Q: 3 clusters Score -1.423939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -14239390.000000 Penalty: 3777.279541
	Iteration 126Q: 3 clusters Score -1.423939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -14239384.000000 Penalty: 3777.279541
	Iteration 127Q: 3 clusters Score -1.423938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -14239388.000000 Penalty: 3777.279541
	Iteration 128Q: 3 clusters Score -1.423939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -14239383.000000 Penalty: 3777.279541
	Iteration 129Q: 3 clusters Score -1.423938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -14239383.000000 Penalty: 3777.279541
	Iteration 130F: 3 clusters Score -1.423938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -426087.000000 Penalty: 1322.943359
	Iteration 0F: 2 clusters Score -426087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -423092.750000 Penalty: 2645.886719
	Iteration 0F: 3 clusters Score -423092.8 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -423772.625000 Penalty: 2645.886719
	Iteration 1F: 3 clusters Score -423772.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -423911.156250 Penalty: 2645.886719
	Iteration 2F: 3 clusters Score -423911.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -424009.875000 Penalty: 2645.886719
	Iteration 3F: 3 clusters Score -424009.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -424083.625000 Penalty: 2645.886719
	Iteration 4Q: 3 clusters Score -424083.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -424142.750000 Penalty: 2645.886719
	Iteration 5Q: 3 clusters Score -424142.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -424187.531250 Penalty: 2645.886719
	Iteration 6Q: 3 clusters Score -424187.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -424232.687500 Penalty: 2645.886719
	Iteration 7Q: 3 clusters Score -424232.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -424272.812500 Penalty: 2645.886719
	Iteration 8Q: 3 clusters Score -424272.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -424304.656250 Penalty: 2645.886719
	Iteration 9Q: 3 clusters Score -424304.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -424338.031250 Penalty: 2645.886719
	Iteration 10Q: 3 clusters Score -424338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -424381.687500 Penalty: 2645.886719
	Iteration 11Q: 3 clusters Score -424381.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -424414.031250 Penalty: 2645.886719
	Iteration 12Q: 3 clusters Score -424414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -424435.500000 Penalty: 2645.886719
	Iteration 13Q: 3 clusters Score -424435.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -424454.343750 Penalty: 2645.886719
	Iteration 14Q: 3 clusters Score -424454.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -424475.093750 Penalty: 2645.886719
	Iteration 15Q: 3 clusters Score -424475.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -424499.437500 Penalty: 2645.886719
	Iteration 16Q: 3 clusters Score -424499.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -424520.312500 Penalty: 2645.886719
	Iteration 17Q: 3 clusters Score -424520.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -424543.562500 Penalty: 2645.886719
	Iteration 18Q: 3 clusters Score -424543.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -424579.125000 Penalty: 2645.886719
	Iteration 19Q: 3 clusters Score -424579.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -424623.343750 Penalty: 2645.886719
	Iteration 20F: 3 clusters Score -424623.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -424670.250000 Penalty: 2645.886719
	Iteration 21Q: 3 clusters Score -424670.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -424705.875000 Penalty: 2645.886719
	Iteration 22Q: 3 clusters Score -424705.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -424735.531250 Penalty: 2645.886719
	Iteration 23Q: 3 clusters Score -424735.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -424754.500000 Penalty: 2645.886719
	Iteration 24Q: 3 clusters Score -424754.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -424773.375000 Penalty: 2645.886719
	Iteration 25Q: 3 clusters Score -424773.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -424785.562500 Penalty: 2645.886719
	Iteration 26Q: 3 clusters Score -424785.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -424801.750000 Penalty: 2645.886719
	Iteration 27Q: 3 clusters Score -424801.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -424814.375000 Penalty: 2645.886719
	Iteration 28Q: 3 clusters Score -424814.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -424822.750000 Penalty: 2645.886719
	Iteration 29Q: 3 clusters Score -424822.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -424829.343750 Penalty: 2645.886719
	Iteration 30Q: 3 clusters Score -424829.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -424836.937500 Penalty: 2645.886719
	Iteration 31Q: 3 clusters Score -424836.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -424853.656250 Penalty: 2645.886719
	Iteration 32Q: 3 clusters Score -424853.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -424864.406250 Penalty: 2645.886719
	Iteration 33Q: 3 clusters Score -424864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -424873.687500 Penalty: 2645.886719
	Iteration 34Q: 3 clusters Score -424873.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -424876.812500 Penalty: 2645.886719
	Iteration 35Q: 3 clusters Score -424876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -424884.593750 Penalty: 2645.886719
	Iteration 36Q: 3 clusters Score -424884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -424890.031250 Penalty: 2645.886719
	Iteration 37Q: 3 clusters Score -424890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -424901.500000 Penalty: 2645.886719
	Iteration 38Q: 3 clusters Score -424901.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -424912.781250 Penalty: 2645.886719
	Iteration 39Q: 3 clusters Score -424912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -424919.187500 Penalty: 2645.886719
	Iteration 40F: 3 clusters Score -424919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -424922.343750 Penalty: 2645.886719
	Iteration 41Q: 3 clusters Score -424922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -424923.000000 Penalty: 2645.886719
	Iteration 42Q: 3 clusters Score -424923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -424923.000000 Penalty: 2645.886719
	Iteration 43F: 3 clusters Score -424923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Entering Unmasked Estep 
Score: -4063569.250000 Penalty: 1685.377075
	Iteration 0F: 2 clusters Score -4063569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4041909.250000 Penalty: 3370.754150
	Iteration 0F: 3 clusters Score -4041909 nChanged 15049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4050470.500000 Penalty: 3370.754150
	Iteration 1F: 3 clusters Score -4050470 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4051199.500000 Penalty: 3370.754150
	Iteration 2F: 3 clusters Score -4051200 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4052085.000000 Penalty: 3370.754150
	Iteration 3F: 3 clusters Score -4052085 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4053390.500000 Penalty: 3370.754150
	Iteration 4F: 3 clusters Score -4053390 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -4055271.250000 Penalty: 3370.754150
	Iteration 5F: 3 clusters Score -4055271 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -4057399.500000 Penalty: 3370.754150
	Iteration 6F: 3 clusters Score -4057400 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4059218.250000 Penalty: 3370.754150
	Iteration 7F: 3 clusters Score -4059218 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4060425.500000 Penalty: 3370.754150
	Iteration 8Q: 3 clusters Score -4060426 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -4061060.750000 Penalty: 3370.754150
	Iteration 9Q: 3 clusters Score -4061061 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4061438.750000 Penalty: 3370.754150
	Iteration 10Q: 3 clusters Score -4061439 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -4061695.250000 Penalty: 3370.754150
	Iteration 11Q: 3 clusters Score -4061695 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -4061878.500000 Penalty: 3370.754150
	Iteration 12Q: 3 clusters Score -4061878 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4062001.500000 Penalty: 3370.754150
	Iteration 13Q: 3 clusters Score -4062002 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -4062090.250000 Penalty: 3370.754150
	Iteration 14Q: 3 clusters Score -4062090 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4062181.750000 Penalty: 3370.754150
	Iteration 15Q: 3 clusters Score -4062182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -4062222.250000 Penalty: 3370.754150
	Iteration 16Q: 3 clusters Score -4062222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4062244.250000 Penalty: 3370.754150
	Iteration 17Q: 3 clusters Score -4062244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4062257.000000 Penalty: 3370.754150
	Iteration 18Q: 3 clusters Score -4062257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4062265.750000 Penalty: 3370.754150
	Iteration 19Q: 3 clusters Score -4062266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -4062284.000000 Penalty: 3370.754150
	Iteration 20F: 3 clusters Score -4062284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4062298.500000 Penalty: 3370.754150
	Iteration 21Q: 3 clusters Score -4062298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4062302.250000 Penalty: 3370.754150
	Iteration 22Q: 3 clusters Score -4062302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -4062305.000000 Penalty: 3370.754150
	Iteration 23Q: 3 clusters Score -4062305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4062313.500000 Penalty: 3370.754150
	Iteration 24Q: 3 clusters Score -4062314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4062315.750000 Penalty: 3370.754150
	Iteration 25Q: 3 clusters Score -4062316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4062321.750000 Penalty: 3370.754150
	Iteration 26Q: 3 clusters Score -4062322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4062327.750000 Penalty: 3370.754150
	Iteration 27Q: 3 clusters Score -4062328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4062325.000000 Penalty: 3370.754150
	Iteration 28Q: 3 clusters Score -4062325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4062325.000000 Penalty: 3370.754150
	Iteration 29Q: 3 clusters Score -4062325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4062322.250000 Penalty: 3370.754150
	Iteration 30Q: 3 clusters Score -4062322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4062324.750000 Penalty: 3370.754150
	Iteration 31Q: 3 clusters Score -4062325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4062327.250000 Penalty: 3370.754150
	Iteration 32Q: 3 clusters Score -4062327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4062328.250000 Penalty: 3370.754150
	Iteration 33Q: 3 clusters Score -4062328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4062329.750000 Penalty: 3370.754150
	Iteration 34Q: 3 clusters Score -4062330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4062329.750000 Penalty: 3370.754150
	Iteration 35F: 3 clusters Score -4062330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100110 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121913 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 10 contains 41169 members 
Mstep: Class 11 contains 9557 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 23980 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17641 members 
Mstep: Class 17 contains 111569 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799464.000000 Penalty: 38813.050781
Iteration 399Q: 19 clusters Score -7.279946e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 100131 members 
Mstep: Class 5 contains 105922 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121797 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 10 contains 41360 members 
Mstep: Class 11 contains 9521 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24063 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 111440 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799512.000000 Penalty: 38813.050781
Iteration 400F: 19 clusters Score -7.279951e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 100136 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121673 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 10 contains 41551 members 
Mstep: Class 11 contains 9493 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24157 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 17645 members 
Mstep: Class 17 contains 111312 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799616.000000 Penalty: 38813.050781
Iteration 401Q: 19 clusters Score -7.279962e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100152 members 
Mstep: Class 5 contains 105923 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121570 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 10 contains 41717 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24226 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 17646 members 
Mstep: Class 17 contains 111202 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799776.000000 Penalty: 38813.050781
Iteration 402Q: 19 clusters Score -7.279978e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100156 members 
Mstep: Class 5 contains 105923 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121492 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 10 contains 41878 members 
Mstep: Class 11 contains 9426 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24281 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17647 members 
Mstep: Class 17 contains 111105 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799888.000000 Penalty: 38813.050781
Iteration 403Q: 19 clusters Score -7.279989e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100162 members 
Mstep: Class 5 contains 105923 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121399 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 10 contains 42051 members 
Mstep: Class 11 contains 9383 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 111012 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799888.000000 Penalty: 38813.050781
Iteration 404Q: 19 clusters Score -7.279989e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100187 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121284 members 
Mstep: Class 8 contains 1323 members 
Mstep: Class 10 contains 42211 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 24419 members 
Mstep: Class 14 contains 1850 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110924 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799936.000000 Penalty: 38813.050781
Iteration 405Q: 19 clusters Score -7.279994e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100196 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121213 members 
Mstep: Class 8 contains 1321 members 
Mstep: Class 10 contains 42344 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 24493 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 4262 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 110847 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800048.000000 Penalty: 38813.050781
Iteration 406Q: 19 clusters Score -7.280005e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100202 members 
Mstep: Class 5 contains 105922 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121147 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 10 contains 42482 members 
Mstep: Class 11 contains 9220 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 24560 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4262 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 110754 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800040.000000 Penalty: 38813.050781
Iteration 407Q: 19 clusters Score -7.280004e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100195 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121072 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 10 contains 42618 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 24632 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 17674 members 
Mstep: Class 17 contains 110693 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800168.000000 Penalty: 38813.050781
Iteration 408Q: 19 clusters Score -7.280017e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100188 members 
Mstep: Class 5 contains 105914 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 121007 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 10 contains 42736 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17679 members 
Mstep: Class 17 contains 110645 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800288.000000 Penalty: 38813.050781
Iteration 409Q: 19 clusters Score -7.280029e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100188 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 120942 members 
Mstep: Class 8 contains 1295 members 
Mstep: Class 10 contains 42856 members 
Mstep: Class 11 contains 9049 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 17678 members 
Mstep: Class 17 contains 110615 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800408.000000 Penalty: 38813.050781
Iteration 410Q: 19 clusters Score -7.280041e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100176 members 
Mstep: Class 5 contains 105912 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 120896 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 10 contains 42954 members 
Mstep: Class 11 contains 8987 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24784 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 17676 members 
Mstep: Class 17 contains 110592 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800456.000000 Penalty: 38813.050781
Iteration 411Q: 19 clusters Score -7.280046e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100171 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 120840 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 10 contains 43041 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24831 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 17673 members 
Mstep: Class 17 contains 110571 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800512.000000 Penalty: 38813.050781
Iteration 412Q: 19 clusters Score -7.280051e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100158 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120770 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 10 contains 43143 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24891 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 17668 members 
Mstep: Class 17 contains 110554 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800640.000000 Penalty: 38813.050781
Iteration 413Q: 19 clusters Score -7.280064e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100153 members 
Mstep: Class 5 contains 105915 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120691 members 
Mstep: Class 8 contains 1282 members 
Mstep: Class 10 contains 43236 members 
Mstep: Class 11 contains 8852 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24940 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 110535 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800664.000000 Penalty: 38813.050781
Iteration 414Q: 19 clusters Score -7.280066e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100148 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120636 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 10 contains 43331 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24975 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 110528 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800672.000000 Penalty: 38813.050781
Iteration 415Q: 19 clusters Score -7.280067e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100139 members 
Mstep: Class 5 contains 105911 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120581 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 24998 members 
Mstep: Class 14 contains 1843 members 
Mstep: Class 15 contains 4278 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110526 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800776.000000 Penalty: 38813.050781
Iteration 416Q: 19 clusters Score -7.280078e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 100133 members 
Mstep: Class 5 contains 105909 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 120524 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 10 contains 43527 members 
Mstep: Class 11 contains 8709 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25023 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 110511 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800760.000000 Penalty: 38813.050781
Iteration 417Q: 19 clusters Score -7.280076e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100131 members 
Mstep: Class 5 contains 105911 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120464 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 10 contains 43615 members 
Mstep: Class 11 contains 8659 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25051 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 110504 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800720.000000 Penalty: 38813.050781
Iteration 418Q: 19 clusters Score -7.280072e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100123 members 
Mstep: Class 5 contains 105916 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120408 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 10 contains 43715 members 
Mstep: Class 11 contains 8612 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25075 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 4282 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 110486 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800888.000000 Penalty: 38813.050781
Iteration 419Q: 19 clusters Score -7.280089e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100103 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120366 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 10 contains 43819 members 
Mstep: Class 11 contains 8566 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25100 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 17666 members 
Mstep: Class 17 contains 110466 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801008.000000 Penalty: 38813.050781
Iteration 420F: 19 clusters Score -7.280101e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100100 members 
Mstep: Class 5 contains 105923 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120314 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 10 contains 43912 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25135 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 17666 members 
Mstep: Class 17 contains 110444 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801032.000000 Penalty: 38813.050781
Iteration 421Q: 19 clusters Score -7.280103e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100102 members 
Mstep: Class 5 contains 105925 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120283 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 10 contains 44010 members 
Mstep: Class 11 contains 8445 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25170 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 17663 members 
Mstep: Class 17 contains 110407 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801168.000000 Penalty: 38813.050781
Iteration 422Q: 19 clusters Score -7.280117e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100107 members 
Mstep: Class 5 contains 105922 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120253 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 10 contains 44093 members 
Mstep: Class 11 contains 8389 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25206 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110379 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 423Q: 19 clusters Score -7.280125e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100111 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120201 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 10 contains 44184 members 
Mstep: Class 11 contains 8343 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25241 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 110362 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801248.000000 Penalty: 38813.050781
Iteration 424Q: 19 clusters Score -7.280125e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100105 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120160 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 10 contains 44281 members 
Mstep: Class 11 contains 8295 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25278 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110330 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31894 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 425Q: 19 clusters Score -7.280122e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100109 members 
Mstep: Class 5 contains 105917 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120133 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 10 contains 44373 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25312 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17662 members 
Mstep: Class 17 contains 110309 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31884 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 426Q: 19 clusters Score -7.280127e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100107 members 
Mstep: Class 5 contains 105915 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120082 members 
Mstep: Class 8 contains 1245 members 
Mstep: Class 10 contains 44460 members 
Mstep: Class 11 contains 8190 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25355 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 110288 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801288.000000 Penalty: 38813.050781
Iteration 427Q: 19 clusters Score -7.280129e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100103 members 
Mstep: Class 5 contains 105912 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 120035 members 
Mstep: Class 8 contains 1245 members 
Mstep: Class 10 contains 44540 members 
Mstep: Class 11 contains 8150 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25400 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17674 members 
Mstep: Class 17 contains 110260 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31871 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 428Q: 19 clusters Score -7.280133e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100104 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119976 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 10 contains 44620 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25455 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 17675 members 
Mstep: Class 17 contains 110229 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801384.000000 Penalty: 38813.050781
Iteration 429Q: 19 clusters Score -7.280138e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100084 members 
Mstep: Class 5 contains 105912 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119914 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 10 contains 44700 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25527 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17675 members 
Mstep: Class 17 contains 110198 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801520.000000 Penalty: 38813.050781
Iteration 430Q: 19 clusters Score -7.280152e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100066 members 
Mstep: Class 5 contains 105914 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119867 members 
Mstep: Class 8 contains 1245 members 
Mstep: Class 10 contains 44793 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25584 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17678 members 
Mstep: Class 17 contains 110156 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801536.000000 Penalty: 38813.050781
Iteration 431Q: 19 clusters Score -7.280154e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100058 members 
Mstep: Class 5 contains 105917 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119808 members 
Mstep: Class 8 contains 1242 members 
Mstep: Class 10 contains 44874 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25645 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17678 members 
Mstep: Class 17 contains 110124 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801552.000000 Penalty: 38813.050781
Iteration 432Q: 19 clusters Score -7.280155e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100053 members 
Mstep: Class 5 contains 105917 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119755 members 
Mstep: Class 8 contains 1239 members 
Mstep: Class 10 contains 44940 members 
Mstep: Class 11 contains 7955 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25715 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 17678 members 
Mstep: Class 17 contains 110093 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801568.000000 Penalty: 38813.050781
Iteration 433Q: 19 clusters Score -7.280157e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100052 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119702 members 
Mstep: Class 8 contains 1235 members 
Mstep: Class 10 contains 45008 members 
Mstep: Class 11 contains 7908 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25777 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 17680 members 
Mstep: Class 17 contains 110067 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801712.000000 Penalty: 38813.050781
Iteration 434Q: 19 clusters Score -7.280171e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100064 members 
Mstep: Class 5 contains 105923 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119651 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 10 contains 45066 members 
Mstep: Class 11 contains 7849 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25834 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 17679 members 
Mstep: Class 17 contains 110053 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801680.000000 Penalty: 38813.050781
Iteration 435Q: 19 clusters Score -7.280168e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100061 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119620 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 10 contains 45113 members 
Mstep: Class 11 contains 7802 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 25886 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 17 contains 110035 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801744.000000 Penalty: 38813.050781
Iteration 436Q: 19 clusters Score -7.280174e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100051 members 
Mstep: Class 5 contains 105922 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119599 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 10 contains 45151 members 
Mstep: Class 11 contains 7759 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 25928 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 17 contains 110031 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801712.000000 Penalty: 38813.050781
Iteration 437Q: 19 clusters Score -7.280171e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100037 members 
Mstep: Class 5 contains 105923 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119560 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 10 contains 45200 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 25981 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 4278 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 17 contains 110033 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801864.000000 Penalty: 38813.050781
Iteration 438Q: 19 clusters Score -7.280186e+07 nChanged 289
Entering ConstructFrom: 
Score: -72801864.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -12590.599609 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -12590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11841.520508 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -11841.52 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12343.803711 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -12343.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12469.130859 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -12469.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12571.159180 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -12571.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12619.649414 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -12619.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12643.600586 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -12643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12643.600586 Penalty: 1873.687134
	Iteration 6F: 3 clusters Score -12643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100009 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119545 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 99 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26031 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 17 contains 110032 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31828 members 
Entering Unmasked Estep 
Score: -72800760.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72801864.000000 to -72800760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37980.039062 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37980.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37027.968750 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -37027.97 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37488.687500 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37488.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37643.082031 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -37643.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37741.035156 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -37741.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37776.292969 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -37776.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37804.367188 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -37804.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37879.281250 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -37879.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37946.996094 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -37947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37984.988281 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -37984.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37997.140625 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -37997.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38018.703125 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38018.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38061.714844 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38061.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38095.652344 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -38095.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38140.792969 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -38140.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38167.222656 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -38167.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38171.738281 Penalty: 2024.906494
	Iteration 15Q: 3 clusters Score -38171.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38173.937500 Penalty: 2024.906494
	Iteration 16Q: 3 clusters Score -38173.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38183.609375 Penalty: 2024.906494
	Iteration 17F: 3 clusters Score -38183.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38235.015625 Penalty: 2024.906494
	Iteration 18Q: 3 clusters Score -38235.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38249.062500 Penalty: 2024.906494
	Iteration 19Q: 3 clusters Score -38249.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38264.976562 Penalty: 2024.906494
	Iteration 20F: 3 clusters Score -38264.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38270.882812 Penalty: 2024.906494
	Iteration 21Q: 3 clusters Score -38270.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38272.386719 Penalty: 2024.906494
	Iteration 22Q: 3 clusters Score -38272.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38272.386719 Penalty: 2024.906494
	Iteration 23F: 3 clusters Score -38272.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 261 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100009 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119545 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26031 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 17 contains 110032 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31828 members 
Entering Unmasked Estep 
Score: -72801112.000000 Penalty: 40969.332031
Splitting cluster 2 changes total score from -72801864.000000 to -72801112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -75469.289062 Penalty: 1075.978394
	Iteration 0F: 2 clusters Score -75469.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74295.312500 Penalty: 2151.956787
	Iteration 0F: 3 clusters Score -74295.31 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74810.484375 Penalty: 2151.956787
	Iteration 1F: 3 clusters Score -74810.48 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75202.507812 Penalty: 2151.956787
	Iteration 2F: 3 clusters Score -75202.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75458.109375 Penalty: 2151.956787
	Iteration 3F: 3 clusters Score -75458.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75558.281250 Penalty: 2151.956787
	Iteration 4F: 3 clusters Score -75558.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75653.343750 Penalty: 2151.956787
	Iteration 5Q: 3 clusters Score -75653.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75710.929688 Penalty: 2151.956787
	Iteration 6Q: 3 clusters Score -75710.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75723.453125 Penalty: 2151.956787
	Iteration 7Q: 3 clusters Score -75723.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75730.140625 Penalty: 2151.956787
	Iteration 8Q: 3 clusters Score -75730.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75733.640625 Penalty: 2151.956787
	Iteration 9Q: 3 clusters Score -75733.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75735.710938 Penalty: 2151.956787
	Iteration 10Q: 3 clusters Score -75735.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75735.710938 Penalty: 2151.956787
	Iteration 11F: 3 clusters Score -75735.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 100009 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119545 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26031 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 17 contains 110032 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31828 members 
Entering Unmasked Estep 
Score: -72801120.000000 Penalty: 40969.332031
Splitting cluster 3 changes total score from -72801864.000000 to -72801120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (100009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Entering Unmasked Estep 
Score: -12733625.000000 Penalty: 1870.865112
	Iteration 0F: 2 clusters Score -1.273362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -12667266.000000 Penalty: 3741.730225
	Iteration 0F: 3 clusters Score -1.266727e+07 nChanged 47897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -12695377.000000 Penalty: 3741.730225
	Iteration 1F: 3 clusters Score -1.269538e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -12696591.000000 Penalty: 3741.730225
	Iteration 2Q: 3 clusters Score -1.269659e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -12698054.000000 Penalty: 3741.730225
	Iteration 3Q: 3 clusters Score -1.269805e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -12700616.000000 Penalty: 3741.730225
	Iteration 4Q: 3 clusters Score -1.270062e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -12704785.000000 Penalty: 3741.730225
	Iteration 5F: 3 clusters Score -1.270478e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -12711002.000000 Penalty: 3741.730225
	Iteration 6F: 3 clusters Score -1.2711e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -12718559.000000 Penalty: 3741.730225
	Iteration 7F: 3 clusters Score -1.271856e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -12724750.000000 Penalty: 3741.730225
	Iteration 8F: 3 clusters Score -1.272475e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -12728647.000000 Penalty: 3741.730225
	Iteration 9Q: 3 clusters Score -1.272865e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -12730581.000000 Penalty: 3741.730225
	Iteration 10Q: 3 clusters Score -1.273058e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -12731394.000000 Penalty: 3741.730225
	Iteration 11Q: 3 clusters Score -1.273139e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12731734.000000 Penalty: 3741.730225
	Iteration 12Q: 3 clusters Score -1.273173e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99200 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12731873.000000 Penalty: 3741.730225
	Iteration 13Q: 3 clusters Score -1.273187e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12731991.000000 Penalty: 3741.730225
	Iteration 14Q: 3 clusters Score -1.273199e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12732072.000000 Penalty: 3741.730225
	Iteration 15Q: 3 clusters Score -1.273207e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99374 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12732129.000000 Penalty: 3741.730225
	Iteration 16Q: 3 clusters Score -1.273213e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12732152.000000 Penalty: 3741.730225
	Iteration 17Q: 3 clusters Score -1.273215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12732168.000000 Penalty: 3741.730225
	Iteration 18Q: 3 clusters Score -1.273217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12732174.000000 Penalty: 3741.730225
	Iteration 19Q: 3 clusters Score -1.273217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12732169.000000 Penalty: 3741.730225
	Iteration 20F: 3 clusters Score -1.273217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -12732185.000000 Penalty: 3741.730225
	Iteration 21Q: 3 clusters Score -1.273218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12732197.000000 Penalty: 3741.730225
	Iteration 22Q: 3 clusters Score -1.27322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12732200.000000 Penalty: 3741.730225
	Iteration 23Q: 3 clusters Score -1.27322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12732193.000000 Penalty: 3741.730225
	Iteration 24Q: 3 clusters Score -1.273219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99415 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12732189.000000 Penalty: 3741.730225
	Iteration 25Q: 3 clusters Score -1.273219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12732186.000000 Penalty: 3741.730225
	Iteration 26Q: 3 clusters Score -1.273219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99418 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12732199.000000 Penalty: 3741.730225
	Iteration 27Q: 3 clusters Score -1.27322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12732200.000000 Penalty: 3741.730225
	Iteration 28Q: 3 clusters Score -1.27322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12732196.000000 Penalty: 3741.730225
	Iteration 29Q: 3 clusters Score -1.27322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12732191.000000 Penalty: 3741.730225
	Iteration 30Q: 3 clusters Score -1.273219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12732187.000000 Penalty: 3741.730225
	Iteration 31Q: 3 clusters Score -1.273219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12732200.000000 Penalty: 3741.730225
	Iteration 32Q: 3 clusters Score -1.27322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12732198.000000 Penalty: 3741.730225
	Iteration 33Q: 3 clusters Score -1.27322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12732197.000000 Penalty: 3741.730225
	Iteration 34Q: 3 clusters Score -1.27322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99427 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12732191.000000 Penalty: 3741.730225
	Iteration 35Q: 3 clusters Score -1.273219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99427 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12732194.000000 Penalty: 3741.730225
	Iteration 36Q: 3 clusters Score -1.273219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12732193.000000 Penalty: 3741.730225
	Iteration 37Q: 3 clusters Score -1.273219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12732186.000000 Penalty: 3741.730225
	Iteration 38Q: 3 clusters Score -1.273219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12732192.000000 Penalty: 3741.730225
	Iteration 39Q: 3 clusters Score -1.273219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12732191.000000 Penalty: 3741.730225
	Iteration 40F: 3 clusters Score -1.273219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12732197.000000 Penalty: 3741.730225
	Iteration 41Q: 3 clusters Score -1.27322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99429 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12732194.000000 Penalty: 3741.730225
	Iteration 42Q: 3 clusters Score -1.273219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12732200.000000 Penalty: 3741.730225
	Iteration 43Q: 3 clusters Score -1.27322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99429 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12732196.000000 Penalty: 3741.730225
	Iteration 44Q: 3 clusters Score -1.27322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12732197.000000 Penalty: 3741.730225
	Iteration 45Q: 3 clusters Score -1.27322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12732197.000000 Penalty: 3741.730225
	Iteration 46F: 3 clusters Score -1.27322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Entering Unmasked Estep 
Score: -13736061.000000 Penalty: 1880.202637
	Iteration 0F: 2 clusters Score -1.373606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -13672523.000000 Penalty: 3760.405273
	Iteration 0F: 3 clusters Score -1.367252e+07 nChanged 50773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -13701875.000000 Penalty: 3760.405273
	Iteration 1F: 3 clusters Score -1.370188e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -13702408.000000 Penalty: 3760.405273
	Iteration 2Q: 3 clusters Score -1.370241e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -13703022.000000 Penalty: 3760.405273
	Iteration 3Q: 3 clusters Score -1.370302e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -13703751.000000 Penalty: 3760.405273
	Iteration 4Q: 3 clusters Score -1.370375e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -13704694.000000 Penalty: 3760.405273
	Iteration 5Q: 3 clusters Score -1.370469e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -13706168.000000 Penalty: 3760.405273
	Iteration 6Q: 3 clusters Score -1.370617e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -13708097.000000 Penalty: 3760.405273
	Iteration 7Q: 3 clusters Score -1.37081e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -13710718.000000 Penalty: 3760.405273
	Iteration 8Q: 3 clusters Score -1.371072e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -13713796.000000 Penalty: 3760.405273
	Iteration 9F: 3 clusters Score -1.37138e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -13716670.000000 Penalty: 3760.405273
	Iteration 10F: 3 clusters Score -1.371667e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -13718979.000000 Penalty: 3760.405273
	Iteration 11Q: 3 clusters Score -1.371898e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -13720720.000000 Penalty: 3760.405273
	Iteration 12Q: 3 clusters Score -1.372072e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -13721903.000000 Penalty: 3760.405273
	Iteration 13Q: 3 clusters Score -1.37219e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -13722837.000000 Penalty: 3760.405273
	Iteration 14Q: 3 clusters Score -1.372284e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -13723614.000000 Penalty: 3760.405273
	Iteration 15Q: 3 clusters Score -1.372361e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -13724253.000000 Penalty: 3760.405273
	Iteration 16Q: 3 clusters Score -1.372425e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -13724762.000000 Penalty: 3760.405273
	Iteration 17Q: 3 clusters Score -1.372476e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -13725232.000000 Penalty: 3760.405273
	Iteration 18Q: 3 clusters Score -1.372523e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -13725546.000000 Penalty: 3760.405273
	Iteration 19Q: 3 clusters Score -1.372555e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -13726005.000000 Penalty: 3760.405273
	Iteration 20F: 3 clusters Score -1.3726e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 89890 members 
Entering Unmasked Estep 
Score: -13726340.000000 Penalty: 3760.405273
	Iteration 21Q: 3 clusters Score -1.372634e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -13726678.000000 Penalty: 3760.405273
	Iteration 22Q: 3 clusters Score -1.372668e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -13727084.000000 Penalty: 3760.405273
	Iteration 23Q: 3 clusters Score -1.372708e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -13727386.000000 Penalty: 3760.405273
	Iteration 24Q: 3 clusters Score -1.372739e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 94002 members 
Entering Unmasked Estep 
Score: -13727597.000000 Penalty: 3760.405273
	Iteration 25Q: 3 clusters Score -1.37276e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -13727844.000000 Penalty: 3760.405273
	Iteration 26Q: 3 clusters Score -1.372784e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -13728186.000000 Penalty: 3760.405273
	Iteration 27Q: 3 clusters Score -1.372819e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -13728593.000000 Penalty: 3760.405273
	Iteration 28Q: 3 clusters Score -1.372859e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -13728921.000000 Penalty: 3760.405273
	Iteration 29Q: 3 clusters Score -1.372892e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -13729225.000000 Penalty: 3760.405273
	Iteration 30Q: 3 clusters Score -1.372922e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -13729565.000000 Penalty: 3760.405273
	Iteration 31Q: 3 clusters Score -1.372956e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -13729834.000000 Penalty: 3760.405273
	Iteration 32Q: 3 clusters Score -1.372983e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -13730240.000000 Penalty: 3760.405273
	Iteration 33Q: 3 clusters Score -1.373024e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
Score: -13730781.000000 Penalty: 3760.405273
	Iteration 34Q: 3 clusters Score -1.373078e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -13731153.000000 Penalty: 3760.405273
	Iteration 35Q: 3 clusters Score -1.373115e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -13731523.000000 Penalty: 3760.405273
	Iteration 36Q: 3 clusters Score -1.373152e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 101860 members 
Entering Unmasked Estep 
Score: -13731973.000000 Penalty: 3760.405273
	Iteration 37Q: 3 clusters Score -1.373197e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 102330 members 
Entering Unmasked Estep 
Score: -13732370.000000 Penalty: 3760.405273
	Iteration 38Q: 3 clusters Score -1.373237e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 102777 members 
Entering Unmasked Estep 
Score: -13732708.000000 Penalty: 3760.405273
	Iteration 39Q: 3 clusters Score -1.373271e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -13732976.000000 Penalty: 3760.405273
	Iteration 40F: 3 clusters Score -1.373298e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -13733180.000000 Penalty: 3760.405273
	Iteration 41Q: 3 clusters Score -1.373318e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -13733347.000000 Penalty: 3760.405273
	Iteration 42Q: 3 clusters Score -1.373335e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -13733505.000000 Penalty: 3760.405273
	Iteration 43Q: 3 clusters Score -1.37335e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 104202 members 
Entering Unmasked Estep 
Score: -13733679.000000 Penalty: 3760.405273
	Iteration 44Q: 3 clusters Score -1.373368e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -13733779.000000 Penalty: 3760.405273
	Iteration 45Q: 3 clusters Score -1.373378e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -13733848.000000 Penalty: 3760.405273
	Iteration 46Q: 3 clusters Score -1.373385e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -13733909.000000 Penalty: 3760.405273
	Iteration 47Q: 3 clusters Score -1.373391e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 104680 members 
Entering Unmasked Estep 
Score: -13734009.000000 Penalty: 3760.405273
	Iteration 48Q: 3 clusters Score -1.373401e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 104756 members 
Entering Unmasked Estep 
Score: -13734028.000000 Penalty: 3760.405273
	Iteration 49Q: 3 clusters Score -1.373403e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
Score: -13734100.000000 Penalty: 3760.405273
	Iteration 50Q: 3 clusters Score -1.37341e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -13734151.000000 Penalty: 3760.405273
	Iteration 51Q: 3 clusters Score -1.373415e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -13734179.000000 Penalty: 3760.405273
	Iteration 52Q: 3 clusters Score -1.373418e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -13734196.000000 Penalty: 3760.405273
	Iteration 53Q: 3 clusters Score -1.37342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 104998 members 
Entering Unmasked Estep 
Score: -13734232.000000 Penalty: 3760.405273
	Iteration 54Q: 3 clusters Score -1.373423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -13734253.000000 Penalty: 3760.405273
	Iteration 55Q: 3 clusters Score -1.373425e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 105041 members 
Entering Unmasked Estep 
Score: -13734270.000000 Penalty: 3760.405273
	Iteration 56Q: 3 clusters Score -1.373427e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -13734283.000000 Penalty: 3760.405273
	Iteration 57Q: 3 clusters Score -1.373428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -13734282.000000 Penalty: 3760.405273
	Iteration 58Q: 3 clusters Score -1.373428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -13734293.000000 Penalty: 3760.405273
	Iteration 59Q: 3 clusters Score -1.373429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 105105 members 
Entering Unmasked Estep 
Score: -13734300.000000 Penalty: 3760.405273
	Iteration 60F: 3 clusters Score -1.37343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -13734305.000000 Penalty: 3760.405273
	Iteration 61Q: 3 clusters Score -1.37343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -13734296.000000 Penalty: 3760.405273
	Iteration 62Q: 3 clusters Score -1.37343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -13734297.000000 Penalty: 3760.405273
	Iteration 63Q: 3 clusters Score -1.37343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -13734294.000000 Penalty: 3760.405273
	Iteration 64Q: 3 clusters Score -1.373429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 105132 members 
Entering Unmasked Estep 
Score: -13734301.000000 Penalty: 3760.405273
	Iteration 65Q: 3 clusters Score -1.37343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 105132 members 
Entering Unmasked Estep 
Score: -13734301.000000 Penalty: 3760.405273
	Iteration 66F: 3 clusters Score -1.37343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -67390.609375 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -67390.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66323.609375 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -66323.61 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66906.976562 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -66906.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67339.703125 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -67339.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67555.375000 Penalty: 2098.959961
	Iteration 3F: 3 clusters Score -67555.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67659.242188 Penalty: 2098.959961
	Iteration 4F: 3 clusters Score -67659.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67715.304688 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -67715.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67805.242188 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -67805.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67903.398438 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -67903.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67966.015625 Penalty: 2098.959961
	Iteration 8Q: 3 clusters Score -67966.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67990.210938 Penalty: 2098.959961
	Iteration 9Q: 3 clusters Score -67990.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67994.796875 Penalty: 2098.959961
	Iteration 10Q: 3 clusters Score -67994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67996.125000 Penalty: 2098.959961
	Iteration 11Q: 3 clusters Score -67996.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67996.890625 Penalty: 2098.959961
	Iteration 12Q: 3 clusters Score -67996.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67996.890625 Penalty: 2098.959961
	Iteration 13F: 3 clusters Score -67996.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100009 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 289 members 
Mstep: Class 7 contains 119545 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 349 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26031 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 17 contains 110032 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31828 members 
Entering Unmasked Estep 
Score: -72801424.000000 Penalty: 40969.332031
Splitting cluster 6 changes total score from -72801864.000000 to -72801424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (119545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Entering Unmasked Estep 
Score: -15231000.000000 Penalty: 1899.860352
	Iteration 0F: 2 clusters Score -1.5231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -15157235.000000 Penalty: 3799.720703
	Iteration 0F: 3 clusters Score -1.515724e+07 nChanged 57387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -15190630.000000 Penalty: 3799.720703
	Iteration 1F: 3 clusters Score -1.519063e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -15191474.000000 Penalty: 3799.720703
	Iteration 2Q: 3 clusters Score -1.519147e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -15192521.000000 Penalty: 3799.720703
	Iteration 3Q: 3 clusters Score -1.519252e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -15194046.000000 Penalty: 3799.720703
	Iteration 4Q: 3 clusters Score -1.519405e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -15196297.000000 Penalty: 3799.720703
	Iteration 5Q: 3 clusters Score -1.51963e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -15199926.000000 Penalty: 3799.720703
	Iteration 6F: 3 clusters Score -1.519993e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -15205285.000000 Penalty: 3799.720703
	Iteration 7F: 3 clusters Score -1.520528e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90826 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -15211684.000000 Penalty: 3799.720703
	Iteration 8F: 3 clusters Score -1.521168e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -15217972.000000 Penalty: 3799.720703
	Iteration 9F: 3 clusters Score -1.521797e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -15222513.000000 Penalty: 3799.720703
	Iteration 10F: 3 clusters Score -1.522251e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -15225479.000000 Penalty: 3799.720703
	Iteration 11Q: 3 clusters Score -1.522548e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -15226935.000000 Penalty: 3799.720703
	Iteration 12Q: 3 clusters Score -1.522694e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -15227692.000000 Penalty: 3799.720703
	Iteration 13Q: 3 clusters Score -1.522769e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113479 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -15228056.000000 Penalty: 3799.720703
	Iteration 14Q: 3 clusters Score -1.522806e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -15228377.000000 Penalty: 3799.720703
	Iteration 15Q: 3 clusters Score -1.522838e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115549 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -15228644.000000 Penalty: 3799.720703
	Iteration 16Q: 3 clusters Score -1.522864e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116223 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -15228875.000000 Penalty: 3799.720703
	Iteration 17Q: 3 clusters Score -1.522888e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116760 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -15229089.000000 Penalty: 3799.720703
	Iteration 18Q: 3 clusters Score -1.522909e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -15229188.000000 Penalty: 3799.720703
	Iteration 19Q: 3 clusters Score -1.522919e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117506 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -15229256.000000 Penalty: 3799.720703
	Iteration 20F: 3 clusters Score -1.522926e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117747 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15229344.000000 Penalty: 3799.720703
	Iteration 21Q: 3 clusters Score -1.522934e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15229371.000000 Penalty: 3799.720703
	Iteration 22Q: 3 clusters Score -1.522937e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118085 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15229398.000000 Penalty: 3799.720703
	Iteration 23Q: 3 clusters Score -1.52294e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118206 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -15229432.000000 Penalty: 3799.720703
	Iteration 24Q: 3 clusters Score -1.522943e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -15229473.000000 Penalty: 3799.720703
	Iteration 25Q: 3 clusters Score -1.522947e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118394 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -15229498.000000 Penalty: 3799.720703
	Iteration 26Q: 3 clusters Score -1.52295e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -15229516.000000 Penalty: 3799.720703
	Iteration 27Q: 3 clusters Score -1.522952e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118518 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15229532.000000 Penalty: 3799.720703
	Iteration 28Q: 3 clusters Score -1.522953e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118562 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -15229559.000000 Penalty: 3799.720703
	Iteration 29Q: 3 clusters Score -1.522956e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118612 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -15229602.000000 Penalty: 3799.720703
	Iteration 30Q: 3 clusters Score -1.52296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -15229603.000000 Penalty: 3799.720703
	Iteration 31Q: 3 clusters Score -1.52296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118647 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -15229609.000000 Penalty: 3799.720703
	Iteration 32Q: 3 clusters Score -1.522961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118658 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15229615.000000 Penalty: 3799.720703
	Iteration 33Q: 3 clusters Score -1.522962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -15229622.000000 Penalty: 3799.720703
	Iteration 34Q: 3 clusters Score -1.522962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118675 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15229617.000000 Penalty: 3799.720703
	Iteration 35Q: 3 clusters Score -1.522962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118686 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15229627.000000 Penalty: 3799.720703
	Iteration 36Q: 3 clusters Score -1.522963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118694 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15229627.000000 Penalty: 3799.720703
	Iteration 37Q: 3 clusters Score -1.522963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118702 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -15229631.000000 Penalty: 3799.720703
	Iteration 38Q: 3 clusters Score -1.522963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118710 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -15229636.000000 Penalty: 3799.720703
	Iteration 39Q: 3 clusters Score -1.522964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118711 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -15229625.000000 Penalty: 3799.720703
	Iteration 40F: 3 clusters Score -1.522962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118716 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -15229632.000000 Penalty: 3799.720703
	Iteration 41Q: 3 clusters Score -1.522963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118719 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15229636.000000 Penalty: 3799.720703
	Iteration 42Q: 3 clusters Score -1.522964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15229633.000000 Penalty: 3799.720703
	Iteration 43Q: 3 clusters Score -1.522963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118725 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -15229642.000000 Penalty: 3799.720703
	Iteration 44Q: 3 clusters Score -1.522964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -15229634.000000 Penalty: 3799.720703
	Iteration 45Q: 3 clusters Score -1.522963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118737 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -15229637.000000 Penalty: 3799.720703
	Iteration 46Q: 3 clusters Score -1.522964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118743 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -15229632.000000 Penalty: 3799.720703
	Iteration 47Q: 3 clusters Score -1.522963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118749 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15229634.000000 Penalty: 3799.720703
	Iteration 48Q: 3 clusters Score -1.522963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -15229627.000000 Penalty: 3799.720703
	Iteration 49Q: 3 clusters Score -1.522963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -15229634.000000 Penalty: 3799.720703
	Iteration 50Q: 3 clusters Score -1.522963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118759 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15229630.000000 Penalty: 3799.720703
	Iteration 51Q: 3 clusters Score -1.522963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -15229640.000000 Penalty: 3799.720703
	Iteration 52Q: 3 clusters Score -1.522964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118765 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15229633.000000 Penalty: 3799.720703
	Iteration 53Q: 3 clusters Score -1.522963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118770 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15229623.000000 Penalty: 3799.720703
	Iteration 54Q: 3 clusters Score -1.522962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118771 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -15229629.000000 Penalty: 3799.720703
	Iteration 55Q: 3 clusters Score -1.522963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118772 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -15229627.000000 Penalty: 3799.720703
	Iteration 56Q: 3 clusters Score -1.522963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -15229645.000000 Penalty: 3799.720703
	Iteration 57Q: 3 clusters Score -1.522964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -15229637.000000 Penalty: 3799.720703
	Iteration 58Q: 3 clusters Score -1.522964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118788 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15229643.000000 Penalty: 3799.720703
	Iteration 59Q: 3 clusters Score -1.522964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15229656.000000 Penalty: 3799.720703
	Iteration 60F: 3 clusters Score -1.522966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15229643.000000 Penalty: 3799.720703
	Iteration 61Q: 3 clusters Score -1.522964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15229645.000000 Penalty: 3799.720703
	Iteration 62Q: 3 clusters Score -1.522964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15229648.000000 Penalty: 3799.720703
	Iteration 63Q: 3 clusters Score -1.522965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15229661.000000 Penalty: 3799.720703
	Iteration 64Q: 3 clusters Score -1.522966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118796 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -15229661.000000 Penalty: 3799.720703
	Iteration 65Q: 3 clusters Score -1.522966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118795 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -15229657.000000 Penalty: 3799.720703
	Iteration 66Q: 3 clusters Score -1.522966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118793 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -15229669.000000 Penalty: 3799.720703
	Iteration 67Q: 3 clusters Score -1.522967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118796 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -15229656.000000 Penalty: 3799.720703
	Iteration 68Q: 3 clusters Score -1.522966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118800 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15229661.000000 Penalty: 3799.720703
	Iteration 69Q: 3 clusters Score -1.522966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118805 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15229665.000000 Penalty: 3799.720703
	Iteration 70Q: 3 clusters Score -1.522966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118805 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15229666.000000 Penalty: 3799.720703
	Iteration 71Q: 3 clusters Score -1.522967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15229682.000000 Penalty: 3799.720703
	Iteration 72Q: 3 clusters Score -1.522968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118810 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -15229680.000000 Penalty: 3799.720703
	Iteration 73Q: 3 clusters Score -1.522968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15229683.000000 Penalty: 3799.720703
	Iteration 74Q: 3 clusters Score -1.522968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15229682.000000 Penalty: 3799.720703
	Iteration 75Q: 3 clusters Score -1.522968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118815 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -15229682.000000 Penalty: 3799.720703
	Iteration 76Q: 3 clusters Score -1.522968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118815 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -15229688.000000 Penalty: 3799.720703
	Iteration 77Q: 3 clusters Score -1.522969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15229685.000000 Penalty: 3799.720703
	Iteration 78Q: 3 clusters Score -1.522968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15229685.000000 Penalty: 3799.720703
	Iteration 79F: 3 clusters Score -1.522968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -153243.656250 Penalty: 1155.885620
	Iteration 0F: 2 clusters Score -153243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -151639.859375 Penalty: 2311.771240
	Iteration 0F: 3 clusters Score -151639.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -151926.468750 Penalty: 2311.771240
	Iteration 1F: 3 clusters Score -151926.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152014.171875 Penalty: 2311.771240
	Iteration 2F: 3 clusters Score -152014.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -152048.609375 Penalty: 2311.771240
	Iteration 3Q: 3 clusters Score -152048.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152068.765625 Penalty: 2311.771240
	Iteration 4Q: 3 clusters Score -152068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152087.953125 Penalty: 2311.771240
	Iteration 5Q: 3 clusters Score -152088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152102.062500 Penalty: 2311.771240
	Iteration 6Q: 3 clusters Score -152102.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152123.421875 Penalty: 2311.771240
	Iteration 7Q: 3 clusters Score -152123.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152139.156250 Penalty: 2311.771240
	Iteration 8Q: 3 clusters Score -152139.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -152150.453125 Penalty: 2311.771240
	Iteration 9Q: 3 clusters Score -152150.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152158.312500 Penalty: 2311.771240
	Iteration 10Q: 3 clusters Score -152158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152163.859375 Penalty: 2311.771240
	Iteration 11Q: 3 clusters Score -152163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152168.359375 Penalty: 2311.771240
	Iteration 12Q: 3 clusters Score -152168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152172.093750 Penalty: 2311.771240
	Iteration 13Q: 3 clusters Score -152172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152173.531250 Penalty: 2311.771240
	Iteration 14Q: 3 clusters Score -152173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152175.015625 Penalty: 2311.771240
	Iteration 15Q: 3 clusters Score -152175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152176.546875 Penalty: 2311.771240
	Iteration 16Q: 3 clusters Score -152176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152178.453125 Penalty: 2311.771240
	Iteration 17Q: 3 clusters Score -152178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152179.609375 Penalty: 2311.771240
	Iteration 18Q: 3 clusters Score -152179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152180.531250 Penalty: 2311.771240
	Iteration 19Q: 3 clusters Score -152180.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152180.531250 Penalty: 2311.771240
	Iteration 20F: 3 clusters Score -152180.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Entering Unmasked Estep 
Score: -5803064.000000 Penalty: 1742.000366
	Iteration 0F: 2 clusters Score -5803064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5772985.000000 Penalty: 3484.000732
	Iteration 0F: 3 clusters Score -5772985 nChanged 21164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -5784991.500000 Penalty: 3484.000732
	Iteration 1F: 3 clusters Score -5784992 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -5785717.000000 Penalty: 3484.000732
	Iteration 2Q: 3 clusters Score -5785717 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -5786660.000000 Penalty: 3484.000732
	Iteration 3Q: 3 clusters Score -5786660 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -5787797.000000 Penalty: 3484.000732
	Iteration 4F: 3 clusters Score -5787797 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -5788945.500000 Penalty: 3484.000732
	Iteration 5F: 3 clusters Score -5788946 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -5790152.000000 Penalty: 3484.000732
	Iteration 6F: 3 clusters Score -5790152 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -5791395.500000 Penalty: 3484.000732
	Iteration 7F: 3 clusters Score -5791396 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -5792703.500000 Penalty: 3484.000732
	Iteration 8Q: 3 clusters Score -5792704 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -5793978.500000 Penalty: 3484.000732
	Iteration 9Q: 3 clusters Score -5793978 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -5795227.500000 Penalty: 3484.000732
	Iteration 10Q: 3 clusters Score -5795228 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -5796239.000000 Penalty: 3484.000732
	Iteration 11Q: 3 clusters Score -5796239 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5796977.500000 Penalty: 3484.000732
	Iteration 12Q: 3 clusters Score -5796978 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -5797438.000000 Penalty: 3484.000732
	Iteration 13Q: 3 clusters Score -5797438 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -5797725.500000 Penalty: 3484.000732
	Iteration 14Q: 3 clusters Score -5797726 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5797939.500000 Penalty: 3484.000732
	Iteration 15Q: 3 clusters Score -5797940 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -5798128.500000 Penalty: 3484.000732
	Iteration 16Q: 3 clusters Score -5798128 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -5798329.500000 Penalty: 3484.000732
	Iteration 17Q: 3 clusters Score -5798330 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -5798515.000000 Penalty: 3484.000732
	Iteration 18Q: 3 clusters Score -5798515 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5798724.000000 Penalty: 3484.000732
	Iteration 19Q: 3 clusters Score -5798724 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -5798889.000000 Penalty: 3484.000732
	Iteration 20F: 3 clusters Score -5798889 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -5799084.000000 Penalty: 3484.000732
	Iteration 21Q: 3 clusters Score -5799084 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5799273.500000 Penalty: 3484.000732
	Iteration 22Q: 3 clusters Score -5799274 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5799465.500000 Penalty: 3484.000732
	Iteration 23Q: 3 clusters Score -5799466 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5799660.500000 Penalty: 3484.000732
	Iteration 24Q: 3 clusters Score -5799660 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -5799816.000000 Penalty: 3484.000732
	Iteration 25Q: 3 clusters Score -5799816 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -5799955.500000 Penalty: 3484.000732
	Iteration 26Q: 3 clusters Score -5799956 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -5800116.500000 Penalty: 3484.000732
	Iteration 27Q: 3 clusters Score -5800116 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -5800252.500000 Penalty: 3484.000732
	Iteration 28Q: 3 clusters Score -5800252 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5800385.500000 Penalty: 3484.000732
	Iteration 29Q: 3 clusters Score -5800386 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5800502.000000 Penalty: 3484.000732
	Iteration 30Q: 3 clusters Score -5800502 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -5800658.000000 Penalty: 3484.000732
	Iteration 31Q: 3 clusters Score -5800658 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5800759.000000 Penalty: 3484.000732
	Iteration 32Q: 3 clusters Score -5800759 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -5800859.500000 Penalty: 3484.000732
	Iteration 33Q: 3 clusters Score -5800860 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5800920.000000 Penalty: 3484.000732
	Iteration 34Q: 3 clusters Score -5800920 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5801010.000000 Penalty: 3484.000732
	Iteration 35Q: 3 clusters Score -5801010 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -5801092.500000 Penalty: 3484.000732
	Iteration 36Q: 3 clusters Score -5801092 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -5801169.000000 Penalty: 3484.000732
	Iteration 37Q: 3 clusters Score -5801169 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -5801232.000000 Penalty: 3484.000732
	Iteration 38Q: 3 clusters Score -5801232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5801279.000000 Penalty: 3484.000732
	Iteration 39Q: 3 clusters Score -5801279 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -5801332.500000 Penalty: 3484.000732
	Iteration 40F: 3 clusters Score -5801332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5801405.500000 Penalty: 3484.000732
	Iteration 41Q: 3 clusters Score -5801406 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -5801440.500000 Penalty: 3484.000732
	Iteration 42Q: 3 clusters Score -5801440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -5801483.000000 Penalty: 3484.000732
	Iteration 43Q: 3 clusters Score -5801483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -5801491.500000 Penalty: 3484.000732
	Iteration 44Q: 3 clusters Score -5801492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -5801518.500000 Penalty: 3484.000732
	Iteration 45Q: 3 clusters Score -5801518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5801533.000000 Penalty: 3484.000732
	Iteration 46Q: 3 clusters Score -5801533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -5801556.000000 Penalty: 3484.000732
	Iteration 47Q: 3 clusters Score -5801556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5801584.000000 Penalty: 3484.000732
	Iteration 48Q: 3 clusters Score -5801584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -5801615.500000 Penalty: 3484.000732
	Iteration 49Q: 3 clusters Score -5801616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -5801637.000000 Penalty: 3484.000732
	Iteration 50Q: 3 clusters Score -5801637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -5801644.500000 Penalty: 3484.000732
	Iteration 51Q: 3 clusters Score -5801644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -5801652.500000 Penalty: 3484.000732
	Iteration 52Q: 3 clusters Score -5801652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -5801657.500000 Penalty: 3484.000732
	Iteration 53Q: 3 clusters Score -5801658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5801666.000000 Penalty: 3484.000732
	Iteration 54Q: 3 clusters Score -5801666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -5801665.500000 Penalty: 3484.000732
	Iteration 55Q: 3 clusters Score -5801666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -5801666.500000 Penalty: 3484.000732
	Iteration 56Q: 3 clusters Score -5801666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -5801671.000000 Penalty: 3484.000732
	Iteration 57Q: 3 clusters Score -5801671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -5801674.000000 Penalty: 3484.000732
	Iteration 58Q: 3 clusters Score -5801674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -5801680.000000 Penalty: 3484.000732
	Iteration 59Q: 3 clusters Score -5801680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -5801686.500000 Penalty: 3484.000732
	Iteration 60F: 3 clusters Score -5801686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -5801688.500000 Penalty: 3484.000732
	Iteration 61Q: 3 clusters Score -5801688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -5801693.500000 Penalty: 3484.000732
	Iteration 62Q: 3 clusters Score -5801694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5801693.500000 Penalty: 3484.000732
	Iteration 63Q: 3 clusters Score -5801694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -5801696.500000 Penalty: 3484.000732
	Iteration 64Q: 3 clusters Score -5801696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -5801696.500000 Penalty: 3484.000732
	Iteration 65F: 3 clusters Score -5801696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Entering Unmasked Estep 
Score: -1001910.562500 Penalty: 1453.064819
	Iteration 0F: 2 clusters Score -1001911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -996200.437500 Penalty: 2906.129639
	Iteration 0F: 3 clusters Score -996200.4 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -997979.687500 Penalty: 2906.129639
	Iteration 1F: 3 clusters Score -997979.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -998168.312500 Penalty: 2906.129639
	Iteration 2F: 3 clusters Score -998168.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -998295.500000 Penalty: 2906.129639
	Iteration 3Q: 3 clusters Score -998295.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -998384.937500 Penalty: 2906.129639
	Iteration 4Q: 3 clusters Score -998384.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -998450.687500 Penalty: 2906.129639
	Iteration 5Q: 3 clusters Score -998450.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -998505.437500 Penalty: 2906.129639
	Iteration 6Q: 3 clusters Score -998505.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -998550.437500 Penalty: 2906.129639
	Iteration 7Q: 3 clusters Score -998550.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -998603.187500 Penalty: 2906.129639
	Iteration 8Q: 3 clusters Score -998603.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -998653.750000 Penalty: 2906.129639
	Iteration 9Q: 3 clusters Score -998653.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -998708.250000 Penalty: 2906.129639
	Iteration 10Q: 3 clusters Score -998708.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -998759.125000 Penalty: 2906.129639
	Iteration 11Q: 3 clusters Score -998759.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -998809.750000 Penalty: 2906.129639
	Iteration 12Q: 3 clusters Score -998809.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -998869.812500 Penalty: 2906.129639
	Iteration 13Q: 3 clusters Score -998869.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -998931.437500 Penalty: 2906.129639
	Iteration 14Q: 3 clusters Score -998931.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -999023.437500 Penalty: 2906.129639
	Iteration 15Q: 3 clusters Score -999023.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -999142.062500 Penalty: 2906.129639
	Iteration 16Q: 3 clusters Score -999142.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -999263.500000 Penalty: 2906.129639
	Iteration 17Q: 3 clusters Score -999263.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -999415.000000 Penalty: 2906.129639
	Iteration 18Q: 3 clusters Score -999415 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -999594.500000 Penalty: 2906.129639
	Iteration 19Q: 3 clusters Score -999594.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -999777.375000 Penalty: 2906.129639
	Iteration 20F: 3 clusters Score -999777.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -999978.937500 Penalty: 2906.129639
	Iteration 21Q: 3 clusters Score -999978.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1000150.500000 Penalty: 2906.129639
	Iteration 22Q: 3 clusters Score -1000150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1000287.687500 Penalty: 2906.129639
	Iteration 23Q: 3 clusters Score -1000288 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1000385.000000 Penalty: 2906.129639
	Iteration 24Q: 3 clusters Score -1000385 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1000463.875000 Penalty: 2906.129639
	Iteration 25Q: 3 clusters Score -1000464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1000511.687500 Penalty: 2906.129639
	Iteration 26Q: 3 clusters Score -1000512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1000562.625000 Penalty: 2906.129639
	Iteration 27Q: 3 clusters Score -1000563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1000597.250000 Penalty: 2906.129639
	Iteration 28Q: 3 clusters Score -1000597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1000614.750000 Penalty: 2906.129639
	Iteration 29Q: 3 clusters Score -1000615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1000627.750000 Penalty: 2906.129639
	Iteration 30Q: 3 clusters Score -1000628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1000638.437500 Penalty: 2906.129639
	Iteration 31Q: 3 clusters Score -1000638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1000651.750000 Penalty: 2906.129639
	Iteration 32Q: 3 clusters Score -1000652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1000662.687500 Penalty: 2906.129639
	Iteration 33Q: 3 clusters Score -1000663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1000668.562500 Penalty: 2906.129639
	Iteration 34Q: 3 clusters Score -1000669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1000670.437500 Penalty: 2906.129639
	Iteration 35Q: 3 clusters Score -1000670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1000671.562500 Penalty: 2906.129639
	Iteration 36Q: 3 clusters Score -1000672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1000673.375000 Penalty: 2906.129639
	Iteration 37Q: 3 clusters Score -1000673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1000674.062500 Penalty: 2906.129639
	Iteration 38Q: 3 clusters Score -1000674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1000675.500000 Penalty: 2906.129639
	Iteration 39Q: 3 clusters Score -1000676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1000677.875000 Penalty: 2906.129639
	Iteration 40F: 3 clusters Score -1000678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -269459.687500 Penalty: 1250.486694
	Iteration 0F: 2 clusters Score -269459.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -267204.625000 Penalty: 2500.973389
	Iteration 0F: 3 clusters Score -267204.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -267741.843750 Penalty: 2500.973389
	Iteration 1F: 3 clusters Score -267741.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -267915.125000 Penalty: 2500.973389
	Iteration 2F: 3 clusters Score -267915.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -268087.562500 Penalty: 2500.973389
	Iteration 3F: 3 clusters Score -268087.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -268251.062500 Penalty: 2500.973389
	Iteration 4F: 3 clusters Score -268251.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -268394.218750 Penalty: 2500.973389
	Iteration 5F: 3 clusters Score -268394.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -268522.937500 Penalty: 2500.973389
	Iteration 6F: 3 clusters Score -268522.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -268613.125000 Penalty: 2500.973389
	Iteration 7Q: 3 clusters Score -268613.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -268680.125000 Penalty: 2500.973389
	Iteration 8Q: 3 clusters Score -268680.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -268726.906250 Penalty: 2500.973389
	Iteration 9Q: 3 clusters Score -268726.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -268751.343750 Penalty: 2500.973389
	Iteration 10Q: 3 clusters Score -268751.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -268759.750000 Penalty: 2500.973389
	Iteration 11Q: 3 clusters Score -268759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -268762.406250 Penalty: 2500.973389
	Iteration 12Q: 3 clusters Score -268762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -268765.281250 Penalty: 2500.973389
	Iteration 13Q: 3 clusters Score -268765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -268768.312500 Penalty: 2500.973389
	Iteration 14Q: 3 clusters Score -268768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -268770.375000 Penalty: 2500.973389
	Iteration 15Q: 3 clusters Score -268770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -268771.937500 Penalty: 2500.973389
	Iteration 16Q: 3 clusters Score -268771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -268772.218750 Penalty: 2500.973389
	Iteration 17Q: 3 clusters Score -268772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -268772.218750 Penalty: 2500.973389
	Iteration 18F: 3 clusters Score -268772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Entering Unmasked Estep 
Score: -3358376.750000 Penalty: 1652.144653
	Iteration 0F: 2 clusters Score -3358377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3340787.000000 Penalty: 3304.289307
	Iteration 0F: 3 clusters Score -3340787 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3347517.250000 Penalty: 3304.289307
	Iteration 1F: 3 clusters Score -3347517 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -3348292.750000 Penalty: 3304.289307
	Iteration 2F: 3 clusters Score -3348293 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3349541.000000 Penalty: 3304.289307
	Iteration 3F: 3 clusters Score -3349541 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3351323.750000 Penalty: 3304.289307
	Iteration 4F: 3 clusters Score -3351324 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3353431.500000 Penalty: 3304.289307
	Iteration 5F: 3 clusters Score -3353432 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3355157.000000 Penalty: 3304.289307
	Iteration 6F: 3 clusters Score -3355157 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3356138.750000 Penalty: 3304.289307
	Iteration 7Q: 3 clusters Score -3356139 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3356593.500000 Penalty: 3304.289307
	Iteration 8Q: 3 clusters Score -3356594 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3356814.750000 Penalty: 3304.289307
	Iteration 9Q: 3 clusters Score -3356815 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3356944.000000 Penalty: 3304.289307
	Iteration 10Q: 3 clusters Score -3356944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3356989.000000 Penalty: 3304.289307
	Iteration 11Q: 3 clusters Score -3356989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3357018.500000 Penalty: 3304.289307
	Iteration 12Q: 3 clusters Score -3357018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3357051.750000 Penalty: 3304.289307
	Iteration 13Q: 3 clusters Score -3357052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3357066.250000 Penalty: 3304.289307
	Iteration 14Q: 3 clusters Score -3357066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3357073.250000 Penalty: 3304.289307
	Iteration 15Q: 3 clusters Score -3357073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3357080.750000 Penalty: 3304.289307
	Iteration 16Q: 3 clusters Score -3357081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3357092.500000 Penalty: 3304.289307
	Iteration 17Q: 3 clusters Score -3357092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3357094.250000 Penalty: 3304.289307
	Iteration 18Q: 3 clusters Score -3357094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3357093.500000 Penalty: 3304.289307
	Iteration 19Q: 3 clusters Score -3357094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3357095.250000 Penalty: 3304.289307
	Iteration 20F: 3 clusters Score -3357095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3357098.500000 Penalty: 3304.289307
	Iteration 21Q: 3 clusters Score -3357098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3357104.000000 Penalty: 3304.289307
	Iteration 22Q: 3 clusters Score -3357104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3357105.000000 Penalty: 3304.289307
	Iteration 23Q: 3 clusters Score -3357105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3357110.500000 Penalty: 3304.289307
	Iteration 24Q: 3 clusters Score -3357110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3357110.250000 Penalty: 3304.289307
	Iteration 25Q: 3 clusters Score -3357110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3357108.000000 Penalty: 3304.289307
	Iteration 26Q: 3 clusters Score -3357108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3357107.250000 Penalty: 3304.289307
	Iteration 27Q: 3 clusters Score -3357107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3357105.500000 Penalty: 3304.289307
	Iteration 28Q: 3 clusters Score -3357106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3357104.500000 Penalty: 3304.289307
	Iteration 29Q: 3 clusters Score -3357104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3357110.000000 Penalty: 3304.289307
	Iteration 30Q: 3 clusters Score -3357110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3357110.000000 Penalty: 3304.289307
	Iteration 31F: 3 clusters Score -3357110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -234957.171875 Penalty: 1220.533936
	Iteration 0F: 2 clusters Score -234957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -232947.218750 Penalty: 2441.067871
	Iteration 0F: 3 clusters Score -232947.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -233363.187500 Penalty: 2441.067871
	Iteration 1F: 3 clusters Score -233363.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -233482.656250 Penalty: 2441.067871
	Iteration 2F: 3 clusters Score -233482.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -233544.531250 Penalty: 2441.067871
	Iteration 3F: 3 clusters Score -233544.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -233573.406250 Penalty: 2441.067871
	Iteration 4Q: 3 clusters Score -233573.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -233589.671875 Penalty: 2441.067871
	Iteration 5Q: 3 clusters Score -233589.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -233600.562500 Penalty: 2441.067871
	Iteration 6Q: 3 clusters Score -233600.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -233611.406250 Penalty: 2441.067871
	Iteration 7Q: 3 clusters Score -233611.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -233619.671875 Penalty: 2441.067871
	Iteration 8Q: 3 clusters Score -233619.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -233624.406250 Penalty: 2441.067871
	Iteration 9Q: 3 clusters Score -233624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -233628.234375 Penalty: 2441.067871
	Iteration 10Q: 3 clusters Score -233628.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -233634.984375 Penalty: 2441.067871
	Iteration 11Q: 3 clusters Score -233635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -233637.734375 Penalty: 2441.067871
	Iteration 12Q: 3 clusters Score -233637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -233642.015625 Penalty: 2441.067871
	Iteration 13Q: 3 clusters Score -233642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -233649.046875 Penalty: 2441.067871
	Iteration 14Q: 3 clusters Score -233649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -233655.265625 Penalty: 2441.067871
	Iteration 15Q: 3 clusters Score -233655.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -233658.265625 Penalty: 2441.067871
	Iteration 16Q: 3 clusters Score -233658.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -233661.671875 Penalty: 2441.067871
	Iteration 17Q: 3 clusters Score -233661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -233666.968750 Penalty: 2441.067871
	Iteration 18Q: 3 clusters Score -233667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -233673.640625 Penalty: 2441.067871
	Iteration 19Q: 3 clusters Score -233673.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -233682.234375 Penalty: 2441.067871
	Iteration 20F: 3 clusters Score -233682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -233686.546875 Penalty: 2441.067871
	Iteration 21Q: 3 clusters Score -233686.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -233689.906250 Penalty: 2441.067871
	Iteration 22Q: 3 clusters Score -233689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -233693.812500 Penalty: 2441.067871
	Iteration 23Q: 3 clusters Score -233693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -233694.828125 Penalty: 2441.067871
	Iteration 24Q: 3 clusters Score -233694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -233697.734375 Penalty: 2441.067871
	Iteration 25Q: 3 clusters Score -233697.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -233702.718750 Penalty: 2441.067871
	Iteration 26Q: 3 clusters Score -233702.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -233705.578125 Penalty: 2441.067871
	Iteration 27Q: 3 clusters Score -233705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -233707.578125 Penalty: 2441.067871
	Iteration 28Q: 3 clusters Score -233707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -233711.359375 Penalty: 2441.067871
	Iteration 29Q: 3 clusters Score -233711.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -233715.171875 Penalty: 2441.067871
	Iteration 30Q: 3 clusters Score -233715.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -233720.781250 Penalty: 2441.067871
	Iteration 31Q: 3 clusters Score -233720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -233729.593750 Penalty: 2441.067871
	Iteration 32Q: 3 clusters Score -233729.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -233734.625000 Penalty: 2441.067871
	Iteration 33Q: 3 clusters Score -233734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -233741.125000 Penalty: 2441.067871
	Iteration 34Q: 3 clusters Score -233741.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -233751.671875 Penalty: 2441.067871
	Iteration 35Q: 3 clusters Score -233751.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -233755.234375 Penalty: 2441.067871
	Iteration 36Q: 3 clusters Score -233755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -233756.078125 Penalty: 2441.067871
	Iteration 37Q: 3 clusters Score -233756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -233756.078125 Penalty: 2441.067871
	Iteration 38F: 3 clusters Score -233756.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -549786.375000 Penalty: 1358.777710
	Iteration 0F: 2 clusters Score -549786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -546257.250000 Penalty: 2717.555420
	Iteration 0F: 3 clusters Score -546257.2 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -547167.125000 Penalty: 2717.555420
	Iteration 1F: 3 clusters Score -547167.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -547326.812500 Penalty: 2717.555420
	Iteration 2F: 3 clusters Score -547326.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -547413.500000 Penalty: 2717.555420
	Iteration 3Q: 3 clusters Score -547413.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -547482.625000 Penalty: 2717.555420
	Iteration 4Q: 3 clusters Score -547482.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -547532.062500 Penalty: 2717.555420
	Iteration 5Q: 3 clusters Score -547532.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -547563.500000 Penalty: 2717.555420
	Iteration 6Q: 3 clusters Score -547563.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -547584.500000 Penalty: 2717.555420
	Iteration 7Q: 3 clusters Score -547584.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -547603.562500 Penalty: 2717.555420
	Iteration 8Q: 3 clusters Score -547603.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -547618.750000 Penalty: 2717.555420
	Iteration 9Q: 3 clusters Score -547618.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -547631.437500 Penalty: 2717.555420
	Iteration 10Q: 3 clusters Score -547631.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -547642.000000 Penalty: 2717.555420
	Iteration 11Q: 3 clusters Score -547642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -547652.687500 Penalty: 2717.555420
	Iteration 12Q: 3 clusters Score -547652.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -547660.437500 Penalty: 2717.555420
	Iteration 13Q: 3 clusters Score -547660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -547664.812500 Penalty: 2717.555420
	Iteration 14Q: 3 clusters Score -547664.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -547667.875000 Penalty: 2717.555420
	Iteration 15Q: 3 clusters Score -547667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -547669.062500 Penalty: 2717.555420
	Iteration 16Q: 3 clusters Score -547669.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -547670.312500 Penalty: 2717.555420
	Iteration 17Q: 3 clusters Score -547670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -547673.000000 Penalty: 2717.555420
	Iteration 18Q: 3 clusters Score -547673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -547673.375000 Penalty: 2717.555420
	Iteration 19Q: 3 clusters Score -547673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -547675.062500 Penalty: 2717.555420
	Iteration 20F: 3 clusters Score -547675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -547676.625000 Penalty: 2717.555420
	Iteration 21Q: 3 clusters Score -547676.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -547678.187500 Penalty: 2717.555420
	Iteration 22Q: 3 clusters Score -547678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -547679.062500 Penalty: 2717.555420
	Iteration 23Q: 3 clusters Score -547679.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -547681.125000 Penalty: 2717.555420
	Iteration 24Q: 3 clusters Score -547681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -547681.750000 Penalty: 2717.555420
	Iteration 25Q: 3 clusters Score -547681.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -547684.187500 Penalty: 2717.555420
	Iteration 26Q: 3 clusters Score -547684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -547687.562500 Penalty: 2717.555420
	Iteration 27Q: 3 clusters Score -547687.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -547689.187500 Penalty: 2717.555420
	Iteration 28Q: 3 clusters Score -547689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -547691.562500 Penalty: 2717.555420
	Iteration 29Q: 3 clusters Score -547691.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -547694.062500 Penalty: 2717.555420
	Iteration 30Q: 3 clusters Score -547694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -547695.500000 Penalty: 2717.555420
	Iteration 31Q: 3 clusters Score -547695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -547695.125000 Penalty: 2717.555420
	Iteration 32Q: 3 clusters Score -547695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -547696.187500 Penalty: 2717.555420
	Iteration 33Q: 3 clusters Score -547696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -547697.437500 Penalty: 2717.555420
	Iteration 34Q: 3 clusters Score -547697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -547698.375000 Penalty: 2717.555420
	Iteration 35Q: 3 clusters Score -547698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -547699.750000 Penalty: 2717.555420
	Iteration 36Q: 3 clusters Score -547699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -547700.562500 Penalty: 2717.555420
	Iteration 37Q: 3 clusters Score -547700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -547701.000000 Penalty: 2717.555420
	Iteration 38Q: 3 clusters Score -547701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -547701.812500 Penalty: 2717.555420
	Iteration 39Q: 3 clusters Score -547701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -547702.937500 Penalty: 2717.555420
	Iteration 40F: 3 clusters Score -547702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -547703.687500 Penalty: 2717.555420
	Iteration 41Q: 3 clusters Score -547703.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -547703.625000 Penalty: 2717.555420
	Iteration 42Q: 3 clusters Score -547703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -547705.125000 Penalty: 2717.555420
	Iteration 43Q: 3 clusters Score -547705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -547704.500000 Penalty: 2717.555420
	Iteration 44Q: 3 clusters Score -547704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -547705.687500 Penalty: 2717.555420
	Iteration 45Q: 3 clusters Score -547705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -547706.375000 Penalty: 2717.555420
	Iteration 46Q: 3 clusters Score -547706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -547705.937500 Penalty: 2717.555420
	Iteration 47Q: 3 clusters Score -547705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -547705.500000 Penalty: 2717.555420
	Iteration 48Q: 3 clusters Score -547705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -547706.750000 Penalty: 2717.555420
	Iteration 49Q: 3 clusters Score -547706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -547706.562500 Penalty: 2717.555420
	Iteration 50Q: 3 clusters Score -547706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -547706.875000 Penalty: 2717.555420
	Iteration 51Q: 3 clusters Score -547706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -547706.875000 Penalty: 2717.555420
	Iteration 52F: 3 clusters Score -547706.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Entering Unmasked Estep 
Score: -2218081.250000 Penalty: 1589.317505
	Iteration 0F: 2 clusters Score -2218081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2205936.750000 Penalty: 3178.635010
	Iteration 0F: 3 clusters Score -2205937 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2210254.250000 Penalty: 3178.635010
	Iteration 1F: 3 clusters Score -2210254 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2210628.500000 Penalty: 3178.635010
	Iteration 2F: 3 clusters Score -2210628 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2211027.500000 Penalty: 3178.635010
	Iteration 3F: 3 clusters Score -2211028 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2211537.250000 Penalty: 3178.635010
	Iteration 4F: 3 clusters Score -2211537 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2212196.000000 Penalty: 3178.635010
	Iteration 5F: 3 clusters Score -2212196 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2213034.250000 Penalty: 3178.635010
	Iteration 6F: 3 clusters Score -2213034 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2213988.000000 Penalty: 3178.635010
	Iteration 7F: 3 clusters Score -2213988 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2214976.750000 Penalty: 3178.635010
	Iteration 8F: 3 clusters Score -2214977 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2215742.250000 Penalty: 3178.635010
	Iteration 9Q: 3 clusters Score -2215742 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2216217.750000 Penalty: 3178.635010
	Iteration 10Q: 3 clusters Score -2216218 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2216489.500000 Penalty: 3178.635010
	Iteration 11Q: 3 clusters Score -2216490 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2216632.500000 Penalty: 3178.635010
	Iteration 12Q: 3 clusters Score -2216632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2216719.250000 Penalty: 3178.635010
	Iteration 13Q: 3 clusters Score -2216719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2216763.250000 Penalty: 3178.635010
	Iteration 14Q: 3 clusters Score -2216763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2216783.750000 Penalty: 3178.635010
	Iteration 15Q: 3 clusters Score -2216784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2216795.750000 Penalty: 3178.635010
	Iteration 16Q: 3 clusters Score -2216796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2216799.250000 Penalty: 3178.635010
	Iteration 17Q: 3 clusters Score -2216799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2216804.250000 Penalty: 3178.635010
	Iteration 18Q: 3 clusters Score -2216804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2216806.500000 Penalty: 3178.635010
	Iteration 19Q: 3 clusters Score -2216806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2216811.750000 Penalty: 3178.635010
	Iteration 20F: 3 clusters Score -2216812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2216816.750000 Penalty: 3178.635010
	Iteration 21Q: 3 clusters Score -2216817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2216816.250000 Penalty: 3178.635010
	Iteration 22Q: 3 clusters Score -2216816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2216817.500000 Penalty: 3178.635010
	Iteration 23Q: 3 clusters Score -2216818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2216818.250000 Penalty: 3178.635010
	Iteration 24Q: 3 clusters Score -2216818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2216820.250000 Penalty: 3178.635010
	Iteration 25Q: 3 clusters Score -2216820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2216818.750000 Penalty: 3178.635010
	Iteration 26Q: 3 clusters Score -2216819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2216820.250000 Penalty: 3178.635010
	Iteration 27Q: 3 clusters Score -2216820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2216825.000000 Penalty: 3178.635010
	Iteration 28Q: 3 clusters Score -2216825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2216827.250000 Penalty: 3178.635010
	Iteration 29Q: 3 clusters Score -2216827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2216829.250000 Penalty: 3178.635010
	Iteration 30Q: 3 clusters Score -2216829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2216829.500000 Penalty: 3178.635010
	Iteration 31Q: 3 clusters Score -2216830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2216829.500000 Penalty: 3178.635010
	Iteration 32F: 3 clusters Score -2216830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110032 members 
Entering Unmasked Estep 
Score: -14050209.000000 Penalty: 1886.385498
	Iteration 0F: 2 clusters Score -1.405021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -13981836.000000 Penalty: 3772.770996
	Iteration 0F: 3 clusters Score -1.398184e+07 nChanged 52764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -14013687.000000 Penalty: 3772.770996
	Iteration 1F: 3 clusters Score -1.401369e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -14016432.000000 Penalty: 3772.770996
	Iteration 2F: 3 clusters Score -1.401643e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -14020491.000000 Penalty: 3772.770996
	Iteration 3F: 3 clusters Score -1.402049e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -14025504.000000 Penalty: 3772.770996
	Iteration 4F: 3 clusters Score -1.40255e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -14030528.000000 Penalty: 3772.770996
	Iteration 5F: 3 clusters Score -1.403053e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -14035343.000000 Penalty: 3772.770996
	Iteration 6F: 3 clusters Score -1.403534e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -14039176.000000 Penalty: 3772.770996
	Iteration 7F: 3 clusters Score -1.403918e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -14041318.000000 Penalty: 3772.770996
	Iteration 8Q: 3 clusters Score -1.404132e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -14042396.000000 Penalty: 3772.770996
	Iteration 9Q: 3 clusters Score -1.40424e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -14042981.000000 Penalty: 3772.770996
	Iteration 10Q: 3 clusters Score -1.404298e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -14043373.000000 Penalty: 3772.770996
	Iteration 11Q: 3 clusters Score -1.404337e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -14043675.000000 Penalty: 3772.770996
	Iteration 12Q: 3 clusters Score -1.404368e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -14043988.000000 Penalty: 3772.770996
	Iteration 13Q: 3 clusters Score -1.404399e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -14044285.000000 Penalty: 3772.770996
	Iteration 14Q: 3 clusters Score -1.404428e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -14044574.000000 Penalty: 3772.770996
	Iteration 15Q: 3 clusters Score -1.404457e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -14044905.000000 Penalty: 3772.770996
	Iteration 16Q: 3 clusters Score -1.40449e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -14045180.000000 Penalty: 3772.770996
	Iteration 17Q: 3 clusters Score -1.404518e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -14045519.000000 Penalty: 3772.770996
	Iteration 18Q: 3 clusters Score -1.404552e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -14045776.000000 Penalty: 3772.770996
	Iteration 19Q: 3 clusters Score -1.404578e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 88506 members 
Entering Unmasked Estep 
Score: -14046092.000000 Penalty: 3772.770996
	Iteration 20F: 3 clusters Score -1.404609e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -14046377.000000 Penalty: 3772.770996
	Iteration 21Q: 3 clusters Score -1.404638e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -14046731.000000 Penalty: 3772.770996
	Iteration 22Q: 3 clusters Score -1.404673e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -14047104.000000 Penalty: 3772.770996
	Iteration 23Q: 3 clusters Score -1.40471e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -14047407.000000 Penalty: 3772.770996
	Iteration 24Q: 3 clusters Score -1.404741e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -14047753.000000 Penalty: 3772.770996
	Iteration 25Q: 3 clusters Score -1.404775e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -14048057.000000 Penalty: 3772.770996
	Iteration 26Q: 3 clusters Score -1.404806e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -14048355.000000 Penalty: 3772.770996
	Iteration 27Q: 3 clusters Score -1.404836e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -14048729.000000 Penalty: 3772.770996
	Iteration 28Q: 3 clusters Score -1.404873e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -14049116.000000 Penalty: 3772.770996
	Iteration 29Q: 3 clusters Score -1.404912e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -14049423.000000 Penalty: 3772.770996
	Iteration 30Q: 3 clusters Score -1.404942e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -14049663.000000 Penalty: 3772.770996
	Iteration 31Q: 3 clusters Score -1.404966e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -14049900.000000 Penalty: 3772.770996
	Iteration 32Q: 3 clusters Score -1.40499e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -14050051.000000 Penalty: 3772.770996
	Iteration 33Q: 3 clusters Score -1.405005e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -14050085.000000 Penalty: 3772.770996
	Iteration 34Q: 3 clusters Score -1.405008e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 102051 members 
Entering Unmasked Estep 
Score: -14050109.000000 Penalty: 3772.770996
	Iteration 35Q: 3 clusters Score -1.405011e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 102649 members 
Entering Unmasked Estep 
Score: -14050235.000000 Penalty: 3772.770996
	Iteration 36Q: 3 clusters Score -1.405024e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -14050252.000000 Penalty: 3772.770996
	Iteration 37Q: 3 clusters Score -1.405025e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -14050233.000000 Penalty: 3772.770996
	Iteration 38Q: 3 clusters Score -1.405023e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -14050227.000000 Penalty: 3772.770996
	Iteration 39Q: 3 clusters Score -1.405023e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -14050232.000000 Penalty: 3772.770996
	Iteration 40F: 3 clusters Score -1.405023e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
Score: -14050253.000000 Penalty: 3772.770996
	Iteration 41Q: 3 clusters Score -1.405025e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -14050285.000000 Penalty: 3772.770996
	Iteration 42Q: 3 clusters Score -1.405028e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -14050251.000000 Penalty: 3772.770996
	Iteration 43Q: 3 clusters Score -1.405025e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -14050223.000000 Penalty: 3772.770996
	Iteration 44Q: 3 clusters Score -1.405022e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -14050204.000000 Penalty: 3772.770996
	Iteration 45Q: 3 clusters Score -1.40502e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -14050169.000000 Penalty: 3772.770996
	Iteration 46Q: 3 clusters Score -1.405017e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -14050169.000000 Penalty: 3772.770996
	Iteration 47Q: 3 clusters Score -1.405017e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -14050113.000000 Penalty: 3772.770996
	Iteration 48Q: 3 clusters Score -1.405011e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -14050102.000000 Penalty: 3772.770996
	Iteration 49Q: 3 clusters Score -1.40501e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -14050029.000000 Penalty: 3772.770996
	Iteration 50Q: 3 clusters Score -1.405003e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -14049950.000000 Penalty: 3772.770996
	Iteration 51Q: 3 clusters Score -1.404995e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 107725 members 
Entering Unmasked Estep 
Score: -14049881.000000 Penalty: 3772.770996
	Iteration 52Q: 3 clusters Score -1.404988e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -14049881.000000 Penalty: 3772.770996
	Iteration 53Q: 3 clusters Score -1.404988e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -14049849.000000 Penalty: 3772.770996
	Iteration 54Q: 3 clusters Score -1.404985e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 108105 members 
Entering Unmasked Estep 
Score: -14049799.000000 Penalty: 3772.770996
	Iteration 55Q: 3 clusters Score -1.40498e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 108215 members 
Entering Unmasked Estep 
Score: -14049769.000000 Penalty: 3772.770996
	Iteration 56Q: 3 clusters Score -1.404977e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -14049776.000000 Penalty: 3772.770996
	Iteration 57Q: 3 clusters Score -1.404978e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -14049757.000000 Penalty: 3772.770996
	Iteration 58Q: 3 clusters Score -1.404976e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -14049710.000000 Penalty: 3772.770996
	Iteration 59Q: 3 clusters Score -1.404971e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -14049712.000000 Penalty: 3772.770996
	Iteration 60F: 3 clusters Score -1.404971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -14049685.000000 Penalty: 3772.770996
	Iteration 61Q: 3 clusters Score -1.404968e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 108490 members 
Entering Unmasked Estep 
Score: -14049678.000000 Penalty: 3772.770996
	Iteration 62Q: 3 clusters Score -1.404968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 108513 members 
Entering Unmasked Estep 
Score: -14049674.000000 Penalty: 3772.770996
	Iteration 63Q: 3 clusters Score -1.404967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 108526 members 
Entering Unmasked Estep 
Score: -14049676.000000 Penalty: 3772.770996
	Iteration 64Q: 3 clusters Score -1.404968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -14049672.000000 Penalty: 3772.770996
	Iteration 65Q: 3 clusters Score -1.404967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 108567 members 
Entering Unmasked Estep 
Score: -14049666.000000 Penalty: 3772.770996
	Iteration 66Q: 3 clusters Score -1.404967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -14049664.000000 Penalty: 3772.770996
	Iteration 67Q: 3 clusters Score -1.404966e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 108608 members 
Entering Unmasked Estep 
Score: -14049649.000000 Penalty: 3772.770996
	Iteration 68Q: 3 clusters Score -1.404965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -14049633.000000 Penalty: 3772.770996
	Iteration 69Q: 3 clusters Score -1.404963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -14049627.000000 Penalty: 3772.770996
	Iteration 70Q: 3 clusters Score -1.404963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -14049623.000000 Penalty: 3772.770996
	Iteration 71Q: 3 clusters Score -1.404962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -14049624.000000 Penalty: 3772.770996
	Iteration 72Q: 3 clusters Score -1.404962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -14049618.000000 Penalty: 3772.770996
	Iteration 73Q: 3 clusters Score -1.404962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -14049621.000000 Penalty: 3772.770996
	Iteration 74Q: 3 clusters Score -1.404962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -14049614.000000 Penalty: 3772.770996
	Iteration 75Q: 3 clusters Score -1.404961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 108705 members 
Entering Unmasked Estep 
Score: -14049612.000000 Penalty: 3772.770996
	Iteration 76Q: 3 clusters Score -1.404961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -14049605.000000 Penalty: 3772.770996
	Iteration 77Q: 3 clusters Score -1.40496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 108723 members 
Entering Unmasked Estep 
Score: -14049596.000000 Penalty: 3772.770996
	Iteration 78Q: 3 clusters Score -1.40496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 108729 members 
Entering Unmasked Estep 
Score: -14049605.000000 Penalty: 3772.770996
	Iteration 79Q: 3 clusters Score -1.40496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 108735 members 
Entering Unmasked Estep 
Score: -14049594.000000 Penalty: 3772.770996
	Iteration 80F: 3 clusters Score -1.404959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 108742 members 
Entering Unmasked Estep 
Score: -14049586.000000 Penalty: 3772.770996
	Iteration 81Q: 3 clusters Score -1.404959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -14049593.000000 Penalty: 3772.770996
	Iteration 82Q: 3 clusters Score -1.404959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -14049584.000000 Penalty: 3772.770996
	Iteration 83Q: 3 clusters Score -1.404958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 108750 members 
Entering Unmasked Estep 
Score: -14049586.000000 Penalty: 3772.770996
	Iteration 84Q: 3 clusters Score -1.404959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -14049583.000000 Penalty: 3772.770996
	Iteration 85Q: 3 clusters Score -1.404958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -14049585.000000 Penalty: 3772.770996
	Iteration 86Q: 3 clusters Score -1.404958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -14049585.000000 Penalty: 3772.770996
	Iteration 87Q: 3 clusters Score -1.404958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 108757 members 
Entering Unmasked Estep 
Score: -14049595.000000 Penalty: 3772.770996
	Iteration 88Q: 3 clusters Score -1.40496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -14049603.000000 Penalty: 3772.770996
	Iteration 89Q: 3 clusters Score -1.40496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 108760 members 
Entering Unmasked Estep 
Score: -14049593.000000 Penalty: 3772.770996
	Iteration 90Q: 3 clusters Score -1.404959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 108763 members 
Entering Unmasked Estep 
Score: -14049586.000000 Penalty: 3772.770996
	Iteration 91Q: 3 clusters Score -1.404959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -14049592.000000 Penalty: 3772.770996
	Iteration 92Q: 3 clusters Score -1.404959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -14049592.000000 Penalty: 3772.770996
	Iteration 93F: 3 clusters Score -1.404959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -426360.937500 Penalty: 1323.037964
	Iteration 0F: 2 clusters Score -426360.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -423408.312500 Penalty: 2646.075928
	Iteration 0F: 3 clusters Score -423408.3 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -424123.312500 Penalty: 2646.075928
	Iteration 1F: 3 clusters Score -424123.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -424254.562500 Penalty: 2646.075928
	Iteration 2F: 3 clusters Score -424254.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -424325.750000 Penalty: 2646.075928
	Iteration 3Q: 3 clusters Score -424325.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -424357.718750 Penalty: 2646.075928
	Iteration 4Q: 3 clusters Score -424357.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -424387.406250 Penalty: 2646.075928
	Iteration 5Q: 3 clusters Score -424387.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -424404.531250 Penalty: 2646.075928
	Iteration 6Q: 3 clusters Score -424404.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -424423.406250 Penalty: 2646.075928
	Iteration 7Q: 3 clusters Score -424423.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -424439.125000 Penalty: 2646.075928
	Iteration 8Q: 3 clusters Score -424439.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -424451.125000 Penalty: 2646.075928
	Iteration 9Q: 3 clusters Score -424451.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -424459.687500 Penalty: 2646.075928
	Iteration 10Q: 3 clusters Score -424459.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -424467.250000 Penalty: 2646.075928
	Iteration 11Q: 3 clusters Score -424467.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -424478.718750 Penalty: 2646.075928
	Iteration 12Q: 3 clusters Score -424478.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -424491.187500 Penalty: 2646.075928
	Iteration 13Q: 3 clusters Score -424491.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -424508.531250 Penalty: 2646.075928
	Iteration 14Q: 3 clusters Score -424508.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -424526.750000 Penalty: 2646.075928
	Iteration 15Q: 3 clusters Score -424526.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -424545.000000 Penalty: 2646.075928
	Iteration 16Q: 3 clusters Score -424545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -424560.531250 Penalty: 2646.075928
	Iteration 17Q: 3 clusters Score -424560.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -424583.875000 Penalty: 2646.075928
	Iteration 18Q: 3 clusters Score -424583.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -424607.187500 Penalty: 2646.075928
	Iteration 19Q: 3 clusters Score -424607.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -424624.906250 Penalty: 2646.075928
	Iteration 20F: 3 clusters Score -424624.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -424644.562500 Penalty: 2646.075928
	Iteration 21Q: 3 clusters Score -424644.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -424665.875000 Penalty: 2646.075928
	Iteration 22Q: 3 clusters Score -424665.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -424694.531250 Penalty: 2646.075928
	Iteration 23Q: 3 clusters Score -424694.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -424723.125000 Penalty: 2646.075928
	Iteration 24Q: 3 clusters Score -424723.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -424748.218750 Penalty: 2646.075928
	Iteration 25Q: 3 clusters Score -424748.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -424763.375000 Penalty: 2646.075928
	Iteration 26Q: 3 clusters Score -424763.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -424779.312500 Penalty: 2646.075928
	Iteration 27Q: 3 clusters Score -424779.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -424792.937500 Penalty: 2646.075928
	Iteration 28Q: 3 clusters Score -424792.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -424802.906250 Penalty: 2646.075928
	Iteration 29Q: 3 clusters Score -424802.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -424819.156250 Penalty: 2646.075928
	Iteration 30Q: 3 clusters Score -424819.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -424835.593750 Penalty: 2646.075928
	Iteration 31Q: 3 clusters Score -424835.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -424852.718750 Penalty: 2646.075928
	Iteration 32Q: 3 clusters Score -424852.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -424876.031250 Penalty: 2646.075928
	Iteration 33Q: 3 clusters Score -424876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -424908.281250 Penalty: 2646.075928
	Iteration 34Q: 3 clusters Score -424908.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -424938.906250 Penalty: 2646.075928
	Iteration 35Q: 3 clusters Score -424938.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -424978.593750 Penalty: 2646.075928
	Iteration 36Q: 3 clusters Score -424978.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -425014.906250 Penalty: 2646.075928
	Iteration 37Q: 3 clusters Score -425014.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -425031.375000 Penalty: 2646.075928
	Iteration 38Q: 3 clusters Score -425031.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -425055.906250 Penalty: 2646.075928
	Iteration 39Q: 3 clusters Score -425055.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -425080.187500 Penalty: 2646.075928
	Iteration 40F: 3 clusters Score -425080.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -425093.218750 Penalty: 2646.075928
	Iteration 41Q: 3 clusters Score -425093.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -425107.656250 Penalty: 2646.075928
	Iteration 42Q: 3 clusters Score -425107.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -425116.500000 Penalty: 2646.075928
	Iteration 43Q: 3 clusters Score -425116.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -425124.156250 Penalty: 2646.075928
	Iteration 44Q: 3 clusters Score -425124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -425129.343750 Penalty: 2646.075928
	Iteration 45Q: 3 clusters Score -425129.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -425135.156250 Penalty: 2646.075928
	Iteration 46Q: 3 clusters Score -425135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -425139.500000 Penalty: 2646.075928
	Iteration 47Q: 3 clusters Score -425139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -425146.437500 Penalty: 2646.075928
	Iteration 48Q: 3 clusters Score -425146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -425151.312500 Penalty: 2646.075928
	Iteration 49Q: 3 clusters Score -425151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -425155.875000 Penalty: 2646.075928
	Iteration 50Q: 3 clusters Score -425155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -425160.468750 Penalty: 2646.075928
	Iteration 51Q: 3 clusters Score -425160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -425164.406250 Penalty: 2646.075928
	Iteration 52Q: 3 clusters Score -425164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -425166.562500 Penalty: 2646.075928
	Iteration 53Q: 3 clusters Score -425166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -425168.843750 Penalty: 2646.075928
	Iteration 54Q: 3 clusters Score -425168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -425172.250000 Penalty: 2646.075928
	Iteration 55Q: 3 clusters Score -425172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -425174.906250 Penalty: 2646.075928
	Iteration 56Q: 3 clusters Score -425174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -425179.000000 Penalty: 2646.075928
	Iteration 57Q: 3 clusters Score -425179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -425183.343750 Penalty: 2646.075928
	Iteration 58Q: 3 clusters Score -425183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -425184.093750 Penalty: 2646.075928
	Iteration 59Q: 3 clusters Score -425184.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -425184.093750 Penalty: 2646.075928
	Iteration 60F: 3 clusters Score -425184.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Entering Unmasked Estep 
Score: -4049699.000000 Penalty: 1684.816528
	Iteration 0F: 2 clusters Score -4049699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4028296.500000 Penalty: 3369.633057
	Iteration 0F: 3 clusters Score -4028296 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4036553.250000 Penalty: 3369.633057
	Iteration 1F: 3 clusters Score -4036553 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4037183.500000 Penalty: 3369.633057
	Iteration 2Q: 3 clusters Score -4037184 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4037865.750000 Penalty: 3369.633057
	Iteration 3Q: 3 clusters Score -4037866 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4038636.750000 Penalty: 3369.633057
	Iteration 4Q: 3 clusters Score -4038637 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -4039581.000000 Penalty: 3369.633057
	Iteration 5F: 3 clusters Score -4039581 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4040706.000000 Penalty: 3369.633057
	Iteration 6F: 3 clusters Score -4040706 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4042036.250000 Penalty: 3369.633057
	Iteration 7F: 3 clusters Score -4042036 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4043316.000000 Penalty: 3369.633057
	Iteration 8F: 3 clusters Score -4043316 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -4044274.000000 Penalty: 3369.633057
	Iteration 9F: 3 clusters Score -4044274 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4044765.250000 Penalty: 3369.633057
	Iteration 10Q: 3 clusters Score -4044765 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4045075.000000 Penalty: 3369.633057
	Iteration 11Q: 3 clusters Score -4045075 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4045351.250000 Penalty: 3369.633057
	Iteration 12Q: 3 clusters Score -4045351 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -4045625.250000 Penalty: 3369.633057
	Iteration 13Q: 3 clusters Score -4045625 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -4045864.250000 Penalty: 3369.633057
	Iteration 14Q: 3 clusters Score -4045864 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -4046105.750000 Penalty: 3369.633057
	Iteration 15Q: 3 clusters Score -4046106 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -4046275.000000 Penalty: 3369.633057
	Iteration 16Q: 3 clusters Score -4046275 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4046430.500000 Penalty: 3369.633057
	Iteration 17Q: 3 clusters Score -4046430 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4046541.500000 Penalty: 3369.633057
	Iteration 18Q: 3 clusters Score -4046542 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4046638.000000 Penalty: 3369.633057
	Iteration 19Q: 3 clusters Score -4046638 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4046725.750000 Penalty: 3369.633057
	Iteration 20F: 3 clusters Score -4046726 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -4046799.250000 Penalty: 3369.633057
	Iteration 21Q: 3 clusters Score -4046799 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -4046854.250000 Penalty: 3369.633057
	Iteration 22Q: 3 clusters Score -4046854 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4046887.750000 Penalty: 3369.633057
	Iteration 23Q: 3 clusters Score -4046888 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -4046930.750000 Penalty: 3369.633057
	Iteration 24Q: 3 clusters Score -4046931 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -4046973.750000 Penalty: 3369.633057
	Iteration 25Q: 3 clusters Score -4046974 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -4046998.250000 Penalty: 3369.633057
	Iteration 26Q: 3 clusters Score -4046998 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -4047043.000000 Penalty: 3369.633057
	Iteration 27Q: 3 clusters Score -4047043 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4047099.500000 Penalty: 3369.633057
	Iteration 28Q: 3 clusters Score -4047100 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -4047150.000000 Penalty: 3369.633057
	Iteration 29Q: 3 clusters Score -4047150 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -4047190.000000 Penalty: 3369.633057
	Iteration 30Q: 3 clusters Score -4047190 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4047219.250000 Penalty: 3369.633057
	Iteration 31Q: 3 clusters Score -4047219 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4047253.750000 Penalty: 3369.633057
	Iteration 32Q: 3 clusters Score -4047254 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -4047279.000000 Penalty: 3369.633057
	Iteration 33Q: 3 clusters Score -4047279 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4047313.750000 Penalty: 3369.633057
	Iteration 34Q: 3 clusters Score -4047314 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4047344.750000 Penalty: 3369.633057
	Iteration 35Q: 3 clusters Score -4047345 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4047390.000000 Penalty: 3369.633057
	Iteration 36Q: 3 clusters Score -4047390 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -4047417.750000 Penalty: 3369.633057
	Iteration 37Q: 3 clusters Score -4047418 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4047440.000000 Penalty: 3369.633057
	Iteration 38Q: 3 clusters Score -4047440 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4047455.500000 Penalty: 3369.633057
	Iteration 39Q: 3 clusters Score -4047456 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4047485.750000 Penalty: 3369.633057
	Iteration 40F: 3 clusters Score -4047486 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4047515.250000 Penalty: 3369.633057
	Iteration 41Q: 3 clusters Score -4047515 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -4047537.750000 Penalty: 3369.633057
	Iteration 42Q: 3 clusters Score -4047538 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4047585.250000 Penalty: 3369.633057
	Iteration 43Q: 3 clusters Score -4047585 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4047607.500000 Penalty: 3369.633057
	Iteration 44Q: 3 clusters Score -4047608 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4047630.250000 Penalty: 3369.633057
	Iteration 45Q: 3 clusters Score -4047630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4047675.500000 Penalty: 3369.633057
	Iteration 46Q: 3 clusters Score -4047676 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4047698.250000 Penalty: 3369.633057
	Iteration 47Q: 3 clusters Score -4047698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4047722.000000 Penalty: 3369.633057
	Iteration 48Q: 3 clusters Score -4047722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4047748.000000 Penalty: 3369.633057
	Iteration 49Q: 3 clusters Score -4047748 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4047778.000000 Penalty: 3369.633057
	Iteration 50Q: 3 clusters Score -4047778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4047824.000000 Penalty: 3369.633057
	Iteration 51Q: 3 clusters Score -4047824 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4047852.500000 Penalty: 3369.633057
	Iteration 52Q: 3 clusters Score -4047852 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4047881.500000 Penalty: 3369.633057
	Iteration 53Q: 3 clusters Score -4047882 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4047906.500000 Penalty: 3369.633057
	Iteration 54Q: 3 clusters Score -4047906 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4047933.000000 Penalty: 3369.633057
	Iteration 55Q: 3 clusters Score -4047933 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4047970.500000 Penalty: 3369.633057
	Iteration 56Q: 3 clusters Score -4047970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4048006.250000 Penalty: 3369.633057
	Iteration 57Q: 3 clusters Score -4048006 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4048019.000000 Penalty: 3369.633057
	Iteration 58Q: 3 clusters Score -4048019 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4048034.750000 Penalty: 3369.633057
	Iteration 59Q: 3 clusters Score -4048035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4048047.250000 Penalty: 3369.633057
	Iteration 60F: 3 clusters Score -4048047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4048067.500000 Penalty: 3369.633057
	Iteration 61Q: 3 clusters Score -4048068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4048091.250000 Penalty: 3369.633057
	Iteration 62Q: 3 clusters Score -4048091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4048090.500000 Penalty: 3369.633057
	Iteration 63Q: 3 clusters Score -4048090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4048103.750000 Penalty: 3369.633057
	Iteration 64Q: 3 clusters Score -4048104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4048124.750000 Penalty: 3369.633057
	Iteration 65Q: 3 clusters Score -4048125 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4048143.500000 Penalty: 3369.633057
	Iteration 66Q: 3 clusters Score -4048144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4048160.750000 Penalty: 3369.633057
	Iteration 67Q: 3 clusters Score -4048161 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4048180.250000 Penalty: 3369.633057
	Iteration 68Q: 3 clusters Score -4048180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4048203.500000 Penalty: 3369.633057
	Iteration 69Q: 3 clusters Score -4048204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4048223.500000 Penalty: 3369.633057
	Iteration 70Q: 3 clusters Score -4048224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4048247.500000 Penalty: 3369.633057
	Iteration 71Q: 3 clusters Score -4048248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4048273.000000 Penalty: 3369.633057
	Iteration 72Q: 3 clusters Score -4048273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4048283.000000 Penalty: 3369.633057
	Iteration 73Q: 3 clusters Score -4048283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4048297.250000 Penalty: 3369.633057
	Iteration 74Q: 3 clusters Score -4048297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4048308.500000 Penalty: 3369.633057
	Iteration 75Q: 3 clusters Score -4048308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4048326.000000 Penalty: 3369.633057
	Iteration 76Q: 3 clusters Score -4048326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4048341.750000 Penalty: 3369.633057
	Iteration 77Q: 3 clusters Score -4048342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4048362.000000 Penalty: 3369.633057
	Iteration 78Q: 3 clusters Score -4048362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4048367.250000 Penalty: 3369.633057
	Iteration 79Q: 3 clusters Score -4048367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4048374.500000 Penalty: 3369.633057
	Iteration 80F: 3 clusters Score -4048374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4048380.000000 Penalty: 3369.633057
	Iteration 81Q: 3 clusters Score -4048380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4048384.250000 Penalty: 3369.633057
	Iteration 82Q: 3 clusters Score -4048384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4048398.000000 Penalty: 3369.633057
	Iteration 83Q: 3 clusters Score -4048398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4048408.250000 Penalty: 3369.633057
	Iteration 84Q: 3 clusters Score -4048408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4048408.750000 Penalty: 3369.633057
	Iteration 85Q: 3 clusters Score -4048409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4048409.250000 Penalty: 3369.633057
	Iteration 86Q: 3 clusters Score -4048409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4048413.500000 Penalty: 3369.633057
	Iteration 87Q: 3 clusters Score -4048414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4048409.750000 Penalty: 3369.633057
	Iteration 88Q: 3 clusters Score -4048410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4048409.000000 Penalty: 3369.633057
	Iteration 89Q: 3 clusters Score -4048409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4048411.000000 Penalty: 3369.633057
	Iteration 90Q: 3 clusters Score -4048411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4048417.250000 Penalty: 3369.633057
	Iteration 91Q: 3 clusters Score -4048417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4048411.000000 Penalty: 3369.633057
	Iteration 92Q: 3 clusters Score -4048411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4048419.500000 Penalty: 3369.633057
	Iteration 93Q: 3 clusters Score -4048420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4048421.500000 Penalty: 3369.633057
	Iteration 94Q: 3 clusters Score -4048422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4048424.750000 Penalty: 3369.633057
	Iteration 95Q: 3 clusters Score -4048425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4048432.750000 Penalty: 3369.633057
	Iteration 96Q: 3 clusters Score -4048433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4048432.500000 Penalty: 3369.633057
	Iteration 97Q: 3 clusters Score -4048432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4048434.250000 Penalty: 3369.633057
	Iteration 98Q: 3 clusters Score -4048434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4048432.750000 Penalty: 3369.633057
	Iteration 99Q: 3 clusters Score -4048433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4048435.000000 Penalty: 3369.633057
	Iteration 100F: 3 clusters Score -4048435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4048437.250000 Penalty: 3369.633057
	Iteration 101Q: 3 clusters Score -4048437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4048440.250000 Penalty: 3369.633057
	Iteration 102Q: 3 clusters Score -4048440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4048441.500000 Penalty: 3369.633057
	Iteration 103Q: 3 clusters Score -4048442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4048441.000000 Penalty: 3369.633057
	Iteration 104Q: 3 clusters Score -4048441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4048440.500000 Penalty: 3369.633057
	Iteration 105Q: 3 clusters Score -4048440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4048444.000000 Penalty: 3369.633057
	Iteration 106Q: 3 clusters Score -4048444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4048442.750000 Penalty: 3369.633057
	Iteration 107Q: 3 clusters Score -4048443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4048440.750000 Penalty: 3369.633057
	Iteration 108Q: 3 clusters Score -4048441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4048440.750000 Penalty: 3369.633057
	Iteration 109F: 3 clusters Score -4048441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 100009 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119545 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26031 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 17 contains 110032 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801936.000000 Penalty: 38813.050781
Iteration 439Q: 19 clusters Score -7.280194e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99989 members 
Mstep: Class 5 contains 105926 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119506 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 10 contains 45314 members 
Mstep: Class 11 contains 7585 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26069 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 17691 members 
Mstep: Class 17 contains 110041 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801912.000000 Penalty: 38813.050781
Iteration 440F: 19 clusters Score -7.280191e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99971 members 
Mstep: Class 5 contains 105922 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119491 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 10 contains 45370 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26115 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 17699 members 
Mstep: Class 17 contains 110039 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801960.000000 Penalty: 38813.050781
Iteration 441Q: 19 clusters Score -7.280196e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99957 members 
Mstep: Class 5 contains 105922 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119475 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 10 contains 45430 members 
Mstep: Class 11 contains 7453 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26162 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 110028 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802056.000000 Penalty: 38813.050781
Iteration 442Q: 19 clusters Score -7.280206e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99950 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119455 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 10 contains 45496 members 
Mstep: Class 11 contains 7401 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26200 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 110012 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 31815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802056.000000 Penalty: 38813.050781
Iteration 443Q: 19 clusters Score -7.280206e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99955 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119420 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 10 contains 45559 members 
Mstep: Class 11 contains 7345 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 26224 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 4282 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 110015 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802136.000000 Penalty: 38813.050781
Iteration 444Q: 19 clusters Score -7.280214e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99953 members 
Mstep: Class 5 contains 105917 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119405 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 10 contains 45607 members 
Mstep: Class 11 contains 7299 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26244 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 4282 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 110021 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802184.000000 Penalty: 38813.050781
Iteration 445Q: 19 clusters Score -7.280218e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99943 members 
Mstep: Class 5 contains 105915 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119391 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 10 contains 45650 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26267 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 17 contains 110020 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802096.000000 Penalty: 38813.050781
Iteration 446Q: 19 clusters Score -7.28021e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99940 members 
Mstep: Class 5 contains 105914 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119377 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 10 contains 45686 members 
Mstep: Class 11 contains 7211 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26289 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 4282 members 
Mstep: Class 16 contains 17708 members 
Mstep: Class 17 contains 110032 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802120.000000 Penalty: 38813.050781
Iteration 447Q: 19 clusters Score -7.280212e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99939 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119363 members 
Mstep: Class 8 contains 1227 members 
Mstep: Class 10 contains 45720 members 
Mstep: Class 11 contains 7171 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26308 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 17 contains 110041 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802112.000000 Penalty: 38813.050781
Iteration 448Q: 19 clusters Score -7.280211e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99945 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119326 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 10 contains 45761 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26336 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 4278 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 17 contains 110047 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802208.000000 Penalty: 38813.050781
Iteration 449Q: 19 clusters Score -7.280221e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99941 members 
Mstep: Class 5 contains 105916 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119299 members 
Mstep: Class 8 contains 1227 members 
Mstep: Class 10 contains 45796 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26364 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 17708 members 
Mstep: Class 17 contains 110053 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802152.000000 Penalty: 38813.050781
Iteration 450Q: 19 clusters Score -7.280215e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99942 members 
Mstep: Class 5 contains 105916 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119261 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 10 contains 45826 members 
Mstep: Class 11 contains 7066 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26388 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 110075 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802200.000000 Penalty: 38813.050781
Iteration 451Q: 19 clusters Score -7.28022e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99939 members 
Mstep: Class 5 contains 105917 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119245 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 10 contains 45854 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26408 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 17703 members 
Mstep: Class 17 contains 110085 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802184.000000 Penalty: 38813.050781
Iteration 452Q: 19 clusters Score -7.280218e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99937 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119224 members 
Mstep: Class 8 contains 1223 members 
Mstep: Class 10 contains 45893 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26432 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4272 members 
Mstep: Class 16 contains 17703 members 
Mstep: Class 17 contains 110087 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802216.000000 Penalty: 38813.050781
Iteration 453Q: 19 clusters Score -7.280222e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99937 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119208 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 10 contains 45915 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26453 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 110100 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802112.000000 Penalty: 38813.050781
Iteration 454Q: 19 clusters Score -7.280211e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99937 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119197 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 10 contains 45944 members 
Mstep: Class 11 contains 6931 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26469 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 4272 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 17 contains 110107 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802160.000000 Penalty: 38813.050781
Iteration 455Q: 19 clusters Score -7.280216e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99940 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119175 members 
Mstep: Class 8 contains 1220 members 
Mstep: Class 10 contains 45974 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26490 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 17 contains 110112 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802144.000000 Penalty: 38813.050781
Iteration 456Q: 19 clusters Score -7.280214e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99940 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119173 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 10 contains 45993 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26508 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 17 contains 110120 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802072.000000 Penalty: 38813.050781
Iteration 457Q: 19 clusters Score -7.280207e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99948 members 
Mstep: Class 5 contains 105923 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119142 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 10 contains 46024 members 
Mstep: Class 11 contains 6836 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 26517 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17708 members 
Mstep: Class 17 contains 110131 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802112.000000 Penalty: 38813.050781
Iteration 458Q: 19 clusters Score -7.280211e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99945 members 
Mstep: Class 5 contains 105925 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119138 members 
Mstep: Class 8 contains 1217 members 
Mstep: Class 10 contains 46047 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 26525 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 110132 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802080.000000 Penalty: 38813.050781
Iteration 459Q: 19 clusters Score -7.280208e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99937 members 
Mstep: Class 5 contains 105925 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119130 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 10 contains 46062 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 26538 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 110141 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802096.000000 Penalty: 38813.050781
Iteration 460F: 19 clusters Score -7.28021e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99924 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119115 members 
Mstep: Class 8 contains 1217 members 
Mstep: Class 10 contains 46080 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26560 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 17 contains 110149 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 31751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802040.000000 Penalty: 38813.050781
Iteration 461Q: 19 clusters Score -7.280204e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99920 members 
Mstep: Class 5 contains 105926 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119105 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 10 contains 46094 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26582 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 17 contains 110155 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802024.000000 Penalty: 38813.050781
Iteration 462Q: 19 clusters Score -7.280202e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99915 members 
Mstep: Class 5 contains 105930 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119089 members 
Mstep: Class 8 contains 1219 members 
Mstep: Class 10 contains 46108 members 
Mstep: Class 11 contains 6723 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26604 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 110165 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 31748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802144.000000 Penalty: 38813.050781
Iteration 463Q: 19 clusters Score -7.280214e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99906 members 
Mstep: Class 5 contains 105932 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119071 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 10 contains 46128 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26631 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 110173 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802152.000000 Penalty: 38813.050781
Iteration 464Q: 19 clusters Score -7.280215e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99900 members 
Mstep: Class 5 contains 105933 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119052 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26659 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 110192 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 31751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802176.000000 Penalty: 38813.050781
Iteration 465Q: 19 clusters Score -7.280218e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99886 members 
Mstep: Class 5 contains 105933 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119038 members 
Mstep: Class 8 contains 1217 members 
Mstep: Class 10 contains 46148 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26697 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 17 contains 110209 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802152.000000 Penalty: 38813.050781
Iteration 466Q: 19 clusters Score -7.280215e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99873 members 
Mstep: Class 5 contains 105932 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119028 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 10 contains 46171 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26736 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 17 contains 110209 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802152.000000 Penalty: 38813.050781
Iteration 467Q: 19 clusters Score -7.280215e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99865 members 
Mstep: Class 5 contains 105932 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 119001 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 10 contains 46193 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26773 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 110218 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802200.000000 Penalty: 38813.050781
Iteration 468Q: 19 clusters Score -7.28022e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99874 members 
Mstep: Class 5 contains 105934 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 118973 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 10 contains 46209 members 
Mstep: Class 11 contains 6546 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26808 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 17708 members 
Mstep: Class 17 contains 110220 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802240.000000 Penalty: 38813.050781
Iteration 469Q: 19 clusters Score -7.280224e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99871 members 
Mstep: Class 5 contains 105935 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 118966 members 
Mstep: Class 8 contains 1210 members 
Mstep: Class 10 contains 46217 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26842 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 17 contains 110219 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802248.000000 Penalty: 38813.050781
Iteration 470Q: 19 clusters Score -7.280225e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99874 members 
Mstep: Class 5 contains 105934 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118966 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 10 contains 46235 members 
Mstep: Class 11 contains 6497 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26866 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 17 contains 110208 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802272.000000 Penalty: 38813.050781
Iteration 471Q: 19 clusters Score -7.280227e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99878 members 
Mstep: Class 5 contains 105934 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118971 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 10 contains 46247 members 
Mstep: Class 11 contains 6468 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26884 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 4262 members 
Mstep: Class 16 contains 17699 members 
Mstep: Class 17 contains 110201 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802248.000000 Penalty: 38813.050781
Iteration 472Q: 19 clusters Score -7.280225e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99882 members 
Mstep: Class 5 contains 105936 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118954 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 10 contains 46260 members 
Mstep: Class 11 contains 6448 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26907 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 17 contains 110199 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802248.000000 Penalty: 38813.050781
Iteration 473Q: 19 clusters Score -7.280225e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99883 members 
Mstep: Class 5 contains 105934 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118947 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 10 contains 46275 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26924 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 17 contains 110195 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802304.000000 Penalty: 38813.050781
Iteration 474Q: 19 clusters Score -7.28023e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99883 members 
Mstep: Class 5 contains 105933 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118931 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 10 contains 46293 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26940 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 17699 members 
Mstep: Class 17 contains 110190 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802296.000000 Penalty: 38813.050781
Iteration 475Q: 19 clusters Score -7.28023e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99890 members 
Mstep: Class 5 contains 105931 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118918 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 10 contains 46308 members 
Mstep: Class 11 contains 6396 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26960 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 17 contains 110183 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802344.000000 Penalty: 38813.050781
Iteration 476Q: 19 clusters Score -7.280234e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99882 members 
Mstep: Class 5 contains 105930 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118896 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 10 contains 46321 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26979 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 17 contains 110186 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802272.000000 Penalty: 38813.050781
Iteration 477Q: 19 clusters Score -7.280227e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99886 members 
Mstep: Class 5 contains 105930 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118884 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 10 contains 46337 members 
Mstep: Class 11 contains 6376 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 26992 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4259 members 
Mstep: Class 16 contains 17696 members 
Mstep: Class 17 contains 110183 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802312.000000 Penalty: 38813.050781
Iteration 478Q: 19 clusters Score -7.280231e+07 nChanged 93
Entering ConstructFrom: 
Score: -72802312.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -12590.599609 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -12590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11882.061523 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -11882.06 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12237.284180 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -12237.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12389.204102 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -12389.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12489.067383 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -12489.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12574.684570 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -12574.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12638.929688 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -12638.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12689.173828 Penalty: 1873.687134
	Iteration 6Q: 3 clusters Score -12689.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12740.095703 Penalty: 1873.687134
	Iteration 7Q: 3 clusters Score -12740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12748.072266 Penalty: 1873.687134
	Iteration 8Q: 3 clusters Score -12748.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12754.979492 Penalty: 1873.687134
	Iteration 9Q: 3 clusters Score -12754.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12754.979492 Penalty: 1873.687134
	Iteration 10F: 3 clusters Score -12754.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99881 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118879 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 46351 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 27007 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 110181 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31729 members 
Entering Unmasked Estep 
Score: -72801328.000000 Penalty: 40969.332031
Splitting cluster 1 changes total score from -72802312.000000 to -72801328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -37980.039062 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -37980.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37025.468750 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -37025.47 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37616.054688 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -37616.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38005.703125 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -38005.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38344.203125 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -38344.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38446.621094 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -38446.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38514.781250 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -38514.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38600.460938 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -38600.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38636.242188 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -38636.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38654.652344 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -38654.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38669.765625 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -38669.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -38676.843750 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -38676.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -38685.218750 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -38685.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38722.796875 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -38722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38737.214844 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -38737.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38741.039062 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -38741.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38741.039062 Penalty: 2024.906494
	Iteration 15F: 3 clusters Score -38741.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 209 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99881 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118879 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 299 members 
Mstep: Class 10 contains 46351 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 27007 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 110181 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31729 members 
Entering Unmasked Estep 
Score: -72802032.000000 Penalty: 40969.332031
Splitting cluster 2 changes total score from -72802312.000000 to -72802032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -75469.289062 Penalty: 1075.978394
	Iteration 0F: 2 clusters Score -75469.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74286.937500 Penalty: 2151.956787
	Iteration 0F: 3 clusters Score -74286.94 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74502.445312 Penalty: 2151.956787
	Iteration 1F: 3 clusters Score -74502.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74568.789062 Penalty: 2151.956787
	Iteration 2F: 3 clusters Score -74568.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74626.546875 Penalty: 2151.956787
	Iteration 3Q: 3 clusters Score -74626.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74712.773438 Penalty: 2151.956787
	Iteration 4Q: 3 clusters Score -74712.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74831.773438 Penalty: 2151.956787
	Iteration 5F: 3 clusters Score -74831.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75050.421875 Penalty: 2151.956787
	Iteration 6F: 3 clusters Score -75050.42 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75259.015625 Penalty: 2151.956787
	Iteration 7F: 3 clusters Score -75259.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75381.671875 Penalty: 2151.956787
	Iteration 8F: 3 clusters Score -75381.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75441.320312 Penalty: 2151.956787
	Iteration 9Q: 3 clusters Score -75441.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -75511.757812 Penalty: 2151.956787
	Iteration 10Q: 3 clusters Score -75511.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75580.937500 Penalty: 2151.956787
	Iteration 11Q: 3 clusters Score -75580.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75651.773438 Penalty: 2151.956787
	Iteration 12Q: 3 clusters Score -75651.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75700.523438 Penalty: 2151.956787
	Iteration 13Q: 3 clusters Score -75700.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75708.046875 Penalty: 2151.956787
	Iteration 14Q: 3 clusters Score -75708.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75714.859375 Penalty: 2151.956787
	Iteration 15Q: 3 clusters Score -75714.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75718.882812 Penalty: 2151.956787
	Iteration 16Q: 3 clusters Score -75718.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75719.773438 Penalty: 2151.956787
	Iteration 17Q: 3 clusters Score -75719.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75724.257812 Penalty: 2151.956787
	Iteration 18F: 3 clusters Score -75724.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75733.296875 Penalty: 2151.956787
	Iteration 19Q: 3 clusters Score -75733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75733.296875 Penalty: 2151.956787
	Iteration 20F: 3 clusters Score -75733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 99881 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118879 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 46351 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 27007 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 110181 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31729 members 
Entering Unmasked Estep 
Score: -72801584.000000 Penalty: 40969.332031
Splitting cluster 3 changes total score from -72802312.000000 to -72801584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (99881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99881 members 
Entering Unmasked Estep 
Score: -12718096.000000 Penalty: 1870.656982
	Iteration 0F: 2 clusters Score -1.27181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -12651724.000000 Penalty: 3741.313965
	Iteration 0F: 3 clusters Score -1.265172e+07 nChanged 47894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -12679184.000000 Penalty: 3741.313965
	Iteration 1F: 3 clusters Score -1.267918e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -12679665.000000 Penalty: 3741.313965
	Iteration 2Q: 3 clusters Score -1.267966e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -12680339.000000 Penalty: 3741.313965
	Iteration 3Q: 3 clusters Score -1.268034e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -12681160.000000 Penalty: 3741.313965
	Iteration 4Q: 3 clusters Score -1.268116e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -12682365.000000 Penalty: 3741.313965
	Iteration 5Q: 3 clusters Score -1.268236e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -12684284.000000 Penalty: 3741.313965
	Iteration 6Q: 3 clusters Score -1.268428e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -12686898.000000 Penalty: 3741.313965
	Iteration 7Q: 3 clusters Score -1.26869e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -12690322.000000 Penalty: 3741.313965
	Iteration 8F: 3 clusters Score -1.269032e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -12694098.000000 Penalty: 3741.313965
	Iteration 9F: 3 clusters Score -1.26941e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -12698304.000000 Penalty: 3741.313965
	Iteration 10F: 3 clusters Score -1.26983e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -12702006.000000 Penalty: 3741.313965
	Iteration 11F: 3 clusters Score -1.270201e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -12704283.000000 Penalty: 3741.313965
	Iteration 12Q: 3 clusters Score -1.270428e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -12705593.000000 Penalty: 3741.313965
	Iteration 13Q: 3 clusters Score -1.270559e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -12706140.000000 Penalty: 3741.313965
	Iteration 14Q: 3 clusters Score -1.270614e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -12706535.000000 Penalty: 3741.313965
	Iteration 15Q: 3 clusters Score -1.270654e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -12706950.000000 Penalty: 3741.313965
	Iteration 16Q: 3 clusters Score -1.270695e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -12707318.000000 Penalty: 3741.313965
	Iteration 17Q: 3 clusters Score -1.270732e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -12707729.000000 Penalty: 3741.313965
	Iteration 18Q: 3 clusters Score -1.270773e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -12708156.000000 Penalty: 3741.313965
	Iteration 19Q: 3 clusters Score -1.270816e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -12708561.000000 Penalty: 3741.313965
	Iteration 20F: 3 clusters Score -1.270856e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -12708886.000000 Penalty: 3741.313965
	Iteration 21Q: 3 clusters Score -1.270889e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -12709319.000000 Penalty: 3741.313965
	Iteration 22Q: 3 clusters Score -1.270932e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -12709686.000000 Penalty: 3741.313965
	Iteration 23Q: 3 clusters Score -1.270969e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -12710030.000000 Penalty: 3741.313965
	Iteration 24Q: 3 clusters Score -1.271003e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -12710327.000000 Penalty: 3741.313965
	Iteration 25Q: 3 clusters Score -1.271033e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -12710597.000000 Penalty: 3741.313965
	Iteration 26Q: 3 clusters Score -1.27106e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -12710780.000000 Penalty: 3741.313965
	Iteration 27Q: 3 clusters Score -1.271078e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -12710842.000000 Penalty: 3741.313965
	Iteration 28Q: 3 clusters Score -1.271084e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -12710899.000000 Penalty: 3741.313965
	Iteration 29Q: 3 clusters Score -1.27109e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -12710944.000000 Penalty: 3741.313965
	Iteration 30Q: 3 clusters Score -1.271094e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -12710968.000000 Penalty: 3741.313965
	Iteration 31Q: 3 clusters Score -1.271097e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -12711043.000000 Penalty: 3741.313965
	Iteration 32Q: 3 clusters Score -1.271104e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -12711079.000000 Penalty: 3741.313965
	Iteration 33Q: 3 clusters Score -1.271108e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -12711072.000000 Penalty: 3741.313965
	Iteration 34Q: 3 clusters Score -1.271107e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -12711103.000000 Penalty: 3741.313965
	Iteration 35Q: 3 clusters Score -1.27111e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -12711153.000000 Penalty: 3741.313965
	Iteration 36Q: 3 clusters Score -1.271115e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -12711149.000000 Penalty: 3741.313965
	Iteration 37Q: 3 clusters Score -1.271115e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -12711161.000000 Penalty: 3741.313965
	Iteration 38Q: 3 clusters Score -1.271116e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -12711163.000000 Penalty: 3741.313965
	Iteration 39Q: 3 clusters Score -1.271116e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -12711186.000000 Penalty: 3741.313965
	Iteration 40F: 3 clusters Score -1.271119e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -12711188.000000 Penalty: 3741.313965
	Iteration 41Q: 3 clusters Score -1.271119e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -12711191.000000 Penalty: 3741.313965
	Iteration 42Q: 3 clusters Score -1.271119e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -12711198.000000 Penalty: 3741.313965
	Iteration 43Q: 3 clusters Score -1.27112e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -12711206.000000 Penalty: 3741.313965
	Iteration 44Q: 3 clusters Score -1.271121e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -12711212.000000 Penalty: 3741.313965
	Iteration 45Q: 3 clusters Score -1.271121e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -12711201.000000 Penalty: 3741.313965
	Iteration 46Q: 3 clusters Score -1.27112e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -12711188.000000 Penalty: 3741.313965
	Iteration 47Q: 3 clusters Score -1.271119e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -12711207.000000 Penalty: 3741.313965
	Iteration 48Q: 3 clusters Score -1.271121e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -12711231.000000 Penalty: 3741.313965
	Iteration 49Q: 3 clusters Score -1.271123e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -12711218.000000 Penalty: 3741.313965
	Iteration 50Q: 3 clusters Score -1.271122e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -12711218.000000 Penalty: 3741.313965
	Iteration 51Q: 3 clusters Score -1.271122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -12711210.000000 Penalty: 3741.313965
	Iteration 52Q: 3 clusters Score -1.271121e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -12711224.000000 Penalty: 3741.313965
	Iteration 53Q: 3 clusters Score -1.271122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -12711227.000000 Penalty: 3741.313965
	Iteration 54Q: 3 clusters Score -1.271123e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -12711231.000000 Penalty: 3741.313965
	Iteration 55Q: 3 clusters Score -1.271123e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -12711225.000000 Penalty: 3741.313965
	Iteration 56Q: 3 clusters Score -1.271122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -12711220.000000 Penalty: 3741.313965
	Iteration 57Q: 3 clusters Score -1.271122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -12711231.000000 Penalty: 3741.313965
	Iteration 58Q: 3 clusters Score -1.271123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -12711239.000000 Penalty: 3741.313965
	Iteration 59Q: 3 clusters Score -1.271124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -12711244.000000 Penalty: 3741.313965
	Iteration 60F: 3 clusters Score -1.271124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -12711241.000000 Penalty: 3741.313965
	Iteration 61Q: 3 clusters Score -1.271124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -12711244.000000 Penalty: 3741.313965
	Iteration 62Q: 3 clusters Score -1.271124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -12711243.000000 Penalty: 3741.313965
	Iteration 63Q: 3 clusters Score -1.271124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -12711232.000000 Penalty: 3741.313965
	Iteration 64Q: 3 clusters Score -1.271123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -12711238.000000 Penalty: 3741.313965
	Iteration 65Q: 3 clusters Score -1.271124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -12711239.000000 Penalty: 3741.313965
	Iteration 66Q: 3 clusters Score -1.271124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -12711231.000000 Penalty: 3741.313965
	Iteration 67Q: 3 clusters Score -1.271123e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -12711230.000000 Penalty: 3741.313965
	Iteration 68Q: 3 clusters Score -1.271123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -12711233.000000 Penalty: 3741.313965
	Iteration 69Q: 3 clusters Score -1.271123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -12711235.000000 Penalty: 3741.313965
	Iteration 70Q: 3 clusters Score -1.271124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -12711229.000000 Penalty: 3741.313965
	Iteration 71Q: 3 clusters Score -1.271123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -12711226.000000 Penalty: 3741.313965
	Iteration 72Q: 3 clusters Score -1.271123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -12711232.000000 Penalty: 3741.313965
	Iteration 73Q: 3 clusters Score -1.271123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -12711232.000000 Penalty: 3741.313965
	Iteration 74Q: 3 clusters Score -1.271123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -12711227.000000 Penalty: 3741.313965
	Iteration 75Q: 3 clusters Score -1.271123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -12711233.000000 Penalty: 3741.313965
	Iteration 76Q: 3 clusters Score -1.271123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -12711227.000000 Penalty: 3741.313965
	Iteration 77Q: 3 clusters Score -1.271123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -12711234.000000 Penalty: 3741.313965
	Iteration 78Q: 3 clusters Score -1.271123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -12711226.000000 Penalty: 3741.313965
	Iteration 79Q: 3 clusters Score -1.271123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -12711225.000000 Penalty: 3741.313965
	Iteration 80F: 3 clusters Score -1.271122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -12711233.000000 Penalty: 3741.313965
	Iteration 81Q: 3 clusters Score -1.271123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -12711228.000000 Penalty: 3741.313965
	Iteration 82Q: 3 clusters Score -1.271123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -12711232.000000 Penalty: 3741.313965
	Iteration 83Q: 3 clusters Score -1.271123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -12711229.000000 Penalty: 3741.313965
	Iteration 84Q: 3 clusters Score -1.271123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -12711226.000000 Penalty: 3741.313965
	Iteration 85Q: 3 clusters Score -1.271123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -12711232.000000 Penalty: 3741.313965
	Iteration 86Q: 3 clusters Score -1.271123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -12711224.000000 Penalty: 3741.313965
	Iteration 87Q: 3 clusters Score -1.271122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -12711224.000000 Penalty: 3741.313965
	Iteration 88F: 3 clusters Score -1.271122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Entering Unmasked Estep 
Score: -13736584.000000 Penalty: 1880.210205
	Iteration 0F: 2 clusters Score -1.373658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -13673031.000000 Penalty: 3760.420410
	Iteration 0F: 3 clusters Score -1.367303e+07 nChanged 50880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -13702675.000000 Penalty: 3760.420410
	Iteration 1F: 3 clusters Score -1.370268e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -13703698.000000 Penalty: 3760.420410
	Iteration 2Q: 3 clusters Score -1.37037e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -13705371.000000 Penalty: 3760.420410
	Iteration 3Q: 3 clusters Score -1.370537e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -13708522.000000 Penalty: 3760.420410
	Iteration 4F: 3 clusters Score -1.370852e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -13713615.000000 Penalty: 3760.420410
	Iteration 5F: 3 clusters Score -1.371362e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -13720296.000000 Penalty: 3760.420410
	Iteration 6F: 3 clusters Score -1.37203e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -13726278.000000 Penalty: 3760.420410
	Iteration 7F: 3 clusters Score -1.372628e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -13730759.000000 Penalty: 3760.420410
	Iteration 8F: 3 clusters Score -1.373076e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -13733243.000000 Penalty: 3760.420410
	Iteration 9Q: 3 clusters Score -1.373324e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13734246.000000 Penalty: 3760.420410
	Iteration 10Q: 3 clusters Score -1.373425e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -13734609.000000 Penalty: 3760.420410
	Iteration 11Q: 3 clusters Score -1.373461e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105642 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13734731.000000 Penalty: 3760.420410
	Iteration 12Q: 3 clusters Score -1.373473e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13734785.000000 Penalty: 3760.420410
	Iteration 13Q: 3 clusters Score -1.373478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105708 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13734827.000000 Penalty: 3760.420410
	Iteration 14Q: 3 clusters Score -1.373483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13734838.000000 Penalty: 3760.420410
	Iteration 15Q: 3 clusters Score -1.373484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105728 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13734850.000000 Penalty: 3760.420410
	Iteration 16Q: 3 clusters Score -1.373485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13734863.000000 Penalty: 3760.420410
	Iteration 17Q: 3 clusters Score -1.373486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105743 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13734873.000000 Penalty: 3760.420410
	Iteration 18Q: 3 clusters Score -1.373487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13734873.000000 Penalty: 3760.420410
	Iteration 19Q: 3 clusters Score -1.373487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13734875.000000 Penalty: 3760.420410
	Iteration 20F: 3 clusters Score -1.373488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105750 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13734883.000000 Penalty: 3760.420410
	Iteration 21Q: 3 clusters Score -1.373488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13734901.000000 Penalty: 3760.420410
	Iteration 22Q: 3 clusters Score -1.37349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13734901.000000 Penalty: 3760.420410
	Iteration 23F: 3 clusters Score -1.37349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -67279.718750 Penalty: 1049.225098
	Iteration 0F: 2 clusters Score -67279.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66193.250000 Penalty: 2098.450195
	Iteration 0F: 3 clusters Score -66193.25 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66569.476562 Penalty: 2098.450195
	Iteration 1F: 3 clusters Score -66569.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66727.507812 Penalty: 2098.450195
	Iteration 2F: 3 clusters Score -66727.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66873.328125 Penalty: 2098.450195
	Iteration 3F: 3 clusters Score -66873.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67011.070312 Penalty: 2098.450195
	Iteration 4F: 3 clusters Score -67011.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -67137.515625 Penalty: 2098.450195
	Iteration 5F: 3 clusters Score -67137.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67198.843750 Penalty: 2098.450195
	Iteration 6Q: 3 clusters Score -67198.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67244.226562 Penalty: 2098.450195
	Iteration 7Q: 3 clusters Score -67244.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67262.953125 Penalty: 2098.450195
	Iteration 8Q: 3 clusters Score -67262.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67267.914062 Penalty: 2098.450195
	Iteration 9Q: 3 clusters Score -67267.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67278.375000 Penalty: 2098.450195
	Iteration 10Q: 3 clusters Score -67278.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67285.625000 Penalty: 2098.450195
	Iteration 11Q: 3 clusters Score -67285.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67291.328125 Penalty: 2098.450195
	Iteration 12Q: 3 clusters Score -67291.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67292.023438 Penalty: 2098.450195
	Iteration 13Q: 3 clusters Score -67292.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67293.156250 Penalty: 2098.450195
	Iteration 14F: 3 clusters Score -67293.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67296.585938 Penalty: 2098.450195
	Iteration 15Q: 3 clusters Score -67296.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67300.203125 Penalty: 2098.450195
	Iteration 16Q: 3 clusters Score -67300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67304.460938 Penalty: 2098.450195
	Iteration 17Q: 3 clusters Score -67304.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67308.710938 Penalty: 2098.450195
	Iteration 18Q: 3 clusters Score -67308.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67312.835938 Penalty: 2098.450195
	Iteration 19Q: 3 clusters Score -67312.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67314.109375 Penalty: 2098.450195
	Iteration 20F: 3 clusters Score -67314.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67316.484375 Penalty: 2098.450195
	Iteration 21Q: 3 clusters Score -67316.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67317.281250 Penalty: 2098.450195
	Iteration 22Q: 3 clusters Score -67317.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67317.281250 Penalty: 2098.450195
	Iteration 23F: 3 clusters Score -67317.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99881 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 118879 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 387 members 
Mstep: Class 10 contains 46351 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 27007 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 110181 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31729 members 
Entering Unmasked Estep 
Score: -72801344.000000 Penalty: 40969.332031
Splitting cluster 6 changes total score from -72802312.000000 to -72801344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (118879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118879 members 
Entering Unmasked Estep 
Score: -15147444.000000 Penalty: 1898.952515
	Iteration 0F: 2 clusters Score -1.514744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -15073942.000000 Penalty: 3797.905029
	Iteration 0F: 3 clusters Score -1.507394e+07 nChanged 56870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -15107524.000000 Penalty: 3797.905029
	Iteration 1F: 3 clusters Score -1.510752e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -15109052.000000 Penalty: 3797.905029
	Iteration 2Q: 3 clusters Score -1.510905e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -15111452.000000 Penalty: 3797.905029
	Iteration 3Q: 3 clusters Score -1.511145e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -15115170.000000 Penalty: 3797.905029
	Iteration 4F: 3 clusters Score -1.511517e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -15120420.000000 Penalty: 3797.905029
	Iteration 5F: 3 clusters Score -1.512042e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -15126628.000000 Penalty: 3797.905029
	Iteration 6F: 3 clusters Score -1.512663e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -15131494.000000 Penalty: 3797.905029
	Iteration 7F: 3 clusters Score -1.513149e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 78093 members 
Entering Unmasked Estep 
Score: -15133675.000000 Penalty: 3797.905029
	Iteration 8Q: 3 clusters Score -1.513368e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -15134585.000000 Penalty: 3797.905029
	Iteration 9Q: 3 clusters Score -1.513458e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -15135016.000000 Penalty: 3797.905029
	Iteration 10Q: 3 clusters Score -1.513502e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 80629 members 
Entering Unmasked Estep 
Score: -15135193.000000 Penalty: 3797.905029
	Iteration 11Q: 3 clusters Score -1.513519e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -15135425.000000 Penalty: 3797.905029
	Iteration 12Q: 3 clusters Score -1.513542e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -15135497.000000 Penalty: 3797.905029
	Iteration 13Q: 3 clusters Score -1.51355e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -15135681.000000 Penalty: 3797.905029
	Iteration 14Q: 3 clusters Score -1.513568e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -15135907.000000 Penalty: 3797.905029
	Iteration 15Q: 3 clusters Score -1.513591e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -15136148.000000 Penalty: 3797.905029
	Iteration 16Q: 3 clusters Score -1.513615e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -15136278.000000 Penalty: 3797.905029
	Iteration 17Q: 3 clusters Score -1.513628e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -15136433.000000 Penalty: 3797.905029
	Iteration 18Q: 3 clusters Score -1.513643e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -15136588.000000 Penalty: 3797.905029
	Iteration 19Q: 3 clusters Score -1.513659e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -15136713.000000 Penalty: 3797.905029
	Iteration 20F: 3 clusters Score -1.513671e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -15136898.000000 Penalty: 3797.905029
	Iteration 21Q: 3 clusters Score -1.51369e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -15137073.000000 Penalty: 3797.905029
	Iteration 22Q: 3 clusters Score -1.513707e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -15137338.000000 Penalty: 3797.905029
	Iteration 23Q: 3 clusters Score -1.513734e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -15137607.000000 Penalty: 3797.905029
	Iteration 24Q: 3 clusters Score -1.513761e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 91192 members 
Entering Unmasked Estep 
Score: -15137983.000000 Penalty: 3797.905029
	Iteration 25Q: 3 clusters Score -1.513798e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 92146 members 
Entering Unmasked Estep 
Score: -15138345.000000 Penalty: 3797.905029
	Iteration 26Q: 3 clusters Score -1.513834e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -15138706.000000 Penalty: 3797.905029
	Iteration 27Q: 3 clusters Score -1.513871e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -15139005.000000 Penalty: 3797.905029
	Iteration 28Q: 3 clusters Score -1.5139e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -15139378.000000 Penalty: 3797.905029
	Iteration 29Q: 3 clusters Score -1.513938e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -15139783.000000 Penalty: 3797.905029
	Iteration 30Q: 3 clusters Score -1.513978e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 96929 members 
Entering Unmasked Estep 
Score: -15140258.000000 Penalty: 3797.905029
	Iteration 31Q: 3 clusters Score -1.514026e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -15140726.000000 Penalty: 3797.905029
	Iteration 32Q: 3 clusters Score -1.514073e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -15141257.000000 Penalty: 3797.905029
	Iteration 33Q: 3 clusters Score -1.514126e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -15141816.000000 Penalty: 3797.905029
	Iteration 34Q: 3 clusters Score -1.514182e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
Score: -15142327.000000 Penalty: 3797.905029
	Iteration 35Q: 3 clusters Score -1.514233e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -15142883.000000 Penalty: 3797.905029
	Iteration 36Q: 3 clusters Score -1.514288e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 103337 members 
Entering Unmasked Estep 
Score: -15143431.000000 Penalty: 3797.905029
	Iteration 37Q: 3 clusters Score -1.514343e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -15143942.000000 Penalty: 3797.905029
	Iteration 38Q: 3 clusters Score -1.514394e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -15144405.000000 Penalty: 3797.905029
	Iteration 39Q: 3 clusters Score -1.51444e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -15144818.000000 Penalty: 3797.905029
	Iteration 40F: 3 clusters Score -1.514482e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -15145254.000000 Penalty: 3797.905029
	Iteration 41Q: 3 clusters Score -1.514525e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -15145609.000000 Penalty: 3797.905029
	Iteration 42Q: 3 clusters Score -1.514561e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 109534 members 
Entering Unmasked Estep 
Score: -15145834.000000 Penalty: 3797.905029
	Iteration 43Q: 3 clusters Score -1.514583e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 110455 members 
Entering Unmasked Estep 
Score: -15146153.000000 Penalty: 3797.905029
	Iteration 44Q: 3 clusters Score -1.514615e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -15146206.000000 Penalty: 3797.905029
	Iteration 45Q: 3 clusters Score -1.514621e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
Score: -15146232.000000 Penalty: 3797.905029
	Iteration 46Q: 3 clusters Score -1.514623e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 112711 members 
Entering Unmasked Estep 
Score: -15146244.000000 Penalty: 3797.905029
	Iteration 47Q: 3 clusters Score -1.514624e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 113287 members 
Entering Unmasked Estep 
Score: -15146232.000000 Penalty: 3797.905029
	Iteration 48Q: 3 clusters Score -1.514623e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -15146183.000000 Penalty: 3797.905029
	Iteration 49Q: 3 clusters Score -1.514618e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 114318 members 
Entering Unmasked Estep 
Score: -15146224.000000 Penalty: 3797.905029
	Iteration 50Q: 3 clusters Score -1.514622e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -15146294.000000 Penalty: 3797.905029
	Iteration 51Q: 3 clusters Score -1.514629e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 115160 members 
Entering Unmasked Estep 
Score: -15146335.000000 Penalty: 3797.905029
	Iteration 52Q: 3 clusters Score -1.514634e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 115494 members 
Entering Unmasked Estep 
Score: -15146341.000000 Penalty: 3797.905029
	Iteration 53Q: 3 clusters Score -1.514634e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 115792 members 
Entering Unmasked Estep 
Score: -15146345.000000 Penalty: 3797.905029
	Iteration 54Q: 3 clusters Score -1.514634e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 116058 members 
Entering Unmasked Estep 
Score: -15146358.000000 Penalty: 3797.905029
	Iteration 55Q: 3 clusters Score -1.514636e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 116290 members 
Entering Unmasked Estep 
Score: -15146405.000000 Penalty: 3797.905029
	Iteration 56Q: 3 clusters Score -1.51464e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 116495 members 
Entering Unmasked Estep 
Score: -15146396.000000 Penalty: 3797.905029
	Iteration 57Q: 3 clusters Score -1.51464e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -15146434.000000 Penalty: 3797.905029
	Iteration 58Q: 3 clusters Score -1.514643e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 116811 members 
Entering Unmasked Estep 
Score: -15146455.000000 Penalty: 3797.905029
	Iteration 59Q: 3 clusters Score -1.514646e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 116944 members 
Entering Unmasked Estep 
Score: -15146475.000000 Penalty: 3797.905029
	Iteration 60F: 3 clusters Score -1.514648e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 117046 members 
Entering Unmasked Estep 
Score: -15146470.000000 Penalty: 3797.905029
	Iteration 61Q: 3 clusters Score -1.514647e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 117119 members 
Entering Unmasked Estep 
Score: -15146461.000000 Penalty: 3797.905029
	Iteration 62Q: 3 clusters Score -1.514646e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
Score: -15146452.000000 Penalty: 3797.905029
	Iteration 63Q: 3 clusters Score -1.514645e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -15146442.000000 Penalty: 3797.905029
	Iteration 64Q: 3 clusters Score -1.514644e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -15146455.000000 Penalty: 3797.905029
	Iteration 65Q: 3 clusters Score -1.514646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 117358 members 
Entering Unmasked Estep 
Score: -15146448.000000 Penalty: 3797.905029
	Iteration 66Q: 3 clusters Score -1.514645e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -15146431.000000 Penalty: 3797.905029
	Iteration 67Q: 3 clusters Score -1.514643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 117424 members 
Entering Unmasked Estep 
Score: -15146443.000000 Penalty: 3797.905029
	Iteration 68Q: 3 clusters Score -1.514644e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 117454 members 
Entering Unmasked Estep 
Score: -15146427.000000 Penalty: 3797.905029
	Iteration 69Q: 3 clusters Score -1.514643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -15146430.000000 Penalty: 3797.905029
	Iteration 70Q: 3 clusters Score -1.514643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 117505 members 
Entering Unmasked Estep 
Score: -15146441.000000 Penalty: 3797.905029
	Iteration 71Q: 3 clusters Score -1.514644e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 117524 members 
Entering Unmasked Estep 
Score: -15146429.000000 Penalty: 3797.905029
	Iteration 72Q: 3 clusters Score -1.514643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -15146417.000000 Penalty: 3797.905029
	Iteration 73Q: 3 clusters Score -1.514642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -15146421.000000 Penalty: 3797.905029
	Iteration 74Q: 3 clusters Score -1.514642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 117557 members 
Entering Unmasked Estep 
Score: -15146433.000000 Penalty: 3797.905029
	Iteration 75Q: 3 clusters Score -1.514643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 117567 members 
Entering Unmasked Estep 
Score: -15146438.000000 Penalty: 3797.905029
	Iteration 76Q: 3 clusters Score -1.514644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 117585 members 
Entering Unmasked Estep 
Score: -15146435.000000 Penalty: 3797.905029
	Iteration 77Q: 3 clusters Score -1.514644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -15146437.000000 Penalty: 3797.905029
	Iteration 78Q: 3 clusters Score -1.514644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -15146445.000000 Penalty: 3797.905029
	Iteration 79Q: 3 clusters Score -1.514644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 117616 members 
Entering Unmasked Estep 
Score: -15146443.000000 Penalty: 3797.905029
	Iteration 80F: 3 clusters Score -1.514644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 117625 members 
Entering Unmasked Estep 
Score: -15146438.000000 Penalty: 3797.905029
	Iteration 81Q: 3 clusters Score -1.514644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -15146432.000000 Penalty: 3797.905029
	Iteration 82Q: 3 clusters Score -1.514643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 117631 members 
Entering Unmasked Estep 
Score: -15146436.000000 Penalty: 3797.905029
	Iteration 83Q: 3 clusters Score -1.514644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 117632 members 
Entering Unmasked Estep 
Score: -15146432.000000 Penalty: 3797.905029
	Iteration 84Q: 3 clusters Score -1.514643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 117632 members 
Entering Unmasked Estep 
Score: -15146432.000000 Penalty: 3797.905029
	Iteration 85F: 3 clusters Score -1.514643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -151360.000000 Penalty: 1154.022339
	Iteration 0F: 2 clusters Score -151360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -149793.562500 Penalty: 2308.044678
	Iteration 0F: 3 clusters Score -149793.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -150066.218750 Penalty: 2308.044678
	Iteration 1F: 3 clusters Score -150066.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150135.437500 Penalty: 2308.044678
	Iteration 2F: 3 clusters Score -150135.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -150170.093750 Penalty: 2308.044678
	Iteration 3Q: 3 clusters Score -150170.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -150197.046875 Penalty: 2308.044678
	Iteration 4Q: 3 clusters Score -150197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -150217.078125 Penalty: 2308.044678
	Iteration 5Q: 3 clusters Score -150217.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -150224.359375 Penalty: 2308.044678
	Iteration 6Q: 3 clusters Score -150224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -150231.218750 Penalty: 2308.044678
	Iteration 7Q: 3 clusters Score -150231.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -150241.750000 Penalty: 2308.044678
	Iteration 8Q: 3 clusters Score -150241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -150250.625000 Penalty: 2308.044678
	Iteration 9Q: 3 clusters Score -150250.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -150259.687500 Penalty: 2308.044678
	Iteration 10Q: 3 clusters Score -150259.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -150265.062500 Penalty: 2308.044678
	Iteration 11Q: 3 clusters Score -150265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -150268.000000 Penalty: 2308.044678
	Iteration 12Q: 3 clusters Score -150268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -150269.984375 Penalty: 2308.044678
	Iteration 13Q: 3 clusters Score -150270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -150271.609375 Penalty: 2308.044678
	Iteration 14Q: 3 clusters Score -150271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -150273.562500 Penalty: 2308.044678
	Iteration 15Q: 3 clusters Score -150273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -150274.484375 Penalty: 2308.044678
	Iteration 16Q: 3 clusters Score -150274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -150274.484375 Penalty: 2308.044678
	Iteration 17F: 3 clusters Score -150274.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Entering Unmasked Estep 
Score: -5942496.000000 Penalty: 1745.899780
	Iteration 0F: 2 clusters Score -5942496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -5911621.000000 Penalty: 3491.799561
	Iteration 0F: 3 clusters Score -5911621 nChanged 21688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5923882.500000 Penalty: 3491.799561
	Iteration 1F: 3 clusters Score -5923882 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5924517.500000 Penalty: 3491.799561
	Iteration 2Q: 3 clusters Score -5924518 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5925417.000000 Penalty: 3491.799561
	Iteration 3Q: 3 clusters Score -5925417 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5926538.000000 Penalty: 3491.799561
	Iteration 4Q: 3 clusters Score -5926538 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -5927819.500000 Penalty: 3491.799561
	Iteration 5F: 3 clusters Score -5927820 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -5929456.000000 Penalty: 3491.799561
	Iteration 6F: 3 clusters Score -5929456 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -5931303.500000 Penalty: 3491.799561
	Iteration 7F: 3 clusters Score -5931304 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -5933123.500000 Penalty: 3491.799561
	Iteration 8F: 3 clusters Score -5933124 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -5934738.500000 Penalty: 3491.799561
	Iteration 9Q: 3 clusters Score -5934738 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -5935794.500000 Penalty: 3491.799561
	Iteration 10Q: 3 clusters Score -5935794 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -5936376.000000 Penalty: 3491.799561
	Iteration 11Q: 3 clusters Score -5936376 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -5936777.500000 Penalty: 3491.799561
	Iteration 12Q: 3 clusters Score -5936778 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -5937016.000000 Penalty: 3491.799561
	Iteration 13Q: 3 clusters Score -5937016 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -5937285.500000 Penalty: 3491.799561
	Iteration 14Q: 3 clusters Score -5937286 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -5937535.500000 Penalty: 3491.799561
	Iteration 15Q: 3 clusters Score -5937536 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -5937789.000000 Penalty: 3491.799561
	Iteration 16Q: 3 clusters Score -5937789 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -5938037.500000 Penalty: 3491.799561
	Iteration 17Q: 3 clusters Score -5938038 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -5938221.000000 Penalty: 3491.799561
	Iteration 18Q: 3 clusters Score -5938221 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -5938490.000000 Penalty: 3491.799561
	Iteration 19Q: 3 clusters Score -5938490 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5938730.500000 Penalty: 3491.799561
	Iteration 20F: 3 clusters Score -5938730 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -5938954.500000 Penalty: 3491.799561
	Iteration 21Q: 3 clusters Score -5938954 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -5939188.500000 Penalty: 3491.799561
	Iteration 22Q: 3 clusters Score -5939188 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -5939400.500000 Penalty: 3491.799561
	Iteration 23Q: 3 clusters Score -5939400 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5939603.000000 Penalty: 3491.799561
	Iteration 24Q: 3 clusters Score -5939603 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5939782.500000 Penalty: 3491.799561
	Iteration 25Q: 3 clusters Score -5939782 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5939932.500000 Penalty: 3491.799561
	Iteration 26Q: 3 clusters Score -5939932 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5940091.000000 Penalty: 3491.799561
	Iteration 27Q: 3 clusters Score -5940091 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5940208.500000 Penalty: 3491.799561
	Iteration 28Q: 3 clusters Score -5940208 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5940301.500000 Penalty: 3491.799561
	Iteration 29Q: 3 clusters Score -5940302 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5940388.000000 Penalty: 3491.799561
	Iteration 30Q: 3 clusters Score -5940388 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5940451.000000 Penalty: 3491.799561
	Iteration 31Q: 3 clusters Score -5940451 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5940502.500000 Penalty: 3491.799561
	Iteration 32Q: 3 clusters Score -5940502 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5940573.000000 Penalty: 3491.799561
	Iteration 33Q: 3 clusters Score -5940573 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5940622.000000 Penalty: 3491.799561
	Iteration 34Q: 3 clusters Score -5940622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5940697.000000 Penalty: 3491.799561
	Iteration 35Q: 3 clusters Score -5940697 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5940745.000000 Penalty: 3491.799561
	Iteration 36Q: 3 clusters Score -5940745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5940769.000000 Penalty: 3491.799561
	Iteration 37Q: 3 clusters Score -5940769 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5940801.500000 Penalty: 3491.799561
	Iteration 38Q: 3 clusters Score -5940802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5940818.500000 Penalty: 3491.799561
	Iteration 39Q: 3 clusters Score -5940818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5940841.000000 Penalty: 3491.799561
	Iteration 40F: 3 clusters Score -5940841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5940865.000000 Penalty: 3491.799561
	Iteration 41Q: 3 clusters Score -5940865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5940878.500000 Penalty: 3491.799561
	Iteration 42Q: 3 clusters Score -5940878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5940893.500000 Penalty: 3491.799561
	Iteration 43Q: 3 clusters Score -5940894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5940920.000000 Penalty: 3491.799561
	Iteration 44Q: 3 clusters Score -5940920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5940934.500000 Penalty: 3491.799561
	Iteration 45Q: 3 clusters Score -5940934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5940953.500000 Penalty: 3491.799561
	Iteration 46Q: 3 clusters Score -5940954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5940967.500000 Penalty: 3491.799561
	Iteration 47Q: 3 clusters Score -5940968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5940978.000000 Penalty: 3491.799561
	Iteration 48Q: 3 clusters Score -5940978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5940982.500000 Penalty: 3491.799561
	Iteration 49Q: 3 clusters Score -5940982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5940990.000000 Penalty: 3491.799561
	Iteration 50Q: 3 clusters Score -5940990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5940989.000000 Penalty: 3491.799561
	Iteration 51Q: 3 clusters Score -5940989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5940988.000000 Penalty: 3491.799561
	Iteration 52Q: 3 clusters Score -5940988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5940994.000000 Penalty: 3491.799561
	Iteration 53Q: 3 clusters Score -5940994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5940995.000000 Penalty: 3491.799561
	Iteration 54Q: 3 clusters Score -5940995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5941006.500000 Penalty: 3491.799561
	Iteration 55Q: 3 clusters Score -5941006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5941011.000000 Penalty: 3491.799561
	Iteration 56Q: 3 clusters Score -5941011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5941005.500000 Penalty: 3491.799561
	Iteration 57Q: 3 clusters Score -5941006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5941017.000000 Penalty: 3491.799561
	Iteration 58Q: 3 clusters Score -5941017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5941028.000000 Penalty: 3491.799561
	Iteration 59Q: 3 clusters Score -5941028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5941022.000000 Penalty: 3491.799561
	Iteration 60F: 3 clusters Score -5941022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5941026.000000 Penalty: 3491.799561
	Iteration 61Q: 3 clusters Score -5941026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5941031.000000 Penalty: 3491.799561
	Iteration 62Q: 3 clusters Score -5941031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5941027.500000 Penalty: 3491.799561
	Iteration 63Q: 3 clusters Score -5941028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5941027.500000 Penalty: 3491.799561
	Iteration 64Q: 3 clusters Score -5941028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5941031.500000 Penalty: 3491.799561
	Iteration 65Q: 3 clusters Score -5941032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5941031.500000 Penalty: 3491.799561
	Iteration 66F: 3 clusters Score -5941032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Entering Unmasked Estep 
Score: -835393.875000 Penalty: 1423.242065
	Iteration 0F: 2 clusters Score -835393.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -830555.062500 Penalty: 2846.484131
	Iteration 0F: 3 clusters Score -830555.1 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -831974.187500 Penalty: 2846.484131
	Iteration 1F: 3 clusters Score -831974.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -832130.187500 Penalty: 2846.484131
	Iteration 2F: 3 clusters Score -832130.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -832225.812500 Penalty: 2846.484131
	Iteration 3Q: 3 clusters Score -832225.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -832291.562500 Penalty: 2846.484131
	Iteration 4Q: 3 clusters Score -832291.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -832343.312500 Penalty: 2846.484131
	Iteration 5Q: 3 clusters Score -832343.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -832383.750000 Penalty: 2846.484131
	Iteration 6Q: 3 clusters Score -832383.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -832422.562500 Penalty: 2846.484131
	Iteration 7Q: 3 clusters Score -832422.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -832463.375000 Penalty: 2846.484131
	Iteration 8Q: 3 clusters Score -832463.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -832511.312500 Penalty: 2846.484131
	Iteration 9Q: 3 clusters Score -832511.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -832564.750000 Penalty: 2846.484131
	Iteration 10Q: 3 clusters Score -832564.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -832626.250000 Penalty: 2846.484131
	Iteration 11Q: 3 clusters Score -832626.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -832703.187500 Penalty: 2846.484131
	Iteration 12Q: 3 clusters Score -832703.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -832784.000000 Penalty: 2846.484131
	Iteration 13Q: 3 clusters Score -832784 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -832887.750000 Penalty: 2846.484131
	Iteration 14Q: 3 clusters Score -832887.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -833026.750000 Penalty: 2846.484131
	Iteration 15Q: 3 clusters Score -833026.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -833214.687500 Penalty: 2846.484131
	Iteration 16Q: 3 clusters Score -833214.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -833378.437500 Penalty: 2846.484131
	Iteration 17Q: 3 clusters Score -833378.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -833523.000000 Penalty: 2846.484131
	Iteration 18Q: 3 clusters Score -833523 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -833666.375000 Penalty: 2846.484131
	Iteration 19Q: 3 clusters Score -833666.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -833795.000000 Penalty: 2846.484131
	Iteration 20F: 3 clusters Score -833795 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -833889.125000 Penalty: 2846.484131
	Iteration 21Q: 3 clusters Score -833889.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -833948.562500 Penalty: 2846.484131
	Iteration 22Q: 3 clusters Score -833948.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -833995.312500 Penalty: 2846.484131
	Iteration 23Q: 3 clusters Score -833995.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -834033.000000 Penalty: 2846.484131
	Iteration 24Q: 3 clusters Score -834033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -834062.250000 Penalty: 2846.484131
	Iteration 25Q: 3 clusters Score -834062.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -834082.375000 Penalty: 2846.484131
	Iteration 26Q: 3 clusters Score -834082.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -834090.937500 Penalty: 2846.484131
	Iteration 27Q: 3 clusters Score -834090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -834097.437500 Penalty: 2846.484131
	Iteration 28Q: 3 clusters Score -834097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -834104.250000 Penalty: 2846.484131
	Iteration 29Q: 3 clusters Score -834104.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -834108.437500 Penalty: 2846.484131
	Iteration 30Q: 3 clusters Score -834108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -834113.062500 Penalty: 2846.484131
	Iteration 31Q: 3 clusters Score -834113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -834116.750000 Penalty: 2846.484131
	Iteration 32Q: 3 clusters Score -834116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -834119.875000 Penalty: 2846.484131
	Iteration 33Q: 3 clusters Score -834119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -834122.250000 Penalty: 2846.484131
	Iteration 34Q: 3 clusters Score -834122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -834126.625000 Penalty: 2846.484131
	Iteration 35Q: 3 clusters Score -834126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -834129.937500 Penalty: 2846.484131
	Iteration 36Q: 3 clusters Score -834129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -834129.562500 Penalty: 2846.484131
	Iteration 37Q: 3 clusters Score -834129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -834129.562500 Penalty: 2846.484131
	Iteration 38F: 3 clusters Score -834129.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -268963.593750 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -268963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -266771.156250 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -266771.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -267303.125000 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -267303.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -267510.812500 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -267510.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -267647.343750 Penalty: 2500.381348
	Iteration 3F: 3 clusters Score -267647.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -267747.625000 Penalty: 2500.381348
	Iteration 4F: 3 clusters Score -267747.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -267831.375000 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -267831.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267917.906250 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -267917.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -267980.750000 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -267980.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -268040.562500 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -268040.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -268098.750000 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -268098.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -268146.750000 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -268146.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -268176.812500 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -268176.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -268201.281250 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -268201.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -268219.406250 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -268219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -268234.093750 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -268234.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -268244.343750 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -268244.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -268253.781250 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -268253.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -268260.125000 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -268260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -268263.250000 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -268263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -268266.593750 Penalty: 2500.381348
	Iteration 19Q: 3 clusters Score -268266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -268270.531250 Penalty: 2500.381348
	Iteration 20F: 3 clusters Score -268270.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -268274.218750 Penalty: 2500.381348
	Iteration 21Q: 3 clusters Score -268274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -268277.281250 Penalty: 2500.381348
	Iteration 22Q: 3 clusters Score -268277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -268281.093750 Penalty: 2500.381348
	Iteration 23Q: 3 clusters Score -268281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -268284.281250 Penalty: 2500.381348
	Iteration 24Q: 3 clusters Score -268284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -268287.218750 Penalty: 2500.381348
	Iteration 25Q: 3 clusters Score -268287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -268288.968750 Penalty: 2500.381348
	Iteration 26Q: 3 clusters Score -268289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -268289.156250 Penalty: 2500.381348
	Iteration 27Q: 3 clusters Score -268289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -268289.625000 Penalty: 2500.381348
	Iteration 28Q: 3 clusters Score -268289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -268289.625000 Penalty: 2500.381348
	Iteration 29F: 3 clusters Score -268289.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Entering Unmasked Estep 
Score: -3483422.000000 Penalty: 1658.125854
	Iteration 0F: 2 clusters Score -3483422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3465368.250000 Penalty: 3316.251709
	Iteration 0F: 3 clusters Score -3465368 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3472022.000000 Penalty: 3316.251709
	Iteration 1F: 3 clusters Score -3472022 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3472416.000000 Penalty: 3316.251709
	Iteration 2Q: 3 clusters Score -3472416 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3472872.250000 Penalty: 3316.251709
	Iteration 3Q: 3 clusters Score -3472872 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3473502.000000 Penalty: 3316.251709
	Iteration 4Q: 3 clusters Score -3473502 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3474540.000000 Penalty: 3316.251709
	Iteration 5F: 3 clusters Score -3474540 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3476204.500000 Penalty: 3316.251709
	Iteration 6F: 3 clusters Score -3476204 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3478259.250000 Penalty: 3316.251709
	Iteration 7F: 3 clusters Score -3478259 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3479957.250000 Penalty: 3316.251709
	Iteration 8F: 3 clusters Score -3479957 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3481075.750000 Penalty: 3316.251709
	Iteration 9Q: 3 clusters Score -3481076 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3481607.750000 Penalty: 3316.251709
	Iteration 10Q: 3 clusters Score -3481608 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3481786.750000 Penalty: 3316.251709
	Iteration 11Q: 3 clusters Score -3481787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3481857.750000 Penalty: 3316.251709
	Iteration 12Q: 3 clusters Score -3481858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3481911.750000 Penalty: 3316.251709
	Iteration 13Q: 3 clusters Score -3481912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3481950.500000 Penalty: 3316.251709
	Iteration 14Q: 3 clusters Score -3481950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3481956.750000 Penalty: 3316.251709
	Iteration 15Q: 3 clusters Score -3481957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3481970.250000 Penalty: 3316.251709
	Iteration 16Q: 3 clusters Score -3481970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3481976.750000 Penalty: 3316.251709
	Iteration 17Q: 3 clusters Score -3481977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3481978.750000 Penalty: 3316.251709
	Iteration 18Q: 3 clusters Score -3481979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3481984.000000 Penalty: 3316.251709
	Iteration 19Q: 3 clusters Score -3481984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3481987.750000 Penalty: 3316.251709
	Iteration 20F: 3 clusters Score -3481988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -233280.593750 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -233280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -231285.453125 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -231285.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -231744.109375 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -231744.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231868.359375 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -231868.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -231913.859375 Penalty: 2438.748291
	Iteration 3Q: 3 clusters Score -231913.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -231942.687500 Penalty: 2438.748291
	Iteration 4Q: 3 clusters Score -231942.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -231969.437500 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -231969.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -231991.062500 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -231991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -232008.031250 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -232008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -232020.890625 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -232020.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -232029.578125 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -232029.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -232037.218750 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -232037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -232047.015625 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -232047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -232054.953125 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -232055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -232061.468750 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -232061.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -232067.125000 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -232067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -232070.640625 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -232070.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -232075.046875 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -232075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -232078.640625 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -232078.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -232088.734375 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -232088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -232098.546875 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -232098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -232105.718750 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -232105.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -232113.671875 Penalty: 2438.748291
	Iteration 21Q: 3 clusters Score -232113.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -232120.875000 Penalty: 2438.748291
	Iteration 22Q: 3 clusters Score -232120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -232126.203125 Penalty: 2438.748291
	Iteration 23Q: 3 clusters Score -232126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -232130.250000 Penalty: 2438.748291
	Iteration 24Q: 3 clusters Score -232130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -232133.421875 Penalty: 2438.748291
	Iteration 25Q: 3 clusters Score -232133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -232136.859375 Penalty: 2438.748291
	Iteration 26Q: 3 clusters Score -232136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -232146.000000 Penalty: 2438.748291
	Iteration 27Q: 3 clusters Score -232146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -232151.796875 Penalty: 2438.748291
	Iteration 28Q: 3 clusters Score -232151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -232156.500000 Penalty: 2438.748291
	Iteration 29Q: 3 clusters Score -232156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -232157.937500 Penalty: 2438.748291
	Iteration 30Q: 3 clusters Score -232157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -232158.484375 Penalty: 2438.748291
	Iteration 31Q: 3 clusters Score -232158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -232159.437500 Penalty: 2438.748291
	Iteration 32Q: 3 clusters Score -232159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -232159.437500 Penalty: 2438.748291
	Iteration 33F: 3 clusters Score -232159.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -546747.625000 Penalty: 1357.902100
	Iteration 0F: 2 clusters Score -546747.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -543208.312500 Penalty: 2715.804199
	Iteration 0F: 3 clusters Score -543208.3 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -544137.875000 Penalty: 2715.804199
	Iteration 1F: 3 clusters Score -544137.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -544293.750000 Penalty: 2715.804199
	Iteration 2F: 3 clusters Score -544293.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -544397.250000 Penalty: 2715.804199
	Iteration 3F: 3 clusters Score -544397.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -544461.000000 Penalty: 2715.804199
	Iteration 4Q: 3 clusters Score -544461 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -544512.375000 Penalty: 2715.804199
	Iteration 5Q: 3 clusters Score -544512.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -544565.062500 Penalty: 2715.804199
	Iteration 6Q: 3 clusters Score -544565.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -544621.437500 Penalty: 2715.804199
	Iteration 7Q: 3 clusters Score -544621.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -544662.812500 Penalty: 2715.804199
	Iteration 8Q: 3 clusters Score -544662.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -544697.062500 Penalty: 2715.804199
	Iteration 9Q: 3 clusters Score -544697.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -544721.500000 Penalty: 2715.804199
	Iteration 10Q: 3 clusters Score -544721.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -544750.062500 Penalty: 2715.804199
	Iteration 11Q: 3 clusters Score -544750.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -544772.750000 Penalty: 2715.804199
	Iteration 12Q: 3 clusters Score -544772.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -544794.875000 Penalty: 2715.804199
	Iteration 13Q: 3 clusters Score -544794.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -544817.375000 Penalty: 2715.804199
	Iteration 14Q: 3 clusters Score -544817.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -544847.187500 Penalty: 2715.804199
	Iteration 15Q: 3 clusters Score -544847.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -544883.500000 Penalty: 2715.804199
	Iteration 16Q: 3 clusters Score -544883.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -544928.437500 Penalty: 2715.804199
	Iteration 17Q: 3 clusters Score -544928.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -544974.875000 Penalty: 2715.804199
	Iteration 18Q: 3 clusters Score -544974.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -545038.000000 Penalty: 2715.804199
	Iteration 19Q: 3 clusters Score -545038 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -545104.125000 Penalty: 2715.804199
	Iteration 20F: 3 clusters Score -545104.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -545200.750000 Penalty: 2715.804199
	Iteration 21Q: 3 clusters Score -545200.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -545292.687500 Penalty: 2715.804199
	Iteration 22Q: 3 clusters Score -545292.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -545360.812500 Penalty: 2715.804199
	Iteration 23Q: 3 clusters Score -545360.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -545412.562500 Penalty: 2715.804199
	Iteration 24Q: 3 clusters Score -545412.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -545448.375000 Penalty: 2715.804199
	Iteration 25Q: 3 clusters Score -545448.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -545479.062500 Penalty: 2715.804199
	Iteration 26Q: 3 clusters Score -545479.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -545496.625000 Penalty: 2715.804199
	Iteration 27Q: 3 clusters Score -545496.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -545504.187500 Penalty: 2715.804199
	Iteration 28Q: 3 clusters Score -545504.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -545512.875000 Penalty: 2715.804199
	Iteration 29Q: 3 clusters Score -545512.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -545520.937500 Penalty: 2715.804199
	Iteration 30Q: 3 clusters Score -545520.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -545525.062500 Penalty: 2715.804199
	Iteration 31Q: 3 clusters Score -545525.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -545530.625000 Penalty: 2715.804199
	Iteration 32Q: 3 clusters Score -545530.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -545534.937500 Penalty: 2715.804199
	Iteration 33Q: 3 clusters Score -545534.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -545540.000000 Penalty: 2715.804199
	Iteration 34Q: 3 clusters Score -545540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -545546.375000 Penalty: 2715.804199
	Iteration 35Q: 3 clusters Score -545546.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -545552.000000 Penalty: 2715.804199
	Iteration 36Q: 3 clusters Score -545552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -545561.687500 Penalty: 2715.804199
	Iteration 37Q: 3 clusters Score -545561.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -545568.500000 Penalty: 2715.804199
	Iteration 38Q: 3 clusters Score -545568.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -545573.125000 Penalty: 2715.804199
	Iteration 39Q: 3 clusters Score -545573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -545575.750000 Penalty: 2715.804199
	Iteration 40F: 3 clusters Score -545575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -545576.750000 Penalty: 2715.804199
	Iteration 41Q: 3 clusters Score -545576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -545576.687500 Penalty: 2715.804199
	Iteration 42Q: 3 clusters Score -545576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -545576.687500 Penalty: 2715.804199
	Iteration 43F: 3 clusters Score -545576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Entering Unmasked Estep 
Score: -2219098.500000 Penalty: 1589.400269
	Iteration 0F: 2 clusters Score -2219098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2206932.500000 Penalty: 3178.800537
	Iteration 0F: 3 clusters Score -2206932 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2211363.250000 Penalty: 3178.800537
	Iteration 1F: 3 clusters Score -2211363 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2211676.500000 Penalty: 3178.800537
	Iteration 2Q: 3 clusters Score -2211676 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2212019.250000 Penalty: 3178.800537
	Iteration 3Q: 3 clusters Score -2212019 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2212393.750000 Penalty: 3178.800537
	Iteration 4Q: 3 clusters Score -2212394 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2212830.500000 Penalty: 3178.800537
	Iteration 5Q: 3 clusters Score -2212830 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2213394.750000 Penalty: 3178.800537
	Iteration 6F: 3 clusters Score -2213395 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2214078.000000 Penalty: 3178.800537
	Iteration 7F: 3 clusters Score -2214078 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2214833.000000 Penalty: 3178.800537
	Iteration 8F: 3 clusters Score -2214833 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2215573.750000 Penalty: 3178.800537
	Iteration 9F: 3 clusters Score -2215574 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2216241.250000 Penalty: 3178.800537
	Iteration 10Q: 3 clusters Score -2216241 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2216877.500000 Penalty: 3178.800537
	Iteration 11Q: 3 clusters Score -2216878 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2217330.000000 Penalty: 3178.800537
	Iteration 12Q: 3 clusters Score -2217330 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2217596.000000 Penalty: 3178.800537
	Iteration 13Q: 3 clusters Score -2217596 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2217695.250000 Penalty: 3178.800537
	Iteration 14Q: 3 clusters Score -2217695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2217765.750000 Penalty: 3178.800537
	Iteration 15Q: 3 clusters Score -2217766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2217798.250000 Penalty: 3178.800537
	Iteration 16Q: 3 clusters Score -2217798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2217814.000000 Penalty: 3178.800537
	Iteration 17Q: 3 clusters Score -2217814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2217822.750000 Penalty: 3178.800537
	Iteration 18Q: 3 clusters Score -2217823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2217829.000000 Penalty: 3178.800537
	Iteration 19Q: 3 clusters Score -2217829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2217830.000000 Penalty: 3178.800537
	Iteration 20F: 3 clusters Score -2217830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2217834.000000 Penalty: 3178.800537
	Iteration 21Q: 3 clusters Score -2217834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2217839.000000 Penalty: 3178.800537
	Iteration 22Q: 3 clusters Score -2217839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2217840.000000 Penalty: 3178.800537
	Iteration 23Q: 3 clusters Score -2217840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2217845.250000 Penalty: 3178.800537
	Iteration 24Q: 3 clusters Score -2217845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2217844.000000 Penalty: 3178.800537
	Iteration 25Q: 3 clusters Score -2217844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2217841.750000 Penalty: 3178.800537
	Iteration 26Q: 3 clusters Score -2217842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2217841.750000 Penalty: 3178.800537
	Iteration 27F: 3 clusters Score -2217842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110181 members 
Entering Unmasked Estep 
Score: -14069741.000000 Penalty: 1886.605469
	Iteration 0F: 2 clusters Score -1.406974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -14000995.000000 Penalty: 3773.210938
	Iteration 0F: 3 clusters Score -1.4001e+07 nChanged 52706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -14031833.000000 Penalty: 3773.210938
	Iteration 1F: 3 clusters Score -1.403183e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -14033371.000000 Penalty: 3773.210938
	Iteration 2Q: 3 clusters Score -1.403337e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -14035869.000000 Penalty: 3773.210938
	Iteration 3Q: 3 clusters Score -1.403587e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -14039819.000000 Penalty: 3773.210938
	Iteration 4F: 3 clusters Score -1.403982e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -14045631.000000 Penalty: 3773.210938
	Iteration 5F: 3 clusters Score -1.404563e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -14052348.000000 Penalty: 3773.210938
	Iteration 6F: 3 clusters Score -1.405235e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -14058895.000000 Penalty: 3773.210938
	Iteration 7F: 3 clusters Score -1.40589e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -14062758.000000 Penalty: 3773.210938
	Iteration 8F: 3 clusters Score -1.406276e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -14064493.000000 Penalty: 3773.210938
	Iteration 9Q: 3 clusters Score -1.406449e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -14065357.000000 Penalty: 3773.210938
	Iteration 10Q: 3 clusters Score -1.406536e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -14065857.000000 Penalty: 3773.210938
	Iteration 11Q: 3 clusters Score -1.406586e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -14066324.000000 Penalty: 3773.210938
	Iteration 12Q: 3 clusters Score -1.406632e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -14066733.000000 Penalty: 3773.210938
	Iteration 13Q: 3 clusters Score -1.406673e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -14067080.000000 Penalty: 3773.210938
	Iteration 14Q: 3 clusters Score -1.406708e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -14067322.000000 Penalty: 3773.210938
	Iteration 15Q: 3 clusters Score -1.406732e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -14067533.000000 Penalty: 3773.210938
	Iteration 16Q: 3 clusters Score -1.406753e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -14067676.000000 Penalty: 3773.210938
	Iteration 17Q: 3 clusters Score -1.406768e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -14067848.000000 Penalty: 3773.210938
	Iteration 18Q: 3 clusters Score -1.406785e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -14067992.000000 Penalty: 3773.210938
	Iteration 19Q: 3 clusters Score -1.406799e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -14068024.000000 Penalty: 3773.210938
	Iteration 20F: 3 clusters Score -1.406802e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -14068100.000000 Penalty: 3773.210938
	Iteration 21Q: 3 clusters Score -1.40681e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -14068175.000000 Penalty: 3773.210938
	Iteration 22Q: 3 clusters Score -1.406818e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -14068249.000000 Penalty: 3773.210938
	Iteration 23Q: 3 clusters Score -1.406825e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -14068360.000000 Penalty: 3773.210938
	Iteration 24Q: 3 clusters Score -1.406836e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -14068469.000000 Penalty: 3773.210938
	Iteration 25Q: 3 clusters Score -1.406847e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -14068513.000000 Penalty: 3773.210938
	Iteration 26Q: 3 clusters Score -1.406851e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -14068599.000000 Penalty: 3773.210938
	Iteration 27Q: 3 clusters Score -1.40686e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -14068763.000000 Penalty: 3773.210938
	Iteration 28Q: 3 clusters Score -1.406876e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -14068836.000000 Penalty: 3773.210938
	Iteration 29Q: 3 clusters Score -1.406884e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 92570 members 
Entering Unmasked Estep 
Score: -14068904.000000 Penalty: 3773.210938
	Iteration 30Q: 3 clusters Score -1.40689e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -14068942.000000 Penalty: 3773.210938
	Iteration 31Q: 3 clusters Score -1.406894e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -14069057.000000 Penalty: 3773.210938
	Iteration 32Q: 3 clusters Score -1.406906e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -14069148.000000 Penalty: 3773.210938
	Iteration 33Q: 3 clusters Score -1.406915e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -14069295.000000 Penalty: 3773.210938
	Iteration 34Q: 3 clusters Score -1.40693e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -14069401.000000 Penalty: 3773.210938
	Iteration 35Q: 3 clusters Score -1.40694e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 96189 members 
Entering Unmasked Estep 
Score: -14069531.000000 Penalty: 3773.210938
	Iteration 36Q: 3 clusters Score -1.406953e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -14069675.000000 Penalty: 3773.210938
	Iteration 37Q: 3 clusters Score -1.406968e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 97299 members 
Entering Unmasked Estep 
Score: -14069838.000000 Penalty: 3773.210938
	Iteration 38Q: 3 clusters Score -1.406984e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -14069941.000000 Penalty: 3773.210938
	Iteration 39Q: 3 clusters Score -1.406994e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -14070038.000000 Penalty: 3773.210938
	Iteration 40F: 3 clusters Score -1.407004e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
Score: -14070175.000000 Penalty: 3773.210938
	Iteration 41Q: 3 clusters Score -1.407018e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -14070230.000000 Penalty: 3773.210938
	Iteration 42Q: 3 clusters Score -1.407023e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -14070306.000000 Penalty: 3773.210938
	Iteration 43Q: 3 clusters Score -1.407031e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -14070293.000000 Penalty: 3773.210938
	Iteration 44Q: 3 clusters Score -1.407029e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -14070277.000000 Penalty: 3773.210938
	Iteration 45Q: 3 clusters Score -1.407028e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -14070269.000000 Penalty: 3773.210938
	Iteration 46Q: 3 clusters Score -1.407027e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -14070309.000000 Penalty: 3773.210938
	Iteration 47Q: 3 clusters Score -1.407031e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -14070267.000000 Penalty: 3773.210938
	Iteration 48Q: 3 clusters Score -1.407027e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -14070236.000000 Penalty: 3773.210938
	Iteration 49Q: 3 clusters Score -1.407024e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -14070280.000000 Penalty: 3773.210938
	Iteration 50Q: 3 clusters Score -1.407028e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -14070313.000000 Penalty: 3773.210938
	Iteration 51Q: 3 clusters Score -1.407031e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -14070350.000000 Penalty: 3773.210938
	Iteration 52Q: 3 clusters Score -1.407035e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 103131 members 
Entering Unmasked Estep 
Score: -14070299.000000 Penalty: 3773.210938
	Iteration 53Q: 3 clusters Score -1.40703e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -14070253.000000 Penalty: 3773.210938
	Iteration 54Q: 3 clusters Score -1.407025e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -14070263.000000 Penalty: 3773.210938
	Iteration 55Q: 3 clusters Score -1.407026e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -14070204.000000 Penalty: 3773.210938
	Iteration 56Q: 3 clusters Score -1.40702e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -14070241.000000 Penalty: 3773.210938
	Iteration 57Q: 3 clusters Score -1.407024e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 104209 members 
Entering Unmasked Estep 
Score: -14070187.000000 Penalty: 3773.210938
	Iteration 58Q: 3 clusters Score -1.407019e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -14070176.000000 Penalty: 3773.210938
	Iteration 59Q: 3 clusters Score -1.407018e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -14070146.000000 Penalty: 3773.210938
	Iteration 60F: 3 clusters Score -1.407015e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -14070097.000000 Penalty: 3773.210938
	Iteration 61Q: 3 clusters Score -1.40701e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -14070088.000000 Penalty: 3773.210938
	Iteration 62Q: 3 clusters Score -1.407009e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -14070046.000000 Penalty: 3773.210938
	Iteration 63Q: 3 clusters Score -1.407005e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -14070071.000000 Penalty: 3773.210938
	Iteration 64Q: 3 clusters Score -1.407007e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -14070048.000000 Penalty: 3773.210938
	Iteration 65Q: 3 clusters Score -1.407005e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 105319 members 
Entering Unmasked Estep 
Score: -14070064.000000 Penalty: 3773.210938
	Iteration 66Q: 3 clusters Score -1.407006e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -14070048.000000 Penalty: 3773.210938
	Iteration 67Q: 3 clusters Score -1.407005e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -14070007.000000 Penalty: 3773.210938
	Iteration 68Q: 3 clusters Score -1.407001e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -14070060.000000 Penalty: 3773.210938
	Iteration 69Q: 3 clusters Score -1.407006e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 105788 members 
Entering Unmasked Estep 
Score: -14070081.000000 Penalty: 3773.210938
	Iteration 70Q: 3 clusters Score -1.407008e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -14070127.000000 Penalty: 3773.210938
	Iteration 71Q: 3 clusters Score -1.407013e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -14070154.000000 Penalty: 3773.210938
	Iteration 72Q: 3 clusters Score -1.407015e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -14070194.000000 Penalty: 3773.210938
	Iteration 73Q: 3 clusters Score -1.407019e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -14070214.000000 Penalty: 3773.210938
	Iteration 74Q: 3 clusters Score -1.407021e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -14070183.000000 Penalty: 3773.210938
	Iteration 75Q: 3 clusters Score -1.407018e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 106274 members 
Entering Unmasked Estep 
Score: -14070170.000000 Penalty: 3773.210938
	Iteration 76Q: 3 clusters Score -1.407017e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -14070179.000000 Penalty: 3773.210938
	Iteration 77Q: 3 clusters Score -1.407018e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -14070161.000000 Penalty: 3773.210938
	Iteration 78Q: 3 clusters Score -1.407016e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -14070183.000000 Penalty: 3773.210938
	Iteration 79Q: 3 clusters Score -1.407018e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -14070192.000000 Penalty: 3773.210938
	Iteration 80F: 3 clusters Score -1.407019e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -14070178.000000 Penalty: 3773.210938
	Iteration 81Q: 3 clusters Score -1.407018e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -14070200.000000 Penalty: 3773.210938
	Iteration 82Q: 3 clusters Score -1.40702e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -14070208.000000 Penalty: 3773.210938
	Iteration 83Q: 3 clusters Score -1.407021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 106269 members 
Entering Unmasked Estep 
Score: -14070197.000000 Penalty: 3773.210938
	Iteration 84Q: 3 clusters Score -1.40702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 106257 members 
Entering Unmasked Estep 
Score: -14070218.000000 Penalty: 3773.210938
	Iteration 85Q: 3 clusters Score -1.407022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -14070197.000000 Penalty: 3773.210938
	Iteration 86Q: 3 clusters Score -1.40702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -14070212.000000 Penalty: 3773.210938
	Iteration 87Q: 3 clusters Score -1.407021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 106221 members 
Entering Unmasked Estep 
Score: -14070210.000000 Penalty: 3773.210938
	Iteration 88Q: 3 clusters Score -1.407021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 106215 members 
Entering Unmasked Estep 
Score: -14070225.000000 Penalty: 3773.210938
	Iteration 89Q: 3 clusters Score -1.407022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 106207 members 
Entering Unmasked Estep 
Score: -14070215.000000 Penalty: 3773.210938
	Iteration 90Q: 3 clusters Score -1.407022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -14070225.000000 Penalty: 3773.210938
	Iteration 91Q: 3 clusters Score -1.407022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 106184 members 
Entering Unmasked Estep 
Score: -14070219.000000 Penalty: 3773.210938
	Iteration 92Q: 3 clusters Score -1.407022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 106173 members 
Entering Unmasked Estep 
Score: -14070211.000000 Penalty: 3773.210938
	Iteration 93Q: 3 clusters Score -1.407021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 106169 members 
Entering Unmasked Estep 
Score: -14070215.000000 Penalty: 3773.210938
	Iteration 94Q: 3 clusters Score -1.407022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 106161 members 
Entering Unmasked Estep 
Score: -14070213.000000 Penalty: 3773.210938
	Iteration 95Q: 3 clusters Score -1.407021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 106161 members 
Entering Unmasked Estep 
Score: -14070212.000000 Penalty: 3773.210938
	Iteration 96Q: 3 clusters Score -1.407021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 106162 members 
Entering Unmasked Estep 
Score: -14070215.000000 Penalty: 3773.210938
	Iteration 97Q: 3 clusters Score -1.407022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -14070219.000000 Penalty: 3773.210938
	Iteration 98Q: 3 clusters Score -1.407022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -14070212.000000 Penalty: 3773.210938
	Iteration 99Q: 3 clusters Score -1.407021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -14070212.000000 Penalty: 3773.210938
	Iteration 100F: 3 clusters Score -1.407021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99881 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118879 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 106166 members 
Mstep: Class 10 contains 46351 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 27007 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31729 members 
Entering Unmasked Estep 
Score: -72802544.000000 Penalty: 40969.332031
Splitting cluster 17 changes total score from -72802312.000000 to -72802544.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 18 (3427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Entering Unmasked Estep 
Score: -425350.468750 Penalty: 1322.659058
	Iteration 0F: 2 clusters Score -425350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -422349.093750 Penalty: 2645.318115
	Iteration 0F: 3 clusters Score -422349.1 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -423146.000000 Penalty: 2645.318115
	Iteration 1F: 3 clusters Score -423146 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -423304.468750 Penalty: 2645.318115
	Iteration 2F: 3 clusters Score -423304.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -423413.562500 Penalty: 2645.318115
	Iteration 3F: 3 clusters Score -423413.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -423498.406250 Penalty: 2645.318115
	Iteration 4Q: 3 clusters Score -423498.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -423566.968750 Penalty: 2645.318115
	Iteration 5Q: 3 clusters Score -423567 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -423615.468750 Penalty: 2645.318115
	Iteration 6Q: 3 clusters Score -423615.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -423651.281250 Penalty: 2645.318115
	Iteration 7Q: 3 clusters Score -423651.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -423686.312500 Penalty: 2645.318115
	Iteration 8Q: 3 clusters Score -423686.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -423714.031250 Penalty: 2645.318115
	Iteration 9Q: 3 clusters Score -423714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -423737.437500 Penalty: 2645.318115
	Iteration 10Q: 3 clusters Score -423737.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -423758.625000 Penalty: 2645.318115
	Iteration 11Q: 3 clusters Score -423758.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -423776.406250 Penalty: 2645.318115
	Iteration 12Q: 3 clusters Score -423776.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -423795.781250 Penalty: 2645.318115
	Iteration 13Q: 3 clusters Score -423795.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -423812.687500 Penalty: 2645.318115
	Iteration 14Q: 3 clusters Score -423812.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -423827.937500 Penalty: 2645.318115
	Iteration 15Q: 3 clusters Score -423827.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -423838.218750 Penalty: 2645.318115
	Iteration 16Q: 3 clusters Score -423838.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -423846.062500 Penalty: 2645.318115
	Iteration 17Q: 3 clusters Score -423846.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -423856.375000 Penalty: 2645.318115
	Iteration 18Q: 3 clusters Score -423856.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -423867.437500 Penalty: 2645.318115
	Iteration 19Q: 3 clusters Score -423867.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -423873.187500 Penalty: 2645.318115
	Iteration 20F: 3 clusters Score -423873.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -423876.093750 Penalty: 2645.318115
	Iteration 21Q: 3 clusters Score -423876.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -423882.031250 Penalty: 2645.318115
	Iteration 22Q: 3 clusters Score -423882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -423888.531250 Penalty: 2645.318115
	Iteration 23Q: 3 clusters Score -423888.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -423898.187500 Penalty: 2645.318115
	Iteration 24Q: 3 clusters Score -423898.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -423911.625000 Penalty: 2645.318115
	Iteration 25Q: 3 clusters Score -423911.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -423925.312500 Penalty: 2645.318115
	Iteration 26Q: 3 clusters Score -423925.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -423933.531250 Penalty: 2645.318115
	Iteration 27Q: 3 clusters Score -423933.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -423937.843750 Penalty: 2645.318115
	Iteration 28Q: 3 clusters Score -423937.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -423943.968750 Penalty: 2645.318115
	Iteration 29Q: 3 clusters Score -423944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -423948.937500 Penalty: 2645.318115
	Iteration 30Q: 3 clusters Score -423948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -423952.468750 Penalty: 2645.318115
	Iteration 31Q: 3 clusters Score -423952.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -423957.437500 Penalty: 2645.318115
	Iteration 32Q: 3 clusters Score -423957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -423962.093750 Penalty: 2645.318115
	Iteration 33Q: 3 clusters Score -423962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -423968.937500 Penalty: 2645.318115
	Iteration 34Q: 3 clusters Score -423968.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -423975.562500 Penalty: 2645.318115
	Iteration 35Q: 3 clusters Score -423975.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -423979.468750 Penalty: 2645.318115
	Iteration 36Q: 3 clusters Score -423979.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -423980.812500 Penalty: 2645.318115
	Iteration 37Q: 3 clusters Score -423980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -423982.250000 Penalty: 2645.318115
	Iteration 38Q: 3 clusters Score -423982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -423982.718750 Penalty: 2645.318115
	Iteration 39Q: 3 clusters Score -423982.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -423982.718750 Penalty: 2645.318115
	Iteration 40F: 3 clusters Score -423982.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Entering Unmasked Estep 
Score: -4037152.750000 Penalty: 1684.310303
	Iteration 0F: 2 clusters Score -4037153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4015820.250000 Penalty: 3368.620605
	Iteration 0F: 3 clusters Score -4015820 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4024095.500000 Penalty: 3368.620605
	Iteration 1F: 3 clusters Score -4024096 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4024826.500000 Penalty: 3368.620605
	Iteration 2F: 3 clusters Score -4024826 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4025904.750000 Penalty: 3368.620605
	Iteration 3F: 3 clusters Score -4025905 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4027703.250000 Penalty: 3368.620605
	Iteration 4F: 3 clusters Score -4027703 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -4030197.000000 Penalty: 3368.620605
	Iteration 5F: 3 clusters Score -4030197 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -4032795.000000 Penalty: 3368.620605
	Iteration 6F: 3 clusters Score -4032795 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4034481.500000 Penalty: 3368.620605
	Iteration 7F: 3 clusters Score -4034482 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4035313.750000 Penalty: 3368.620605
	Iteration 8Q: 3 clusters Score -4035314 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4035633.500000 Penalty: 3368.620605
	Iteration 9Q: 3 clusters Score -4035634 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4035747.500000 Penalty: 3368.620605
	Iteration 10Q: 3 clusters Score -4035748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4035840.000000 Penalty: 3368.620605
	Iteration 11Q: 3 clusters Score -4035840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4035865.250000 Penalty: 3368.620605
	Iteration 12Q: 3 clusters Score -4035865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -4035882.500000 Penalty: 3368.620605
	Iteration 13Q: 3 clusters Score -4035882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4035893.250000 Penalty: 3368.620605
	Iteration 14Q: 3 clusters Score -4035893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4035904.000000 Penalty: 3368.620605
	Iteration 15Q: 3 clusters Score -4035904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4035914.750000 Penalty: 3368.620605
	Iteration 16Q: 3 clusters Score -4035915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4035916.750000 Penalty: 3368.620605
	Iteration 17Q: 3 clusters Score -4035917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4035925.000000 Penalty: 3368.620605
	Iteration 18Q: 3 clusters Score -4035925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4035929.250000 Penalty: 3368.620605
	Iteration 19Q: 3 clusters Score -4035929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4035938.000000 Penalty: 3368.620605
	Iteration 20F: 3 clusters Score -4035938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4035941.250000 Penalty: 3368.620605
	Iteration 21Q: 3 clusters Score -4035941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4035948.000000 Penalty: 3368.620605
	Iteration 22Q: 3 clusters Score -4035948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4035952.500000 Penalty: 3368.620605
	Iteration 23Q: 3 clusters Score -4035952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4035953.500000 Penalty: 3368.620605
	Iteration 24Q: 3 clusters Score -4035954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4035960.250000 Penalty: 3368.620605
	Iteration 25Q: 3 clusters Score -4035960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4035968.000000 Penalty: 3368.620605
	Iteration 26Q: 3 clusters Score -4035968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4035966.500000 Penalty: 3368.620605
	Iteration 27Q: 3 clusters Score -4035966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4035965.000000 Penalty: 3368.620605
	Iteration 28Q: 3 clusters Score -4035965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4035965.000000 Penalty: 3368.620605
	Iteration 29F: 3 clusters Score -4035965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99881 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118879 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 10 contains 46351 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 27007 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803224.000000 Penalty: 40969.332031
Iteration 479Q: 20 clusters Score -7.280322e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99884 members 
Mstep: Class 5 contains 105940 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 119366 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 104797 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803736.000000 Penalty: 40969.332031
Iteration 480F: 20 clusters Score -7.280374e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99873 members 
Mstep: Class 5 contains 105928 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118906 members 
Mstep: Class 8 contains 1210 members 
Mstep: Class 9 contains 104852 members 
Mstep: Class 10 contains 46423 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 27449 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804176.000000 Penalty: 40969.332031
Iteration 481Q: 20 clusters Score -7.280418e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99804 members 
Mstep: Class 5 contains 105931 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 118413 members 
Mstep: Class 8 contains 1206 members 
Mstep: Class 9 contains 104983 members 
Mstep: Class 10 contains 46354 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 27695 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 4272 members 
Mstep: Class 16 contains 17678 members 
Mstep: Class 17 contains 5098 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804576.000000 Penalty: 40969.332031
Iteration 482Q: 20 clusters Score -7.280458e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99693 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 117996 members 
Mstep: Class 8 contains 1203 members 
Mstep: Class 9 contains 105164 members 
Mstep: Class 10 contains 46253 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 27908 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 17682 members 
Mstep: Class 17 contains 5371 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805152.000000 Penalty: 40969.332031
Iteration 483Q: 20 clusters Score -7.280515e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99523 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 117632 members 
Mstep: Class 8 contains 1202 members 
Mstep: Class 9 contains 105369 members 
Mstep: Class 10 contains 46161 members 
Mstep: Class 11 contains 6256 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 28108 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 16 contains 17678 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805360.000000 Penalty: 40969.332031
Iteration 484Q: 20 clusters Score -7.280536e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99348 members 
Mstep: Class 5 contains 105929 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 117224 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 105610 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 6216 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 28295 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 17678 members 
Mstep: Class 17 contains 5935 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 31714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805552.000000 Penalty: 40969.332031
Iteration 485Q: 20 clusters Score -7.280555e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99189 members 
Mstep: Class 5 contains 105928 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 116815 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 105916 members 
Mstep: Class 10 contains 45960 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 28494 members 
Mstep: Class 14 contains 1802 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 17691 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805688.000000 Penalty: 40969.332031
Iteration 486Q: 20 clusters Score -7.280569e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 99034 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 116458 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 106181 members 
Mstep: Class 10 contains 45871 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 28673 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 6415 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 31682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805824.000000 Penalty: 40969.332031
Iteration 487Q: 20 clusters Score -7.280582e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 98896 members 
Mstep: Class 5 contains 105930 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 116099 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 106451 members 
Mstep: Class 10 contains 45775 members 
Mstep: Class 11 contains 6032 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 28851 members 
Mstep: Class 14 contains 1802 members 
Mstep: Class 15 contains 4259 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 6635 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805840.000000 Penalty: 40969.332031
Iteration 488Q: 20 clusters Score -7.280584e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 98798 members 
Mstep: Class 5 contains 105924 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 115779 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 106659 members 
Mstep: Class 10 contains 45685 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 29019 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 4262 members 
Mstep: Class 16 contains 17713 members 
Mstep: Class 17 contains 6854 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 31647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805768.000000 Penalty: 40969.332031
Iteration 489Q: 20 clusters Score -7.280577e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 98730 members 
Mstep: Class 5 contains 105918 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 115472 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 106830 members 
Mstep: Class 10 contains 45597 members 
Mstep: Class 11 contains 5914 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 29166 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 17 contains 7088 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805800.000000 Penalty: 40969.332031
Iteration 490Q: 20 clusters Score -7.28058e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 98642 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 115177 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 106976 members 
Mstep: Class 10 contains 45525 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 29336 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 4272 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 7333 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805880.000000 Penalty: 40969.332031
Iteration 491Q: 20 clusters Score -7.280588e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 98581 members 
Mstep: Class 5 contains 105927 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 114910 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 107100 members 
Mstep: Class 10 contains 45460 members 
Mstep: Class 11 contains 5775 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 29484 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 17713 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806040.000000 Penalty: 40969.332031
Iteration 492Q: 20 clusters Score -7.280604e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 98503 members 
Mstep: Class 5 contains 105933 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 114708 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 107194 members 
Mstep: Class 10 contains 45374 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 29609 members 
Mstep: Class 14 contains 1790 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 17719 members 
Mstep: Class 17 contains 7802 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806088.000000 Penalty: 40969.332031
Iteration 493Q: 20 clusters Score -7.280609e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 98399 members 
Mstep: Class 5 contains 105933 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 114568 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 107250 members 
Mstep: Class 10 contains 45330 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 29739 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 4250 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 8035 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 31452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806304.000000 Penalty: 40969.332031
Iteration 494Q: 20 clusters Score -7.28063e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 98274 members 
Mstep: Class 5 contains 105927 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 114515 members 
Mstep: Class 8 contains 1202 members 
Mstep: Class 9 contains 107286 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 29879 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 17 contains 8252 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 31418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806600.000000 Penalty: 40969.332031
Iteration 495Q: 20 clusters Score -7.28066e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 750 members 
Mstep: Class 4 contains 98168 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 114440 members 
Mstep: Class 8 contains 1199 members 
Mstep: Class 9 contains 107328 members 
Mstep: Class 10 contains 45168 members 
Mstep: Class 11 contains 5455 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 30028 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 17 contains 8460 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806752.000000 Penalty: 40969.332031
Iteration 496Q: 20 clusters Score -7.280675e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 98076 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 114318 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 107377 members 
Mstep: Class 10 contains 45109 members 
Mstep: Class 11 contains 5393 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 30175 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 4246 members 
Mstep: Class 16 contains 17716 members 
Mstep: Class 17 contains 8642 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 31348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806944.000000 Penalty: 40969.332031
Iteration 497Q: 20 clusters Score -7.280694e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 97966 members 
Mstep: Class 5 contains 105925 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 114267 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 107409 members 
Mstep: Class 10 contains 45063 members 
Mstep: Class 11 contains 5320 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 30305 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 4240 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 17 contains 8823 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 31301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807088.000000 Penalty: 40969.332031
Iteration 498Q: 20 clusters Score -7.280709e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 97852 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 114235 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 107428 members 
Mstep: Class 10 contains 45023 members 
Mstep: Class 11 contains 5236 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 30412 members 
Mstep: Class 14 contains 1774 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 17 contains 9016 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 31266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807120.000000 Penalty: 40969.332031
Iteration 499Q: 20 clusters Score -7.280712e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 97777 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 114155 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 107439 members 
Mstep: Class 10 contains 44990 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 30537 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 17700 members 
Mstep: Class 17 contains 9200 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 31222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807248.000000 Penalty: 40969.332031
Iteration 500F: 20 clusters Score -7.280725e+07 nChanged 1021
Maximum iterations exceeded
--- Evaluating fit on full set of 1737627 points ---
Entering Unmasked Estep 
Score: -217553008.000000 Penalty: 44361.292969
24->20 Clusters: Score -217553008.000000, best is -219140384.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 579209 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 24084 members 
Mstep: Class 3 contains 24236 members 
Mstep: Class 4 contains 24189 members 
Mstep: Class 5 contains 24069 members 
Mstep: Class 6 contains 24069 members 
Mstep: Class 7 contains 24223 members 
Mstep: Class 8 contains 24062 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 23933 members 
Mstep: Class 11 contains 24271 members 
Mstep: Class 12 contains 24272 members 
Mstep: Class 13 contains 23935 members 
Mstep: Class 14 contains 24138 members 
Mstep: Class 15 contains 24213 members 
Mstep: Class 16 contains 24078 members 
Mstep: Class 17 contains 24565 members 
Mstep: Class 18 contains 24270 members 
Mstep: Class 19 contains 23972 members 
Mstep: Class 20 contains 23803 members 
Mstep: Class 21 contains 23781 members 
Mstep: Class 22 contains 24181 members 
Mstep: Class 23 contains 24248 members 
Mstep: Class 24 contains 24165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 716.773682 but Gain 2156.281250
Score: -69613872.000000 Penalty: 49594.453125
Iteration 0F: 24 clusters Score -6.961387e+07 nChanged 554721
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 2 contains 43645 members 
Mstep: Class 3 contains 5198 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 66578 members 
Mstep: Class 7 contains 88924 members 
Mstep: Class 8 contains 1154 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 696 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 25324 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 42535 members 
Mstep: Class 18 contains 131802 members 
Mstep: Class 19 contains 1185 members 
Mstep: Class 20 contains 6868 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 10548 members 
Mstep: Class 23 contains 109137 members 
Mstep: Class 24 contains 7387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 746.340637 but Gain 2156.281250
Score: -72055240.000000 Penalty: 47438.171875
Iteration 1F: 23 clusters Score -7.205524e+07 nChanged 141503
Entering Unmasked Mstep 
Mstep: Class 0 contains 711 members 
Mstep: Class 2 contains 35359 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 71274 members 
Mstep: Class 7 contains 81940 members 
Mstep: Class 8 contains 575 members 
Mstep: Class 9 contains 7186 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 19833 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 17 contains 31499 members 
Mstep: Class 18 contains 160244 members 
Mstep: Class 20 contains 3887 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 133191 members 
Mstep: Class 24 contains 5732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 664.811768 but Gain 2156.281250
Score: -72202560.000000 Penalty: 45281.890625
Iteration 2F: 22 clusters Score -7.220256e+07 nChanged 124490
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 2 contains 28678 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 377 members 
Mstep: Class 6 contains 75361 members 
Mstep: Class 7 contains 85434 members 
Mstep: Class 9 contains 7880 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 898 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 14 contains 15426 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 25127 members 
Mstep: Class 18 contains 160662 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 3245 members 
Mstep: Class 22 contains 5212 members 
Mstep: Class 23 contains 149336 members 
Mstep: Class 24 contains 6203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1067.480103 but Gain 2156.281250
Score: -72294848.000000 Penalty: 43125.609375
Iteration 3F: 21 clusters Score -7.229485e+07 nChanged 108416
Entering Unmasked Mstep 
Mstep: Class 0 contains 455 members 
Mstep: Class 2 contains 24785 members 
Mstep: Class 3 contains 2226 members 
Mstep: Class 4 contains 1293 members 
Mstep: Class 5 contains 403 members 
Mstep: Class 6 contains 84637 members 
Mstep: Class 7 contains 103271 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 14 contains 13079 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 356 members 
Mstep: Class 17 contains 22497 members 
Mstep: Class 18 contains 140959 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 4312 members 
Mstep: Class 23 contains 152681 members 
Mstep: Class 24 contains 8224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1251.796875 but Gain 2156.277344
Score: -72395856.000000 Penalty: 40969.332031
Iteration 4F: 20 clusters Score -7.239586e+07 nChanged 99788
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 2 contains 21373 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 1009 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 98892 members 
Mstep: Class 7 contains 125179 members 
Mstep: Class 9 contains 7475 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 14 contains 10597 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 400 members 
Mstep: Class 17 contains 19195 members 
Mstep: Class 18 contains 126279 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 3157 members 
Mstep: Class 23 contains 140825 members 
Mstep: Class 24 contains 11188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1125.563110 but Gain 2156.281250
Score: -72497408.000000 Penalty: 38813.050781
Iteration 5F: 19 clusters Score -7.249741e+07 nChanged 91007
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 2 contains 18191 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 120844 members 
Mstep: Class 7 contains 142790 members 
Mstep: Class 9 contains 7184 members 
Mstep: Class 10 contains 3535 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 14 contains 7526 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 111000 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 1723 members 
Mstep: Class 22 contains 2106 members 
Mstep: Class 23 contains 127127 members 
Mstep: Class 24 contains 14438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1629.372681 but Gain 2156.281250
Score: -72562992.000000 Penalty: 36656.769531
Iteration 6F: 18 clusters Score -7.256299e+07 nChanged 83852
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 2 contains 16110 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 146838 members 
Mstep: Class 7 contains 154624 members 
Mstep: Class 9 contains 7083 members 
Mstep: Class 10 contains 3839 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 14 contains 5038 members 
Mstep: Class 16 contains 456 members 
Mstep: Class 17 contains 12028 members 
Mstep: Class 18 contains 93072 members 
Mstep: Class 20 contains 1892 members 
Mstep: Class 21 contains 1606 members 
Mstep: Class 22 contains 1440 members 
Mstep: Class 23 contains 115114 members 
Mstep: Class 24 contains 17173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1410.214111 but Gain 2156.281250
Score: -72576904.000000 Penalty: 34500.488281
Iteration 7F: 17 clusters Score -7.25769e+07 nChanged 63647
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 2 contains 14424 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 5 contains 435 members 
Mstep: Class 6 contains 159460 members 
Mstep: Class 7 contains 161139 members 
Mstep: Class 9 contains 7375 members 
Mstep: Class 10 contains 3992 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 14 contains 3576 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 11631 members 
Mstep: Class 18 contains 81530 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 1896 members 
Mstep: Class 23 contains 109705 members 
Mstep: Class 24 contains 19224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1669.811890 but Gain 2156.279297
Score: -72588048.000000 Penalty: 32344.208984
Iteration 8F: 16 clusters Score -7.258805e+07 nChanged 46717
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 2 contains 13083 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 162885 members 
Mstep: Class 7 contains 162799 members 
Mstep: Class 9 contains 8152 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 16 contains 485 members 
Mstep: Class 17 contains 12842 members 
Mstep: Class 18 contains 77080 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 2345 members 
Mstep: Class 23 contains 107814 members 
Mstep: Class 24 contains 20859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72611352.000000 Penalty: 32344.208984
Iteration 9F: 16 clusters Score -7.261135e+07 nChanged 36945
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 2 contains 12057 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 163947 members 
Mstep: Class 7 contains 159701 members 
Mstep: Class 9 contains 8840 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 16 contains 498 members 
Mstep: Class 17 contains 14830 members 
Mstep: Class 18 contains 76832 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 2977 members 
Mstep: Class 23 contains 106672 members 
Mstep: Class 24 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2019.153564 but Gain 2156.281250
Score: -72634536.000000 Penalty: 30187.927734
Iteration 10F: 15 clusters Score -7.263454e+07 nChanged 31832
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 2 contains 11358 members 
Mstep: Class 5 contains 537 members 
Mstep: Class 6 contains 163864 members 
Mstep: Class 7 contains 155113 members 
Mstep: Class 9 contains 9547 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 16 contains 514 members 
Mstep: Class 17 contains 17133 members 
Mstep: Class 18 contains 79142 members 
Mstep: Class 20 contains 2821 members 
Mstep: Class 21 contains 3794 members 
Mstep: Class 23 contains 106104 members 
Mstep: Class 24 contains 23684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72658128.000000 Penalty: 30187.927734
Iteration 11F: 15 clusters Score -7.265813e+07 nChanged 24824
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 2 contains 10620 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 161676 members 
Mstep: Class 7 contains 149621 members 
Mstep: Class 9 contains 10239 members 
Mstep: Class 10 contains 4392 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 16 contains 523 members 
Mstep: Class 17 contains 19369 members 
Mstep: Class 18 contains 82765 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 4667 members 
Mstep: Class 23 contains 105997 members 
Mstep: Class 24 contains 24558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72675312.000000 Penalty: 30187.927734
Iteration 12Q: 15 clusters Score -7.267531e+07 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 2 contains 9973 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 158761 members 
Mstep: Class 7 contains 144106 members 
Mstep: Class 9 contains 10933 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 21541 members 
Mstep: Class 18 contains 86964 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 23 contains 106234 members 
Mstep: Class 24 contains 25194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72689040.000000 Penalty: 30187.927734
Iteration 13Q: 15 clusters Score -7.268904e+07 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 2 contains 9352 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 155454 members 
Mstep: Class 7 contains 138773 members 
Mstep: Class 9 contains 11531 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 16 contains 533 members 
Mstep: Class 17 contains 23590 members 
Mstep: Class 18 contains 91591 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 23 contains 106591 members 
Mstep: Class 24 contains 25684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72700160.000000 Penalty: 30187.927734
Iteration 14Q: 15 clusters Score -7.270016e+07 nChanged 15240
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 152193 members 
Mstep: Class 7 contains 133776 members 
Mstep: Class 9 contains 12105 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 16 contains 530 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 96111 members 
Mstep: Class 20 contains 3611 members 
Mstep: Class 21 contains 7831 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 26095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72710280.000000 Penalty: 30187.927734
Iteration 15Q: 15 clusters Score -7.271028e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 5 contains 568 members 
Mstep: Class 6 contains 149007 members 
Mstep: Class 7 contains 129381 members 
Mstep: Class 9 contains 12602 members 
Mstep: Class 10 contains 3943 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 16 contains 530 members 
Mstep: Class 17 contains 27301 members 
Mstep: Class 18 contains 100261 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 23 contains 107254 members 
Mstep: Class 24 contains 26492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72718416.000000 Penalty: 30187.927734
Iteration 16Q: 15 clusters Score -7.271842e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 5 contains 569 members 
Mstep: Class 6 contains 145975 members 
Mstep: Class 7 contains 125623 members 
Mstep: Class 9 contains 13070 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 16 contains 531 members 
Mstep: Class 17 contains 29105 members 
Mstep: Class 18 contains 103632 members 
Mstep: Class 20 contains 3651 members 
Mstep: Class 21 contains 10123 members 
Mstep: Class 23 contains 107524 members 
Mstep: Class 24 contains 26920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72724704.000000 Penalty: 30187.927734
Iteration 17Q: 15 clusters Score -7.27247e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 5 contains 569 members 
Mstep: Class 6 contains 143345 members 
Mstep: Class 7 contains 122283 members 
Mstep: Class 9 contains 13499 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 16 contains 531 members 
Mstep: Class 17 contains 30860 members 
Mstep: Class 18 contains 106230 members 
Mstep: Class 20 contains 3601 members 
Mstep: Class 21 contains 11342 members 
Mstep: Class 23 contains 107785 members 
Mstep: Class 24 contains 27287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72730224.000000 Penalty: 30187.927734
Iteration 18Q: 15 clusters Score -7.273022e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 2 contains 6662 members 
Mstep: Class 5 contains 569 members 
Mstep: Class 6 contains 141248 members 
Mstep: Class 7 contains 119227 members 
Mstep: Class 9 contains 13892 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 16 contains 533 members 
Mstep: Class 17 contains 32593 members 
Mstep: Class 18 contains 108089 members 
Mstep: Class 20 contains 3544 members 
Mstep: Class 21 contains 12520 members 
Mstep: Class 23 contains 107993 members 
Mstep: Class 24 contains 27617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72735152.000000 Penalty: 30187.927734
Iteration 19Q: 15 clusters Score -7.273515e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 2 contains 6289 members 
Mstep: Class 5 contains 568 members 
Mstep: Class 6 contains 139278 members 
Mstep: Class 7 contains 116519 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 34281 members 
Mstep: Class 18 contains 109577 members 
Mstep: Class 20 contains 3501 members 
Mstep: Class 21 contains 13654 members 
Mstep: Class 23 contains 108165 members 
Mstep: Class 24 contains 27937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72740128.000000 Penalty: 30187.927734
Iteration 20F: 15 clusters Score -7.274013e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 6 contains 137323 members 
Mstep: Class 7 contains 114091 members 
Mstep: Class 9 contains 14580 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 35934 members 
Mstep: Class 18 contains 110751 members 
Mstep: Class 20 contains 3438 members 
Mstep: Class 21 contains 14948 members 
Mstep: Class 23 contains 108287 members 
Mstep: Class 24 contains 28218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72745000.000000 Penalty: 30187.927734
Iteration 21Q: 15 clusters Score -7.2745e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 135658 members 
Mstep: Class 7 contains 111738 members 
Mstep: Class 9 contains 14869 members 
Mstep: Class 10 contains 3432 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 16 contains 552 members 
Mstep: Class 17 contains 37600 members 
Mstep: Class 18 contains 111515 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 16292 members 
Mstep: Class 23 contains 108374 members 
Mstep: Class 24 contains 28479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72749224.000000 Penalty: 30187.927734
Iteration 22Q: 15 clusters Score -7.274922e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 134051 members 
Mstep: Class 7 contains 109612 members 
Mstep: Class 9 contains 15153 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 16 contains 552 members 
Mstep: Class 17 contains 39383 members 
Mstep: Class 18 contains 111900 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 17588 members 
Mstep: Class 23 contains 108443 members 
Mstep: Class 24 contains 28728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72752888.000000 Penalty: 30187.927734
Iteration 23Q: 15 clusters Score -7.275289e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 132416 members 
Mstep: Class 7 contains 107828 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 41151 members 
Mstep: Class 18 contains 112034 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 18859 members 
Mstep: Class 23 contains 108474 members 
Mstep: Class 24 contains 28973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72756520.000000 Penalty: 30187.927734
Iteration 24Q: 15 clusters Score -7.275652e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 130901 members 
Mstep: Class 7 contains 106227 members 
Mstep: Class 9 contains 15660 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 42913 members 
Mstep: Class 18 contains 111906 members 
Mstep: Class 20 contains 3190 members 
Mstep: Class 21 contains 20145 members 
Mstep: Class 23 contains 108455 members 
Mstep: Class 24 contains 29244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72759648.000000 Penalty: 30187.927734
Iteration 25Q: 15 clusters Score -7.275965e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 129520 members 
Mstep: Class 7 contains 104541 members 
Mstep: Class 9 contains 15889 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 44660 members 
Mstep: Class 18 contains 111728 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 21455 members 
Mstep: Class 23 contains 108417 members 
Mstep: Class 24 contains 29532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72762464.000000 Penalty: 30187.927734
Iteration 26Q: 15 clusters Score -7.276246e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 4563 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 128129 members 
Mstep: Class 7 contains 102819 members 
Mstep: Class 9 contains 16102 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 46459 members 
Mstep: Class 18 contains 111553 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 22736 members 
Mstep: Class 23 contains 108391 members 
Mstep: Class 24 contains 29847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72764896.000000 Penalty: 30187.927734
Iteration 27Q: 15 clusters Score -7.27649e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 127021 members 
Mstep: Class 7 contains 100949 members 
Mstep: Class 9 contains 16275 members 
Mstep: Class 10 contains 3299 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 48261 members 
Mstep: Class 18 contains 111350 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 23901 members 
Mstep: Class 23 contains 108345 members 
Mstep: Class 24 contains 30194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72767256.000000 Penalty: 30187.927734
Iteration 28Q: 15 clusters Score -7.276726e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 4207 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 125850 members 
Mstep: Class 7 contains 98975 members 
Mstep: Class 9 contains 16474 members 
Mstep: Class 10 contains 3273 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 50252 members 
Mstep: Class 18 contains 111191 members 
Mstep: Class 20 contains 2973 members 
Mstep: Class 21 contains 24989 members 
Mstep: Class 23 contains 108306 members 
Mstep: Class 24 contains 30507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72769384.000000 Penalty: 30187.927734
Iteration 29Q: 15 clusters Score -7.276938e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 124665 members 
Mstep: Class 7 contains 97072 members 
Mstep: Class 9 contains 16650 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 11 contains 864 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 52371 members 
Mstep: Class 18 contains 110892 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 26043 members 
Mstep: Class 23 contains 108242 members 
Mstep: Class 24 contains 30849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72771512.000000 Penalty: 30187.927734
Iteration 30Q: 15 clusters Score -7.277151e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 123583 members 
Mstep: Class 7 contains 95129 members 
Mstep: Class 9 contains 16817 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 54507 members 
Mstep: Class 18 contains 110596 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 27016 members 
Mstep: Class 23 contains 108191 members 
Mstep: Class 24 contains 31149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72773688.000000 Penalty: 30187.927734
Iteration 31Q: 15 clusters Score -7.277369e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 3781 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 122615 members 
Mstep: Class 7 contains 93285 members 
Mstep: Class 9 contains 16960 members 
Mstep: Class 10 contains 3214 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 56640 members 
Mstep: Class 18 contains 110183 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 27955 members 
Mstep: Class 23 contains 108122 members 
Mstep: Class 24 contains 31416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72775616.000000 Penalty: 30187.927734
Iteration 32Q: 15 clusters Score -7.277562e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 121792 members 
Mstep: Class 7 contains 91588 members 
Mstep: Class 9 contains 17099 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 58672 members 
Mstep: Class 18 contains 109732 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 28796 members 
Mstep: Class 23 contains 108070 members 
Mstep: Class 24 contains 31640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72776904.000000 Penalty: 30187.927734
Iteration 33Q: 15 clusters Score -7.27769e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 3557 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 120969 members 
Mstep: Class 7 contains 89985 members 
Mstep: Class 9 contains 17226 members 
Mstep: Class 10 contains 3174 members 
Mstep: Class 11 contains 866 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 60630 members 
Mstep: Class 18 contains 109318 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 29584 members 
Mstep: Class 23 contains 108013 members 
Mstep: Class 24 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72778208.000000 Penalty: 30187.927734
Iteration 34Q: 15 clusters Score -7.277821e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 120135 members 
Mstep: Class 7 contains 88420 members 
Mstep: Class 9 contains 17377 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 866 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 62653 members 
Mstep: Class 18 contains 108903 members 
Mstep: Class 20 contains 2671 members 
Mstep: Class 21 contains 30286 members 
Mstep: Class 23 contains 107939 members 
Mstep: Class 24 contains 31971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72779504.000000 Penalty: 30187.927734
Iteration 35Q: 15 clusters Score -7.27795e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 119327 members 
Mstep: Class 7 contains 86911 members 
Mstep: Class 9 contains 17541 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 866 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 64582 members 
Mstep: Class 18 contains 108553 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 30910 members 
Mstep: Class 23 contains 107871 members 
Mstep: Class 24 contains 32133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72780632.000000 Penalty: 30187.927734
Iteration 36Q: 15 clusters Score -7.278063e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 118541 members 
Mstep: Class 7 contains 85411 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 3146 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 66491 members 
Mstep: Class 18 contains 108248 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 31472 members 
Mstep: Class 23 contains 107821 members 
Mstep: Class 24 contains 32340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72781600.000000 Penalty: 30187.927734
Iteration 37Q: 15 clusters Score -7.27816e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 3169 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 117796 members 
Mstep: Class 7 contains 84015 members 
Mstep: Class 9 contains 17841 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 68350 members 
Mstep: Class 18 contains 107953 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 23 contains 107729 members 
Mstep: Class 24 contains 32504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72782616.000000 Penalty: 30187.927734
Iteration 38Q: 15 clusters Score -7.278262e+07 nChanged 4438
Entering ConstructFrom: 
Score: -72782616.000000 Penalty: 30187.927734
Entering ConstructFrom: 
Trying to split cluster 2 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -400200.218750 Penalty: 1305.416748
	Iteration 0F: 2 clusters Score -400200.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -397388.593750 Penalty: 2610.833496
	Iteration 0F: 3 clusters Score -397388.6 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -398025.718750 Penalty: 2610.833496
	Iteration 1F: 3 clusters Score -398025.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -398139.812500 Penalty: 2610.833496
	Iteration 2F: 3 clusters Score -398139.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -398216.250000 Penalty: 2610.833496
	Iteration 3Q: 3 clusters Score -398216.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -398282.781250 Penalty: 2610.833496
	Iteration 4Q: 3 clusters Score -398282.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -398331.437500 Penalty: 2610.833496
	Iteration 5Q: 3 clusters Score -398331.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -398363.781250 Penalty: 2610.833496
	Iteration 6Q: 3 clusters Score -398363.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -398385.281250 Penalty: 2610.833496
	Iteration 7Q: 3 clusters Score -398385.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -398405.187500 Penalty: 2610.833496
	Iteration 8Q: 3 clusters Score -398405.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -398427.000000 Penalty: 2610.833496
	Iteration 9Q: 3 clusters Score -398427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -398458.375000 Penalty: 2610.833496
	Iteration 10Q: 3 clusters Score -398458.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -398495.156250 Penalty: 2610.833496
	Iteration 11Q: 3 clusters Score -398495.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -398528.031250 Penalty: 2610.833496
	Iteration 12Q: 3 clusters Score -398528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -398557.781250 Penalty: 2610.833496
	Iteration 13Q: 3 clusters Score -398557.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -398589.937500 Penalty: 2610.833496
	Iteration 14Q: 3 clusters Score -398589.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -398624.406250 Penalty: 2610.833496
	Iteration 15Q: 3 clusters Score -398624.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -398661.562500 Penalty: 2610.833496
	Iteration 16Q: 3 clusters Score -398661.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -398696.937500 Penalty: 2610.833496
	Iteration 17Q: 3 clusters Score -398696.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -398730.531250 Penalty: 2610.833496
	Iteration 18Q: 3 clusters Score -398730.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -398761.750000 Penalty: 2610.833496
	Iteration 19Q: 3 clusters Score -398761.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -398800.562500 Penalty: 2610.833496
	Iteration 20F: 3 clusters Score -398800.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -398835.875000 Penalty: 2610.833496
	Iteration 21Q: 3 clusters Score -398835.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -398862.812500 Penalty: 2610.833496
	Iteration 22Q: 3 clusters Score -398862.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -398882.156250 Penalty: 2610.833496
	Iteration 23Q: 3 clusters Score -398882.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -398904.843750 Penalty: 2610.833496
	Iteration 24Q: 3 clusters Score -398904.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -398926.000000 Penalty: 2610.833496
	Iteration 25Q: 3 clusters Score -398926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -398941.812500 Penalty: 2610.833496
	Iteration 26Q: 3 clusters Score -398941.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -398955.062500 Penalty: 2610.833496
	Iteration 27Q: 3 clusters Score -398955.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -398971.062500 Penalty: 2610.833496
	Iteration 28Q: 3 clusters Score -398971.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -398988.562500 Penalty: 2610.833496
	Iteration 29Q: 3 clusters Score -398988.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -398999.375000 Penalty: 2610.833496
	Iteration 30Q: 3 clusters Score -398999.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -399010.593750 Penalty: 2610.833496
	Iteration 31Q: 3 clusters Score -399010.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -399016.937500 Penalty: 2610.833496
	Iteration 32Q: 3 clusters Score -399016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -399025.937500 Penalty: 2610.833496
	Iteration 33Q: 3 clusters Score -399025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -399031.125000 Penalty: 2610.833496
	Iteration 34Q: 3 clusters Score -399031.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -399035.937500 Penalty: 2610.833496
	Iteration 35Q: 3 clusters Score -399035.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -399048.343750 Penalty: 2610.833496
	Iteration 36Q: 3 clusters Score -399048.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -399062.062500 Penalty: 2610.833496
	Iteration 37Q: 3 clusters Score -399062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -399068.468750 Penalty: 2610.833496
	Iteration 38Q: 3 clusters Score -399068.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -399075.875000 Penalty: 2610.833496
	Iteration 39Q: 3 clusters Score -399075.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -399086.531250 Penalty: 2610.833496
	Iteration 40F: 3 clusters Score -399086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -399090.875000 Penalty: 2610.833496
	Iteration 41Q: 3 clusters Score -399090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -399095.062500 Penalty: 2610.833496
	Iteration 42Q: 3 clusters Score -399095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -399097.625000 Penalty: 2610.833496
	Iteration 43Q: 3 clusters Score -399097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -399099.031250 Penalty: 2610.833496
	Iteration 44Q: 3 clusters Score -399099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -399101.156250 Penalty: 2610.833496
	Iteration 45Q: 3 clusters Score -399101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -399102.937500 Penalty: 2610.833496
	Iteration 46Q: 3 clusters Score -399102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -399102.937500 Penalty: 2610.833496
	Iteration 47F: 3 clusters Score -399102.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -35649.984375 Penalty: 1030.021484
	Iteration 0F: 2 clusters Score -35649.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34988.046875 Penalty: 2060.042969
	Iteration 0F: 3 clusters Score -34988.05 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36258.843750 Penalty: 2060.042969
	Iteration 1F: 3 clusters Score -36258.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36827.832031 Penalty: 2060.042969
	Iteration 2F: 3 clusters Score -36827.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37012.292969 Penalty: 2060.042969
	Iteration 3Q: 3 clusters Score -37012.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37084.394531 Penalty: 2060.042969
	Iteration 4Q: 3 clusters Score -37084.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37121.367188 Penalty: 2060.042969
	Iteration 5Q: 3 clusters Score -37121.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37133.234375 Penalty: 2060.042969
	Iteration 6Q: 3 clusters Score -37133.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37150.128906 Penalty: 2060.042969
	Iteration 7Q: 3 clusters Score -37150.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37158.425781 Penalty: 2060.042969
	Iteration 8Q: 3 clusters Score -37158.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37164.906250 Penalty: 2060.042969
	Iteration 9Q: 3 clusters Score -37164.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37167.242188 Penalty: 2060.042969
	Iteration 10F: 3 clusters Score -37167.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37176.199219 Penalty: 2060.042969
	Iteration 11Q: 3 clusters Score -37176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37179.292969 Penalty: 2060.042969
	Iteration 12Q: 3 clusters Score -37179.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37182.449219 Penalty: 2060.042969
	Iteration 13Q: 3 clusters Score -37182.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37187.246094 Penalty: 2060.042969
	Iteration 14Q: 3 clusters Score -37187.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37187.246094 Penalty: 2060.042969
	Iteration 15F: 3 clusters Score -37187.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 117088 members 
Mstep: Class 7 contains 82757 members 
Mstep: Class 9 contains 17982 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 70117 members 
Mstep: Class 18 contains 107697 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 32370 members 
Mstep: Class 23 contains 107631 members 
Mstep: Class 24 contains 32640 members 
Entering Unmasked Estep 
Score: -72783736.000000 Penalty: 32344.208984
Splitting cluster 5 changes total score from -72782616.000000 to -72783736.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (117088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117088 members 
Entering Unmasked Estep 
Score: -14939898.000000 Penalty: 1896.485718
	Iteration 0F: 2 clusters Score -1.49399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -14872793.000000 Penalty: 3792.971436
	Iteration 0F: 3 clusters Score -1.487279e+07 nChanged 56008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -14906484.000000 Penalty: 3792.971436
	Iteration 1F: 3 clusters Score -1.490648e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -14908454.000000 Penalty: 3792.971436
	Iteration 2Q: 3 clusters Score -1.490845e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -14911110.000000 Penalty: 3792.971436
	Iteration 3Q: 3 clusters Score -1.491111e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -14915305.000000 Penalty: 3792.971436
	Iteration 4F: 3 clusters Score -1.49153e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -14920518.000000 Penalty: 3792.971436
	Iteration 5F: 3 clusters Score -1.492052e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -14926557.000000 Penalty: 3792.971436
	Iteration 6F: 3 clusters Score -1.492656e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -14932546.000000 Penalty: 3792.971436
	Iteration 7F: 3 clusters Score -1.493255e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -14936996.000000 Penalty: 3792.971436
	Iteration 8F: 3 clusters Score -1.4937e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -14939590.000000 Penalty: 3792.971436
	Iteration 9Q: 3 clusters Score -1.493959e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -14940904.000000 Penalty: 3792.971436
	Iteration 10Q: 3 clusters Score -1.49409e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -14941838.000000 Penalty: 3792.971436
	Iteration 11Q: 3 clusters Score -1.494184e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -14942514.000000 Penalty: 3792.971436
	Iteration 12Q: 3 clusters Score -1.494251e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -14943026.000000 Penalty: 3792.971436
	Iteration 13Q: 3 clusters Score -1.494303e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -14943400.000000 Penalty: 3792.971436
	Iteration 14Q: 3 clusters Score -1.49434e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 101893 members 
Entering Unmasked Estep 
Score: -14943498.000000 Penalty: 3792.971436
	Iteration 15Q: 3 clusters Score -1.49435e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -14943613.000000 Penalty: 3792.971436
	Iteration 16Q: 3 clusters Score -1.494361e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -14943653.000000 Penalty: 3792.971436
	Iteration 17Q: 3 clusters Score -1.494365e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
Score: -14943665.000000 Penalty: 3792.971436
	Iteration 18Q: 3 clusters Score -1.494366e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -14943721.000000 Penalty: 3792.971436
	Iteration 19Q: 3 clusters Score -1.494372e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -14943681.000000 Penalty: 3792.971436
	Iteration 20F: 3 clusters Score -1.494368e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 106817 members 
Entering Unmasked Estep 
Score: -14943688.000000 Penalty: 3792.971436
	Iteration 21Q: 3 clusters Score -1.494369e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -14943753.000000 Penalty: 3792.971436
	Iteration 22Q: 3 clusters Score -1.494375e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -14943774.000000 Penalty: 3792.971436
	Iteration 23Q: 3 clusters Score -1.494377e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 108198 members 
Entering Unmasked Estep 
Score: -14943863.000000 Penalty: 3792.971436
	Iteration 24Q: 3 clusters Score -1.494386e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -14943911.000000 Penalty: 3792.971436
	Iteration 25Q: 3 clusters Score -1.494391e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -14943884.000000 Penalty: 3792.971436
	Iteration 26Q: 3 clusters Score -1.494388e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 108916 members 
Entering Unmasked Estep 
Score: -14943844.000000 Penalty: 3792.971436
	Iteration 27Q: 3 clusters Score -1.494384e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -14943897.000000 Penalty: 3792.971436
	Iteration 28Q: 3 clusters Score -1.49439e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -14943890.000000 Penalty: 3792.971436
	Iteration 29Q: 3 clusters Score -1.494389e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 109262 members 
Entering Unmasked Estep 
Score: -14943876.000000 Penalty: 3792.971436
	Iteration 30Q: 3 clusters Score -1.494388e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -14943855.000000 Penalty: 3792.971436
	Iteration 31Q: 3 clusters Score -1.494386e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -14943865.000000 Penalty: 3792.971436
	Iteration 32Q: 3 clusters Score -1.494386e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -14943880.000000 Penalty: 3792.971436
	Iteration 33Q: 3 clusters Score -1.494388e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -14943914.000000 Penalty: 3792.971436
	Iteration 34Q: 3 clusters Score -1.494391e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 109521 members 
Entering Unmasked Estep 
Score: -14943916.000000 Penalty: 3792.971436
	Iteration 35Q: 3 clusters Score -1.494392e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 109539 members 
Entering Unmasked Estep 
Score: -14943902.000000 Penalty: 3792.971436
	Iteration 36Q: 3 clusters Score -1.49439e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 109544 members 
Entering Unmasked Estep 
Score: -14943897.000000 Penalty: 3792.971436
	Iteration 37Q: 3 clusters Score -1.49439e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -14943891.000000 Penalty: 3792.971436
	Iteration 38Q: 3 clusters Score -1.494389e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 109573 members 
Entering Unmasked Estep 
Score: -14943880.000000 Penalty: 3792.971436
	Iteration 39Q: 3 clusters Score -1.494388e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 109594 members 
Entering Unmasked Estep 
Score: -14943861.000000 Penalty: 3792.971436
	Iteration 40F: 3 clusters Score -1.494386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 109597 members 
Entering Unmasked Estep 
Score: -14943862.000000 Penalty: 3792.971436
	Iteration 41Q: 3 clusters Score -1.494386e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -14943873.000000 Penalty: 3792.971436
	Iteration 42Q: 3 clusters Score -1.494387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 109606 members 
Entering Unmasked Estep 
Score: -14943864.000000 Penalty: 3792.971436
	Iteration 43Q: 3 clusters Score -1.494386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -14943839.000000 Penalty: 3792.971436
	Iteration 44Q: 3 clusters Score -1.494384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -14943844.000000 Penalty: 3792.971436
	Iteration 45Q: 3 clusters Score -1.494384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
Score: -14943847.000000 Penalty: 3792.971436
	Iteration 46Q: 3 clusters Score -1.494385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
Score: -14943825.000000 Penalty: 3792.971436
	Iteration 47Q: 3 clusters Score -1.494382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -14943829.000000 Penalty: 3792.971436
	Iteration 48Q: 3 clusters Score -1.494383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -14943841.000000 Penalty: 3792.971436
	Iteration 49Q: 3 clusters Score -1.494384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -14943848.000000 Penalty: 3792.971436
	Iteration 50Q: 3 clusters Score -1.494385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 109656 members 
Entering Unmasked Estep 
Score: -14943841.000000 Penalty: 3792.971436
	Iteration 51Q: 3 clusters Score -1.494384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -14943841.000000 Penalty: 3792.971436
	Iteration 52Q: 3 clusters Score -1.494384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -14943823.000000 Penalty: 3792.971436
	Iteration 53Q: 3 clusters Score -1.494382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 109670 members 
Entering Unmasked Estep 
Score: -14943821.000000 Penalty: 3792.971436
	Iteration 54Q: 3 clusters Score -1.494382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 109677 members 
Entering Unmasked Estep 
Score: -14943812.000000 Penalty: 3792.971436
	Iteration 55Q: 3 clusters Score -1.494381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 109685 members 
Entering Unmasked Estep 
Score: -14943813.000000 Penalty: 3792.971436
	Iteration 56Q: 3 clusters Score -1.494381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 109694 members 
Entering Unmasked Estep 
Score: -14943809.000000 Penalty: 3792.971436
	Iteration 57Q: 3 clusters Score -1.494381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -14943816.000000 Penalty: 3792.971436
	Iteration 58Q: 3 clusters Score -1.494382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -14943815.000000 Penalty: 3792.971436
	Iteration 59Q: 3 clusters Score -1.494382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -14943819.000000 Penalty: 3792.971436
	Iteration 60F: 3 clusters Score -1.494382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -14943834.000000 Penalty: 3792.971436
	Iteration 61Q: 3 clusters Score -1.494383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -14943834.000000 Penalty: 3792.971436
	Iteration 62Q: 3 clusters Score -1.494383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -14943842.000000 Penalty: 3792.971436
	Iteration 63Q: 3 clusters Score -1.494384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -14943850.000000 Penalty: 3792.971436
	Iteration 64Q: 3 clusters Score -1.494385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -14943835.000000 Penalty: 3792.971436
	Iteration 65Q: 3 clusters Score -1.494384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -14943842.000000 Penalty: 3792.971436
	Iteration 66Q: 3 clusters Score -1.494384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -14943842.000000 Penalty: 3792.971436
	Iteration 67F: 3 clusters Score -1.494384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 109711 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 7377 members 
Mstep: Class 7 contains 82757 members 
Mstep: Class 9 contains 17982 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 865 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 70117 members 
Mstep: Class 18 contains 107697 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 32370 members 
Mstep: Class 23 contains 107631 members 
Mstep: Class 24 contains 32640 members 
Entering Unmasked Estep 
Score: -72787528.000000 Penalty: 34500.488281
Splitting cluster 6 changes total score from -72782616.000000 to -72787528.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (82757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Entering Unmasked Estep 
Score: -10572398.000000 Penalty: 1840.095337
	Iteration 0F: 2 clusters Score -1.05724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -10519119.000000 Penalty: 3680.190674
	Iteration 0F: 3 clusters Score -1.051912e+07 nChanged 39295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -10541697.000000 Penalty: 3680.190674
	Iteration 1F: 3 clusters Score -1.05417e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -10542299.000000 Penalty: 3680.190674
	Iteration 2Q: 3 clusters Score -1.05423e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -10543015.000000 Penalty: 3680.190674
	Iteration 3Q: 3 clusters Score -1.054302e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -10543991.000000 Penalty: 3680.190674
	Iteration 4Q: 3 clusters Score -1.054399e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -10545550.000000 Penalty: 3680.190674
	Iteration 5Q: 3 clusters Score -1.054555e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -10548018.000000 Penalty: 3680.190674
	Iteration 6Q: 3 clusters Score -1.054802e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -10551951.000000 Penalty: 3680.190674
	Iteration 7F: 3 clusters Score -1.055195e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -10556611.000000 Penalty: 3680.190674
	Iteration 8F: 3 clusters Score -1.055661e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -10560523.000000 Penalty: 3680.190674
	Iteration 9F: 3 clusters Score -1.056052e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -10562251.000000 Penalty: 3680.190674
	Iteration 10Q: 3 clusters Score -1.056225e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -10562881.000000 Penalty: 3680.190674
	Iteration 11Q: 3 clusters Score -1.056288e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -10563242.000000 Penalty: 3680.190674
	Iteration 12Q: 3 clusters Score -1.056324e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -10563596.000000 Penalty: 3680.190674
	Iteration 13Q: 3 clusters Score -1.05636e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -10563901.000000 Penalty: 3680.190674
	Iteration 14Q: 3 clusters Score -1.05639e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -10564111.000000 Penalty: 3680.190674
	Iteration 15Q: 3 clusters Score -1.056411e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -10564339.000000 Penalty: 3680.190674
	Iteration 16Q: 3 clusters Score -1.056434e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -10564582.000000 Penalty: 3680.190674
	Iteration 17Q: 3 clusters Score -1.056458e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -10564830.000000 Penalty: 3680.190674
	Iteration 18Q: 3 clusters Score -1.056483e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -10565104.000000 Penalty: 3680.190674
	Iteration 19Q: 3 clusters Score -1.05651e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -10565299.000000 Penalty: 3680.190674
	Iteration 20F: 3 clusters Score -1.05653e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -10565570.000000 Penalty: 3680.190674
	Iteration 21Q: 3 clusters Score -1.056557e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -10565739.000000 Penalty: 3680.190674
	Iteration 22Q: 3 clusters Score -1.056574e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -10565975.000000 Penalty: 3680.190674
	Iteration 23Q: 3 clusters Score -1.056598e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -10566206.000000 Penalty: 3680.190674
	Iteration 24Q: 3 clusters Score -1.056621e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 67008 members 
Entering Unmasked Estep 
Score: -10566381.000000 Penalty: 3680.190674
	Iteration 25Q: 3 clusters Score -1.056638e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -10566615.000000 Penalty: 3680.190674
	Iteration 26Q: 3 clusters Score -1.056662e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -10566865.000000 Penalty: 3680.190674
	Iteration 27Q: 3 clusters Score -1.056686e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -10567114.000000 Penalty: 3680.190674
	Iteration 28Q: 3 clusters Score -1.056711e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -10567353.000000 Penalty: 3680.190674
	Iteration 29Q: 3 clusters Score -1.056735e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -10567568.000000 Penalty: 3680.190674
	Iteration 30Q: 3 clusters Score -1.056757e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -10567701.000000 Penalty: 3680.190674
	Iteration 31Q: 3 clusters Score -1.05677e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -10567920.000000 Penalty: 3680.190674
	Iteration 32Q: 3 clusters Score -1.056792e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -10568083.000000 Penalty: 3680.190674
	Iteration 33Q: 3 clusters Score -1.056808e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -10568277.000000 Penalty: 3680.190674
	Iteration 34Q: 3 clusters Score -1.056828e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -10568387.000000 Penalty: 3680.190674
	Iteration 35Q: 3 clusters Score -1.056839e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -10568528.000000 Penalty: 3680.190674
	Iteration 36Q: 3 clusters Score -1.056853e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -10568703.000000 Penalty: 3680.190674
	Iteration 37Q: 3 clusters Score -1.05687e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -10568767.000000 Penalty: 3680.190674
	Iteration 38Q: 3 clusters Score -1.056877e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -10568885.000000 Penalty: 3680.190674
	Iteration 39Q: 3 clusters Score -1.056888e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -10568993.000000 Penalty: 3680.190674
	Iteration 40F: 3 clusters Score -1.056899e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -10569053.000000 Penalty: 3680.190674
	Iteration 41Q: 3 clusters Score -1.056905e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -10569173.000000 Penalty: 3680.190674
	Iteration 42Q: 3 clusters Score -1.056917e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -10569245.000000 Penalty: 3680.190674
	Iteration 43Q: 3 clusters Score -1.056924e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -10569331.000000 Penalty: 3680.190674
	Iteration 44Q: 3 clusters Score -1.056933e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -10569402.000000 Penalty: 3680.190674
	Iteration 45Q: 3 clusters Score -1.05694e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -10569486.000000 Penalty: 3680.190674
	Iteration 46Q: 3 clusters Score -1.056949e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -10569556.000000 Penalty: 3680.190674
	Iteration 47Q: 3 clusters Score -1.056956e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -10569658.000000 Penalty: 3680.190674
	Iteration 48Q: 3 clusters Score -1.056966e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -10569725.000000 Penalty: 3680.190674
	Iteration 49Q: 3 clusters Score -1.056972e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -10569788.000000 Penalty: 3680.190674
	Iteration 50Q: 3 clusters Score -1.056979e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -10569863.000000 Penalty: 3680.190674
	Iteration 51Q: 3 clusters Score -1.056986e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -10569932.000000 Penalty: 3680.190674
	Iteration 52Q: 3 clusters Score -1.056993e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -10569998.000000 Penalty: 3680.190674
	Iteration 53Q: 3 clusters Score -1.057e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -10570015.000000 Penalty: 3680.190674
	Iteration 54Q: 3 clusters Score -1.057002e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -10570055.000000 Penalty: 3680.190674
	Iteration 55Q: 3 clusters Score -1.057006e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -10570089.000000 Penalty: 3680.190674
	Iteration 56Q: 3 clusters Score -1.057009e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -10570126.000000 Penalty: 3680.190674
	Iteration 57Q: 3 clusters Score -1.057013e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -10570126.000000 Penalty: 3680.190674
	Iteration 58Q: 3 clusters Score -1.057013e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -10570167.000000 Penalty: 3680.190674
	Iteration 59Q: 3 clusters Score -1.057017e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -10570185.000000 Penalty: 3680.190674
	Iteration 60F: 3 clusters Score -1.057018e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -10570215.000000 Penalty: 3680.190674
	Iteration 61Q: 3 clusters Score -1.057022e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -10570243.000000 Penalty: 3680.190674
	Iteration 62Q: 3 clusters Score -1.057024e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -10570254.000000 Penalty: 3680.190674
	Iteration 63Q: 3 clusters Score -1.057025e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -10570311.000000 Penalty: 3680.190674
	Iteration 64Q: 3 clusters Score -1.057031e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -10570317.000000 Penalty: 3680.190674
	Iteration 65Q: 3 clusters Score -1.057032e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -10570338.000000 Penalty: 3680.190674
	Iteration 66Q: 3 clusters Score -1.057034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -10570342.000000 Penalty: 3680.190674
	Iteration 67Q: 3 clusters Score -1.057034e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -10570343.000000 Penalty: 3680.190674
	Iteration 68Q: 3 clusters Score -1.057034e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -10570354.000000 Penalty: 3680.190674
	Iteration 69Q: 3 clusters Score -1.057035e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -10570378.000000 Penalty: 3680.190674
	Iteration 70Q: 3 clusters Score -1.057038e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -10570387.000000 Penalty: 3680.190674
	Iteration 71Q: 3 clusters Score -1.057039e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -10570391.000000 Penalty: 3680.190674
	Iteration 72Q: 3 clusters Score -1.057039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -10570397.000000 Penalty: 3680.190674
	Iteration 73Q: 3 clusters Score -1.05704e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -10570407.000000 Penalty: 3680.190674
	Iteration 74Q: 3 clusters Score -1.057041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -10570418.000000 Penalty: 3680.190674
	Iteration 75Q: 3 clusters Score -1.057042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -10570413.000000 Penalty: 3680.190674
	Iteration 76Q: 3 clusters Score -1.057041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -10570417.000000 Penalty: 3680.190674
	Iteration 77Q: 3 clusters Score -1.057042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
Score: -10570430.000000 Penalty: 3680.190674
	Iteration 78Q: 3 clusters Score -1.057043e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -10570441.000000 Penalty: 3680.190674
	Iteration 79Q: 3 clusters Score -1.057044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -10570437.000000 Penalty: 3680.190674
	Iteration 80F: 3 clusters Score -1.057044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -10570451.000000 Penalty: 3680.190674
	Iteration 81Q: 3 clusters Score -1.057045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -10570461.000000 Penalty: 3680.190674
	Iteration 82Q: 3 clusters Score -1.057046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -10570466.000000 Penalty: 3680.190674
	Iteration 83Q: 3 clusters Score -1.057047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -10570460.000000 Penalty: 3680.190674
	Iteration 84Q: 3 clusters Score -1.057046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -10570463.000000 Penalty: 3680.190674
	Iteration 85Q: 3 clusters Score -1.057046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -10570469.000000 Penalty: 3680.190674
	Iteration 86Q: 3 clusters Score -1.057047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -10570460.000000 Penalty: 3680.190674
	Iteration 87Q: 3 clusters Score -1.057046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -10570455.000000 Penalty: 3680.190674
	Iteration 88Q: 3 clusters Score -1.057046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -10570452.000000 Penalty: 3680.190674
	Iteration 89Q: 3 clusters Score -1.057045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -10570451.000000 Penalty: 3680.190674
	Iteration 90Q: 3 clusters Score -1.057045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -10570456.000000 Penalty: 3680.190674
	Iteration 91Q: 3 clusters Score -1.057046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -10570463.000000 Penalty: 3680.190674
	Iteration 92Q: 3 clusters Score -1.057046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -10570472.000000 Penalty: 3680.190674
	Iteration 93Q: 3 clusters Score -1.057047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -10570489.000000 Penalty: 3680.190674
	Iteration 94Q: 3 clusters Score -1.057049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -10570488.000000 Penalty: 3680.190674
	Iteration 95Q: 3 clusters Score -1.057049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -10570487.000000 Penalty: 3680.190674
	Iteration 96Q: 3 clusters Score -1.057049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -10570487.000000 Penalty: 3680.190674
	Iteration 97Q: 3 clusters Score -1.057049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -10570486.000000 Penalty: 3680.190674
	Iteration 98Q: 3 clusters Score -1.057049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -10570491.000000 Penalty: 3680.190674
	Iteration 99Q: 3 clusters Score -1.057049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -10570485.000000 Penalty: 3680.190674
	Iteration 100F: 3 clusters Score -1.057048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -10570478.000000 Penalty: 3680.190674
	Iteration 101Q: 3 clusters Score -1.057048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -10570481.000000 Penalty: 3680.190674
	Iteration 102Q: 3 clusters Score -1.057048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -10570487.000000 Penalty: 3680.190674
	Iteration 103Q: 3 clusters Score -1.057049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -10570498.000000 Penalty: 3680.190674
	Iteration 104Q: 3 clusters Score -1.05705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -10570492.000000 Penalty: 3680.190674
	Iteration 105Q: 3 clusters Score -1.057049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -10570493.000000 Penalty: 3680.190674
	Iteration 106Q: 3 clusters Score -1.057049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -10570502.000000 Penalty: 3680.190674
	Iteration 107Q: 3 clusters Score -1.05705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -10570507.000000 Penalty: 3680.190674
	Iteration 108Q: 3 clusters Score -1.057051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -10570504.000000 Penalty: 3680.190674
	Iteration 109Q: 3 clusters Score -1.05705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -10570496.000000 Penalty: 3680.190674
	Iteration 110Q: 3 clusters Score -1.05705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -10570503.000000 Penalty: 3680.190674
	Iteration 111Q: 3 clusters Score -1.05705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -10570503.000000 Penalty: 3680.190674
	Iteration 112F: 3 clusters Score -1.05705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Entering Unmasked Estep 
Score: -2254003.250000 Penalty: 1592.033081
	Iteration 0F: 2 clusters Score -2254003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2241612.000000 Penalty: 3184.066162
	Iteration 0F: 3 clusters Score -2241612 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2245940.750000 Penalty: 3184.066162
	Iteration 1F: 3 clusters Score -2245941 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2246240.500000 Penalty: 3184.066162
	Iteration 2Q: 3 clusters Score -2246240 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2246467.750000 Penalty: 3184.066162
	Iteration 3Q: 3 clusters Score -2246468 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2246669.500000 Penalty: 3184.066162
	Iteration 4Q: 3 clusters Score -2246670 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2246838.000000 Penalty: 3184.066162
	Iteration 5Q: 3 clusters Score -2246838 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2247037.000000 Penalty: 3184.066162
	Iteration 6Q: 3 clusters Score -2247037 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2247246.500000 Penalty: 3184.066162
	Iteration 7Q: 3 clusters Score -2247246 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2247544.250000 Penalty: 3184.066162
	Iteration 8Q: 3 clusters Score -2247544 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2247939.500000 Penalty: 3184.066162
	Iteration 9Q: 3 clusters Score -2247940 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2248482.500000 Penalty: 3184.066162
	Iteration 10F: 3 clusters Score -2248482 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2249217.250000 Penalty: 3184.066162
	Iteration 11F: 3 clusters Score -2249217 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2250108.750000 Penalty: 3184.066162
	Iteration 12F: 3 clusters Score -2250109 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2251009.500000 Penalty: 3184.066162
	Iteration 13F: 3 clusters Score -2251010 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2251695.000000 Penalty: 3184.066162
	Iteration 14Q: 3 clusters Score -2251695 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2252116.250000 Penalty: 3184.066162
	Iteration 15Q: 3 clusters Score -2252116 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2252344.750000 Penalty: 3184.066162
	Iteration 16Q: 3 clusters Score -2252345 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2252460.750000 Penalty: 3184.066162
	Iteration 17Q: 3 clusters Score -2252461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2252534.250000 Penalty: 3184.066162
	Iteration 18Q: 3 clusters Score -2252534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2252560.250000 Penalty: 3184.066162
	Iteration 19Q: 3 clusters Score -2252560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2252572.000000 Penalty: 3184.066162
	Iteration 20F: 3 clusters Score -2252572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2252574.000000 Penalty: 3184.066162
	Iteration 21Q: 3 clusters Score -2252574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2252581.250000 Penalty: 3184.066162
	Iteration 22Q: 3 clusters Score -2252581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2252582.750000 Penalty: 3184.066162
	Iteration 23Q: 3 clusters Score -2252583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2252582.500000 Penalty: 3184.066162
	Iteration 24Q: 3 clusters Score -2252582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2252582.500000 Penalty: 3184.066162
	Iteration 25F: 3 clusters Score -2252582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Entering Unmasked Estep 
Score: -380703.437500 Penalty: 1307.668335
	Iteration 0F: 2 clusters Score -380703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -377905.281250 Penalty: 2615.336670
	Iteration 0F: 3 clusters Score -377905.3 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -378540.062500 Penalty: 2615.336670
	Iteration 1F: 3 clusters Score -378540.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -378659.343750 Penalty: 2615.336670
	Iteration 2F: 3 clusters Score -378659.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -378746.187500 Penalty: 2615.336670
	Iteration 3F: 3 clusters Score -378746.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -378817.968750 Penalty: 2615.336670
	Iteration 4Q: 3 clusters Score -378818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -378884.000000 Penalty: 2615.336670
	Iteration 5Q: 3 clusters Score -378884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -378958.562500 Penalty: 2615.336670
	Iteration 6Q: 3 clusters Score -378958.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -379047.500000 Penalty: 2615.336670
	Iteration 7Q: 3 clusters Score -379047.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -379128.500000 Penalty: 2615.336670
	Iteration 8Q: 3 clusters Score -379128.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -379188.062500 Penalty: 2615.336670
	Iteration 9Q: 3 clusters Score -379188.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -379232.250000 Penalty: 2615.336670
	Iteration 10Q: 3 clusters Score -379232.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -379271.406250 Penalty: 2615.336670
	Iteration 11Q: 3 clusters Score -379271.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -379305.062500 Penalty: 2615.336670
	Iteration 12Q: 3 clusters Score -379305.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -379334.031250 Penalty: 2615.336670
	Iteration 13Q: 3 clusters Score -379334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -379364.406250 Penalty: 2615.336670
	Iteration 14Q: 3 clusters Score -379364.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -379407.406250 Penalty: 2615.336670
	Iteration 15Q: 3 clusters Score -379407.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -379471.437500 Penalty: 2615.336670
	Iteration 16Q: 3 clusters Score -379471.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -379533.906250 Penalty: 2615.336670
	Iteration 17Q: 3 clusters Score -379533.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -379623.000000 Penalty: 2615.336670
	Iteration 18Q: 3 clusters Score -379623 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -379702.531250 Penalty: 2615.336670
	Iteration 19Q: 3 clusters Score -379702.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -379786.937500 Penalty: 2615.336670
	Iteration 20F: 3 clusters Score -379786.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -379901.906250 Penalty: 2615.336670
	Iteration 21Q: 3 clusters Score -379901.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -379979.843750 Penalty: 2615.336670
	Iteration 22Q: 3 clusters Score -379979.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -380026.406250 Penalty: 2615.336670
	Iteration 23Q: 3 clusters Score -380026.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -380074.218750 Penalty: 2615.336670
	Iteration 24Q: 3 clusters Score -380074.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -380119.625000 Penalty: 2615.336670
	Iteration 25Q: 3 clusters Score -380119.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -380160.406250 Penalty: 2615.336670
	Iteration 26Q: 3 clusters Score -380160.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -380203.937500 Penalty: 2615.336670
	Iteration 27Q: 3 clusters Score -380203.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -380250.468750 Penalty: 2615.336670
	Iteration 28Q: 3 clusters Score -380250.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -380306.906250 Penalty: 2615.336670
	Iteration 29Q: 3 clusters Score -380306.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -380364.281250 Penalty: 2615.336670
	Iteration 30Q: 3 clusters Score -380364.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -380421.218750 Penalty: 2615.336670
	Iteration 31Q: 3 clusters Score -380421.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -380454.750000 Penalty: 2615.336670
	Iteration 32Q: 3 clusters Score -380454.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -380487.187500 Penalty: 2615.336670
	Iteration 33Q: 3 clusters Score -380487.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -380500.093750 Penalty: 2615.336670
	Iteration 34Q: 3 clusters Score -380500.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -380512.343750 Penalty: 2615.336670
	Iteration 35Q: 3 clusters Score -380512.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -380518.437500 Penalty: 2615.336670
	Iteration 36Q: 3 clusters Score -380518.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -380531.218750 Penalty: 2615.336670
	Iteration 37Q: 3 clusters Score -380531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -380538.718750 Penalty: 2615.336670
	Iteration 38Q: 3 clusters Score -380538.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -380540.250000 Penalty: 2615.336670
	Iteration 39Q: 3 clusters Score -380540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -380544.031250 Penalty: 2615.336670
	Iteration 40F: 3 clusters Score -380544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -380545.375000 Penalty: 2615.336670
	Iteration 41Q: 3 clusters Score -380545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380546.312500 Penalty: 2615.336670
	Iteration 42Q: 3 clusters Score -380546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380547.000000 Penalty: 2615.336670
	Iteration 43Q: 3 clusters Score -380547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380547.000000 Penalty: 2615.336670
	Iteration 44F: 3 clusters Score -380547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -84760.718750 Penalty: 1098.943604
	Iteration 0F: 2 clusters Score -84760.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83622.132812 Penalty: 2197.887207
	Iteration 0F: 3 clusters Score -83622.13 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84319.710938 Penalty: 2197.887207
	Iteration 1F: 3 clusters Score -84319.71 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84713.296875 Penalty: 2197.887207
	Iteration 2F: 3 clusters Score -84713.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -84930.375000 Penalty: 2197.887207
	Iteration 3F: 3 clusters Score -84930.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -85039.132812 Penalty: 2197.887207
	Iteration 4Q: 3 clusters Score -85039.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -85127.031250 Penalty: 2197.887207
	Iteration 5Q: 3 clusters Score -85127.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -85179.312500 Penalty: 2197.887207
	Iteration 6Q: 3 clusters Score -85179.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -85219.093750 Penalty: 2197.887207
	Iteration 7Q: 3 clusters Score -85219.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -85252.265625 Penalty: 2197.887207
	Iteration 8Q: 3 clusters Score -85252.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -85256.085938 Penalty: 2197.887207
	Iteration 9Q: 3 clusters Score -85256.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -85259.234375 Penalty: 2197.887207
	Iteration 10Q: 3 clusters Score -85259.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -85261.570312 Penalty: 2197.887207
	Iteration 11Q: 3 clusters Score -85261.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -85262.609375 Penalty: 2197.887207
	Iteration 12Q: 3 clusters Score -85262.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -85271.218750 Penalty: 2197.887207
	Iteration 13F: 3 clusters Score -85271.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -85291.804688 Penalty: 2197.887207
	Iteration 14Q: 3 clusters Score -85291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -85301.140625 Penalty: 2197.887207
	Iteration 15Q: 3 clusters Score -85301.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -85305.890625 Penalty: 2197.887207
	Iteration 16Q: 3 clusters Score -85305.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -85306.601562 Penalty: 2197.887207
	Iteration 17Q: 3 clusters Score -85306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -85306.601562 Penalty: 2197.887207
	Iteration 18F: 3 clusters Score -85306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 109711 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 7377 members 
Mstep: Class 7 contains 82757 members 
Mstep: Class 9 contains 17982 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 70117 members 
Mstep: Class 18 contains 107697 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 32370 members 
Mstep: Class 23 contains 107631 members 
Mstep: Class 24 contains 32640 members 
Entering Unmasked Estep 
Score: -72787016.000000 Penalty: 36656.769531
Splitting cluster 11 changes total score from -72782616.000000 to -72787016.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 16 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -57823.605469 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -57823.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56836.167969 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -56836.17 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57151.359375 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -57151.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57304.328125 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -57304.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57384.941406 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -57384.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57464.000000 Penalty: 2053.078613
	Iteration 4F: 3 clusters Score -57464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57566.464844 Penalty: 2053.078613
	Iteration 5F: 3 clusters Score -57566.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57623.371094 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -57623.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -57644.078125 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -57644.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57675.777344 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -57675.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57707.859375 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -57707.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57739.660156 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -57739.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -57768.984375 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -57768.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57793.566406 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -57793.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57821.703125 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -57821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57851.105469 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -57851.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57882.371094 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -57882.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57917.457031 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -57917.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57943.332031 Penalty: 2053.078613
	Iteration 17Q: 3 clusters Score -57943.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57954.324219 Penalty: 2053.078613
	Iteration 18Q: 3 clusters Score -57954.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57956.691406 Penalty: 2053.078613
	Iteration 19Q: 3 clusters Score -57956.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57969.261719 Penalty: 2053.078613
	Iteration 20F: 3 clusters Score -57969.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58009.671875 Penalty: 2053.078613
	Iteration 21Q: 3 clusters Score -58009.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58027.304688 Penalty: 2053.078613
	Iteration 22Q: 3 clusters Score -58027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58043.953125 Penalty: 2053.078613
	Iteration 23Q: 3 clusters Score -58043.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58047.718750 Penalty: 2053.078613
	Iteration 24Q: 3 clusters Score -58047.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58047.718750 Penalty: 2053.078613
	Iteration 25F: 3 clusters Score -58047.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 109711 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 7377 members 
Mstep: Class 7 contains 82757 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 17982 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 70117 members 
Mstep: Class 18 contains 107697 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 32370 members 
Mstep: Class 23 contains 107631 members 
Mstep: Class 24 contains 32640 members 
Entering Unmasked Estep 
Score: -72786080.000000 Penalty: 38813.050781
Splitting cluster 16 changes total score from -72782616.000000 to -72786080.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 17 (70117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Entering Unmasked Estep 
Score: -8968631.000000 Penalty: 1813.162109
	Iteration 0F: 2 clusters Score -8968631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -8922055.000000 Penalty: 3626.324219
	Iteration 0F: 3 clusters Score -8922055 nChanged 33151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -8941651.000000 Penalty: 3626.324219
	Iteration 1F: 3 clusters Score -8941651 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -8943033.000000 Penalty: 3626.324219
	Iteration 2Q: 3 clusters Score -8943033 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8945162.000000 Penalty: 3626.324219
	Iteration 3F: 3 clusters Score -8945162 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -8948560.000000 Penalty: 3626.324219
	Iteration 4F: 3 clusters Score -8948560 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -8953556.000000 Penalty: 3626.324219
	Iteration 5F: 3 clusters Score -8953556 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -8959241.000000 Penalty: 3626.324219
	Iteration 6F: 3 clusters Score -8959241 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -8963699.000000 Penalty: 3626.324219
	Iteration 7F: 3 clusters Score -8963699 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -8965879.000000 Penalty: 3626.324219
	Iteration 8Q: 3 clusters Score -8965879 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -8966522.000000 Penalty: 3626.324219
	Iteration 9Q: 3 clusters Score -8966522 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -8966798.000000 Penalty: 3626.324219
	Iteration 10Q: 3 clusters Score -8966798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -8966918.000000 Penalty: 3626.324219
	Iteration 11Q: 3 clusters Score -8966918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -8966961.000000 Penalty: 3626.324219
	Iteration 12Q: 3 clusters Score -8966961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -8967010.000000 Penalty: 3626.324219
	Iteration 13Q: 3 clusters Score -8967010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -8967030.000000 Penalty: 3626.324219
	Iteration 14Q: 3 clusters Score -8967030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -8967027.000000 Penalty: 3626.324219
	Iteration 15Q: 3 clusters Score -8967027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -8967027.000000 Penalty: 3626.324219
	Iteration 16Q: 3 clusters Score -8967027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -8967027.000000 Penalty: 3626.324219
	Iteration 17Q: 3 clusters Score -8967027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -8967030.000000 Penalty: 3626.324219
	Iteration 18Q: 3 clusters Score -8967030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -8967037.000000 Penalty: 3626.324219
	Iteration 19Q: 3 clusters Score -8967037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -8967037.000000 Penalty: 3626.324219
	Iteration 20F: 3 clusters Score -8967037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Entering Unmasked Estep 
Score: -13700116.000000 Penalty: 1882.900024
	Iteration 0F: 2 clusters Score -1.370012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -13630247.000000 Penalty: 3765.800049
	Iteration 0F: 3 clusters Score -1.363025e+07 nChanged 51692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -13661155.000000 Penalty: 3765.800049
	Iteration 1F: 3 clusters Score -1.366116e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -13662618.000000 Penalty: 3765.800049
	Iteration 2Q: 3 clusters Score -1.366262e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -13664973.000000 Penalty: 3765.800049
	Iteration 3Q: 3 clusters Score -1.366497e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -13668727.000000 Penalty: 3765.800049
	Iteration 4F: 3 clusters Score -1.366873e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -13673814.000000 Penalty: 3765.800049
	Iteration 5F: 3 clusters Score -1.367381e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -13679961.000000 Penalty: 3765.800049
	Iteration 6F: 3 clusters Score -1.367996e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -13685135.000000 Penalty: 3765.800049
	Iteration 7F: 3 clusters Score -1.368514e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -13687865.000000 Penalty: 3765.800049
	Iteration 8Q: 3 clusters Score -1.368786e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -13689206.000000 Penalty: 3765.800049
	Iteration 9Q: 3 clusters Score -1.368921e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -13689908.000000 Penalty: 3765.800049
	Iteration 10Q: 3 clusters Score -1.368991e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -13690524.000000 Penalty: 3765.800049
	Iteration 11Q: 3 clusters Score -1.369052e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -13691188.000000 Penalty: 3765.800049
	Iteration 12Q: 3 clusters Score -1.369119e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -13691611.000000 Penalty: 3765.800049
	Iteration 13Q: 3 clusters Score -1.369161e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -13692050.000000 Penalty: 3765.800049
	Iteration 14Q: 3 clusters Score -1.369205e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -13692457.000000 Penalty: 3765.800049
	Iteration 15Q: 3 clusters Score -1.369246e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -13692870.000000 Penalty: 3765.800049
	Iteration 16Q: 3 clusters Score -1.369287e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -13693327.000000 Penalty: 3765.800049
	Iteration 17Q: 3 clusters Score -1.369333e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -13693860.000000 Penalty: 3765.800049
	Iteration 18Q: 3 clusters Score -1.369386e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -13694348.000000 Penalty: 3765.800049
	Iteration 19Q: 3 clusters Score -1.369435e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -13694846.000000 Penalty: 3765.800049
	Iteration 20F: 3 clusters Score -1.369485e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -13695274.000000 Penalty: 3765.800049
	Iteration 21Q: 3 clusters Score -1.369527e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -13695694.000000 Penalty: 3765.800049
	Iteration 22Q: 3 clusters Score -1.369569e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -13696117.000000 Penalty: 3765.800049
	Iteration 23Q: 3 clusters Score -1.369612e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -13696482.000000 Penalty: 3765.800049
	Iteration 24Q: 3 clusters Score -1.369648e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -13696920.000000 Penalty: 3765.800049
	Iteration 25Q: 3 clusters Score -1.369692e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -13697308.000000 Penalty: 3765.800049
	Iteration 26Q: 3 clusters Score -1.369731e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -13697678.000000 Penalty: 3765.800049
	Iteration 27Q: 3 clusters Score -1.369768e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -13697952.000000 Penalty: 3765.800049
	Iteration 28Q: 3 clusters Score -1.369795e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -13698192.000000 Penalty: 3765.800049
	Iteration 29Q: 3 clusters Score -1.369819e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -13698347.000000 Penalty: 3765.800049
	Iteration 30Q: 3 clusters Score -1.369835e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -13698524.000000 Penalty: 3765.800049
	Iteration 31Q: 3 clusters Score -1.369852e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -13698622.000000 Penalty: 3765.800049
	Iteration 32Q: 3 clusters Score -1.369862e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13698711.000000 Penalty: 3765.800049
	Iteration 33Q: 3 clusters Score -1.369871e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -13698793.000000 Penalty: 3765.800049
	Iteration 34Q: 3 clusters Score -1.369879e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105364 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -13698790.000000 Penalty: 3765.800049
	Iteration 35Q: 3 clusters Score -1.369879e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -13698831.000000 Penalty: 3765.800049
	Iteration 36Q: 3 clusters Score -1.369883e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -13698820.000000 Penalty: 3765.800049
	Iteration 37Q: 3 clusters Score -1.369882e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -13698823.000000 Penalty: 3765.800049
	Iteration 38Q: 3 clusters Score -1.369882e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106171 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13698850.000000 Penalty: 3765.800049
	Iteration 39Q: 3 clusters Score -1.369885e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13698850.000000 Penalty: 3765.800049
	Iteration 40F: 3 clusters Score -1.369885e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -13698867.000000 Penalty: 3765.800049
	Iteration 41Q: 3 clusters Score -1.369887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -13698890.000000 Penalty: 3765.800049
	Iteration 42Q: 3 clusters Score -1.369889e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13698908.000000 Penalty: 3765.800049
	Iteration 43Q: 3 clusters Score -1.369891e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13698923.000000 Penalty: 3765.800049
	Iteration 44Q: 3 clusters Score -1.369892e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13698939.000000 Penalty: 3765.800049
	Iteration 45Q: 3 clusters Score -1.369894e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13698920.000000 Penalty: 3765.800049
	Iteration 46Q: 3 clusters Score -1.369892e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106587 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13698921.000000 Penalty: 3765.800049
	Iteration 47Q: 3 clusters Score -1.369892e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -13698898.000000 Penalty: 3765.800049
	Iteration 48Q: 3 clusters Score -1.36989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -13698903.000000 Penalty: 3765.800049
	Iteration 49Q: 3 clusters Score -1.36989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106629 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13698897.000000 Penalty: 3765.800049
	Iteration 50Q: 3 clusters Score -1.36989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13698893.000000 Penalty: 3765.800049
	Iteration 51Q: 3 clusters Score -1.369889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106646 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13698888.000000 Penalty: 3765.800049
	Iteration 52Q: 3 clusters Score -1.369889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -13698886.000000 Penalty: 3765.800049
	Iteration 53Q: 3 clusters Score -1.369889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -13698875.000000 Penalty: 3765.800049
	Iteration 54Q: 3 clusters Score -1.369888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106681 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13698894.000000 Penalty: 3765.800049
	Iteration 55Q: 3 clusters Score -1.369889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13698895.000000 Penalty: 3765.800049
	Iteration 56Q: 3 clusters Score -1.36989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106696 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13698881.000000 Penalty: 3765.800049
	Iteration 57Q: 3 clusters Score -1.369888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13698901.000000 Penalty: 3765.800049
	Iteration 58Q: 3 clusters Score -1.36989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13698898.000000 Penalty: 3765.800049
	Iteration 59Q: 3 clusters Score -1.36989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13698883.000000 Penalty: 3765.800049
	Iteration 60F: 3 clusters Score -1.369888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106722 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13698893.000000 Penalty: 3765.800049
	Iteration 61Q: 3 clusters Score -1.369889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13698884.000000 Penalty: 3765.800049
	Iteration 62Q: 3 clusters Score -1.369888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13698891.000000 Penalty: 3765.800049
	Iteration 63Q: 3 clusters Score -1.369889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13698886.000000 Penalty: 3765.800049
	Iteration 64Q: 3 clusters Score -1.369889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13698886.000000 Penalty: 3765.800049
	Iteration 65Q: 3 clusters Score -1.369889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13698899.000000 Penalty: 3765.800049
	Iteration 66Q: 3 clusters Score -1.36989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13698904.000000 Penalty: 3765.800049
	Iteration 67Q: 3 clusters Score -1.36989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106755 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13698913.000000 Penalty: 3765.800049
	Iteration 68Q: 3 clusters Score -1.369891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106767 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13698913.000000 Penalty: 3765.800049
	Iteration 69Q: 3 clusters Score -1.369891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13698917.000000 Penalty: 3765.800049
	Iteration 70Q: 3 clusters Score -1.369892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13698918.000000 Penalty: 3765.800049
	Iteration 71Q: 3 clusters Score -1.369892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13698927.000000 Penalty: 3765.800049
	Iteration 72Q: 3 clusters Score -1.369893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106807 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13698924.000000 Penalty: 3765.800049
	Iteration 73Q: 3 clusters Score -1.369892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13698917.000000 Penalty: 3765.800049
	Iteration 74Q: 3 clusters Score -1.369892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13698920.000000 Penalty: 3765.800049
	Iteration 75Q: 3 clusters Score -1.369892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13698914.000000 Penalty: 3765.800049
	Iteration 76Q: 3 clusters Score -1.369891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13698909.000000 Penalty: 3765.800049
	Iteration 77Q: 3 clusters Score -1.369891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106818 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13698905.000000 Penalty: 3765.800049
	Iteration 78Q: 3 clusters Score -1.36989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13698910.000000 Penalty: 3765.800049
	Iteration 79Q: 3 clusters Score -1.369891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13698902.000000 Penalty: 3765.800049
	Iteration 80F: 3 clusters Score -1.36989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13698907.000000 Penalty: 3765.800049
	Iteration 81Q: 3 clusters Score -1.369891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13698896.000000 Penalty: 3765.800049
	Iteration 82Q: 3 clusters Score -1.36989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13698899.000000 Penalty: 3765.800049
	Iteration 83Q: 3 clusters Score -1.36989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13698900.000000 Penalty: 3765.800049
	Iteration 84Q: 3 clusters Score -1.36989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106832 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -13698899.000000 Penalty: 3765.800049
	Iteration 85Q: 3 clusters Score -1.36989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13698896.000000 Penalty: 3765.800049
	Iteration 86Q: 3 clusters Score -1.36989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -13698895.000000 Penalty: 3765.800049
	Iteration 87Q: 3 clusters Score -1.36989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106837 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13698898.000000 Penalty: 3765.800049
	Iteration 88Q: 3 clusters Score -1.36989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106839 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13698884.000000 Penalty: 3765.800049
	Iteration 89Q: 3 clusters Score -1.369888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13698891.000000 Penalty: 3765.800049
	Iteration 90Q: 3 clusters Score -1.369889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13698897.000000 Penalty: 3765.800049
	Iteration 91Q: 3 clusters Score -1.36989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13698900.000000 Penalty: 3765.800049
	Iteration 92Q: 3 clusters Score -1.36989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13698893.000000 Penalty: 3765.800049
	Iteration 93Q: 3 clusters Score -1.369889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13698898.000000 Penalty: 3765.800049
	Iteration 94Q: 3 clusters Score -1.36989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106858 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13698914.000000 Penalty: 3765.800049
	Iteration 95Q: 3 clusters Score -1.369891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13698920.000000 Penalty: 3765.800049
	Iteration 96Q: 3 clusters Score -1.369892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13698917.000000 Penalty: 3765.800049
	Iteration 97Q: 3 clusters Score -1.369892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13698927.000000 Penalty: 3765.800049
	Iteration 98Q: 3 clusters Score -1.369893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -13698923.000000 Penalty: 3765.800049
	Iteration 99Q: 3 clusters Score -1.369892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13698936.000000 Penalty: 3765.800049
	Iteration 100F: 3 clusters Score -1.369894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106869 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13698931.000000 Penalty: 3765.800049
	Iteration 101Q: 3 clusters Score -1.369893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13698939.000000 Penalty: 3765.800049
	Iteration 102Q: 3 clusters Score -1.369894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -13698936.000000 Penalty: 3765.800049
	Iteration 103Q: 3 clusters Score -1.369894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13698934.000000 Penalty: 3765.800049
	Iteration 104Q: 3 clusters Score -1.369893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13698930.000000 Penalty: 3765.800049
	Iteration 105Q: 3 clusters Score -1.369893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13698934.000000 Penalty: 3765.800049
	Iteration 106Q: 3 clusters Score -1.369893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106876 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13698936.000000 Penalty: 3765.800049
	Iteration 107Q: 3 clusters Score -1.369894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13698943.000000 Penalty: 3765.800049
	Iteration 108Q: 3 clusters Score -1.369894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -13698951.000000 Penalty: 3765.800049
	Iteration 109Q: 3 clusters Score -1.369895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106881 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13698950.000000 Penalty: 3765.800049
	Iteration 110Q: 3 clusters Score -1.369895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13698949.000000 Penalty: 3765.800049
	Iteration 111Q: 3 clusters Score -1.369895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -13698958.000000 Penalty: 3765.800049
	Iteration 112Q: 3 clusters Score -1.369896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -13698954.000000 Penalty: 3765.800049
	Iteration 113Q: 3 clusters Score -1.369895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -13698953.000000 Penalty: 3765.800049
	Iteration 114Q: 3 clusters Score -1.369895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106889 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -13698957.000000 Penalty: 3765.800049
	Iteration 115Q: 3 clusters Score -1.369896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13698950.000000 Penalty: 3765.800049
	Iteration 116Q: 3 clusters Score -1.369895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13698952.000000 Penalty: 3765.800049
	Iteration 117Q: 3 clusters Score -1.369895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13698947.000000 Penalty: 3765.800049
	Iteration 118Q: 3 clusters Score -1.369895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13698949.000000 Penalty: 3765.800049
	Iteration 119Q: 3 clusters Score -1.369895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13698949.000000 Penalty: 3765.800049
	Iteration 120F: 3 clusters Score -1.369895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -308029.812500 Penalty: 1271.732178
	Iteration 0F: 2 clusters Score -308029.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -305572.406250 Penalty: 2543.464355
	Iteration 0F: 3 clusters Score -305572.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -306123.218750 Penalty: 2543.464355
	Iteration 1F: 3 clusters Score -306123.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -306224.343750 Penalty: 2543.464355
	Iteration 2F: 3 clusters Score -306224.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -306284.562500 Penalty: 2543.464355
	Iteration 3Q: 3 clusters Score -306284.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -306320.781250 Penalty: 2543.464355
	Iteration 4Q: 3 clusters Score -306320.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306351.562500 Penalty: 2543.464355
	Iteration 5Q: 3 clusters Score -306351.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -306377.593750 Penalty: 2543.464355
	Iteration 6Q: 3 clusters Score -306377.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -306404.812500 Penalty: 2543.464355
	Iteration 7Q: 3 clusters Score -306404.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -306430.000000 Penalty: 2543.464355
	Iteration 8Q: 3 clusters Score -306430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -306453.687500 Penalty: 2543.464355
	Iteration 9Q: 3 clusters Score -306453.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -306468.593750 Penalty: 2543.464355
	Iteration 10Q: 3 clusters Score -306468.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -306485.843750 Penalty: 2543.464355
	Iteration 11Q: 3 clusters Score -306485.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -306503.312500 Penalty: 2543.464355
	Iteration 12Q: 3 clusters Score -306503.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -306519.218750 Penalty: 2543.464355
	Iteration 13Q: 3 clusters Score -306519.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -306530.187500 Penalty: 2543.464355
	Iteration 14Q: 3 clusters Score -306530.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -306541.718750 Penalty: 2543.464355
	Iteration 15Q: 3 clusters Score -306541.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -306551.875000 Penalty: 2543.464355
	Iteration 16Q: 3 clusters Score -306551.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -306559.812500 Penalty: 2543.464355
	Iteration 17Q: 3 clusters Score -306559.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -306569.187500 Penalty: 2543.464355
	Iteration 18Q: 3 clusters Score -306569.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -306582.156250 Penalty: 2543.464355
	Iteration 19Q: 3 clusters Score -306582.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -306592.437500 Penalty: 2543.464355
	Iteration 20F: 3 clusters Score -306592.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -306607.406250 Penalty: 2543.464355
	Iteration 21Q: 3 clusters Score -306607.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -306617.687500 Penalty: 2543.464355
	Iteration 22Q: 3 clusters Score -306617.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -306627.500000 Penalty: 2543.464355
	Iteration 23Q: 3 clusters Score -306627.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -306639.500000 Penalty: 2543.464355
	Iteration 24Q: 3 clusters Score -306639.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -306650.718750 Penalty: 2543.464355
	Iteration 25Q: 3 clusters Score -306650.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -306660.343750 Penalty: 2543.464355
	Iteration 26Q: 3 clusters Score -306660.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -306668.312500 Penalty: 2543.464355
	Iteration 27Q: 3 clusters Score -306668.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -306681.437500 Penalty: 2543.464355
	Iteration 28Q: 3 clusters Score -306681.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -306690.781250 Penalty: 2543.464355
	Iteration 29Q: 3 clusters Score -306690.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -306706.031250 Penalty: 2543.464355
	Iteration 30Q: 3 clusters Score -306706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -306721.718750 Penalty: 2543.464355
	Iteration 31Q: 3 clusters Score -306721.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -306735.375000 Penalty: 2543.464355
	Iteration 32Q: 3 clusters Score -306735.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -306745.875000 Penalty: 2543.464355
	Iteration 33Q: 3 clusters Score -306745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -306754.437500 Penalty: 2543.464355
	Iteration 34Q: 3 clusters Score -306754.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -306763.812500 Penalty: 2543.464355
	Iteration 35Q: 3 clusters Score -306763.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -306772.562500 Penalty: 2543.464355
	Iteration 36Q: 3 clusters Score -306772.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -306785.500000 Penalty: 2543.464355
	Iteration 37Q: 3 clusters Score -306785.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -306794.406250 Penalty: 2543.464355
	Iteration 38Q: 3 clusters Score -306794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -306800.656250 Penalty: 2543.464355
	Iteration 39Q: 3 clusters Score -306800.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -306808.531250 Penalty: 2543.464355
	Iteration 40F: 3 clusters Score -306808.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -306814.812500 Penalty: 2543.464355
	Iteration 41Q: 3 clusters Score -306814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -306820.250000 Penalty: 2543.464355
	Iteration 42Q: 3 clusters Score -306820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -306828.218750 Penalty: 2543.464355
	Iteration 43Q: 3 clusters Score -306828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -306833.125000 Penalty: 2543.464355
	Iteration 44Q: 3 clusters Score -306833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -306840.000000 Penalty: 2543.464355
	Iteration 45Q: 3 clusters Score -306840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -306845.312500 Penalty: 2543.464355
	Iteration 46Q: 3 clusters Score -306845.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -306850.781250 Penalty: 2543.464355
	Iteration 47Q: 3 clusters Score -306850.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -306856.156250 Penalty: 2543.464355
	Iteration 48Q: 3 clusters Score -306856.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -306862.937500 Penalty: 2543.464355
	Iteration 49Q: 3 clusters Score -306862.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -306872.343750 Penalty: 2543.464355
	Iteration 50Q: 3 clusters Score -306872.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -306881.593750 Penalty: 2543.464355
	Iteration 51Q: 3 clusters Score -306881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -306888.500000 Penalty: 2543.464355
	Iteration 52Q: 3 clusters Score -306888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -306890.875000 Penalty: 2543.464355
	Iteration 53Q: 3 clusters Score -306890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -306893.843750 Penalty: 2543.464355
	Iteration 54Q: 3 clusters Score -306893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -306896.250000 Penalty: 2543.464355
	Iteration 55Q: 3 clusters Score -306896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -306898.843750 Penalty: 2543.464355
	Iteration 56Q: 3 clusters Score -306898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -306900.281250 Penalty: 2543.464355
	Iteration 57Q: 3 clusters Score -306900.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -306903.156250 Penalty: 2543.464355
	Iteration 58Q: 3 clusters Score -306903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -306904.687500 Penalty: 2543.464355
	Iteration 59Q: 3 clusters Score -306904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -306905.968750 Penalty: 2543.464355
	Iteration 60F: 3 clusters Score -306906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Entering Unmasked Estep 
Score: -4169755.500000 Penalty: 1687.560425
	Iteration 0F: 2 clusters Score -4169756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4148010.750000 Penalty: 3375.120850
	Iteration 0F: 3 clusters Score -4148011 nChanged 14972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4156311.000000 Penalty: 3375.120850
	Iteration 1F: 3 clusters Score -4156311 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4156685.250000 Penalty: 3375.120850
	Iteration 2Q: 3 clusters Score -4156685 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4157063.000000 Penalty: 3375.120850
	Iteration 3Q: 3 clusters Score -4157063 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4157494.000000 Penalty: 3375.120850
	Iteration 4Q: 3 clusters Score -4157494 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4158010.500000 Penalty: 3375.120850
	Iteration 5Q: 3 clusters Score -4158010 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4158712.250000 Penalty: 3375.120850
	Iteration 6Q: 3 clusters Score -4158712 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -4159705.750000 Penalty: 3375.120850
	Iteration 7F: 3 clusters Score -4159706 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -4160984.750000 Penalty: 3375.120850
	Iteration 8F: 3 clusters Score -4160985 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -4162603.750000 Penalty: 3375.120850
	Iteration 9F: 3 clusters Score -4162604 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -4164081.250000 Penalty: 3375.120850
	Iteration 10F: 3 clusters Score -4164081 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -4165224.000000 Penalty: 3375.120850
	Iteration 11Q: 3 clusters Score -4165224 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4166008.500000 Penalty: 3375.120850
	Iteration 12Q: 3 clusters Score -4166008 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -4166480.750000 Penalty: 3375.120850
	Iteration 13Q: 3 clusters Score -4166481 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4166807.000000 Penalty: 3375.120850
	Iteration 14Q: 3 clusters Score -4166807 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4167076.250000 Penalty: 3375.120850
	Iteration 15Q: 3 clusters Score -4167076 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4167286.250000 Penalty: 3375.120850
	Iteration 16Q: 3 clusters Score -4167286 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -4167473.750000 Penalty: 3375.120850
	Iteration 17Q: 3 clusters Score -4167474 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -4167625.500000 Penalty: 3375.120850
	Iteration 18Q: 3 clusters Score -4167626 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -4167773.750000 Penalty: 3375.120850
	Iteration 19Q: 3 clusters Score -4167774 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4167892.250000 Penalty: 3375.120850
	Iteration 20F: 3 clusters Score -4167892 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -4167976.500000 Penalty: 3375.120850
	Iteration 21Q: 3 clusters Score -4167976 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4168061.250000 Penalty: 3375.120850
	Iteration 22Q: 3 clusters Score -4168061 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4168132.750000 Penalty: 3375.120850
	Iteration 23Q: 3 clusters Score -4168133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4168216.000000 Penalty: 3375.120850
	Iteration 24Q: 3 clusters Score -4168216 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4168261.250000 Penalty: 3375.120850
	Iteration 25Q: 3 clusters Score -4168261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4168307.500000 Penalty: 3375.120850
	Iteration 26Q: 3 clusters Score -4168308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4168340.250000 Penalty: 3375.120850
	Iteration 27Q: 3 clusters Score -4168340 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -4168370.750000 Penalty: 3375.120850
	Iteration 28Q: 3 clusters Score -4168371 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4168397.750000 Penalty: 3375.120850
	Iteration 29Q: 3 clusters Score -4168398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4168427.250000 Penalty: 3375.120850
	Iteration 30Q: 3 clusters Score -4168427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4168452.000000 Penalty: 3375.120850
	Iteration 31Q: 3 clusters Score -4168452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4168470.250000 Penalty: 3375.120850
	Iteration 32Q: 3 clusters Score -4168470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4168486.750000 Penalty: 3375.120850
	Iteration 33Q: 3 clusters Score -4168487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -4168490.500000 Penalty: 3375.120850
	Iteration 34Q: 3 clusters Score -4168490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4168506.500000 Penalty: 3375.120850
	Iteration 35Q: 3 clusters Score -4168506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4168519.750000 Penalty: 3375.120850
	Iteration 36Q: 3 clusters Score -4168520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4168527.750000 Penalty: 3375.120850
	Iteration 37Q: 3 clusters Score -4168528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4168542.750000 Penalty: 3375.120850
	Iteration 38Q: 3 clusters Score -4168543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4168545.750000 Penalty: 3375.120850
	Iteration 39Q: 3 clusters Score -4168546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4168557.750000 Penalty: 3375.120850
	Iteration 40F: 3 clusters Score -4168558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -4168562.750000 Penalty: 3375.120850
	Iteration 41Q: 3 clusters Score -4168563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -4168566.750000 Penalty: 3375.120850
	Iteration 42Q: 3 clusters Score -4168567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4168570.250000 Penalty: 3375.120850
	Iteration 43Q: 3 clusters Score -4168570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4168568.750000 Penalty: 3375.120850
	Iteration 44Q: 3 clusters Score -4168569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4168569.750000 Penalty: 3375.120850
	Iteration 45Q: 3 clusters Score -4168570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4168572.000000 Penalty: 3375.120850
	Iteration 46Q: 3 clusters Score -4168572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4168568.750000 Penalty: 3375.120850
	Iteration 47Q: 3 clusters Score -4168569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4168570.750000 Penalty: 3375.120850
	Iteration 48Q: 3 clusters Score -4168571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4168569.500000 Penalty: 3375.120850
	Iteration 49Q: 3 clusters Score -4168570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4168573.500000 Penalty: 3375.120850
	Iteration 50Q: 3 clusters Score -4168574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4168573.500000 Penalty: 3375.120850
	Iteration 51F: 3 clusters Score -4168574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107631 members 
Entering Unmasked Estep 
Score: -13935978.000000 Penalty: 1882.800415
	Iteration 0F: 2 clusters Score -1.393598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -13871541.000000 Penalty: 3765.600830
	Iteration 0F: 3 clusters Score -1.387154e+07 nChanged 51659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -13901141.000000 Penalty: 3765.600830
	Iteration 1F: 3 clusters Score -1.390114e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -13902042.000000 Penalty: 3765.600830
	Iteration 2Q: 3 clusters Score -1.390204e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -13903303.000000 Penalty: 3765.600830
	Iteration 3Q: 3 clusters Score -1.39033e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -13905458.000000 Penalty: 3765.600830
	Iteration 4F: 3 clusters Score -1.390546e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -13909094.000000 Penalty: 3765.600830
	Iteration 5F: 3 clusters Score -1.390909e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -13914120.000000 Penalty: 3765.600830
	Iteration 6F: 3 clusters Score -1.391412e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -13919521.000000 Penalty: 3765.600830
	Iteration 7F: 3 clusters Score -1.391952e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -13923656.000000 Penalty: 3765.600830
	Iteration 8F: 3 clusters Score -1.392366e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -13926087.000000 Penalty: 3765.600830
	Iteration 9Q: 3 clusters Score -1.392609e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97231 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -13927600.000000 Penalty: 3765.600830
	Iteration 10Q: 3 clusters Score -1.39276e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -13928550.000000 Penalty: 3765.600830
	Iteration 11Q: 3 clusters Score -1.392855e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -13929229.000000 Penalty: 3765.600830
	Iteration 12Q: 3 clusters Score -1.392923e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -13929932.000000 Penalty: 3765.600830
	Iteration 13Q: 3 clusters Score -1.392993e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -13930584.000000 Penalty: 3765.600830
	Iteration 14Q: 3 clusters Score -1.393058e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -13931080.000000 Penalty: 3765.600830
	Iteration 15Q: 3 clusters Score -1.393108e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -13931543.000000 Penalty: 3765.600830
	Iteration 16Q: 3 clusters Score -1.393154e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -13931960.000000 Penalty: 3765.600830
	Iteration 17Q: 3 clusters Score -1.393196e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -13932351.000000 Penalty: 3765.600830
	Iteration 18Q: 3 clusters Score -1.393235e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -13932705.000000 Penalty: 3765.600830
	Iteration 19Q: 3 clusters Score -1.39327e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -13933026.000000 Penalty: 3765.600830
	Iteration 20F: 3 clusters Score -1.393303e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -13933320.000000 Penalty: 3765.600830
	Iteration 21Q: 3 clusters Score -1.393332e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105896 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -13933673.000000 Penalty: 3765.600830
	Iteration 22Q: 3 clusters Score -1.393367e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106216 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13933892.000000 Penalty: 3765.600830
	Iteration 23Q: 3 clusters Score -1.393389e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106479 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13934023.000000 Penalty: 3765.600830
	Iteration 24Q: 3 clusters Score -1.393402e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13934140.000000 Penalty: 3765.600830
	Iteration 25Q: 3 clusters Score -1.393414e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13934241.000000 Penalty: 3765.600830
	Iteration 26Q: 3 clusters Score -1.393424e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13934273.000000 Penalty: 3765.600830
	Iteration 27Q: 3 clusters Score -1.393427e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107037 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13934316.000000 Penalty: 3765.600830
	Iteration 28Q: 3 clusters Score -1.393432e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13934315.000000 Penalty: 3765.600830
	Iteration 29Q: 3 clusters Score -1.393432e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -13934335.000000 Penalty: 3765.600830
	Iteration 30Q: 3 clusters Score -1.393434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107153 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -13934339.000000 Penalty: 3765.600830
	Iteration 31Q: 3 clusters Score -1.393434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13934346.000000 Penalty: 3765.600830
	Iteration 32Q: 3 clusters Score -1.393435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13934366.000000 Penalty: 3765.600830
	Iteration 33Q: 3 clusters Score -1.393437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -13934385.000000 Penalty: 3765.600830
	Iteration 34Q: 3 clusters Score -1.393438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -13934381.000000 Penalty: 3765.600830
	Iteration 35Q: 3 clusters Score -1.393438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -13934399.000000 Penalty: 3765.600830
	Iteration 36Q: 3 clusters Score -1.39344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107212 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13934421.000000 Penalty: 3765.600830
	Iteration 37Q: 3 clusters Score -1.393442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13934411.000000 Penalty: 3765.600830
	Iteration 38Q: 3 clusters Score -1.393441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13934420.000000 Penalty: 3765.600830
	Iteration 39Q: 3 clusters Score -1.393442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13934422.000000 Penalty: 3765.600830
	Iteration 40F: 3 clusters Score -1.393442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107223 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13934434.000000 Penalty: 3765.600830
	Iteration 41Q: 3 clusters Score -1.393443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107227 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13934441.000000 Penalty: 3765.600830
	Iteration 42Q: 3 clusters Score -1.393444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13934434.000000 Penalty: 3765.600830
	Iteration 43Q: 3 clusters Score -1.393443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13934446.000000 Penalty: 3765.600830
	Iteration 44Q: 3 clusters Score -1.393445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -13934446.000000 Penalty: 3765.600830
	Iteration 45Q: 3 clusters Score -1.393445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107240 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13934455.000000 Penalty: 3765.600830
	Iteration 46Q: 3 clusters Score -1.393446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107240 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13934450.000000 Penalty: 3765.600830
	Iteration 47Q: 3 clusters Score -1.393445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107241 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -13934451.000000 Penalty: 3765.600830
	Iteration 48Q: 3 clusters Score -1.393445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -13934456.000000 Penalty: 3765.600830
	Iteration 49Q: 3 clusters Score -1.393446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -13934456.000000 Penalty: 3765.600830
	Iteration 50F: 3 clusters Score -1.393446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Entering Unmasked Estep 
Score: -4153245.250000 Penalty: 1688.910156
	Iteration 0F: 2 clusters Score -4153245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4131229.250000 Penalty: 3377.820312
	Iteration 0F: 3 clusters Score -4131229 nChanged 15162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4140124.250000 Penalty: 3377.820312
	Iteration 1F: 3 clusters Score -4140124 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -4141103.000000 Penalty: 3377.820312
	Iteration 2F: 3 clusters Score -4141103 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4142452.250000 Penalty: 3377.820312
	Iteration 3F: 3 clusters Score -4142452 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -4144209.750000 Penalty: 3377.820312
	Iteration 4F: 3 clusters Score -4144210 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -4146310.250000 Penalty: 3377.820312
	Iteration 5F: 3 clusters Score -4146310 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -4148337.750000 Penalty: 3377.820312
	Iteration 6F: 3 clusters Score -4148338 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -4149909.000000 Penalty: 3377.820312
	Iteration 7F: 3 clusters Score -4149909 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4150939.750000 Penalty: 3377.820312
	Iteration 8Q: 3 clusters Score -4150940 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -4151462.250000 Penalty: 3377.820312
	Iteration 9Q: 3 clusters Score -4151462 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -4151706.750000 Penalty: 3377.820312
	Iteration 10Q: 3 clusters Score -4151707 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4151812.750000 Penalty: 3377.820312
	Iteration 11Q: 3 clusters Score -4151813 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -4151863.750000 Penalty: 3377.820312
	Iteration 12Q: 3 clusters Score -4151864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4151909.750000 Penalty: 3377.820312
	Iteration 13Q: 3 clusters Score -4151910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4151941.000000 Penalty: 3377.820312
	Iteration 14Q: 3 clusters Score -4151941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4151955.250000 Penalty: 3377.820312
	Iteration 15Q: 3 clusters Score -4151955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4151968.750000 Penalty: 3377.820312
	Iteration 16Q: 3 clusters Score -4151969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4151982.250000 Penalty: 3377.820312
	Iteration 17Q: 3 clusters Score -4151982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4151984.500000 Penalty: 3377.820312
	Iteration 18Q: 3 clusters Score -4151984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4151998.250000 Penalty: 3377.820312
	Iteration 19Q: 3 clusters Score -4151998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4152003.250000 Penalty: 3377.820312
	Iteration 20F: 3 clusters Score -4152003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -4152003.250000 Penalty: 3377.820312
	Iteration 21Q: 3 clusters Score -4152003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -4152007.000000 Penalty: 3377.820312
	Iteration 22Q: 3 clusters Score -4152007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4152001.000000 Penalty: 3377.820312
	Iteration 23Q: 3 clusters Score -4152001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -4152011.000000 Penalty: 3377.820312
	Iteration 24Q: 3 clusters Score -4152011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4152012.250000 Penalty: 3377.820312
	Iteration 25Q: 3 clusters Score -4152012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4152021.500000 Penalty: 3377.820312
	Iteration 26Q: 3 clusters Score -4152022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4152018.250000 Penalty: 3377.820312
	Iteration 27Q: 3 clusters Score -4152018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -4152019.750000 Penalty: 3377.820312
	Iteration 28Q: 3 clusters Score -4152020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4152025.500000 Penalty: 3377.820312
	Iteration 29Q: 3 clusters Score -4152026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4152026.250000 Penalty: 3377.820312
	Iteration 30Q: 3 clusters Score -4152026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -4152035.500000 Penalty: 3377.820312
	Iteration 31Q: 3 clusters Score -4152036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4152033.750000 Penalty: 3377.820312
	Iteration 32Q: 3 clusters Score -4152034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4152033.500000 Penalty: 3377.820312
	Iteration 33Q: 3 clusters Score -4152034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4152034.750000 Penalty: 3377.820312
	Iteration 34Q: 3 clusters Score -4152035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4152040.250000 Penalty: 3377.820312
	Iteration 35Q: 3 clusters Score -4152040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4152040.250000 Penalty: 3377.820312
	Iteration 36F: 3 clusters Score -4152040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 7377 members 
Mstep: Class 7 contains 82757 members 
Mstep: Class 9 contains 17982 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 70117 members 
Mstep: Class 18 contains 107697 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 32370 members 
Mstep: Class 23 contains 107631 members 
Mstep: Class 24 contains 32640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72788160.000000 Penalty: 38813.050781
Iteration 39Q: 19 clusters Score -7.278816e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 106983 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 8468 members 
Mstep: Class 7 contains 82041 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 18171 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 71778 members 
Mstep: Class 18 contains 107890 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 32702 members 
Mstep: Class 23 contains 107579 members 
Mstep: Class 24 contains 32727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72792144.000000 Penalty: 38813.050781
Iteration 40F: 19 clusters Score -7.279214e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2896 members 
Mstep: Class 3 contains 106766 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 339 members 
Mstep: Class 6 contains 9267 members 
Mstep: Class 7 contains 81095 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 72382 members 
Mstep: Class 18 contains 107579 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 32713 members 
Mstep: Class 23 contains 107496 members 
Mstep: Class 24 contains 32771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72794328.000000 Penalty: 38813.050781
Iteration 41Q: 19 clusters Score -7.279433e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2831 members 
Mstep: Class 3 contains 106571 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 10030 members 
Mstep: Class 7 contains 80130 members 
Mstep: Class 8 contains 314 members 
Mstep: Class 9 contains 18651 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 72905 members 
Mstep: Class 18 contains 107305 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 32725 members 
Mstep: Class 23 contains 107420 members 
Mstep: Class 24 contains 32784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72796080.000000 Penalty: 38813.050781
Iteration 42Q: 19 clusters Score -7.279608e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 106524 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 79043 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 18973 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 16 contains 279 members 
Mstep: Class 17 contains 73335 members 
Mstep: Class 18 contains 107070 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 32739 members 
Mstep: Class 23 contains 107335 members 
Mstep: Class 24 contains 32792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72797264.000000 Penalty: 38813.050781
Iteration 43Q: 19 clusters Score -7.279726e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 106447 members 
Mstep: Class 4 contains 624 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 11534 members 
Mstep: Class 7 contains 77931 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 19317 members 
Mstep: Class 10 contains 3105 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 16 contains 284 members 
Mstep: Class 17 contains 73740 members 
Mstep: Class 18 contains 106896 members 
Mstep: Class 20 contains 2456 members 
Mstep: Class 21 contains 32741 members 
Mstep: Class 23 contains 107260 members 
Mstep: Class 24 contains 32806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798024.000000 Penalty: 38813.050781
Iteration 44Q: 19 clusters Score -7.279802e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 106373 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 12288 members 
Mstep: Class 7 contains 76887 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 19671 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 73951 members 
Mstep: Class 18 contains 106807 members 
Mstep: Class 20 contains 2457 members 
Mstep: Class 21 contains 32764 members 
Mstep: Class 23 contains 107192 members 
Mstep: Class 24 contains 32762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798672.000000 Penalty: 38813.050781
Iteration 45Q: 19 clusters Score -7.279867e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 106369 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 75870 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 20037 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 74148 members 
Mstep: Class 18 contains 106688 members 
Mstep: Class 20 contains 2481 members 
Mstep: Class 21 contains 32796 members 
Mstep: Class 23 contains 107144 members 
Mstep: Class 24 contains 32701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799416.000000 Penalty: 38813.050781
Iteration 46Q: 19 clusters Score -7.279942e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 106353 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 13588 members 
Mstep: Class 7 contains 74889 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 20432 members 
Mstep: Class 10 contains 3117 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 74377 members 
Mstep: Class 18 contains 106525 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 32801 members 
Mstep: Class 23 contains 107104 members 
Mstep: Class 24 contains 32661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800424.000000 Penalty: 38813.050781
Iteration 47Q: 19 clusters Score -7.280042e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 106322 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 14206 members 
Mstep: Class 7 contains 73866 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 20833 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 74550 members 
Mstep: Class 18 contains 106470 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 32811 members 
Mstep: Class 23 contains 107055 members 
Mstep: Class 24 contains 32608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801416.000000 Penalty: 38813.050781
Iteration 48Q: 19 clusters Score -7.280142e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 106196 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 14776 members 
Mstep: Class 7 contains 72869 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 21230 members 
Mstep: Class 10 contains 3130 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 74679 members 
Mstep: Class 18 contains 106542 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 32826 members 
Mstep: Class 23 contains 107033 members 
Mstep: Class 24 contains 32563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72802168.000000 Penalty: 38813.050781
Iteration 49Q: 19 clusters Score -7.280217e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 106066 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 15292 members 
Mstep: Class 7 contains 71910 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 21589 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 74855 members 
Mstep: Class 18 contains 106644 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 32828 members 
Mstep: Class 23 contains 107009 members 
Mstep: Class 24 contains 32504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803064.000000 Penalty: 38813.050781
Iteration 50Q: 19 clusters Score -7.280306e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 105967 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 15830 members 
Mstep: Class 7 contains 70996 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 21928 members 
Mstep: Class 10 contains 3174 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 75000 members 
Mstep: Class 18 contains 106723 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 32812 members 
Mstep: Class 23 contains 106991 members 
Mstep: Class 24 contains 32434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803968.000000 Penalty: 38813.050781
Iteration 51Q: 19 clusters Score -7.280397e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 105818 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 70130 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 22233 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 75176 members 
Mstep: Class 18 contains 106829 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 32809 members 
Mstep: Class 23 contains 106983 members 
Mstep: Class 24 contains 32357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72804760.000000 Penalty: 38813.050781
Iteration 52Q: 19 clusters Score -7.280476e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 105661 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 16818 members 
Mstep: Class 7 contains 69219 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 22538 members 
Mstep: Class 10 contains 3243 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 75356 members 
Mstep: Class 18 contains 106930 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 32813 members 
Mstep: Class 23 contains 106968 members 
Mstep: Class 24 contains 32302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805800.000000 Penalty: 38813.050781
Iteration 53Q: 19 clusters Score -7.28058e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 105589 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17261 members 
Mstep: Class 7 contains 68296 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 22845 members 
Mstep: Class 10 contains 3281 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 75541 members 
Mstep: Class 18 contains 107051 members 
Mstep: Class 20 contains 2708 members 
Mstep: Class 21 contains 32775 members 
Mstep: Class 23 contains 106956 members 
Mstep: Class 24 contains 32244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806696.000000 Penalty: 38813.050781
Iteration 54Q: 19 clusters Score -7.28067e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 105596 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 17675 members 
Mstep: Class 7 contains 67398 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23113 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 75658 members 
Mstep: Class 18 contains 107232 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 32701 members 
Mstep: Class 23 contains 106947 members 
Mstep: Class 24 contains 32194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807568.000000 Penalty: 38813.050781
Iteration 55Q: 19 clusters Score -7.280757e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 3 contains 105581 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 66481 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23385 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 75790 members 
Mstep: Class 18 contains 107392 members 
Mstep: Class 20 contains 2741 members 
Mstep: Class 21 contains 32638 members 
Mstep: Class 23 contains 106935 members 
Mstep: Class 24 contains 32155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 38813.050781
Iteration 56Q: 19 clusters Score -7.280821e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2355 members 
Mstep: Class 3 contains 105573 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18457 members 
Mstep: Class 7 contains 65558 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23627 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 75913 members 
Mstep: Class 18 contains 107569 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 32596 members 
Mstep: Class 23 contains 106932 members 
Mstep: Class 24 contains 32143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808664.000000 Penalty: 38813.050781
Iteration 57Q: 19 clusters Score -7.280866e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 105546 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 18793 members 
Mstep: Class 7 contains 64653 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23857 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 76119 members 
Mstep: Class 18 contains 107745 members 
Mstep: Class 20 contains 2778 members 
Mstep: Class 21 contains 32571 members 
Mstep: Class 23 contains 106932 members 
Mstep: Class 24 contains 32112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809216.000000 Penalty: 38813.050781
Iteration 58Q: 19 clusters Score -7.280922e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 105567 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 19093 members 
Mstep: Class 7 contains 63796 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24064 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 76337 members 
Mstep: Class 18 contains 107890 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 32551 members 
Mstep: Class 23 contains 106922 members 
Mstep: Class 24 contains 32064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72809952.000000 Penalty: 38813.050781
Iteration 59Q: 19 clusters Score -7.280995e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 105625 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 19366 members 
Mstep: Class 7 contains 62976 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24245 members 
Mstep: Class 10 contains 3599 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 76582 members 
Mstep: Class 18 contains 107970 members 
Mstep: Class 20 contains 2827 members 
Mstep: Class 21 contains 32544 members 
Mstep: Class 23 contains 106902 members 
Mstep: Class 24 contains 32022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72811496.000000 Penalty: 38813.050781
Iteration 60F: 19 clusters Score -7.28115e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 105606 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 19805 members 
Mstep: Class 7 contains 62239 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24400 members 
Mstep: Class 10 contains 3654 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 76803 members 
Mstep: Class 18 contains 107939 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 32539 members 
Mstep: Class 23 contains 106908 members 
Mstep: Class 24 contains 31950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72812760.000000 Penalty: 38813.050781
Iteration 61Q: 19 clusters Score -7.281276e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 105538 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 20267 members 
Mstep: Class 7 contains 61546 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24493 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 16 contains 302 members 
Mstep: Class 17 contains 77083 members 
Mstep: Class 18 contains 107930 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 32497 members 
Mstep: Class 23 contains 106919 members 
Mstep: Class 24 contains 31886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813480.000000 Penalty: 38813.050781
Iteration 62Q: 19 clusters Score -7.281348e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 105459 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 20698 members 
Mstep: Class 7 contains 60919 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 24560 members 
Mstep: Class 10 contains 3748 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 16 contains 303 members 
Mstep: Class 17 contains 77378 members 
Mstep: Class 18 contains 107900 members 
Mstep: Class 20 contains 2863 members 
Mstep: Class 21 contains 32455 members 
Mstep: Class 23 contains 106940 members 
Mstep: Class 24 contains 31813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814032.000000 Penalty: 38813.050781
Iteration 63Q: 19 clusters Score -7.281403e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 105366 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 21138 members 
Mstep: Class 7 contains 60436 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 24585 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 77677 members 
Mstep: Class 18 contains 107799 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 32409 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 31730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814520.000000 Penalty: 38813.050781
Iteration 64Q: 19 clusters Score -7.281452e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 105272 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 21578 members 
Mstep: Class 7 contains 59986 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 24575 members 
Mstep: Class 10 contains 3840 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 78036 members 
Mstep: Class 18 contains 107620 members 
Mstep: Class 20 contains 2890 members 
Mstep: Class 21 contains 32363 members 
Mstep: Class 23 contains 106988 members 
Mstep: Class 24 contains 31667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72814576.000000 Penalty: 38813.050781
Iteration 65Q: 19 clusters Score -7.281458e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 105259 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 21973 members 
Mstep: Class 7 contains 59578 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 24552 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 78448 members 
Mstep: Class 18 contains 107355 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 32313 members 
Mstep: Class 23 contains 107009 members 
Mstep: Class 24 contains 31590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815024.000000 Penalty: 38813.050781
Iteration 66Q: 19 clusters Score -7.281502e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 105185 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 22340 members 
Mstep: Class 7 contains 59240 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24519 members 
Mstep: Class 10 contains 3901 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 78960 members 
Mstep: Class 18 contains 107030 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 32265 members 
Mstep: Class 23 contains 107012 members 
Mstep: Class 24 contains 31524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815336.000000 Penalty: 38813.050781
Iteration 67Q: 19 clusters Score -7.281534e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2029 members 
Mstep: Class 3 contains 105091 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 22649 members 
Mstep: Class 7 contains 58928 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24502 members 
Mstep: Class 10 contains 3923 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 79451 members 
Mstep: Class 18 contains 106754 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 32221 members 
Mstep: Class 23 contains 107015 members 
Mstep: Class 24 contains 31467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815504.000000 Penalty: 38813.050781
Iteration 68Q: 19 clusters Score -7.28155e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 104973 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 22925 members 
Mstep: Class 7 contains 58682 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24440 members 
Mstep: Class 10 contains 3939 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 79985 members 
Mstep: Class 18 contains 106500 members 
Mstep: Class 20 contains 2929 members 
Mstep: Class 21 contains 32148 members 
Mstep: Class 23 contains 107025 members 
Mstep: Class 24 contains 31393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815520.000000 Penalty: 38813.050781
Iteration 69Q: 19 clusters Score -7.281552e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1974 members 
Mstep: Class 3 contains 104815 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 23224 members 
Mstep: Class 7 contains 58419 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24365 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 80638 members 
Mstep: Class 18 contains 106155 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 32084 members 
Mstep: Class 23 contains 107031 members 
Mstep: Class 24 contains 31340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815616.000000 Penalty: 38813.050781
Iteration 70Q: 19 clusters Score -7.281562e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 104628 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 23469 members 
Mstep: Class 7 contains 58220 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24277 members 
Mstep: Class 10 contains 3966 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 81376 members 
Mstep: Class 18 contains 105786 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 32001 members 
Mstep: Class 23 contains 107043 members 
Mstep: Class 24 contains 31272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815480.000000 Penalty: 38813.050781
Iteration 71Q: 19 clusters Score -7.281548e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1928 members 
Mstep: Class 3 contains 104473 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 23710 members 
Mstep: Class 7 contains 58047 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24193 members 
Mstep: Class 10 contains 3980 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 82086 members 
Mstep: Class 18 contains 105392 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 31904 members 
Mstep: Class 23 contains 107056 members 
Mstep: Class 24 contains 31210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815760.000000 Penalty: 38813.050781
Iteration 72Q: 19 clusters Score -7.281576e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1900 members 
Mstep: Class 3 contains 104304 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 57904 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 24098 members 
Mstep: Class 10 contains 3991 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 82877 members 
Mstep: Class 18 contains 104891 members 
Mstep: Class 20 contains 2973 members 
Mstep: Class 21 contains 31819 members 
Mstep: Class 23 contains 107063 members 
Mstep: Class 24 contains 31150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816248.000000 Penalty: 38813.050781
Iteration 73Q: 19 clusters Score -7.281625e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1870 members 
Mstep: Class 3 contains 104129 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 24210 members 
Mstep: Class 7 contains 57744 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23989 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 83759 members 
Mstep: Class 18 contains 104401 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 31717 members 
Mstep: Class 23 contains 107068 members 
Mstep: Class 24 contains 31077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816456.000000 Penalty: 38813.050781
Iteration 74Q: 19 clusters Score -7.281646e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 103936 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 24417 members 
Mstep: Class 7 contains 57644 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23885 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 84639 members 
Mstep: Class 18 contains 103892 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 31618 members 
Mstep: Class 23 contains 107072 members 
Mstep: Class 24 contains 30995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816720.000000 Penalty: 38813.050781
Iteration 75Q: 19 clusters Score -7.281672e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 103709 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 24611 members 
Mstep: Class 7 contains 57558 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23781 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 85554 members 
Mstep: Class 18 contains 103373 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 31528 members 
Mstep: Class 23 contains 107056 members 
Mstep: Class 24 contains 30928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72816888.000000 Penalty: 38813.050781
Iteration 76Q: 19 clusters Score -7.281689e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 3 contains 103544 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 24772 members 
Mstep: Class 7 contains 57420 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23678 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 86546 members 
Mstep: Class 18 contains 102821 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 31458 members 
Mstep: Class 23 contains 107057 members 
Mstep: Class 24 contains 30820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817008.000000 Penalty: 38813.050781
Iteration 77Q: 19 clusters Score -7.281701e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1782 members 
Mstep: Class 3 contains 103453 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 24919 members 
Mstep: Class 7 contains 57310 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23568 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 87451 members 
Mstep: Class 18 contains 102282 members 
Mstep: Class 20 contains 3023 members 
Mstep: Class 21 contains 31392 members 
Mstep: Class 23 contains 107050 members 
Mstep: Class 24 contains 30706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817144.000000 Penalty: 38813.050781
Iteration 78Q: 19 clusters Score -7.281714e+07 nChanged 2448
Entering ConstructFrom: 
Score: -72817144.000000 Penalty: 38813.050781
Entering ConstructFrom: 
Trying to split cluster 1 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -10708.731445 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -10708.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10019.325195 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -10019.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10170.454102 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -10170.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10214.393555 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -10214.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10227.239258 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -10227.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10230.508789 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -10230.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10234.232422 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -10234.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10237.962891 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -10237.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10239.947266 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -10239.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10245.212891 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -10245.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10245.858398 Penalty: 1817.070801
	Iteration 9Q: 3 clusters Score -10245.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10246.074219 Penalty: 1817.070801
	Iteration 10Q: 3 clusters Score -10246.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10246.074219 Penalty: 1817.070801
	Iteration 11F: 3 clusters Score -10246.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -230197.734375 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -230197.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -228275.218750 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -228275.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -228629.562500 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -228629.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228700.265625 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -228700.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -228743.328125 Penalty: 2430.405273
	Iteration 3Q: 3 clusters Score -228743.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -228768.015625 Penalty: 2430.405273
	Iteration 4Q: 3 clusters Score -228768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -228785.906250 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -228785.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228796.484375 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -228796.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228807.937500 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -228807.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -228814.187500 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -228814.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228815.859375 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -228815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -228818.171875 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -228818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -228820.921875 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -228820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -228823.546875 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -228823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228825.609375 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -228825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -228828.453125 Penalty: 2430.405273
	Iteration 14Q: 3 clusters Score -228828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -228829.531250 Penalty: 2430.405273
	Iteration 15Q: 3 clusters Score -228829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -228831.156250 Penalty: 2430.405273
	Iteration 16Q: 3 clusters Score -228831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -228832.125000 Penalty: 2430.405273
	Iteration 17Q: 3 clusters Score -228832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -228833.390625 Penalty: 2430.405273
	Iteration 18Q: 3 clusters Score -228833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -228834.156250 Penalty: 2430.405273
	Iteration 19Q: 3 clusters Score -228834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -228836.968750 Penalty: 2430.405273
	Iteration 20F: 3 clusters Score -228837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -228841.640625 Penalty: 2430.405273
	Iteration 21Q: 3 clusters Score -228841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -228845.453125 Penalty: 2430.405273
	Iteration 22Q: 3 clusters Score -228845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -228847.093750 Penalty: 2430.405273
	Iteration 23Q: 3 clusters Score -228847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -228848.281250 Penalty: 2430.405273
	Iteration 24Q: 3 clusters Score -228848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -228849.359375 Penalty: 2430.405273
	Iteration 25Q: 3 clusters Score -228849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -228849.640625 Penalty: 2430.405273
	Iteration 26Q: 3 clusters Score -228849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -228849.640625 Penalty: 2430.405273
	Iteration 27F: 3 clusters Score -228849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Entering Unmasked Estep 
Score: -13224343.000000 Penalty: 1876.269409
	Iteration 0F: 2 clusters Score -1.322434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -13156804.000000 Penalty: 3752.538818
	Iteration 0F: 3 clusters Score -1.31568e+07 nChanged 49620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -13185426.000000 Penalty: 3752.538818
	Iteration 1F: 3 clusters Score -1.318543e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -13186112.000000 Penalty: 3752.538818
	Iteration 2Q: 3 clusters Score -1.318611e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -13187107.000000 Penalty: 3752.538818
	Iteration 3Q: 3 clusters Score -1.318711e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -13188602.000000 Penalty: 3752.538818
	Iteration 4Q: 3 clusters Score -1.31886e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -13190986.000000 Penalty: 3752.538818
	Iteration 5Q: 3 clusters Score -1.319099e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -13194566.000000 Penalty: 3752.538818
	Iteration 6F: 3 clusters Score -1.319457e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -13199335.000000 Penalty: 3752.538818
	Iteration 7F: 3 clusters Score -1.319934e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -13204546.000000 Penalty: 3752.538818
	Iteration 8F: 3 clusters Score -1.320455e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -13209084.000000 Penalty: 3752.538818
	Iteration 9F: 3 clusters Score -1.320908e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -13211893.000000 Penalty: 3752.538818
	Iteration 10Q: 3 clusters Score -1.321189e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -13213210.000000 Penalty: 3752.538818
	Iteration 11Q: 3 clusters Score -1.321321e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -13213927.000000 Penalty: 3752.538818
	Iteration 12Q: 3 clusters Score -1.321393e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -13214292.000000 Penalty: 3752.538818
	Iteration 13Q: 3 clusters Score -1.321429e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -13214641.000000 Penalty: 3752.538818
	Iteration 14Q: 3 clusters Score -1.321464e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -13214974.000000 Penalty: 3752.538818
	Iteration 15Q: 3 clusters Score -1.321497e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -13215316.000000 Penalty: 3752.538818
	Iteration 16Q: 3 clusters Score -1.321532e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -13215689.000000 Penalty: 3752.538818
	Iteration 17Q: 3 clusters Score -1.321569e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -13216048.000000 Penalty: 3752.538818
	Iteration 18Q: 3 clusters Score -1.321605e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -13216448.000000 Penalty: 3752.538818
	Iteration 19Q: 3 clusters Score -1.321645e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -13216785.000000 Penalty: 3752.538818
	Iteration 20F: 3 clusters Score -1.321678e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -13217174.000000 Penalty: 3752.538818
	Iteration 21Q: 3 clusters Score -1.321717e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -13217671.000000 Penalty: 3752.538818
	Iteration 22Q: 3 clusters Score -1.321767e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -13218122.000000 Penalty: 3752.538818
	Iteration 23Q: 3 clusters Score -1.321812e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -13218665.000000 Penalty: 3752.538818
	Iteration 24Q: 3 clusters Score -1.321866e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -13219190.000000 Penalty: 3752.538818
	Iteration 25Q: 3 clusters Score -1.321919e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -13219638.000000 Penalty: 3752.538818
	Iteration 26Q: 3 clusters Score -1.321964e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -13220097.000000 Penalty: 3752.538818
	Iteration 27Q: 3 clusters Score -1.32201e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -13220492.000000 Penalty: 3752.538818
	Iteration 28Q: 3 clusters Score -1.322049e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98885 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -13220915.000000 Penalty: 3752.538818
	Iteration 29Q: 3 clusters Score -1.322092e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -13221220.000000 Penalty: 3752.538818
	Iteration 30Q: 3 clusters Score -1.322122e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -13221474.000000 Penalty: 3752.538818
	Iteration 31Q: 3 clusters Score -1.322147e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -13221682.000000 Penalty: 3752.538818
	Iteration 32Q: 3 clusters Score -1.322168e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -13221879.000000 Penalty: 3752.538818
	Iteration 33Q: 3 clusters Score -1.322188e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13222027.000000 Penalty: 3752.538818
	Iteration 34Q: 3 clusters Score -1.322203e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13222143.000000 Penalty: 3752.538818
	Iteration 35Q: 3 clusters Score -1.322214e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -13222281.000000 Penalty: 3752.538818
	Iteration 36Q: 3 clusters Score -1.322228e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13222385.000000 Penalty: 3752.538818
	Iteration 37Q: 3 clusters Score -1.322238e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -13222456.000000 Penalty: 3752.538818
	Iteration 38Q: 3 clusters Score -1.322246e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102151 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -13222534.000000 Penalty: 3752.538818
	Iteration 39Q: 3 clusters Score -1.322253e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13222577.000000 Penalty: 3752.538818
	Iteration 40F: 3 clusters Score -1.322258e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13222580.000000 Penalty: 3752.538818
	Iteration 41Q: 3 clusters Score -1.322258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102349 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13222603.000000 Penalty: 3752.538818
	Iteration 42Q: 3 clusters Score -1.32226e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13222629.000000 Penalty: 3752.538818
	Iteration 43Q: 3 clusters Score -1.322263e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102438 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13222673.000000 Penalty: 3752.538818
	Iteration 44Q: 3 clusters Score -1.322267e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13222688.000000 Penalty: 3752.538818
	Iteration 45Q: 3 clusters Score -1.322269e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13222704.000000 Penalty: 3752.538818
	Iteration 46Q: 3 clusters Score -1.32227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102548 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -13222726.000000 Penalty: 3752.538818
	Iteration 47Q: 3 clusters Score -1.322273e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102569 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13222737.000000 Penalty: 3752.538818
	Iteration 48Q: 3 clusters Score -1.322274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13222759.000000 Penalty: 3752.538818
	Iteration 49Q: 3 clusters Score -1.322276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13222764.000000 Penalty: 3752.538818
	Iteration 50Q: 3 clusters Score -1.322276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13222780.000000 Penalty: 3752.538818
	Iteration 51Q: 3 clusters Score -1.322278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13222781.000000 Penalty: 3752.538818
	Iteration 52Q: 3 clusters Score -1.322278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13222791.000000 Penalty: 3752.538818
	Iteration 53Q: 3 clusters Score -1.322279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102656 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13222788.000000 Penalty: 3752.538818
	Iteration 54Q: 3 clusters Score -1.322279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -13222797.000000 Penalty: 3752.538818
	Iteration 55Q: 3 clusters Score -1.32228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -13222791.000000 Penalty: 3752.538818
	Iteration 56Q: 3 clusters Score -1.322279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13222790.000000 Penalty: 3752.538818
	Iteration 57Q: 3 clusters Score -1.322279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13222790.000000 Penalty: 3752.538818
	Iteration 58F: 3 clusters Score -1.322279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -67125.929688 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -67125.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65948.070312 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -65948.07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66183.148438 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -66183.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66256.031250 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -66256.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66284.867188 Penalty: 2101.497070
	Iteration 3Q: 3 clusters Score -66284.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66306.312500 Penalty: 2101.497070
	Iteration 4Q: 3 clusters Score -66306.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66314.976562 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -66314.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66321.312500 Penalty: 2101.497070
	Iteration 6Q: 3 clusters Score -66321.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66329.546875 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -66329.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66336.875000 Penalty: 2101.497070
	Iteration 8Q: 3 clusters Score -66336.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66339.867188 Penalty: 2101.497070
	Iteration 9Q: 3 clusters Score -66339.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66344.515625 Penalty: 2101.497070
	Iteration 10Q: 3 clusters Score -66344.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66347.289062 Penalty: 2101.497070
	Iteration 11Q: 3 clusters Score -66347.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66357.718750 Penalty: 2101.497070
	Iteration 12Q: 3 clusters Score -66357.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66363.234375 Penalty: 2101.497070
	Iteration 13Q: 3 clusters Score -66363.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66366.718750 Penalty: 2101.497070
	Iteration 14Q: 3 clusters Score -66366.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66367.648438 Penalty: 2101.497070
	Iteration 15Q: 3 clusters Score -66367.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66368.664062 Penalty: 2101.497070
	Iteration 16Q: 3 clusters Score -66368.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66373.218750 Penalty: 2101.497070
	Iteration 17Q: 3 clusters Score -66373.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66375.453125 Penalty: 2101.497070
	Iteration 18Q: 3 clusters Score -66375.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66375.453125 Penalty: 2101.497070
	Iteration 19F: 3 clusters Score -66375.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -23076.074219 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -23076.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22276.300781 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -22276.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22546.130859 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -22546.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22673.230469 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -22673.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22783.187500 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -22783.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22905.949219 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -22905.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22974.960938 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -22974.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22990.078125 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -22990.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22997.105469 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -22997.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23001.386719 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -23001.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23001.386719 Penalty: 1877.736938
	Iteration 9F: 3 clusters Score -23001.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Entering Unmasked Estep 
Score: -3233709.250000 Penalty: 1645.668457
	Iteration 0F: 2 clusters Score -3233709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3216729.500000 Penalty: 3291.336914
	Iteration 0F: 3 clusters Score -3216730 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3222988.500000 Penalty: 3291.336914
	Iteration 1F: 3 clusters Score -3222988 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3223432.000000 Penalty: 3291.336914
	Iteration 2Q: 3 clusters Score -3223432 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3223908.750000 Penalty: 3291.336914
	Iteration 3Q: 3 clusters Score -3223909 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3224654.250000 Penalty: 3291.336914
	Iteration 4F: 3 clusters Score -3224654 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3225749.000000 Penalty: 3291.336914
	Iteration 5F: 3 clusters Score -3225749 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3227321.000000 Penalty: 3291.336914
	Iteration 6F: 3 clusters Score -3227321 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3229145.250000 Penalty: 3291.336914
	Iteration 7F: 3 clusters Score -3229145 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3230662.750000 Penalty: 3291.336914
	Iteration 8F: 3 clusters Score -3230663 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3231517.000000 Penalty: 3291.336914
	Iteration 9Q: 3 clusters Score -3231517 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3231910.000000 Penalty: 3291.336914
	Iteration 10Q: 3 clusters Score -3231910 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3232103.500000 Penalty: 3291.336914
	Iteration 11Q: 3 clusters Score -3232104 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3232184.000000 Penalty: 3291.336914
	Iteration 12Q: 3 clusters Score -3232184 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3232239.000000 Penalty: 3291.336914
	Iteration 13Q: 3 clusters Score -3232239 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3232267.000000 Penalty: 3291.336914
	Iteration 14Q: 3 clusters Score -3232267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3232288.000000 Penalty: 3291.336914
	Iteration 15Q: 3 clusters Score -3232288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3232305.250000 Penalty: 3291.336914
	Iteration 16Q: 3 clusters Score -3232305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3232328.000000 Penalty: 3291.336914
	Iteration 17Q: 3 clusters Score -3232328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3232329.000000 Penalty: 3291.336914
	Iteration 18Q: 3 clusters Score -3232329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3232338.750000 Penalty: 3291.336914
	Iteration 19Q: 3 clusters Score -3232339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3232345.750000 Penalty: 3291.336914
	Iteration 20F: 3 clusters Score -3232346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3232355.750000 Penalty: 3291.336914
	Iteration 21Q: 3 clusters Score -3232356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3232358.750000 Penalty: 3291.336914
	Iteration 22Q: 3 clusters Score -3232359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3232359.500000 Penalty: 3291.336914
	Iteration 23Q: 3 clusters Score -3232360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3232358.000000 Penalty: 3291.336914
	Iteration 24Q: 3 clusters Score -3232358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3232359.500000 Penalty: 3291.336914
	Iteration 25Q: 3 clusters Score -3232360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3232360.250000 Penalty: 3291.336914
	Iteration 26Q: 3 clusters Score -3232360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3232363.750000 Penalty: 3291.336914
	Iteration 27Q: 3 clusters Score -3232364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3232361.750000 Penalty: 3291.336914
	Iteration 28Q: 3 clusters Score -3232362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3232365.250000 Penalty: 3291.336914
	Iteration 29Q: 3 clusters Score -3232365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3232365.250000 Penalty: 3291.336914
	Iteration 30F: 3 clusters Score -3232365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Entering Unmasked Estep 
Score: -7336668.000000 Penalty: 1780.123535
	Iteration 0F: 2 clusters Score -7336668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -7298375.500000 Penalty: 3560.247070
	Iteration 0F: 3 clusters Score -7298376 nChanged 26893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -7313563.000000 Penalty: 3560.247070
	Iteration 1F: 3 clusters Score -7313563 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -7314008.000000 Penalty: 3560.247070
	Iteration 2Q: 3 clusters Score -7314008 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -7314471.000000 Penalty: 3560.247070
	Iteration 3Q: 3 clusters Score -7314471 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -7314896.500000 Penalty: 3560.247070
	Iteration 4Q: 3 clusters Score -7314896 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -7315315.000000 Penalty: 3560.247070
	Iteration 5Q: 3 clusters Score -7315315 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -7315790.500000 Penalty: 3560.247070
	Iteration 6Q: 3 clusters Score -7315790 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -7316291.000000 Penalty: 3560.247070
	Iteration 7Q: 3 clusters Score -7316291 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -7316908.500000 Penalty: 3560.247070
	Iteration 8Q: 3 clusters Score -7316908 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -7317551.500000 Penalty: 3560.247070
	Iteration 9Q: 3 clusters Score -7317552 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -7318362.000000 Penalty: 3560.247070
	Iteration 10Q: 3 clusters Score -7318362 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -7319406.000000 Penalty: 3560.247070
	Iteration 11Q: 3 clusters Score -7319406 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -7320841.000000 Penalty: 3560.247070
	Iteration 12Q: 3 clusters Score -7320841 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -7322562.000000 Penalty: 3560.247070
	Iteration 13Q: 3 clusters Score -7322562 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -7324184.000000 Penalty: 3560.247070
	Iteration 14F: 3 clusters Score -7324184 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -7325185.000000 Penalty: 3560.247070
	Iteration 15Q: 3 clusters Score -7325185 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -7325717.000000 Penalty: 3560.247070
	Iteration 16Q: 3 clusters Score -7325717 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -7326014.000000 Penalty: 3560.247070
	Iteration 17Q: 3 clusters Score -7326014 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -7326226.000000 Penalty: 3560.247070
	Iteration 18Q: 3 clusters Score -7326226 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -7326500.000000 Penalty: 3560.247070
	Iteration 19Q: 3 clusters Score -7326500 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -7326715.000000 Penalty: 3560.247070
	Iteration 20F: 3 clusters Score -7326715 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -7327004.500000 Penalty: 3560.247070
	Iteration 21Q: 3 clusters Score -7327004 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -7327260.000000 Penalty: 3560.247070
	Iteration 22Q: 3 clusters Score -7327260 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -7327538.500000 Penalty: 3560.247070
	Iteration 23Q: 3 clusters Score -7327538 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -7327805.000000 Penalty: 3560.247070
	Iteration 24Q: 3 clusters Score -7327805 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -7328051.500000 Penalty: 3560.247070
	Iteration 25Q: 3 clusters Score -7328052 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -7328291.500000 Penalty: 3560.247070
	Iteration 26Q: 3 clusters Score -7328292 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -7328525.500000 Penalty: 3560.247070
	Iteration 27Q: 3 clusters Score -7328526 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -7328750.000000 Penalty: 3560.247070
	Iteration 28Q: 3 clusters Score -7328750 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -7329015.500000 Penalty: 3560.247070
	Iteration 29Q: 3 clusters Score -7329016 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -7329258.000000 Penalty: 3560.247070
	Iteration 30Q: 3 clusters Score -7329258 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -7329501.500000 Penalty: 3560.247070
	Iteration 31Q: 3 clusters Score -7329502 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -7329739.000000 Penalty: 3560.247070
	Iteration 32Q: 3 clusters Score -7329739 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -7330039.000000 Penalty: 3560.247070
	Iteration 33Q: 3 clusters Score -7330039 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -7330293.500000 Penalty: 3560.247070
	Iteration 34Q: 3 clusters Score -7330294 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -7330602.000000 Penalty: 3560.247070
	Iteration 35Q: 3 clusters Score -7330602 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -7330860.500000 Penalty: 3560.247070
	Iteration 36Q: 3 clusters Score -7330860 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -7331153.000000 Penalty: 3560.247070
	Iteration 37Q: 3 clusters Score -7331153 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -7331441.500000 Penalty: 3560.247070
	Iteration 38Q: 3 clusters Score -7331442 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -7331644.500000 Penalty: 3560.247070
	Iteration 39Q: 3 clusters Score -7331644 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -7331950.500000 Penalty: 3560.247070
	Iteration 40F: 3 clusters Score -7331950 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -7332227.500000 Penalty: 3560.247070
	Iteration 41Q: 3 clusters Score -7332228 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -7332498.000000 Penalty: 3560.247070
	Iteration 42Q: 3 clusters Score -7332498 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -7332782.000000 Penalty: 3560.247070
	Iteration 43Q: 3 clusters Score -7332782 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -7333042.000000 Penalty: 3560.247070
	Iteration 44Q: 3 clusters Score -7333042 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -7333301.000000 Penalty: 3560.247070
	Iteration 45Q: 3 clusters Score -7333301 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -7333571.000000 Penalty: 3560.247070
	Iteration 46Q: 3 clusters Score -7333571 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7333780.500000 Penalty: 3560.247070
	Iteration 47Q: 3 clusters Score -7333780 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -7334013.500000 Penalty: 3560.247070
	Iteration 48Q: 3 clusters Score -7334014 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -7334193.000000 Penalty: 3560.247070
	Iteration 49Q: 3 clusters Score -7334193 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7334350.500000 Penalty: 3560.247070
	Iteration 50Q: 3 clusters Score -7334350 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7334478.000000 Penalty: 3560.247070
	Iteration 51Q: 3 clusters Score -7334478 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7334584.000000 Penalty: 3560.247070
	Iteration 52Q: 3 clusters Score -7334584 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7334676.000000 Penalty: 3560.247070
	Iteration 53Q: 3 clusters Score -7334676 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7334770.000000 Penalty: 3560.247070
	Iteration 54Q: 3 clusters Score -7334770 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7334839.500000 Penalty: 3560.247070
	Iteration 55Q: 3 clusters Score -7334840 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7334892.000000 Penalty: 3560.247070
	Iteration 56Q: 3 clusters Score -7334892 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7334931.000000 Penalty: 3560.247070
	Iteration 57Q: 3 clusters Score -7334931 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7334994.500000 Penalty: 3560.247070
	Iteration 58Q: 3 clusters Score -7334994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7335036.500000 Penalty: 3560.247070
	Iteration 59Q: 3 clusters Score -7335036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7335052.000000 Penalty: 3560.247070
	Iteration 60F: 3 clusters Score -7335052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7335074.500000 Penalty: 3560.247070
	Iteration 61Q: 3 clusters Score -7335074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7335082.000000 Penalty: 3560.247070
	Iteration 62Q: 3 clusters Score -7335082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7335094.000000 Penalty: 3560.247070
	Iteration 63Q: 3 clusters Score -7335094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7335107.000000 Penalty: 3560.247070
	Iteration 64Q: 3 clusters Score -7335107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7335119.500000 Penalty: 3560.247070
	Iteration 65Q: 3 clusters Score -7335120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7335119.000000 Penalty: 3560.247070
	Iteration 66Q: 3 clusters Score -7335119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7335128.000000 Penalty: 3560.247070
	Iteration 67Q: 3 clusters Score -7335128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7335126.000000 Penalty: 3560.247070
	Iteration 68Q: 3 clusters Score -7335126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7335125.000000 Penalty: 3560.247070
	Iteration 69Q: 3 clusters Score -7335125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7335140.500000 Penalty: 3560.247070
	Iteration 70Q: 3 clusters Score -7335140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7335144.000000 Penalty: 3560.247070
	Iteration 71Q: 3 clusters Score -7335144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7335145.500000 Penalty: 3560.247070
	Iteration 72Q: 3 clusters Score -7335146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7335140.000000 Penalty: 3560.247070
	Iteration 73Q: 3 clusters Score -7335140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7335145.500000 Penalty: 3560.247070
	Iteration 74Q: 3 clusters Score -7335146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7335156.000000 Penalty: 3560.247070
	Iteration 75Q: 3 clusters Score -7335156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7335158.000000 Penalty: 3560.247070
	Iteration 76Q: 3 clusters Score -7335158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7335166.000000 Penalty: 3560.247070
	Iteration 77Q: 3 clusters Score -7335166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7335165.000000 Penalty: 3560.247070
	Iteration 78Q: 3 clusters Score -7335165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7335169.500000 Penalty: 3560.247070
	Iteration 79Q: 3 clusters Score -7335170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7335173.000000 Penalty: 3560.247070
	Iteration 80F: 3 clusters Score -7335173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7335173.000000 Penalty: 3560.247070
	Iteration 81Q: 3 clusters Score -7335173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7335182.500000 Penalty: 3560.247070
	Iteration 82Q: 3 clusters Score -7335182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7335178.500000 Penalty: 3560.247070
	Iteration 83Q: 3 clusters Score -7335178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7335180.500000 Penalty: 3560.247070
	Iteration 84Q: 3 clusters Score -7335180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7335186.500000 Penalty: 3560.247070
	Iteration 85Q: 3 clusters Score -7335186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7335182.000000 Penalty: 3560.247070
	Iteration 86Q: 3 clusters Score -7335182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7335185.000000 Penalty: 3560.247070
	Iteration 87Q: 3 clusters Score -7335185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7335186.000000 Penalty: 3560.247070
	Iteration 88Q: 3 clusters Score -7335186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7335188.000000 Penalty: 3560.247070
	Iteration 89Q: 3 clusters Score -7335188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7335186.500000 Penalty: 3560.247070
	Iteration 90Q: 3 clusters Score -7335186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7335190.000000 Penalty: 3560.247070
	Iteration 91Q: 3 clusters Score -7335190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7335192.000000 Penalty: 3560.247070
	Iteration 92Q: 3 clusters Score -7335192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7335191.000000 Penalty: 3560.247070
	Iteration 93Q: 3 clusters Score -7335191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7335193.500000 Penalty: 3560.247070
	Iteration 94Q: 3 clusters Score -7335194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7335194.000000 Penalty: 3560.247070
	Iteration 95Q: 3 clusters Score -7335194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7335195.500000 Penalty: 3560.247070
	Iteration 96Q: 3 clusters Score -7335196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7335191.500000 Penalty: 3560.247070
	Iteration 97Q: 3 clusters Score -7335192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7335193.000000 Penalty: 3560.247070
	Iteration 98Q: 3 clusters Score -7335193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7335198.500000 Penalty: 3560.247070
	Iteration 99Q: 3 clusters Score -7335198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7335196.500000 Penalty: 3560.247070
	Iteration 100F: 3 clusters Score -7335196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7335196.500000 Penalty: 3560.247070
	Iteration 101Q: 3 clusters Score -7335196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7335200.500000 Penalty: 3560.247070
	Iteration 102Q: 3 clusters Score -7335200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7335200.500000 Penalty: 3560.247070
	Iteration 103F: 3 clusters Score -7335200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -33879.941406 Penalty: 925.777710
	Iteration 0F: 2 clusters Score -33879.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33073.226562 Penalty: 1851.555420
	Iteration 0F: 3 clusters Score -33073.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33264.910156 Penalty: 1851.555420
	Iteration 1F: 3 clusters Score -33264.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33332.710938 Penalty: 1851.555420
	Iteration 2F: 3 clusters Score -33332.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33355.121094 Penalty: 1851.555420
	Iteration 3Q: 3 clusters Score -33355.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33378.648438 Penalty: 1851.555420
	Iteration 4Q: 3 clusters Score -33378.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33405.503906 Penalty: 1851.555420
	Iteration 5Q: 3 clusters Score -33405.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33419.761719 Penalty: 1851.555420
	Iteration 6Q: 3 clusters Score -33419.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33423.324219 Penalty: 1851.555420
	Iteration 7Q: 3 clusters Score -33423.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33426.648438 Penalty: 1851.555420
	Iteration 8Q: 3 clusters Score -33426.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33431.976562 Penalty: 1851.555420
	Iteration 9Q: 3 clusters Score -33431.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33431.976562 Penalty: 1851.555420
	Iteration 10F: 3 clusters Score -33431.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Entering Unmasked Estep 
Score: -2952681.000000 Penalty: 1635.225220
	Iteration 0F: 2 clusters Score -2952681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2936880.500000 Penalty: 3270.450439
	Iteration 0F: 3 clusters Score -2936880 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2942829.250000 Penalty: 3270.450439
	Iteration 1F: 3 clusters Score -2942829 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2943188.000000 Penalty: 3270.450439
	Iteration 2Q: 3 clusters Score -2943188 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2943613.000000 Penalty: 3270.450439
	Iteration 3Q: 3 clusters Score -2943613 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2944180.500000 Penalty: 3270.450439
	Iteration 4F: 3 clusters Score -2944180 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2944932.750000 Penalty: 3270.450439
	Iteration 5F: 3 clusters Score -2944933 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2945954.250000 Penalty: 3270.450439
	Iteration 6F: 3 clusters Score -2945954 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2947161.500000 Penalty: 3270.450439
	Iteration 7F: 3 clusters Score -2947162 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2948325.500000 Penalty: 3270.450439
	Iteration 8F: 3 clusters Score -2948326 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2949316.250000 Penalty: 3270.450439
	Iteration 9F: 3 clusters Score -2949316 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2950004.750000 Penalty: 3270.450439
	Iteration 10Q: 3 clusters Score -2950005 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2950467.500000 Penalty: 3270.450439
	Iteration 11Q: 3 clusters Score -2950468 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2950719.500000 Penalty: 3270.450439
	Iteration 12Q: 3 clusters Score -2950720 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2950890.000000 Penalty: 3270.450439
	Iteration 13Q: 3 clusters Score -2950890 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2951022.250000 Penalty: 3270.450439
	Iteration 14Q: 3 clusters Score -2951022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2951108.750000 Penalty: 3270.450439
	Iteration 15Q: 3 clusters Score -2951109 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2951167.500000 Penalty: 3270.450439
	Iteration 16Q: 3 clusters Score -2951168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2951206.500000 Penalty: 3270.450439
	Iteration 17Q: 3 clusters Score -2951206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2951234.750000 Penalty: 3270.450439
	Iteration 18Q: 3 clusters Score -2951235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2951257.500000 Penalty: 3270.450439
	Iteration 19Q: 3 clusters Score -2951258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2951270.500000 Penalty: 3270.450439
	Iteration 20F: 3 clusters Score -2951270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2951277.250000 Penalty: 3270.450439
	Iteration 21Q: 3 clusters Score -2951277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2951284.250000 Penalty: 3270.450439
	Iteration 22Q: 3 clusters Score -2951284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2951289.000000 Penalty: 3270.450439
	Iteration 23Q: 3 clusters Score -2951289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2951289.000000 Penalty: 3270.450439
	Iteration 24Q: 3 clusters Score -2951289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2951289.000000 Penalty: 3270.450439
	Iteration 25F: 3 clusters Score -2951289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -490120.593750 Penalty: 1348.229370
	Iteration 0F: 2 clusters Score -490120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -486772.468750 Penalty: 2696.458740
	Iteration 0F: 3 clusters Score -486772.5 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -487881.656250 Penalty: 2696.458740
	Iteration 1F: 3 clusters Score -487881.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -488196.375000 Penalty: 2696.458740
	Iteration 2F: 3 clusters Score -488196.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -488429.437500 Penalty: 2696.458740
	Iteration 3F: 3 clusters Score -488429.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -488630.156250 Penalty: 2696.458740
	Iteration 4F: 3 clusters Score -488630.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -488819.343750 Penalty: 2696.458740
	Iteration 5F: 3 clusters Score -488819.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -488997.875000 Penalty: 2696.458740
	Iteration 6Q: 3 clusters Score -488997.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -489141.281250 Penalty: 2696.458740
	Iteration 7Q: 3 clusters Score -489141.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -489240.562500 Penalty: 2696.458740
	Iteration 8Q: 3 clusters Score -489240.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -489318.593750 Penalty: 2696.458740
	Iteration 9Q: 3 clusters Score -489318.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -489385.968750 Penalty: 2696.458740
	Iteration 10Q: 3 clusters Score -489386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -489425.375000 Penalty: 2696.458740
	Iteration 11Q: 3 clusters Score -489425.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -489439.750000 Penalty: 2696.458740
	Iteration 12Q: 3 clusters Score -489439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -489447.218750 Penalty: 2696.458740
	Iteration 13Q: 3 clusters Score -489447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -489452.625000 Penalty: 2696.458740
	Iteration 14Q: 3 clusters Score -489452.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -489455.406250 Penalty: 2696.458740
	Iteration 15Q: 3 clusters Score -489455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -489455.750000 Penalty: 2696.458740
	Iteration 16Q: 3 clusters Score -489455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -489457.593750 Penalty: 2696.458740
	Iteration 17Q: 3 clusters Score -489457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -489457.593750 Penalty: 2696.458740
	Iteration 18F: 3 clusters Score -489457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -28507.357422 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -28507.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27689.019531 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -27689.02 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27846.291016 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -27846.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27942.039062 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -27942.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27959.802734 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -27959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27970.964844 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -27970.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27979.367188 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -27979.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27982.861328 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -27982.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27982.861328 Penalty: 1883.718750
	Iteration 7F: 3 clusters Score -27982.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -30212.994141 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -30212.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29373.183594 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -29373.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29545.162109 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -29545.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29628.505859 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -29628.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29732.529297 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -29732.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29828.500000 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -29828.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29887.068359 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -29887.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29930.650391 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -29930.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29953.326172 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -29953.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29965.541016 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -29965.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29969.421875 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -29969.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29971.085938 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -29971.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29978.134766 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -29978.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29978.349609 Penalty: 1858.033936
	Iteration 12F: 3 clusters Score -29978.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29988.246094 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -29988.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29988.246094 Penalty: 1858.033936
	Iteration 14F: 3 clusters Score -29988.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Entering Unmasked Estep 
Score: -11276007.000000 Penalty: 1850.575317
	Iteration 0F: 2 clusters Score -1.127601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -11217545.000000 Penalty: 3701.150635
	Iteration 0F: 3 clusters Score -1.121754e+07 nChanged 41945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -11241924.000000 Penalty: 3701.150635
	Iteration 1F: 3 clusters Score -1.124192e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -11242869.000000 Penalty: 3701.150635
	Iteration 2Q: 3 clusters Score -1.124287e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -11244272.000000 Penalty: 3701.150635
	Iteration 3Q: 3 clusters Score -1.124427e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -11246463.000000 Penalty: 3701.150635
	Iteration 4F: 3 clusters Score -1.124646e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -11250194.000000 Penalty: 3701.150635
	Iteration 5F: 3 clusters Score -1.125019e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -11255365.000000 Penalty: 3701.150635
	Iteration 6F: 3 clusters Score -1.125536e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -11261168.000000 Penalty: 3701.150635
	Iteration 7F: 3 clusters Score -1.126117e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -11265643.000000 Penalty: 3701.150635
	Iteration 8F: 3 clusters Score -1.126564e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -11268450.000000 Penalty: 3701.150635
	Iteration 9Q: 3 clusters Score -1.126845e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -11270110.000000 Penalty: 3701.150635
	Iteration 10Q: 3 clusters Score -1.127011e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -11271076.000000 Penalty: 3701.150635
	Iteration 11Q: 3 clusters Score -1.127108e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -11271751.000000 Penalty: 3701.150635
	Iteration 12Q: 3 clusters Score -1.127175e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -11272205.000000 Penalty: 3701.150635
	Iteration 13Q: 3 clusters Score -1.12722e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -11272668.000000 Penalty: 3701.150635
	Iteration 14Q: 3 clusters Score -1.127267e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -11272969.000000 Penalty: 3701.150635
	Iteration 15Q: 3 clusters Score -1.127297e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -11273217.000000 Penalty: 3701.150635
	Iteration 16Q: 3 clusters Score -1.127322e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -11273439.000000 Penalty: 3701.150635
	Iteration 17Q: 3 clusters Score -1.127344e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -11273594.000000 Penalty: 3701.150635
	Iteration 18Q: 3 clusters Score -1.127359e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -11273724.000000 Penalty: 3701.150635
	Iteration 19Q: 3 clusters Score -1.127372e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -11273819.000000 Penalty: 3701.150635
	Iteration 20F: 3 clusters Score -1.127382e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -11273888.000000 Penalty: 3701.150635
	Iteration 21Q: 3 clusters Score -1.127389e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -11273989.000000 Penalty: 3701.150635
	Iteration 22Q: 3 clusters Score -1.127399e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86312 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -11274017.000000 Penalty: 3701.150635
	Iteration 23Q: 3 clusters Score -1.127402e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -11274062.000000 Penalty: 3701.150635
	Iteration 24Q: 3 clusters Score -1.127406e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -11274113.000000 Penalty: 3701.150635
	Iteration 25Q: 3 clusters Score -1.127411e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11274123.000000 Penalty: 3701.150635
	Iteration 26Q: 3 clusters Score -1.127412e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11274167.000000 Penalty: 3701.150635
	Iteration 27Q: 3 clusters Score -1.127417e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -11274188.000000 Penalty: 3701.150635
	Iteration 28Q: 3 clusters Score -1.127419e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -11274237.000000 Penalty: 3701.150635
	Iteration 29Q: 3 clusters Score -1.127424e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11274274.000000 Penalty: 3701.150635
	Iteration 30Q: 3 clusters Score -1.127427e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -11274300.000000 Penalty: 3701.150635
	Iteration 31Q: 3 clusters Score -1.12743e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11274329.000000 Penalty: 3701.150635
	Iteration 32Q: 3 clusters Score -1.127433e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11274309.000000 Penalty: 3701.150635
	Iteration 33Q: 3 clusters Score -1.127431e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -11274322.000000 Penalty: 3701.150635
	Iteration 34Q: 3 clusters Score -1.127432e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11274332.000000 Penalty: 3701.150635
	Iteration 35Q: 3 clusters Score -1.127433e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11274353.000000 Penalty: 3701.150635
	Iteration 36Q: 3 clusters Score -1.127435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11274362.000000 Penalty: 3701.150635
	Iteration 37Q: 3 clusters Score -1.127436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11274358.000000 Penalty: 3701.150635
	Iteration 38Q: 3 clusters Score -1.127436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11274366.000000 Penalty: 3701.150635
	Iteration 39Q: 3 clusters Score -1.127437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11274375.000000 Penalty: 3701.150635
	Iteration 40F: 3 clusters Score -1.127438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86999 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11274385.000000 Penalty: 3701.150635
	Iteration 41Q: 3 clusters Score -1.127438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11274378.000000 Penalty: 3701.150635
	Iteration 42Q: 3 clusters Score -1.127438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11274381.000000 Penalty: 3701.150635
	Iteration 43Q: 3 clusters Score -1.127438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11274378.000000 Penalty: 3701.150635
	Iteration 44Q: 3 clusters Score -1.127438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11274384.000000 Penalty: 3701.150635
	Iteration 45Q: 3 clusters Score -1.127438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11274385.000000 Penalty: 3701.150635
	Iteration 46Q: 3 clusters Score -1.127438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11274386.000000 Penalty: 3701.150635
	Iteration 47Q: 3 clusters Score -1.127439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11274382.000000 Penalty: 3701.150635
	Iteration 48Q: 3 clusters Score -1.127438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11274376.000000 Penalty: 3701.150635
	Iteration 49Q: 3 clusters Score -1.127438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -11274384.000000 Penalty: 3701.150635
	Iteration 50Q: 3 clusters Score -1.127438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11274385.000000 Penalty: 3701.150635
	Iteration 51Q: 3 clusters Score -1.127438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -11274383.000000 Penalty: 3701.150635
	Iteration 52Q: 3 clusters Score -1.127438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11274377.000000 Penalty: 3701.150635
	Iteration 53Q: 3 clusters Score -1.127438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11274376.000000 Penalty: 3701.150635
	Iteration 54Q: 3 clusters Score -1.127438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11274385.000000 Penalty: 3701.150635
	Iteration 55Q: 3 clusters Score -1.127438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11274374.000000 Penalty: 3701.150635
	Iteration 56Q: 3 clusters Score -1.127437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11274374.000000 Penalty: 3701.150635
	Iteration 57Q: 3 clusters Score -1.127437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11274375.000000 Penalty: 3701.150635
	Iteration 58Q: 3 clusters Score -1.127438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11274373.000000 Penalty: 3701.150635
	Iteration 59Q: 3 clusters Score -1.127437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11274380.000000 Penalty: 3701.150635
	Iteration 60F: 3 clusters Score -1.127438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11274374.000000 Penalty: 3701.150635
	Iteration 61Q: 3 clusters Score -1.127437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11274384.000000 Penalty: 3701.150635
	Iteration 62Q: 3 clusters Score -1.127438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11274383.000000 Penalty: 3701.150635
	Iteration 63Q: 3 clusters Score -1.127438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11274378.000000 Penalty: 3701.150635
	Iteration 64Q: 3 clusters Score -1.127438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11274375.000000 Penalty: 3701.150635
	Iteration 65Q: 3 clusters Score -1.127438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11274383.000000 Penalty: 3701.150635
	Iteration 66Q: 3 clusters Score -1.127438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11274385.000000 Penalty: 3701.150635
	Iteration 67Q: 3 clusters Score -1.127438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11274383.000000 Penalty: 3701.150635
	Iteration 68Q: 3 clusters Score -1.127438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11274384.000000 Penalty: 3701.150635
	Iteration 69Q: 3 clusters Score -1.127438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -11274387.000000 Penalty: 3701.150635
	Iteration 70Q: 3 clusters Score -1.127439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -11274387.000000 Penalty: 3701.150635
	Iteration 71F: 3 clusters Score -1.127439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Entering Unmasked Estep 
Score: -12951128.000000 Penalty: 1873.695190
	Iteration 0F: 2 clusters Score -1.295113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -12884013.000000 Penalty: 3747.390381
	Iteration 0F: 3 clusters Score -1.288401e+07 nChanged 48667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -12912229.000000 Penalty: 3747.390381
	Iteration 1F: 3 clusters Score -1.291223e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -12913005.000000 Penalty: 3747.390381
	Iteration 2Q: 3 clusters Score -1.2913e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -12914151.000000 Penalty: 3747.390381
	Iteration 3Q: 3 clusters Score -1.291415e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -12915590.000000 Penalty: 3747.390381
	Iteration 4Q: 3 clusters Score -1.291559e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -12918169.000000 Penalty: 3747.390381
	Iteration 5Q: 3 clusters Score -1.291817e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -12922190.000000 Penalty: 3747.390381
	Iteration 6F: 3 clusters Score -1.292219e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -12927893.000000 Penalty: 3747.390381
	Iteration 7F: 3 clusters Score -1.292789e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -12934115.000000 Penalty: 3747.390381
	Iteration 8F: 3 clusters Score -1.293412e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -12938528.000000 Penalty: 3747.390381
	Iteration 9F: 3 clusters Score -1.293853e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -12940825.000000 Penalty: 3747.390381
	Iteration 10Q: 3 clusters Score -1.294082e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -12942191.000000 Penalty: 3747.390381
	Iteration 11Q: 3 clusters Score -1.294219e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -12943263.000000 Penalty: 3747.390381
	Iteration 12Q: 3 clusters Score -1.294326e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -12944223.000000 Penalty: 3747.390381
	Iteration 13Q: 3 clusters Score -1.294422e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -12945048.000000 Penalty: 3747.390381
	Iteration 14Q: 3 clusters Score -1.294505e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -12945873.000000 Penalty: 3747.390381
	Iteration 15Q: 3 clusters Score -1.294587e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 85860 members 
Entering Unmasked Estep 
Score: -12946535.000000 Penalty: 3747.390381
	Iteration 16Q: 3 clusters Score -1.294654e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -12947067.000000 Penalty: 3747.390381
	Iteration 17Q: 3 clusters Score -1.294707e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 88484 members 
Entering Unmasked Estep 
Score: -12947484.000000 Penalty: 3747.390381
	Iteration 18Q: 3 clusters Score -1.294748e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -12947798.000000 Penalty: 3747.390381
	Iteration 19Q: 3 clusters Score -1.29478e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 90635 members 
Entering Unmasked Estep 
Score: -12948157.000000 Penalty: 3747.390381
	Iteration 20F: 3 clusters Score -1.294816e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 91571 members 
Entering Unmasked Estep 
Score: -12948444.000000 Penalty: 3747.390381
	Iteration 21Q: 3 clusters Score -1.294844e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -12948642.000000 Penalty: 3747.390381
	Iteration 22Q: 3 clusters Score -1.294864e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -12948889.000000 Penalty: 3747.390381
	Iteration 23Q: 3 clusters Score -1.294889e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -12949068.000000 Penalty: 3747.390381
	Iteration 24Q: 3 clusters Score -1.294907e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -12949181.000000 Penalty: 3747.390381
	Iteration 25Q: 3 clusters Score -1.294918e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -12949385.000000 Penalty: 3747.390381
	Iteration 26Q: 3 clusters Score -1.294938e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -12949603.000000 Penalty: 3747.390381
	Iteration 27Q: 3 clusters Score -1.29496e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -12949703.000000 Penalty: 3747.390381
	Iteration 28Q: 3 clusters Score -1.29497e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -12949794.000000 Penalty: 3747.390381
	Iteration 29Q: 3 clusters Score -1.294979e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -12949891.000000 Penalty: 3747.390381
	Iteration 30Q: 3 clusters Score -1.294989e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -12949958.000000 Penalty: 3747.390381
	Iteration 31Q: 3 clusters Score -1.294996e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 97987 members 
Entering Unmasked Estep 
Score: -12949980.000000 Penalty: 3747.390381
	Iteration 32Q: 3 clusters Score -1.294998e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -12950033.000000 Penalty: 3747.390381
	Iteration 33Q: 3 clusters Score -1.295003e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -12950067.000000 Penalty: 3747.390381
	Iteration 34Q: 3 clusters Score -1.295007e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -12950104.000000 Penalty: 3747.390381
	Iteration 35Q: 3 clusters Score -1.29501e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -12950115.000000 Penalty: 3747.390381
	Iteration 36Q: 3 clusters Score -1.295012e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -12950128.000000 Penalty: 3747.390381
	Iteration 37Q: 3 clusters Score -1.295013e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 99223 members 
Entering Unmasked Estep 
Score: -12950171.000000 Penalty: 3747.390381
	Iteration 38Q: 3 clusters Score -1.295017e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -12950198.000000 Penalty: 3747.390381
	Iteration 39Q: 3 clusters Score -1.29502e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -12950197.000000 Penalty: 3747.390381
	Iteration 40F: 3 clusters Score -1.29502e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -12950190.000000 Penalty: 3747.390381
	Iteration 41Q: 3 clusters Score -1.295019e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -12950193.000000 Penalty: 3747.390381
	Iteration 42Q: 3 clusters Score -1.295019e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -12950173.000000 Penalty: 3747.390381
	Iteration 43Q: 3 clusters Score -1.295017e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -12950160.000000 Penalty: 3747.390381
	Iteration 44Q: 3 clusters Score -1.295016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -12950147.000000 Penalty: 3747.390381
	Iteration 45Q: 3 clusters Score -1.295015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -12950175.000000 Penalty: 3747.390381
	Iteration 46Q: 3 clusters Score -1.295018e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -12950171.000000 Penalty: 3747.390381
	Iteration 47Q: 3 clusters Score -1.295017e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -12950179.000000 Penalty: 3747.390381
	Iteration 48Q: 3 clusters Score -1.295018e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -12950162.000000 Penalty: 3747.390381
	Iteration 49Q: 3 clusters Score -1.295016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -12950156.000000 Penalty: 3747.390381
	Iteration 50Q: 3 clusters Score -1.295016e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 100077 members 
Entering Unmasked Estep 
Score: -12950142.000000 Penalty: 3747.390381
	Iteration 51Q: 3 clusters Score -1.295014e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 100106 members 
Entering Unmasked Estep 
Score: -12950134.000000 Penalty: 3747.390381
	Iteration 52Q: 3 clusters Score -1.295013e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -12950125.000000 Penalty: 3747.390381
	Iteration 53Q: 3 clusters Score -1.295012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -12950138.000000 Penalty: 3747.390381
	Iteration 54Q: 3 clusters Score -1.295014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 100179 members 
Entering Unmasked Estep 
Score: -12950140.000000 Penalty: 3747.390381
	Iteration 55Q: 3 clusters Score -1.295014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -12950154.000000 Penalty: 3747.390381
	Iteration 56Q: 3 clusters Score -1.295015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
Score: -12950167.000000 Penalty: 3747.390381
	Iteration 57Q: 3 clusters Score -1.295017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
Score: -12950172.000000 Penalty: 3747.390381
	Iteration 58Q: 3 clusters Score -1.295017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -12950177.000000 Penalty: 3747.390381
	Iteration 59Q: 3 clusters Score -1.295018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 100284 members 
Entering Unmasked Estep 
Score: -12950176.000000 Penalty: 3747.390381
	Iteration 60F: 3 clusters Score -1.295018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -12950171.000000 Penalty: 3747.390381
	Iteration 61Q: 3 clusters Score -1.295017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -12950172.000000 Penalty: 3747.390381
	Iteration 62Q: 3 clusters Score -1.295017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -12950151.000000 Penalty: 3747.390381
	Iteration 63Q: 3 clusters Score -1.295015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 100371 members 
Entering Unmasked Estep 
Score: -12950177.000000 Penalty: 3747.390381
	Iteration 64Q: 3 clusters Score -1.295018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -12950174.000000 Penalty: 3747.390381
	Iteration 65Q: 3 clusters Score -1.295017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -12950173.000000 Penalty: 3747.390381
	Iteration 66Q: 3 clusters Score -1.295017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -12950169.000000 Penalty: 3747.390381
	Iteration 67Q: 3 clusters Score -1.295017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -12950173.000000 Penalty: 3747.390381
	Iteration 68Q: 3 clusters Score -1.295017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -12950170.000000 Penalty: 3747.390381
	Iteration 69Q: 3 clusters Score -1.295017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -12950173.000000 Penalty: 3747.390381
	Iteration 70Q: 3 clusters Score -1.295017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -12950173.000000 Penalty: 3747.390381
	Iteration 71Q: 3 clusters Score -1.295017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -12950181.000000 Penalty: 3747.390381
	Iteration 72Q: 3 clusters Score -1.295018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -12950170.000000 Penalty: 3747.390381
	Iteration 73Q: 3 clusters Score -1.295017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -12950170.000000 Penalty: 3747.390381
	Iteration 74Q: 3 clusters Score -1.295017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -12950165.000000 Penalty: 3747.390381
	Iteration 75Q: 3 clusters Score -1.295016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 100476 members 
Entering Unmasked Estep 
Score: -12950175.000000 Penalty: 3747.390381
	Iteration 76Q: 3 clusters Score -1.295018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 100481 members 
Entering Unmasked Estep 
Score: -12950177.000000 Penalty: 3747.390381
	Iteration 77Q: 3 clusters Score -1.295018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -12950179.000000 Penalty: 3747.390381
	Iteration 78Q: 3 clusters Score -1.295018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 100482 members 
Entering Unmasked Estep 
Score: -12950174.000000 Penalty: 3747.390381
	Iteration 79Q: 3 clusters Score -1.295017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -12950176.000000 Penalty: 3747.390381
	Iteration 80F: 3 clusters Score -1.295018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -12950175.000000 Penalty: 3747.390381
	Iteration 81Q: 3 clusters Score -1.295018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -12950184.000000 Penalty: 3747.390381
	Iteration 82Q: 3 clusters Score -1.295018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -12950176.000000 Penalty: 3747.390381
	Iteration 83Q: 3 clusters Score -1.295018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 100504 members 
Entering Unmasked Estep 
Score: -12950190.000000 Penalty: 3747.390381
	Iteration 84Q: 3 clusters Score -1.295019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 100511 members 
Entering Unmasked Estep 
Score: -12950182.000000 Penalty: 3747.390381
	Iteration 85Q: 3 clusters Score -1.295018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -12950181.000000 Penalty: 3747.390381
	Iteration 86Q: 3 clusters Score -1.295018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -12950176.000000 Penalty: 3747.390381
	Iteration 87Q: 3 clusters Score -1.295018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -12950177.000000 Penalty: 3747.390381
	Iteration 88Q: 3 clusters Score -1.295018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -12950175.000000 Penalty: 3747.390381
	Iteration 89Q: 3 clusters Score -1.295018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -12950180.000000 Penalty: 3747.390381
	Iteration 90Q: 3 clusters Score -1.295018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -12950180.000000 Penalty: 3747.390381
	Iteration 91F: 3 clusters Score -1.295018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -375239.437500 Penalty: 1302.919556
	Iteration 0F: 2 clusters Score -375239.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -372448.812500 Penalty: 2605.839111
	Iteration 0F: 3 clusters Score -372448.8 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -373128.968750 Penalty: 2605.839111
	Iteration 1F: 3 clusters Score -373129 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -373272.562500 Penalty: 2605.839111
	Iteration 2F: 3 clusters Score -373272.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -373356.125000 Penalty: 2605.839111
	Iteration 3F: 3 clusters Score -373356.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -373409.031250 Penalty: 2605.839111
	Iteration 4Q: 3 clusters Score -373409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -373445.281250 Penalty: 2605.839111
	Iteration 5Q: 3 clusters Score -373445.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -373475.281250 Penalty: 2605.839111
	Iteration 6Q: 3 clusters Score -373475.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -373507.187500 Penalty: 2605.839111
	Iteration 7Q: 3 clusters Score -373507.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -373533.718750 Penalty: 2605.839111
	Iteration 8Q: 3 clusters Score -373533.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -373570.031250 Penalty: 2605.839111
	Iteration 9Q: 3 clusters Score -373570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -373613.750000 Penalty: 2605.839111
	Iteration 10Q: 3 clusters Score -373613.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -373654.218750 Penalty: 2605.839111
	Iteration 11Q: 3 clusters Score -373654.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -373689.593750 Penalty: 2605.839111
	Iteration 12Q: 3 clusters Score -373689.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -373734.656250 Penalty: 2605.839111
	Iteration 13Q: 3 clusters Score -373734.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -373790.156250 Penalty: 2605.839111
	Iteration 14Q: 3 clusters Score -373790.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -373851.281250 Penalty: 2605.839111
	Iteration 15Q: 3 clusters Score -373851.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -373899.968750 Penalty: 2605.839111
	Iteration 16Q: 3 clusters Score -373900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -373930.500000 Penalty: 2605.839111
	Iteration 17Q: 3 clusters Score -373930.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -373959.187500 Penalty: 2605.839111
	Iteration 18Q: 3 clusters Score -373959.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -373982.843750 Penalty: 2605.839111
	Iteration 19Q: 3 clusters Score -373982.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -374010.156250 Penalty: 2605.839111
	Iteration 20F: 3 clusters Score -374010.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -374026.875000 Penalty: 2605.839111
	Iteration 21Q: 3 clusters Score -374026.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -374042.750000 Penalty: 2605.839111
	Iteration 22Q: 3 clusters Score -374042.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -374052.718750 Penalty: 2605.839111
	Iteration 23Q: 3 clusters Score -374052.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -374064.062500 Penalty: 2605.839111
	Iteration 24Q: 3 clusters Score -374064.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -374075.750000 Penalty: 2605.839111
	Iteration 25Q: 3 clusters Score -374075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -374084.437500 Penalty: 2605.839111
	Iteration 26Q: 3 clusters Score -374084.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -374090.406250 Penalty: 2605.839111
	Iteration 27Q: 3 clusters Score -374090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -374096.843750 Penalty: 2605.839111
	Iteration 28Q: 3 clusters Score -374096.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -374104.750000 Penalty: 2605.839111
	Iteration 29Q: 3 clusters Score -374104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -374112.312500 Penalty: 2605.839111
	Iteration 30Q: 3 clusters Score -374112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -374117.843750 Penalty: 2605.839111
	Iteration 31Q: 3 clusters Score -374117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -374121.750000 Penalty: 2605.839111
	Iteration 32Q: 3 clusters Score -374121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -374124.343750 Penalty: 2605.839111
	Iteration 33Q: 3 clusters Score -374124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -374128.625000 Penalty: 2605.839111
	Iteration 34Q: 3 clusters Score -374128.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -374134.281250 Penalty: 2605.839111
	Iteration 35Q: 3 clusters Score -374134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -374136.125000 Penalty: 2605.839111
	Iteration 36Q: 3 clusters Score -374136.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -374138.250000 Penalty: 2605.839111
	Iteration 37Q: 3 clusters Score -374138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -374142.750000 Penalty: 2605.839111
	Iteration 38Q: 3 clusters Score -374142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -374145.906250 Penalty: 2605.839111
	Iteration 39Q: 3 clusters Score -374145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -374148.687500 Penalty: 2605.839111
	Iteration 40F: 3 clusters Score -374148.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -374149.750000 Penalty: 2605.839111
	Iteration 41Q: 3 clusters Score -374149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -374151.093750 Penalty: 2605.839111
	Iteration 42Q: 3 clusters Score -374151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -374155.562500 Penalty: 2605.839111
	Iteration 43Q: 3 clusters Score -374155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -374159.250000 Penalty: 2605.839111
	Iteration 44Q: 3 clusters Score -374159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -374161.812500 Penalty: 2605.839111
	Iteration 45Q: 3 clusters Score -374161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -374162.000000 Penalty: 2605.839111
	Iteration 46Q: 3 clusters Score -374162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -374162.000000 Penalty: 2605.839111
	Iteration 47F: 3 clusters Score -374162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Entering Unmasked Estep 
Score: -4041140.500000 Penalty: 1682.456055
	Iteration 0F: 2 clusters Score -4041140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4020053.750000 Penalty: 3364.912109
	Iteration 0F: 3 clusters Score -4020054 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -4027963.000000 Penalty: 3364.912109
	Iteration 1F: 3 clusters Score -4027963 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -4028318.000000 Penalty: 3364.912109
	Iteration 2Q: 3 clusters Score -4028318 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4028642.500000 Penalty: 3364.912109
	Iteration 3Q: 3 clusters Score -4028642 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4028969.500000 Penalty: 3364.912109
	Iteration 4Q: 3 clusters Score -4028970 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4029419.250000 Penalty: 3364.912109
	Iteration 5Q: 3 clusters Score -4029419 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4029939.000000 Penalty: 3364.912109
	Iteration 6Q: 3 clusters Score -4029939 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4030774.250000 Penalty: 3364.912109
	Iteration 7Q: 3 clusters Score -4030774 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -4032026.750000 Penalty: 3364.912109
	Iteration 8F: 3 clusters Score -4032027 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -4033544.000000 Penalty: 3364.912109
	Iteration 9F: 3 clusters Score -4033544 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -4034719.000000 Penalty: 3364.912109
	Iteration 10F: 3 clusters Score -4034719 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -4035291.750000 Penalty: 3364.912109
	Iteration 11Q: 3 clusters Score -4035292 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -4035539.500000 Penalty: 3364.912109
	Iteration 12Q: 3 clusters Score -4035540 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4035703.750000 Penalty: 3364.912109
	Iteration 13Q: 3 clusters Score -4035704 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4035794.750000 Penalty: 3364.912109
	Iteration 14Q: 3 clusters Score -4035795 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -4035900.000000 Penalty: 3364.912109
	Iteration 15Q: 3 clusters Score -4035900 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -4036009.250000 Penalty: 3364.912109
	Iteration 16Q: 3 clusters Score -4036009 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4036112.250000 Penalty: 3364.912109
	Iteration 17Q: 3 clusters Score -4036112 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4036199.750000 Penalty: 3364.912109
	Iteration 18Q: 3 clusters Score -4036200 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -4036273.250000 Penalty: 3364.912109
	Iteration 19Q: 3 clusters Score -4036273 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -4036361.500000 Penalty: 3364.912109
	Iteration 20F: 3 clusters Score -4036362 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4036418.250000 Penalty: 3364.912109
	Iteration 21Q: 3 clusters Score -4036418 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -4036487.750000 Penalty: 3364.912109
	Iteration 22Q: 3 clusters Score -4036488 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4036523.250000 Penalty: 3364.912109
	Iteration 23Q: 3 clusters Score -4036523 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4036578.000000 Penalty: 3364.912109
	Iteration 24Q: 3 clusters Score -4036578 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -4036606.000000 Penalty: 3364.912109
	Iteration 25Q: 3 clusters Score -4036606 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4036658.250000 Penalty: 3364.912109
	Iteration 26Q: 3 clusters Score -4036658 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -4036728.000000 Penalty: 3364.912109
	Iteration 27Q: 3 clusters Score -4036728 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4036767.500000 Penalty: 3364.912109
	Iteration 28Q: 3 clusters Score -4036768 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4036813.250000 Penalty: 3364.912109
	Iteration 29Q: 3 clusters Score -4036813 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -4036837.250000 Penalty: 3364.912109
	Iteration 30Q: 3 clusters Score -4036837 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4036879.750000 Penalty: 3364.912109
	Iteration 31Q: 3 clusters Score -4036880 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4036909.250000 Penalty: 3364.912109
	Iteration 32Q: 3 clusters Score -4036909 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -4036940.250000 Penalty: 3364.912109
	Iteration 33Q: 3 clusters Score -4036940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -4036955.000000 Penalty: 3364.912109
	Iteration 34Q: 3 clusters Score -4036955 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -4036975.500000 Penalty: 3364.912109
	Iteration 35Q: 3 clusters Score -4036976 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4036995.500000 Penalty: 3364.912109
	Iteration 36Q: 3 clusters Score -4036996 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4037018.250000 Penalty: 3364.912109
	Iteration 37Q: 3 clusters Score -4037018 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4037046.000000 Penalty: 3364.912109
	Iteration 38Q: 3 clusters Score -4037046 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4037048.000000 Penalty: 3364.912109
	Iteration 39Q: 3 clusters Score -4037048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4037068.000000 Penalty: 3364.912109
	Iteration 40F: 3 clusters Score -4037068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4037098.000000 Penalty: 3364.912109
	Iteration 41Q: 3 clusters Score -4037098 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -4037117.500000 Penalty: 3364.912109
	Iteration 42Q: 3 clusters Score -4037118 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4037141.000000 Penalty: 3364.912109
	Iteration 43Q: 3 clusters Score -4037141 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4037154.000000 Penalty: 3364.912109
	Iteration 44Q: 3 clusters Score -4037154 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -4037170.250000 Penalty: 3364.912109
	Iteration 45Q: 3 clusters Score -4037170 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4037186.250000 Penalty: 3364.912109
	Iteration 46Q: 3 clusters Score -4037186 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4037202.000000 Penalty: 3364.912109
	Iteration 47Q: 3 clusters Score -4037202 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4037224.500000 Penalty: 3364.912109
	Iteration 48Q: 3 clusters Score -4037224 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4037245.750000 Penalty: 3364.912109
	Iteration 49Q: 3 clusters Score -4037246 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4037269.000000 Penalty: 3364.912109
	Iteration 50Q: 3 clusters Score -4037269 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4037313.250000 Penalty: 3364.912109
	Iteration 51Q: 3 clusters Score -4037313 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4037322.750000 Penalty: 3364.912109
	Iteration 52Q: 3 clusters Score -4037323 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4037352.000000 Penalty: 3364.912109
	Iteration 53Q: 3 clusters Score -4037352 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4037362.500000 Penalty: 3364.912109
	Iteration 54Q: 3 clusters Score -4037362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4037368.500000 Penalty: 3364.912109
	Iteration 55Q: 3 clusters Score -4037368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4037388.000000 Penalty: 3364.912109
	Iteration 56Q: 3 clusters Score -4037388 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4037401.500000 Penalty: 3364.912109
	Iteration 57Q: 3 clusters Score -4037402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4037424.750000 Penalty: 3364.912109
	Iteration 58Q: 3 clusters Score -4037425 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4037423.000000 Penalty: 3364.912109
	Iteration 59Q: 3 clusters Score -4037423 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4037432.500000 Penalty: 3364.912109
	Iteration 60F: 3 clusters Score -4037432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -4037438.250000 Penalty: 3364.912109
	Iteration 61Q: 3 clusters Score -4037438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4037460.250000 Penalty: 3364.912109
	Iteration 62Q: 3 clusters Score -4037460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4037477.750000 Penalty: 3364.912109
	Iteration 63Q: 3 clusters Score -4037478 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4037505.000000 Penalty: 3364.912109
	Iteration 64Q: 3 clusters Score -4037505 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4037519.250000 Penalty: 3364.912109
	Iteration 65Q: 3 clusters Score -4037519 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -4037540.750000 Penalty: 3364.912109
	Iteration 66Q: 3 clusters Score -4037541 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4037543.750000 Penalty: 3364.912109
	Iteration 67Q: 3 clusters Score -4037544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -4037553.750000 Penalty: 3364.912109
	Iteration 68Q: 3 clusters Score -4037554 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4037574.250000 Penalty: 3364.912109
	Iteration 69Q: 3 clusters Score -4037574 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4037577.250000 Penalty: 3364.912109
	Iteration 70Q: 3 clusters Score -4037577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4037588.000000 Penalty: 3364.912109
	Iteration 71Q: 3 clusters Score -4037588 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4037614.500000 Penalty: 3364.912109
	Iteration 72Q: 3 clusters Score -4037614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4037636.000000 Penalty: 3364.912109
	Iteration 73Q: 3 clusters Score -4037636 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4037660.250000 Penalty: 3364.912109
	Iteration 74Q: 3 clusters Score -4037660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4037679.000000 Penalty: 3364.912109
	Iteration 75Q: 3 clusters Score -4037679 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4037692.750000 Penalty: 3364.912109
	Iteration 76Q: 3 clusters Score -4037693 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4037703.000000 Penalty: 3364.912109
	Iteration 77Q: 3 clusters Score -4037703 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4037725 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4037742 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4037775.000000 Penalty: 3364.912109
	Iteration 80F: 3 clusters Score -4037775 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4037795 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4037804 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4037816.250000 Penalty: 3364.912109
	Iteration 83Q: 3 clusters Score -4037816 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4037851.250000 Penalty: 3364.912109
	Iteration 84Q: 3 clusters Score -4037851 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -4037886.750000 Penalty: 3364.912109
	Iteration 85Q: 3 clusters Score -4037887 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4037913.000000 Penalty: 3364.912109
	Iteration 86Q: 3 clusters Score -4037913 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -4037932.000000 Penalty: 3364.912109
	Iteration 87Q: 3 clusters Score -4037932 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4037966.250000 Penalty: 3364.912109
	Iteration 88Q: 3 clusters Score -4037966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -4037986.500000 Penalty: 3364.912109
	Iteration 89Q: 3 clusters Score -4037986 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4037999.000000 Penalty: 3364.912109
	Iteration 90Q: 3 clusters Score -4037999 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4038020.250000 Penalty: 3364.912109
	Iteration 91Q: 3 clusters Score -4038020 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4038050.000000 Penalty: 3364.912109
	Iteration 92Q: 3 clusters Score -4038050 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4038100.000000 Penalty: 3364.912109
	Iteration 93Q: 3 clusters Score -4038100 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -4038123.000000 Penalty: 3364.912109
	Iteration 94Q: 3 clusters Score -4038123 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4038165.000000 Penalty: 3364.912109
	Iteration 95Q: 3 clusters Score -4038165 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -4038198.500000 Penalty: 3364.912109
	Iteration 96Q: 3 clusters Score -4038198 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -4038243.750000 Penalty: 3364.912109
	Iteration 97Q: 3 clusters Score -4038244 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -4038262.250000 Penalty: 3364.912109
	Iteration 98Q: 3 clusters Score -4038262 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -4038309.000000 Penalty: 3364.912109
	Iteration 99Q: 3 clusters Score -4038309 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -4038343.000000 Penalty: 3364.912109
	Iteration 100F: 3 clusters Score -4038343 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -4038390.000000 Penalty: 3364.912109
	Iteration 101Q: 3 clusters Score -4038390 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4038429.000000 Penalty: 3364.912109
	Iteration 102Q: 3 clusters Score -4038429 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4038471.500000 Penalty: 3364.912109
	Iteration 103Q: 3 clusters Score -4038472 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -4038519.250000 Penalty: 3364.912109
	Iteration 104Q: 3 clusters Score -4038519 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4038577.750000 Penalty: 3364.912109
	Iteration 105Q: 3 clusters Score -4038578 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4038628.250000 Penalty: 3364.912109
	Iteration 106Q: 3 clusters Score -4038628 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -4038694.750000 Penalty: 3364.912109
	Iteration 107Q: 3 clusters Score -4038695 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -4038778.500000 Penalty: 3364.912109
	Iteration 108Q: 3 clusters Score -4038778 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -4038848.000000 Penalty: 3364.912109
	Iteration 109Q: 3 clusters Score -4038848 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4038900.500000 Penalty: 3364.912109
	Iteration 110Q: 3 clusters Score -4038900 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4038957.500000 Penalty: 3364.912109
	Iteration 111Q: 3 clusters Score -4038958 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4039021.000000 Penalty: 3364.912109
	Iteration 112Q: 3 clusters Score -4039021 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4039078.250000 Penalty: 3364.912109
	Iteration 113Q: 3 clusters Score -4039078 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4039129.250000 Penalty: 3364.912109
	Iteration 114Q: 3 clusters Score -4039129 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -4039171.750000 Penalty: 3364.912109
	Iteration 115Q: 3 clusters Score -4039172 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4039234.750000 Penalty: 3364.912109
	Iteration 116Q: 3 clusters Score -4039235 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -4039285.750000 Penalty: 3364.912109
	Iteration 117Q: 3 clusters Score -4039286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -4039326.250000 Penalty: 3364.912109
	Iteration 118Q: 3 clusters Score -4039326 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -4039381.500000 Penalty: 3364.912109
	Iteration 119Q: 3 clusters Score -4039382 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4039426.250000 Penalty: 3364.912109
	Iteration 120F: 3 clusters Score -4039426 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4039472.750000 Penalty: 3364.912109
	Iteration 121Q: 3 clusters Score -4039473 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4039491.750000 Penalty: 3364.912109
	Iteration 122Q: 3 clusters Score -4039492 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -4039527.000000 Penalty: 3364.912109
	Iteration 123Q: 3 clusters Score -4039527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4039564.000000 Penalty: 3364.912109
	Iteration 124Q: 3 clusters Score -4039564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4039585.750000 Penalty: 3364.912109
	Iteration 125Q: 3 clusters Score -4039586 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4039636.500000 Penalty: 3364.912109
	Iteration 126Q: 3 clusters Score -4039636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4039667.000000 Penalty: 3364.912109
	Iteration 127Q: 3 clusters Score -4039667 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4039699.000000 Penalty: 3364.912109
	Iteration 128Q: 3 clusters Score -4039699 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -4039726.000000 Penalty: 3364.912109
	Iteration 129Q: 3 clusters Score -4039726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -4039766.000000 Penalty: 3364.912109
	Iteration 130Q: 3 clusters Score -4039766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4039784.750000 Penalty: 3364.912109
	Iteration 131Q: 3 clusters Score -4039785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4039813.000000 Penalty: 3364.912109
	Iteration 132Q: 3 clusters Score -4039813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4039837.000000 Penalty: 3364.912109
	Iteration 133Q: 3 clusters Score -4039837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -4039852.750000 Penalty: 3364.912109
	Iteration 134Q: 3 clusters Score -4039853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -4039868.500000 Penalty: 3364.912109
	Iteration 135Q: 3 clusters Score -4039868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4039870.000000 Penalty: 3364.912109
	Iteration 136Q: 3 clusters Score -4039870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -4039893.500000 Penalty: 3364.912109
	Iteration 137Q: 3 clusters Score -4039894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -4039907.000000 Penalty: 3364.912109
	Iteration 138Q: 3 clusters Score -4039907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -4039930.000000 Penalty: 3364.912109
	Iteration 139Q: 3 clusters Score -4039930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -4039934.750000 Penalty: 3364.912109
	Iteration 140F: 3 clusters Score -4039935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4039935.750000 Penalty: 3364.912109
	Iteration 141Q: 3 clusters Score -4039936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4039935.500000 Penalty: 3364.912109
	Iteration 142Q: 3 clusters Score -4039936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4039940.250000 Penalty: 3364.912109
	Iteration 143Q: 3 clusters Score -4039940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4039944.750000 Penalty: 3364.912109
	Iteration 144Q: 3 clusters Score -4039945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -4039939.750000 Penalty: 3364.912109
	Iteration 145Q: 3 clusters Score -4039940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4039949.500000 Penalty: 3364.912109
	Iteration 146Q: 3 clusters Score -4039950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4039953.750000 Penalty: 3364.912109
	Iteration 147Q: 3 clusters Score -4039954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -4039952.750000 Penalty: 3364.912109
	Iteration 148Q: 3 clusters Score -4039953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4039955.750000 Penalty: 3364.912109
	Iteration 149Q: 3 clusters Score -4039956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4039958.000000 Penalty: 3364.912109
	Iteration 150Q: 3 clusters Score -4039958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4039955.500000 Penalty: 3364.912109
	Iteration 151Q: 3 clusters Score -4039956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4039959.250000 Penalty: 3364.912109
	Iteration 152Q: 3 clusters Score -4039959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4039958.750000 Penalty: 3364.912109
	Iteration 153Q: 3 clusters Score -4039959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4039950.500000 Penalty: 3364.912109
	Iteration 154Q: 3 clusters Score -4039950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -4039956.250000 Penalty: 3364.912109
	Iteration 155Q: 3 clusters Score -4039956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -4039964.000000 Penalty: 3364.912109
	Iteration 156Q: 3 clusters Score -4039964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4039978.000000 Penalty: 3364.912109
	Iteration 157Q: 3 clusters Score -4039978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -4039978.750000 Penalty: 3364.912109
	Iteration 158Q: 3 clusters Score -4039979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4039979.250000 Penalty: 3364.912109
	Iteration 159Q: 3 clusters Score -4039979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -4039978.500000 Penalty: 3364.912109
	Iteration 160F: 3 clusters Score -4039978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Entering Unmasked Estep 
Score: -13862450.000000 Penalty: 1881.916260
	Iteration 0F: 2 clusters Score -1.386245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -13797980.000000 Penalty: 3763.832520
	Iteration 0F: 3 clusters Score -1.379798e+07 nChanged 51555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -13828264.000000 Penalty: 3763.832520
	Iteration 1F: 3 clusters Score -1.382826e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -13829159.000000 Penalty: 3763.832520
	Iteration 2Q: 3 clusters Score -1.382916e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -13830302.000000 Penalty: 3763.832520
	Iteration 3Q: 3 clusters Score -1.38303e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -13831947.000000 Penalty: 3763.832520
	Iteration 4Q: 3 clusters Score -1.383195e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -13834701.000000 Penalty: 3763.832520
	Iteration 5F: 3 clusters Score -1.38347e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -13838467.000000 Penalty: 3763.832520
	Iteration 6F: 3 clusters Score -1.383847e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -13842978.000000 Penalty: 3763.832520
	Iteration 7F: 3 clusters Score -1.384298e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -13846583.000000 Penalty: 3763.832520
	Iteration 8F: 3 clusters Score -1.384658e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -13848099.000000 Penalty: 3763.832520
	Iteration 9Q: 3 clusters Score -1.38481e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -13848339.000000 Penalty: 3763.832520
	Iteration 10Q: 3 clusters Score -1.384834e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -13848317.000000 Penalty: 3763.832520
	Iteration 11Q: 3 clusters Score -1.384832e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -13848259.000000 Penalty: 3763.832520
	Iteration 12Q: 3 clusters Score -1.384826e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -13848265.000000 Penalty: 3763.832520
	Iteration 13Q: 3 clusters Score -1.384826e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -13848244.000000 Penalty: 3763.832520
	Iteration 14Q: 3 clusters Score -1.384824e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -13848303.000000 Penalty: 3763.832520
	Iteration 15Q: 3 clusters Score -1.38483e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -13848424.000000 Penalty: 3763.832520
	Iteration 16Q: 3 clusters Score -1.384842e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -13848415.000000 Penalty: 3763.832520
	Iteration 17Q: 3 clusters Score -1.384842e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -13848446.000000 Penalty: 3763.832520
	Iteration 18Q: 3 clusters Score -1.384845e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -13848544.000000 Penalty: 3763.832520
	Iteration 19Q: 3 clusters Score -1.384854e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -13848580.000000 Penalty: 3763.832520
	Iteration 20F: 3 clusters Score -1.384858e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -13848679.000000 Penalty: 3763.832520
	Iteration 21Q: 3 clusters Score -1.384868e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -13848761.000000 Penalty: 3763.832520
	Iteration 22Q: 3 clusters Score -1.384876e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -13848848.000000 Penalty: 3763.832520
	Iteration 23Q: 3 clusters Score -1.384885e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -13848914.000000 Penalty: 3763.832520
	Iteration 24Q: 3 clusters Score -1.384891e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -13849019.000000 Penalty: 3763.832520
	Iteration 25Q: 3 clusters Score -1.384902e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -13849056.000000 Penalty: 3763.832520
	Iteration 26Q: 3 clusters Score -1.384906e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -13849116.000000 Penalty: 3763.832520
	Iteration 27Q: 3 clusters Score -1.384912e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -13849188.000000 Penalty: 3763.832520
	Iteration 28Q: 3 clusters Score -1.384919e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -13849223.000000 Penalty: 3763.832520
	Iteration 29Q: 3 clusters Score -1.384922e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -13849274.000000 Penalty: 3763.832520
	Iteration 30Q: 3 clusters Score -1.384927e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -13849399.000000 Penalty: 3763.832520
	Iteration 31Q: 3 clusters Score -1.38494e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -13849505.000000 Penalty: 3763.832520
	Iteration 32Q: 3 clusters Score -1.38495e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -13849612.000000 Penalty: 3763.832520
	Iteration 33Q: 3 clusters Score -1.384961e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -13849912.000000 Penalty: 3763.832520
	Iteration 34Q: 3 clusters Score -1.384991e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -13850311.000000 Penalty: 3763.832520
	Iteration 35Q: 3 clusters Score -1.385031e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -13851016.000000 Penalty: 3763.832520
	Iteration 36Q: 3 clusters Score -1.385102e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -13851873.000000 Penalty: 3763.832520
	Iteration 37Q: 3 clusters Score -1.385187e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -13852823.000000 Penalty: 3763.832520
	Iteration 38Q: 3 clusters Score -1.385282e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -13853608.000000 Penalty: 3763.832520
	Iteration 39Q: 3 clusters Score -1.385361e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -13855277.000000 Penalty: 3763.832520
	Iteration 40F: 3 clusters Score -1.385528e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -13856893.000000 Penalty: 3763.832520
	Iteration 41Q: 3 clusters Score -1.385689e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -13858072.000000 Penalty: 3763.832520
	Iteration 42Q: 3 clusters Score -1.385807e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -13859431.000000 Penalty: 3763.832520
	Iteration 43Q: 3 clusters Score -1.385943e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104315 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -13860073.000000 Penalty: 3763.832520
	Iteration 44Q: 3 clusters Score -1.386007e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13860461.000000 Penalty: 3763.832520
	Iteration 45Q: 3 clusters Score -1.386046e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13860751.000000 Penalty: 3763.832520
	Iteration 46Q: 3 clusters Score -1.386075e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106272 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13860851.000000 Penalty: 3763.832520
	Iteration 47Q: 3 clusters Score -1.386085e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106440 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13860858.000000 Penalty: 3763.832520
	Iteration 48Q: 3 clusters Score -1.386086e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13860896.000000 Penalty: 3763.832520
	Iteration 49Q: 3 clusters Score -1.38609e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -13860915.000000 Penalty: 3763.832520
	Iteration 50Q: 3 clusters Score -1.386092e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13860953.000000 Penalty: 3763.832520
	Iteration 51Q: 3 clusters Score -1.386095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106616 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13860976.000000 Penalty: 3763.832520
	Iteration 52Q: 3 clusters Score -1.386098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13860989.000000 Penalty: 3763.832520
	Iteration 53Q: 3 clusters Score -1.386099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106647 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13860995.000000 Penalty: 3763.832520
	Iteration 54Q: 3 clusters Score -1.3861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13860992.000000 Penalty: 3763.832520
	Iteration 55Q: 3 clusters Score -1.386099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13860990.000000 Penalty: 3763.832520
	Iteration 56Q: 3 clusters Score -1.386099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13860989.000000 Penalty: 3763.832520
	Iteration 57Q: 3 clusters Score -1.386099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -13860998.000000 Penalty: 3763.832520
	Iteration 58Q: 3 clusters Score -1.3861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -13860995.000000 Penalty: 3763.832520
	Iteration 59Q: 3 clusters Score -1.3861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -13861005.000000 Penalty: 3763.832520
	Iteration 60F: 3 clusters Score -1.3861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13861010.000000 Penalty: 3763.832520
	Iteration 61Q: 3 clusters Score -1.386101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106668 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -13861007.000000 Penalty: 3763.832520
	Iteration 62Q: 3 clusters Score -1.386101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13861019.000000 Penalty: 3763.832520
	Iteration 63Q: 3 clusters Score -1.386102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106674 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -13861024.000000 Penalty: 3763.832520
	Iteration 64Q: 3 clusters Score -1.386102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13861028.000000 Penalty: 3763.832520
	Iteration 65Q: 3 clusters Score -1.386103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13861037.000000 Penalty: 3763.832520
	Iteration 66Q: 3 clusters Score -1.386104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -13861031.000000 Penalty: 3763.832520
	Iteration 67Q: 3 clusters Score -1.386103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13861034.000000 Penalty: 3763.832520
	Iteration 68Q: 3 clusters Score -1.386103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13861045.000000 Penalty: 3763.832520
	Iteration 69Q: 3 clusters Score -1.386104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13861042.000000 Penalty: 3763.832520
	Iteration 70Q: 3 clusters Score -1.386104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -13861038.000000 Penalty: 3763.832520
	Iteration 71Q: 3 clusters Score -1.386104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13861040.000000 Penalty: 3763.832520
	Iteration 72Q: 3 clusters Score -1.386104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13861040.000000 Penalty: 3763.832520
	Iteration 73F: 3 clusters Score -1.386104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Entering Unmasked Estep 
Score: -3895895.000000 Penalty: 1678.390869
	Iteration 0F: 2 clusters Score -3895895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3875379.000000 Penalty: 3356.781738
	Iteration 0F: 3 clusters Score -3875379 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3883103.750000 Penalty: 3356.781738
	Iteration 1F: 3 clusters Score -3883104 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3883487.500000 Penalty: 3356.781738
	Iteration 2Q: 3 clusters Score -3883488 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3883877.750000 Penalty: 3356.781738
	Iteration 3Q: 3 clusters Score -3883878 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3884390.500000 Penalty: 3356.781738
	Iteration 4Q: 3 clusters Score -3884390 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3885071.250000 Penalty: 3356.781738
	Iteration 5Q: 3 clusters Score -3885071 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3886142.250000 Penalty: 3356.781738
	Iteration 6F: 3 clusters Score -3886142 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3887681.000000 Penalty: 3356.781738
	Iteration 7F: 3 clusters Score -3887681 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3889448.750000 Penalty: 3356.781738
	Iteration 8F: 3 clusters Score -3889449 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3890968.000000 Penalty: 3356.781738
	Iteration 9F: 3 clusters Score -3890968 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3892133.750000 Penalty: 3356.781738
	Iteration 10Q: 3 clusters Score -3892134 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3892957.750000 Penalty: 3356.781738
	Iteration 11Q: 3 clusters Score -3892958 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3893485.000000 Penalty: 3356.781738
	Iteration 12Q: 3 clusters Score -3893485 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3893782.750000 Penalty: 3356.781738
	Iteration 13Q: 3 clusters Score -3893783 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3894034.750000 Penalty: 3356.781738
	Iteration 14Q: 3 clusters Score -3894035 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3894194.000000 Penalty: 3356.781738
	Iteration 15Q: 3 clusters Score -3894194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3894308.000000 Penalty: 3356.781738
	Iteration 16Q: 3 clusters Score -3894308 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3894363.000000 Penalty: 3356.781738
	Iteration 17Q: 3 clusters Score -3894363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3894408.250000 Penalty: 3356.781738
	Iteration 18Q: 3 clusters Score -3894408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -3894444.500000 Penalty: 3356.781738
	Iteration 19Q: 3 clusters Score -3894444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3894467.750000 Penalty: 3356.781738
	Iteration 20F: 3 clusters Score -3894468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3894474.000000 Penalty: 3356.781738
	Iteration 21Q: 3 clusters Score -3894474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3894484.750000 Penalty: 3356.781738
	Iteration 22Q: 3 clusters Score -3894485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3894492.250000 Penalty: 3356.781738
	Iteration 23Q: 3 clusters Score -3894492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3894498.500000 Penalty: 3356.781738
	Iteration 24Q: 3 clusters Score -3894498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3894498.500000 Penalty: 3356.781738
	Iteration 25Q: 3 clusters Score -3894498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -3894504.750000 Penalty: 3356.781738
	Iteration 26Q: 3 clusters Score -3894505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3894507.250000 Penalty: 3356.781738
	Iteration 27Q: 3 clusters Score -3894507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -3894506.250000 Penalty: 3356.781738
	Iteration 28Q: 3 clusters Score -3894506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3894505.250000 Penalty: 3356.781738
	Iteration 29Q: 3 clusters Score -3894505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3894508.750000 Penalty: 3356.781738
	Iteration 30Q: 3 clusters Score -3894509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3894509.000000 Penalty: 3356.781738
	Iteration 31Q: 3 clusters Score -3894509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3894511.000000 Penalty: 3356.781738
	Iteration 32Q: 3 clusters Score -3894511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -3894508.500000 Penalty: 3356.781738
	Iteration 33Q: 3 clusters Score -3894508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -3894508.500000 Penalty: 3356.781738
	Iteration 34F: 3 clusters Score -3894508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1769 members 
Mstep: Class 3 contains 103391 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 25014 members 
Mstep: Class 7 contains 57217 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23457 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 88270 members 
Mstep: Class 18 contains 101766 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 21 contains 31369 members 
Mstep: Class 23 contains 107047 members 
Mstep: Class 24 contains 30594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817288.000000 Penalty: 38813.050781
Iteration 79Q: 19 clusters Score -7.281729e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1740 members 
Mstep: Class 3 contains 103350 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 25101 members 
Mstep: Class 7 contains 57107 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23340 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 329 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 89116 members 
Mstep: Class 18 contains 101244 members 
Mstep: Class 20 contains 3038 members 
Mstep: Class 21 contains 31340 members 
Mstep: Class 23 contains 107052 members 
Mstep: Class 24 contains 30498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817856.000000 Penalty: 38813.050781
Iteration 80F: 19 clusters Score -7.281786e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1715 members 
Mstep: Class 3 contains 103316 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 25160 members 
Mstep: Class 7 contains 57004 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 23217 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 90100 members 
Mstep: Class 18 contains 100633 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 31296 members 
Mstep: Class 23 contains 107036 members 
Mstep: Class 24 contains 30411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818088.000000 Penalty: 38813.050781
Iteration 81Q: 19 clusters Score -7.281809e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 103288 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 25220 members 
Mstep: Class 7 contains 56840 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 23086 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 91146 members 
Mstep: Class 18 contains 100038 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 31260 members 
Mstep: Class 23 contains 107017 members 
Mstep: Class 24 contains 30311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818384.000000 Penalty: 38813.050781
Iteration 82Q: 19 clusters Score -7.281838e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 103305 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 25267 members 
Mstep: Class 7 contains 56684 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 22949 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 342 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 92119 members 
Mstep: Class 18 contains 99474 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 31221 members 
Mstep: Class 23 contains 106996 members 
Mstep: Class 24 contains 30214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818488.000000 Penalty: 38813.050781
Iteration 83Q: 19 clusters Score -7.281849e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 103311 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 318 members 
Mstep: Class 6 contains 25319 members 
Mstep: Class 7 contains 56544 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 346 members 
Mstep: Class 16 contains 304 members 
Mstep: Class 17 contains 93085 members 
Mstep: Class 18 contains 98862 members 
Mstep: Class 20 contains 3060 members 
Mstep: Class 21 contains 31192 members 
Mstep: Class 23 contains 106987 members 
Mstep: Class 24 contains 30133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818488.000000 Penalty: 38813.050781
Iteration 84Q: 19 clusters Score -7.281849e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1595 members 
Mstep: Class 3 contains 103284 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 25366 members 
Mstep: Class 7 contains 56397 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 22696 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 348 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 94027 members 
Mstep: Class 18 contains 98260 members 
Mstep: Class 20 contains 3064 members 
Mstep: Class 21 contains 31197 members 
Mstep: Class 23 contains 106987 members 
Mstep: Class 24 contains 30047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818704.000000 Penalty: 38813.050781
Iteration 85Q: 19 clusters Score -7.28187e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1570 members 
Mstep: Class 3 contains 103257 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 315 members 
Mstep: Class 6 contains 25419 members 
Mstep: Class 7 contains 56252 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 22609 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 94931 members 
Mstep: Class 18 contains 97658 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 31198 members 
Mstep: Class 23 contains 106976 members 
Mstep: Class 24 contains 29970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818968.000000 Penalty: 38813.050781
Iteration 86Q: 19 clusters Score -7.281897e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 103279 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 25491 members 
Mstep: Class 7 contains 56085 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 22501 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 95842 members 
Mstep: Class 18 contains 97033 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 31193 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 29895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818968.000000 Penalty: 38813.050781
Iteration 87Q: 19 clusters Score -7.281897e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 103312 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 25581 members 
Mstep: Class 7 contains 55925 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 22389 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 96759 members 
Mstep: Class 18 contains 96366 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 31205 members 
Mstep: Class 23 contains 106950 members 
Mstep: Class 24 contains 29806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818728.000000 Penalty: 38813.050781
Iteration 88Q: 19 clusters Score -7.281873e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1506 members 
Mstep: Class 3 contains 103310 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 25681 members 
Mstep: Class 7 contains 55786 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 22298 members 
Mstep: Class 10 contains 4005 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 97540 members 
Mstep: Class 18 contains 95826 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 31225 members 
Mstep: Class 23 contains 106938 members 
Mstep: Class 24 contains 29705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818808.000000 Penalty: 38813.050781
Iteration 89Q: 19 clusters Score -7.281881e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 103278 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 25772 members 
Mstep: Class 7 contains 55649 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 22215 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 98332 members 
Mstep: Class 18 contains 95297 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 31232 members 
Mstep: Class 23 contains 106947 members 
Mstep: Class 24 contains 29594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818648.000000 Penalty: 38813.050781
Iteration 90Q: 19 clusters Score -7.281865e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1466 members 
Mstep: Class 3 contains 103232 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 25865 members 
Mstep: Class 7 contains 55496 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 22127 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 99106 members 
Mstep: Class 18 contains 94801 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 31256 members 
Mstep: Class 23 contains 106969 members 
Mstep: Class 24 contains 29476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818656.000000 Penalty: 38813.050781
Iteration 91Q: 19 clusters Score -7.281866e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 103219 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 25970 members 
Mstep: Class 7 contains 55372 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 22045 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 99803 members 
Mstep: Class 18 contains 94292 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 31257 members 
Mstep: Class 23 contains 107000 members 
Mstep: Class 24 contains 29370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818664.000000 Penalty: 38813.050781
Iteration 92Q: 19 clusters Score -7.281866e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 103212 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 26083 members 
Mstep: Class 7 contains 55252 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 21974 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 93778 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 31252 members 
Mstep: Class 23 contains 107025 members 
Mstep: Class 24 contains 29241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818536.000000 Penalty: 38813.050781
Iteration 93Q: 19 clusters Score -7.281854e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 103223 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 26204 members 
Mstep: Class 7 contains 55142 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 21904 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 101206 members 
Mstep: Class 18 contains 93249 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 31256 members 
Mstep: Class 23 contains 107037 members 
Mstep: Class 24 contains 29122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818568.000000 Penalty: 38813.050781
Iteration 94Q: 19 clusters Score -7.281857e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 103220 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 26326 members 
Mstep: Class 7 contains 55047 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 101925 members 
Mstep: Class 18 contains 92692 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 31284 members 
Mstep: Class 23 contains 107033 members 
Mstep: Class 24 contains 29004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2155.472168 but Gain 2156.281250
Score: -72818744.000000 Penalty: 36656.769531
Iteration 95Q: 18 clusters Score -7.281874e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 3 contains 103241 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 26470 members 
Mstep: Class 7 contains 55011 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 21777 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 103122 members 
Mstep: Class 18 contains 92511 members 
Mstep: Class 20 contains 3185 members 
Mstep: Class 21 contains 31343 members 
Mstep: Class 23 contains 107122 members 
Mstep: Class 24 contains 29141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820456.000000 Penalty: 36656.769531
Iteration 96Q: 18 clusters Score -7.282046e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 3 contains 103286 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 26627 members 
Mstep: Class 7 contains 54927 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 21688 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 103827 members 
Mstep: Class 18 contains 91947 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 31327 members 
Mstep: Class 23 contains 107100 members 
Mstep: Class 24 contains 29007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820584.000000 Penalty: 36656.769531
Iteration 97Q: 18 clusters Score -7.282058e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 3 contains 103301 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 26777 members 
Mstep: Class 7 contains 54838 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 21596 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 104535 members 
Mstep: Class 18 contains 91364 members 
Mstep: Class 20 contains 3199 members 
Mstep: Class 21 contains 31332 members 
Mstep: Class 23 contains 107108 members 
Mstep: Class 24 contains 28889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820536.000000 Penalty: 36656.769531
Iteration 98Q: 18 clusters Score -7.282054e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 3 contains 103369 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 26904 members 
Mstep: Class 7 contains 54729 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 21499 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 105346 members 
Mstep: Class 18 contains 90659 members 
Mstep: Class 20 contains 3215 members 
Mstep: Class 21 contains 31359 members 
Mstep: Class 23 contains 107109 members 
Mstep: Class 24 contains 28754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820336.000000 Penalty: 36656.769531
Iteration 99Q: 18 clusters Score -7.282034e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 3 contains 103546 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 27038 members 
Mstep: Class 7 contains 54612 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 21437 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 347 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 106344 members 
Mstep: Class 18 contains 89674 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 31359 members 
Mstep: Class 23 contains 107123 members 
Mstep: Class 24 contains 28589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820512.000000 Penalty: 36656.769531
Iteration 100F: 18 clusters Score -7.282051e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 3 contains 103796 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 27157 members 
Mstep: Class 7 contains 54494 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 21358 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 348 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 107511 members 
Mstep: Class 18 contains 88472 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 31359 members 
Mstep: Class 23 contains 107144 members 
Mstep: Class 24 contains 28410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820432.000000 Penalty: 36656.769531
Iteration 101Q: 18 clusters Score -7.282043e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 3 contains 104151 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 27291 members 
Mstep: Class 7 contains 54355 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 21253 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 108870 members 
Mstep: Class 18 contains 87064 members 
Mstep: Class 20 contains 3256 members 
Mstep: Class 21 contains 31335 members 
Mstep: Class 23 contains 107166 members 
Mstep: Class 24 contains 28202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820656.000000 Penalty: 36656.769531
Iteration 102Q: 18 clusters Score -7.282066e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 104633 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 54095 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 21152 members 
Mstep: Class 10 contains 3989 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 110389 members 
Mstep: Class 18 contains 85495 members 
Mstep: Class 20 contains 3274 members 
Mstep: Class 21 contains 31327 members 
Mstep: Class 23 contains 107144 members 
Mstep: Class 24 contains 27996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820512.000000 Penalty: 36656.769531
Iteration 103Q: 18 clusters Score -7.282051e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 105381 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 27638 members 
Mstep: Class 7 contains 53698 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 20980 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 112168 members 
Mstep: Class 18 contains 83566 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 31305 members 
Mstep: Class 23 contains 107125 members 
Mstep: Class 24 contains 27784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72820360.000000 Penalty: 36656.769531
Iteration 104Q: 18 clusters Score -7.282036e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 106426 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 27860 members 
Mstep: Class 7 contains 53217 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 20756 members 
Mstep: Class 10 contains 3986 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 114207 members 
Mstep: Class 18 contains 81177 members 
Mstep: Class 20 contains 3326 members 
Mstep: Class 21 contains 31314 members 
Mstep: Class 23 contains 107088 members 
Mstep: Class 24 contains 27580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72819848.000000 Penalty: 36656.769531
Iteration 105Q: 18 clusters Score -7.281985e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 107896 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 52554 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 20513 members 
Mstep: Class 10 contains 3981 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 116217 members 
Mstep: Class 18 contains 78495 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 31378 members 
Mstep: Class 23 contains 107056 members 
Mstep: Class 24 contains 27382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72818736.000000 Penalty: 36656.769531
Iteration 106Q: 18 clusters Score -7.281874e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 109723 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 51724 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 20282 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 118125 members 
Mstep: Class 18 contains 75654 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 31459 members 
Mstep: Class 23 contains 107023 members 
Mstep: Class 24 contains 27187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72817264.000000 Penalty: 36656.769531
Iteration 107Q: 18 clusters Score -7.281726e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 111881 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 28732 members 
Mstep: Class 7 contains 50796 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 20085 members 
Mstep: Class 10 contains 3961 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 119569 members 
Mstep: Class 18 contains 72893 members 
Mstep: Class 20 contains 3409 members 
Mstep: Class 21 contains 31601 members 
Mstep: Class 23 contains 107028 members 
Mstep: Class 24 contains 26984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72815744.000000 Penalty: 36656.769531
Iteration 108Q: 18 clusters Score -7.281574e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 114398 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 29033 members 
Mstep: Class 7 contains 49790 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 19906 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 120459 members 
Mstep: Class 18 contains 70372 members 
Mstep: Class 20 contains 3448 members 
Mstep: Class 21 contains 31741 members 
Mstep: Class 23 contains 107021 members 
Mstep: Class 24 contains 26832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72813328.000000 Penalty: 36656.769531
Iteration 109Q: 18 clusters Score -7.281333e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 117251 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 29333 members 
Mstep: Class 7 contains 48664 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 19756 members 
Mstep: Class 10 contains 3927 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 120589 members 
Mstep: Class 18 contains 68165 members 
Mstep: Class 20 contains 3502 members 
Mstep: Class 21 contains 31923 members 
Mstep: Class 23 contains 107067 members 
Mstep: Class 24 contains 26763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72810208.000000 Penalty: 36656.769531
Iteration 110Q: 18 clusters Score -7.281021e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 119948 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 29756 members 
Mstep: Class 7 contains 47587 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19633 members 
Mstep: Class 10 contains 3918 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 120182 members 
Mstep: Class 18 contains 66377 members 
Mstep: Class 20 contains 3564 members 
Mstep: Class 21 contains 32122 members 
Mstep: Class 23 contains 107139 members 
Mstep: Class 24 contains 26716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806888.000000 Penalty: 36656.769531
Iteration 111Q: 18 clusters Score -7.280689e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 122124 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 30317 members 
Mstep: Class 7 contains 46588 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19544 members 
Mstep: Class 10 contains 3902 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 119588 members 
Mstep: Class 18 contains 64886 members 
Mstep: Class 20 contains 3650 members 
Mstep: Class 21 contains 32426 members 
Mstep: Class 23 contains 107228 members 
Mstep: Class 24 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72803944.000000 Penalty: 36656.769531
Iteration 112Q: 18 clusters Score -7.280394e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 123652 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 31000 members 
Mstep: Class 7 contains 45812 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19511 members 
Mstep: Class 10 contains 3882 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 118834 members 
Mstep: Class 18 contains 63716 members 
Mstep: Class 20 contains 3734 members 
Mstep: Class 21 contains 32810 members 
Mstep: Class 23 contains 107325 members 
Mstep: Class 24 contains 26667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72801800.000000 Penalty: 36656.769531
Iteration 113Q: 18 clusters Score -7.28018e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 124523 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 31751 members 
Mstep: Class 7 contains 45237 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19498 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 118211 members 
Mstep: Class 18 contains 62690 members 
Mstep: Class 20 contains 3836 members 
Mstep: Class 21 contains 33262 members 
Mstep: Class 23 contains 107435 members 
Mstep: Class 24 contains 26626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72800256.000000 Penalty: 36656.769531
Iteration 114Q: 18 clusters Score -7.280026e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 124831 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 32522 members 
Mstep: Class 7 contains 44779 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19483 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117678 members 
Mstep: Class 18 contains 61902 members 
Mstep: Class 20 contains 3967 members 
Mstep: Class 21 contains 33805 members 
Mstep: Class 23 contains 107518 members 
Mstep: Class 24 contains 26592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72799392.000000 Penalty: 36656.769531
Iteration 115Q: 18 clusters Score -7.279939e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 124671 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 33309 members 
Mstep: Class 7 contains 44479 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 19447 members 
Mstep: Class 10 contains 3853 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117427 members 
Mstep: Class 18 contains 61178 members 
Mstep: Class 20 contains 4093 members 
Mstep: Class 21 contains 34363 members 
Mstep: Class 23 contains 107594 members 
Mstep: Class 24 contains 26527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798848.000000 Penalty: 36656.769531
Iteration 116Q: 18 clusters Score -7.279885e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 124209 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 34169 members 
Mstep: Class 7 contains 44217 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 19411 members 
Mstep: Class 10 contains 3840 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117245 members 
Mstep: Class 18 contains 60580 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 34925 members 
Mstep: Class 23 contains 107683 members 
Mstep: Class 24 contains 26440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798776.000000 Penalty: 36656.769531
Iteration 117Q: 18 clusters Score -7.279878e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 123594 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 35051 members 
Mstep: Class 7 contains 43999 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117075 members 
Mstep: Class 18 contains 60065 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 35492 members 
Mstep: Class 23 contains 107758 members 
Mstep: Class 24 contains 26354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72798632.000000 Penalty: 36656.769531
Iteration 118Q: 18 clusters Score -7.279863e+07 nChanged 3860
Entering ConstructFrom: 
Score: -72798632.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -10636.549805 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -10636.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9819.591797 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -9819.592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10170.299805 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -10170.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10338.992188 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -10338.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10400.949219 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -10400.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10470.678711 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -10470.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10516.912109 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -10516.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10572.321289 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -10572.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10643.501953 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -10643.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10661.312500 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -10661.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10672.041992 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -10672.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10719.316406 Penalty: 1852.644165
	Iteration 10Q: 3 clusters Score -10719.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10730.381836 Penalty: 1852.644165
	Iteration 11Q: 3 clusters Score -10730.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10747.884766 Penalty: 1852.644165
	Iteration 12Q: 3 clusters Score -10747.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10771.708008 Penalty: 1852.644165
	Iteration 13Q: 3 clusters Score -10771.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10786.125000 Penalty: 1852.644165
	Iteration 14Q: 3 clusters Score -10786.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10787.072266 Penalty: 1852.644165
	Iteration 15Q: 3 clusters Score -10787.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10787.072266 Penalty: 1852.644165
	Iteration 16F: 3 clusters Score -10787.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Mstep: Class 3 contains 122855 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 35925 members 
Mstep: Class 7 contains 43865 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 19374 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 116906 members 
Mstep: Class 18 contains 59629 members 
Mstep: Class 20 contains 4417 members 
Mstep: Class 21 contains 36095 members 
Mstep: Class 23 contains 107789 members 
Mstep: Class 24 contains 26269 members 
Entering Unmasked Estep 
Score: -72797824.000000 Penalty: 38813.050781
Splitting cluster 1 changes total score from -72798632.000000 to -72797824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (122855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Entering Unmasked Estep 
Score: -15667839.000000 Penalty: 1904.298584
	Iteration 0F: 2 clusters Score -1.566784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -15599553.000000 Penalty: 3808.597168
	Iteration 0F: 3 clusters Score -1.559955e+07 nChanged 59113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -15634666.000000 Penalty: 3808.597168
	Iteration 1F: 3 clusters Score -1.563467e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -15636716.000000 Penalty: 3808.597168
	Iteration 2Q: 3 clusters Score -1.563672e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 78792 members 
Entering Unmasked Estep 
Score: -15640439.000000 Penalty: 3808.597168
	Iteration 3F: 3 clusters Score -1.564044e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -15646980.000000 Penalty: 3808.597168
	Iteration 4F: 3 clusters Score -1.564698e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -15656655.000000 Penalty: 3808.597168
	Iteration 5F: 3 clusters Score -1.565666e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -15664990.000000 Penalty: 3808.597168
	Iteration 6F: 3 clusters Score -1.566499e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 116604 members 
Entering Unmasked Estep 
Score: -15667366.000000 Penalty: 3808.597168
	Iteration 7F: 3 clusters Score -1.566737e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -15667202.000000 Penalty: 3808.597168
	Iteration 8Q: 3 clusters Score -1.56672e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -15666880.000000 Penalty: 3808.597168
	Iteration 9Q: 3 clusters Score -1.566688e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 121888 members 
Entering Unmasked Estep 
Score: -15666721.000000 Penalty: 3808.597168
	Iteration 10Q: 3 clusters Score -1.566672e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 122121 members 
Entering Unmasked Estep 
Score: -15666723.000000 Penalty: 3808.597168
	Iteration 11Q: 3 clusters Score -1.566672e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 122229 members 
Entering Unmasked Estep 
Score: -15666738.000000 Penalty: 3808.597168
	Iteration 12Q: 3 clusters Score -1.566674e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 122292 members 
Entering Unmasked Estep 
Score: -15666716.000000 Penalty: 3808.597168
	Iteration 13Q: 3 clusters Score -1.566672e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 122327 members 
Entering Unmasked Estep 
Score: -15666712.000000 Penalty: 3808.597168
	Iteration 14Q: 3 clusters Score -1.566671e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 122361 members 
Entering Unmasked Estep 
Score: -15666682.000000 Penalty: 3808.597168
	Iteration 15Q: 3 clusters Score -1.566668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 122384 members 
Entering Unmasked Estep 
Score: -15666678.000000 Penalty: 3808.597168
	Iteration 16Q: 3 clusters Score -1.566668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 122401 members 
Entering Unmasked Estep 
Score: -15666681.000000 Penalty: 3808.597168
	Iteration 17Q: 3 clusters Score -1.566668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -15666682.000000 Penalty: 3808.597168
	Iteration 18Q: 3 clusters Score -1.566668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 122430 members 
Entering Unmasked Estep 
Score: -15666682.000000 Penalty: 3808.597168
	Iteration 19Q: 3 clusters Score -1.566668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -15666688.000000 Penalty: 3808.597168
	Iteration 20F: 3 clusters Score -1.566669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 122444 members 
Entering Unmasked Estep 
Score: -15666693.000000 Penalty: 3808.597168
	Iteration 21Q: 3 clusters Score -1.566669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 122452 members 
Entering Unmasked Estep 
Score: -15666688.000000 Penalty: 3808.597168
	Iteration 22Q: 3 clusters Score -1.566669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 122456 members 
Entering Unmasked Estep 
Score: -15666683.000000 Penalty: 3808.597168
	Iteration 23Q: 3 clusters Score -1.566668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -15666692.000000 Penalty: 3808.597168
	Iteration 24Q: 3 clusters Score -1.566669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -15666690.000000 Penalty: 3808.597168
	Iteration 25Q: 3 clusters Score -1.566669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -15666690.000000 Penalty: 3808.597168
	Iteration 26F: 3 clusters Score -1.566669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -67512.742188 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -67512.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66357.140625 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -66357.14 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66577.750000 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -66577.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66654.718750 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -66654.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66715.828125 Penalty: 2103.512451
	Iteration 3Q: 3 clusters Score -66715.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66765.351562 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -66765.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66815.398438 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -66815.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66927.320312 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -66927.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67085.085938 Penalty: 2103.512451
	Iteration 7F: 3 clusters Score -67085.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67243.242188 Penalty: 2103.512451
	Iteration 8F: 3 clusters Score -67243.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67363.085938 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -67363.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67447.195312 Penalty: 2103.512451
	Iteration 10Q: 3 clusters Score -67447.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67479.007812 Penalty: 2103.512451
	Iteration 11Q: 3 clusters Score -67479.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67499.640625 Penalty: 2103.512451
	Iteration 12Q: 3 clusters Score -67499.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67511.171875 Penalty: 2103.512451
	Iteration 13Q: 3 clusters Score -67511.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67517.281250 Penalty: 2103.512451
	Iteration 14Q: 3 clusters Score -67517.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67518.718750 Penalty: 2103.512451
	Iteration 15Q: 3 clusters Score -67518.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67518.718750 Penalty: 2103.512451
	Iteration 16F: 3 clusters Score -67518.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 122855 members 
Mstep: Class 4 contains 249 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 35925 members 
Mstep: Class 7 contains 43865 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 19374 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 116906 members 
Mstep: Class 18 contains 59629 members 
Mstep: Class 20 contains 4417 members 
Mstep: Class 21 contains 36095 members 
Mstep: Class 23 contains 107789 members 
Mstep: Class 24 contains 26269 members 
Entering Unmasked Estep 
Score: -72797840.000000 Penalty: 38813.050781
Splitting cluster 4 changes total score from -72798632.000000 to -72797840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -21967.285156 Penalty: 933.758057
	Iteration 0F: 2 clusters Score -21967.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21164.707031 Penalty: 1867.516113
	Iteration 0F: 3 clusters Score -21164.71 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21444.365234 Penalty: 1867.516113
	Iteration 1F: 3 clusters Score -21444.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21567.125000 Penalty: 1867.516113
	Iteration 2F: 3 clusters Score -21567.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21617.441406 Penalty: 1867.516113
	Iteration 3Q: 3 clusters Score -21617.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21645.908203 Penalty: 1867.516113
	Iteration 4Q: 3 clusters Score -21645.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21670.296875 Penalty: 1867.516113
	Iteration 5Q: 3 clusters Score -21670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21708.171875 Penalty: 1867.516113
	Iteration 6Q: 3 clusters Score -21708.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21724.525391 Penalty: 1867.516113
	Iteration 7Q: 3 clusters Score -21724.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21726.763672 Penalty: 1867.516113
	Iteration 8Q: 3 clusters Score -21726.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21732.699219 Penalty: 1867.516113
	Iteration 9F: 3 clusters Score -21732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21743.769531 Penalty: 1867.516113
	Iteration 10Q: 3 clusters Score -21743.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21751.125000 Penalty: 1867.516113
	Iteration 11Q: 3 clusters Score -21751.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21779.039062 Penalty: 1867.516113
	Iteration 12Q: 3 clusters Score -21779.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21814.812500 Penalty: 1867.516113
	Iteration 13Q: 3 clusters Score -21814.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21859.121094 Penalty: 1867.516113
	Iteration 14Q: 3 clusters Score -21859.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21885.076172 Penalty: 1867.516113
	Iteration 15Q: 3 clusters Score -21885.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21889.285156 Penalty: 1867.516113
	Iteration 16Q: 3 clusters Score -21889.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21893.173828 Penalty: 1867.516113
	Iteration 17Q: 3 clusters Score -21893.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21893.173828 Penalty: 1867.516113
	Iteration 18F: 3 clusters Score -21893.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Entering Unmasked Estep 
Score: -4630880.500000 Penalty: 1704.493286
	Iteration 0F: 2 clusters Score -4630880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -4606797.500000 Penalty: 3408.986572
	Iteration 0F: 3 clusters Score -4606798 nChanged 16680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4616006.000000 Penalty: 3408.986572
	Iteration 1F: 3 clusters Score -4616006 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4616484.000000 Penalty: 3408.986572
	Iteration 2Q: 3 clusters Score -4616484 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4617064.000000 Penalty: 3408.986572
	Iteration 3Q: 3 clusters Score -4617064 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4617780.500000 Penalty: 3408.986572
	Iteration 4Q: 3 clusters Score -4617780 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4618856.000000 Penalty: 3408.986572
	Iteration 5F: 3 clusters Score -4618856 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4620474.000000 Penalty: 3408.986572
	Iteration 6F: 3 clusters Score -4620474 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -4622700.500000 Penalty: 3408.986572
	Iteration 7F: 3 clusters Score -4622700 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4625007.500000 Penalty: 3408.986572
	Iteration 8F: 3 clusters Score -4625008 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -4626688.000000 Penalty: 3408.986572
	Iteration 9F: 3 clusters Score -4626688 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4627639.000000 Penalty: 3408.986572
	Iteration 10Q: 3 clusters Score -4627639 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -4628108.000000 Penalty: 3408.986572
	Iteration 11Q: 3 clusters Score -4628108 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -4628394.500000 Penalty: 3408.986572
	Iteration 12Q: 3 clusters Score -4628394 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4628617.500000 Penalty: 3408.986572
	Iteration 13Q: 3 clusters Score -4628618 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4628787.000000 Penalty: 3408.986572
	Iteration 14Q: 3 clusters Score -4628787 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -4628915.000000 Penalty: 3408.986572
	Iteration 15Q: 3 clusters Score -4628915 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -4629003.000000 Penalty: 3408.986572
	Iteration 16Q: 3 clusters Score -4629003 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4629055.500000 Penalty: 3408.986572
	Iteration 17Q: 3 clusters Score -4629056 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4629113.000000 Penalty: 3408.986572
	Iteration 18Q: 3 clusters Score -4629113 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4629144.000000 Penalty: 3408.986572
	Iteration 19Q: 3 clusters Score -4629144 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4629190.000000 Penalty: 3408.986572
	Iteration 20F: 3 clusters Score -4629190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4629230.000000 Penalty: 3408.986572
	Iteration 21Q: 3 clusters Score -4629230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -4629266.000000 Penalty: 3408.986572
	Iteration 22Q: 3 clusters Score -4629266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -4629280.500000 Penalty: 3408.986572
	Iteration 23Q: 3 clusters Score -4629280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4629295.000000 Penalty: 3408.986572
	Iteration 24Q: 3 clusters Score -4629295 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4629308.500000 Penalty: 3408.986572
	Iteration 25Q: 3 clusters Score -4629308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4629328.000000 Penalty: 3408.986572
	Iteration 26Q: 3 clusters Score -4629328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4629347.500000 Penalty: 3408.986572
	Iteration 27Q: 3 clusters Score -4629348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4629364.000000 Penalty: 3408.986572
	Iteration 28Q: 3 clusters Score -4629364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4629388.500000 Penalty: 3408.986572
	Iteration 29Q: 3 clusters Score -4629388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4629402.500000 Penalty: 3408.986572
	Iteration 30Q: 3 clusters Score -4629402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4629413.500000 Penalty: 3408.986572
	Iteration 31Q: 3 clusters Score -4629414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4629420.500000 Penalty: 3408.986572
	Iteration 32Q: 3 clusters Score -4629420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4629426.000000 Penalty: 3408.986572
	Iteration 33Q: 3 clusters Score -4629426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4629430.500000 Penalty: 3408.986572
	Iteration 34Q: 3 clusters Score -4629430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4629437.500000 Penalty: 3408.986572
	Iteration 35Q: 3 clusters Score -4629438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -4629451.000000 Penalty: 3408.986572
	Iteration 36Q: 3 clusters Score -4629451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4629448.500000 Penalty: 3408.986572
	Iteration 37Q: 3 clusters Score -4629448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -4629454.000000 Penalty: 3408.986572
	Iteration 38Q: 3 clusters Score -4629454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4629466.500000 Penalty: 3408.986572
	Iteration 39Q: 3 clusters Score -4629466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4629471.500000 Penalty: 3408.986572
	Iteration 40F: 3 clusters Score -4629472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4629474.500000 Penalty: 3408.986572
	Iteration 41Q: 3 clusters Score -4629474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4629484.500000 Penalty: 3408.986572
	Iteration 42Q: 3 clusters Score -4629484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4629485.500000 Penalty: 3408.986572
	Iteration 43Q: 3 clusters Score -4629486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4629485.500000 Penalty: 3408.986572
	Iteration 44Q: 3 clusters Score -4629486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4629483.500000 Penalty: 3408.986572
	Iteration 45Q: 3 clusters Score -4629484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4629489.500000 Penalty: 3408.986572
	Iteration 46Q: 3 clusters Score -4629490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4629493.000000 Penalty: 3408.986572
	Iteration 47Q: 3 clusters Score -4629493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -4629497.500000 Penalty: 3408.986572
	Iteration 48Q: 3 clusters Score -4629498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -4629504.000000 Penalty: 3408.986572
	Iteration 49Q: 3 clusters Score -4629504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -4629505.500000 Penalty: 3408.986572
	Iteration 50Q: 3 clusters Score -4629506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4629507.000000 Penalty: 3408.986572
	Iteration 51Q: 3 clusters Score -4629507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4629511.000000 Penalty: 3408.986572
	Iteration 52Q: 3 clusters Score -4629511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4629516.000000 Penalty: 3408.986572
	Iteration 53Q: 3 clusters Score -4629516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4629520.000000 Penalty: 3408.986572
	Iteration 54Q: 3 clusters Score -4629520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4629524.000000 Penalty: 3408.986572
	Iteration 55Q: 3 clusters Score -4629524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4629522.000000 Penalty: 3408.986572
	Iteration 56Q: 3 clusters Score -4629522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -4629525.000000 Penalty: 3408.986572
	Iteration 57Q: 3 clusters Score -4629525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4629526.500000 Penalty: 3408.986572
	Iteration 58Q: 3 clusters Score -4629526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -4629531.000000 Penalty: 3408.986572
	Iteration 59Q: 3 clusters Score -4629531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4629532.500000 Penalty: 3408.986572
	Iteration 60F: 3 clusters Score -4629532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4629534.000000 Penalty: 3408.986572
	Iteration 61Q: 3 clusters Score -4629534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -4629539.000000 Penalty: 3408.986572
	Iteration 62Q: 3 clusters Score -4629539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -4629538.000000 Penalty: 3408.986572
	Iteration 63Q: 3 clusters Score -4629538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4629541.000000 Penalty: 3408.986572
	Iteration 64Q: 3 clusters Score -4629541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -4629548.500000 Penalty: 3408.986572
	Iteration 65Q: 3 clusters Score -4629548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4629546.000000 Penalty: 3408.986572
	Iteration 66Q: 3 clusters Score -4629546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4629546.000000 Penalty: 3408.986572
	Iteration 67F: 3 clusters Score -4629546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Entering Unmasked Estep 
Score: -5636864.500000 Penalty: 1736.941772
	Iteration 0F: 2 clusters Score -5636864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5607378.000000 Penalty: 3473.883545
	Iteration 0F: 3 clusters Score -5607378 nChanged 20556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -5619097.000000 Penalty: 3473.883545
	Iteration 1F: 3 clusters Score -5619097 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -5619652.500000 Penalty: 3473.883545
	Iteration 2Q: 3 clusters Score -5619652 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -5620346.500000 Penalty: 3473.883545
	Iteration 3Q: 3 clusters Score -5620346 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5621407.500000 Penalty: 3473.883545
	Iteration 4Q: 3 clusters Score -5621408 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5623281.500000 Penalty: 3473.883545
	Iteration 5F: 3 clusters Score -5623282 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -5625954.500000 Penalty: 3473.883545
	Iteration 6F: 3 clusters Score -5625954 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -5629093.500000 Penalty: 3473.883545
	Iteration 7F: 3 clusters Score -5629094 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5631763.000000 Penalty: 3473.883545
	Iteration 8F: 3 clusters Score -5631763 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5633490.000000 Penalty: 3473.883545
	Iteration 9Q: 3 clusters Score -5633490 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -5634455.000000 Penalty: 3473.883545
	Iteration 10Q: 3 clusters Score -5634455 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -5634933.500000 Penalty: 3473.883545
	Iteration 11Q: 3 clusters Score -5634934 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5635108.500000 Penalty: 3473.883545
	Iteration 12Q: 3 clusters Score -5635108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5635203.000000 Penalty: 3473.883545
	Iteration 13Q: 3 clusters Score -5635203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5635250.000000 Penalty: 3473.883545
	Iteration 14Q: 3 clusters Score -5635250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -5635297.000000 Penalty: 3473.883545
	Iteration 15Q: 3 clusters Score -5635297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -5635310.500000 Penalty: 3473.883545
	Iteration 16Q: 3 clusters Score -5635310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -5635320.500000 Penalty: 3473.883545
	Iteration 17Q: 3 clusters Score -5635320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -5635323.000000 Penalty: 3473.883545
	Iteration 18Q: 3 clusters Score -5635323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -5635326.500000 Penalty: 3473.883545
	Iteration 19Q: 3 clusters Score -5635326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -5635325.000000 Penalty: 3473.883545
	Iteration 20F: 3 clusters Score -5635325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5635324.500000 Penalty: 3473.883545
	Iteration 21Q: 3 clusters Score -5635324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5635328.000000 Penalty: 3473.883545
	Iteration 22Q: 3 clusters Score -5635328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -5635333.000000 Penalty: 3473.883545
	Iteration 23Q: 3 clusters Score -5635333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -5635343.500000 Penalty: 3473.883545
	Iteration 24Q: 3 clusters Score -5635344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -5635346.000000 Penalty: 3473.883545
	Iteration 25Q: 3 clusters Score -5635346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -5635354.000000 Penalty: 3473.883545
	Iteration 26Q: 3 clusters Score -5635354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -5635352.500000 Penalty: 3473.883545
	Iteration 27Q: 3 clusters Score -5635352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -5635351.500000 Penalty: 3473.883545
	Iteration 28Q: 3 clusters Score -5635352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -5635351.500000 Penalty: 3473.883545
	Iteration 29F: 3 clusters Score -5635352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -33878.945312 Penalty: 925.777710
	Iteration 0F: 2 clusters Score -33878.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33017.589844 Penalty: 1851.555420
	Iteration 0F: 3 clusters Score -33017.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33162.515625 Penalty: 1851.555420
	Iteration 1F: 3 clusters Score -33162.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33183.601562 Penalty: 1851.555420
	Iteration 2Q: 3 clusters Score -33183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33196.320312 Penalty: 1851.555420
	Iteration 3Q: 3 clusters Score -33196.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33197.476562 Penalty: 1851.555420
	Iteration 4Q: 3 clusters Score -33197.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33210.207031 Penalty: 1851.555420
	Iteration 5Q: 3 clusters Score -33210.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33215.156250 Penalty: 1851.555420
	Iteration 6Q: 3 clusters Score -33215.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33218.500000 Penalty: 1851.555420
	Iteration 7Q: 3 clusters Score -33218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33223.148438 Penalty: 1851.555420
	Iteration 8Q: 3 clusters Score -33223.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33223.882812 Penalty: 1851.555420
	Iteration 9Q: 3 clusters Score -33223.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33225.578125 Penalty: 1851.555420
	Iteration 10Q: 3 clusters Score -33225.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33225.578125 Penalty: 1851.555420
	Iteration 11F: 3 clusters Score -33225.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Entering Unmasked Estep 
Score: -2433521.250000 Penalty: 1604.149170
	Iteration 0F: 2 clusters Score -2433521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2420252.750000 Penalty: 3208.298340
	Iteration 0F: 3 clusters Score -2420253 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2425159.500000 Penalty: 3208.298340
	Iteration 1F: 3 clusters Score -2425160 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2425619.750000 Penalty: 3208.298340
	Iteration 2F: 3 clusters Score -2425620 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2426147.750000 Penalty: 3208.298340
	Iteration 3F: 3 clusters Score -2426148 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2426700.000000 Penalty: 3208.298340
	Iteration 4F: 3 clusters Score -2426700 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2427304.250000 Penalty: 3208.298340
	Iteration 5F: 3 clusters Score -2427304 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2427844.750000 Penalty: 3208.298340
	Iteration 6F: 3 clusters Score -2427845 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2428277.750000 Penalty: 3208.298340
	Iteration 7Q: 3 clusters Score -2428278 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2428631.250000 Penalty: 3208.298340
	Iteration 8Q: 3 clusters Score -2428631 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2428904.250000 Penalty: 3208.298340
	Iteration 9Q: 3 clusters Score -2428904 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2429079.000000 Penalty: 3208.298340
	Iteration 10Q: 3 clusters Score -2429079 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2429217.500000 Penalty: 3208.298340
	Iteration 11Q: 3 clusters Score -2429218 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2429315.000000 Penalty: 3208.298340
	Iteration 12Q: 3 clusters Score -2429315 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2429386.000000 Penalty: 3208.298340
	Iteration 13Q: 3 clusters Score -2429386 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2429447.750000 Penalty: 3208.298340
	Iteration 14Q: 3 clusters Score -2429448 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2429517.000000 Penalty: 3208.298340
	Iteration 15Q: 3 clusters Score -2429517 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2429552.750000 Penalty: 3208.298340
	Iteration 16Q: 3 clusters Score -2429553 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2429597.750000 Penalty: 3208.298340
	Iteration 17Q: 3 clusters Score -2429598 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2429623.000000 Penalty: 3208.298340
	Iteration 18Q: 3 clusters Score -2429623 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2429651.750000 Penalty: 3208.298340
	Iteration 19Q: 3 clusters Score -2429652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2429680.250000 Penalty: 3208.298340
	Iteration 20F: 3 clusters Score -2429680 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2429697.000000 Penalty: 3208.298340
	Iteration 21Q: 3 clusters Score -2429697 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2429738.000000 Penalty: 3208.298340
	Iteration 22Q: 3 clusters Score -2429738 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2429769.000000 Penalty: 3208.298340
	Iteration 23Q: 3 clusters Score -2429769 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2429803.500000 Penalty: 3208.298340
	Iteration 24Q: 3 clusters Score -2429804 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2429836.750000 Penalty: 3208.298340
	Iteration 25Q: 3 clusters Score -2429837 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2429865.250000 Penalty: 3208.298340
	Iteration 26Q: 3 clusters Score -2429865 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2429917.500000 Penalty: 3208.298340
	Iteration 27Q: 3 clusters Score -2429918 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2429962.500000 Penalty: 3208.298340
	Iteration 28Q: 3 clusters Score -2429962 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2430032.250000 Penalty: 3208.298340
	Iteration 29Q: 3 clusters Score -2430032 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2430083.500000 Penalty: 3208.298340
	Iteration 30Q: 3 clusters Score -2430084 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2430165.750000 Penalty: 3208.298340
	Iteration 31Q: 3 clusters Score -2430166 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2430244.250000 Penalty: 3208.298340
	Iteration 32Q: 3 clusters Score -2430244 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2430326.500000 Penalty: 3208.298340
	Iteration 33Q: 3 clusters Score -2430326 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2430437.500000 Penalty: 3208.298340
	Iteration 34Q: 3 clusters Score -2430438 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2430561.750000 Penalty: 3208.298340
	Iteration 35Q: 3 clusters Score -2430562 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2430672.500000 Penalty: 3208.298340
	Iteration 36Q: 3 clusters Score -2430672 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2430769.500000 Penalty: 3208.298340
	Iteration 37Q: 3 clusters Score -2430770 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2430877.000000 Penalty: 3208.298340
	Iteration 38Q: 3 clusters Score -2430877 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2430989.250000 Penalty: 3208.298340
	Iteration 39Q: 3 clusters Score -2430989 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2431074.500000 Penalty: 3208.298340
	Iteration 40F: 3 clusters Score -2431074 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2431143.250000 Penalty: 3208.298340
	Iteration 41Q: 3 clusters Score -2431143 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2431213.250000 Penalty: 3208.298340
	Iteration 42Q: 3 clusters Score -2431213 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2431260.500000 Penalty: 3208.298340
	Iteration 43Q: 3 clusters Score -2431260 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2431319.000000 Penalty: 3208.298340
	Iteration 44Q: 3 clusters Score -2431319 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2431366.500000 Penalty: 3208.298340
	Iteration 45Q: 3 clusters Score -2431366 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2431416.000000 Penalty: 3208.298340
	Iteration 46Q: 3 clusters Score -2431416 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2431460.250000 Penalty: 3208.298340
	Iteration 47Q: 3 clusters Score -2431460 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2431516.750000 Penalty: 3208.298340
	Iteration 48Q: 3 clusters Score -2431517 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2431562.500000 Penalty: 3208.298340
	Iteration 49Q: 3 clusters Score -2431562 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2431617.000000 Penalty: 3208.298340
	Iteration 50Q: 3 clusters Score -2431617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2431683.500000 Penalty: 3208.298340
	Iteration 51Q: 3 clusters Score -2431684 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2431744.000000 Penalty: 3208.298340
	Iteration 52Q: 3 clusters Score -2431744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2431798.250000 Penalty: 3208.298340
	Iteration 53Q: 3 clusters Score -2431798 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2431844.500000 Penalty: 3208.298340
	Iteration 54Q: 3 clusters Score -2431844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2431884.750000 Penalty: 3208.298340
	Iteration 55Q: 3 clusters Score -2431885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2431920.250000 Penalty: 3208.298340
	Iteration 56Q: 3 clusters Score -2431920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2431962.750000 Penalty: 3208.298340
	Iteration 57Q: 3 clusters Score -2431963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2432000.750000 Penalty: 3208.298340
	Iteration 58Q: 3 clusters Score -2432001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2432029.250000 Penalty: 3208.298340
	Iteration 59Q: 3 clusters Score -2432029 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2432060.500000 Penalty: 3208.298340
	Iteration 60F: 3 clusters Score -2432060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2432081.750000 Penalty: 3208.298340
	Iteration 61Q: 3 clusters Score -2432082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2432090.250000 Penalty: 3208.298340
	Iteration 62Q: 3 clusters Score -2432090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2432107.500000 Penalty: 3208.298340
	Iteration 63Q: 3 clusters Score -2432108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2432116.000000 Penalty: 3208.298340
	Iteration 64Q: 3 clusters Score -2432116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2432123.500000 Penalty: 3208.298340
	Iteration 65Q: 3 clusters Score -2432124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2432130.750000 Penalty: 3208.298340
	Iteration 66Q: 3 clusters Score -2432131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2432133.500000 Penalty: 3208.298340
	Iteration 67Q: 3 clusters Score -2432134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2432137.250000 Penalty: 3208.298340
	Iteration 68Q: 3 clusters Score -2432137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2432146.750000 Penalty: 3208.298340
	Iteration 69Q: 3 clusters Score -2432147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2432148.000000 Penalty: 3208.298340
	Iteration 70Q: 3 clusters Score -2432148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2432148.500000 Penalty: 3208.298340
	Iteration 71Q: 3 clusters Score -2432148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2432150.000000 Penalty: 3208.298340
	Iteration 72Q: 3 clusters Score -2432150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2432156.500000 Penalty: 3208.298340
	Iteration 73Q: 3 clusters Score -2432156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2432155.250000 Penalty: 3208.298340
	Iteration 74Q: 3 clusters Score -2432155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2432166.000000 Penalty: 3208.298340
	Iteration 75Q: 3 clusters Score -2432166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2432169.500000 Penalty: 3208.298340
	Iteration 76Q: 3 clusters Score -2432170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2432175.750000 Penalty: 3208.298340
	Iteration 77Q: 3 clusters Score -2432176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2432177.000000 Penalty: 3208.298340
	Iteration 78Q: 3 clusters Score -2432177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2432180.250000 Penalty: 3208.298340
	Iteration 79Q: 3 clusters Score -2432180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2432179.000000 Penalty: 3208.298340
	Iteration 80F: 3 clusters Score -2432179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2432184.250000 Penalty: 3208.298340
	Iteration 81Q: 3 clusters Score -2432184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2432190.500000 Penalty: 3208.298340
	Iteration 82Q: 3 clusters Score -2432190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2432191.750000 Penalty: 3208.298340
	Iteration 83Q: 3 clusters Score -2432192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2432196.000000 Penalty: 3208.298340
	Iteration 84Q: 3 clusters Score -2432196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2432196.000000 Penalty: 3208.298340
	Iteration 85Q: 3 clusters Score -2432196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2432196.750000 Penalty: 3208.298340
	Iteration 86Q: 3 clusters Score -2432197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2432198.500000 Penalty: 3208.298340
	Iteration 87Q: 3 clusters Score -2432198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2432200.500000 Penalty: 3208.298340
	Iteration 88Q: 3 clusters Score -2432200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2432198.750000 Penalty: 3208.298340
	Iteration 89Q: 3 clusters Score -2432199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2432198.750000 Penalty: 3208.298340
	Iteration 90F: 3 clusters Score -2432199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -465970.625000 Penalty: 1340.130615
	Iteration 0F: 2 clusters Score -465970.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -462725.343750 Penalty: 2680.261230
	Iteration 0F: 3 clusters Score -462725.3 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -463549.281250 Penalty: 2680.261230
	Iteration 1F: 3 clusters Score -463549.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -463817.968750 Penalty: 2680.261230
	Iteration 2F: 3 clusters Score -463818 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -464126.468750 Penalty: 2680.261230
	Iteration 3F: 3 clusters Score -464126.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -464379.281250 Penalty: 2680.261230
	Iteration 4F: 3 clusters Score -464379.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -464567.656250 Penalty: 2680.261230
	Iteration 5F: 3 clusters Score -464567.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -464741.718750 Penalty: 2680.261230
	Iteration 6Q: 3 clusters Score -464741.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -464894.125000 Penalty: 2680.261230
	Iteration 7Q: 3 clusters Score -464894.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -465013.562500 Penalty: 2680.261230
	Iteration 8Q: 3 clusters Score -465013.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -465104.406250 Penalty: 2680.261230
	Iteration 9Q: 3 clusters Score -465104.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -465166.281250 Penalty: 2680.261230
	Iteration 10Q: 3 clusters Score -465166.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -465206.812500 Penalty: 2680.261230
	Iteration 11Q: 3 clusters Score -465206.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -465242.656250 Penalty: 2680.261230
	Iteration 12Q: 3 clusters Score -465242.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -465270.968750 Penalty: 2680.261230
	Iteration 13Q: 3 clusters Score -465271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -465290.062500 Penalty: 2680.261230
	Iteration 14Q: 3 clusters Score -465290.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -465300.125000 Penalty: 2680.261230
	Iteration 15Q: 3 clusters Score -465300.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -465309.312500 Penalty: 2680.261230
	Iteration 16Q: 3 clusters Score -465309.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -465317.718750 Penalty: 2680.261230
	Iteration 17Q: 3 clusters Score -465317.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -465329.218750 Penalty: 2680.261230
	Iteration 18Q: 3 clusters Score -465329.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -465340.093750 Penalty: 2680.261230
	Iteration 19Q: 3 clusters Score -465340.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -465360.812500 Penalty: 2680.261230
	Iteration 20F: 3 clusters Score -465360.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -465388.781250 Penalty: 2680.261230
	Iteration 21Q: 3 clusters Score -465388.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -465415.218750 Penalty: 2680.261230
	Iteration 22Q: 3 clusters Score -465415.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -465453.187500 Penalty: 2680.261230
	Iteration 23Q: 3 clusters Score -465453.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -465500.906250 Penalty: 2680.261230
	Iteration 24Q: 3 clusters Score -465500.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -465572.312500 Penalty: 2680.261230
	Iteration 25Q: 3 clusters Score -465572.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -465639.937500 Penalty: 2680.261230
	Iteration 26Q: 3 clusters Score -465639.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -465692.718750 Penalty: 2680.261230
	Iteration 27Q: 3 clusters Score -465692.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -465745.656250 Penalty: 2680.261230
	Iteration 28Q: 3 clusters Score -465745.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -465789.812500 Penalty: 2680.261230
	Iteration 29Q: 3 clusters Score -465789.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -465820.968750 Penalty: 2680.261230
	Iteration 30Q: 3 clusters Score -465821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -465842.562500 Penalty: 2680.261230
	Iteration 31Q: 3 clusters Score -465842.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -465852.687500 Penalty: 2680.261230
	Iteration 32Q: 3 clusters Score -465852.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -465861.531250 Penalty: 2680.261230
	Iteration 33Q: 3 clusters Score -465861.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -465867.250000 Penalty: 2680.261230
	Iteration 34Q: 3 clusters Score -465867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -465875.281250 Penalty: 2680.261230
	Iteration 35Q: 3 clusters Score -465875.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -465879.718750 Penalty: 2680.261230
	Iteration 36Q: 3 clusters Score -465879.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -465881.593750 Penalty: 2680.261230
	Iteration 37Q: 3 clusters Score -465881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -465882.156250 Penalty: 2680.261230
	Iteration 38Q: 3 clusters Score -465882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -465882.593750 Penalty: 2680.261230
	Iteration 39Q: 3 clusters Score -465882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -465882.812500 Penalty: 2680.261230
	Iteration 40F: 3 clusters Score -465882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -30092.000000 Penalty: 951.449219
	Iteration 0F: 2 clusters Score -30092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29231.917969 Penalty: 1902.898438
	Iteration 0F: 3 clusters Score -29231.92 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29429.326172 Penalty: 1902.898438
	Iteration 1F: 3 clusters Score -29429.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29474.783203 Penalty: 1902.898438
	Iteration 2F: 3 clusters Score -29474.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29512.804688 Penalty: 1902.898438
	Iteration 3Q: 3 clusters Score -29512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29537.382812 Penalty: 1902.898438
	Iteration 4Q: 3 clusters Score -29537.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29546.626953 Penalty: 1902.898438
	Iteration 5Q: 3 clusters Score -29546.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29554.130859 Penalty: 1902.898438
	Iteration 6Q: 3 clusters Score -29554.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29556.408203 Penalty: 1902.898438
	Iteration 7Q: 3 clusters Score -29556.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29557.867188 Penalty: 1902.898438
	Iteration 8Q: 3 clusters Score -29557.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29557.867188 Penalty: 1902.898438
	Iteration 9F: 3 clusters Score -29557.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -30345.777344 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -30345.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29494.451172 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -29494.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29647.546875 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -29647.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29717.458984 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -29717.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29781.867188 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -29781.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29809.277344 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -29809.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29824.058594 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -29824.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29865.998047 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -29866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29927.304688 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -29927.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29996.447266 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -29996.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30033.691406 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -30033.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30075.796875 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -30075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30104.541016 Penalty: 1860.165161
	Iteration 11Q: 3 clusters Score -30104.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30123.740234 Penalty: 1860.165161
	Iteration 12Q: 3 clusters Score -30123.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30153.250000 Penalty: 1860.165161
	Iteration 13Q: 3 clusters Score -30153.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30165.185547 Penalty: 1860.165161
	Iteration 14Q: 3 clusters Score -30165.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30172.085938 Penalty: 1860.165161
	Iteration 15Q: 3 clusters Score -30172.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30175.658203 Penalty: 1860.165161
	Iteration 16Q: 3 clusters Score -30175.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30186.392578 Penalty: 1860.165161
	Iteration 17F: 3 clusters Score -30186.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30209.589844 Penalty: 1860.165161
	Iteration 18Q: 3 clusters Score -30209.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30227.925781 Penalty: 1860.165161
	Iteration 19Q: 3 clusters Score -30227.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30227.925781 Penalty: 1860.165161
	Iteration 20F: 3 clusters Score -30227.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (116906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Entering Unmasked Estep 
Score: -14889450.000000 Penalty: 1896.232910
	Iteration 0F: 2 clusters Score -1.488945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -14816414.000000 Penalty: 3792.465820
	Iteration 0F: 3 clusters Score -1.481641e+07 nChanged 55684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -14849402.000000 Penalty: 3792.465820
	Iteration 1F: 3 clusters Score -1.48494e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -14851032.000000 Penalty: 3792.465820
	Iteration 2Q: 3 clusters Score -1.485103e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -14853412.000000 Penalty: 3792.465820
	Iteration 3Q: 3 clusters Score -1.485341e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -14857447.000000 Penalty: 3792.465820
	Iteration 4F: 3 clusters Score -1.485745e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -14863468.000000 Penalty: 3792.465820
	Iteration 5F: 3 clusters Score -1.486347e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -14871116.000000 Penalty: 3792.465820
	Iteration 6F: 3 clusters Score -1.487112e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -14878559.000000 Penalty: 3792.465820
	Iteration 7F: 3 clusters Score -1.487856e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -14883859.000000 Penalty: 3792.465820
	Iteration 8F: 3 clusters Score -1.488386e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 111732 members 
Entering Unmasked Estep 
Score: -14886328.000000 Penalty: 3792.465820
	Iteration 9Q: 3 clusters Score -1.488633e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 114260 members 
Entering Unmasked Estep 
Score: -14887275.000000 Penalty: 3792.465820
	Iteration 10Q: 3 clusters Score -1.488728e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 115572 members 
Entering Unmasked Estep 
Score: -14887633.000000 Penalty: 3792.465820
	Iteration 11Q: 3 clusters Score -1.488763e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 116175 members 
Entering Unmasked Estep 
Score: -14887752.000000 Penalty: 3792.465820
	Iteration 12Q: 3 clusters Score -1.488775e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 116421 members 
Entering Unmasked Estep 
Score: -14887856.000000 Penalty: 3792.465820
	Iteration 13Q: 3 clusters Score -1.488786e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -14887884.000000 Penalty: 3792.465820
	Iteration 14Q: 3 clusters Score -1.488788e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
Score: -14887931.000000 Penalty: 3792.465820
	Iteration 15Q: 3 clusters Score -1.488793e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 116636 members 
Entering Unmasked Estep 
Score: -14887967.000000 Penalty: 3792.465820
	Iteration 16Q: 3 clusters Score -1.488797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 116655 members 
Entering Unmasked Estep 
Score: -14887973.000000 Penalty: 3792.465820
	Iteration 17Q: 3 clusters Score -1.488797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -14887982.000000 Penalty: 3792.465820
	Iteration 18Q: 3 clusters Score -1.488798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -14887991.000000 Penalty: 3792.465820
	Iteration 19Q: 3 clusters Score -1.488799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -14887989.000000 Penalty: 3792.465820
	Iteration 20F: 3 clusters Score -1.488799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 116680 members 
Entering Unmasked Estep 
Score: -14887986.000000 Penalty: 3792.465820
	Iteration 21Q: 3 clusters Score -1.488799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -14887993.000000 Penalty: 3792.465820
	Iteration 22Q: 3 clusters Score -1.488799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -14887994.000000 Penalty: 3792.465820
	Iteration 23Q: 3 clusters Score -1.488799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -14887994.000000 Penalty: 3792.465820
	Iteration 24F: 3 clusters Score -1.488799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Entering Unmasked Estep 
Score: -7602012.000000 Penalty: 1786.833252
	Iteration 0F: 2 clusters Score -7602012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -7562148.000000 Penalty: 3573.666504
	Iteration 0F: 3 clusters Score -7562148 nChanged 28161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -7578464.500000 Penalty: 3573.666504
	Iteration 1F: 3 clusters Score -7578464 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -7579451.000000 Penalty: 3573.666504
	Iteration 2Q: 3 clusters Score -7579451 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -7580943.000000 Penalty: 3573.666504
	Iteration 3Q: 3 clusters Score -7580943 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -7583278.500000 Penalty: 3573.666504
	Iteration 4F: 3 clusters Score -7583278 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -7586417.500000 Penalty: 3573.666504
	Iteration 5F: 3 clusters Score -7586418 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -7590041.500000 Penalty: 3573.666504
	Iteration 6F: 3 clusters Score -7590042 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -7593334.500000 Penalty: 3573.666504
	Iteration 7F: 3 clusters Score -7593334 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -7595689.000000 Penalty: 3573.666504
	Iteration 8Q: 3 clusters Score -7595689 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7597253.500000 Penalty: 3573.666504
	Iteration 9Q: 3 clusters Score -7597254 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -7598221.500000 Penalty: 3573.666504
	Iteration 10Q: 3 clusters Score -7598222 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7598869.500000 Penalty: 3573.666504
	Iteration 11Q: 3 clusters Score -7598870 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7599346.500000 Penalty: 3573.666504
	Iteration 12Q: 3 clusters Score -7599346 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7599719.000000 Penalty: 3573.666504
	Iteration 13Q: 3 clusters Score -7599719 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7599939.500000 Penalty: 3573.666504
	Iteration 14Q: 3 clusters Score -7599940 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7600120.000000 Penalty: 3573.666504
	Iteration 15Q: 3 clusters Score -7600120 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7600212.000000 Penalty: 3573.666504
	Iteration 16Q: 3 clusters Score -7600212 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7600273.500000 Penalty: 3573.666504
	Iteration 17Q: 3 clusters Score -7600274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7600336.000000 Penalty: 3573.666504
	Iteration 18Q: 3 clusters Score -7600336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7600383.000000 Penalty: 3573.666504
	Iteration 19Q: 3 clusters Score -7600383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7600414.500000 Penalty: 3573.666504
	Iteration 20F: 3 clusters Score -7600414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7600443.500000 Penalty: 3573.666504
	Iteration 21Q: 3 clusters Score -7600444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7600459.500000 Penalty: 3573.666504
	Iteration 22Q: 3 clusters Score -7600460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7600458.000000 Penalty: 3573.666504
	Iteration 23Q: 3 clusters Score -7600458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7600472.500000 Penalty: 3573.666504
	Iteration 24Q: 3 clusters Score -7600472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7600482.000000 Penalty: 3573.666504
	Iteration 25Q: 3 clusters Score -7600482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7600497.000000 Penalty: 3573.666504
	Iteration 26Q: 3 clusters Score -7600497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7600498.000000 Penalty: 3573.666504
	Iteration 27Q: 3 clusters Score -7600498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7600501.500000 Penalty: 3573.666504
	Iteration 28Q: 3 clusters Score -7600502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7600501.000000 Penalty: 3573.666504
	Iteration 29Q: 3 clusters Score -7600501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7600506.000000 Penalty: 3573.666504
	Iteration 30Q: 3 clusters Score -7600506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7600510.000000 Penalty: 3573.666504
	Iteration 31Q: 3 clusters Score -7600510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7600508.500000 Penalty: 3573.666504
	Iteration 32Q: 3 clusters Score -7600508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7600509.500000 Penalty: 3573.666504
	Iteration 33Q: 3 clusters Score -7600510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7600508.000000 Penalty: 3573.666504
	Iteration 34Q: 3 clusters Score -7600508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7600508.000000 Penalty: 3573.666504
	Iteration 35F: 3 clusters Score -7600508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -550700.187500 Penalty: 1363.897583
	Iteration 0F: 2 clusters Score -550700.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -547054.625000 Penalty: 2727.795166
	Iteration 0F: 3 clusters Score -547054.6 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -548068.125000 Penalty: 2727.795166
	Iteration 1F: 3 clusters Score -548068.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -548226.062500 Penalty: 2727.795166
	Iteration 2F: 3 clusters Score -548226.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -548351.500000 Penalty: 2727.795166
	Iteration 3Q: 3 clusters Score -548351.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -548463.500000 Penalty: 2727.795166
	Iteration 4Q: 3 clusters Score -548463.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -548543.937500 Penalty: 2727.795166
	Iteration 5Q: 3 clusters Score -548543.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -548608.687500 Penalty: 2727.795166
	Iteration 6Q: 3 clusters Score -548608.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -548661.500000 Penalty: 2727.795166
	Iteration 7Q: 3 clusters Score -548661.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -548716.812500 Penalty: 2727.795166
	Iteration 8Q: 3 clusters Score -548716.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -548768.937500 Penalty: 2727.795166
	Iteration 9Q: 3 clusters Score -548768.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -548822.500000 Penalty: 2727.795166
	Iteration 10Q: 3 clusters Score -548822.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -548886.625000 Penalty: 2727.795166
	Iteration 11Q: 3 clusters Score -548886.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -548944.062500 Penalty: 2727.795166
	Iteration 12Q: 3 clusters Score -548944.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -548991.000000 Penalty: 2727.795166
	Iteration 13Q: 3 clusters Score -548991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -549036.187500 Penalty: 2727.795166
	Iteration 14Q: 3 clusters Score -549036.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -549074.250000 Penalty: 2727.795166
	Iteration 15Q: 3 clusters Score -549074.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -549121.562500 Penalty: 2727.795166
	Iteration 16Q: 3 clusters Score -549121.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -549162.750000 Penalty: 2727.795166
	Iteration 17Q: 3 clusters Score -549162.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -549200.687500 Penalty: 2727.795166
	Iteration 18Q: 3 clusters Score -549200.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -549232.312500 Penalty: 2727.795166
	Iteration 19Q: 3 clusters Score -549232.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -549263.375000 Penalty: 2727.795166
	Iteration 20F: 3 clusters Score -549263.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -549291.312500 Penalty: 2727.795166
	Iteration 21Q: 3 clusters Score -549291.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -549309.750000 Penalty: 2727.795166
	Iteration 22Q: 3 clusters Score -549309.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -549326.750000 Penalty: 2727.795166
	Iteration 23Q: 3 clusters Score -549326.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -549339.312500 Penalty: 2727.795166
	Iteration 24Q: 3 clusters Score -549339.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -549348.937500 Penalty: 2727.795166
	Iteration 25Q: 3 clusters Score -549348.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -549355.312500 Penalty: 2727.795166
	Iteration 26Q: 3 clusters Score -549355.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -549358.625000 Penalty: 2727.795166
	Iteration 27Q: 3 clusters Score -549358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -549361.187500 Penalty: 2727.795166
	Iteration 28Q: 3 clusters Score -549361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -549360.937500 Penalty: 2727.795166
	Iteration 29Q: 3 clusters Score -549360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -549362.187500 Penalty: 2727.795166
	Iteration 30Q: 3 clusters Score -549362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -549364.812500 Penalty: 2727.795166
	Iteration 31Q: 3 clusters Score -549364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -549365.500000 Penalty: 2727.795166
	Iteration 32Q: 3 clusters Score -549365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -549366.500000 Penalty: 2727.795166
	Iteration 33Q: 3 clusters Score -549366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -549366.750000 Penalty: 2727.795166
	Iteration 34Q: 3 clusters Score -549366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -549365.625000 Penalty: 2727.795166
	Iteration 35Q: 3 clusters Score -549365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -549367.187500 Penalty: 2727.795166
	Iteration 36Q: 3 clusters Score -549367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -549368.187500 Penalty: 2727.795166
	Iteration 37Q: 3 clusters Score -549368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -549368.062500 Penalty: 2727.795166
	Iteration 38Q: 3 clusters Score -549368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -549368.562500 Penalty: 2727.795166
	Iteration 39Q: 3 clusters Score -549368.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -549369.875000 Penalty: 2727.795166
	Iteration 40F: 3 clusters Score -549369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -549369.937500 Penalty: 2727.795166
	Iteration 41Q: 3 clusters Score -549369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -549370.812500 Penalty: 2727.795166
	Iteration 42Q: 3 clusters Score -549370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -549370.812500 Penalty: 2727.795166
	Iteration 43Q: 3 clusters Score -549370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -549370.812500 Penalty: 2727.795166
	Iteration 44F: 3 clusters Score -549370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Entering Unmasked Estep 
Score: -4647819.000000 Penalty: 1705.260376
	Iteration 0F: 2 clusters Score -4647819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4623501.500000 Penalty: 3410.520752
	Iteration 0F: 3 clusters Score -4623502 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4632863.500000 Penalty: 3410.520752
	Iteration 1F: 3 clusters Score -4632864 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4633407.500000 Penalty: 3410.520752
	Iteration 2Q: 3 clusters Score -4633408 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4634070.500000 Penalty: 3410.520752
	Iteration 3Q: 3 clusters Score -4634070 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4634979.500000 Penalty: 3410.520752
	Iteration 4Q: 3 clusters Score -4634980 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -4636251.000000 Penalty: 3410.520752
	Iteration 5F: 3 clusters Score -4636251 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -4637941.500000 Penalty: 3410.520752
	Iteration 6F: 3 clusters Score -4637942 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -4639960.000000 Penalty: 3410.520752
	Iteration 7F: 3 clusters Score -4639960 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -4641579.000000 Penalty: 3410.520752
	Iteration 8F: 3 clusters Score -4641579 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -4642568.500000 Penalty: 3410.520752
	Iteration 9Q: 3 clusters Score -4642568 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4643101.000000 Penalty: 3410.520752
	Iteration 10Q: 3 clusters Score -4643101 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -4643418.000000 Penalty: 3410.520752
	Iteration 11Q: 3 clusters Score -4643418 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4643757.500000 Penalty: 3410.520752
	Iteration 12Q: 3 clusters Score -4643758 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -4644065.000000 Penalty: 3410.520752
	Iteration 13Q: 3 clusters Score -4644065 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -4644320.500000 Penalty: 3410.520752
	Iteration 14Q: 3 clusters Score -4644320 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -4644473.500000 Penalty: 3410.520752
	Iteration 15Q: 3 clusters Score -4644474 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4644603.500000 Penalty: 3410.520752
	Iteration 16Q: 3 clusters Score -4644604 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4644741.500000 Penalty: 3410.520752
	Iteration 17Q: 3 clusters Score -4644742 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -4644891.000000 Penalty: 3410.520752
	Iteration 18Q: 3 clusters Score -4644891 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4645017.500000 Penalty: 3410.520752
	Iteration 19Q: 3 clusters Score -4645018 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4645127.000000 Penalty: 3410.520752
	Iteration 20F: 3 clusters Score -4645127 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4645253.500000 Penalty: 3410.520752
	Iteration 21Q: 3 clusters Score -4645254 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4645335.000000 Penalty: 3410.520752
	Iteration 22Q: 3 clusters Score -4645335 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4645448.500000 Penalty: 3410.520752
	Iteration 23Q: 3 clusters Score -4645448 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4645559.000000 Penalty: 3410.520752
	Iteration 24Q: 3 clusters Score -4645559 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4645681.000000 Penalty: 3410.520752
	Iteration 25Q: 3 clusters Score -4645681 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4645780.000000 Penalty: 3410.520752
	Iteration 26Q: 3 clusters Score -4645780 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4645876.500000 Penalty: 3410.520752
	Iteration 27Q: 3 clusters Score -4645876 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4645932.000000 Penalty: 3410.520752
	Iteration 28Q: 3 clusters Score -4645932 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4645994.000000 Penalty: 3410.520752
	Iteration 29Q: 3 clusters Score -4645994 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -4646055.000000 Penalty: 3410.520752
	Iteration 30Q: 3 clusters Score -4646055 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4646109.000000 Penalty: 3410.520752
	Iteration 31Q: 3 clusters Score -4646109 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4646178.500000 Penalty: 3410.520752
	Iteration 32Q: 3 clusters Score -4646178 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4646213.000000 Penalty: 3410.520752
	Iteration 33Q: 3 clusters Score -4646213 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4646231.000000 Penalty: 3410.520752
	Iteration 34Q: 3 clusters Score -4646231 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4646256.000000 Penalty: 3410.520752
	Iteration 35Q: 3 clusters Score -4646256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -4646274.500000 Penalty: 3410.520752
	Iteration 36Q: 3 clusters Score -4646274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4646296.500000 Penalty: 3410.520752
	Iteration 37Q: 3 clusters Score -4646296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -4646310.500000 Penalty: 3410.520752
	Iteration 38Q: 3 clusters Score -4646310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -4646336.500000 Penalty: 3410.520752
	Iteration 39Q: 3 clusters Score -4646336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4646355.500000 Penalty: 3410.520752
	Iteration 40F: 3 clusters Score -4646356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4646374.000000 Penalty: 3410.520752
	Iteration 41Q: 3 clusters Score -4646374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -4646404.500000 Penalty: 3410.520752
	Iteration 42Q: 3 clusters Score -4646404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4646439.500000 Penalty: 3410.520752
	Iteration 43Q: 3 clusters Score -4646440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4646457.500000 Penalty: 3410.520752
	Iteration 44Q: 3 clusters Score -4646458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -4646476.500000 Penalty: 3410.520752
	Iteration 45Q: 3 clusters Score -4646476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4646488.000000 Penalty: 3410.520752
	Iteration 46Q: 3 clusters Score -4646488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4646497.500000 Penalty: 3410.520752
	Iteration 47Q: 3 clusters Score -4646498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -4646498.000000 Penalty: 3410.520752
	Iteration 48Q: 3 clusters Score -4646498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4646499.500000 Penalty: 3410.520752
	Iteration 49Q: 3 clusters Score -4646500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4646504.000000 Penalty: 3410.520752
	Iteration 50Q: 3 clusters Score -4646504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4646509.500000 Penalty: 3410.520752
	Iteration 51Q: 3 clusters Score -4646510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -4646516.500000 Penalty: 3410.520752
	Iteration 52Q: 3 clusters Score -4646516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4646520.000000 Penalty: 3410.520752
	Iteration 53Q: 3 clusters Score -4646520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4646515.000000 Penalty: 3410.520752
	Iteration 54Q: 3 clusters Score -4646515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4646531.000000 Penalty: 3410.520752
	Iteration 55Q: 3 clusters Score -4646531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4646541.500000 Penalty: 3410.520752
	Iteration 56Q: 3 clusters Score -4646542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4646538.000000 Penalty: 3410.520752
	Iteration 57Q: 3 clusters Score -4646538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4646539.500000 Penalty: 3410.520752
	Iteration 58Q: 3 clusters Score -4646540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4646541.000000 Penalty: 3410.520752
	Iteration 59Q: 3 clusters Score -4646541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4646547.000000 Penalty: 3410.520752
	Iteration 60F: 3 clusters Score -4646547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4646550.500000 Penalty: 3410.520752
	Iteration 61Q: 3 clusters Score -4646550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -4646555.000000 Penalty: 3410.520752
	Iteration 62Q: 3 clusters Score -4646555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4646555.500000 Penalty: 3410.520752
	Iteration 63Q: 3 clusters Score -4646556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4646561.500000 Penalty: 3410.520752
	Iteration 64Q: 3 clusters Score -4646562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4646566.000000 Penalty: 3410.520752
	Iteration 65Q: 3 clusters Score -4646566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4646569.000000 Penalty: 3410.520752
	Iteration 66Q: 3 clusters Score -4646569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4646570.500000 Penalty: 3410.520752
	Iteration 67Q: 3 clusters Score -4646570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4646571.500000 Penalty: 3410.520752
	Iteration 68Q: 3 clusters Score -4646572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4646571.500000 Penalty: 3410.520752
	Iteration 69F: 3 clusters Score -4646572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Entering Unmasked Estep 
Score: -13956064.000000 Penalty: 1883.038696
	Iteration 0F: 2 clusters Score -1.395606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -13891801.000000 Penalty: 3766.077393
	Iteration 0F: 3 clusters Score -1.38918e+07 nChanged 51314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -13921585.000000 Penalty: 3766.077393
	Iteration 1F: 3 clusters Score -1.392158e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -13922094.000000 Penalty: 3766.077393
	Iteration 2Q: 3 clusters Score -1.392209e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -13922664.000000 Penalty: 3766.077393
	Iteration 3Q: 3 clusters Score -1.392266e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -13923299.000000 Penalty: 3766.077393
	Iteration 4Q: 3 clusters Score -1.39233e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -13924445.000000 Penalty: 3766.077393
	Iteration 5Q: 3 clusters Score -1.392444e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -13925905.000000 Penalty: 3766.077393
	Iteration 6Q: 3 clusters Score -1.39259e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -13927850.000000 Penalty: 3766.077393
	Iteration 7Q: 3 clusters Score -1.392785e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -13930395.000000 Penalty: 3766.077393
	Iteration 8Q: 3 clusters Score -1.39304e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -13933002.000000 Penalty: 3766.077393
	Iteration 9F: 3 clusters Score -1.3933e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -13934855.000000 Penalty: 3766.077393
	Iteration 10Q: 3 clusters Score -1.393486e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -13936269.000000 Penalty: 3766.077393
	Iteration 11Q: 3 clusters Score -1.393627e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -13937276.000000 Penalty: 3766.077393
	Iteration 12Q: 3 clusters Score -1.393728e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -13938135.000000 Penalty: 3766.077393
	Iteration 13Q: 3 clusters Score -1.393814e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -13938893.000000 Penalty: 3766.077393
	Iteration 14Q: 3 clusters Score -1.393889e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -13939614.000000 Penalty: 3766.077393
	Iteration 15Q: 3 clusters Score -1.393961e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -13940247.000000 Penalty: 3766.077393
	Iteration 16Q: 3 clusters Score -1.394025e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -13940978.000000 Penalty: 3766.077393
	Iteration 17Q: 3 clusters Score -1.394098e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -13941559.000000 Penalty: 3766.077393
	Iteration 18Q: 3 clusters Score -1.394156e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -13942066.000000 Penalty: 3766.077393
	Iteration 19Q: 3 clusters Score -1.394207e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -13942430.000000 Penalty: 3766.077393
	Iteration 20F: 3 clusters Score -1.394243e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -13942834.000000 Penalty: 3766.077393
	Iteration 21Q: 3 clusters Score -1.394283e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 82573 members 
Entering Unmasked Estep 
Score: -13943179.000000 Penalty: 3766.077393
	Iteration 22Q: 3 clusters Score -1.394318e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -13943502.000000 Penalty: 3766.077393
	Iteration 23Q: 3 clusters Score -1.39435e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -13943807.000000 Penalty: 3766.077393
	Iteration 24Q: 3 clusters Score -1.394381e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -13944019.000000 Penalty: 3766.077393
	Iteration 25Q: 3 clusters Score -1.394402e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 86023 members 
Entering Unmasked Estep 
Score: -13944248.000000 Penalty: 3766.077393
	Iteration 26Q: 3 clusters Score -1.394425e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -13944485.000000 Penalty: 3766.077393
	Iteration 27Q: 3 clusters Score -1.394448e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -13944635.000000 Penalty: 3766.077393
	Iteration 28Q: 3 clusters Score -1.394464e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 87673 members 
Entering Unmasked Estep 
Score: -13944837.000000 Penalty: 3766.077393
	Iteration 29Q: 3 clusters Score -1.394484e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -13944929.000000 Penalty: 3766.077393
	Iteration 30Q: 3 clusters Score -1.394493e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -13945044.000000 Penalty: 3766.077393
	Iteration 31Q: 3 clusters Score -1.394504e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -13945115.000000 Penalty: 3766.077393
	Iteration 32Q: 3 clusters Score -1.394512e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 89323 members 
Entering Unmasked Estep 
Score: -13945205.000000 Penalty: 3766.077393
	Iteration 33Q: 3 clusters Score -1.39452e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -13945316.000000 Penalty: 3766.077393
	Iteration 34Q: 3 clusters Score -1.394532e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -13945402.000000 Penalty: 3766.077393
	Iteration 35Q: 3 clusters Score -1.39454e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -13945500.000000 Penalty: 3766.077393
	Iteration 36Q: 3 clusters Score -1.39455e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -13945666.000000 Penalty: 3766.077393
	Iteration 37Q: 3 clusters Score -1.394567e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -13945783.000000 Penalty: 3766.077393
	Iteration 38Q: 3 clusters Score -1.394578e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -13945908.000000 Penalty: 3766.077393
	Iteration 39Q: 3 clusters Score -1.394591e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -13945987.000000 Penalty: 3766.077393
	Iteration 40F: 3 clusters Score -1.394599e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -13946099.000000 Penalty: 3766.077393
	Iteration 41Q: 3 clusters Score -1.39461e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -13946226.000000 Penalty: 3766.077393
	Iteration 42Q: 3 clusters Score -1.394623e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 92784 members 
Entering Unmasked Estep 
Score: -13946298.000000 Penalty: 3766.077393
	Iteration 43Q: 3 clusters Score -1.39463e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -13946416.000000 Penalty: 3766.077393
	Iteration 44Q: 3 clusters Score -1.394642e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -13946506.000000 Penalty: 3766.077393
	Iteration 45Q: 3 clusters Score -1.394651e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -13946577.000000 Penalty: 3766.077393
	Iteration 46Q: 3 clusters Score -1.394658e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -13946705.000000 Penalty: 3766.077393
	Iteration 47Q: 3 clusters Score -1.39467e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -13946835.000000 Penalty: 3766.077393
	Iteration 48Q: 3 clusters Score -1.394684e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -13946911.000000 Penalty: 3766.077393
	Iteration 49Q: 3 clusters Score -1.394691e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 95194 members 
Entering Unmasked Estep 
Score: -13947021.000000 Penalty: 3766.077393
	Iteration 50Q: 3 clusters Score -1.394702e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -13947204.000000 Penalty: 3766.077393
	Iteration 51Q: 3 clusters Score -1.39472e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -13947382.000000 Penalty: 3766.077393
	Iteration 52Q: 3 clusters Score -1.394738e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 96333 members 
Entering Unmasked Estep 
Score: -13947600.000000 Penalty: 3766.077393
	Iteration 53Q: 3 clusters Score -1.39476e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -13947730.000000 Penalty: 3766.077393
	Iteration 54Q: 3 clusters Score -1.394773e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -13947941.000000 Penalty: 3766.077393
	Iteration 55Q: 3 clusters Score -1.394794e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -13948115.000000 Penalty: 3766.077393
	Iteration 56Q: 3 clusters Score -1.394812e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -13948350.000000 Penalty: 3766.077393
	Iteration 57Q: 3 clusters Score -1.394835e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -13948547.000000 Penalty: 3766.077393
	Iteration 58Q: 3 clusters Score -1.394855e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -13948805.000000 Penalty: 3766.077393
	Iteration 59Q: 3 clusters Score -1.39488e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 99756 members 
Entering Unmasked Estep 
Score: -13949187.000000 Penalty: 3766.077393
	Iteration 60F: 3 clusters Score -1.394919e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -13949622.000000 Penalty: 3766.077393
	Iteration 61Q: 3 clusters Score -1.394962e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -13950071.000000 Penalty: 3766.077393
	Iteration 62Q: 3 clusters Score -1.395007e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 101579 members 
Entering Unmasked Estep 
Score: -13950543.000000 Penalty: 3766.077393
	Iteration 63Q: 3 clusters Score -1.395054e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 102227 members 
Entering Unmasked Estep 
Score: -13951087.000000 Penalty: 3766.077393
	Iteration 64Q: 3 clusters Score -1.395109e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -13951506.000000 Penalty: 3766.077393
	Iteration 65Q: 3 clusters Score -1.395151e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -13951940.000000 Penalty: 3766.077393
	Iteration 66Q: 3 clusters Score -1.395194e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -13952383.000000 Penalty: 3766.077393
	Iteration 67Q: 3 clusters Score -1.395238e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -13952810.000000 Penalty: 3766.077393
	Iteration 68Q: 3 clusters Score -1.395281e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -13953117.000000 Penalty: 3766.077393
	Iteration 69Q: 3 clusters Score -1.395312e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -13953426.000000 Penalty: 3766.077393
	Iteration 70Q: 3 clusters Score -1.395343e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -13953703.000000 Penalty: 3766.077393
	Iteration 71Q: 3 clusters Score -1.39537e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 106164 members 
Entering Unmasked Estep 
Score: -13953855.000000 Penalty: 3766.077393
	Iteration 72Q: 3 clusters Score -1.395386e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -13953979.000000 Penalty: 3766.077393
	Iteration 73Q: 3 clusters Score -1.395398e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 106535 members 
Entering Unmasked Estep 
Score: -13954095.000000 Penalty: 3766.077393
	Iteration 74Q: 3 clusters Score -1.39541e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -13954184.000000 Penalty: 3766.077393
	Iteration 75Q: 3 clusters Score -1.395418e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 106766 members 
Entering Unmasked Estep 
Score: -13954257.000000 Penalty: 3766.077393
	Iteration 76Q: 3 clusters Score -1.395426e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 106844 members 
Entering Unmasked Estep 
Score: -13954295.000000 Penalty: 3766.077393
	Iteration 77Q: 3 clusters Score -1.39543e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -13954338.000000 Penalty: 3766.077393
	Iteration 78Q: 3 clusters Score -1.395434e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 106951 members 
Entering Unmasked Estep 
Score: -13954370.000000 Penalty: 3766.077393
	Iteration 79Q: 3 clusters Score -1.395437e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -13954393.000000 Penalty: 3766.077393
	Iteration 80F: 3 clusters Score -1.395439e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -13954403.000000 Penalty: 3766.077393
	Iteration 81Q: 3 clusters Score -1.39544e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 107058 members 
Entering Unmasked Estep 
Score: -13954422.000000 Penalty: 3766.077393
	Iteration 82Q: 3 clusters Score -1.395442e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -13954437.000000 Penalty: 3766.077393
	Iteration 83Q: 3 clusters Score -1.395444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 107106 members 
Entering Unmasked Estep 
Score: -13954465.000000 Penalty: 3766.077393
	Iteration 84Q: 3 clusters Score -1.395446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
Score: -13954487.000000 Penalty: 3766.077393
	Iteration 85Q: 3 clusters Score -1.395449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 107129 members 
Entering Unmasked Estep 
Score: -13954491.000000 Penalty: 3766.077393
	Iteration 86Q: 3 clusters Score -1.395449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -13954488.000000 Penalty: 3766.077393
	Iteration 87Q: 3 clusters Score -1.395449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -13954500.000000 Penalty: 3766.077393
	Iteration 88Q: 3 clusters Score -1.39545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -13954504.000000 Penalty: 3766.077393
	Iteration 89Q: 3 clusters Score -1.39545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 107177 members 
Entering Unmasked Estep 
Score: -13954503.000000 Penalty: 3766.077393
	Iteration 90Q: 3 clusters Score -1.39545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -13954507.000000 Penalty: 3766.077393
	Iteration 91Q: 3 clusters Score -1.395451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 107181 members 
Entering Unmasked Estep 
Score: -13954507.000000 Penalty: 3766.077393
	Iteration 92Q: 3 clusters Score -1.395451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -13954507.000000 Penalty: 3766.077393
	Iteration 93Q: 3 clusters Score -1.395451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -13954506.000000 Penalty: 3766.077393
	Iteration 94Q: 3 clusters Score -1.395451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -13954506.000000 Penalty: 3766.077393
	Iteration 95F: 3 clusters Score -1.395451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Entering Unmasked Estep 
Score: -3346855.250000 Penalty: 1653.623535
	Iteration 0F: 2 clusters Score -3346855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3329043.750000 Penalty: 3307.247070
	Iteration 0F: 3 clusters Score -3329044 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3335684.250000 Penalty: 3307.247070
	Iteration 1F: 3 clusters Score -3335684 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3336041.750000 Penalty: 3307.247070
	Iteration 2Q: 3 clusters Score -3336042 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3336323.000000 Penalty: 3307.247070
	Iteration 3Q: 3 clusters Score -3336323 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3336615.750000 Penalty: 3307.247070
	Iteration 4Q: 3 clusters Score -3336616 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3336971.250000 Penalty: 3307.247070
	Iteration 5Q: 3 clusters Score -3336971 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3337463.250000 Penalty: 3307.247070
	Iteration 6Q: 3 clusters Score -3337463 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3338118.250000 Penalty: 3307.247070
	Iteration 7Q: 3 clusters Score -3338118 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3339035.750000 Penalty: 3307.247070
	Iteration 8F: 3 clusters Score -3339036 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3340069.500000 Penalty: 3307.247070
	Iteration 9F: 3 clusters Score -3340070 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3341186.500000 Penalty: 3307.247070
	Iteration 10F: 3 clusters Score -3341186 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3342153.500000 Penalty: 3307.247070
	Iteration 11F: 3 clusters Score -3342154 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3342721.750000 Penalty: 3307.247070
	Iteration 12Q: 3 clusters Score -3342722 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3343112.000000 Penalty: 3307.247070
	Iteration 13Q: 3 clusters Score -3343112 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3343417.250000 Penalty: 3307.247070
	Iteration 14Q: 3 clusters Score -3343417 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3343709.500000 Penalty: 3307.247070
	Iteration 15Q: 3 clusters Score -3343710 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3343964.750000 Penalty: 3307.247070
	Iteration 16Q: 3 clusters Score -3343965 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3344203.500000 Penalty: 3307.247070
	Iteration 17Q: 3 clusters Score -3344204 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3344436.500000 Penalty: 3307.247070
	Iteration 18Q: 3 clusters Score -3344436 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3344593.500000 Penalty: 3307.247070
	Iteration 19Q: 3 clusters Score -3344594 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3344741.250000 Penalty: 3307.247070
	Iteration 20F: 3 clusters Score -3344741 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3344862.500000 Penalty: 3307.247070
	Iteration 21Q: 3 clusters Score -3344862 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3344991.000000 Penalty: 3307.247070
	Iteration 22Q: 3 clusters Score -3344991 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3345074.250000 Penalty: 3307.247070
	Iteration 23Q: 3 clusters Score -3345074 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3345140.500000 Penalty: 3307.247070
	Iteration 24Q: 3 clusters Score -3345140 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3345207.500000 Penalty: 3307.247070
	Iteration 25Q: 3 clusters Score -3345208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3345255.000000 Penalty: 3307.247070
	Iteration 26Q: 3 clusters Score -3345255 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3345296.250000 Penalty: 3307.247070
	Iteration 27Q: 3 clusters Score -3345296 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3345320.250000 Penalty: 3307.247070
	Iteration 28Q: 3 clusters Score -3345320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3345347.750000 Penalty: 3307.247070
	Iteration 29Q: 3 clusters Score -3345348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3345385.500000 Penalty: 3307.247070
	Iteration 30Q: 3 clusters Score -3345386 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3345416.750000 Penalty: 3307.247070
	Iteration 31Q: 3 clusters Score -3345417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -3345428.750000 Penalty: 3307.247070
	Iteration 32Q: 3 clusters Score -3345429 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3345449.500000 Penalty: 3307.247070
	Iteration 33Q: 3 clusters Score -3345450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3345465.500000 Penalty: 3307.247070
	Iteration 34Q: 3 clusters Score -3345466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3345485.250000 Penalty: 3307.247070
	Iteration 35Q: 3 clusters Score -3345485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3345514.000000 Penalty: 3307.247070
	Iteration 36Q: 3 clusters Score -3345514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3345529.750000 Penalty: 3307.247070
	Iteration 37Q: 3 clusters Score -3345530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3345551.250000 Penalty: 3307.247070
	Iteration 38Q: 3 clusters Score -3345551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3345565.500000 Penalty: 3307.247070
	Iteration 39Q: 3 clusters Score -3345566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3345576.000000 Penalty: 3307.247070
	Iteration 40F: 3 clusters Score -3345576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3345588.000000 Penalty: 3307.247070
	Iteration 41Q: 3 clusters Score -3345588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3345598.750000 Penalty: 3307.247070
	Iteration 42Q: 3 clusters Score -3345599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3345600.000000 Penalty: 3307.247070
	Iteration 43Q: 3 clusters Score -3345600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3345611.750000 Penalty: 3307.247070
	Iteration 44Q: 3 clusters Score -3345612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3345610.500000 Penalty: 3307.247070
	Iteration 45Q: 3 clusters Score -3345610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3345622.000000 Penalty: 3307.247070
	Iteration 46Q: 3 clusters Score -3345622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3345619.750000 Penalty: 3307.247070
	Iteration 47Q: 3 clusters Score -3345620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3345623.000000 Penalty: 3307.247070
	Iteration 48Q: 3 clusters Score -3345623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3345627.500000 Penalty: 3307.247070
	Iteration 49Q: 3 clusters Score -3345628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3345632.000000 Penalty: 3307.247070
	Iteration 50Q: 3 clusters Score -3345632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3345637.500000 Penalty: 3307.247070
	Iteration 51Q: 3 clusters Score -3345638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3345641.250000 Penalty: 3307.247070
	Iteration 52Q: 3 clusters Score -3345641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3345643.000000 Penalty: 3307.247070
	Iteration 53Q: 3 clusters Score -3345643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3345646.000000 Penalty: 3307.247070
	Iteration 54Q: 3 clusters Score -3345646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3345646.750000 Penalty: 3307.247070
	Iteration 55Q: 3 clusters Score -3345647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3345651.750000 Penalty: 3307.247070
	Iteration 56Q: 3 clusters Score -3345652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3345652.250000 Penalty: 3307.247070
	Iteration 57Q: 3 clusters Score -3345652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3345657.750000 Penalty: 3307.247070
	Iteration 58Q: 3 clusters Score -3345658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3345652.250000 Penalty: 3307.247070
	Iteration 59Q: 3 clusters Score -3345652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3345654.500000 Penalty: 3307.247070
	Iteration 60F: 3 clusters Score -3345654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3345652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3345655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3345660.000000 Penalty: 3307.247070
	Iteration 63Q: 3 clusters Score -3345660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3345665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3345662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3345665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3345663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
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	Iteration 68F: 3 clusters Score -3345663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 122855 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 35925 members 
Mstep: Class 7 contains 43865 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 19374 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 116906 members 
Mstep: Class 18 contains 59629 members 
Mstep: Class 20 contains 4417 members 
Mstep: Class 21 contains 36095 members 
Mstep: Class 23 contains 107789 members 
Mstep: Class 24 contains 26269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 18 clusters Score -7.279917e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 3 contains 122065 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 36750 members 
Mstep: Class 7 contains 43758 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19373 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 116711 members 
Mstep: Class 18 contains 59232 members 
Mstep: Class 20 contains 4512 members 
Mstep: Class 21 contains 36747 members 
Mstep: Class 23 contains 107817 members 
Mstep: Class 24 contains 26168 members 
Entering Unmasked Estep 
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Iteration 120F: 18 clusters Score -7.280021e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 3 contains 121285 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 37559 members 
Mstep: Class 7 contains 43602 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19322 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117099 members 
Mstep: Class 18 contains 58422 members 
Mstep: Class 20 contains 4603 members 
Mstep: Class 21 contains 37385 members 
Mstep: Class 23 contains 107811 members 
Mstep: Class 24 contains 26065 members 
Entering Unmasked Estep 
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Iteration 121Q: 18 clusters Score -7.280046e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 3 contains 120430 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 38369 members 
Mstep: Class 7 contains 43483 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19310 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117426 members 
Mstep: Class 18 contains 57626 members 
Mstep: Class 20 contains 4694 members 
Mstep: Class 21 contains 38015 members 
Mstep: Class 23 contains 107829 members 
Mstep: Class 24 contains 25982 members 
Entering Unmasked Estep 
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Iteration 122Q: 18 clusters Score -7.280088e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 3 contains 119578 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 39164 members 
Mstep: Class 7 contains 43421 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19313 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117659 members 
Mstep: Class 18 contains 56901 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 38576 members 
Mstep: Class 23 contains 107856 members 
Mstep: Class 24 contains 25915 members 
Entering Unmasked Estep 
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Iteration 123Q: 18 clusters Score -7.280176e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 3 contains 118805 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 39941 members 
Mstep: Class 7 contains 43377 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19309 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117884 members 
Mstep: Class 18 contains 56161 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 39089 members 
Mstep: Class 23 contains 107868 members 
Mstep: Class 24 contains 25861 members 
Entering Unmasked Estep 
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Iteration 124Q: 18 clusters Score -7.280226e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 3 contains 118108 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 40680 members 
Mstep: Class 7 contains 43346 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19304 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 118128 members 
Mstep: Class 18 contains 55421 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 39570 members 
Mstep: Class 23 contains 107878 members 
Mstep: Class 24 contains 25790 members 
Entering Unmasked Estep 
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Iteration 125Q: 18 clusters Score -7.280294e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 117570 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 41353 members 
Mstep: Class 7 contains 43291 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 3700 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 118281 members 
Mstep: Class 18 contains 54733 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 40027 members 
Mstep: Class 23 contains 107864 members 
Mstep: Class 24 contains 25742 members 
Entering Unmasked Estep 
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Iteration 126Q: 18 clusters Score -7.280336e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 117061 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 42033 members 
Mstep: Class 7 contains 43244 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19284 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 118356 members 
Mstep: Class 18 contains 54149 members 
Mstep: Class 20 contains 5155 members 
Mstep: Class 21 contains 40421 members 
Mstep: Class 23 contains 107851 members 
Mstep: Class 24 contains 25694 members 
Entering Unmasked Estep 
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Iteration 127Q: 18 clusters Score -7.280396e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 116659 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 42668 members 
Mstep: Class 7 contains 43228 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19262 members 
Mstep: Class 10 contains 3683 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 118263 members 
Mstep: Class 18 contains 53679 members 
Mstep: Class 20 contains 5243 members 
Mstep: Class 21 contains 40750 members 
Mstep: Class 23 contains 107833 members 
Mstep: Class 24 contains 25671 members 
Entering Unmasked Estep 
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Iteration 128Q: 18 clusters Score -7.280413e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 116303 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 43237 members 
Mstep: Class 7 contains 43246 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19261 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 118135 members 
Mstep: Class 18 contains 53222 members 
Mstep: Class 20 contains 5332 members 
Mstep: Class 21 contains 41067 members 
Mstep: Class 23 contains 107808 members 
Mstep: Class 24 contains 25649 members 
Entering Unmasked Estep 
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Iteration 129Q: 18 clusters Score -7.280415e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 116009 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 43789 members 
Mstep: Class 7 contains 43279 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19262 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 117987 members 
Mstep: Class 18 contains 52788 members 
Mstep: Class 20 contains 5402 members 
Mstep: Class 21 contains 41334 members 
Mstep: Class 23 contains 107778 members 
Mstep: Class 24 contains 25638 members 
Entering Unmasked Estep 
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Iteration 130Q: 18 clusters Score -7.280484e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 115721 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 44319 members 
Mstep: Class 7 contains 43296 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19253 members 
Mstep: Class 10 contains 3668 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 117866 members 
Mstep: Class 18 contains 52347 members 
Mstep: Class 20 contains 5479 members 
Mstep: Class 21 contains 41591 members 
Mstep: Class 23 contains 107751 members 
Mstep: Class 24 contains 25648 members 
Entering Unmasked Estep 
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Iteration 131Q: 18 clusters Score -7.280502e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 115489 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 44823 members 
Mstep: Class 7 contains 43336 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19251 members 
Mstep: Class 10 contains 3660 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 117769 members 
Mstep: Class 18 contains 51837 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 41822 members 
Mstep: Class 23 contains 107728 members 
Mstep: Class 24 contains 25687 members 
Entering Unmasked Estep 
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Iteration 132Q: 18 clusters Score -7.280552e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 115276 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 45331 members 
Mstep: Class 7 contains 43391 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 19236 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117637 members 
Mstep: Class 18 contains 51361 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 42027 members 
Mstep: Class 23 contains 107712 members 
Mstep: Class 24 contains 25728 members 
Entering Unmasked Estep 
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Iteration 133Q: 18 clusters Score -7.280599e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 115129 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 45805 members 
Mstep: Class 7 contains 43453 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 19207 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117460 members 
Mstep: Class 18 contains 50927 members 
Mstep: Class 20 contains 5658 members 
Mstep: Class 21 contains 42185 members 
Mstep: Class 23 contains 107679 members 
Mstep: Class 24 contains 25790 members 
Entering Unmasked Estep 
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Iteration 134Q: 18 clusters Score -7.280635e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 114994 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 46209 members 
Mstep: Class 7 contains 43504 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19182 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117344 members 
Mstep: Class 18 contains 50522 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 42327 members 
Mstep: Class 23 contains 107641 members 
Mstep: Class 24 contains 25859 members 
Entering Unmasked Estep 
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Iteration 135Q: 18 clusters Score -7.280672e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 114881 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 46559 members 
Mstep: Class 7 contains 43538 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19161 members 
Mstep: Class 10 contains 3629 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117296 members 
Mstep: Class 18 contains 50146 members 
Mstep: Class 20 contains 5757 members 
Mstep: Class 21 contains 42468 members 
Mstep: Class 23 contains 107600 members 
Mstep: Class 24 contains 25902 members 
Entering Unmasked Estep 
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Iteration 136Q: 18 clusters Score -7.28068e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 114865 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 43580 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19139 members 
Mstep: Class 10 contains 3619 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117226 members 
Mstep: Class 18 contains 49756 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 42574 members 
Mstep: Class 23 contains 107581 members 
Mstep: Class 24 contains 25944 members 
Entering Unmasked Estep 
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Iteration 137Q: 18 clusters Score -7.280702e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 114889 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 47094 members 
Mstep: Class 7 contains 43616 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19118 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 306 members 
Mstep: Class 17 contains 117186 members 
Mstep: Class 18 contains 49390 members 
Mstep: Class 20 contains 5825 members 
Mstep: Class 21 contains 42670 members 
Mstep: Class 23 contains 107565 members 
Mstep: Class 24 contains 25970 members 
Entering Unmasked Estep 
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Iteration 138Q: 18 clusters Score -7.280717e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 114967 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 47293 members 
Mstep: Class 7 contains 43646 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19089 members 
Mstep: Class 10 contains 3600 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117134 members 
Mstep: Class 18 contains 49046 members 
Mstep: Class 20 contains 5859 members 
Mstep: Class 21 contains 42748 members 
Mstep: Class 23 contains 107551 members 
Mstep: Class 24 contains 26003 members 
Entering Unmasked Estep 
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Iteration 139Q: 18 clusters Score -7.280731e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 3 contains 115059 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 47429 members 
Mstep: Class 7 contains 43666 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19084 members 
Mstep: Class 10 contains 3590 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117069 members 
Mstep: Class 18 contains 48718 members 
Mstep: Class 20 contains 5895 members 
Mstep: Class 21 contains 42843 members 
Mstep: Class 23 contains 107537 members 
Mstep: Class 24 contains 26046 members 
Entering Unmasked Estep 
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Iteration 140F: 18 clusters Score -7.280736e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 3 contains 115160 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 47536 members 
Mstep: Class 7 contains 43682 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19079 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117037 members 
Mstep: Class 18 contains 48399 members 
Mstep: Class 20 contains 5934 members 
Mstep: Class 21 contains 42941 members 
Mstep: Class 23 contains 107506 members 
Mstep: Class 24 contains 26077 members 
Entering Unmasked Estep 
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Iteration 141Q: 18 clusters Score -7.280722e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115282 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 47647 members 
Mstep: Class 7 contains 43673 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19073 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117007 members 
Mstep: Class 18 contains 48111 members 
Mstep: Class 20 contains 5982 members 
Mstep: Class 21 contains 43013 members 
Mstep: Class 23 contains 107479 members 
Mstep: Class 24 contains 26093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807112.000000 Penalty: 36656.769531
Iteration 142Q: 18 clusters Score -7.280711e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115371 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 47751 members 
Mstep: Class 7 contains 43669 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19049 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117009 members 
Mstep: Class 18 contains 47823 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 43102 members 
Mstep: Class 23 contains 107449 members 
Mstep: Class 24 contains 26117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806880.000000 Penalty: 36656.769531
Iteration 143Q: 18 clusters Score -7.280688e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115448 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 47856 members 
Mstep: Class 7 contains 43673 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117032 members 
Mstep: Class 18 contains 47504 members 
Mstep: Class 20 contains 6074 members 
Mstep: Class 21 contains 43185 members 
Mstep: Class 23 contains 107426 members 
Mstep: Class 24 contains 26151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806792.000000 Penalty: 36656.769531
Iteration 144Q: 18 clusters Score -7.280679e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115532 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 47931 members 
Mstep: Class 7 contains 43668 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 19000 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117047 members 
Mstep: Class 18 contains 47223 members 
Mstep: Class 20 contains 6120 members 
Mstep: Class 21 contains 43268 members 
Mstep: Class 23 contains 107406 members 
Mstep: Class 24 contains 26180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806880.000000 Penalty: 36656.769531
Iteration 145Q: 18 clusters Score -7.280688e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115620 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48001 members 
Mstep: Class 7 contains 43651 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18994 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117091 members 
Mstep: Class 18 contains 46951 members 
Mstep: Class 20 contains 6152 members 
Mstep: Class 21 contains 43340 members 
Mstep: Class 23 contains 107396 members 
Mstep: Class 24 contains 26188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806832.000000 Penalty: 36656.769531
Iteration 146Q: 18 clusters Score -7.280683e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115706 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48067 members 
Mstep: Class 7 contains 43624 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18986 members 
Mstep: Class 10 contains 3552 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117093 members 
Mstep: Class 18 contains 46726 members 
Mstep: Class 20 contains 6184 members 
Mstep: Class 21 contains 43421 members 
Mstep: Class 23 contains 107386 members 
Mstep: Class 24 contains 26194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806704.000000 Penalty: 36656.769531
Iteration 147Q: 18 clusters Score -7.28067e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115785 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48116 members 
Mstep: Class 7 contains 43612 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18985 members 
Mstep: Class 10 contains 3547 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117104 members 
Mstep: Class 18 contains 46507 members 
Mstep: Class 20 contains 6225 members 
Mstep: Class 21 contains 43490 members 
Mstep: Class 23 contains 107372 members 
Mstep: Class 24 contains 26196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806640.000000 Penalty: 36656.769531
Iteration 148Q: 18 clusters Score -7.280664e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115858 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48157 members 
Mstep: Class 7 contains 43601 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18974 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117137 members 
Mstep: Class 18 contains 46294 members 
Mstep: Class 20 contains 6262 members 
Mstep: Class 21 contains 43560 members 
Mstep: Class 23 contains 107370 members 
Mstep: Class 24 contains 26188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806760.000000 Penalty: 36656.769531
Iteration 149Q: 18 clusters Score -7.280676e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115928 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48212 members 
Mstep: Class 7 contains 43601 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18956 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 117174 members 
Mstep: Class 18 contains 46086 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 43614 members 
Mstep: Class 23 contains 107374 members 
Mstep: Class 24 contains 26167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806720.000000 Penalty: 36656.769531
Iteration 150Q: 18 clusters Score -7.280672e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 115990 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48277 members 
Mstep: Class 7 contains 43591 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18952 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 308 members 
Mstep: Class 17 contains 117200 members 
Mstep: Class 18 contains 45887 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 43672 members 
Mstep: Class 23 contains 107366 members 
Mstep: Class 24 contains 26146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806608.000000 Penalty: 36656.769531
Iteration 151Q: 18 clusters Score -7.280661e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 116070 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48338 members 
Mstep: Class 7 contains 43563 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18943 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 308 members 
Mstep: Class 17 contains 117217 members 
Mstep: Class 18 contains 45699 members 
Mstep: Class 20 contains 6372 members 
Mstep: Class 21 contains 43729 members 
Mstep: Class 23 contains 107360 members 
Mstep: Class 24 contains 26123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806592.000000 Penalty: 36656.769531
Iteration 152Q: 18 clusters Score -7.280659e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 116157 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48393 members 
Mstep: Class 7 contains 43533 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18940 members 
Mstep: Class 10 contains 3518 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117213 members 
Mstep: Class 18 contains 45530 members 
Mstep: Class 20 contains 6404 members 
Mstep: Class 21 contains 43793 members 
Mstep: Class 23 contains 107348 members 
Mstep: Class 24 contains 26108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806464.000000 Penalty: 36656.769531
Iteration 153Q: 18 clusters Score -7.280646e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 116247 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48442 members 
Mstep: Class 7 contains 43527 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18934 members 
Mstep: Class 10 contains 3514 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117205 members 
Mstep: Class 18 contains 45344 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 43840 members 
Mstep: Class 23 contains 107336 members 
Mstep: Class 24 contains 26097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806440.000000 Penalty: 36656.769531
Iteration 154Q: 18 clusters Score -7.280644e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 116321 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48516 members 
Mstep: Class 7 contains 43523 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117192 members 
Mstep: Class 18 contains 45168 members 
Mstep: Class 20 contains 6484 members 
Mstep: Class 21 contains 43899 members 
Mstep: Class 23 contains 107323 members 
Mstep: Class 24 contains 26083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806416.000000 Penalty: 36656.769531
Iteration 155Q: 18 clusters Score -7.280642e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 116394 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48579 members 
Mstep: Class 7 contains 43528 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18911 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117158 members 
Mstep: Class 18 contains 45005 members 
Mstep: Class 20 contains 6525 members 
Mstep: Class 21 contains 43949 members 
Mstep: Class 23 contains 107320 members 
Mstep: Class 24 contains 26061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806360.000000 Penalty: 36656.769531
Iteration 156Q: 18 clusters Score -7.280636e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 116463 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48633 members 
Mstep: Class 7 contains 43517 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18900 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117145 members 
Mstep: Class 18 contains 44839 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 21 contains 44008 members 
Mstep: Class 23 contains 107315 members 
Mstep: Class 24 contains 26046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806240.000000 Penalty: 36656.769531
Iteration 157Q: 18 clusters Score -7.280624e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 116500 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 43505 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18895 members 
Mstep: Class 10 contains 3500 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117142 members 
Mstep: Class 18 contains 44706 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 44068 members 
Mstep: Class 23 contains 107308 members 
Mstep: Class 24 contains 26046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806128.000000 Penalty: 36656.769531
Iteration 158Q: 18 clusters Score -7.280613e+07 nChanged 481
Entering ConstructFrom: 
Score: -72806128.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -10629.310547 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -10629.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9876.677734 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -9876.678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10333.382812 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -10333.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10459.071289 Penalty: 1862.282349
	Iteration 2F: 3 clusters Score -10459.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10518.221680 Penalty: 1862.282349
	Iteration 3Q: 3 clusters Score -10518.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10580.398438 Penalty: 1862.282349
	Iteration 4Q: 3 clusters Score -10580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10644.752930 Penalty: 1862.282349
	Iteration 5Q: 3 clusters Score -10644.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10647.558594 Penalty: 1862.282349
	Iteration 6Q: 3 clusters Score -10647.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10647.829102 Penalty: 1862.282349
	Iteration 7Q: 3 clusters Score -10647.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10648.128906 Penalty: 1862.282349
	Iteration 8Q: 3 clusters Score -10648.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10649.164062 Penalty: 1862.282349
	Iteration 9Q: 3 clusters Score -10649.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10650.380859 Penalty: 1862.282349
	Iteration 10Q: 3 clusters Score -10650.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10651.763672 Penalty: 1862.282349
	Iteration 11Q: 3 clusters Score -10651.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10653.448242 Penalty: 1862.282349
	Iteration 12Q: 3 clusters Score -10653.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10654.254883 Penalty: 1862.282349
	Iteration 13Q: 3 clusters Score -10654.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10654.254883 Penalty: 1862.282349
	Iteration 14F: 3 clusters Score -10654.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 165 members 
Mstep: Class 3 contains 116524 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48714 members 
Mstep: Class 7 contains 43484 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18884 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117135 members 
Mstep: Class 18 contains 44591 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 44123 members 
Mstep: Class 23 contains 107297 members 
Mstep: Class 24 contains 26052 members 
Entering Unmasked Estep 
Score: -72804960.000000 Penalty: 38813.050781
Splitting cluster 1 changes total score from -72806128.000000 to -72804960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (116524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116524 members 
Entering Unmasked Estep 
Score: -14879356.000000 Penalty: 1895.701050
	Iteration 0F: 2 clusters Score -1.487936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -14809115.000000 Penalty: 3791.402100
	Iteration 0F: 3 clusters Score -1.480912e+07 nChanged 55988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -14841746.000000 Penalty: 3791.402100
	Iteration 1F: 3 clusters Score -1.484175e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -14842501.000000 Penalty: 3791.402100
	Iteration 2Q: 3 clusters Score -1.48425e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -14843390.000000 Penalty: 3791.402100
	Iteration 3Q: 3 clusters Score -1.484339e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -14844756.000000 Penalty: 3791.402100
	Iteration 4Q: 3 clusters Score -1.484476e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -14846491.000000 Penalty: 3791.402100
	Iteration 5Q: 3 clusters Score -1.484649e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -14849316.000000 Penalty: 3791.402100
	Iteration 6Q: 3 clusters Score -1.484932e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -14853401.000000 Penalty: 3791.402100
	Iteration 7F: 3 clusters Score -1.48534e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -14858667.000000 Penalty: 3791.402100
	Iteration 8F: 3 clusters Score -1.485867e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -14863913.000000 Penalty: 3791.402100
	Iteration 9F: 3 clusters Score -1.486391e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -14866626.000000 Penalty: 3791.402100
	Iteration 10F: 3 clusters Score -1.486663e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -14867699.000000 Penalty: 3791.402100
	Iteration 11Q: 3 clusters Score -1.48677e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -14868197.000000 Penalty: 3791.402100
	Iteration 12Q: 3 clusters Score -1.48682e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -14868486.000000 Penalty: 3791.402100
	Iteration 13Q: 3 clusters Score -1.486849e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -14868658.000000 Penalty: 3791.402100
	Iteration 14Q: 3 clusters Score -1.486866e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -14868848.000000 Penalty: 3791.402100
	Iteration 15Q: 3 clusters Score -1.486885e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -14869048.000000 Penalty: 3791.402100
	Iteration 16Q: 3 clusters Score -1.486905e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -14869202.000000 Penalty: 3791.402100
	Iteration 17Q: 3 clusters Score -1.48692e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -14869403.000000 Penalty: 3791.402100
	Iteration 18Q: 3 clusters Score -1.48694e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -14869460.000000 Penalty: 3791.402100
	Iteration 19Q: 3 clusters Score -1.486946e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69805 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -14869529.000000 Penalty: 3791.402100
	Iteration 20F: 3 clusters Score -1.486953e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -14869659.000000 Penalty: 3791.402100
	Iteration 21Q: 3 clusters Score -1.486966e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -14869855.000000 Penalty: 3791.402100
	Iteration 22Q: 3 clusters Score -1.486986e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -14870053.000000 Penalty: 3791.402100
	Iteration 23Q: 3 clusters Score -1.487005e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -14870057.000000 Penalty: 3791.402100
	Iteration 24Q: 3 clusters Score -1.487006e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -14870269.000000 Penalty: 3791.402100
	Iteration 25Q: 3 clusters Score -1.487027e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -14870406.000000 Penalty: 3791.402100
	Iteration 26Q: 3 clusters Score -1.487041e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -14870542.000000 Penalty: 3791.402100
	Iteration 27Q: 3 clusters Score -1.487054e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -14870670.000000 Penalty: 3791.402100
	Iteration 28Q: 3 clusters Score -1.487067e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -14870784.000000 Penalty: 3791.402100
	Iteration 29Q: 3 clusters Score -1.487078e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -14870901.000000 Penalty: 3791.402100
	Iteration 30Q: 3 clusters Score -1.48709e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -14871047.000000 Penalty: 3791.402100
	Iteration 31Q: 3 clusters Score -1.487105e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -14871115.000000 Penalty: 3791.402100
	Iteration 32Q: 3 clusters Score -1.487112e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -14871256.000000 Penalty: 3791.402100
	Iteration 33Q: 3 clusters Score -1.487126e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -14871447.000000 Penalty: 3791.402100
	Iteration 34Q: 3 clusters Score -1.487145e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -14871656.000000 Penalty: 3791.402100
	Iteration 35Q: 3 clusters Score -1.487166e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -14871823.000000 Penalty: 3791.402100
	Iteration 36Q: 3 clusters Score -1.487182e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -14872002.000000 Penalty: 3791.402100
	Iteration 37Q: 3 clusters Score -1.4872e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -14872261.000000 Penalty: 3791.402100
	Iteration 38Q: 3 clusters Score -1.487226e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -14872477.000000 Penalty: 3791.402100
	Iteration 39Q: 3 clusters Score -1.487248e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -14872708.000000 Penalty: 3791.402100
	Iteration 40F: 3 clusters Score -1.487271e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -14872947.000000 Penalty: 3791.402100
	Iteration 41Q: 3 clusters Score -1.487295e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -14873199.000000 Penalty: 3791.402100
	Iteration 42Q: 3 clusters Score -1.48732e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -14873556.000000 Penalty: 3791.402100
	Iteration 43Q: 3 clusters Score -1.487356e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -14873894.000000 Penalty: 3791.402100
	Iteration 44Q: 3 clusters Score -1.487389e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -14874174.000000 Penalty: 3791.402100
	Iteration 45Q: 3 clusters Score -1.487417e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93746 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -14874673.000000 Penalty: 3791.402100
	Iteration 46Q: 3 clusters Score -1.487467e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -14875115.000000 Penalty: 3791.402100
	Iteration 47Q: 3 clusters Score -1.487512e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -14875577.000000 Penalty: 3791.402100
	Iteration 48Q: 3 clusters Score -1.487558e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -14875915.000000 Penalty: 3791.402100
	Iteration 49Q: 3 clusters Score -1.487592e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -14876197.000000 Penalty: 3791.402100
	Iteration 50Q: 3 clusters Score -1.48762e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -14876410.000000 Penalty: 3791.402100
	Iteration 51Q: 3 clusters Score -1.487641e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -14876604.000000 Penalty: 3791.402100
	Iteration 52Q: 3 clusters Score -1.48766e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -14876684.000000 Penalty: 3791.402100
	Iteration 53Q: 3 clusters Score -1.487668e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -14876847.000000 Penalty: 3791.402100
	Iteration 54Q: 3 clusters Score -1.487685e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -14876961.000000 Penalty: 3791.402100
	Iteration 55Q: 3 clusters Score -1.487696e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104179 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -14877076.000000 Penalty: 3791.402100
	Iteration 56Q: 3 clusters Score -1.487708e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -14877243.000000 Penalty: 3791.402100
	Iteration 57Q: 3 clusters Score -1.487724e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -14877405.000000 Penalty: 3791.402100
	Iteration 58Q: 3 clusters Score -1.48774e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -14877549.000000 Penalty: 3791.402100
	Iteration 59Q: 3 clusters Score -1.487755e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -14877641.000000 Penalty: 3791.402100
	Iteration 60F: 3 clusters Score -1.487764e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106706 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -14877785.000000 Penalty: 3791.402100
	Iteration 61Q: 3 clusters Score -1.487778e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -14877837.000000 Penalty: 3791.402100
	Iteration 62Q: 3 clusters Score -1.487784e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107647 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -14877975.000000 Penalty: 3791.402100
	Iteration 63Q: 3 clusters Score -1.487798e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -14878073.000000 Penalty: 3791.402100
	Iteration 64Q: 3 clusters Score -1.487807e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -14878131.000000 Penalty: 3791.402100
	Iteration 65Q: 3 clusters Score -1.487813e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -14878228.000000 Penalty: 3791.402100
	Iteration 66Q: 3 clusters Score -1.487823e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -14878281.000000 Penalty: 3791.402100
	Iteration 67Q: 3 clusters Score -1.487828e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -14878361.000000 Penalty: 3791.402100
	Iteration 68Q: 3 clusters Score -1.487836e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109947 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -14878398.000000 Penalty: 3791.402100
	Iteration 69Q: 3 clusters Score -1.48784e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110234 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -14878448.000000 Penalty: 3791.402100
	Iteration 70Q: 3 clusters Score -1.487845e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110519 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -14878475.000000 Penalty: 3791.402100
	Iteration 71Q: 3 clusters Score -1.487848e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -14878462.000000 Penalty: 3791.402100
	Iteration 72Q: 3 clusters Score -1.487846e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111055 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -14878510.000000 Penalty: 3791.402100
	Iteration 73Q: 3 clusters Score -1.487851e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -14878532.000000 Penalty: 3791.402100
	Iteration 74Q: 3 clusters Score -1.487853e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111573 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -14878501.000000 Penalty: 3791.402100
	Iteration 75Q: 3 clusters Score -1.48785e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -14878563.000000 Penalty: 3791.402100
	Iteration 76Q: 3 clusters Score -1.487856e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -14878615.000000 Penalty: 3791.402100
	Iteration 77Q: 3 clusters Score -1.487862e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112162 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -14878618.000000 Penalty: 3791.402100
	Iteration 78Q: 3 clusters Score -1.487862e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112335 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -14878577.000000 Penalty: 3791.402100
	Iteration 79Q: 3 clusters Score -1.487858e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112493 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -14878582.000000 Penalty: 3791.402100
	Iteration 80F: 3 clusters Score -1.487858e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -14878568.000000 Penalty: 3791.402100
	Iteration 81Q: 3 clusters Score -1.487857e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112770 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -14878601.000000 Penalty: 3791.402100
	Iteration 82Q: 3 clusters Score -1.48786e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112898 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -14878627.000000 Penalty: 3791.402100
	Iteration 83Q: 3 clusters Score -1.487863e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -14878610.000000 Penalty: 3791.402100
	Iteration 84Q: 3 clusters Score -1.487861e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113099 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -14878604.000000 Penalty: 3791.402100
	Iteration 85Q: 3 clusters Score -1.48786e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113180 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -14878624.000000 Penalty: 3791.402100
	Iteration 86Q: 3 clusters Score -1.487862e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113261 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -14878615.000000 Penalty: 3791.402100
	Iteration 87Q: 3 clusters Score -1.487862e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113323 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -14878639.000000 Penalty: 3791.402100
	Iteration 88Q: 3 clusters Score -1.487864e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113380 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -14878652.000000 Penalty: 3791.402100
	Iteration 89Q: 3 clusters Score -1.487865e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113441 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -14878644.000000 Penalty: 3791.402100
	Iteration 90Q: 3 clusters Score -1.487864e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113506 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -14878637.000000 Penalty: 3791.402100
	Iteration 91Q: 3 clusters Score -1.487864e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113580 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -14878622.000000 Penalty: 3791.402100
	Iteration 92Q: 3 clusters Score -1.487862e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113640 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -14878596.000000 Penalty: 3791.402100
	Iteration 93Q: 3 clusters Score -1.48786e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -14878597.000000 Penalty: 3791.402100
	Iteration 94Q: 3 clusters Score -1.48786e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -14878622.000000 Penalty: 3791.402100
	Iteration 95Q: 3 clusters Score -1.487862e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113813 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -14878641.000000 Penalty: 3791.402100
	Iteration 96Q: 3 clusters Score -1.487864e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -14878630.000000 Penalty: 3791.402100
	Iteration 97Q: 3 clusters Score -1.487863e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -14878626.000000 Penalty: 3791.402100
	Iteration 98Q: 3 clusters Score -1.487863e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113943 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -14878620.000000 Penalty: 3791.402100
	Iteration 99Q: 3 clusters Score -1.487862e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113981 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -14878629.000000 Penalty: 3791.402100
	Iteration 100F: 3 clusters Score -1.487863e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -14878609.000000 Penalty: 3791.402100
	Iteration 101Q: 3 clusters Score -1.487861e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -14878602.000000 Penalty: 3791.402100
	Iteration 102Q: 3 clusters Score -1.48786e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -14878611.000000 Penalty: 3791.402100
	Iteration 103Q: 3 clusters Score -1.487861e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -14878584.000000 Penalty: 3791.402100
	Iteration 104Q: 3 clusters Score -1.487858e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -14878562.000000 Penalty: 3791.402100
	Iteration 105Q: 3 clusters Score -1.487856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -14878554.000000 Penalty: 3791.402100
	Iteration 106Q: 3 clusters Score -1.487855e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -14878564.000000 Penalty: 3791.402100
	Iteration 107Q: 3 clusters Score -1.487856e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114216 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -14878557.000000 Penalty: 3791.402100
	Iteration 108Q: 3 clusters Score -1.487856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114233 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -14878548.000000 Penalty: 3791.402100
	Iteration 109Q: 3 clusters Score -1.487855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114255 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -14878542.000000 Penalty: 3791.402100
	Iteration 110Q: 3 clusters Score -1.487854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -14878568.000000 Penalty: 3791.402100
	Iteration 111Q: 3 clusters Score -1.487857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114299 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -14878565.000000 Penalty: 3791.402100
	Iteration 112Q: 3 clusters Score -1.487856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114310 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -14878552.000000 Penalty: 3791.402100
	Iteration 113Q: 3 clusters Score -1.487855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114318 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14878555.000000 Penalty: 3791.402100
	Iteration 114Q: 3 clusters Score -1.487856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114329 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -14878551.000000 Penalty: 3791.402100
	Iteration 115Q: 3 clusters Score -1.487855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114337 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -14878541.000000 Penalty: 3791.402100
	Iteration 116Q: 3 clusters Score -1.487854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -14878570.000000 Penalty: 3791.402100
	Iteration 117Q: 3 clusters Score -1.487857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114365 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -14878574.000000 Penalty: 3791.402100
	Iteration 118Q: 3 clusters Score -1.487857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -14878568.000000 Penalty: 3791.402100
	Iteration 119Q: 3 clusters Score -1.487857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114377 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -14878565.000000 Penalty: 3791.402100
	Iteration 120F: 3 clusters Score -1.487856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114377 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -14878569.000000 Penalty: 3791.402100
	Iteration 121Q: 3 clusters Score -1.487857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114375 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -14878574.000000 Penalty: 3791.402100
	Iteration 122Q: 3 clusters Score -1.487857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -14878565.000000 Penalty: 3791.402100
	Iteration 123Q: 3 clusters Score -1.487856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114380 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -14878563.000000 Penalty: 3791.402100
	Iteration 124Q: 3 clusters Score -1.487856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -14878574.000000 Penalty: 3791.402100
	Iteration 125Q: 3 clusters Score -1.487857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114383 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -14878579.000000 Penalty: 3791.402100
	Iteration 126Q: 3 clusters Score -1.487858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114383 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -14878573.000000 Penalty: 3791.402100
	Iteration 127Q: 3 clusters Score -1.487857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114384 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -14878571.000000 Penalty: 3791.402100
	Iteration 128Q: 3 clusters Score -1.487857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -14878579.000000 Penalty: 3791.402100
	Iteration 129Q: 3 clusters Score -1.487858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -14878590.000000 Penalty: 3791.402100
	Iteration 130Q: 3 clusters Score -1.487859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -14878590.000000 Penalty: 3791.402100
	Iteration 131F: 3 clusters Score -1.487859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -67408.625000 Penalty: 1051.504883
	Iteration 0F: 2 clusters Score -67408.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66222.562500 Penalty: 2103.009766
	Iteration 0F: 3 clusters Score -66222.56 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66437.250000 Penalty: 2103.009766
	Iteration 1F: 3 clusters Score -66437.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66497.101562 Penalty: 2103.009766
	Iteration 2F: 3 clusters Score -66497.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66524.640625 Penalty: 2103.009766
	Iteration 3Q: 3 clusters Score -66524.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66539.000000 Penalty: 2103.009766
	Iteration 4Q: 3 clusters Score -66539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66545.726562 Penalty: 2103.009766
	Iteration 5Q: 3 clusters Score -66545.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66549.171875 Penalty: 2103.009766
	Iteration 6Q: 3 clusters Score -66549.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66556.242188 Penalty: 2103.009766
	Iteration 7Q: 3 clusters Score -66556.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66567.765625 Penalty: 2103.009766
	Iteration 8Q: 3 clusters Score -66567.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66576.945312 Penalty: 2103.009766
	Iteration 9Q: 3 clusters Score -66576.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66585.312500 Penalty: 2103.009766
	Iteration 10Q: 3 clusters Score -66585.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66605.023438 Penalty: 2103.009766
	Iteration 11Q: 3 clusters Score -66605.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66658.179688 Penalty: 2103.009766
	Iteration 12Q: 3 clusters Score -66658.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66711.945312 Penalty: 2103.009766
	Iteration 13Q: 3 clusters Score -66711.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66821.171875 Penalty: 2103.009766
	Iteration 14Q: 3 clusters Score -66821.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66968.140625 Penalty: 2103.009766
	Iteration 15F: 3 clusters Score -66968.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67134.148438 Penalty: 2103.009766
	Iteration 16F: 3 clusters Score -67134.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67292.664062 Penalty: 2103.009766
	Iteration 17F: 3 clusters Score -67292.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67344.320312 Penalty: 2103.009766
	Iteration 18Q: 3 clusters Score -67344.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67377.906250 Penalty: 2103.009766
	Iteration 19Q: 3 clusters Score -67377.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67391.101562 Penalty: 2103.009766
	Iteration 20F: 3 clusters Score -67391.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67403.992188 Penalty: 2103.009766
	Iteration 21Q: 3 clusters Score -67403.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67409.585938 Penalty: 2103.009766
	Iteration 22Q: 3 clusters Score -67409.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67415.203125 Penalty: 2103.009766
	Iteration 23Q: 3 clusters Score -67415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67415.203125 Penalty: 2103.009766
	Iteration 24F: 3 clusters Score -67415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 250 members 
Mstep: Class 3 contains 116524 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48714 members 
Mstep: Class 7 contains 43484 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18884 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117135 members 
Mstep: Class 18 contains 44591 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 44123 members 
Mstep: Class 23 contains 107297 members 
Mstep: Class 24 contains 26052 members 
Entering Unmasked Estep 
Score: -72805008.000000 Penalty: 38813.050781
Splitting cluster 4 changes total score from -72806128.000000 to -72805008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -21987.816406 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -21987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21197.025391 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -21197.03 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21479.867188 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -21479.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21661.384766 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -21661.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21729.867188 Penalty: 1868.552734
	Iteration 3F: 3 clusters Score -21729.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21782.849609 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21782.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21818.029297 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21818.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21882.662109 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -21882.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21924.908203 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -21924.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21965.943359 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -21965.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21968.369141 Penalty: 1868.552734
	Iteration 9Q: 3 clusters Score -21968.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21977.361328 Penalty: 1868.552734
	Iteration 10Q: 3 clusters Score -21977.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21982.009766 Penalty: 1868.552734
	Iteration 11Q: 3 clusters Score -21982.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21986.681641 Penalty: 1868.552734
	Iteration 12Q: 3 clusters Score -21986.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21986.681641 Penalty: 1868.552734
	Iteration 13F: 3 clusters Score -21986.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Entering Unmasked Estep 
Score: -6260017.000000 Penalty: 1753.979858
	Iteration 0F: 2 clusters Score -6260017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -6227371.000000 Penalty: 3507.959717
	Iteration 0F: 3 clusters Score -6227371 nChanged 23031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -6240283.000000 Penalty: 3507.959717
	Iteration 1F: 3 clusters Score -6240283 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -6240725.500000 Penalty: 3507.959717
	Iteration 2Q: 3 clusters Score -6240726 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -6241224.000000 Penalty: 3507.959717
	Iteration 3Q: 3 clusters Score -6241224 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -6241804.500000 Penalty: 3507.959717
	Iteration 4Q: 3 clusters Score -6241804 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -6242846.000000 Penalty: 3507.959717
	Iteration 5Q: 3 clusters Score -6242846 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -6244533.500000 Penalty: 3507.959717
	Iteration 6F: 3 clusters Score -6244534 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -6247218.500000 Penalty: 3507.959717
	Iteration 7F: 3 clusters Score -6247218 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -6250727.500000 Penalty: 3507.959717
	Iteration 8F: 3 clusters Score -6250728 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -6254085.500000 Penalty: 3507.959717
	Iteration 9F: 3 clusters Score -6254086 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6256385.500000 Penalty: 3507.959717
	Iteration 10Q: 3 clusters Score -6256386 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6257557.000000 Penalty: 3507.959717
	Iteration 11Q: 3 clusters Score -6257557 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6257986.000000 Penalty: 3507.959717
	Iteration 12Q: 3 clusters Score -6257986 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6258223.500000 Penalty: 3507.959717
	Iteration 13Q: 3 clusters Score -6258224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6258347.000000 Penalty: 3507.959717
	Iteration 14Q: 3 clusters Score -6258347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6258412.000000 Penalty: 3507.959717
	Iteration 15Q: 3 clusters Score -6258412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6258458.000000 Penalty: 3507.959717
	Iteration 16Q: 3 clusters Score -6258458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6258490.500000 Penalty: 3507.959717
	Iteration 17Q: 3 clusters Score -6258490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6258515.500000 Penalty: 3507.959717
	Iteration 18Q: 3 clusters Score -6258516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6258523.500000 Penalty: 3507.959717
	Iteration 19Q: 3 clusters Score -6258524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6258526.000000 Penalty: 3507.959717
	Iteration 20F: 3 clusters Score -6258526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6258528.500000 Penalty: 3507.959717
	Iteration 21Q: 3 clusters Score -6258528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6258535.000000 Penalty: 3507.959717
	Iteration 22Q: 3 clusters Score -6258535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6258550.000000 Penalty: 3507.959717
	Iteration 23Q: 3 clusters Score -6258550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6258548.000000 Penalty: 3507.959717
	Iteration 24Q: 3 clusters Score -6258548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6258556.500000 Penalty: 3507.959717
	Iteration 25Q: 3 clusters Score -6258556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6258564.000000 Penalty: 3507.959717
	Iteration 26Q: 3 clusters Score -6258564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6258562.500000 Penalty: 3507.959717
	Iteration 27Q: 3 clusters Score -6258562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6258567.000000 Penalty: 3507.959717
	Iteration 28Q: 3 clusters Score -6258567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6258567.000000 Penalty: 3507.959717
	Iteration 29F: 3 clusters Score -6258567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Entering Unmasked Estep 
Score: -5586448.500000 Penalty: 1735.524048
	Iteration 0F: 2 clusters Score -5586448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -5557414.500000 Penalty: 3471.048096
	Iteration 0F: 3 clusters Score -5557414 nChanged 20338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -5569589.000000 Penalty: 3471.048096
	Iteration 1F: 3 clusters Score -5569589 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -5570822.500000 Penalty: 3471.048096
	Iteration 2F: 3 clusters Score -5570822 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -5572516.500000 Penalty: 3471.048096
	Iteration 3F: 3 clusters Score -5572516 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -5574895.500000 Penalty: 3471.048096
	Iteration 4F: 3 clusters Score -5574896 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -5577619.000000 Penalty: 3471.048096
	Iteration 5F: 3 clusters Score -5577619 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -5580191.500000 Penalty: 3471.048096
	Iteration 6F: 3 clusters Score -5580192 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -5582100.000000 Penalty: 3471.048096
	Iteration 7Q: 3 clusters Score -5582100 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -5583211.500000 Penalty: 3471.048096
	Iteration 8Q: 3 clusters Score -5583212 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -5583763.500000 Penalty: 3471.048096
	Iteration 9Q: 3 clusters Score -5583764 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -5584107.500000 Penalty: 3471.048096
	Iteration 10Q: 3 clusters Score -5584108 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5584356.000000 Penalty: 3471.048096
	Iteration 11Q: 3 clusters Score -5584356 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5584525.000000 Penalty: 3471.048096
	Iteration 12Q: 3 clusters Score -5584525 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5584667.000000 Penalty: 3471.048096
	Iteration 13Q: 3 clusters Score -5584667 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5584786.000000 Penalty: 3471.048096
	Iteration 14Q: 3 clusters Score -5584786 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5584842.000000 Penalty: 3471.048096
	Iteration 15Q: 3 clusters Score -5584842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -5584941.500000 Penalty: 3471.048096
	Iteration 16Q: 3 clusters Score -5584942 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5585008.000000 Penalty: 3471.048096
	Iteration 17Q: 3 clusters Score -5585008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5585027.000000 Penalty: 3471.048096
	Iteration 18Q: 3 clusters Score -5585027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5585084.500000 Penalty: 3471.048096
	Iteration 19Q: 3 clusters Score -5585084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -5585109.000000 Penalty: 3471.048096
	Iteration 20F: 3 clusters Score -5585109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5585137.000000 Penalty: 3471.048096
	Iteration 21Q: 3 clusters Score -5585137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -5585158.000000 Penalty: 3471.048096
	Iteration 22Q: 3 clusters Score -5585158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5585161.500000 Penalty: 3471.048096
	Iteration 23Q: 3 clusters Score -5585162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -5585186.000000 Penalty: 3471.048096
	Iteration 24Q: 3 clusters Score -5585186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5585192.000000 Penalty: 3471.048096
	Iteration 25Q: 3 clusters Score -5585192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5585189.000000 Penalty: 3471.048096
	Iteration 26Q: 3 clusters Score -5585189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5585192.000000 Penalty: 3471.048096
	Iteration 27Q: 3 clusters Score -5585192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -5585197.500000 Penalty: 3471.048096
	Iteration 28Q: 3 clusters Score -5585198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -5585204.000000 Penalty: 3471.048096
	Iteration 29Q: 3 clusters Score -5585204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5585212.500000 Penalty: 3471.048096
	Iteration 30Q: 3 clusters Score -5585212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -5585213.000000 Penalty: 3471.048096
	Iteration 31Q: 3 clusters Score -5585213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -5585219.000000 Penalty: 3471.048096
	Iteration 32Q: 3 clusters Score -5585219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -5585220.500000 Penalty: 3471.048096
	Iteration 33Q: 3 clusters Score -5585220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5585224.000000 Penalty: 3471.048096
	Iteration 34Q: 3 clusters Score -5585224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -5585231.000000 Penalty: 3471.048096
	Iteration 35Q: 3 clusters Score -5585231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -5585239.000000 Penalty: 3471.048096
	Iteration 36Q: 3 clusters Score -5585239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5585243.000000 Penalty: 3471.048096
	Iteration 37Q: 3 clusters Score -5585243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5585241.500000 Penalty: 3471.048096
	Iteration 38Q: 3 clusters Score -5585242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -5585250.000000 Penalty: 3471.048096
	Iteration 39Q: 3 clusters Score -5585250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -5585251.000000 Penalty: 3471.048096
	Iteration 40F: 3 clusters Score -5585251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -5585250.000000 Penalty: 3471.048096
	Iteration 41Q: 3 clusters Score -5585250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -5585252.500000 Penalty: 3471.048096
	Iteration 42Q: 3 clusters Score -5585252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5585256.500000 Penalty: 3471.048096
	Iteration 43Q: 3 clusters Score -5585256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -5585259.000000 Penalty: 3471.048096
	Iteration 44Q: 3 clusters Score -5585259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -5585257.000000 Penalty: 3471.048096
	Iteration 45Q: 3 clusters Score -5585257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -5585262.000000 Penalty: 3471.048096
	Iteration 46Q: 3 clusters Score -5585262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -5585263.500000 Penalty: 3471.048096
	Iteration 47Q: 3 clusters Score -5585264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -5585266.500000 Penalty: 3471.048096
	Iteration 48Q: 3 clusters Score -5585266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5585270.000000 Penalty: 3471.048096
	Iteration 49Q: 3 clusters Score -5585270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -5585269.500000 Penalty: 3471.048096
	Iteration 50Q: 3 clusters Score -5585270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -5585269.500000 Penalty: 3471.048096
	Iteration 51F: 3 clusters Score -5585270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -34113.914062 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -34113.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33264.531250 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -33264.53 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33506.210938 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -33506.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33588.546875 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -33588.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33694.335938 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -33694.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33793.292969 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -33793.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33836.984375 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -33836.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33864.601562 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -33864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33875.343750 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -33875.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33911.960938 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -33911.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33923.734375 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -33923.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33942.953125 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -33942.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33946.511719 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -33946.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33958.199219 Penalty: 1853.729370
	Iteration 12Q: 3 clusters Score -33958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33966.695312 Penalty: 1853.729370
	Iteration 13Q: 3 clusters Score -33966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33976.500000 Penalty: 1853.729370
	Iteration 14Q: 3 clusters Score -33976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33977.593750 Penalty: 1853.729370
	Iteration 15Q: 3 clusters Score -33977.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33977.593750 Penalty: 1853.729370
	Iteration 16F: 3 clusters Score -33977.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Entering Unmasked Estep 
Score: -2371171.000000 Penalty: 1599.986450
	Iteration 0F: 2 clusters Score -2371171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2358162.250000 Penalty: 3199.972900
	Iteration 0F: 3 clusters Score -2358162 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2362756.250000 Penalty: 3199.972900
	Iteration 1F: 3 clusters Score -2362756 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2362997.750000 Penalty: 3199.972900
	Iteration 2Q: 3 clusters Score -2362998 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2363196.500000 Penalty: 3199.972900
	Iteration 3Q: 3 clusters Score -2363196 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2363376.750000 Penalty: 3199.972900
	Iteration 4Q: 3 clusters Score -2363377 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2363541.750000 Penalty: 3199.972900
	Iteration 5Q: 3 clusters Score -2363542 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2363775.500000 Penalty: 3199.972900
	Iteration 6Q: 3 clusters Score -2363776 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2364069.750000 Penalty: 3199.972900
	Iteration 7Q: 3 clusters Score -2364070 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2364436.500000 Penalty: 3199.972900
	Iteration 8Q: 3 clusters Score -2364436 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2364894.750000 Penalty: 3199.972900
	Iteration 9Q: 3 clusters Score -2364895 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2365371.750000 Penalty: 3199.972900
	Iteration 10Q: 3 clusters Score -2365372 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2365875.000000 Penalty: 3199.972900
	Iteration 11Q: 3 clusters Score -2365875 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2366463.000000 Penalty: 3199.972900
	Iteration 12Q: 3 clusters Score -2366463 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2367092.250000 Penalty: 3199.972900
	Iteration 13Q: 3 clusters Score -2367092 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2367739.250000 Penalty: 3199.972900
	Iteration 14Q: 3 clusters Score -2367739 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2368281.000000 Penalty: 3199.972900
	Iteration 15Q: 3 clusters Score -2368281 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2368699.750000 Penalty: 3199.972900
	Iteration 16Q: 3 clusters Score -2368700 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2369005.750000 Penalty: 3199.972900
	Iteration 17Q: 3 clusters Score -2369006 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2369212.250000 Penalty: 3199.972900
	Iteration 18Q: 3 clusters Score -2369212 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2369375.000000 Penalty: 3199.972900
	Iteration 19Q: 3 clusters Score -2369375 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2369495.000000 Penalty: 3199.972900
	Iteration 20F: 3 clusters Score -2369495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2369568.000000 Penalty: 3199.972900
	Iteration 21Q: 3 clusters Score -2369568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2369639.750000 Penalty: 3199.972900
	Iteration 22Q: 3 clusters Score -2369640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2369679.750000 Penalty: 3199.972900
	Iteration 23Q: 3 clusters Score -2369680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2369710.500000 Penalty: 3199.972900
	Iteration 24Q: 3 clusters Score -2369710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2369738.750000 Penalty: 3199.972900
	Iteration 25Q: 3 clusters Score -2369739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2369757.250000 Penalty: 3199.972900
	Iteration 26Q: 3 clusters Score -2369757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2369776.500000 Penalty: 3199.972900
	Iteration 27Q: 3 clusters Score -2369776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2369781.000000 Penalty: 3199.972900
	Iteration 28Q: 3 clusters Score -2369781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2369785.750000 Penalty: 3199.972900
	Iteration 29Q: 3 clusters Score -2369786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2369792.000000 Penalty: 3199.972900
	Iteration 30Q: 3 clusters Score -2369792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2369792.750000 Penalty: 3199.972900
	Iteration 31Q: 3 clusters Score -2369793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2369799.250000 Penalty: 3199.972900
	Iteration 32Q: 3 clusters Score -2369799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2369804.250000 Penalty: 3199.972900
	Iteration 33Q: 3 clusters Score -2369804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2369807.250000 Penalty: 3199.972900
	Iteration 34Q: 3 clusters Score -2369807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2369810.250000 Penalty: 3199.972900
	Iteration 35Q: 3 clusters Score -2369810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2369811.500000 Penalty: 3199.972900
	Iteration 36Q: 3 clusters Score -2369812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2369814.500000 Penalty: 3199.972900
	Iteration 37Q: 3 clusters Score -2369814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2369816.500000 Penalty: 3199.972900
	Iteration 38Q: 3 clusters Score -2369816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2369818.000000 Penalty: 3199.972900
	Iteration 39Q: 3 clusters Score -2369818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2369821.000000 Penalty: 3199.972900
	Iteration 40F: 3 clusters Score -2369821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -426448.625000 Penalty: 1325.944824
	Iteration 0F: 2 clusters Score -426448.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -423449.250000 Penalty: 2651.889648
	Iteration 0F: 3 clusters Score -423449.2 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -424289.718750 Penalty: 2651.889648
	Iteration 1F: 3 clusters Score -424289.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -424565.468750 Penalty: 2651.889648
	Iteration 2F: 3 clusters Score -424565.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -424737.468750 Penalty: 2651.889648
	Iteration 3F: 3 clusters Score -424737.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -424852.906250 Penalty: 2651.889648
	Iteration 4F: 3 clusters Score -424852.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -424946.312500 Penalty: 2651.889648
	Iteration 5Q: 3 clusters Score -424946.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -425056.156250 Penalty: 2651.889648
	Iteration 6Q: 3 clusters Score -425056.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -425177.375000 Penalty: 2651.889648
	Iteration 7Q: 3 clusters Score -425177.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -425321.656250 Penalty: 2651.889648
	Iteration 8Q: 3 clusters Score -425321.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -425449.468750 Penalty: 2651.889648
	Iteration 9Q: 3 clusters Score -425449.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -425543.281250 Penalty: 2651.889648
	Iteration 10Q: 3 clusters Score -425543.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -425609.031250 Penalty: 2651.889648
	Iteration 11Q: 3 clusters Score -425609 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -425637.593750 Penalty: 2651.889648
	Iteration 12Q: 3 clusters Score -425637.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -425652.968750 Penalty: 2651.889648
	Iteration 13Q: 3 clusters Score -425653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -425663.937500 Penalty: 2651.889648
	Iteration 14Q: 3 clusters Score -425663.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -425674.562500 Penalty: 2651.889648
	Iteration 15Q: 3 clusters Score -425674.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -425680.843750 Penalty: 2651.889648
	Iteration 16Q: 3 clusters Score -425680.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -425683.687500 Penalty: 2651.889648
	Iteration 17Q: 3 clusters Score -425683.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -425687.812500 Penalty: 2651.889648
	Iteration 18Q: 3 clusters Score -425687.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -425691.156250 Penalty: 2651.889648
	Iteration 19Q: 3 clusters Score -425691.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -425699.781250 Penalty: 2651.889648
	Iteration 20F: 3 clusters Score -425699.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -425709.343750 Penalty: 2651.889648
	Iteration 21Q: 3 clusters Score -425709.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -425714.843750 Penalty: 2651.889648
	Iteration 22Q: 3 clusters Score -425714.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -425718.343750 Penalty: 2651.889648
	Iteration 23Q: 3 clusters Score -425718.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -425721.687500 Penalty: 2651.889648
	Iteration 24Q: 3 clusters Score -425721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -425724.156250 Penalty: 2651.889648
	Iteration 25Q: 3 clusters Score -425724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -425724.906250 Penalty: 2651.889648
	Iteration 26Q: 3 clusters Score -425724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -425726.156250 Penalty: 2651.889648
	Iteration 27Q: 3 clusters Score -425726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -425726.625000 Penalty: 2651.889648
	Iteration 28Q: 3 clusters Score -425726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -425727.000000 Penalty: 2651.889648
	Iteration 29Q: 3 clusters Score -425727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -425727.843750 Penalty: 2651.889648
	Iteration 30Q: 3 clusters Score -425727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -425728.187500 Penalty: 2651.889648
	Iteration 31Q: 3 clusters Score -425728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -425728.218750 Penalty: 2651.889648
	Iteration 32Q: 3 clusters Score -425728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -425728.218750 Penalty: 2651.889648
	Iteration 33F: 3 clusters Score -425728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30174.152344 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -30174.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29301.853516 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -29301.85 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29495.656250 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -29495.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29637.548828 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -29637.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29746.130859 Penalty: 1903.828247
	Iteration 3F: 3 clusters Score -29746.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29868.884766 Penalty: 1903.828247
	Iteration 4F: 3 clusters Score -29868.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29972.269531 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -29972.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30027.302734 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -30027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30049.007812 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -30049.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30082.042969 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -30082.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30087.503906 Penalty: 1903.828247
	Iteration 9Q: 3 clusters Score -30087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30091.744141 Penalty: 1903.828247
	Iteration 10Q: 3 clusters Score -30091.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30091.744141 Penalty: 1903.828247
	Iteration 11F: 3 clusters Score -30091.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -30651.416016 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -30651.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29783.109375 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -29783.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29982.330078 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -29982.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30139.166016 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -30139.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30198.732422 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -30198.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30226.015625 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -30226.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30241.673828 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -30241.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30266.285156 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -30266.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30279.105469 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -30279.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30290.904297 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -30290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30291.759766 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -30291.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30296.236328 Penalty: 1863.335938
	Iteration 10F: 3 clusters Score -30296.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30317.074219 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -30317.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30326.855469 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -30326.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30336.097656 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -30336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30340.675781 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -30340.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30342.390625 Penalty: 1863.335938
	Iteration 15Q: 3 clusters Score -30342.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30342.390625 Penalty: 1863.335938
	Iteration 16F: 3 clusters Score -30342.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117135 members 
Entering Unmasked Estep 
Score: -14900685.000000 Penalty: 1896.550903
	Iteration 0F: 2 clusters Score -1.490068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -14826831.000000 Penalty: 3793.101807
	Iteration 0F: 3 clusters Score -1.482683e+07 nChanged 56195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -14859400.000000 Penalty: 3793.101807
	Iteration 1F: 3 clusters Score -1.48594e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -14860220.000000 Penalty: 3793.101807
	Iteration 2Q: 3 clusters Score -1.486022e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -14861310.000000 Penalty: 3793.101807
	Iteration 3Q: 3 clusters Score -1.486131e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -14862697.000000 Penalty: 3793.101807
	Iteration 4Q: 3 clusters Score -1.48627e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -14865001.000000 Penalty: 3793.101807
	Iteration 5Q: 3 clusters Score -1.4865e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -14868769.000000 Penalty: 3793.101807
	Iteration 6F: 3 clusters Score -1.486877e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -14873938.000000 Penalty: 3793.101807
	Iteration 7F: 3 clusters Score -1.487394e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -14880731.000000 Penalty: 3793.101807
	Iteration 8F: 3 clusters Score -1.488073e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -14887770.000000 Penalty: 3793.101807
	Iteration 9F: 3 clusters Score -1.488777e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -14893085.000000 Penalty: 3793.101807
	Iteration 10F: 3 clusters Score -1.489308e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -14896320.000000 Penalty: 3793.101807
	Iteration 11Q: 3 clusters Score -1.489632e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -14897972.000000 Penalty: 3793.101807
	Iteration 12Q: 3 clusters Score -1.489797e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 111839 members 
Entering Unmasked Estep 
Score: -14898935.000000 Penalty: 3793.101807
	Iteration 13Q: 3 clusters Score -1.489894e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -14899317.000000 Penalty: 3793.101807
	Iteration 14Q: 3 clusters Score -1.489932e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 113619 members 
Entering Unmasked Estep 
Score: -14899551.000000 Penalty: 3793.101807
	Iteration 15Q: 3 clusters Score -1.489955e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -14899631.000000 Penalty: 3793.101807
	Iteration 16Q: 3 clusters Score -1.489963e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -14899635.000000 Penalty: 3793.101807
	Iteration 17Q: 3 clusters Score -1.489964e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -14899711.000000 Penalty: 3793.101807
	Iteration 18Q: 3 clusters Score -1.489971e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -14899742.000000 Penalty: 3793.101807
	Iteration 19Q: 3 clusters Score -1.489974e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 114922 members 
Entering Unmasked Estep 
Score: -14899769.000000 Penalty: 3793.101807
	Iteration 20F: 3 clusters Score -1.489977e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -14899759.000000 Penalty: 3793.101807
	Iteration 21Q: 3 clusters Score -1.489976e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -14899769.000000 Penalty: 3793.101807
	Iteration 22Q: 3 clusters Score -1.489977e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 115138 members 
Entering Unmasked Estep 
Score: -14899747.000000 Penalty: 3793.101807
	Iteration 23Q: 3 clusters Score -1.489975e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 115172 members 
Entering Unmasked Estep 
Score: -14899761.000000 Penalty: 3793.101807
	Iteration 24Q: 3 clusters Score -1.489976e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 115196 members 
Entering Unmasked Estep 
Score: -14899789.000000 Penalty: 3793.101807
	Iteration 25Q: 3 clusters Score -1.489979e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -14899796.000000 Penalty: 3793.101807
	Iteration 26Q: 3 clusters Score -1.48998e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 115242 members 
Entering Unmasked Estep 
Score: -14899807.000000 Penalty: 3793.101807
	Iteration 27Q: 3 clusters Score -1.489981e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 115258 members 
Entering Unmasked Estep 
Score: -14899814.000000 Penalty: 3793.101807
	Iteration 28Q: 3 clusters Score -1.489981e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 115273 members 
Entering Unmasked Estep 
Score: -14899815.000000 Penalty: 3793.101807
	Iteration 29Q: 3 clusters Score -1.489982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 115287 members 
Entering Unmasked Estep 
Score: -14899799.000000 Penalty: 3793.101807
	Iteration 30Q: 3 clusters Score -1.48998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 115299 members 
Entering Unmasked Estep 
Score: -14899811.000000 Penalty: 3793.101807
	Iteration 31Q: 3 clusters Score -1.489981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -14899807.000000 Penalty: 3793.101807
	Iteration 32Q: 3 clusters Score -1.489981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 115330 members 
Entering Unmasked Estep 
Score: -14899796.000000 Penalty: 3793.101807
	Iteration 33Q: 3 clusters Score -1.48998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -14899798.000000 Penalty: 3793.101807
	Iteration 34Q: 3 clusters Score -1.48998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -14899781.000000 Penalty: 3793.101807
	Iteration 35Q: 3 clusters Score -1.489978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -14899787.000000 Penalty: 3793.101807
	Iteration 36Q: 3 clusters Score -1.489979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 115340 members 
Entering Unmasked Estep 
Score: -14899793.000000 Penalty: 3793.101807
	Iteration 37Q: 3 clusters Score -1.489979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -14899795.000000 Penalty: 3793.101807
	Iteration 38Q: 3 clusters Score -1.48998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -14899795.000000 Penalty: 3793.101807
	Iteration 39Q: 3 clusters Score -1.48998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -14899787.000000 Penalty: 3793.101807
	Iteration 40F: 3 clusters Score -1.489979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 115343 members 
Entering Unmasked Estep 
Score: -14899788.000000 Penalty: 3793.101807
	Iteration 41Q: 3 clusters Score -1.489979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 115344 members 
Entering Unmasked Estep 
Score: -14899787.000000 Penalty: 3793.101807
	Iteration 42Q: 3 clusters Score -1.489979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 115343 members 
Entering Unmasked Estep 
Score: -14899791.000000 Penalty: 3793.101807
	Iteration 43Q: 3 clusters Score -1.489979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -14899788.000000 Penalty: 3793.101807
	Iteration 44Q: 3 clusters Score -1.489979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -14899788.000000 Penalty: 3793.101807
	Iteration 45F: 3 clusters Score -1.489979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Entering Unmasked Estep 
Score: -5703231.500000 Penalty: 1739.609131
	Iteration 0F: 2 clusters Score -5703232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5673460.000000 Penalty: 3479.218262
	Iteration 0F: 3 clusters Score -5673460 nChanged 20809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5685175.500000 Penalty: 3479.218262
	Iteration 1F: 3 clusters Score -5685176 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5685699.000000 Penalty: 3479.218262
	Iteration 2Q: 3 clusters Score -5685699 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -5686498.500000 Penalty: 3479.218262
	Iteration 3Q: 3 clusters Score -5686498 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5687818.000000 Penalty: 3479.218262
	Iteration 4F: 3 clusters Score -5687818 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -5689955.000000 Penalty: 3479.218262
	Iteration 5F: 3 clusters Score -5689955 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -5692884.500000 Penalty: 3479.218262
	Iteration 6F: 3 clusters Score -5692884 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -5695964.000000 Penalty: 3479.218262
	Iteration 7F: 3 clusters Score -5695964 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5698334.500000 Penalty: 3479.218262
	Iteration 8F: 3 clusters Score -5698334 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -5699860.000000 Penalty: 3479.218262
	Iteration 9Q: 3 clusters Score -5699860 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5700555.000000 Penalty: 3479.218262
	Iteration 10Q: 3 clusters Score -5700555 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -5700932.500000 Penalty: 3479.218262
	Iteration 11Q: 3 clusters Score -5700932 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5701138.000000 Penalty: 3479.218262
	Iteration 12Q: 3 clusters Score -5701138 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5701267.500000 Penalty: 3479.218262
	Iteration 13Q: 3 clusters Score -5701268 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5701364.000000 Penalty: 3479.218262
	Iteration 14Q: 3 clusters Score -5701364 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5701465.000000 Penalty: 3479.218262
	Iteration 15Q: 3 clusters Score -5701465 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -5701554.500000 Penalty: 3479.218262
	Iteration 16Q: 3 clusters Score -5701554 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5701634.500000 Penalty: 3479.218262
	Iteration 17Q: 3 clusters Score -5701634 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5701699.500000 Penalty: 3479.218262
	Iteration 18Q: 3 clusters Score -5701700 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5701755.000000 Penalty: 3479.218262
	Iteration 19Q: 3 clusters Score -5701755 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5701812.500000 Penalty: 3479.218262
	Iteration 20F: 3 clusters Score -5701812 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5701868.500000 Penalty: 3479.218262
	Iteration 21Q: 3 clusters Score -5701868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5701904.000000 Penalty: 3479.218262
	Iteration 22Q: 3 clusters Score -5701904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5701939.500000 Penalty: 3479.218262
	Iteration 23Q: 3 clusters Score -5701940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5701947.000000 Penalty: 3479.218262
	Iteration 24Q: 3 clusters Score -5701947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5701965.500000 Penalty: 3479.218262
	Iteration 25Q: 3 clusters Score -5701966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5701972.500000 Penalty: 3479.218262
	Iteration 26Q: 3 clusters Score -5701972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5701969.000000 Penalty: 3479.218262
	Iteration 27Q: 3 clusters Score -5701969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5701965.000000 Penalty: 3479.218262
	Iteration 28Q: 3 clusters Score -5701965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5701978.000000 Penalty: 3479.218262
	Iteration 29Q: 3 clusters Score -5701978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5701978.000000 Penalty: 3479.218262
	Iteration 30Q: 3 clusters Score -5701978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5701986.000000 Penalty: 3479.218262
	Iteration 31Q: 3 clusters Score -5701986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5701987.000000 Penalty: 3479.218262
	Iteration 32Q: 3 clusters Score -5701987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5701987.500000 Penalty: 3479.218262
	Iteration 33Q: 3 clusters Score -5701988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5701994.000000 Penalty: 3479.218262
	Iteration 34Q: 3 clusters Score -5701994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5702004.000000 Penalty: 3479.218262
	Iteration 35Q: 3 clusters Score -5702004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5702012.500000 Penalty: 3479.218262
	Iteration 36Q: 3 clusters Score -5702012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5702023.000000 Penalty: 3479.218262
	Iteration 37Q: 3 clusters Score -5702023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5702031.500000 Penalty: 3479.218262
	Iteration 38Q: 3 clusters Score -5702032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5702028.000000 Penalty: 3479.218262
	Iteration 39Q: 3 clusters Score -5702028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5702027.500000 Penalty: 3479.218262
	Iteration 40F: 3 clusters Score -5702028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5702024.000000 Penalty: 3479.218262
	Iteration 41Q: 3 clusters Score -5702024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5702022.500000 Penalty: 3479.218262
	Iteration 42Q: 3 clusters Score -5702022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5702024.000000 Penalty: 3479.218262
	Iteration 43Q: 3 clusters Score -5702024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5702032.500000 Penalty: 3479.218262
	Iteration 44Q: 3 clusters Score -5702032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5702044.500000 Penalty: 3479.218262
	Iteration 45Q: 3 clusters Score -5702044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5702039.500000 Penalty: 3479.218262
	Iteration 46Q: 3 clusters Score -5702040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5702039.000000 Penalty: 3479.218262
	Iteration 47Q: 3 clusters Score -5702039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5702039.500000 Penalty: 3479.218262
	Iteration 48Q: 3 clusters Score -5702040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5702040.000000 Penalty: 3479.218262
	Iteration 49Q: 3 clusters Score -5702040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5702038.500000 Penalty: 3479.218262
	Iteration 50Q: 3 clusters Score -5702038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5702037.000000 Penalty: 3479.218262
	Iteration 51Q: 3 clusters Score -5702037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5702033.500000 Penalty: 3479.218262
	Iteration 52Q: 3 clusters Score -5702034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5702038.500000 Penalty: 3479.218262
	Iteration 53Q: 3 clusters Score -5702038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5702041.500000 Penalty: 3479.218262
	Iteration 54Q: 3 clusters Score -5702042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5702042.000000 Penalty: 3479.218262
	Iteration 55Q: 3 clusters Score -5702042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5702046.500000 Penalty: 3479.218262
	Iteration 56Q: 3 clusters Score -5702046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5702045.500000 Penalty: 3479.218262
	Iteration 57Q: 3 clusters Score -5702046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5702044.500000 Penalty: 3479.218262
	Iteration 58Q: 3 clusters Score -5702044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5702044.000000 Penalty: 3479.218262
	Iteration 59Q: 3 clusters Score -5702044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5702043.500000 Penalty: 3479.218262
	Iteration 60F: 3 clusters Score -5702044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5702041.000000 Penalty: 3479.218262
	Iteration 61Q: 3 clusters Score -5702041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5702039.000000 Penalty: 3479.218262
	Iteration 62Q: 3 clusters Score -5702039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5702034.000000 Penalty: 3479.218262
	Iteration 63Q: 3 clusters Score -5702034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5702038.000000 Penalty: 3479.218262
	Iteration 64Q: 3 clusters Score -5702038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5702039.500000 Penalty: 3479.218262
	Iteration 65Q: 3 clusters Score -5702040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5702041.000000 Penalty: 3479.218262
	Iteration 66Q: 3 clusters Score -5702041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5702040.000000 Penalty: 3479.218262
	Iteration 67Q: 3 clusters Score -5702040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5702038.000000 Penalty: 3479.218262
	Iteration 68Q: 3 clusters Score -5702038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5702037.000000 Penalty: 3479.218262
	Iteration 69Q: 3 clusters Score -5702037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5702036.500000 Penalty: 3479.218262
	Iteration 70Q: 3 clusters Score -5702036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5702039.500000 Penalty: 3479.218262
	Iteration 71Q: 3 clusters Score -5702040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5702040.500000 Penalty: 3479.218262
	Iteration 72Q: 3 clusters Score -5702040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5702042.500000 Penalty: 3479.218262
	Iteration 73Q: 3 clusters Score -5702042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5702042.000000 Penalty: 3479.218262
	Iteration 74Q: 3 clusters Score -5702042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5702047.500000 Penalty: 3479.218262
	Iteration 75Q: 3 clusters Score -5702048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5702049.500000 Penalty: 3479.218262
	Iteration 76Q: 3 clusters Score -5702050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5702048.000000 Penalty: 3479.218262
	Iteration 77Q: 3 clusters Score -5702048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5702053.500000 Penalty: 3479.218262
	Iteration 78Q: 3 clusters Score -5702054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5702054.500000 Penalty: 3479.218262
	Iteration 79Q: 3 clusters Score -5702054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5702058.000000 Penalty: 3479.218262
	Iteration 80F: 3 clusters Score -5702058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5702059.500000 Penalty: 3479.218262
	Iteration 81Q: 3 clusters Score -5702060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5702054.000000 Penalty: 3479.218262
	Iteration 82Q: 3 clusters Score -5702054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5702051.500000 Penalty: 3479.218262
	Iteration 83Q: 3 clusters Score -5702052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5702059.000000 Penalty: 3479.218262
	Iteration 84Q: 3 clusters Score -5702059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5702059.500000 Penalty: 3479.218262
	Iteration 85Q: 3 clusters Score -5702060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5702058.500000 Penalty: 3479.218262
	Iteration 86Q: 3 clusters Score -5702058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5702059.000000 Penalty: 3479.218262
	Iteration 87Q: 3 clusters Score -5702059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5702057.500000 Penalty: 3479.218262
	Iteration 88Q: 3 clusters Score -5702058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5702062.500000 Penalty: 3479.218262
	Iteration 89Q: 3 clusters Score -5702062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5702052.500000 Penalty: 3479.218262
	Iteration 90Q: 3 clusters Score -5702052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5702058.000000 Penalty: 3479.218262
	Iteration 91Q: 3 clusters Score -5702058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5702057.000000 Penalty: 3479.218262
	Iteration 92Q: 3 clusters Score -5702057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5702057.000000 Penalty: 3479.218262
	Iteration 93F: 3 clusters Score -5702057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Entering Unmasked Estep 
Score: -834639.312500 Penalty: 1430.018433
	Iteration 0F: 2 clusters Score -834639.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -829637.437500 Penalty: 2860.036865
	Iteration 0F: 3 clusters Score -829637.4 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -831085.187500 Penalty: 2860.036865
	Iteration 1F: 3 clusters Score -831085.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -831288.375000 Penalty: 2860.036865
	Iteration 2F: 3 clusters Score -831288.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -831440.937500 Penalty: 2860.036865
	Iteration 3F: 3 clusters Score -831440.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -831559.375000 Penalty: 2860.036865
	Iteration 4Q: 3 clusters Score -831559.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -831670.000000 Penalty: 2860.036865
	Iteration 5Q: 3 clusters Score -831670 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -831774.500000 Penalty: 2860.036865
	Iteration 6Q: 3 clusters Score -831774.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -831863.687500 Penalty: 2860.036865
	Iteration 7Q: 3 clusters Score -831863.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -831955.312500 Penalty: 2860.036865
	Iteration 8Q: 3 clusters Score -831955.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -832048.750000 Penalty: 2860.036865
	Iteration 9Q: 3 clusters Score -832048.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -832164.000000 Penalty: 2860.036865
	Iteration 10Q: 3 clusters Score -832164 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -832295.687500 Penalty: 2860.036865
	Iteration 11Q: 3 clusters Score -832295.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -832428.000000 Penalty: 2860.036865
	Iteration 12Q: 3 clusters Score -832428 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -832549.625000 Penalty: 2860.036865
	Iteration 13Q: 3 clusters Score -832549.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -832676.562500 Penalty: 2860.036865
	Iteration 14Q: 3 clusters Score -832676.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -832789.750000 Penalty: 2860.036865
	Iteration 15Q: 3 clusters Score -832789.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -832885.062500 Penalty: 2860.036865
	Iteration 16Q: 3 clusters Score -832885.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -832959.250000 Penalty: 2860.036865
	Iteration 17Q: 3 clusters Score -832959.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -833023.562500 Penalty: 2860.036865
	Iteration 18Q: 3 clusters Score -833023.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -833070.687500 Penalty: 2860.036865
	Iteration 19Q: 3 clusters Score -833070.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -833105.000000 Penalty: 2860.036865
	Iteration 20F: 3 clusters Score -833105 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -833138.000000 Penalty: 2860.036865
	Iteration 21Q: 3 clusters Score -833138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -833164.375000 Penalty: 2860.036865
	Iteration 22Q: 3 clusters Score -833164.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -833191.312500 Penalty: 2860.036865
	Iteration 23Q: 3 clusters Score -833191.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -833203.250000 Penalty: 2860.036865
	Iteration 24Q: 3 clusters Score -833203.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -833219.562500 Penalty: 2860.036865
	Iteration 25Q: 3 clusters Score -833219.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -833235.062500 Penalty: 2860.036865
	Iteration 26Q: 3 clusters Score -833235.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -833250.062500 Penalty: 2860.036865
	Iteration 27Q: 3 clusters Score -833250.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -833266.125000 Penalty: 2860.036865
	Iteration 28Q: 3 clusters Score -833266.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -833279.750000 Penalty: 2860.036865
	Iteration 29Q: 3 clusters Score -833279.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -833289.500000 Penalty: 2860.036865
	Iteration 30Q: 3 clusters Score -833289.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -833296.187500 Penalty: 2860.036865
	Iteration 31Q: 3 clusters Score -833296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -833304.375000 Penalty: 2860.036865
	Iteration 32Q: 3 clusters Score -833304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -833313.937500 Penalty: 2860.036865
	Iteration 33Q: 3 clusters Score -833313.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -833323.125000 Penalty: 2860.036865
	Iteration 34Q: 3 clusters Score -833323.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -833333.312500 Penalty: 2860.036865
	Iteration 35Q: 3 clusters Score -833333.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -833342.812500 Penalty: 2860.036865
	Iteration 36Q: 3 clusters Score -833342.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -833354.187500 Penalty: 2860.036865
	Iteration 37Q: 3 clusters Score -833354.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -833357.375000 Penalty: 2860.036865
	Iteration 38Q: 3 clusters Score -833357.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -833359.750000 Penalty: 2860.036865
	Iteration 39Q: 3 clusters Score -833359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -833363.062500 Penalty: 2860.036865
	Iteration 40F: 3 clusters Score -833363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -833365.250000 Penalty: 2860.036865
	Iteration 41Q: 3 clusters Score -833365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -833367.625000 Penalty: 2860.036865
	Iteration 42Q: 3 clusters Score -833367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -833371.000000 Penalty: 2860.036865
	Iteration 43Q: 3 clusters Score -833371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -833376.000000 Penalty: 2860.036865
	Iteration 44Q: 3 clusters Score -833376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -833380.062500 Penalty: 2860.036865
	Iteration 45Q: 3 clusters Score -833380.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -833384.625000 Penalty: 2860.036865
	Iteration 46Q: 3 clusters Score -833384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -833386.187500 Penalty: 2860.036865
	Iteration 47Q: 3 clusters Score -833386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -833387.062500 Penalty: 2860.036865
	Iteration 48Q: 3 clusters Score -833387.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -833390.875000 Penalty: 2860.036865
	Iteration 49Q: 3 clusters Score -833390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -833393.750000 Penalty: 2860.036865
	Iteration 50Q: 3 clusters Score -833393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -833398.437500 Penalty: 2860.036865
	Iteration 51Q: 3 clusters Score -833398.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -833406.062500 Penalty: 2860.036865
	Iteration 52Q: 3 clusters Score -833406.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -833410.875000 Penalty: 2860.036865
	Iteration 53Q: 3 clusters Score -833410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -833415.500000 Penalty: 2860.036865
	Iteration 54Q: 3 clusters Score -833415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -833418.562500 Penalty: 2860.036865
	Iteration 55Q: 3 clusters Score -833418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -833420.875000 Penalty: 2860.036865
	Iteration 56Q: 3 clusters Score -833420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -833424.375000 Penalty: 2860.036865
	Iteration 57Q: 3 clusters Score -833424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -833425.562500 Penalty: 2860.036865
	Iteration 58Q: 3 clusters Score -833425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -833426.562500 Penalty: 2860.036865
	Iteration 59Q: 3 clusters Score -833426.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -833432.562500 Penalty: 2860.036865
	Iteration 60F: 3 clusters Score -833432.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -833435.500000 Penalty: 2860.036865
	Iteration 61Q: 3 clusters Score -833435.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -833440.187500 Penalty: 2860.036865
	Iteration 62Q: 3 clusters Score -833440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -833444.000000 Penalty: 2860.036865
	Iteration 63Q: 3 clusters Score -833444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -833446.312500 Penalty: 2860.036865
	Iteration 64Q: 3 clusters Score -833446.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -833446.875000 Penalty: 2860.036865
	Iteration 65Q: 3 clusters Score -833446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -833449.500000 Penalty: 2860.036865
	Iteration 66Q: 3 clusters Score -833449.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -833452.437500 Penalty: 2860.036865
	Iteration 67Q: 3 clusters Score -833452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -833454.312500 Penalty: 2860.036865
	Iteration 68Q: 3 clusters Score -833454.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -833454.625000 Penalty: 2860.036865
	Iteration 69Q: 3 clusters Score -833454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -833454.875000 Penalty: 2860.036865
	Iteration 70Q: 3 clusters Score -833454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -833455.375000 Penalty: 2860.036865
	Iteration 71Q: 3 clusters Score -833455.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -833455.375000 Penalty: 2860.036865
	Iteration 72F: 3 clusters Score -833455.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Entering Unmasked Estep 
Score: -5671382.500000 Penalty: 1737.894653
	Iteration 0F: 2 clusters Score -5671382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5641923.500000 Penalty: 3475.789307
	Iteration 0F: 3 clusters Score -5641924 nChanged 20691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -5653413.500000 Penalty: 3475.789307
	Iteration 1F: 3 clusters Score -5653414 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -5653801.500000 Penalty: 3475.789307
	Iteration 2Q: 3 clusters Score -5653802 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5654203.000000 Penalty: 3475.789307
	Iteration 3Q: 3 clusters Score -5654203 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5654536.500000 Penalty: 3475.789307
	Iteration 4Q: 3 clusters Score -5654536 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -5654946.500000 Penalty: 3475.789307
	Iteration 5Q: 3 clusters Score -5654946 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -5655323.000000 Penalty: 3475.789307
	Iteration 6Q: 3 clusters Score -5655323 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5655821.500000 Penalty: 3475.789307
	Iteration 7Q: 3 clusters Score -5655822 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -5656484.000000 Penalty: 3475.789307
	Iteration 8Q: 3 clusters Score -5656484 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -5657388.000000 Penalty: 3475.789307
	Iteration 9Q: 3 clusters Score -5657388 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -5658674.500000 Penalty: 3475.789307
	Iteration 10Q: 3 clusters Score -5658674 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -5660289.000000 Penalty: 3475.789307
	Iteration 11F: 3 clusters Score -5660289 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -5661940.000000 Penalty: 3475.789307
	Iteration 12F: 3 clusters Score -5661940 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5663023.500000 Penalty: 3475.789307
	Iteration 13Q: 3 clusters Score -5663024 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -5663555.000000 Penalty: 3475.789307
	Iteration 14Q: 3 clusters Score -5663555 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -5663862.000000 Penalty: 3475.789307
	Iteration 15Q: 3 clusters Score -5663862 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -5664126.000000 Penalty: 3475.789307
	Iteration 16Q: 3 clusters Score -5664126 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -5664401.000000 Penalty: 3475.789307
	Iteration 17Q: 3 clusters Score -5664401 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -5664641.500000 Penalty: 3475.789307
	Iteration 18Q: 3 clusters Score -5664642 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -5664928.500000 Penalty: 3475.789307
	Iteration 19Q: 3 clusters Score -5664928 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -5665204.500000 Penalty: 3475.789307
	Iteration 20F: 3 clusters Score -5665204 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -5665513.500000 Penalty: 3475.789307
	Iteration 21Q: 3 clusters Score -5665514 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -5665769.000000 Penalty: 3475.789307
	Iteration 22Q: 3 clusters Score -5665769 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -5666050.500000 Penalty: 3475.789307
	Iteration 23Q: 3 clusters Score -5666050 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -5666360.000000 Penalty: 3475.789307
	Iteration 24Q: 3 clusters Score -5666360 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -5666641.000000 Penalty: 3475.789307
	Iteration 25Q: 3 clusters Score -5666641 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5666964.000000 Penalty: 3475.789307
	Iteration 26Q: 3 clusters Score -5666964 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -5667201.000000 Penalty: 3475.789307
	Iteration 27Q: 3 clusters Score -5667201 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5667448.000000 Penalty: 3475.789307
	Iteration 28Q: 3 clusters Score -5667448 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -5667692.500000 Penalty: 3475.789307
	Iteration 29Q: 3 clusters Score -5667692 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -5667964.500000 Penalty: 3475.789307
	Iteration 30Q: 3 clusters Score -5667964 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5668218.000000 Penalty: 3475.789307
	Iteration 31Q: 3 clusters Score -5668218 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5668439.000000 Penalty: 3475.789307
	Iteration 32Q: 3 clusters Score -5668439 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5668679.500000 Penalty: 3475.789307
	Iteration 33Q: 3 clusters Score -5668680 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5668870.500000 Penalty: 3475.789307
	Iteration 34Q: 3 clusters Score -5668870 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5669043.000000 Penalty: 3475.789307
	Iteration 35Q: 3 clusters Score -5669043 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5669208.000000 Penalty: 3475.789307
	Iteration 36Q: 3 clusters Score -5669208 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5669327.000000 Penalty: 3475.789307
	Iteration 37Q: 3 clusters Score -5669327 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5669446.000000 Penalty: 3475.789307
	Iteration 38Q: 3 clusters Score -5669446 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5669528.500000 Penalty: 3475.789307
	Iteration 39Q: 3 clusters Score -5669528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5669602.500000 Penalty: 3475.789307
	Iteration 40F: 3 clusters Score -5669602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5669668.000000 Penalty: 3475.789307
	Iteration 41Q: 3 clusters Score -5669668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5669712.000000 Penalty: 3475.789307
	Iteration 42Q: 3 clusters Score -5669712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5669764.500000 Penalty: 3475.789307
	Iteration 43Q: 3 clusters Score -5669764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5669817.500000 Penalty: 3475.789307
	Iteration 44Q: 3 clusters Score -5669818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5669859.000000 Penalty: 3475.789307
	Iteration 45Q: 3 clusters Score -5669859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5669884.000000 Penalty: 3475.789307
	Iteration 46Q: 3 clusters Score -5669884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5669894.000000 Penalty: 3475.789307
	Iteration 47Q: 3 clusters Score -5669894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5669907.000000 Penalty: 3475.789307
	Iteration 48Q: 3 clusters Score -5669907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5669921.000000 Penalty: 3475.789307
	Iteration 49Q: 3 clusters Score -5669921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5669919.500000 Penalty: 3475.789307
	Iteration 50Q: 3 clusters Score -5669920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5669925.500000 Penalty: 3475.789307
	Iteration 51Q: 3 clusters Score -5669926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5669931.000000 Penalty: 3475.789307
	Iteration 52Q: 3 clusters Score -5669931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5669932.000000 Penalty: 3475.789307
	Iteration 53Q: 3 clusters Score -5669932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5669935.500000 Penalty: 3475.789307
	Iteration 54Q: 3 clusters Score -5669936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5669933.000000 Penalty: 3475.789307
	Iteration 55Q: 3 clusters Score -5669933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5669945.000000 Penalty: 3475.789307
	Iteration 56Q: 3 clusters Score -5669945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5669949.000000 Penalty: 3475.789307
	Iteration 57Q: 3 clusters Score -5669949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5669947.000000 Penalty: 3475.789307
	Iteration 58Q: 3 clusters Score -5669947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5669950.500000 Penalty: 3475.789307
	Iteration 59Q: 3 clusters Score -5669950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5669953.000000 Penalty: 3475.789307
	Iteration 60F: 3 clusters Score -5669953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5669955.000000 Penalty: 3475.789307
	Iteration 61Q: 3 clusters Score -5669955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5669956.000000 Penalty: 3475.789307
	Iteration 62Q: 3 clusters Score -5669956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5669956.000000 Penalty: 3475.789307
	Iteration 63F: 3 clusters Score -5669956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Entering Unmasked Estep 
Score: -13893400.000000 Penalty: 1882.295288
	Iteration 0F: 2 clusters Score -1.38934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -13829028.000000 Penalty: 3764.590576
	Iteration 0F: 3 clusters Score -1.382903e+07 nChanged 51436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -13858514.000000 Penalty: 3764.590576
	Iteration 1F: 3 clusters Score -1.385851e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -13859513.000000 Penalty: 3764.590576
	Iteration 2Q: 3 clusters Score -1.385951e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -13861215.000000 Penalty: 3764.590576
	Iteration 3Q: 3 clusters Score -1.386122e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -13864029.000000 Penalty: 3764.590576
	Iteration 4Q: 3 clusters Score -1.386403e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -13867818.000000 Penalty: 3764.590576
	Iteration 5F: 3 clusters Score -1.386782e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -13871863.000000 Penalty: 3764.590576
	Iteration 6F: 3 clusters Score -1.387186e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -13875395.000000 Penalty: 3764.590576
	Iteration 7F: 3 clusters Score -1.38754e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -13878231.000000 Penalty: 3764.590576
	Iteration 8F: 3 clusters Score -1.387823e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -13880500.000000 Penalty: 3764.590576
	Iteration 9Q: 3 clusters Score -1.38805e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -13882404.000000 Penalty: 3764.590576
	Iteration 10Q: 3 clusters Score -1.38824e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -13884081.000000 Penalty: 3764.590576
	Iteration 11Q: 3 clusters Score -1.388408e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -13885761.000000 Penalty: 3764.590576
	Iteration 12Q: 3 clusters Score -1.388576e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -13887028.000000 Penalty: 3764.590576
	Iteration 13Q: 3 clusters Score -1.388703e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -13887900.000000 Penalty: 3764.590576
	Iteration 14Q: 3 clusters Score -1.38879e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -13888560.000000 Penalty: 3764.590576
	Iteration 15Q: 3 clusters Score -1.388856e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -13889234.000000 Penalty: 3764.590576
	Iteration 16Q: 3 clusters Score -1.388923e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -13889644.000000 Penalty: 3764.590576
	Iteration 17Q: 3 clusters Score -1.388964e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -13890265.000000 Penalty: 3764.590576
	Iteration 18Q: 3 clusters Score -1.389026e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102624 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -13890754.000000 Penalty: 3764.590576
	Iteration 19Q: 3 clusters Score -1.389075e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -13891084.000000 Penalty: 3764.590576
	Iteration 20F: 3 clusters Score -1.389108e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -13891305.000000 Penalty: 3764.590576
	Iteration 21Q: 3 clusters Score -1.38913e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -13891488.000000 Penalty: 3764.590576
	Iteration 22Q: 3 clusters Score -1.389149e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -13891642.000000 Penalty: 3764.590576
	Iteration 23Q: 3 clusters Score -1.389164e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -13891741.000000 Penalty: 3764.590576
	Iteration 24Q: 3 clusters Score -1.389174e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105550 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -13891836.000000 Penalty: 3764.590576
	Iteration 25Q: 3 clusters Score -1.389184e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13891885.000000 Penalty: 3764.590576
	Iteration 26Q: 3 clusters Score -1.389188e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105803 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13891943.000000 Penalty: 3764.590576
	Iteration 27Q: 3 clusters Score -1.389194e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13891969.000000 Penalty: 3764.590576
	Iteration 28Q: 3 clusters Score -1.389197e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105954 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13892001.000000 Penalty: 3764.590576
	Iteration 29Q: 3 clusters Score -1.3892e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -13892019.000000 Penalty: 3764.590576
	Iteration 30Q: 3 clusters Score -1.389202e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -13892027.000000 Penalty: 3764.590576
	Iteration 31Q: 3 clusters Score -1.389203e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106095 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13892037.000000 Penalty: 3764.590576
	Iteration 32Q: 3 clusters Score -1.389204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106128 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13892050.000000 Penalty: 3764.590576
	Iteration 33Q: 3 clusters Score -1.389205e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13892048.000000 Penalty: 3764.590576
	Iteration 34Q: 3 clusters Score -1.389205e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13892048.000000 Penalty: 3764.590576
	Iteration 35Q: 3 clusters Score -1.389205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106193 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -13892047.000000 Penalty: 3764.590576
	Iteration 36Q: 3 clusters Score -1.389205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106214 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -13892073.000000 Penalty: 3764.590576
	Iteration 37Q: 3 clusters Score -1.389207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13892088.000000 Penalty: 3764.590576
	Iteration 38Q: 3 clusters Score -1.389209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13892095.000000 Penalty: 3764.590576
	Iteration 39Q: 3 clusters Score -1.38921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -13892102.000000 Penalty: 3764.590576
	Iteration 40F: 3 clusters Score -1.38921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -13892099.000000 Penalty: 3764.590576
	Iteration 41Q: 3 clusters Score -1.38921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13892093.000000 Penalty: 3764.590576
	Iteration 42Q: 3 clusters Score -1.389209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106295 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13892092.000000 Penalty: 3764.590576
	Iteration 43Q: 3 clusters Score -1.389209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13892092.000000 Penalty: 3764.590576
	Iteration 44Q: 3 clusters Score -1.389209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13892101.000000 Penalty: 3764.590576
	Iteration 45Q: 3 clusters Score -1.38921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13892126.000000 Penalty: 3764.590576
	Iteration 46Q: 3 clusters Score -1.389213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13892127.000000 Penalty: 3764.590576
	Iteration 47Q: 3 clusters Score -1.389213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13892126.000000 Penalty: 3764.590576
	Iteration 48Q: 3 clusters Score -1.389213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13892129.000000 Penalty: 3764.590576
	Iteration 49Q: 3 clusters Score -1.389213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13892129.000000 Penalty: 3764.590576
	Iteration 50Q: 3 clusters Score -1.389213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13892126.000000 Penalty: 3764.590576
	Iteration 51Q: 3 clusters Score -1.389213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13892126.000000 Penalty: 3764.590576
	Iteration 52Q: 3 clusters Score -1.389213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13892129.000000 Penalty: 3764.590576
	Iteration 53Q: 3 clusters Score -1.389213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13892132.000000 Penalty: 3764.590576
	Iteration 54Q: 3 clusters Score -1.389213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13892127.000000 Penalty: 3764.590576
	Iteration 55Q: 3 clusters Score -1.389213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106360 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13892135.000000 Penalty: 3764.590576
	Iteration 56Q: 3 clusters Score -1.389214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106365 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13892134.000000 Penalty: 3764.590576
	Iteration 57Q: 3 clusters Score -1.389213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -13892134.000000 Penalty: 3764.590576
	Iteration 58Q: 3 clusters Score -1.389213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106375 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13892146.000000 Penalty: 3764.590576
	Iteration 59Q: 3 clusters Score -1.389215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106379 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13892143.000000 Penalty: 3764.590576
	Iteration 60F: 3 clusters Score -1.389214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13892138.000000 Penalty: 3764.590576
	Iteration 61Q: 3 clusters Score -1.389214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13892145.000000 Penalty: 3764.590576
	Iteration 62Q: 3 clusters Score -1.389214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106385 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13892140.000000 Penalty: 3764.590576
	Iteration 63Q: 3 clusters Score -1.389214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13892133.000000 Penalty: 3764.590576
	Iteration 64Q: 3 clusters Score -1.389213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106393 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13892134.000000 Penalty: 3764.590576
	Iteration 65Q: 3 clusters Score -1.389213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13892142.000000 Penalty: 3764.590576
	Iteration 66Q: 3 clusters Score -1.389214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13892142.000000 Penalty: 3764.590576
	Iteration 67Q: 3 clusters Score -1.389214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13892142.000000 Penalty: 3764.590576
	Iteration 68Q: 3 clusters Score -1.389214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106418 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13892138.000000 Penalty: 3764.590576
	Iteration 69Q: 3 clusters Score -1.389214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13892135.000000 Penalty: 3764.590576
	Iteration 70Q: 3 clusters Score -1.389214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13892134.000000 Penalty: 3764.590576
	Iteration 71Q: 3 clusters Score -1.389213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13892136.000000 Penalty: 3764.590576
	Iteration 72Q: 3 clusters Score -1.389214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13892134.000000 Penalty: 3764.590576
	Iteration 73Q: 3 clusters Score -1.389213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106425 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13892139.000000 Penalty: 3764.590576
	Iteration 74Q: 3 clusters Score -1.389214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13892137.000000 Penalty: 3764.590576
	Iteration 75Q: 3 clusters Score -1.389214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13892137.000000 Penalty: 3764.590576
	Iteration 76F: 3 clusters Score -1.389214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Entering Unmasked Estep 
Score: -3322547.750000 Penalty: 1652.275513
	Iteration 0F: 2 clusters Score -3322548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3304808.500000 Penalty: 3304.551025
	Iteration 0F: 3 clusters Score -3304808 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3311748.000000 Penalty: 3304.551025
	Iteration 1F: 3 clusters Score -3311748 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3312459.250000 Penalty: 3304.551025
	Iteration 2F: 3 clusters Score -3312459 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3313402.000000 Penalty: 3304.551025
	Iteration 3F: 3 clusters Score -3313402 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3314694.750000 Penalty: 3304.551025
	Iteration 4F: 3 clusters Score -3314695 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3316431.250000 Penalty: 3304.551025
	Iteration 5F: 3 clusters Score -3316431 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3318272.000000 Penalty: 3304.551025
	Iteration 6F: 3 clusters Score -3318272 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3319724.750000 Penalty: 3304.551025
	Iteration 7F: 3 clusters Score -3319725 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3320456.750000 Penalty: 3304.551025
	Iteration 8Q: 3 clusters Score -3320457 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3320739.750000 Penalty: 3304.551025
	Iteration 9Q: 3 clusters Score -3320740 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3320851.500000 Penalty: 3304.551025
	Iteration 10Q: 3 clusters Score -3320852 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3320942.250000 Penalty: 3304.551025
	Iteration 11Q: 3 clusters Score -3320942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3320997.500000 Penalty: 3304.551025
	Iteration 12Q: 3 clusters Score -3320998 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3321045.250000 Penalty: 3304.551025
	Iteration 13Q: 3 clusters Score -3321045 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3321071.500000 Penalty: 3304.551025
	Iteration 14Q: 3 clusters Score -3321072 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3321102.250000 Penalty: 3304.551025
	Iteration 15Q: 3 clusters Score -3321102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3321136.000000 Penalty: 3304.551025
	Iteration 16Q: 3 clusters Score -3321136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3321149.250000 Penalty: 3304.551025
	Iteration 17Q: 3 clusters Score -3321149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3321172.000000 Penalty: 3304.551025
	Iteration 18Q: 3 clusters Score -3321172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3321183.000000 Penalty: 3304.551025
	Iteration 19Q: 3 clusters Score -3321183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3321201.000000 Penalty: 3304.551025
	Iteration 20F: 3 clusters Score -3321201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3321207.750000 Penalty: 3304.551025
	Iteration 21Q: 3 clusters Score -3321208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3321210.250000 Penalty: 3304.551025
	Iteration 22Q: 3 clusters Score -3321210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3321213.750000 Penalty: 3304.551025
	Iteration 23Q: 3 clusters Score -3321214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3321223.250000 Penalty: 3304.551025
	Iteration 24Q: 3 clusters Score -3321223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3321221.500000 Penalty: 3304.551025
	Iteration 25Q: 3 clusters Score -3321222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3321222.250000 Penalty: 3304.551025
	Iteration 26Q: 3 clusters Score -3321222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3321237.500000 Penalty: 3304.551025
	Iteration 27Q: 3 clusters Score -3321238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3321237.500000 Penalty: 3304.551025
	Iteration 28Q: 3 clusters Score -3321238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3321238.750000 Penalty: 3304.551025
	Iteration 29Q: 3 clusters Score -3321239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3321245.000000 Penalty: 3304.551025
	Iteration 30Q: 3 clusters Score -3321245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3321249.500000 Penalty: 3304.551025
	Iteration 31Q: 3 clusters Score -3321250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3321254.500000 Penalty: 3304.551025
	Iteration 32Q: 3 clusters Score -3321254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3321260.000000 Penalty: 3304.551025
	Iteration 33Q: 3 clusters Score -3321260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3321262.000000 Penalty: 3304.551025
	Iteration 34Q: 3 clusters Score -3321262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3321269.750000 Penalty: 3304.551025
	Iteration 35Q: 3 clusters Score -3321270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3321273.500000 Penalty: 3304.551025
	Iteration 36Q: 3 clusters Score -3321274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3321270.250000 Penalty: 3304.551025
	Iteration 37Q: 3 clusters Score -3321270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3321278.000000 Penalty: 3304.551025
	Iteration 38Q: 3 clusters Score -3321278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3321282.500000 Penalty: 3304.551025
	Iteration 39Q: 3 clusters Score -3321282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3321288.250000 Penalty: 3304.551025
	Iteration 40F: 3 clusters Score -3321288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3321290.000000 Penalty: 3304.551025
	Iteration 41Q: 3 clusters Score -3321290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3321290.500000 Penalty: 3304.551025
	Iteration 42Q: 3 clusters Score -3321290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3321296.000000 Penalty: 3304.551025
	Iteration 43Q: 3 clusters Score -3321296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3321298.000000 Penalty: 3304.551025
	Iteration 44Q: 3 clusters Score -3321298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3321295.000000 Penalty: 3304.551025
	Iteration 45Q: 3 clusters Score -3321295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3321298.500000 Penalty: 3304.551025
	Iteration 46Q: 3 clusters Score -3321298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3321302.500000 Penalty: 3304.551025
	Iteration 47Q: 3 clusters Score -3321302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3321304.750000 Penalty: 3304.551025
	Iteration 48Q: 3 clusters Score -3321305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3321304.000000 Penalty: 3304.551025
	Iteration 49Q: 3 clusters Score -3321304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3321307.250000 Penalty: 3304.551025
	Iteration 50Q: 3 clusters Score -3321307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3321307.750000 Penalty: 3304.551025
	Iteration 51Q: 3 clusters Score -3321308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3321307.000000 Penalty: 3304.551025
	Iteration 52Q: 3 clusters Score -3321307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3321310.250000 Penalty: 3304.551025
	Iteration 53Q: 3 clusters Score -3321310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3321307.250000 Penalty: 3304.551025
	Iteration 54Q: 3 clusters Score -3321307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3321305.500000 Penalty: 3304.551025
	Iteration 55Q: 3 clusters Score -3321306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3321305.750000 Penalty: 3304.551025
	Iteration 56Q: 3 clusters Score -3321306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3321304.250000 Penalty: 3304.551025
	Iteration 57Q: 3 clusters Score -3321304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3321307.250000 Penalty: 3304.551025
	Iteration 58Q: 3 clusters Score -3321307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3321308.250000 Penalty: 3304.551025
	Iteration 59Q: 3 clusters Score -3321308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3321309.500000 Penalty: 3304.551025
	Iteration 60F: 3 clusters Score -3321310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 116524 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48714 members 
Mstep: Class 7 contains 43484 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18884 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117135 members 
Mstep: Class 18 contains 44591 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 44123 members 
Mstep: Class 23 contains 107297 members 
Mstep: Class 24 contains 26052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806128.000000 Penalty: 36656.769531
Iteration 159Q: 18 clusters Score -7.280613e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 3 contains 116546 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48751 members 
Mstep: Class 7 contains 43466 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18869 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117166 members 
Mstep: Class 18 contains 44477 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 23 contains 107289 members 
Mstep: Class 24 contains 26054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806064.000000 Penalty: 36656.769531
Iteration 160F: 18 clusters Score -7.280606e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116567 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48782 members 
Mstep: Class 7 contains 43455 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18859 members 
Mstep: Class 10 contains 3493 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117164 members 
Mstep: Class 18 contains 44381 members 
Mstep: Class 20 contains 6688 members 
Mstep: Class 21 contains 44203 members 
Mstep: Class 23 contains 107280 members 
Mstep: Class 24 contains 26064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806072.000000 Penalty: 36656.769531
Iteration 161Q: 18 clusters Score -7.280607e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116584 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48816 members 
Mstep: Class 7 contains 43457 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18848 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117176 members 
Mstep: Class 18 contains 44284 members 
Mstep: Class 20 contains 6711 members 
Mstep: Class 21 contains 44241 members 
Mstep: Class 23 contains 107270 members 
Mstep: Class 24 contains 26059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806008.000000 Penalty: 36656.769531
Iteration 162Q: 18 clusters Score -7.280601e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116609 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48847 members 
Mstep: Class 7 contains 43457 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18837 members 
Mstep: Class 10 contains 3487 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117187 members 
Mstep: Class 18 contains 44183 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 44270 members 
Mstep: Class 23 contains 107265 members 
Mstep: Class 24 contains 26063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806040.000000 Penalty: 36656.769531
Iteration 163Q: 18 clusters Score -7.280604e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116651 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48873 members 
Mstep: Class 7 contains 43450 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18825 members 
Mstep: Class 10 contains 3485 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117175 members 
Mstep: Class 18 contains 44115 members 
Mstep: Class 20 contains 6744 members 
Mstep: Class 21 contains 44297 members 
Mstep: Class 23 contains 107262 members 
Mstep: Class 24 contains 26059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806048.000000 Penalty: 36656.769531
Iteration 164Q: 18 clusters Score -7.280605e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116674 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48904 members 
Mstep: Class 7 contains 43446 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117153 members 
Mstep: Class 18 contains 44056 members 
Mstep: Class 20 contains 6762 members 
Mstep: Class 21 contains 44331 members 
Mstep: Class 23 contains 107258 members 
Mstep: Class 24 contains 26056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806072.000000 Penalty: 36656.769531
Iteration 165Q: 18 clusters Score -7.280607e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116683 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 48947 members 
Mstep: Class 7 contains 43443 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18810 members 
Mstep: Class 10 contains 3480 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117119 members 
Mstep: Class 18 contains 43999 members 
Mstep: Class 20 contains 6787 members 
Mstep: Class 21 contains 44362 members 
Mstep: Class 23 contains 107256 members 
Mstep: Class 24 contains 26050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806032.000000 Penalty: 36656.769531
Iteration 166Q: 18 clusters Score -7.280603e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116680 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49000 members 
Mstep: Class 7 contains 43439 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18798 members 
Mstep: Class 10 contains 3480 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117108 members 
Mstep: Class 18 contains 43921 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 44396 members 
Mstep: Class 23 contains 107255 members 
Mstep: Class 24 contains 26044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806016.000000 Penalty: 36656.769531
Iteration 167Q: 18 clusters Score -7.280602e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116701 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49023 members 
Mstep: Class 7 contains 43441 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18788 members 
Mstep: Class 10 contains 3481 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117086 members 
Mstep: Class 18 contains 43857 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 44425 members 
Mstep: Class 23 contains 107255 members 
Mstep: Class 24 contains 26036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805992.000000 Penalty: 36656.769531
Iteration 168Q: 18 clusters Score -7.280599e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116711 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49061 members 
Mstep: Class 7 contains 43448 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18771 members 
Mstep: Class 10 contains 3481 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117067 members 
Mstep: Class 18 contains 43795 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 44471 members 
Mstep: Class 23 contains 107247 members 
Mstep: Class 24 contains 26023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806008.000000 Penalty: 36656.769531
Iteration 169Q: 18 clusters Score -7.280601e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116728 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49093 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18758 members 
Mstep: Class 10 contains 3483 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117042 members 
Mstep: Class 18 contains 43728 members 
Mstep: Class 20 contains 6884 members 
Mstep: Class 21 contains 44503 members 
Mstep: Class 23 contains 107247 members 
Mstep: Class 24 contains 26009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805896.000000 Penalty: 36656.769531
Iteration 170Q: 18 clusters Score -7.28059e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116735 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49117 members 
Mstep: Class 7 contains 43464 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117034 members 
Mstep: Class 18 contains 43669 members 
Mstep: Class 20 contains 6911 members 
Mstep: Class 21 contains 44533 members 
Mstep: Class 23 contains 107246 members 
Mstep: Class 24 contains 26000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805872.000000 Penalty: 36656.769531
Iteration 171Q: 18 clusters Score -7.280587e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116740 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49146 members 
Mstep: Class 7 contains 43482 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18734 members 
Mstep: Class 10 contains 3480 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117037 members 
Mstep: Class 18 contains 43603 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 44550 members 
Mstep: Class 23 contains 107239 members 
Mstep: Class 24 contains 25997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805824.000000 Penalty: 36656.769531
Iteration 172Q: 18 clusters Score -7.280582e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116725 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49185 members 
Mstep: Class 7 contains 43497 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18717 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117031 members 
Mstep: Class 18 contains 43537 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 44573 members 
Mstep: Class 23 contains 107237 members 
Mstep: Class 24 contains 26002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806000.000000 Penalty: 36656.769531
Iteration 173Q: 18 clusters Score -7.2806e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116685 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49223 members 
Mstep: Class 7 contains 43499 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18705 members 
Mstep: Class 10 contains 3480 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117048 members 
Mstep: Class 18 contains 43462 members 
Mstep: Class 20 contains 6992 members 
Mstep: Class 21 contains 44605 members 
Mstep: Class 23 contains 107237 members 
Mstep: Class 24 contains 25999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806072.000000 Penalty: 36656.769531
Iteration 174Q: 18 clusters Score -7.280607e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116661 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49269 members 
Mstep: Class 7 contains 43500 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18691 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117058 members 
Mstep: Class 18 contains 43391 members 
Mstep: Class 20 contains 7029 members 
Mstep: Class 21 contains 44623 members 
Mstep: Class 23 contains 107237 members 
Mstep: Class 24 contains 25999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806096.000000 Penalty: 36656.769531
Iteration 175Q: 18 clusters Score -7.28061e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116629 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49308 members 
Mstep: Class 7 contains 43495 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18676 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117076 members 
Mstep: Class 18 contains 43328 members 
Mstep: Class 20 contains 7065 members 
Mstep: Class 21 contains 44647 members 
Mstep: Class 23 contains 107236 members 
Mstep: Class 24 contains 25999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806064.000000 Penalty: 36656.769531
Iteration 176Q: 18 clusters Score -7.280606e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116627 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49338 members 
Mstep: Class 7 contains 43492 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18660 members 
Mstep: Class 10 contains 3472 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117099 members 
Mstep: Class 18 contains 43245 members 
Mstep: Class 20 contains 7107 members 
Mstep: Class 21 contains 44662 members 
Mstep: Class 23 contains 107234 members 
Mstep: Class 24 contains 25998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806072.000000 Penalty: 36656.769531
Iteration 177Q: 18 clusters Score -7.280607e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116612 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49359 members 
Mstep: Class 7 contains 43488 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18653 members 
Mstep: Class 10 contains 3469 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117115 members 
Mstep: Class 18 contains 43183 members 
Mstep: Class 20 contains 7128 members 
Mstep: Class 21 contains 44687 members 
Mstep: Class 23 contains 107232 members 
Mstep: Class 24 contains 26008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806096.000000 Penalty: 36656.769531
Iteration 178Q: 18 clusters Score -7.28061e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116610 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49391 members 
Mstep: Class 7 contains 43483 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18639 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117119 members 
Mstep: Class 18 contains 43135 members 
Mstep: Class 20 contains 7151 members 
Mstep: Class 21 contains 44703 members 
Mstep: Class 23 contains 107229 members 
Mstep: Class 24 contains 26007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806128.000000 Penalty: 36656.769531
Iteration 179Q: 18 clusters Score -7.280613e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116607 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49431 members 
Mstep: Class 7 contains 43471 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18630 members 
Mstep: Class 10 contains 3463 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117120 members 
Mstep: Class 18 contains 43085 members 
Mstep: Class 20 contains 7179 members 
Mstep: Class 21 contains 44720 members 
Mstep: Class 23 contains 107226 members 
Mstep: Class 24 contains 26002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806088.000000 Penalty: 36656.769531
Iteration 180F: 18 clusters Score -7.280609e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116600 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49472 members 
Mstep: Class 7 contains 43454 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18622 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117137 members 
Mstep: Class 18 contains 43025 members 
Mstep: Class 20 contains 7207 members 
Mstep: Class 21 contains 44737 members 
Mstep: Class 23 contains 107224 members 
Mstep: Class 24 contains 26000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806072.000000 Penalty: 36656.769531
Iteration 181Q: 18 clusters Score -7.280607e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116606 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49498 members 
Mstep: Class 7 contains 43435 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18617 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117160 members 
Mstep: Class 18 contains 42963 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 44750 members 
Mstep: Class 23 contains 107218 members 
Mstep: Class 24 contains 26003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806064.000000 Penalty: 36656.769531
Iteration 182Q: 18 clusters Score -7.280606e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116603 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49523 members 
Mstep: Class 7 contains 43418 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18612 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117208 members 
Mstep: Class 18 contains 42888 members 
Mstep: Class 20 contains 7261 members 
Mstep: Class 21 contains 44769 members 
Mstep: Class 23 contains 107216 members 
Mstep: Class 24 contains 25997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806088.000000 Penalty: 36656.769531
Iteration 183Q: 18 clusters Score -7.280609e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116614 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49543 members 
Mstep: Class 7 contains 43405 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18608 members 
Mstep: Class 10 contains 3432 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117221 members 
Mstep: Class 18 contains 42820 members 
Mstep: Class 20 contains 7288 members 
Mstep: Class 21 contains 44793 members 
Mstep: Class 23 contains 107214 members 
Mstep: Class 24 contains 25996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806064.000000 Penalty: 36656.769531
Iteration 184Q: 18 clusters Score -7.280606e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116616 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49583 members 
Mstep: Class 7 contains 43391 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18601 members 
Mstep: Class 10 contains 3429 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117237 members 
Mstep: Class 18 contains 42746 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 44816 members 
Mstep: Class 23 contains 107210 members 
Mstep: Class 24 contains 25990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806040.000000 Penalty: 36656.769531
Iteration 185Q: 18 clusters Score -7.280604e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116599 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49605 members 
Mstep: Class 7 contains 43384 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18595 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117267 members 
Mstep: Class 18 contains 42680 members 
Mstep: Class 20 contains 7350 members 
Mstep: Class 21 contains 44843 members 
Mstep: Class 23 contains 107206 members 
Mstep: Class 24 contains 25985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806000.000000 Penalty: 36656.769531
Iteration 186Q: 18 clusters Score -7.2806e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116593 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 43370 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18585 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117276 members 
Mstep: Class 18 contains 42631 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 44880 members 
Mstep: Class 23 contains 107203 members 
Mstep: Class 24 contains 25980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805992.000000 Penalty: 36656.769531
Iteration 187Q: 18 clusters Score -7.280599e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116589 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49651 members 
Mstep: Class 7 contains 43357 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 3413 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117272 members 
Mstep: Class 18 contains 42592 members 
Mstep: Class 20 contains 7404 members 
Mstep: Class 21 contains 44901 members 
Mstep: Class 23 contains 107205 members 
Mstep: Class 24 contains 25976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805992.000000 Penalty: 36656.769531
Iteration 188Q: 18 clusters Score -7.280599e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116590 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49679 members 
Mstep: Class 7 contains 43343 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18567 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117266 members 
Mstep: Class 18 contains 42547 members 
Mstep: Class 20 contains 7437 members 
Mstep: Class 21 contains 44920 members 
Mstep: Class 23 contains 107206 members 
Mstep: Class 24 contains 25969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805984.000000 Penalty: 36656.769531
Iteration 189Q: 18 clusters Score -7.280598e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116597 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49698 members 
Mstep: Class 7 contains 43330 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18555 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117275 members 
Mstep: Class 18 contains 42502 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 44936 members 
Mstep: Class 23 contains 107206 members 
Mstep: Class 24 contains 25967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805968.000000 Penalty: 36656.769531
Iteration 190Q: 18 clusters Score -7.280597e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116602 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49717 members 
Mstep: Class 7 contains 43323 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18550 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117252 members 
Mstep: Class 18 contains 42466 members 
Mstep: Class 20 contains 7491 members 
Mstep: Class 21 contains 44953 members 
Mstep: Class 23 contains 107201 members 
Mstep: Class 24 contains 25969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806032.000000 Penalty: 36656.769531
Iteration 191Q: 18 clusters Score -7.280603e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116593 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49732 members 
Mstep: Class 7 contains 43324 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18540 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117242 members 
Mstep: Class 18 contains 42430 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 44966 members 
Mstep: Class 23 contains 107200 members 
Mstep: Class 24 contains 25965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805928.000000 Penalty: 36656.769531
Iteration 192Q: 18 clusters Score -7.280593e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116571 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49761 members 
Mstep: Class 7 contains 43322 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18532 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117222 members 
Mstep: Class 18 contains 42390 members 
Mstep: Class 20 contains 7588 members 
Mstep: Class 21 contains 44981 members 
Mstep: Class 23 contains 107196 members 
Mstep: Class 24 contains 25961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72805952.000000 Penalty: 36656.769531
Iteration 193Q: 18 clusters Score -7.280595e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116535 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49789 members 
Mstep: Class 7 contains 43321 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18522 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117217 members 
Mstep: Class 18 contains 42348 members 
Mstep: Class 20 contains 7639 members 
Mstep: Class 21 contains 45001 members 
Mstep: Class 23 contains 107197 members 
Mstep: Class 24 contains 25955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806200.000000 Penalty: 36656.769531
Iteration 194Q: 18 clusters Score -7.28062e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116499 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49827 members 
Mstep: Class 7 contains 43325 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18514 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117194 members 
Mstep: Class 18 contains 42319 members 
Mstep: Class 20 contains 7687 members 
Mstep: Class 21 contains 45009 members 
Mstep: Class 23 contains 107197 members 
Mstep: Class 24 contains 25955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806232.000000 Penalty: 36656.769531
Iteration 195Q: 18 clusters Score -7.280623e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116459 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49858 members 
Mstep: Class 7 contains 43329 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18508 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117193 members 
Mstep: Class 18 contains 42275 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 45029 members 
Mstep: Class 23 contains 107197 members 
Mstep: Class 24 contains 25960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806128.000000 Penalty: 36656.769531
Iteration 196Q: 18 clusters Score -7.280613e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116421 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49883 members 
Mstep: Class 7 contains 43334 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18501 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117208 members 
Mstep: Class 18 contains 42231 members 
Mstep: Class 20 contains 7751 members 
Mstep: Class 21 contains 45049 members 
Mstep: Class 23 contains 107189 members 
Mstep: Class 24 contains 25965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806216.000000 Penalty: 36656.769531
Iteration 197Q: 18 clusters Score -7.280622e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116385 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49910 members 
Mstep: Class 7 contains 43342 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117216 members 
Mstep: Class 18 contains 42182 members 
Mstep: Class 20 contains 7790 members 
Mstep: Class 21 contains 45062 members 
Mstep: Class 23 contains 107182 members 
Mstep: Class 24 contains 25971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806216.000000 Penalty: 36656.769531
Iteration 198Q: 18 clusters Score -7.280622e+07 nChanged 330
Entering ConstructFrom: 
Score: -72806216.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -10636.341797 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -10636.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9851.495117 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -9851.495 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10127.587891 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -10127.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10325.828125 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -10325.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10436.929688 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -10436.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10448.822266 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -10448.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10471.806641 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -10471.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10478.139648 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -10478.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10478.139648 Penalty: 1863.335938
	Iteration 7F: 3 clusters Score -10478.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (116363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Entering Unmasked Estep 
Score: -14857435.000000 Penalty: 1895.476318
	Iteration 0F: 2 clusters Score -1.485744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -14787089.000000 Penalty: 3790.952637
	Iteration 0F: 3 clusters Score -1.478709e+07 nChanged 55919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -14819891.000000 Penalty: 3790.952637
	Iteration 1F: 3 clusters Score -1.481989e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -14821246.000000 Penalty: 3790.952637
	Iteration 2Q: 3 clusters Score -1.482125e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -14823174.000000 Penalty: 3790.952637
	Iteration 3Q: 3 clusters Score -1.482317e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -14826150.000000 Penalty: 3790.952637
	Iteration 4F: 3 clusters Score -1.482615e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -14830720.000000 Penalty: 3790.952637
	Iteration 5F: 3 clusters Score -1.483072e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -14837267.000000 Penalty: 3790.952637
	Iteration 6F: 3 clusters Score -1.483727e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -14843950.000000 Penalty: 3790.952637
	Iteration 7F: 3 clusters Score -1.484395e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -14847989.000000 Penalty: 3790.952637
	Iteration 8F: 3 clusters Score -1.484799e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -14849421.000000 Penalty: 3790.952637
	Iteration 9Q: 3 clusters Score -1.484942e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -14850118.000000 Penalty: 3790.952637
	Iteration 10Q: 3 clusters Score -1.485012e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -14850576.000000 Penalty: 3790.952637
	Iteration 11Q: 3 clusters Score -1.485058e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -14851065.000000 Penalty: 3790.952637
	Iteration 12Q: 3 clusters Score -1.485106e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -14851453.000000 Penalty: 3790.952637
	Iteration 13Q: 3 clusters Score -1.485145e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -14851960.000000 Penalty: 3790.952637
	Iteration 14Q: 3 clusters Score -1.485196e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -14852395.000000 Penalty: 3790.952637
	Iteration 15Q: 3 clusters Score -1.48524e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -14852815.000000 Penalty: 3790.952637
	Iteration 16Q: 3 clusters Score -1.485282e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -14853240.000000 Penalty: 3790.952637
	Iteration 17Q: 3 clusters Score -1.485324e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -14853546.000000 Penalty: 3790.952637
	Iteration 18Q: 3 clusters Score -1.485355e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -14853796.000000 Penalty: 3790.952637
	Iteration 19Q: 3 clusters Score -1.48538e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -14854002.000000 Penalty: 3790.952637
	Iteration 20F: 3 clusters Score -1.4854e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -14854205.000000 Penalty: 3790.952637
	Iteration 21Q: 3 clusters Score -1.48542e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -14854308.000000 Penalty: 3790.952637
	Iteration 22Q: 3 clusters Score -1.485431e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -14854397.000000 Penalty: 3790.952637
	Iteration 23Q: 3 clusters Score -1.48544e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -14854496.000000 Penalty: 3790.952637
	Iteration 24Q: 3 clusters Score -1.48545e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -14854611.000000 Penalty: 3790.952637
	Iteration 25Q: 3 clusters Score -1.485461e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -14854711.000000 Penalty: 3790.952637
	Iteration 26Q: 3 clusters Score -1.485471e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -14854794.000000 Penalty: 3790.952637
	Iteration 27Q: 3 clusters Score -1.485479e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -14854896.000000 Penalty: 3790.952637
	Iteration 28Q: 3 clusters Score -1.48549e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -14855034.000000 Penalty: 3790.952637
	Iteration 29Q: 3 clusters Score -1.485503e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -14855159.000000 Penalty: 3790.952637
	Iteration 30Q: 3 clusters Score -1.485516e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -14855305.000000 Penalty: 3790.952637
	Iteration 31Q: 3 clusters Score -1.48553e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -14855440.000000 Penalty: 3790.952637
	Iteration 32Q: 3 clusters Score -1.485544e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -14855576.000000 Penalty: 3790.952637
	Iteration 33Q: 3 clusters Score -1.485558e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -14855678.000000 Penalty: 3790.952637
	Iteration 34Q: 3 clusters Score -1.485568e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -14855864.000000 Penalty: 3790.952637
	Iteration 35Q: 3 clusters Score -1.485586e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -14855955.000000 Penalty: 3790.952637
	Iteration 36Q: 3 clusters Score -1.485596e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -14856028.000000 Penalty: 3790.952637
	Iteration 37Q: 3 clusters Score -1.485603e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -14856211.000000 Penalty: 3790.952637
	Iteration 38Q: 3 clusters Score -1.485621e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -14856438.000000 Penalty: 3790.952637
	Iteration 39Q: 3 clusters Score -1.485644e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97414 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -14856582.000000 Penalty: 3790.952637
	Iteration 40F: 3 clusters Score -1.485658e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -14856767.000000 Penalty: 3790.952637
	Iteration 41Q: 3 clusters Score -1.485677e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -14857004.000000 Penalty: 3790.952637
	Iteration 42Q: 3 clusters Score -1.4857e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -14857224.000000 Penalty: 3790.952637
	Iteration 43Q: 3 clusters Score -1.485722e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -14857339.000000 Penalty: 3790.952637
	Iteration 44Q: 3 clusters Score -1.485734e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -14857612.000000 Penalty: 3790.952637
	Iteration 45Q: 3 clusters Score -1.485761e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -14857930.000000 Penalty: 3790.952637
	Iteration 46Q: 3 clusters Score -1.485793e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -14858084.000000 Penalty: 3790.952637
	Iteration 47Q: 3 clusters Score -1.485808e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110515 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -14858165.000000 Penalty: 3790.952637
	Iteration 48Q: 3 clusters Score -1.485816e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111697 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -14858002.000000 Penalty: 3790.952637
	Iteration 49Q: 3 clusters Score -1.4858e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112712 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -14857718.000000 Penalty: 3790.952637
	Iteration 50Q: 3 clusters Score -1.485772e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -14857504.000000 Penalty: 3790.952637
	Iteration 51Q: 3 clusters Score -1.48575e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -14857199.000000 Penalty: 3790.952637
	Iteration 52Q: 3 clusters Score -1.48572e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -14856959.000000 Penalty: 3790.952637
	Iteration 53Q: 3 clusters Score -1.485696e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -14856805.000000 Penalty: 3790.952637
	Iteration 54Q: 3 clusters Score -1.48568e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115157 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -14856662.000000 Penalty: 3790.952637
	Iteration 55Q: 3 clusters Score -1.485666e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115355 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14856500.000000 Penalty: 3790.952637
	Iteration 56Q: 3 clusters Score -1.48565e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -14856443.000000 Penalty: 3790.952637
	Iteration 57Q: 3 clusters Score -1.485644e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115616 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14856414.000000 Penalty: 3790.952637
	Iteration 58Q: 3 clusters Score -1.485641e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115690 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14856398.000000 Penalty: 3790.952637
	Iteration 59Q: 3 clusters Score -1.48564e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115752 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14856381.000000 Penalty: 3790.952637
	Iteration 60F: 3 clusters Score -1.485638e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115808 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14856347.000000 Penalty: 3790.952637
	Iteration 61Q: 3 clusters Score -1.485635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -14856324.000000 Penalty: 3790.952637
	Iteration 62Q: 3 clusters Score -1.485632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115862 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -14856289.000000 Penalty: 3790.952637
	Iteration 63Q: 3 clusters Score -1.485629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115885 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -14856265.000000 Penalty: 3790.952637
	Iteration 64Q: 3 clusters Score -1.485626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115905 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14856260.000000 Penalty: 3790.952637
	Iteration 65Q: 3 clusters Score -1.485626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115913 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -14856263.000000 Penalty: 3790.952637
	Iteration 66Q: 3 clusters Score -1.485626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115923 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -14856242.000000 Penalty: 3790.952637
	Iteration 67Q: 3 clusters Score -1.485624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115935 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14856245.000000 Penalty: 3790.952637
	Iteration 68Q: 3 clusters Score -1.485624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115944 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14856242.000000 Penalty: 3790.952637
	Iteration 69Q: 3 clusters Score -1.485624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115950 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -14856240.000000 Penalty: 3790.952637
	Iteration 70Q: 3 clusters Score -1.485624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -14856230.000000 Penalty: 3790.952637
	Iteration 71Q: 3 clusters Score -1.485623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115961 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -14856221.000000 Penalty: 3790.952637
	Iteration 72Q: 3 clusters Score -1.485622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14856219.000000 Penalty: 3790.952637
	Iteration 73Q: 3 clusters Score -1.485622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115965 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -14856225.000000 Penalty: 3790.952637
	Iteration 74Q: 3 clusters Score -1.485622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -14856227.000000 Penalty: 3790.952637
	Iteration 75Q: 3 clusters Score -1.485623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115967 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -14856230.000000 Penalty: 3790.952637
	Iteration 76Q: 3 clusters Score -1.485623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -14856222.000000 Penalty: 3790.952637
	Iteration 77Q: 3 clusters Score -1.485622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -14856222.000000 Penalty: 3790.952637
	Iteration 78F: 3 clusters Score -1.485622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -67619.015625 Penalty: 1052.007202
	Iteration 0F: 2 clusters Score -67619.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66427.750000 Penalty: 2104.014404
	Iteration 0F: 3 clusters Score -66427.75 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66661.835938 Penalty: 2104.014404
	Iteration 1F: 3 clusters Score -66661.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66817.398438 Penalty: 2104.014404
	Iteration 2F: 3 clusters Score -66817.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66965.585938 Penalty: 2104.014404
	Iteration 3F: 3 clusters Score -66965.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67183.000000 Penalty: 2104.014404
	Iteration 4F: 3 clusters Score -67183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67372.179688 Penalty: 2104.014404
	Iteration 5F: 3 clusters Score -67372.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67494.070312 Penalty: 2104.014404
	Iteration 6Q: 3 clusters Score -67494.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67558.320312 Penalty: 2104.014404
	Iteration 7Q: 3 clusters Score -67558.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67591.960938 Penalty: 2104.014404
	Iteration 8Q: 3 clusters Score -67591.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67604.843750 Penalty: 2104.014404
	Iteration 9Q: 3 clusters Score -67604.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67609.156250 Penalty: 2104.014404
	Iteration 10Q: 3 clusters Score -67609.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67609.304688 Penalty: 2104.014404
	Iteration 11Q: 3 clusters Score -67609.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67609.304688 Penalty: 2104.014404
	Iteration 12F: 3 clusters Score -67609.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -21987.816406 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -21987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21194.050781 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -21194.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21474.900391 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -21474.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21683.685547 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -21683.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21761.626953 Penalty: 1868.552734
	Iteration 3F: 3 clusters Score -21761.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21819.472656 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21819.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21845.218750 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21845.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21859.152344 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -21859.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21863.052734 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -21863.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21873.484375 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -21873.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21883.023438 Penalty: 1868.552734
	Iteration 9Q: 3 clusters Score -21883.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21903.000000 Penalty: 1868.552734
	Iteration 10Q: 3 clusters Score -21903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21924.777344 Penalty: 1868.552734
	Iteration 11Q: 3 clusters Score -21924.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21930.392578 Penalty: 1868.552734
	Iteration 12Q: 3 clusters Score -21930.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21936.978516 Penalty: 1868.552734
	Iteration 13Q: 3 clusters Score -21936.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21943.722656 Penalty: 1868.552734
	Iteration 14Q: 3 clusters Score -21943.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21971.716797 Penalty: 1868.552734
	Iteration 15Q: 3 clusters Score -21971.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21974.248047 Penalty: 1868.552734
	Iteration 16Q: 3 clusters Score -21974.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21974.248047 Penalty: 1868.552734
	Iteration 17F: 3 clusters Score -21974.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Entering Unmasked Estep 
Score: -6412980.500000 Penalty: 1758.025391
	Iteration 0F: 2 clusters Score -6412980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -6379671.000000 Penalty: 3516.050781
	Iteration 0F: 3 clusters Score -6379671 nChanged 23419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -6392789.000000 Penalty: 3516.050781
	Iteration 1F: 3 clusters Score -6392789 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6393295.500000 Penalty: 3516.050781
	Iteration 2Q: 3 clusters Score -6393296 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -6393888.500000 Penalty: 3516.050781
	Iteration 3Q: 3 clusters Score -6393888 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -6394858.000000 Penalty: 3516.050781
	Iteration 4Q: 3 clusters Score -6394858 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -6396182.500000 Penalty: 3516.050781
	Iteration 5F: 3 clusters Score -6396182 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -6398246.000000 Penalty: 3516.050781
	Iteration 6F: 3 clusters Score -6398246 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -6401273.500000 Penalty: 3516.050781
	Iteration 7F: 3 clusters Score -6401274 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -6404464.000000 Penalty: 3516.050781
	Iteration 8F: 3 clusters Score -6404464 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -6406792.000000 Penalty: 3516.050781
	Iteration 9F: 3 clusters Score -6406792 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -6408016.000000 Penalty: 3516.050781
	Iteration 10Q: 3 clusters Score -6408016 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -6408623.000000 Penalty: 3516.050781
	Iteration 11Q: 3 clusters Score -6408623 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -6408968.500000 Penalty: 3516.050781
	Iteration 12Q: 3 clusters Score -6408968 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -6409241.500000 Penalty: 3516.050781
	Iteration 13Q: 3 clusters Score -6409242 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -6409465.000000 Penalty: 3516.050781
	Iteration 14Q: 3 clusters Score -6409465 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -6409662.000000 Penalty: 3516.050781
	Iteration 15Q: 3 clusters Score -6409662 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -6409807.500000 Penalty: 3516.050781
	Iteration 16Q: 3 clusters Score -6409808 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -6409996.500000 Penalty: 3516.050781
	Iteration 17Q: 3 clusters Score -6409996 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -6410113.000000 Penalty: 3516.050781
	Iteration 18Q: 3 clusters Score -6410113 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -6410233.000000 Penalty: 3516.050781
	Iteration 19Q: 3 clusters Score -6410233 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -6410338.500000 Penalty: 3516.050781
	Iteration 20F: 3 clusters Score -6410338 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -6410421.000000 Penalty: 3516.050781
	Iteration 21Q: 3 clusters Score -6410421 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -6410563.000000 Penalty: 3516.050781
	Iteration 22Q: 3 clusters Score -6410563 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -6410668.000000 Penalty: 3516.050781
	Iteration 23Q: 3 clusters Score -6410668 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -6410798.500000 Penalty: 3516.050781
	Iteration 24Q: 3 clusters Score -6410798 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6410900.000000 Penalty: 3516.050781
	Iteration 25Q: 3 clusters Score -6410900 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -6411012.000000 Penalty: 3516.050781
	Iteration 26Q: 3 clusters Score -6411012 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -6411115.500000 Penalty: 3516.050781
	Iteration 27Q: 3 clusters Score -6411116 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -6411219.000000 Penalty: 3516.050781
	Iteration 28Q: 3 clusters Score -6411219 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -6411301.500000 Penalty: 3516.050781
	Iteration 29Q: 3 clusters Score -6411302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -6411367.500000 Penalty: 3516.050781
	Iteration 30Q: 3 clusters Score -6411368 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -6411419.500000 Penalty: 3516.050781
	Iteration 31Q: 3 clusters Score -6411420 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -6411447.500000 Penalty: 3516.050781
	Iteration 32Q: 3 clusters Score -6411448 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -6411448.500000 Penalty: 3516.050781
	Iteration 33Q: 3 clusters Score -6411448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -6411484.000000 Penalty: 3516.050781
	Iteration 34Q: 3 clusters Score -6411484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -6411506.500000 Penalty: 3516.050781
	Iteration 35Q: 3 clusters Score -6411506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -6411527.000000 Penalty: 3516.050781
	Iteration 36Q: 3 clusters Score -6411527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -6411551.000000 Penalty: 3516.050781
	Iteration 37Q: 3 clusters Score -6411551 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -6411568.500000 Penalty: 3516.050781
	Iteration 38Q: 3 clusters Score -6411568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -6411576.500000 Penalty: 3516.050781
	Iteration 39Q: 3 clusters Score -6411576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -6411589.500000 Penalty: 3516.050781
	Iteration 40F: 3 clusters Score -6411590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -6411628.500000 Penalty: 3516.050781
	Iteration 41Q: 3 clusters Score -6411628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6411631.500000 Penalty: 3516.050781
	Iteration 42Q: 3 clusters Score -6411632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -6411633.500000 Penalty: 3516.050781
	Iteration 43Q: 3 clusters Score -6411634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -6411637.500000 Penalty: 3516.050781
	Iteration 44Q: 3 clusters Score -6411638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -6411635.500000 Penalty: 3516.050781
	Iteration 45Q: 3 clusters Score -6411636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -6411641.000000 Penalty: 3516.050781
	Iteration 46Q: 3 clusters Score -6411641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -6411637.000000 Penalty: 3516.050781
	Iteration 47Q: 3 clusters Score -6411637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -6411638.500000 Penalty: 3516.050781
	Iteration 48Q: 3 clusters Score -6411638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -6411644.000000 Penalty: 3516.050781
	Iteration 49Q: 3 clusters Score -6411644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -6411653.500000 Penalty: 3516.050781
	Iteration 50Q: 3 clusters Score -6411654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -6411647.500000 Penalty: 3516.050781
	Iteration 51Q: 3 clusters Score -6411648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -6411646.000000 Penalty: 3516.050781
	Iteration 52Q: 3 clusters Score -6411646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -6411652.500000 Penalty: 3516.050781
	Iteration 53Q: 3 clusters Score -6411652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -6411657.000000 Penalty: 3516.050781
	Iteration 54Q: 3 clusters Score -6411657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -6411653.500000 Penalty: 3516.050781
	Iteration 55Q: 3 clusters Score -6411654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -6411653.500000 Penalty: 3516.050781
	Iteration 56Q: 3 clusters Score -6411654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -6411652.000000 Penalty: 3516.050781
	Iteration 57Q: 3 clusters Score -6411652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -6411648.500000 Penalty: 3516.050781
	Iteration 58Q: 3 clusters Score -6411648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -6411650.000000 Penalty: 3516.050781
	Iteration 59Q: 3 clusters Score -6411650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -6411649.000000 Penalty: 3516.050781
	Iteration 60F: 3 clusters Score -6411649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -6411647.500000 Penalty: 3516.050781
	Iteration 61Q: 3 clusters Score -6411648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -6411650.000000 Penalty: 3516.050781
	Iteration 62Q: 3 clusters Score -6411650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -6411655.000000 Penalty: 3516.050781
	Iteration 63Q: 3 clusters Score -6411655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -6411656.000000 Penalty: 3516.050781
	Iteration 64Q: 3 clusters Score -6411656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -6411660.500000 Penalty: 3516.050781
	Iteration 65Q: 3 clusters Score -6411660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -6411652.500000 Penalty: 3516.050781
	Iteration 66Q: 3 clusters Score -6411652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -6411649.000000 Penalty: 3516.050781
	Iteration 67Q: 3 clusters Score -6411649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -6411653.500000 Penalty: 3516.050781
	Iteration 68Q: 3 clusters Score -6411654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -6411655.000000 Penalty: 3516.050781
	Iteration 69Q: 3 clusters Score -6411655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -6411658.000000 Penalty: 3516.050781
	Iteration 70Q: 3 clusters Score -6411658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -6411661.500000 Penalty: 3516.050781
	Iteration 71Q: 3 clusters Score -6411662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -6411661.000000 Penalty: 3516.050781
	Iteration 72Q: 3 clusters Score -6411661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -6411661.000000 Penalty: 3516.050781
	Iteration 73F: 3 clusters Score -6411661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Entering Unmasked Estep 
Score: -5567866.500000 Penalty: 1735.003784
	Iteration 0F: 2 clusters Score -5567866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5538842.500000 Penalty: 3470.007568
	Iteration 0F: 3 clusters Score -5538842 nChanged 20190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -5550158.000000 Penalty: 3470.007568
	Iteration 1F: 3 clusters Score -5550158 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5550697.000000 Penalty: 3470.007568
	Iteration 2Q: 3 clusters Score -5550697 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5551314.500000 Penalty: 3470.007568
	Iteration 3Q: 3 clusters Score -5551314 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -5552112.500000 Penalty: 3470.007568
	Iteration 4Q: 3 clusters Score -5552112 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5553085.000000 Penalty: 3470.007568
	Iteration 5Q: 3 clusters Score -5553085 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5554586.500000 Penalty: 3470.007568
	Iteration 6F: 3 clusters Score -5554586 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5556568.500000 Penalty: 3470.007568
	Iteration 7F: 3 clusters Score -5556568 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5558784.500000 Penalty: 3470.007568
	Iteration 8F: 3 clusters Score -5558784 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -5560921.000000 Penalty: 3470.007568
	Iteration 9F: 3 clusters Score -5560921 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5562600.500000 Penalty: 3470.007568
	Iteration 10Q: 3 clusters Score -5562600 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5563808.000000 Penalty: 3470.007568
	Iteration 11Q: 3 clusters Score -5563808 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5564692.500000 Penalty: 3470.007568
	Iteration 12Q: 3 clusters Score -5564692 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5565294.000000 Penalty: 3470.007568
	Iteration 13Q: 3 clusters Score -5565294 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5565679.500000 Penalty: 3470.007568
	Iteration 14Q: 3 clusters Score -5565680 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5565916.000000 Penalty: 3470.007568
	Iteration 15Q: 3 clusters Score -5565916 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5566067.000000 Penalty: 3470.007568
	Iteration 16Q: 3 clusters Score -5566067 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5566165.500000 Penalty: 3470.007568
	Iteration 17Q: 3 clusters Score -5566166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5566221.000000 Penalty: 3470.007568
	Iteration 18Q: 3 clusters Score -5566221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5566266.000000 Penalty: 3470.007568
	Iteration 19Q: 3 clusters Score -5566266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5566287.000000 Penalty: 3470.007568
	Iteration 20F: 3 clusters Score -5566287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5566303.500000 Penalty: 3470.007568
	Iteration 21Q: 3 clusters Score -5566304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5566318.000000 Penalty: 3470.007568
	Iteration 22Q: 3 clusters Score -5566318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5566330.000000 Penalty: 3470.007568
	Iteration 23Q: 3 clusters Score -5566330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5566339.500000 Penalty: 3470.007568
	Iteration 24Q: 3 clusters Score -5566340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5566355.000000 Penalty: 3470.007568
	Iteration 25Q: 3 clusters Score -5566355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5566352.500000 Penalty: 3470.007568
	Iteration 26Q: 3 clusters Score -5566352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5566363.500000 Penalty: 3470.007568
	Iteration 27Q: 3 clusters Score -5566364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5566368.500000 Penalty: 3470.007568
	Iteration 28Q: 3 clusters Score -5566368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5566372.500000 Penalty: 3470.007568
	Iteration 29Q: 3 clusters Score -5566372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5566369.000000 Penalty: 3470.007568
	Iteration 30Q: 3 clusters Score -5566369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5566377.000000 Penalty: 3470.007568
	Iteration 31Q: 3 clusters Score -5566377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5566375.000000 Penalty: 3470.007568
	Iteration 32Q: 3 clusters Score -5566375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5566373.500000 Penalty: 3470.007568
	Iteration 33Q: 3 clusters Score -5566374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5566375.500000 Penalty: 3470.007568
	Iteration 34Q: 3 clusters Score -5566376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5566375.500000 Penalty: 3470.007568
	Iteration 35F: 3 clusters Score -5566376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -34113.914062 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -34113.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33306.203125 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -33306.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33453.929688 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -33453.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33508.531250 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -33508.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33537.535156 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -33537.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33547.605469 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -33547.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33563.460938 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -33563.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33584.796875 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -33584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33604.121094 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -33604.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33625.058594 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -33625.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33640.261719 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -33640.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33641.554688 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -33641.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33641.554688 Penalty: 1853.729370
	Iteration 11F: 3 clusters Score -33641.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Entering Unmasked Estep 
Score: -2319859.500000 Penalty: 1596.498657
	Iteration 0F: 2 clusters Score -2319860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2307161.250000 Penalty: 3192.997314
	Iteration 0F: 3 clusters Score -2307161 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2311649.250000 Penalty: 3192.997314
	Iteration 1F: 3 clusters Score -2311649 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2311951.000000 Penalty: 3192.997314
	Iteration 2F: 3 clusters Score -2311951 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2312243.250000 Penalty: 3192.997314
	Iteration 3Q: 3 clusters Score -2312243 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2312500.500000 Penalty: 3192.997314
	Iteration 4Q: 3 clusters Score -2312500 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2312753.500000 Penalty: 3192.997314
	Iteration 5Q: 3 clusters Score -2312754 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2313028.500000 Penalty: 3192.997314
	Iteration 6Q: 3 clusters Score -2313028 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2313367.250000 Penalty: 3192.997314
	Iteration 7Q: 3 clusters Score -2313367 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2313793.000000 Penalty: 3192.997314
	Iteration 8Q: 3 clusters Score -2313793 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2314342.000000 Penalty: 3192.997314
	Iteration 9Q: 3 clusters Score -2314342 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2315020.250000 Penalty: 3192.997314
	Iteration 10F: 3 clusters Score -2315020 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2315692.250000 Penalty: 3192.997314
	Iteration 11Q: 3 clusters Score -2315692 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2316262.750000 Penalty: 3192.997314
	Iteration 12Q: 3 clusters Score -2316263 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2316796.000000 Penalty: 3192.997314
	Iteration 13Q: 3 clusters Score -2316796 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2317189.500000 Penalty: 3192.997314
	Iteration 14Q: 3 clusters Score -2317190 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2317460.000000 Penalty: 3192.997314
	Iteration 15Q: 3 clusters Score -2317460 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2317665.250000 Penalty: 3192.997314
	Iteration 16Q: 3 clusters Score -2317665 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2317798.250000 Penalty: 3192.997314
	Iteration 17Q: 3 clusters Score -2317798 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2317895.500000 Penalty: 3192.997314
	Iteration 18Q: 3 clusters Score -2317896 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2317976.750000 Penalty: 3192.997314
	Iteration 19Q: 3 clusters Score -2317977 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2318036.750000 Penalty: 3192.997314
	Iteration 20F: 3 clusters Score -2318037 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2318096.750000 Penalty: 3192.997314
	Iteration 21Q: 3 clusters Score -2318097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2318130.250000 Penalty: 3192.997314
	Iteration 22Q: 3 clusters Score -2318130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2318170.750000 Penalty: 3192.997314
	Iteration 23Q: 3 clusters Score -2318171 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2318210.500000 Penalty: 3192.997314
	Iteration 24Q: 3 clusters Score -2318210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2318243.750000 Penalty: 3192.997314
	Iteration 25Q: 3 clusters Score -2318244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2318268.750000 Penalty: 3192.997314
	Iteration 26Q: 3 clusters Score -2318269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2318287.750000 Penalty: 3192.997314
	Iteration 27Q: 3 clusters Score -2318288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2318322.750000 Penalty: 3192.997314
	Iteration 28Q: 3 clusters Score -2318323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2318336.500000 Penalty: 3192.997314
	Iteration 29Q: 3 clusters Score -2318336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2318351.750000 Penalty: 3192.997314
	Iteration 30Q: 3 clusters Score -2318352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2318358.750000 Penalty: 3192.997314
	Iteration 31Q: 3 clusters Score -2318359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2318367.250000 Penalty: 3192.997314
	Iteration 32Q: 3 clusters Score -2318367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2318378.750000 Penalty: 3192.997314
	Iteration 33Q: 3 clusters Score -2318379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2318386.500000 Penalty: 3192.997314
	Iteration 34Q: 3 clusters Score -2318386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2318400.000000 Penalty: 3192.997314
	Iteration 35Q: 3 clusters Score -2318400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2318409.750000 Penalty: 3192.997314
	Iteration 36Q: 3 clusters Score -2318410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2318413.000000 Penalty: 3192.997314
	Iteration 37Q: 3 clusters Score -2318413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2318416.250000 Penalty: 3192.997314
	Iteration 38Q: 3 clusters Score -2318416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2318421.500000 Penalty: 3192.997314
	Iteration 39Q: 3 clusters Score -2318422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2318424.750000 Penalty: 3192.997314
	Iteration 40F: 3 clusters Score -2318425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2318422.500000 Penalty: 3192.997314
	Iteration 41Q: 3 clusters Score -2318422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2318425.750000 Penalty: 3192.997314
	Iteration 42Q: 3 clusters Score -2318426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2318427.500000 Penalty: 3192.997314
	Iteration 43Q: 3 clusters Score -2318428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2318429.250000 Penalty: 3192.997314
	Iteration 44Q: 3 clusters Score -2318429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2318431.000000 Penalty: 3192.997314
	Iteration 45Q: 3 clusters Score -2318431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2318431.750000 Penalty: 3192.997314
	Iteration 46Q: 3 clusters Score -2318432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2318433.250000 Penalty: 3192.997314
	Iteration 47Q: 3 clusters Score -2318433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2318436.500000 Penalty: 3192.997314
	Iteration 48Q: 3 clusters Score -2318436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2318441.250000 Penalty: 3192.997314
	Iteration 49Q: 3 clusters Score -2318441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2318443.500000 Penalty: 3192.997314
	Iteration 50Q: 3 clusters Score -2318444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2318446.000000 Penalty: 3192.997314
	Iteration 51Q: 3 clusters Score -2318446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2318442.500000 Penalty: 3192.997314
	Iteration 52Q: 3 clusters Score -2318442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2318443.750000 Penalty: 3192.997314
	Iteration 53Q: 3 clusters Score -2318444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2318443.750000 Penalty: 3192.997314
	Iteration 54F: 3 clusters Score -2318444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -414189.968750 Penalty: 1321.278076
	Iteration 0F: 2 clusters Score -414190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -411198.750000 Penalty: 2642.556152
	Iteration 0F: 3 clusters Score -411198.8 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -412024.343750 Penalty: 2642.556152
	Iteration 1F: 3 clusters Score -412024.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -412217.875000 Penalty: 2642.556152
	Iteration 2F: 3 clusters Score -412217.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -412366.156250 Penalty: 2642.556152
	Iteration 3F: 3 clusters Score -412366.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -412533.718750 Penalty: 2642.556152
	Iteration 4F: 3 clusters Score -412533.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -412732.218750 Penalty: 2642.556152
	Iteration 5F: 3 clusters Score -412732.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -412999.375000 Penalty: 2642.556152
	Iteration 6F: 3 clusters Score -412999.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -413275.437500 Penalty: 2642.556152
	Iteration 7F: 3 clusters Score -413275.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -413466.500000 Penalty: 2642.556152
	Iteration 8F: 3 clusters Score -413466.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -413586.750000 Penalty: 2642.556152
	Iteration 9Q: 3 clusters Score -413586.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -413661.656250 Penalty: 2642.556152
	Iteration 10Q: 3 clusters Score -413661.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -413722.218750 Penalty: 2642.556152
	Iteration 11Q: 3 clusters Score -413722.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -413789.468750 Penalty: 2642.556152
	Iteration 12Q: 3 clusters Score -413789.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -413852.843750 Penalty: 2642.556152
	Iteration 13Q: 3 clusters Score -413852.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -413890.687500 Penalty: 2642.556152
	Iteration 14Q: 3 clusters Score -413890.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -413924.000000 Penalty: 2642.556152
	Iteration 15Q: 3 clusters Score -413924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -413953.625000 Penalty: 2642.556152
	Iteration 16Q: 3 clusters Score -413953.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -413967.968750 Penalty: 2642.556152
	Iteration 17Q: 3 clusters Score -413968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -413977.843750 Penalty: 2642.556152
	Iteration 18Q: 3 clusters Score -413977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -413985.218750 Penalty: 2642.556152
	Iteration 19Q: 3 clusters Score -413985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -413989.750000 Penalty: 2642.556152
	Iteration 20F: 3 clusters Score -413989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -413989.937500 Penalty: 2642.556152
	Iteration 21Q: 3 clusters Score -413989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -413990.781250 Penalty: 2642.556152
	Iteration 22Q: 3 clusters Score -413990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -413990.781250 Penalty: 2642.556152
	Iteration 23F: 3 clusters Score -413990.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30174.152344 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -30174.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29306.730469 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -29306.73 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29474.419922 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -29474.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29525.691406 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -29525.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29540.113281 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -29540.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29549.574219 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -29549.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29557.220703 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -29557.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29559.273438 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -29559.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29570.480469 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -29570.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29576.162109 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -29576.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29577.679688 Penalty: 1903.828247
	Iteration 9Q: 3 clusters Score -29577.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29577.679688 Penalty: 1903.828247
	Iteration 10F: 3 clusters Score -29577.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -30651.416016 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -30651.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29788.195312 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -29788.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29931.896484 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -29931.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29997.199219 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -29997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30053.019531 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -30053.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30110.880859 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -30110.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30173.601562 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -30173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30205.246094 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -30205.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30252.443359 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -30252.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30270.115234 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -30270.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30274.597656 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -30274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30274.597656 Penalty: 1863.335938
	Iteration 10F: 3 clusters Score -30274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117221 members 
Entering Unmasked Estep 
Score: -14912965.000000 Penalty: 1896.670044
	Iteration 0F: 2 clusters Score -1.491296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -14838989.000000 Penalty: 3793.340088
	Iteration 0F: 3 clusters Score -1.483899e+07 nChanged 56325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -14872586.000000 Penalty: 3793.340088
	Iteration 1F: 3 clusters Score -1.487259e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -14874182.000000 Penalty: 3793.340088
	Iteration 2Q: 3 clusters Score -1.487418e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -14875980.000000 Penalty: 3793.340088
	Iteration 3Q: 3 clusters Score -1.487598e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -14878544.000000 Penalty: 3793.340088
	Iteration 4Q: 3 clusters Score -1.487854e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -14882386.000000 Penalty: 3793.340088
	Iteration 5F: 3 clusters Score -1.488239e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -14887385.000000 Penalty: 3793.340088
	Iteration 6F: 3 clusters Score -1.488738e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -14893258.000000 Penalty: 3793.340088
	Iteration 7F: 3 clusters Score -1.489326e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78603 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -14897963.000000 Penalty: 3793.340088
	Iteration 8F: 3 clusters Score -1.489796e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -14900571.000000 Penalty: 3793.340088
	Iteration 9Q: 3 clusters Score -1.490057e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -14901995.000000 Penalty: 3793.340088
	Iteration 10Q: 3 clusters Score -1.4902e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -14902935.000000 Penalty: 3793.340088
	Iteration 11Q: 3 clusters Score -1.490294e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88115 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -14903688.000000 Penalty: 3793.340088
	Iteration 12Q: 3 clusters Score -1.490369e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -14904364.000000 Penalty: 3793.340088
	Iteration 13Q: 3 clusters Score -1.490436e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -14904959.000000 Penalty: 3793.340088
	Iteration 14Q: 3 clusters Score -1.490496e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -14905667.000000 Penalty: 3793.340088
	Iteration 15Q: 3 clusters Score -1.490567e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -14906366.000000 Penalty: 3793.340088
	Iteration 16Q: 3 clusters Score -1.490637e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -14907159.000000 Penalty: 3793.340088
	Iteration 17Q: 3 clusters Score -1.490716e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100438 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -14907931.000000 Penalty: 3793.340088
	Iteration 18Q: 3 clusters Score -1.490793e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -14908624.000000 Penalty: 3793.340088
	Iteration 19Q: 3 clusters Score -1.490862e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -14909300.000000 Penalty: 3793.340088
	Iteration 20F: 3 clusters Score -1.49093e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -14909895.000000 Penalty: 3793.340088
	Iteration 21Q: 3 clusters Score -1.49099e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107077 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -14910356.000000 Penalty: 3793.340088
	Iteration 22Q: 3 clusters Score -1.491036e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -14910630.000000 Penalty: 3793.340088
	Iteration 23Q: 3 clusters Score -1.491063e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -14910854.000000 Penalty: 3793.340088
	Iteration 24Q: 3 clusters Score -1.491085e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -14910996.000000 Penalty: 3793.340088
	Iteration 25Q: 3 clusters Score -1.4911e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110791 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -14911056.000000 Penalty: 3793.340088
	Iteration 26Q: 3 clusters Score -1.491106e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -14911107.000000 Penalty: 3793.340088
	Iteration 27Q: 3 clusters Score -1.491111e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -14911214.000000 Penalty: 3793.340088
	Iteration 28Q: 3 clusters Score -1.491121e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112287 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -14911319.000000 Penalty: 3793.340088
	Iteration 29Q: 3 clusters Score -1.491132e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -14911406.000000 Penalty: 3793.340088
	Iteration 30Q: 3 clusters Score -1.491141e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113028 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -14911467.000000 Penalty: 3793.340088
	Iteration 31Q: 3 clusters Score -1.491147e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -14911475.000000 Penalty: 3793.340088
	Iteration 32Q: 3 clusters Score -1.491148e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113536 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -14911475.000000 Penalty: 3793.340088
	Iteration 33Q: 3 clusters Score -1.491148e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -14911504.000000 Penalty: 3793.340088
	Iteration 34Q: 3 clusters Score -1.49115e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113917 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -14911502.000000 Penalty: 3793.340088
	Iteration 35Q: 3 clusters Score -1.49115e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114079 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -14911513.000000 Penalty: 3793.340088
	Iteration 36Q: 3 clusters Score -1.491151e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -14911509.000000 Penalty: 3793.340088
	Iteration 37Q: 3 clusters Score -1.491151e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114374 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -14911518.000000 Penalty: 3793.340088
	Iteration 38Q: 3 clusters Score -1.491152e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -14911536.000000 Penalty: 3793.340088
	Iteration 39Q: 3 clusters Score -1.491154e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114590 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -14911532.000000 Penalty: 3793.340088
	Iteration 40F: 3 clusters Score -1.491153e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -14911540.000000 Penalty: 3793.340088
	Iteration 41Q: 3 clusters Score -1.491154e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114734 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -14911554.000000 Penalty: 3793.340088
	Iteration 42Q: 3 clusters Score -1.491155e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114792 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -14911591.000000 Penalty: 3793.340088
	Iteration 43Q: 3 clusters Score -1.491159e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114852 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -14911578.000000 Penalty: 3793.340088
	Iteration 44Q: 3 clusters Score -1.491158e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114900 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -14911578.000000 Penalty: 3793.340088
	Iteration 45Q: 3 clusters Score -1.491158e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114949 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -14911587.000000 Penalty: 3793.340088
	Iteration 46Q: 3 clusters Score -1.491159e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114988 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -14911595.000000 Penalty: 3793.340088
	Iteration 47Q: 3 clusters Score -1.49116e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -14911587.000000 Penalty: 3793.340088
	Iteration 48Q: 3 clusters Score -1.491159e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -14911596.000000 Penalty: 3793.340088
	Iteration 49Q: 3 clusters Score -1.49116e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -14911619.000000 Penalty: 3793.340088
	Iteration 50Q: 3 clusters Score -1.491162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115112 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -14911631.000000 Penalty: 3793.340088
	Iteration 51Q: 3 clusters Score -1.491163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115144 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -14911617.000000 Penalty: 3793.340088
	Iteration 52Q: 3 clusters Score -1.491162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -14911604.000000 Penalty: 3793.340088
	Iteration 53Q: 3 clusters Score -1.49116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115199 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -14911631.000000 Penalty: 3793.340088
	Iteration 54Q: 3 clusters Score -1.491163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -14911632.000000 Penalty: 3793.340088
	Iteration 55Q: 3 clusters Score -1.491163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115226 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -14911616.000000 Penalty: 3793.340088
	Iteration 56Q: 3 clusters Score -1.491162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -14911621.000000 Penalty: 3793.340088
	Iteration 57Q: 3 clusters Score -1.491162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -14911613.000000 Penalty: 3793.340088
	Iteration 58Q: 3 clusters Score -1.491161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115262 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -14911600.000000 Penalty: 3793.340088
	Iteration 59Q: 3 clusters Score -1.49116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115272 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -14911612.000000 Penalty: 3793.340088
	Iteration 60F: 3 clusters Score -1.491161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -14911612.000000 Penalty: 3793.340088
	Iteration 61Q: 3 clusters Score -1.491161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -14911611.000000 Penalty: 3793.340088
	Iteration 62Q: 3 clusters Score -1.491161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -14911633.000000 Penalty: 3793.340088
	Iteration 63Q: 3 clusters Score -1.491163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -14911643.000000 Penalty: 3793.340088
	Iteration 64Q: 3 clusters Score -1.491164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115323 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -14911650.000000 Penalty: 3793.340088
	Iteration 65Q: 3 clusters Score -1.491165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115331 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -14911644.000000 Penalty: 3793.340088
	Iteration 66Q: 3 clusters Score -1.491164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -14911644.000000 Penalty: 3793.340088
	Iteration 67Q: 3 clusters Score -1.491164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115348 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -14911640.000000 Penalty: 3793.340088
	Iteration 68Q: 3 clusters Score -1.491164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -14911627.000000 Penalty: 3793.340088
	Iteration 69Q: 3 clusters Score -1.491163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -14911629.000000 Penalty: 3793.340088
	Iteration 70Q: 3 clusters Score -1.491163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115369 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14911634.000000 Penalty: 3793.340088
	Iteration 71Q: 3 clusters Score -1.491163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115378 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -14911630.000000 Penalty: 3793.340088
	Iteration 72Q: 3 clusters Score -1.491163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115391 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -14911621.000000 Penalty: 3793.340088
	Iteration 73Q: 3 clusters Score -1.491162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115402 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -14911619.000000 Penalty: 3793.340088
	Iteration 74Q: 3 clusters Score -1.491162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -14911629.000000 Penalty: 3793.340088
	Iteration 75Q: 3 clusters Score -1.491163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115422 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -14911630.000000 Penalty: 3793.340088
	Iteration 76Q: 3 clusters Score -1.491163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115431 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -14911629.000000 Penalty: 3793.340088
	Iteration 77Q: 3 clusters Score -1.491163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -14911633.000000 Penalty: 3793.340088
	Iteration 78Q: 3 clusters Score -1.491163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -14911633.000000 Penalty: 3793.340088
	Iteration 79Q: 3 clusters Score -1.491163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115443 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -14911627.000000 Penalty: 3793.340088
	Iteration 80F: 3 clusters Score -1.491163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115445 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -14911637.000000 Penalty: 3793.340088
	Iteration 81Q: 3 clusters Score -1.491164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -14911629.000000 Penalty: 3793.340088
	Iteration 82Q: 3 clusters Score -1.491163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -14911632.000000 Penalty: 3793.340088
	Iteration 83Q: 3 clusters Score -1.491163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -14911628.000000 Penalty: 3793.340088
	Iteration 84Q: 3 clusters Score -1.491163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115447 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -14911632.000000 Penalty: 3793.340088
	Iteration 85Q: 3 clusters Score -1.491163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -14911637.000000 Penalty: 3793.340088
	Iteration 86Q: 3 clusters Score -1.491164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14911646.000000 Penalty: 3793.340088
	Iteration 87Q: 3 clusters Score -1.491165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115457 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -14911635.000000 Penalty: 3793.340088
	Iteration 88Q: 3 clusters Score -1.491164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -14911631.000000 Penalty: 3793.340088
	Iteration 89Q: 3 clusters Score -1.491163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115462 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -14911634.000000 Penalty: 3793.340088
	Iteration 90Q: 3 clusters Score -1.491163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115464 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -14911639.000000 Penalty: 3793.340088
	Iteration 91Q: 3 clusters Score -1.491164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115466 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -14911641.000000 Penalty: 3793.340088
	Iteration 92Q: 3 clusters Score -1.491164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115471 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -14911640.000000 Penalty: 3793.340088
	Iteration 93Q: 3 clusters Score -1.491164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115475 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -14911651.000000 Penalty: 3793.340088
	Iteration 94Q: 3 clusters Score -1.491165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115476 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -14911640.000000 Penalty: 3793.340088
	Iteration 95Q: 3 clusters Score -1.491164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115483 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -14911640.000000 Penalty: 3793.340088
	Iteration 96Q: 3 clusters Score -1.491164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115485 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -14911645.000000 Penalty: 3793.340088
	Iteration 97Q: 3 clusters Score -1.491164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -14911647.000000 Penalty: 3793.340088
	Iteration 98Q: 3 clusters Score -1.491165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -14911645.000000 Penalty: 3793.340088
	Iteration 99Q: 3 clusters Score -1.491164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115490 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14911635.000000 Penalty: 3793.340088
	Iteration 100F: 3 clusters Score -1.491164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115491 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14911643.000000 Penalty: 3793.340088
	Iteration 101Q: 3 clusters Score -1.491164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115491 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14911643.000000 Penalty: 3793.340088
	Iteration 102F: 3 clusters Score -1.491164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Entering Unmasked Estep 
Score: -5391797.000000 Penalty: 1730.391357
	Iteration 0F: 2 clusters Score -5391797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -5363628.500000 Penalty: 3460.782715
	Iteration 0F: 3 clusters Score -5363628 nChanged 19571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5374587.000000 Penalty: 3460.782715
	Iteration 1F: 3 clusters Score -5374587 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -5375202.500000 Penalty: 3460.782715
	Iteration 2Q: 3 clusters Score -5375202 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -5375956.500000 Penalty: 3460.782715
	Iteration 3Q: 3 clusters Score -5375956 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5376894.000000 Penalty: 3460.782715
	Iteration 4Q: 3 clusters Score -5376894 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5378019.000000 Penalty: 3460.782715
	Iteration 5Q: 3 clusters Score -5378019 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5379298.000000 Penalty: 3460.782715
	Iteration 6F: 3 clusters Score -5379298 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5381074.500000 Penalty: 3460.782715
	Iteration 7F: 3 clusters Score -5381074 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -5382886.000000 Penalty: 3460.782715
	Iteration 8F: 3 clusters Score -5382886 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -5384339.500000 Penalty: 3460.782715
	Iteration 9F: 3 clusters Score -5384340 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5385140.000000 Penalty: 3460.782715
	Iteration 10Q: 3 clusters Score -5385140 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5385500.000000 Penalty: 3460.782715
	Iteration 11Q: 3 clusters Score -5385500 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -5385690.500000 Penalty: 3460.782715
	Iteration 12Q: 3 clusters Score -5385690 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5385862.500000 Penalty: 3460.782715
	Iteration 13Q: 3 clusters Score -5385862 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5385972.000000 Penalty: 3460.782715
	Iteration 14Q: 3 clusters Score -5385972 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5386062.000000 Penalty: 3460.782715
	Iteration 15Q: 3 clusters Score -5386062 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -5386151.000000 Penalty: 3460.782715
	Iteration 16Q: 3 clusters Score -5386151 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5386221.000000 Penalty: 3460.782715
	Iteration 17Q: 3 clusters Score -5386221 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5386320.000000 Penalty: 3460.782715
	Iteration 18Q: 3 clusters Score -5386320 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -5386393.500000 Penalty: 3460.782715
	Iteration 19Q: 3 clusters Score -5386394 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5386439.000000 Penalty: 3460.782715
	Iteration 20F: 3 clusters Score -5386439 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -5386511.000000 Penalty: 3460.782715
	Iteration 21Q: 3 clusters Score -5386511 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5386536.500000 Penalty: 3460.782715
	Iteration 22Q: 3 clusters Score -5386536 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -5386566.500000 Penalty: 3460.782715
	Iteration 23Q: 3 clusters Score -5386566 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -5386613.000000 Penalty: 3460.782715
	Iteration 24Q: 3 clusters Score -5386613 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -5386675.000000 Penalty: 3460.782715
	Iteration 25Q: 3 clusters Score -5386675 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -5386713.000000 Penalty: 3460.782715
	Iteration 26Q: 3 clusters Score -5386713 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -5386730.000000 Penalty: 3460.782715
	Iteration 27Q: 3 clusters Score -5386730 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5386743.500000 Penalty: 3460.782715
	Iteration 28Q: 3 clusters Score -5386744 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -5386798.500000 Penalty: 3460.782715
	Iteration 29Q: 3 clusters Score -5386798 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5386819.500000 Penalty: 3460.782715
	Iteration 30Q: 3 clusters Score -5386820 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -5386869.500000 Penalty: 3460.782715
	Iteration 31Q: 3 clusters Score -5386870 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -5386935.000000 Penalty: 3460.782715
	Iteration 32Q: 3 clusters Score -5386935 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5386994.000000 Penalty: 3460.782715
	Iteration 33Q: 3 clusters Score -5386994 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -5387025.000000 Penalty: 3460.782715
	Iteration 34Q: 3 clusters Score -5387025 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -5387062.500000 Penalty: 3460.782715
	Iteration 35Q: 3 clusters Score -5387062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -5387082.000000 Penalty: 3460.782715
	Iteration 36Q: 3 clusters Score -5387082 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -5387106.500000 Penalty: 3460.782715
	Iteration 37Q: 3 clusters Score -5387106 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -5387142.000000 Penalty: 3460.782715
	Iteration 38Q: 3 clusters Score -5387142 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5387172.500000 Penalty: 3460.782715
	Iteration 39Q: 3 clusters Score -5387172 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -5387191.500000 Penalty: 3460.782715
	Iteration 40F: 3 clusters Score -5387192 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -5387259.000000 Penalty: 3460.782715
	Iteration 41Q: 3 clusters Score -5387259 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -5387309.000000 Penalty: 3460.782715
	Iteration 42Q: 3 clusters Score -5387309 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -5387343.000000 Penalty: 3460.782715
	Iteration 43Q: 3 clusters Score -5387343 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -5387403.500000 Penalty: 3460.782715
	Iteration 44Q: 3 clusters Score -5387404 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -5387436.000000 Penalty: 3460.782715
	Iteration 45Q: 3 clusters Score -5387436 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5387472.000000 Penalty: 3460.782715
	Iteration 46Q: 3 clusters Score -5387472 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -5387492.500000 Penalty: 3460.782715
	Iteration 47Q: 3 clusters Score -5387492 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -5387543.500000 Penalty: 3460.782715
	Iteration 48Q: 3 clusters Score -5387544 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -5387588.500000 Penalty: 3460.782715
	Iteration 49Q: 3 clusters Score -5387588 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -5387671.500000 Penalty: 3460.782715
	Iteration 50Q: 3 clusters Score -5387672 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5387774.000000 Penalty: 3460.782715
	Iteration 51Q: 3 clusters Score -5387774 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5387852.500000 Penalty: 3460.782715
	Iteration 52Q: 3 clusters Score -5387852 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -5387955.500000 Penalty: 3460.782715
	Iteration 53Q: 3 clusters Score -5387956 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5388027.000000 Penalty: 3460.782715
	Iteration 54Q: 3 clusters Score -5388027 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -5388114.000000 Penalty: 3460.782715
	Iteration 55Q: 3 clusters Score -5388114 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -5388217.500000 Penalty: 3460.782715
	Iteration 56Q: 3 clusters Score -5388218 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -5388300.500000 Penalty: 3460.782715
	Iteration 57Q: 3 clusters Score -5388300 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5388376.500000 Penalty: 3460.782715
	Iteration 58Q: 3 clusters Score -5388376 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -5388494.000000 Penalty: 3460.782715
	Iteration 59Q: 3 clusters Score -5388494 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -5388584.500000 Penalty: 3460.782715
	Iteration 60F: 3 clusters Score -5388584 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5388675.500000 Penalty: 3460.782715
	Iteration 61Q: 3 clusters Score -5388676 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -5388764.000000 Penalty: 3460.782715
	Iteration 62Q: 3 clusters Score -5388764 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -5388825.000000 Penalty: 3460.782715
	Iteration 63Q: 3 clusters Score -5388825 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -5388913.000000 Penalty: 3460.782715
	Iteration 64Q: 3 clusters Score -5388913 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -5388999.500000 Penalty: 3460.782715
	Iteration 65Q: 3 clusters Score -5389000 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -5389066.500000 Penalty: 3460.782715
	Iteration 66Q: 3 clusters Score -5389066 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -5389132.500000 Penalty: 3460.782715
	Iteration 67Q: 3 clusters Score -5389132 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -5389188.500000 Penalty: 3460.782715
	Iteration 68Q: 3 clusters Score -5389188 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -5389248.500000 Penalty: 3460.782715
	Iteration 69Q: 3 clusters Score -5389248 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -5389335.000000 Penalty: 3460.782715
	Iteration 70Q: 3 clusters Score -5389335 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5389379.500000 Penalty: 3460.782715
	Iteration 71Q: 3 clusters Score -5389380 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -5389471.500000 Penalty: 3460.782715
	Iteration 72Q: 3 clusters Score -5389472 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -5389545.000000 Penalty: 3460.782715
	Iteration 73Q: 3 clusters Score -5389545 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -5389624.500000 Penalty: 3460.782715
	Iteration 74Q: 3 clusters Score -5389624 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -5389690.000000 Penalty: 3460.782715
	Iteration 75Q: 3 clusters Score -5389690 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5389756.500000 Penalty: 3460.782715
	Iteration 76Q: 3 clusters Score -5389756 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -5389811.500000 Penalty: 3460.782715
	Iteration 77Q: 3 clusters Score -5389812 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -5389885.500000 Penalty: 3460.782715
	Iteration 78Q: 3 clusters Score -5389886 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -5389959.500000 Penalty: 3460.782715
	Iteration 79Q: 3 clusters Score -5389960 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -5390005.500000 Penalty: 3460.782715
	Iteration 80F: 3 clusters Score -5390006 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -5390048.000000 Penalty: 3460.782715
	Iteration 81Q: 3 clusters Score -5390048 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -5390085.500000 Penalty: 3460.782715
	Iteration 82Q: 3 clusters Score -5390086 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5390117.500000 Penalty: 3460.782715
	Iteration 83Q: 3 clusters Score -5390118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5390161.500000 Penalty: 3460.782715
	Iteration 84Q: 3 clusters Score -5390162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5390195.000000 Penalty: 3460.782715
	Iteration 85Q: 3 clusters Score -5390195 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5390232.000000 Penalty: 3460.782715
	Iteration 86Q: 3 clusters Score -5390232 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5390295.500000 Penalty: 3460.782715
	Iteration 87Q: 3 clusters Score -5390296 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5390338.000000 Penalty: 3460.782715
	Iteration 88Q: 3 clusters Score -5390338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5390373.000000 Penalty: 3460.782715
	Iteration 89Q: 3 clusters Score -5390373 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5390400.000000 Penalty: 3460.782715
	Iteration 90Q: 3 clusters Score -5390400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5390426.500000 Penalty: 3460.782715
	Iteration 91Q: 3 clusters Score -5390426 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5390431.000000 Penalty: 3460.782715
	Iteration 92Q: 3 clusters Score -5390431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5390455.500000 Penalty: 3460.782715
	Iteration 93Q: 3 clusters Score -5390456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5390489.000000 Penalty: 3460.782715
	Iteration 94Q: 3 clusters Score -5390489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5390508.000000 Penalty: 3460.782715
	Iteration 95Q: 3 clusters Score -5390508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5390525.000000 Penalty: 3460.782715
	Iteration 96Q: 3 clusters Score -5390525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5390548.500000 Penalty: 3460.782715
	Iteration 97Q: 3 clusters Score -5390548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5390550.000000 Penalty: 3460.782715
	Iteration 98Q: 3 clusters Score -5390550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5390549.000000 Penalty: 3460.782715
	Iteration 99Q: 3 clusters Score -5390549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5390557.000000 Penalty: 3460.782715
	Iteration 100F: 3 clusters Score -5390557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5390577.000000 Penalty: 3460.782715
	Iteration 101Q: 3 clusters Score -5390577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5390579.500000 Penalty: 3460.782715
	Iteration 102Q: 3 clusters Score -5390580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5390588.000000 Penalty: 3460.782715
	Iteration 103Q: 3 clusters Score -5390588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5390594.500000 Penalty: 3460.782715
	Iteration 104Q: 3 clusters Score -5390594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5390596.000000 Penalty: 3460.782715
	Iteration 105Q: 3 clusters Score -5390596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5390604.500000 Penalty: 3460.782715
	Iteration 106Q: 3 clusters Score -5390604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5390598.500000 Penalty: 3460.782715
	Iteration 107Q: 3 clusters Score -5390598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5390603.000000 Penalty: 3460.782715
	Iteration 108Q: 3 clusters Score -5390603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5390598.000000 Penalty: 3460.782715
	Iteration 109Q: 3 clusters Score -5390598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5390591.500000 Penalty: 3460.782715
	Iteration 110Q: 3 clusters Score -5390592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5390590.500000 Penalty: 3460.782715
	Iteration 111Q: 3 clusters Score -5390590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5390590.500000 Penalty: 3460.782715
	Iteration 112F: 3 clusters Score -5390590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -988733.562500 Penalty: 1456.804565
	Iteration 0F: 2 clusters Score -988733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -982939.812500 Penalty: 2913.609131
	Iteration 0F: 3 clusters Score -982939.8 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -984760.375000 Penalty: 2913.609131
	Iteration 1F: 3 clusters Score -984760.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -985015.062500 Penalty: 2913.609131
	Iteration 2F: 3 clusters Score -985015.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -985222.750000 Penalty: 2913.609131
	Iteration 3Q: 3 clusters Score -985222.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -985408.687500 Penalty: 2913.609131
	Iteration 4Q: 3 clusters Score -985408.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -985607.937500 Penalty: 2913.609131
	Iteration 5Q: 3 clusters Score -985607.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -985812.937500 Penalty: 2913.609131
	Iteration 6Q: 3 clusters Score -985812.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -986032.000000 Penalty: 2913.609131
	Iteration 7Q: 3 clusters Score -986032 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -986269.937500 Penalty: 2913.609131
	Iteration 8Q: 3 clusters Score -986269.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -986494.125000 Penalty: 2913.609131
	Iteration 9Q: 3 clusters Score -986494.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -986694.312500 Penalty: 2913.609131
	Iteration 10Q: 3 clusters Score -986694.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -986846.875000 Penalty: 2913.609131
	Iteration 11Q: 3 clusters Score -986846.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -986968.562500 Penalty: 2913.609131
	Iteration 12Q: 3 clusters Score -986968.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -987063.437500 Penalty: 2913.609131
	Iteration 13Q: 3 clusters Score -987063.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -987133.625000 Penalty: 2913.609131
	Iteration 14Q: 3 clusters Score -987133.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -987184.062500 Penalty: 2913.609131
	Iteration 15Q: 3 clusters Score -987184.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -987220.250000 Penalty: 2913.609131
	Iteration 16Q: 3 clusters Score -987220.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -987253.500000 Penalty: 2913.609131
	Iteration 17Q: 3 clusters Score -987253.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -987277.312500 Penalty: 2913.609131
	Iteration 18Q: 3 clusters Score -987277.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -987302.625000 Penalty: 2913.609131
	Iteration 19Q: 3 clusters Score -987302.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -987322.375000 Penalty: 2913.609131
	Iteration 20F: 3 clusters Score -987322.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -987350.812500 Penalty: 2913.609131
	Iteration 21Q: 3 clusters Score -987350.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -987365.562500 Penalty: 2913.609131
	Iteration 22Q: 3 clusters Score -987365.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -987384.375000 Penalty: 2913.609131
	Iteration 23Q: 3 clusters Score -987384.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -987392.937500 Penalty: 2913.609131
	Iteration 24Q: 3 clusters Score -987392.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -987400.875000 Penalty: 2913.609131
	Iteration 25Q: 3 clusters Score -987400.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -987407.500000 Penalty: 2913.609131
	Iteration 26Q: 3 clusters Score -987407.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -987416.250000 Penalty: 2913.609131
	Iteration 27Q: 3 clusters Score -987416.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -987426.375000 Penalty: 2913.609131
	Iteration 28Q: 3 clusters Score -987426.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -987436.937500 Penalty: 2913.609131
	Iteration 29Q: 3 clusters Score -987436.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -987446.312500 Penalty: 2913.609131
	Iteration 30Q: 3 clusters Score -987446.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -987454.062500 Penalty: 2913.609131
	Iteration 31Q: 3 clusters Score -987454.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -987465.687500 Penalty: 2913.609131
	Iteration 32Q: 3 clusters Score -987465.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -987472.625000 Penalty: 2913.609131
	Iteration 33Q: 3 clusters Score -987472.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -987478.625000 Penalty: 2913.609131
	Iteration 34Q: 3 clusters Score -987478.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -987482.437500 Penalty: 2913.609131
	Iteration 35Q: 3 clusters Score -987482.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -987490.187500 Penalty: 2913.609131
	Iteration 36Q: 3 clusters Score -987490.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -987491.875000 Penalty: 2913.609131
	Iteration 37Q: 3 clusters Score -987491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -987492.875000 Penalty: 2913.609131
	Iteration 38Q: 3 clusters Score -987492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -987499.250000 Penalty: 2913.609131
	Iteration 39Q: 3 clusters Score -987499.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -987504.187500 Penalty: 2913.609131
	Iteration 40F: 3 clusters Score -987504.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -987510.937500 Penalty: 2913.609131
	Iteration 41Q: 3 clusters Score -987510.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -987521.625000 Penalty: 2913.609131
	Iteration 42Q: 3 clusters Score -987521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -987522.125000 Penalty: 2913.609131
	Iteration 43Q: 3 clusters Score -987522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -987522.375000 Penalty: 2913.609131
	Iteration 44Q: 3 clusters Score -987522.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -987525.937500 Penalty: 2913.609131
	Iteration 45Q: 3 clusters Score -987525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -987524.937500 Penalty: 2913.609131
	Iteration 46Q: 3 clusters Score -987524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -987526.125000 Penalty: 2913.609131
	Iteration 47Q: 3 clusters Score -987526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -987525.375000 Penalty: 2913.609131
	Iteration 48Q: 3 clusters Score -987525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -987525.375000 Penalty: 2913.609131
	Iteration 49F: 3 clusters Score -987525.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Entering Unmasked Estep 
Score: -5792786.000000 Penalty: 1741.352783
	Iteration 0F: 2 clusters Score -5792786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -5762381.000000 Penalty: 3482.705566
	Iteration 0F: 3 clusters Score -5762381 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -5774650.500000 Penalty: 3482.705566
	Iteration 1F: 3 clusters Score -5774650 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -5775399.000000 Penalty: 3482.705566
	Iteration 2Q: 3 clusters Score -5775399 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -5776358.500000 Penalty: 3482.705566
	Iteration 3Q: 3 clusters Score -5776358 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -5777686.500000 Penalty: 3482.705566
	Iteration 4F: 3 clusters Score -5777686 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -5779240.000000 Penalty: 3482.705566
	Iteration 5F: 3 clusters Score -5779240 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -5781024.000000 Penalty: 3482.705566
	Iteration 6F: 3 clusters Score -5781024 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -5782919.000000 Penalty: 3482.705566
	Iteration 7F: 3 clusters Score -5782919 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -5784570.500000 Penalty: 3482.705566
	Iteration 8F: 3 clusters Score -5784570 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -5785781.000000 Penalty: 3482.705566
	Iteration 9Q: 3 clusters Score -5785781 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -5786476.000000 Penalty: 3482.705566
	Iteration 10Q: 3 clusters Score -5786476 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -5786865.000000 Penalty: 3482.705566
	Iteration 11Q: 3 clusters Score -5786865 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -5787066.000000 Penalty: 3482.705566
	Iteration 12Q: 3 clusters Score -5787066 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -5787221.000000 Penalty: 3482.705566
	Iteration 13Q: 3 clusters Score -5787221 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -5787354.000000 Penalty: 3482.705566
	Iteration 14Q: 3 clusters Score -5787354 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -5787538.500000 Penalty: 3482.705566
	Iteration 15Q: 3 clusters Score -5787538 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -5787673.500000 Penalty: 3482.705566
	Iteration 16Q: 3 clusters Score -5787674 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -5787834.500000 Penalty: 3482.705566
	Iteration 17Q: 3 clusters Score -5787834 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5787957.000000 Penalty: 3482.705566
	Iteration 18Q: 3 clusters Score -5787957 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -5788105.000000 Penalty: 3482.705566
	Iteration 19Q: 3 clusters Score -5788105 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -5788222.000000 Penalty: 3482.705566
	Iteration 20F: 3 clusters Score -5788222 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5788356.000000 Penalty: 3482.705566
	Iteration 21Q: 3 clusters Score -5788356 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -5788445.000000 Penalty: 3482.705566
	Iteration 22Q: 3 clusters Score -5788445 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -5788548.500000 Penalty: 3482.705566
	Iteration 23Q: 3 clusters Score -5788548 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5788631.000000 Penalty: 3482.705566
	Iteration 24Q: 3 clusters Score -5788631 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -5788705.000000 Penalty: 3482.705566
	Iteration 25Q: 3 clusters Score -5788705 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -5788830.500000 Penalty: 3482.705566
	Iteration 26Q: 3 clusters Score -5788830 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -5788929.500000 Penalty: 3482.705566
	Iteration 27Q: 3 clusters Score -5788930 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5789031.000000 Penalty: 3482.705566
	Iteration 28Q: 3 clusters Score -5789031 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -5789134.500000 Penalty: 3482.705566
	Iteration 29Q: 3 clusters Score -5789134 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5789264.500000 Penalty: 3482.705566
	Iteration 30Q: 3 clusters Score -5789264 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -5789376.500000 Penalty: 3482.705566
	Iteration 31Q: 3 clusters Score -5789376 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5789476.000000 Penalty: 3482.705566
	Iteration 32Q: 3 clusters Score -5789476 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5789629.500000 Penalty: 3482.705566
	Iteration 33Q: 3 clusters Score -5789630 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -5789757.500000 Penalty: 3482.705566
	Iteration 34Q: 3 clusters Score -5789758 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5789905.000000 Penalty: 3482.705566
	Iteration 35Q: 3 clusters Score -5789905 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -5789983.000000 Penalty: 3482.705566
	Iteration 36Q: 3 clusters Score -5789983 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -5790116.500000 Penalty: 3482.705566
	Iteration 37Q: 3 clusters Score -5790116 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5790246.500000 Penalty: 3482.705566
	Iteration 38Q: 3 clusters Score -5790246 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -5790360.000000 Penalty: 3482.705566
	Iteration 39Q: 3 clusters Score -5790360 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -5790482.500000 Penalty: 3482.705566
	Iteration 40F: 3 clusters Score -5790482 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -5790574.500000 Penalty: 3482.705566
	Iteration 41Q: 3 clusters Score -5790574 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -5790662.000000 Penalty: 3482.705566
	Iteration 42Q: 3 clusters Score -5790662 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -5790745.500000 Penalty: 3482.705566
	Iteration 43Q: 3 clusters Score -5790746 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -5790807.000000 Penalty: 3482.705566
	Iteration 44Q: 3 clusters Score -5790807 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -5790870.500000 Penalty: 3482.705566
	Iteration 45Q: 3 clusters Score -5790870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5790920.500000 Penalty: 3482.705566
	Iteration 46Q: 3 clusters Score -5790920 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -5790960.500000 Penalty: 3482.705566
	Iteration 47Q: 3 clusters Score -5790960 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5791013.000000 Penalty: 3482.705566
	Iteration 48Q: 3 clusters Score -5791013 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5791055.500000 Penalty: 3482.705566
	Iteration 49Q: 3 clusters Score -5791056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5791102.500000 Penalty: 3482.705566
	Iteration 50Q: 3 clusters Score -5791102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -5791131.500000 Penalty: 3482.705566
	Iteration 51Q: 3 clusters Score -5791132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5791159.500000 Penalty: 3482.705566
	Iteration 52Q: 3 clusters Score -5791160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5791195.000000 Penalty: 3482.705566
	Iteration 53Q: 3 clusters Score -5791195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -5791220.500000 Penalty: 3482.705566
	Iteration 54Q: 3 clusters Score -5791220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -5791245.000000 Penalty: 3482.705566
	Iteration 55Q: 3 clusters Score -5791245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -5791258.500000 Penalty: 3482.705566
	Iteration 56Q: 3 clusters Score -5791258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -5791283.000000 Penalty: 3482.705566
	Iteration 57Q: 3 clusters Score -5791283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -5791299.000000 Penalty: 3482.705566
	Iteration 58Q: 3 clusters Score -5791299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -5791305.000000 Penalty: 3482.705566
	Iteration 59Q: 3 clusters Score -5791305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -5791305.000000 Penalty: 3482.705566
	Iteration 60F: 3 clusters Score -5791305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -5791303.500000 Penalty: 3482.705566
	Iteration 61Q: 3 clusters Score -5791304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5791314.500000 Penalty: 3482.705566
	Iteration 62Q: 3 clusters Score -5791314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5791324.500000 Penalty: 3482.705566
	Iteration 63Q: 3 clusters Score -5791324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -5791321.500000 Penalty: 3482.705566
	Iteration 64Q: 3 clusters Score -5791322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -5791321.500000 Penalty: 3482.705566
	Iteration 65Q: 3 clusters Score -5791322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5791318.500000 Penalty: 3482.705566
	Iteration 66Q: 3 clusters Score -5791318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -5791319.000000 Penalty: 3482.705566
	Iteration 67Q: 3 clusters Score -5791319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -5791324.000000 Penalty: 3482.705566
	Iteration 68Q: 3 clusters Score -5791324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -5791316.500000 Penalty: 3482.705566
	Iteration 69Q: 3 clusters Score -5791316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -5791321.000000 Penalty: 3482.705566
	Iteration 70Q: 3 clusters Score -5791321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -5791327.000000 Penalty: 3482.705566
	Iteration 71Q: 3 clusters Score -5791327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -5791333.500000 Penalty: 3482.705566
	Iteration 72Q: 3 clusters Score -5791334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -5791342.000000 Penalty: 3482.705566
	Iteration 73Q: 3 clusters Score -5791342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -5791340.000000 Penalty: 3482.705566
	Iteration 74Q: 3 clusters Score -5791340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5791343.500000 Penalty: 3482.705566
	Iteration 75Q: 3 clusters Score -5791344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -5791350.000000 Penalty: 3482.705566
	Iteration 76Q: 3 clusters Score -5791350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -5791351.500000 Penalty: 3482.705566
	Iteration 77Q: 3 clusters Score -5791352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -5791349.500000 Penalty: 3482.705566
	Iteration 78Q: 3 clusters Score -5791350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -5791356.000000 Penalty: 3482.705566
	Iteration 79Q: 3 clusters Score -5791356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -5791354.000000 Penalty: 3482.705566
	Iteration 80F: 3 clusters Score -5791354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -5791356.000000 Penalty: 3482.705566
	Iteration 81Q: 3 clusters Score -5791356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -5791359.000000 Penalty: 3482.705566
	Iteration 82Q: 3 clusters Score -5791359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5791357.000000 Penalty: 3482.705566
	Iteration 83Q: 3 clusters Score -5791357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -5791359.500000 Penalty: 3482.705566
	Iteration 84Q: 3 clusters Score -5791360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -5791361.500000 Penalty: 3482.705566
	Iteration 85Q: 3 clusters Score -5791362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -5791360.000000 Penalty: 3482.705566
	Iteration 86Q: 3 clusters Score -5791360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -5791360.000000 Penalty: 3482.705566
	Iteration 87F: 3 clusters Score -5791360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Entering Unmasked Estep 
Score: -13878476.000000 Penalty: 1882.116455
	Iteration 0F: 2 clusters Score -1.387848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -13814120.000000 Penalty: 3764.232910
	Iteration 0F: 3 clusters Score -1.381412e+07 nChanged 51378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -13843719.000000 Penalty: 3764.232910
	Iteration 1F: 3 clusters Score -1.384372e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -13844639.000000 Penalty: 3764.232910
	Iteration 2Q: 3 clusters Score -1.384464e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -13846206.000000 Penalty: 3764.232910
	Iteration 3Q: 3 clusters Score -1.384621e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -13848709.000000 Penalty: 3764.232910
	Iteration 4F: 3 clusters Score -1.384871e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -13852671.000000 Penalty: 3764.232910
	Iteration 5F: 3 clusters Score -1.385267e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 81959 members 
Entering Unmasked Estep 
Score: -13858271.000000 Penalty: 3764.232910
	Iteration 6F: 3 clusters Score -1.385827e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -13864205.000000 Penalty: 3764.232910
	Iteration 7F: 3 clusters Score -1.38642e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -13868570.000000 Penalty: 3764.232910
	Iteration 8F: 3 clusters Score -1.386857e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -13871332.000000 Penalty: 3764.232910
	Iteration 9Q: 3 clusters Score -1.387133e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -13873864.000000 Penalty: 3764.232910
	Iteration 10Q: 3 clusters Score -1.387386e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -13875364.000000 Penalty: 3764.232910
	Iteration 11Q: 3 clusters Score -1.387536e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -13876140.000000 Penalty: 3764.232910
	Iteration 12Q: 3 clusters Score -1.387614e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -13876560.000000 Penalty: 3764.232910
	Iteration 13Q: 3 clusters Score -1.387656e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 106158 members 
Entering Unmasked Estep 
Score: -13876803.000000 Penalty: 3764.232910
	Iteration 14Q: 3 clusters Score -1.38768e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -13876952.000000 Penalty: 3764.232910
	Iteration 15Q: 3 clusters Score -1.387695e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 106475 members 
Entering Unmasked Estep 
Score: -13877032.000000 Penalty: 3764.232910
	Iteration 16Q: 3 clusters Score -1.387703e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -13877059.000000 Penalty: 3764.232910
	Iteration 17Q: 3 clusters Score -1.387706e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 106578 members 
Entering Unmasked Estep 
Score: -13877077.000000 Penalty: 3764.232910
	Iteration 18Q: 3 clusters Score -1.387708e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -13877087.000000 Penalty: 3764.232910
	Iteration 19Q: 3 clusters Score -1.387709e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -13877106.000000 Penalty: 3764.232910
	Iteration 20F: 3 clusters Score -1.387711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -13877098.000000 Penalty: 3764.232910
	Iteration 21Q: 3 clusters Score -1.38771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 106628 members 
Entering Unmasked Estep 
Score: -13877092.000000 Penalty: 3764.232910
	Iteration 22Q: 3 clusters Score -1.387709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
Score: -13877096.000000 Penalty: 3764.232910
	Iteration 23Q: 3 clusters Score -1.38771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 106621 members 
Entering Unmasked Estep 
Score: -13877108.000000 Penalty: 3764.232910
	Iteration 24Q: 3 clusters Score -1.387711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -13877106.000000 Penalty: 3764.232910
	Iteration 25Q: 3 clusters Score -1.387711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 106615 members 
Entering Unmasked Estep 
Score: -13877117.000000 Penalty: 3764.232910
	Iteration 26Q: 3 clusters Score -1.387712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -13877115.000000 Penalty: 3764.232910
	Iteration 27Q: 3 clusters Score -1.387712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -13877124.000000 Penalty: 3764.232910
	Iteration 28Q: 3 clusters Score -1.387712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -13877124.000000 Penalty: 3764.232910
	Iteration 29F: 3 clusters Score -1.387712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Entering Unmasked Estep 
Score: -3313415.000000 Penalty: 1651.794678
	Iteration 0F: 2 clusters Score -3313415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3295886.000000 Penalty: 3303.589355
	Iteration 0F: 3 clusters Score -3295886 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3302319.750000 Penalty: 3303.589355
	Iteration 1F: 3 clusters Score -3302320 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3302727.750000 Penalty: 3303.589355
	Iteration 2Q: 3 clusters Score -3302728 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3303200.000000 Penalty: 3303.589355
	Iteration 3Q: 3 clusters Score -3303200 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3303761.750000 Penalty: 3303.589355
	Iteration 4Q: 3 clusters Score -3303762 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3304420.500000 Penalty: 3303.589355
	Iteration 5F: 3 clusters Score -3304420 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3305108.000000 Penalty: 3303.589355
	Iteration 6F: 3 clusters Score -3305108 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3305874.500000 Penalty: 3303.589355
	Iteration 7F: 3 clusters Score -3305874 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3306672.250000 Penalty: 3303.589355
	Iteration 8F: 3 clusters Score -3306672 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3307524.500000 Penalty: 3303.589355
	Iteration 9F: 3 clusters Score -3307524 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3308226.250000 Penalty: 3303.589355
	Iteration 10Q: 3 clusters Score -3308226 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3308673.500000 Penalty: 3303.589355
	Iteration 11Q: 3 clusters Score -3308674 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3308897.750000 Penalty: 3303.589355
	Iteration 12Q: 3 clusters Score -3308898 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3309033.750000 Penalty: 3303.589355
	Iteration 13Q: 3 clusters Score -3309034 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3309155.500000 Penalty: 3303.589355
	Iteration 14Q: 3 clusters Score -3309156 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3309275.250000 Penalty: 3303.589355
	Iteration 15Q: 3 clusters Score -3309275 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -3309437.500000 Penalty: 3303.589355
	Iteration 16Q: 3 clusters Score -3309438 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3309600.000000 Penalty: 3303.589355
	Iteration 17Q: 3 clusters Score -3309600 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3309763.500000 Penalty: 3303.589355
	Iteration 18Q: 3 clusters Score -3309764 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3309964.000000 Penalty: 3303.589355
	Iteration 19Q: 3 clusters Score -3309964 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3310115.750000 Penalty: 3303.589355
	Iteration 20F: 3 clusters Score -3310116 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3310285.500000 Penalty: 3303.589355
	Iteration 21Q: 3 clusters Score -3310286 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3310451.250000 Penalty: 3303.589355
	Iteration 22Q: 3 clusters Score -3310451 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3310564.000000 Penalty: 3303.589355
	Iteration 23Q: 3 clusters Score -3310564 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3310690.250000 Penalty: 3303.589355
	Iteration 24Q: 3 clusters Score -3310690 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3310808.750000 Penalty: 3303.589355
	Iteration 25Q: 3 clusters Score -3310809 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3310918.750000 Penalty: 3303.589355
	Iteration 26Q: 3 clusters Score -3310919 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3311042.750000 Penalty: 3303.589355
	Iteration 27Q: 3 clusters Score -3311043 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -3311117.000000 Penalty: 3303.589355
	Iteration 28Q: 3 clusters Score -3311117 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3311205.250000 Penalty: 3303.589355
	Iteration 29Q: 3 clusters Score -3311205 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3311281.500000 Penalty: 3303.589355
	Iteration 30Q: 3 clusters Score -3311282 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3311347.750000 Penalty: 3303.589355
	Iteration 31Q: 3 clusters Score -3311348 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3311409.250000 Penalty: 3303.589355
	Iteration 32Q: 3 clusters Score -3311409 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3311459.500000 Penalty: 3303.589355
	Iteration 33Q: 3 clusters Score -3311460 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3311525.250000 Penalty: 3303.589355
	Iteration 34Q: 3 clusters Score -3311525 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3311563.000000 Penalty: 3303.589355
	Iteration 35Q: 3 clusters Score -3311563 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3311615.250000 Penalty: 3303.589355
	Iteration 36Q: 3 clusters Score -3311615 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3311673.250000 Penalty: 3303.589355
	Iteration 37Q: 3 clusters Score -3311673 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3311729.750000 Penalty: 3303.589355
	Iteration 38Q: 3 clusters Score -3311730 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3311767.000000 Penalty: 3303.589355
	Iteration 39Q: 3 clusters Score -3311767 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3311805.500000 Penalty: 3303.589355
	Iteration 40F: 3 clusters Score -3311806 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3311860.000000 Penalty: 3303.589355
	Iteration 41Q: 3 clusters Score -3311860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3311894.500000 Penalty: 3303.589355
	Iteration 42Q: 3 clusters Score -3311894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3311919.500000 Penalty: 3303.589355
	Iteration 43Q: 3 clusters Score -3311920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3311937.500000 Penalty: 3303.589355
	Iteration 44Q: 3 clusters Score -3311938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3311965.500000 Penalty: 3303.589355
	Iteration 45Q: 3 clusters Score -3311966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3312002.750000 Penalty: 3303.589355
	Iteration 46Q: 3 clusters Score -3312003 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -3312029.500000 Penalty: 3303.589355
	Iteration 47Q: 3 clusters Score -3312030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3312049.750000 Penalty: 3303.589355
	Iteration 48Q: 3 clusters Score -3312050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3312067.500000 Penalty: 3303.589355
	Iteration 49Q: 3 clusters Score -3312068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3312080.000000 Penalty: 3303.589355
	Iteration 50Q: 3 clusters Score -3312080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3312097.500000 Penalty: 3303.589355
	Iteration 51Q: 3 clusters Score -3312098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3312106.750000 Penalty: 3303.589355
	Iteration 52Q: 3 clusters Score -3312107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3312123.250000 Penalty: 3303.589355
	Iteration 53Q: 3 clusters Score -3312123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3312121.500000 Penalty: 3303.589355
	Iteration 54Q: 3 clusters Score -3312122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3312121.250000 Penalty: 3303.589355
	Iteration 55Q: 3 clusters Score -3312121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3312121.000000 Penalty: 3303.589355
	Iteration 56Q: 3 clusters Score -3312121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3312126.000000 Penalty: 3303.589355
	Iteration 57Q: 3 clusters Score -3312126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3312130.500000 Penalty: 3303.589355
	Iteration 58Q: 3 clusters Score -3312130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3312131.000000 Penalty: 3303.589355
	Iteration 59Q: 3 clusters Score -3312131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3312138.000000 Penalty: 3303.589355
	Iteration 60F: 3 clusters Score -3312138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3312140.250000 Penalty: 3303.589355
	Iteration 61Q: 3 clusters Score -3312140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3312148.250000 Penalty: 3303.589355
	Iteration 62Q: 3 clusters Score -3312148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3312158.000000 Penalty: 3303.589355
	Iteration 63Q: 3 clusters Score -3312158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3312171.750000 Penalty: 3303.589355
	Iteration 64Q: 3 clusters Score -3312172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3312178.250000 Penalty: 3303.589355
	Iteration 65Q: 3 clusters Score -3312178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3312183.500000 Penalty: 3303.589355
	Iteration 66Q: 3 clusters Score -3312184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3312183.750000 Penalty: 3303.589355
	Iteration 67Q: 3 clusters Score -3312184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3312197.500000 Penalty: 3303.589355
	Iteration 68Q: 3 clusters Score -3312198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3312195.250000 Penalty: 3303.589355
	Iteration 69Q: 3 clusters Score -3312195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3312198.500000 Penalty: 3303.589355
	Iteration 70Q: 3 clusters Score -3312198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3312203.750000 Penalty: 3303.589355
	Iteration 71Q: 3 clusters Score -3312204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3312209.250000 Penalty: 3303.589355
	Iteration 72Q: 3 clusters Score -3312209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3312207.500000 Penalty: 3303.589355
	Iteration 73Q: 3 clusters Score -3312208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3312207.500000 Penalty: 3303.589355
	Iteration 74Q: 3 clusters Score -3312208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3312207.000000 Penalty: 3303.589355
	Iteration 75Q: 3 clusters Score -3312207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3312211.000000 Penalty: 3303.589355
	Iteration 76Q: 3 clusters Score -3312211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3312212.500000 Penalty: 3303.589355
	Iteration 77Q: 3 clusters Score -3312212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3312214.500000 Penalty: 3303.589355
	Iteration 78Q: 3 clusters Score -3312214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3312214.500000 Penalty: 3303.589355
	Iteration 79F: 3 clusters Score -3312214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116363 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49942 members 
Mstep: Class 7 contains 43345 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117221 members 
Mstep: Class 18 contains 42132 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 45072 members 
Mstep: Class 23 contains 107179 members 
Mstep: Class 24 contains 25975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806168.000000 Penalty: 36656.769531
Iteration 199Q: 18 clusters Score -7.280617e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116338 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 49977 members 
Mstep: Class 7 contains 43348 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18467 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117240 members 
Mstep: Class 18 contains 42080 members 
Mstep: Class 20 contains 7849 members 
Mstep: Class 21 contains 45082 members 
Mstep: Class 23 contains 107176 members 
Mstep: Class 24 contains 25981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806232.000000 Penalty: 36656.769531
Iteration 200F: 18 clusters Score -7.280623e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116305 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50004 members 
Mstep: Class 7 contains 43349 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18466 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117250 members 
Mstep: Class 18 contains 42037 members 
Mstep: Class 20 contains 7881 members 
Mstep: Class 21 contains 45091 members 
Mstep: Class 23 contains 107173 members 
Mstep: Class 24 contains 25987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806200.000000 Penalty: 36656.769531
Iteration 201Q: 18 clusters Score -7.28062e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116288 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50029 members 
Mstep: Class 7 contains 43355 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18461 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117253 members 
Mstep: Class 18 contains 41974 members 
Mstep: Class 20 contains 7917 members 
Mstep: Class 21 contains 45104 members 
Mstep: Class 23 contains 107173 members 
Mstep: Class 24 contains 25991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806216.000000 Penalty: 36656.769531
Iteration 202Q: 18 clusters Score -7.280622e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116253 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50050 members 
Mstep: Class 7 contains 43351 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18456 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117256 members 
Mstep: Class 18 contains 41928 members 
Mstep: Class 20 contains 7963 members 
Mstep: Class 21 contains 45116 members 
Mstep: Class 23 contains 107168 members 
Mstep: Class 24 contains 26005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806344.000000 Penalty: 36656.769531
Iteration 203Q: 18 clusters Score -7.280634e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116231 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50072 members 
Mstep: Class 7 contains 43350 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 3384 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117263 members 
Mstep: Class 18 contains 41885 members 
Mstep: Class 20 contains 8010 members 
Mstep: Class 21 contains 45116 members 
Mstep: Class 23 contains 107164 members 
Mstep: Class 24 contains 26011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806384.000000 Penalty: 36656.769531
Iteration 204Q: 18 clusters Score -7.280638e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116202 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50098 members 
Mstep: Class 7 contains 43337 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18440 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117266 members 
Mstep: Class 18 contains 41841 members 
Mstep: Class 20 contains 8076 members 
Mstep: Class 21 contains 45111 members 
Mstep: Class 23 contains 107159 members 
Mstep: Class 24 contains 26021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806392.000000 Penalty: 36656.769531
Iteration 205Q: 18 clusters Score -7.280639e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116198 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50115 members 
Mstep: Class 7 contains 43333 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18431 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117267 members 
Mstep: Class 18 contains 41786 members 
Mstep: Class 20 contains 8123 members 
Mstep: Class 21 contains 45113 members 
Mstep: Class 23 contains 107156 members 
Mstep: Class 24 contains 26030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 18 clusters Score -7.280642e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116183 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50129 members 
Mstep: Class 7 contains 43322 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117282 members 
Mstep: Class 18 contains 41729 members 
Mstep: Class 20 contains 8174 members 
Mstep: Class 21 contains 45127 members 
Mstep: Class 23 contains 107152 members 
Mstep: Class 24 contains 26037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806464.000000 Penalty: 36656.769531
Iteration 207Q: 18 clusters Score -7.280646e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116168 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 43327 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18408 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117296 members 
Mstep: Class 18 contains 41664 members 
Mstep: Class 20 contains 8222 members 
Mstep: Class 21 contains 45142 members 
Mstep: Class 23 contains 107146 members 
Mstep: Class 24 contains 26049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806584.000000 Penalty: 36656.769531
Iteration 208Q: 18 clusters Score -7.280658e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116160 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50141 members 
Mstep: Class 7 contains 43316 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18398 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117306 members 
Mstep: Class 18 contains 41599 members 
Mstep: Class 20 contains 8276 members 
Mstep: Class 21 contains 45150 members 
Mstep: Class 23 contains 107145 members 
Mstep: Class 24 contains 26063 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 209Q: 18 clusters Score -7.280659e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116138 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50145 members 
Mstep: Class 7 contains 43310 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18389 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117327 members 
Mstep: Class 18 contains 41537 members 
Mstep: Class 20 contains 8332 members 
Mstep: Class 21 contains 45154 members 
Mstep: Class 23 contains 107140 members 
Mstep: Class 24 contains 26083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806552.000000 Penalty: 36656.769531
Iteration 210Q: 18 clusters Score -7.280655e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116129 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50157 members 
Mstep: Class 7 contains 43306 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18379 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117308 members 
Mstep: Class 18 contains 41468 members 
Mstep: Class 20 contains 8396 members 
Mstep: Class 21 contains 45173 members 
Mstep: Class 23 contains 107136 members 
Mstep: Class 24 contains 26103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806632.000000 Penalty: 36656.769531
Iteration 211Q: 18 clusters Score -7.280663e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116132 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50178 members 
Mstep: Class 7 contains 43295 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18367 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117309 members 
Mstep: Class 18 contains 41386 members 
Mstep: Class 20 contains 8447 members 
Mstep: Class 21 contains 45186 members 
Mstep: Class 23 contains 107135 members 
Mstep: Class 24 contains 26119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806600.000000 Penalty: 36656.769531
Iteration 212Q: 18 clusters Score -7.28066e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116125 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50197 members 
Mstep: Class 7 contains 43295 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18349 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117301 members 
Mstep: Class 18 contains 41312 members 
Mstep: Class 20 contains 8503 members 
Mstep: Class 21 contains 45191 members 
Mstep: Class 23 contains 107139 members 
Mstep: Class 24 contains 26142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806456.000000 Penalty: 36656.769531
Iteration 213Q: 18 clusters Score -7.280646e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116114 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 43294 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117251 members 
Mstep: Class 18 contains 41240 members 
Mstep: Class 20 contains 8565 members 
Mstep: Class 21 contains 45214 members 
Mstep: Class 23 contains 107140 members 
Mstep: Class 24 contains 26160 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 18 clusters Score -7.280652e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116105 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50263 members 
Mstep: Class 7 contains 43289 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18331 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117220 members 
Mstep: Class 18 contains 41163 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 45243 members 
Mstep: Class 23 contains 107136 members 
Mstep: Class 24 contains 26164 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 18 clusters Score -7.280659e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116089 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50300 members 
Mstep: Class 7 contains 43284 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18311 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117220 members 
Mstep: Class 18 contains 41093 members 
Mstep: Class 20 contains 8705 members 
Mstep: Class 21 contains 45255 members 
Mstep: Class 23 contains 107133 members 
Mstep: Class 24 contains 26169 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 18 clusters Score -7.28066e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116099 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50309 members 
Mstep: Class 7 contains 43285 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18292 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117231 members 
Mstep: Class 18 contains 41027 members 
Mstep: Class 20 contains 8757 members 
Mstep: Class 21 contains 45266 members 
Mstep: Class 23 contains 107131 members 
Mstep: Class 24 contains 26167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 18 clusters Score -7.280662e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116116 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50323 members 
Mstep: Class 7 contains 43283 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18288 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117202 members 
Mstep: Class 18 contains 40963 members 
Mstep: Class 20 contains 8810 members 
Mstep: Class 21 contains 45279 members 
Mstep: Class 23 contains 107133 members 
Mstep: Class 24 contains 26169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72806616.000000 Penalty: 36656.769531
Iteration 218Q: 18 clusters Score -7.280662e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116116 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50338 members 
Mstep: Class 7 contains 43285 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117205 members 
Mstep: Class 18 contains 40892 members 
Mstep: Class 20 contains 8852 members 
Mstep: Class 21 contains 45289 members 
Mstep: Class 23 contains 107135 members 
Mstep: Class 24 contains 26176 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 18 clusters Score -7.280658e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116111 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50345 members 
Mstep: Class 7 contains 43292 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117175 members 
Mstep: Class 18 contains 40834 members 
Mstep: Class 20 contains 8895 members 
Mstep: Class 21 contains 45318 members 
Mstep: Class 23 contains 107135 members 
Mstep: Class 24 contains 26189 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 18 clusters Score -7.280667e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116108 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50357 members 
Mstep: Class 7 contains 43293 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18268 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117136 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 20 contains 8961 members 
Mstep: Class 21 contains 45329 members 
Mstep: Class 23 contains 107136 members 
Mstep: Class 24 contains 26203 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 18 clusters Score -7.280664e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116102 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50361 members 
Mstep: Class 7 contains 43297 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18262 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117082 members 
Mstep: Class 18 contains 40728 members 
Mstep: Class 20 contains 9035 members 
Mstep: Class 21 contains 45334 members 
Mstep: Class 23 contains 107134 members 
Mstep: Class 24 contains 26232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 18 clusters Score -7.28067e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116103 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50365 members 
Mstep: Class 7 contains 43305 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18260 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117030 members 
Mstep: Class 18 contains 40679 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 45336 members 
Mstep: Class 23 contains 107132 members 
Mstep: Class 24 contains 26251 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 18 clusters Score -7.280672e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116100 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43317 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18252 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117006 members 
Mstep: Class 18 contains 40616 members 
Mstep: Class 20 contains 9158 members 
Mstep: Class 21 contains 45345 members 
Mstep: Class 23 contains 107129 members 
Mstep: Class 24 contains 26268 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 18 clusters Score -7.28067e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116100 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50381 members 
Mstep: Class 7 contains 43322 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18237 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117017 members 
Mstep: Class 18 contains 40551 members 
Mstep: Class 20 contains 9206 members 
Mstep: Class 21 contains 45347 members 
Mstep: Class 23 contains 107129 members 
Mstep: Class 24 contains 26276 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 225Q: 18 clusters Score -7.280676e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116094 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50397 members 
Mstep: Class 7 contains 43321 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18223 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117031 members 
Mstep: Class 18 contains 40478 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 45348 members 
Mstep: Class 23 contains 107124 members 
Mstep: Class 24 contains 26291 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 18 clusters Score -7.280667e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116061 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50414 members 
Mstep: Class 7 contains 43310 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18205 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117053 members 
Mstep: Class 18 contains 40399 members 
Mstep: Class 20 contains 9342 members 
Mstep: Class 21 contains 45358 members 
Mstep: Class 23 contains 107124 members 
Mstep: Class 24 contains 26304 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 227Q: 18 clusters Score -7.280666e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116040 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50420 members 
Mstep: Class 7 contains 43312 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18186 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117073 members 
Mstep: Class 18 contains 40325 members 
Mstep: Class 20 contains 9407 members 
Mstep: Class 21 contains 45368 members 
Mstep: Class 23 contains 107121 members 
Mstep: Class 24 contains 26318 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 18 clusters Score -7.28067e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116025 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50418 members 
Mstep: Class 7 contains 43315 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18169 members 
Mstep: Class 10 contains 3363 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117085 members 
Mstep: Class 18 contains 40260 members 
Mstep: Class 20 contains 9467 members 
Mstep: Class 21 contains 45383 members 
Mstep: Class 23 contains 107111 members 
Mstep: Class 24 contains 26339 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 229Q: 18 clusters Score -7.280674e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116021 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50431 members 
Mstep: Class 7 contains 43320 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18145 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117062 members 
Mstep: Class 18 contains 40205 members 
Mstep: Class 20 contains 9526 members 
Mstep: Class 21 contains 45397 members 
Mstep: Class 23 contains 107112 members 
Mstep: Class 24 contains 26354 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 18 clusters Score -7.28067e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116012 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50434 members 
Mstep: Class 7 contains 43318 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18130 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117021 members 
Mstep: Class 18 contains 40150 members 
Mstep: Class 20 contains 9612 members 
Mstep: Class 21 contains 45408 members 
Mstep: Class 23 contains 107117 members 
Mstep: Class 24 contains 26372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 18 clusters Score -7.280678e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116000 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50441 members 
Mstep: Class 7 contains 43321 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18112 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116997 members 
Mstep: Class 18 contains 40096 members 
Mstep: Class 20 contains 9696 members 
Mstep: Class 21 contains 45421 members 
Mstep: Class 23 contains 107115 members 
Mstep: Class 24 contains 26377 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 18 clusters Score -7.280695e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116001 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50443 members 
Mstep: Class 7 contains 43326 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18103 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116960 members 
Mstep: Class 18 contains 40036 members 
Mstep: Class 20 contains 9771 members 
Mstep: Class 21 contains 45436 members 
Mstep: Class 23 contains 107112 members 
Mstep: Class 24 contains 26388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 18 clusters Score -7.280698e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116002 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50454 members 
Mstep: Class 7 contains 43318 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18079 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116956 members 
Mstep: Class 18 contains 39974 members 
Mstep: Class 20 contains 9835 members 
Mstep: Class 21 contains 45453 members 
Mstep: Class 23 contains 107111 members 
Mstep: Class 24 contains 26394 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 18 clusters Score -7.280703e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115993 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50453 members 
Mstep: Class 7 contains 43315 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18056 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116941 members 
Mstep: Class 18 contains 39922 members 
Mstep: Class 20 contains 9899 members 
Mstep: Class 21 contains 45472 members 
Mstep: Class 23 contains 107113 members 
Mstep: Class 24 contains 26411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807064.000000 Penalty: 36656.769531
Iteration 235Q: 18 clusters Score -7.280706e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116007 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50442 members 
Mstep: Class 7 contains 43309 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18040 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116916 members 
Mstep: Class 18 contains 39872 members 
Mstep: Class 20 contains 9969 members 
Mstep: Class 21 contains 45494 members 
Mstep: Class 23 contains 107105 members 
Mstep: Class 24 contains 26421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807048.000000 Penalty: 36656.769531
Iteration 236Q: 18 clusters Score -7.280705e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116009 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50425 members 
Mstep: Class 7 contains 43309 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18020 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116910 members 
Mstep: Class 18 contains 39814 members 
Mstep: Class 20 contains 10046 members 
Mstep: Class 21 contains 45511 members 
Mstep: Class 23 contains 107105 members 
Mstep: Class 24 contains 26426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807048.000000 Penalty: 36656.769531
Iteration 237Q: 18 clusters Score -7.280705e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116007 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50411 members 
Mstep: Class 7 contains 43305 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 18007 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116896 members 
Mstep: Class 18 contains 39754 members 
Mstep: Class 20 contains 10137 members 
Mstep: Class 21 contains 45524 members 
Mstep: Class 23 contains 107103 members 
Mstep: Class 24 contains 26430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807208.000000 Penalty: 36656.769531
Iteration 238Q: 18 clusters Score -7.280721e+07 nChanged 342
Entering ConstructFrom: 
Score: -72807208.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -10636.341797 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -10636.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9968.914062 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -9968.914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10296.822266 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -10296.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10405.970703 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -10405.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10472.018555 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -10472.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10504.495117 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -10504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10525.215820 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -10525.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10548.833984 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -10548.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10585.961914 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -10585.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10593.075195 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -10593.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10594.582031 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -10594.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10626.360352 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -10626.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10637.420898 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -10637.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10637.420898 Penalty: 1863.335938
	Iteration 12F: 3 clusters Score -10637.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 116015 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50404 members 
Mstep: Class 7 contains 43310 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17994 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116877 members 
Mstep: Class 18 contains 39687 members 
Mstep: Class 20 contains 10221 members 
Mstep: Class 21 contains 45526 members 
Mstep: Class 23 contains 107102 members 
Mstep: Class 24 contains 26438 members 
Entering Unmasked Estep 
Score: -72805840.000000 Penalty: 38813.050781
Splitting cluster 1 changes total score from -72807208.000000 to -72805840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (116015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Entering Unmasked Estep 
Score: -14814310.000000 Penalty: 1894.989746
	Iteration 0F: 2 clusters Score -1.481431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -14743850.000000 Penalty: 3789.979492
	Iteration 0F: 3 clusters Score -1.474385e+07 nChanged 55816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -14776908.000000 Penalty: 3789.979492
	Iteration 1F: 3 clusters Score -1.477691e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -14778641.000000 Penalty: 3789.979492
	Iteration 2Q: 3 clusters Score -1.477864e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -14781270.000000 Penalty: 3789.979492
	Iteration 3F: 3 clusters Score -1.478127e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -14785514.000000 Penalty: 3789.979492
	Iteration 4F: 3 clusters Score -1.478551e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 85699 members 
Entering Unmasked Estep 
Score: -14791880.000000 Penalty: 3789.979492
	Iteration 5F: 3 clusters Score -1.479188e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -14799725.000000 Penalty: 3789.979492
	Iteration 6F: 3 clusters Score -1.479972e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 102958 members 
Entering Unmasked Estep 
Score: -14807266.000000 Penalty: 3789.979492
	Iteration 7F: 3 clusters Score -1.480727e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 109585 members 
Entering Unmasked Estep 
Score: -14812225.000000 Penalty: 3789.979492
	Iteration 8F: 3 clusters Score -1.481222e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -14813245.000000 Penalty: 3789.979492
	Iteration 9Q: 3 clusters Score -1.481324e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -14813078.000000 Penalty: 3789.979492
	Iteration 10Q: 3 clusters Score -1.481308e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -14813049.000000 Penalty: 3789.979492
	Iteration 11Q: 3 clusters Score -1.481305e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 115434 members 
Entering Unmasked Estep 
Score: -14813063.000000 Penalty: 3789.979492
	Iteration 12Q: 3 clusters Score -1.481306e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 115523 members 
Entering Unmasked Estep 
Score: -14813059.000000 Penalty: 3789.979492
	Iteration 13Q: 3 clusters Score -1.481306e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -14813052.000000 Penalty: 3789.979492
	Iteration 14Q: 3 clusters Score -1.481305e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 115591 members 
Entering Unmasked Estep 
Score: -14813078.000000 Penalty: 3789.979492
	Iteration 15Q: 3 clusters Score -1.481308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -14813105.000000 Penalty: 3789.979492
	Iteration 16Q: 3 clusters Score -1.48131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 115621 members 
Entering Unmasked Estep 
Score: -14813102.000000 Penalty: 3789.979492
	Iteration 17Q: 3 clusters Score -1.48131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 115620 members 
Entering Unmasked Estep 
Score: -14813125.000000 Penalty: 3789.979492
	Iteration 18Q: 3 clusters Score -1.481312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 115623 members 
Entering Unmasked Estep 
Score: -14813120.000000 Penalty: 3789.979492
	Iteration 19Q: 3 clusters Score -1.481312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -14813128.000000 Penalty: 3789.979492
	Iteration 20F: 3 clusters Score -1.481313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 115627 members 
Entering Unmasked Estep 
Score: -14813130.000000 Penalty: 3789.979492
	Iteration 21Q: 3 clusters Score -1.481313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 115627 members 
Entering Unmasked Estep 
Score: -14813130.000000 Penalty: 3789.979492
	Iteration 22F: 3 clusters Score -1.481313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -67505.835938 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -67505.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66371.437500 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -66371.44 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66639.171875 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -66639.17 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66797.929688 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -66797.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66998.187500 Penalty: 2103.512451
	Iteration 3F: 3 clusters Score -66998.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67271.812500 Penalty: 2103.512451
	Iteration 4F: 3 clusters Score -67271.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67387.031250 Penalty: 2103.512451
	Iteration 5F: 3 clusters Score -67387.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67435.671875 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -67435.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67447.093750 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -67447.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67448.765625 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -67448.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67450.351562 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -67450.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67452.726562 Penalty: 2103.512451
	Iteration 10Q: 3 clusters Score -67452.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67452.726562 Penalty: 2103.512451
	Iteration 11F: 3 clusters Score -67452.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -21987.816406 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -21987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21140.736328 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -21140.74 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21402.392578 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -21402.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21677.554688 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -21677.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21822.199219 Penalty: 1868.552734
	Iteration 3F: 3 clusters Score -21822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21877.904297 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21892.277344 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21892.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21901.869141 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -21901.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21918.998047 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -21919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21936.923828 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -21936.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21937.751953 Penalty: 1868.552734
	Iteration 9Q: 3 clusters Score -21937.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21937.751953 Penalty: 1868.552734
	Iteration 10F: 3 clusters Score -21937.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Entering Unmasked Estep 
Score: -6469447.500000 Penalty: 1759.521606
	Iteration 0F: 2 clusters Score -6469448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -6435816.500000 Penalty: 3519.043213
	Iteration 0F: 3 clusters Score -6435816 nChanged 23624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -6449566.500000 Penalty: 3519.043213
	Iteration 1F: 3 clusters Score -6449566 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6450506.500000 Penalty: 3519.043213
	Iteration 2Q: 3 clusters Score -6450506 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -6451800.500000 Penalty: 3519.043213
	Iteration 3Q: 3 clusters Score -6451800 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -6453684.000000 Penalty: 3519.043213
	Iteration 4F: 3 clusters Score -6453684 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -6456395.500000 Penalty: 3519.043213
	Iteration 5F: 3 clusters Score -6456396 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -6459488.500000 Penalty: 3519.043213
	Iteration 6F: 3 clusters Score -6459488 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -6461565.000000 Penalty: 3519.043213
	Iteration 7F: 3 clusters Score -6461565 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -6462579.500000 Penalty: 3519.043213
	Iteration 8Q: 3 clusters Score -6462580 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -6463002.000000 Penalty: 3519.043213
	Iteration 9Q: 3 clusters Score -6463002 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6463253.500000 Penalty: 3519.043213
	Iteration 10Q: 3 clusters Score -6463254 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -6463480.000000 Penalty: 3519.043213
	Iteration 11Q: 3 clusters Score -6463480 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -6463702.000000 Penalty: 3519.043213
	Iteration 12Q: 3 clusters Score -6463702 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -6463857.500000 Penalty: 3519.043213
	Iteration 13Q: 3 clusters Score -6463858 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -6464004.000000 Penalty: 3519.043213
	Iteration 14Q: 3 clusters Score -6464004 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6464115 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -6464249.000000 Penalty: 3519.043213
	Iteration 16Q: 3 clusters Score -6464249 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -6464337.500000 Penalty: 3519.043213
	Iteration 17Q: 3 clusters Score -6464338 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -6464397.500000 Penalty: 3519.043213
	Iteration 18Q: 3 clusters Score -6464398 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -6464457.500000 Penalty: 3519.043213
	Iteration 19Q: 3 clusters Score -6464458 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -6464547.500000 Penalty: 3519.043213
	Iteration 20F: 3 clusters Score -6464548 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -6464650.500000 Penalty: 3519.043213
	Iteration 21Q: 3 clusters Score -6464650 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -6464728.500000 Penalty: 3519.043213
	Iteration 22Q: 3 clusters Score -6464728 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -6464857.500000 Penalty: 3519.043213
	Iteration 23Q: 3 clusters Score -6464858 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -6464963.500000 Penalty: 3519.043213
	Iteration 24Q: 3 clusters Score -6464964 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -6465064.000000 Penalty: 3519.043213
	Iteration 25Q: 3 clusters Score -6465064 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -6465123.000000 Penalty: 3519.043213
	Iteration 26Q: 3 clusters Score -6465123 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -6465254.000000 Penalty: 3519.043213
	Iteration 27Q: 3 clusters Score -6465254 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -6465378.500000 Penalty: 3519.043213
	Iteration 28Q: 3 clusters Score -6465378 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -6465459.000000 Penalty: 3519.043213
	Iteration 29Q: 3 clusters Score -6465459 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -6465564.500000 Penalty: 3519.043213
	Iteration 30Q: 3 clusters Score -6465564 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -6465674.000000 Penalty: 3519.043213
	Iteration 31Q: 3 clusters Score -6465674 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -6465790.000000 Penalty: 3519.043213
	Iteration 32Q: 3 clusters Score -6465790 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -6465895.500000 Penalty: 3519.043213
	Iteration 33Q: 3 clusters Score -6465896 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -6466011.500000 Penalty: 3519.043213
	Iteration 34Q: 3 clusters Score -6466012 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -6466121.000000 Penalty: 3519.043213
	Iteration 35Q: 3 clusters Score -6466121 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -6466262.500000 Penalty: 3519.043213
	Iteration 36Q: 3 clusters Score -6466262 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -6466360.000000 Penalty: 3519.043213
	Iteration 37Q: 3 clusters Score -6466360 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -6466477.000000 Penalty: 3519.043213
	Iteration 38Q: 3 clusters Score -6466477 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -6466593.000000 Penalty: 3519.043213
	Iteration 39Q: 3 clusters Score -6466593 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -6466713.000000 Penalty: 3519.043213
	Iteration 40F: 3 clusters Score -6466713 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -6466808.000000 Penalty: 3519.043213
	Iteration 41Q: 3 clusters Score -6466808 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -6466940.000000 Penalty: 3519.043213
	Iteration 42Q: 3 clusters Score -6466940 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6467022.000000 Penalty: 3519.043213
	Iteration 43Q: 3 clusters Score -6467022 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6467116.500000 Penalty: 3519.043213
	Iteration 44Q: 3 clusters Score -6467116 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6467213.000000 Penalty: 3519.043213
	Iteration 45Q: 3 clusters Score -6467213 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6467320.500000 Penalty: 3519.043213
	Iteration 46Q: 3 clusters Score -6467320 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6467429.000000 Penalty: 3519.043213
	Iteration 47Q: 3 clusters Score -6467429 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6467504.000000 Penalty: 3519.043213
	Iteration 48Q: 3 clusters Score -6467504 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6467638.500000 Penalty: 3519.043213
	Iteration 49Q: 3 clusters Score -6467638 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6467734.000000 Penalty: 3519.043213
	Iteration 50Q: 3 clusters Score -6467734 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6467773.000000 Penalty: 3519.043213
	Iteration 51Q: 3 clusters Score -6467773 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6467830.000000 Penalty: 3519.043213
	Iteration 52Q: 3 clusters Score -6467830 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6467874.500000 Penalty: 3519.043213
	Iteration 53Q: 3 clusters Score -6467874 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6467905.500000 Penalty: 3519.043213
	Iteration 54Q: 3 clusters Score -6467906 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6467923.000000 Penalty: 3519.043213
	Iteration 55Q: 3 clusters Score -6467923 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6467958.500000 Penalty: 3519.043213
	Iteration 56Q: 3 clusters Score -6467958 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6467999.500000 Penalty: 3519.043213
	Iteration 57Q: 3 clusters Score -6468000 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6468024.000000 Penalty: 3519.043213
	Iteration 58Q: 3 clusters Score -6468024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6468035.500000 Penalty: 3519.043213
	Iteration 59Q: 3 clusters Score -6468036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6468055.500000 Penalty: 3519.043213
	Iteration 60F: 3 clusters Score -6468056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6468062.000000 Penalty: 3519.043213
	Iteration 61Q: 3 clusters Score -6468062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6468065.500000 Penalty: 3519.043213
	Iteration 62Q: 3 clusters Score -6468066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6468071.500000 Penalty: 3519.043213
	Iteration 63Q: 3 clusters Score -6468072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6468086.500000 Penalty: 3519.043213
	Iteration 64Q: 3 clusters Score -6468086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6468098.500000 Penalty: 3519.043213
	Iteration 65Q: 3 clusters Score -6468098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6468104.500000 Penalty: 3519.043213
	Iteration 66Q: 3 clusters Score -6468104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6468104.500000 Penalty: 3519.043213
	Iteration 67Q: 3 clusters Score -6468104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6468118.000000 Penalty: 3519.043213
	Iteration 68Q: 3 clusters Score -6468118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6468120.000000 Penalty: 3519.043213
	Iteration 69Q: 3 clusters Score -6468120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6468124.000000 Penalty: 3519.043213
	Iteration 70Q: 3 clusters Score -6468124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6468122.000000 Penalty: 3519.043213
	Iteration 71Q: 3 clusters Score -6468122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6468122.000000 Penalty: 3519.043213
	Iteration 72Q: 3 clusters Score -6468122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6468123.000000 Penalty: 3519.043213
	Iteration 73Q: 3 clusters Score -6468123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6468120.000000 Penalty: 3519.043213
	Iteration 74Q: 3 clusters Score -6468120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6468126.000000 Penalty: 3519.043213
	Iteration 75Q: 3 clusters Score -6468126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6468127.500000 Penalty: 3519.043213
	Iteration 76Q: 3 clusters Score -6468128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6468127.500000 Penalty: 3519.043213
	Iteration 77Q: 3 clusters Score -6468128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6468128.500000 Penalty: 3519.043213
	Iteration 78Q: 3 clusters Score -6468128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6468133.500000 Penalty: 3519.043213
	Iteration 79Q: 3 clusters Score -6468134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6468134.500000 Penalty: 3519.043213
	Iteration 80F: 3 clusters Score -6468134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6468134.000000 Penalty: 3519.043213
	Iteration 81Q: 3 clusters Score -6468134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6468133.000000 Penalty: 3519.043213
	Iteration 82Q: 3 clusters Score -6468133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6468136.000000 Penalty: 3519.043213
	Iteration 83Q: 3 clusters Score -6468136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6468133.500000 Penalty: 3519.043213
	Iteration 84Q: 3 clusters Score -6468134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6468133.000000 Penalty: 3519.043213
	Iteration 85Q: 3 clusters Score -6468133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6468135.500000 Penalty: 3519.043213
	Iteration 86Q: 3 clusters Score -6468136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6468138.000000 Penalty: 3519.043213
	Iteration 87Q: 3 clusters Score -6468138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6468138.000000 Penalty: 3519.043213
	Iteration 88Q: 3 clusters Score -6468138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6468139.500000 Penalty: 3519.043213
	Iteration 89Q: 3 clusters Score -6468140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6468145.500000 Penalty: 3519.043213
	Iteration 90Q: 3 clusters Score -6468146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6468141.500000 Penalty: 3519.043213
	Iteration 91Q: 3 clusters Score -6468142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6468141.500000 Penalty: 3519.043213
	Iteration 92F: 3 clusters Score -6468142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43310 members 
Entering Unmasked Estep 
Score: -5562327.000000 Penalty: 1734.872559
	Iteration 0F: 2 clusters Score -5562327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -5533333.500000 Penalty: 3469.745117
	Iteration 0F: 3 clusters Score -5533334 nChanged 20200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5544604.500000 Penalty: 3469.745117
	Iteration 1F: 3 clusters Score -5544604 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5544965 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5545293.000000 Penalty: 3469.745117
	Iteration 3Q: 3 clusters Score -5545293 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5545750.000000 Penalty: 3469.745117
	Iteration 4Q: 3 clusters Score -5545750 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5546410.000000 Penalty: 3469.745117
	Iteration 5Q: 3 clusters Score -5546410 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -5547290.000000 Penalty: 3469.745117
	Iteration 6Q: 3 clusters Score -5547290 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -5548610.000000 Penalty: 3469.745117
	Iteration 7F: 3 clusters Score -5548610 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5550272.500000 Penalty: 3469.745117
	Iteration 8F: 3 clusters Score -5550272 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -5552304.000000 Penalty: 3469.745117
	Iteration 9F: 3 clusters Score -5552304 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -5554414.000000 Penalty: 3469.745117
	Iteration 10F: 3 clusters Score -5554414 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -5555972.500000 Penalty: 3469.745117
	Iteration 11F: 3 clusters Score -5555972 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5556921.000000 Penalty: 3469.745117
	Iteration 12Q: 3 clusters Score -5556921 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -5557318.500000 Penalty: 3469.745117
	Iteration 13Q: 3 clusters Score -5557318 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -5557559.500000 Penalty: 3469.745117
	Iteration 14Q: 3 clusters Score -5557560 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5557752.000000 Penalty: 3469.745117
	Iteration 15Q: 3 clusters Score -5557752 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -5557931.000000 Penalty: 3469.745117
	Iteration 16Q: 3 clusters Score -5557931 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -5558077.500000 Penalty: 3469.745117
	Iteration 17Q: 3 clusters Score -5558078 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -5558200.500000 Penalty: 3469.745117
	Iteration 18Q: 3 clusters Score -5558200 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -5558307.500000 Penalty: 3469.745117
	Iteration 19Q: 3 clusters Score -5558308 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5558439.500000 Penalty: 3469.745117
	Iteration 20F: 3 clusters Score -5558440 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -5558567.000000 Penalty: 3469.745117
	Iteration 21Q: 3 clusters Score -5558567 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5558697.500000 Penalty: 3469.745117
	Iteration 22Q: 3 clusters Score -5558698 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5558835.500000 Penalty: 3469.745117
	Iteration 23Q: 3 clusters Score -5558836 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5559000.500000 Penalty: 3469.745117
	Iteration 24Q: 3 clusters Score -5559000 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -5559162.000000 Penalty: 3469.745117
	Iteration 25Q: 3 clusters Score -5559162 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -5559297.500000 Penalty: 3469.745117
	Iteration 26Q: 3 clusters Score -5559298 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -5559394.000000 Penalty: 3469.745117
	Iteration 27Q: 3 clusters Score -5559394 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5559509.500000 Penalty: 3469.745117
	Iteration 28Q: 3 clusters Score -5559510 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -5559668.000000 Penalty: 3469.745117
	Iteration 29Q: 3 clusters Score -5559668 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -5559840.500000 Penalty: 3469.745117
	Iteration 30Q: 3 clusters Score -5559840 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -5559969.000000 Penalty: 3469.745117
	Iteration 31Q: 3 clusters Score -5559969 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5560094.000000 Penalty: 3469.745117
	Iteration 32Q: 3 clusters Score -5560094 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5560230.000000 Penalty: 3469.745117
	Iteration 33Q: 3 clusters Score -5560230 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -5560386.500000 Penalty: 3469.745117
	Iteration 34Q: 3 clusters Score -5560386 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -5560501.500000 Penalty: 3469.745117
	Iteration 35Q: 3 clusters Score -5560502 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -5560662.500000 Penalty: 3469.745117
	Iteration 36Q: 3 clusters Score -5560662 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5560784.500000 Penalty: 3469.745117
	Iteration 37Q: 3 clusters Score -5560784 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5560887.000000 Penalty: 3469.745117
	Iteration 38Q: 3 clusters Score -5560887 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5560957.000000 Penalty: 3469.745117
	Iteration 39Q: 3 clusters Score -5560957 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5561017.000000 Penalty: 3469.745117
	Iteration 40F: 3 clusters Score -5561017 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -5561059.500000 Penalty: 3469.745117
	Iteration 41Q: 3 clusters Score -5561060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5561104.500000 Penalty: 3469.745117
	Iteration 42Q: 3 clusters Score -5561104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5561122.000000 Penalty: 3469.745117
	Iteration 43Q: 3 clusters Score -5561122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5561138.500000 Penalty: 3469.745117
	Iteration 44Q: 3 clusters Score -5561138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5561159.000000 Penalty: 3469.745117
	Iteration 45Q: 3 clusters Score -5561159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5561176.500000 Penalty: 3469.745117
	Iteration 46Q: 3 clusters Score -5561176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5561185.000000 Penalty: 3469.745117
	Iteration 47Q: 3 clusters Score -5561185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -5561179.500000 Penalty: 3469.745117
	Iteration 48Q: 3 clusters Score -5561180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -5561187.000000 Penalty: 3469.745117
	Iteration 49Q: 3 clusters Score -5561187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5561201.500000 Penalty: 3469.745117
	Iteration 50Q: 3 clusters Score -5561202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5561217.000000 Penalty: 3469.745117
	Iteration 51Q: 3 clusters Score -5561217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -5561219.000000 Penalty: 3469.745117
	Iteration 52Q: 3 clusters Score -5561219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5561224.000000 Penalty: 3469.745117
	Iteration 53Q: 3 clusters Score -5561224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5561230.000000 Penalty: 3469.745117
	Iteration 54Q: 3 clusters Score -5561230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5561235.000000 Penalty: 3469.745117
	Iteration 55Q: 3 clusters Score -5561235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -5561245.000000 Penalty: 3469.745117
	Iteration 56Q: 3 clusters Score -5561245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -5561251.000000 Penalty: 3469.745117
	Iteration 57Q: 3 clusters Score -5561251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5561251.000000 Penalty: 3469.745117
	Iteration 58Q: 3 clusters Score -5561251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -5561252.000000 Penalty: 3469.745117
	Iteration 59Q: 3 clusters Score -5561252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -5561256.500000 Penalty: 3469.745117
	Iteration 60F: 3 clusters Score -5561256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5561263.500000 Penalty: 3469.745117
	Iteration 61Q: 3 clusters Score -5561264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5561264.500000 Penalty: 3469.745117
	Iteration 62Q: 3 clusters Score -5561264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -5561267.500000 Penalty: 3469.745117
	Iteration 63Q: 3 clusters Score -5561268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5561269.500000 Penalty: 3469.745117
	Iteration 64Q: 3 clusters Score -5561270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5561268.500000 Penalty: 3469.745117
	Iteration 65Q: 3 clusters Score -5561268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5561267.000000 Penalty: 3469.745117
	Iteration 66Q: 3 clusters Score -5561267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -5561270.500000 Penalty: 3469.745117
	Iteration 67Q: 3 clusters Score -5561270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5561265.500000 Penalty: 3469.745117
	Iteration 68Q: 3 clusters Score -5561266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5561264.500000 Penalty: 3469.745117
	Iteration 69Q: 3 clusters Score -5561264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5561265.000000 Penalty: 3469.745117
	Iteration 70Q: 3 clusters Score -5561265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5561265.000000 Penalty: 3469.745117
	Iteration 71F: 3 clusters Score -5561265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -34113.914062 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -34113.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33311.816406 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -33311.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33554.773438 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -33554.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33673.000000 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -33673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33747.433594 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -33747.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33764.136719 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -33764.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33771.144531 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -33771.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33802.125000 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -33802.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33838.617188 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -33838.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33838.617188 Penalty: 1853.729370
	Iteration 8F: 3 clusters Score -33838.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Entering Unmasked Estep 
Score: -2257562.250000 Penalty: 1592.141479
	Iteration 0F: 2 clusters Score -2257562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2245285.250000 Penalty: 3184.282959
	Iteration 0F: 3 clusters Score -2245285 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2249597.500000 Penalty: 3184.282959
	Iteration 1F: 3 clusters Score -2249598 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2249908.250000 Penalty: 3184.282959
	Iteration 2Q: 3 clusters Score -2249908 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2250176.500000 Penalty: 3184.282959
	Iteration 3Q: 3 clusters Score -2250176 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2250462.750000 Penalty: 3184.282959
	Iteration 4Q: 3 clusters Score -2250463 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2250787.000000 Penalty: 3184.282959
	Iteration 5Q: 3 clusters Score -2250787 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2251150.250000 Penalty: 3184.282959
	Iteration 6Q: 3 clusters Score -2251150 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2251515.750000 Penalty: 3184.282959
	Iteration 7Q: 3 clusters Score -2251516 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2251978.500000 Penalty: 3184.282959
	Iteration 8Q: 3 clusters Score -2251978 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2252492.500000 Penalty: 3184.282959
	Iteration 9Q: 3 clusters Score -2252492 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2253041.250000 Penalty: 3184.282959
	Iteration 10Q: 3 clusters Score -2253041 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2253574.500000 Penalty: 3184.282959
	Iteration 11Q: 3 clusters Score -2253574 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2254077.500000 Penalty: 3184.282959
	Iteration 12Q: 3 clusters Score -2254078 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2254506.750000 Penalty: 3184.282959
	Iteration 13Q: 3 clusters Score -2254507 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2254874.500000 Penalty: 3184.282959
	Iteration 14Q: 3 clusters Score -2254874 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2255143.500000 Penalty: 3184.282959
	Iteration 15Q: 3 clusters Score -2255144 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2255366.000000 Penalty: 3184.282959
	Iteration 16Q: 3 clusters Score -2255366 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2255525.000000 Penalty: 3184.282959
	Iteration 17Q: 3 clusters Score -2255525 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2255650.500000 Penalty: 3184.282959
	Iteration 18Q: 3 clusters Score -2255650 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2255761.250000 Penalty: 3184.282959
	Iteration 19Q: 3 clusters Score -2255761 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2255847.250000 Penalty: 3184.282959
	Iteration 20F: 3 clusters Score -2255847 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2255912.000000 Penalty: 3184.282959
	Iteration 21Q: 3 clusters Score -2255912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2255971.000000 Penalty: 3184.282959
	Iteration 22Q: 3 clusters Score -2255971 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2256014.250000 Penalty: 3184.282959
	Iteration 23Q: 3 clusters Score -2256014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2256044.750000 Penalty: 3184.282959
	Iteration 24Q: 3 clusters Score -2256045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2256077.000000 Penalty: 3184.282959
	Iteration 25Q: 3 clusters Score -2256077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2256091.500000 Penalty: 3184.282959
	Iteration 26Q: 3 clusters Score -2256092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2256115.000000 Penalty: 3184.282959
	Iteration 27Q: 3 clusters Score -2256115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2256132.250000 Penalty: 3184.282959
	Iteration 28Q: 3 clusters Score -2256132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2256146.500000 Penalty: 3184.282959
	Iteration 29Q: 3 clusters Score -2256146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2256155.250000 Penalty: 3184.282959
	Iteration 30Q: 3 clusters Score -2256155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2256173.250000 Penalty: 3184.282959
	Iteration 31Q: 3 clusters Score -2256173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2256181.250000 Penalty: 3184.282959
	Iteration 32Q: 3 clusters Score -2256181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2256186.250000 Penalty: 3184.282959
	Iteration 33Q: 3 clusters Score -2256186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2256187.750000 Penalty: 3184.282959
	Iteration 34Q: 3 clusters Score -2256188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2256194.500000 Penalty: 3184.282959
	Iteration 35Q: 3 clusters Score -2256194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2256193.250000 Penalty: 3184.282959
	Iteration 36Q: 3 clusters Score -2256193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2256197.500000 Penalty: 3184.282959
	Iteration 37Q: 3 clusters Score -2256198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2256202.250000 Penalty: 3184.282959
	Iteration 38Q: 3 clusters Score -2256202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2256204.250000 Penalty: 3184.282959
	Iteration 39Q: 3 clusters Score -2256204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2256206.250000 Penalty: 3184.282959
	Iteration 40F: 3 clusters Score -2256206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2256217.000000 Penalty: 3184.282959
	Iteration 41Q: 3 clusters Score -2256217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2256223.500000 Penalty: 3184.282959
	Iteration 42Q: 3 clusters Score -2256224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2256226.250000 Penalty: 3184.282959
	Iteration 43Q: 3 clusters Score -2256226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2256224.500000 Penalty: 3184.282959
	Iteration 44Q: 3 clusters Score -2256224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2256229.250000 Penalty: 3184.282959
	Iteration 45Q: 3 clusters Score -2256229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2256230.500000 Penalty: 3184.282959
	Iteration 46Q: 3 clusters Score -2256230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2256228.750000 Penalty: 3184.282959
	Iteration 47Q: 3 clusters Score -2256229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2256228.750000 Penalty: 3184.282959
	Iteration 48F: 3 clusters Score -2256229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -409696.312500 Penalty: 1319.499023
	Iteration 0F: 2 clusters Score -409696.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -406765.312500 Penalty: 2638.998047
	Iteration 0F: 3 clusters Score -406765.3 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -407508.625000 Penalty: 2638.998047
	Iteration 1F: 3 clusters Score -407508.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -407688.843750 Penalty: 2638.998047
	Iteration 2F: 3 clusters Score -407688.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -407884.062500 Penalty: 2638.998047
	Iteration 3F: 3 clusters Score -407884.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -408057.031250 Penalty: 2638.998047
	Iteration 4F: 3 clusters Score -408057 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -408215.875000 Penalty: 2638.998047
	Iteration 5F: 3 clusters Score -408215.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -408367.406250 Penalty: 2638.998047
	Iteration 6Q: 3 clusters Score -408367.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -408529.031250 Penalty: 2638.998047
	Iteration 7Q: 3 clusters Score -408529 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -408673.875000 Penalty: 2638.998047
	Iteration 8Q: 3 clusters Score -408673.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -408793.625000 Penalty: 2638.998047
	Iteration 9Q: 3 clusters Score -408793.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -408861.375000 Penalty: 2638.998047
	Iteration 10Q: 3 clusters Score -408861.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -408913.343750 Penalty: 2638.998047
	Iteration 11Q: 3 clusters Score -408913.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -408945.625000 Penalty: 2638.998047
	Iteration 12Q: 3 clusters Score -408945.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -408957.468750 Penalty: 2638.998047
	Iteration 13Q: 3 clusters Score -408957.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -408962.281250 Penalty: 2638.998047
	Iteration 14Q: 3 clusters Score -408962.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -408964.406250 Penalty: 2638.998047
	Iteration 15Q: 3 clusters Score -408964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -408964.906250 Penalty: 2638.998047
	Iteration 16Q: 3 clusters Score -408964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -408964.625000 Penalty: 2638.998047
	Iteration 17Q: 3 clusters Score -408964.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -408964.625000 Penalty: 2638.998047
	Iteration 18F: 3 clusters Score -408964.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30174.152344 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -30174.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29334.623047 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -29334.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29524.929688 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -29524.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29572.572266 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -29572.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29588.851562 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -29588.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29591.480469 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -29591.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29593.082031 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -29593.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29597.041016 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -29597.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29598.232422 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -29598.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29602.449219 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -29602.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29602.449219 Penalty: 1903.828247
	Iteration 9F: 3 clusters Score -29602.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -30651.416016 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -30651.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29837.015625 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -29837.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29995.542969 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -29995.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30042.621094 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -30042.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30080.152344 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -30080.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30106.597656 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -30106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30146.792969 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -30146.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30167.695312 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -30167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30174.318359 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -30174.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30174.867188 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -30174.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30174.867188 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -30174.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (116877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116877 members 
Entering Unmasked Estep 
Score: -14871865.000000 Penalty: 1896.192627
	Iteration 0F: 2 clusters Score -1.487186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -14798065.000000 Penalty: 3792.385254
	Iteration 0F: 3 clusters Score -1.479806e+07 nChanged 56169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -14831343.000000 Penalty: 3792.385254
	Iteration 1F: 3 clusters Score -1.483134e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -14832877.000000 Penalty: 3792.385254
	Iteration 2Q: 3 clusters Score -1.483288e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -14835180.000000 Penalty: 3792.385254
	Iteration 3Q: 3 clusters Score -1.483518e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -14838810.000000 Penalty: 3792.385254
	Iteration 4F: 3 clusters Score -1.483881e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -14844355.000000 Penalty: 3792.385254
	Iteration 5F: 3 clusters Score -1.484436e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -14850828.000000 Penalty: 3792.385254
	Iteration 6F: 3 clusters Score -1.485083e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -14855254.000000 Penalty: 3792.385254
	Iteration 7F: 3 clusters Score -1.485525e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -14857386.000000 Penalty: 3792.385254
	Iteration 8Q: 3 clusters Score -1.485739e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -14858071.000000 Penalty: 3792.385254
	Iteration 9Q: 3 clusters Score -1.485807e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -14858492.000000 Penalty: 3792.385254
	Iteration 10Q: 3 clusters Score -1.485849e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -14858745.000000 Penalty: 3792.385254
	Iteration 11Q: 3 clusters Score -1.485874e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -14859039.000000 Penalty: 3792.385254
	Iteration 12Q: 3 clusters Score -1.485904e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -14859332.000000 Penalty: 3792.385254
	Iteration 13Q: 3 clusters Score -1.485933e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -14859562.000000 Penalty: 3792.385254
	Iteration 14Q: 3 clusters Score -1.485956e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -14859837.000000 Penalty: 3792.385254
	Iteration 15Q: 3 clusters Score -1.485984e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -14860118.000000 Penalty: 3792.385254
	Iteration 16Q: 3 clusters Score -1.486012e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -14860389.000000 Penalty: 3792.385254
	Iteration 17Q: 3 clusters Score -1.486039e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -14860734.000000 Penalty: 3792.385254
	Iteration 18Q: 3 clusters Score -1.486073e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -14861006.000000 Penalty: 3792.385254
	Iteration 19Q: 3 clusters Score -1.486101e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -14861233.000000 Penalty: 3792.385254
	Iteration 20F: 3 clusters Score -1.486123e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -14861510.000000 Penalty: 3792.385254
	Iteration 21Q: 3 clusters Score -1.486151e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -14861883.000000 Penalty: 3792.385254
	Iteration 22Q: 3 clusters Score -1.486188e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -14862302.000000 Penalty: 3792.385254
	Iteration 23Q: 3 clusters Score -1.48623e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -14862659.000000 Penalty: 3792.385254
	Iteration 24Q: 3 clusters Score -1.486266e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -14863018.000000 Penalty: 3792.385254
	Iteration 25Q: 3 clusters Score -1.486302e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -14863323.000000 Penalty: 3792.385254
	Iteration 26Q: 3 clusters Score -1.486332e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -14863708.000000 Penalty: 3792.385254
	Iteration 27Q: 3 clusters Score -1.486371e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -14864173.000000 Penalty: 3792.385254
	Iteration 28Q: 3 clusters Score -1.486417e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -14864688.000000 Penalty: 3792.385254
	Iteration 29Q: 3 clusters Score -1.486469e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -14865265.000000 Penalty: 3792.385254
	Iteration 30Q: 3 clusters Score -1.486526e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 99656 members 
Entering Unmasked Estep 
Score: -14865807.000000 Penalty: 3792.385254
	Iteration 31Q: 3 clusters Score -1.486581e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -14866422.000000 Penalty: 3792.385254
	Iteration 32Q: 3 clusters Score -1.486642e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -14866965.000000 Penalty: 3792.385254
	Iteration 33Q: 3 clusters Score -1.486696e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
Score: -14867600.000000 Penalty: 3792.385254
	Iteration 34Q: 3 clusters Score -1.48676e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -14868174.000000 Penalty: 3792.385254
	Iteration 35Q: 3 clusters Score -1.486817e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 107512 members 
Entering Unmasked Estep 
Score: -14868698.000000 Penalty: 3792.385254
	Iteration 36Q: 3 clusters Score -1.48687e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -14869028.000000 Penalty: 3792.385254
	Iteration 37Q: 3 clusters Score -1.486903e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -14869266.000000 Penalty: 3792.385254
	Iteration 38Q: 3 clusters Score -1.486927e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -14869534.000000 Penalty: 3792.385254
	Iteration 39Q: 3 clusters Score -1.486953e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 111753 members 
Entering Unmasked Estep 
Score: -14869765.000000 Penalty: 3792.385254
	Iteration 40F: 3 clusters Score -1.486976e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -14869917.000000 Penalty: 3792.385254
	Iteration 41Q: 3 clusters Score -1.486992e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -14870028.000000 Penalty: 3792.385254
	Iteration 42Q: 3 clusters Score -1.487003e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -14870105.000000 Penalty: 3792.385254
	Iteration 43Q: 3 clusters Score -1.48701e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 113693 members 
Entering Unmasked Estep 
Score: -14870158.000000 Penalty: 3792.385254
	Iteration 44Q: 3 clusters Score -1.487016e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -14870269.000000 Penalty: 3792.385254
	Iteration 45Q: 3 clusters Score -1.487027e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 114227 members 
Entering Unmasked Estep 
Score: -14870343.000000 Penalty: 3792.385254
	Iteration 46Q: 3 clusters Score -1.487034e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 114437 members 
Entering Unmasked Estep 
Score: -14870458.000000 Penalty: 3792.385254
	Iteration 47Q: 3 clusters Score -1.487046e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 114595 members 
Entering Unmasked Estep 
Score: -14870520.000000 Penalty: 3792.385254
	Iteration 48Q: 3 clusters Score -1.487052e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 114731 members 
Entering Unmasked Estep 
Score: -14870582.000000 Penalty: 3792.385254
	Iteration 49Q: 3 clusters Score -1.487058e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 114844 members 
Entering Unmasked Estep 
Score: -14870643.000000 Penalty: 3792.385254
	Iteration 50Q: 3 clusters Score -1.487064e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 114946 members 
Entering Unmasked Estep 
Score: -14870672.000000 Penalty: 3792.385254
	Iteration 51Q: 3 clusters Score -1.487067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 115028 members 
Entering Unmasked Estep 
Score: -14870700.000000 Penalty: 3792.385254
	Iteration 52Q: 3 clusters Score -1.48707e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -14870715.000000 Penalty: 3792.385254
	Iteration 53Q: 3 clusters Score -1.487072e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 115199 members 
Entering Unmasked Estep 
Score: -14870758.000000 Penalty: 3792.385254
	Iteration 54Q: 3 clusters Score -1.487076e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -14870760.000000 Penalty: 3792.385254
	Iteration 55Q: 3 clusters Score -1.487076e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -14870763.000000 Penalty: 3792.385254
	Iteration 56Q: 3 clusters Score -1.487076e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -14870804.000000 Penalty: 3792.385254
	Iteration 57Q: 3 clusters Score -1.48708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 115423 members 
Entering Unmasked Estep 
Score: -14870824.000000 Penalty: 3792.385254
	Iteration 58Q: 3 clusters Score -1.487082e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -14870828.000000 Penalty: 3792.385254
	Iteration 59Q: 3 clusters Score -1.487083e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -14870831.000000 Penalty: 3792.385254
	Iteration 60F: 3 clusters Score -1.487083e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 115502 members 
Entering Unmasked Estep 
Score: -14870844.000000 Penalty: 3792.385254
	Iteration 61Q: 3 clusters Score -1.487084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -14870869.000000 Penalty: 3792.385254
	Iteration 62Q: 3 clusters Score -1.487087e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -14870878.000000 Penalty: 3792.385254
	Iteration 63Q: 3 clusters Score -1.487088e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 115575 members 
Entering Unmasked Estep 
Score: -14870913.000000 Penalty: 3792.385254
	Iteration 64Q: 3 clusters Score -1.487091e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 115604 members 
Entering Unmasked Estep 
Score: -14870905.000000 Penalty: 3792.385254
	Iteration 65Q: 3 clusters Score -1.48709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 115632 members 
Entering Unmasked Estep 
Score: -14870926.000000 Penalty: 3792.385254
	Iteration 66Q: 3 clusters Score -1.487093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -14870932.000000 Penalty: 3792.385254
	Iteration 67Q: 3 clusters Score -1.487093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 115666 members 
Entering Unmasked Estep 
Score: -14870926.000000 Penalty: 3792.385254
	Iteration 68Q: 3 clusters Score -1.487093e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
Score: -14870955.000000 Penalty: 3792.385254
	Iteration 69Q: 3 clusters Score -1.487096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -14870958.000000 Penalty: 3792.385254
	Iteration 70Q: 3 clusters Score -1.487096e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 115721 members 
Entering Unmasked Estep 
Score: -14870949.000000 Penalty: 3792.385254
	Iteration 71Q: 3 clusters Score -1.487095e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -14870920.000000 Penalty: 3792.385254
	Iteration 72Q: 3 clusters Score -1.487092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 115748 members 
Entering Unmasked Estep 
Score: -14870950.000000 Penalty: 3792.385254
	Iteration 73Q: 3 clusters Score -1.487095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -14870958.000000 Penalty: 3792.385254
	Iteration 74Q: 3 clusters Score -1.487096e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 115785 members 
Entering Unmasked Estep 
Score: -14870973.000000 Penalty: 3792.385254
	Iteration 75Q: 3 clusters Score -1.487097e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 115808 members 
Entering Unmasked Estep 
Score: -14870990.000000 Penalty: 3792.385254
	Iteration 76Q: 3 clusters Score -1.487099e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 115830 members 
Entering Unmasked Estep 
Score: -14870982.000000 Penalty: 3792.385254
	Iteration 77Q: 3 clusters Score -1.487098e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 115848 members 
Entering Unmasked Estep 
Score: -14870985.000000 Penalty: 3792.385254
	Iteration 78Q: 3 clusters Score -1.487098e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 115856 members 
Entering Unmasked Estep 
Score: -14870990.000000 Penalty: 3792.385254
	Iteration 79Q: 3 clusters Score -1.487099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -14871005.000000 Penalty: 3792.385254
	Iteration 80F: 3 clusters Score -1.4871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 115879 members 
Entering Unmasked Estep 
Score: -14871005.000000 Penalty: 3792.385254
	Iteration 81Q: 3 clusters Score -1.4871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 115896 members 
Entering Unmasked Estep 
Score: -14871025.000000 Penalty: 3792.385254
	Iteration 82Q: 3 clusters Score -1.487102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 115909 members 
Entering Unmasked Estep 
Score: -14871043.000000 Penalty: 3792.385254
	Iteration 83Q: 3 clusters Score -1.487104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 115914 members 
Entering Unmasked Estep 
Score: -14871019.000000 Penalty: 3792.385254
	Iteration 84Q: 3 clusters Score -1.487102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 115919 members 
Entering Unmasked Estep 
Score: -14871027.000000 Penalty: 3792.385254
	Iteration 85Q: 3 clusters Score -1.487103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 115923 members 
Entering Unmasked Estep 
Score: -14871022.000000 Penalty: 3792.385254
	Iteration 86Q: 3 clusters Score -1.487102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -14871035.000000 Penalty: 3792.385254
	Iteration 87Q: 3 clusters Score -1.487104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 115930 members 
Entering Unmasked Estep 
Score: -14871054.000000 Penalty: 3792.385254
	Iteration 88Q: 3 clusters Score -1.487105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -14871050.000000 Penalty: 3792.385254
	Iteration 89Q: 3 clusters Score -1.487105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
Score: -14871051.000000 Penalty: 3792.385254
	Iteration 90Q: 3 clusters Score -1.487105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 115936 members 
Entering Unmasked Estep 
Score: -14871053.000000 Penalty: 3792.385254
	Iteration 91Q: 3 clusters Score -1.487105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -14871056.000000 Penalty: 3792.385254
	Iteration 92Q: 3 clusters Score -1.487106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -14871056.000000 Penalty: 3792.385254
	Iteration 93F: 3 clusters Score -1.487106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Entering Unmasked Estep 
Score: -5081460.000000 Penalty: 1720.676514
	Iteration 0F: 2 clusters Score -5081460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -5054839.500000 Penalty: 3441.353027
	Iteration 0F: 3 clusters Score -5054840 nChanged 18438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5065232.500000 Penalty: 3441.353027
	Iteration 1F: 3 clusters Score -5065232 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -5065885.000000 Penalty: 3441.353027
	Iteration 2Q: 3 clusters Score -5065885 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -5066786.500000 Penalty: 3441.353027
	Iteration 3Q: 3 clusters Score -5066786 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -5068026.000000 Penalty: 3441.353027
	Iteration 4F: 3 clusters Score -5068026 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -5069776.000000 Penalty: 3441.353027
	Iteration 5F: 3 clusters Score -5069776 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5072015.000000 Penalty: 3441.353027
	Iteration 6F: 3 clusters Score -5072015 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -5074268.500000 Penalty: 3441.353027
	Iteration 7F: 3 clusters Score -5074268 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -5076219.500000 Penalty: 3441.353027
	Iteration 8F: 3 clusters Score -5076220 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -5077438.000000 Penalty: 3441.353027
	Iteration 9Q: 3 clusters Score -5077438 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -5078117.000000 Penalty: 3441.353027
	Iteration 10Q: 3 clusters Score -5078117 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -5078565.000000 Penalty: 3441.353027
	Iteration 11Q: 3 clusters Score -5078565 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -5078898.500000 Penalty: 3441.353027
	Iteration 12Q: 3 clusters Score -5078898 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5079162.000000 Penalty: 3441.353027
	Iteration 13Q: 3 clusters Score -5079162 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -5079363.000000 Penalty: 3441.353027
	Iteration 14Q: 3 clusters Score -5079363 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5079567.500000 Penalty: 3441.353027
	Iteration 15Q: 3 clusters Score -5079568 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -5079715.000000 Penalty: 3441.353027
	Iteration 16Q: 3 clusters Score -5079715 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -5079811.000000 Penalty: 3441.353027
	Iteration 17Q: 3 clusters Score -5079811 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5079911.000000 Penalty: 3441.353027
	Iteration 18Q: 3 clusters Score -5079911 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -5079991.500000 Penalty: 3441.353027
	Iteration 19Q: 3 clusters Score -5079992 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -5080034.500000 Penalty: 3441.353027
	Iteration 20F: 3 clusters Score -5080034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5080070.000000 Penalty: 3441.353027
	Iteration 21Q: 3 clusters Score -5080070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -5080102.500000 Penalty: 3441.353027
	Iteration 22Q: 3 clusters Score -5080102 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -5080133.000000 Penalty: 3441.353027
	Iteration 23Q: 3 clusters Score -5080133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -5080152.000000 Penalty: 3441.353027
	Iteration 24Q: 3 clusters Score -5080152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5080173.500000 Penalty: 3441.353027
	Iteration 25Q: 3 clusters Score -5080174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -5080191.000000 Penalty: 3441.353027
	Iteration 26Q: 3 clusters Score -5080191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -5080190.500000 Penalty: 3441.353027
	Iteration 27Q: 3 clusters Score -5080190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5080207.500000 Penalty: 3441.353027
	Iteration 28Q: 3 clusters Score -5080208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5080209.000000 Penalty: 3441.353027
	Iteration 29Q: 3 clusters Score -5080209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -5080210.500000 Penalty: 3441.353027
	Iteration 30Q: 3 clusters Score -5080210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -5080216.000000 Penalty: 3441.353027
	Iteration 31Q: 3 clusters Score -5080216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -5080221.500000 Penalty: 3441.353027
	Iteration 32Q: 3 clusters Score -5080222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -5080224.500000 Penalty: 3441.353027
	Iteration 33Q: 3 clusters Score -5080224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5080221.500000 Penalty: 3441.353027
	Iteration 34Q: 3 clusters Score -5080222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -5080217.000000 Penalty: 3441.353027
	Iteration 35Q: 3 clusters Score -5080217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5080215.500000 Penalty: 3441.353027
	Iteration 36Q: 3 clusters Score -5080216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -5080212.000000 Penalty: 3441.353027
	Iteration 37Q: 3 clusters Score -5080212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -5080215.000000 Penalty: 3441.353027
	Iteration 38Q: 3 clusters Score -5080215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -5080219.000000 Penalty: 3441.353027
	Iteration 39Q: 3 clusters Score -5080219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -5080221.500000 Penalty: 3441.353027
	Iteration 40F: 3 clusters Score -5080222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5080222.000000 Penalty: 3441.353027
	Iteration 41Q: 3 clusters Score -5080222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5080219.500000 Penalty: 3441.353027
	Iteration 42Q: 3 clusters Score -5080220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -5080214.000000 Penalty: 3441.353027
	Iteration 43Q: 3 clusters Score -5080214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -5080214.500000 Penalty: 3441.353027
	Iteration 44Q: 3 clusters Score -5080214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -5080209.500000 Penalty: 3441.353027
	Iteration 45Q: 3 clusters Score -5080210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5080217.500000 Penalty: 3441.353027
	Iteration 46Q: 3 clusters Score -5080218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -5080216.500000 Penalty: 3441.353027
	Iteration 47Q: 3 clusters Score -5080216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -5080218.500000 Penalty: 3441.353027
	Iteration 48Q: 3 clusters Score -5080218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5080218.000000 Penalty: 3441.353027
	Iteration 49Q: 3 clusters Score -5080218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5080215.000000 Penalty: 3441.353027
	Iteration 50Q: 3 clusters Score -5080215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5080215.000000 Penalty: 3441.353027
	Iteration 51F: 3 clusters Score -5080215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Entering Unmasked Estep 
Score: -1297684.125000 Penalty: 1500.232422
	Iteration 0F: 2 clusters Score -1297684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1290311.250000 Penalty: 3000.464844
	Iteration 0F: 3 clusters Score -1290311 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1292705.500000 Penalty: 3000.464844
	Iteration 1F: 3 clusters Score -1292706 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1292962.750000 Penalty: 3000.464844
	Iteration 2F: 3 clusters Score -1292963 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1293173.875000 Penalty: 3000.464844
	Iteration 3Q: 3 clusters Score -1293174 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1293369.375000 Penalty: 3000.464844
	Iteration 4Q: 3 clusters Score -1293369 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1293619.750000 Penalty: 3000.464844
	Iteration 5Q: 3 clusters Score -1293620 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1293957.750000 Penalty: 3000.464844
	Iteration 6Q: 3 clusters Score -1293958 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1294293.250000 Penalty: 3000.464844
	Iteration 7Q: 3 clusters Score -1294293 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1294630.250000 Penalty: 3000.464844
	Iteration 8Q: 3 clusters Score -1294630 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1294965.750000 Penalty: 3000.464844
	Iteration 9Q: 3 clusters Score -1294966 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1295246.125000 Penalty: 3000.464844
	Iteration 10Q: 3 clusters Score -1295246 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1295521.250000 Penalty: 3000.464844
	Iteration 11Q: 3 clusters Score -1295521 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1295791.625000 Penalty: 3000.464844
	Iteration 12Q: 3 clusters Score -1295792 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1295997.125000 Penalty: 3000.464844
	Iteration 13Q: 3 clusters Score -1295997 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1296136.875000 Penalty: 3000.464844
	Iteration 14Q: 3 clusters Score -1296137 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1296227.000000 Penalty: 3000.464844
	Iteration 15Q: 3 clusters Score -1296227 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1296284.375000 Penalty: 3000.464844
	Iteration 16Q: 3 clusters Score -1296284 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1296330.125000 Penalty: 3000.464844
	Iteration 17Q: 3 clusters Score -1296330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1296369.750000 Penalty: 3000.464844
	Iteration 18Q: 3 clusters Score -1296370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1296393.000000 Penalty: 3000.464844
	Iteration 19Q: 3 clusters Score -1296393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1296417.125000 Penalty: 3000.464844
	Iteration 20F: 3 clusters Score -1296417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1296434.250000 Penalty: 3000.464844
	Iteration 21Q: 3 clusters Score -1296434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1296448.250000 Penalty: 3000.464844
	Iteration 22Q: 3 clusters Score -1296448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1296457.375000 Penalty: 3000.464844
	Iteration 23Q: 3 clusters Score -1296457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1296466.875000 Penalty: 3000.464844
	Iteration 24Q: 3 clusters Score -1296467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1296472.500000 Penalty: 3000.464844
	Iteration 25Q: 3 clusters Score -1296472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1296482.000000 Penalty: 3000.464844
	Iteration 26Q: 3 clusters Score -1296482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1296488.500000 Penalty: 3000.464844
	Iteration 27Q: 3 clusters Score -1296488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1296493.500000 Penalty: 3000.464844
	Iteration 28Q: 3 clusters Score -1296494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1296502.250000 Penalty: 3000.464844
	Iteration 29Q: 3 clusters Score -1296502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1296506.750000 Penalty: 3000.464844
	Iteration 30Q: 3 clusters Score -1296507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1296514.375000 Penalty: 3000.464844
	Iteration 31Q: 3 clusters Score -1296514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1296520.250000 Penalty: 3000.464844
	Iteration 32Q: 3 clusters Score -1296520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1296525.250000 Penalty: 3000.464844
	Iteration 33Q: 3 clusters Score -1296525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1296527.250000 Penalty: 3000.464844
	Iteration 34Q: 3 clusters Score -1296527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1296535.000000 Penalty: 3000.464844
	Iteration 35Q: 3 clusters Score -1296535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1296538.000000 Penalty: 3000.464844
	Iteration 36Q: 3 clusters Score -1296538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1296542.750000 Penalty: 3000.464844
	Iteration 37Q: 3 clusters Score -1296543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1296548.625000 Penalty: 3000.464844
	Iteration 38Q: 3 clusters Score -1296549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1296553.125000 Penalty: 3000.464844
	Iteration 39Q: 3 clusters Score -1296553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1296556.500000 Penalty: 3000.464844
	Iteration 40F: 3 clusters Score -1296556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1296558.750000 Penalty: 3000.464844
	Iteration 41Q: 3 clusters Score -1296559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1296561.500000 Penalty: 3000.464844
	Iteration 42Q: 3 clusters Score -1296562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1296561.500000 Penalty: 3000.464844
	Iteration 43F: 3 clusters Score -1296562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Entering Unmasked Estep 
Score: -5850447.500000 Penalty: 1742.981323
	Iteration 0F: 2 clusters Score -5850448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -5819985.500000 Penalty: 3485.962646
	Iteration 0F: 3 clusters Score -5819986 nChanged 21255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -5831998.500000 Penalty: 3485.962646
	Iteration 1F: 3 clusters Score -5831998 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5832485.500000 Penalty: 3485.962646
	Iteration 2Q: 3 clusters Score -5832486 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -5833069.500000 Penalty: 3485.962646
	Iteration 3Q: 3 clusters Score -5833070 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -5833761.500000 Penalty: 3485.962646
	Iteration 4Q: 3 clusters Score -5833762 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5834721.000000 Penalty: 3485.962646
	Iteration 5Q: 3 clusters Score -5834721 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -5835942.000000 Penalty: 3485.962646
	Iteration 6Q: 3 clusters Score -5835942 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -5837652.500000 Penalty: 3485.962646
	Iteration 7F: 3 clusters Score -5837652 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -5839653.000000 Penalty: 3485.962646
	Iteration 8F: 3 clusters Score -5839653 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -5841737.000000 Penalty: 3485.962646
	Iteration 9F: 3 clusters Score -5841737 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -5843491.000000 Penalty: 3485.962646
	Iteration 10Q: 3 clusters Score -5843491 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -5844757.500000 Penalty: 3485.962646
	Iteration 11Q: 3 clusters Score -5844758 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -5845567.500000 Penalty: 3485.962646
	Iteration 12Q: 3 clusters Score -5845568 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -5846101.000000 Penalty: 3485.962646
	Iteration 13Q: 3 clusters Score -5846101 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5846523.500000 Penalty: 3485.962646
	Iteration 14Q: 3 clusters Score -5846524 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5846948.000000 Penalty: 3485.962646
	Iteration 15Q: 3 clusters Score -5846948 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5847248.000000 Penalty: 3485.962646
	Iteration 16Q: 3 clusters Score -5847248 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5847536.000000 Penalty: 3485.962646
	Iteration 17Q: 3 clusters Score -5847536 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5847768.500000 Penalty: 3485.962646
	Iteration 18Q: 3 clusters Score -5847768 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5847958.500000 Penalty: 3485.962646
	Iteration 19Q: 3 clusters Score -5847958 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5848143.000000 Penalty: 3485.962646
	Iteration 20F: 3 clusters Score -5848143 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5848317.000000 Penalty: 3485.962646
	Iteration 21Q: 3 clusters Score -5848317 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5848431.500000 Penalty: 3485.962646
	Iteration 22Q: 3 clusters Score -5848432 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5848524.500000 Penalty: 3485.962646
	Iteration 23Q: 3 clusters Score -5848524 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5848594.500000 Penalty: 3485.962646
	Iteration 24Q: 3 clusters Score -5848594 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5848656.500000 Penalty: 3485.962646
	Iteration 25Q: 3 clusters Score -5848656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5848707.500000 Penalty: 3485.962646
	Iteration 26Q: 3 clusters Score -5848708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5848746.000000 Penalty: 3485.962646
	Iteration 27Q: 3 clusters Score -5848746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5848770.500000 Penalty: 3485.962646
	Iteration 28Q: 3 clusters Score -5848770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5848801.500000 Penalty: 3485.962646
	Iteration 29Q: 3 clusters Score -5848802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5848820.000000 Penalty: 3485.962646
	Iteration 30Q: 3 clusters Score -5848820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5848846.500000 Penalty: 3485.962646
	Iteration 31Q: 3 clusters Score -5848846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5848879.500000 Penalty: 3485.962646
	Iteration 32Q: 3 clusters Score -5848880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5848901.000000 Penalty: 3485.962646
	Iteration 33Q: 3 clusters Score -5848901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5848916.000000 Penalty: 3485.962646
	Iteration 34Q: 3 clusters Score -5848916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5848919.500000 Penalty: 3485.962646
	Iteration 35Q: 3 clusters Score -5848920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5848931.500000 Penalty: 3485.962646
	Iteration 36Q: 3 clusters Score -5848932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5848936.000000 Penalty: 3485.962646
	Iteration 37Q: 3 clusters Score -5848936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5848936.000000 Penalty: 3485.962646
	Iteration 38Q: 3 clusters Score -5848936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5848946.500000 Penalty: 3485.962646
	Iteration 39Q: 3 clusters Score -5848946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5848947.000000 Penalty: 3485.962646
	Iteration 40F: 3 clusters Score -5848947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5848942.500000 Penalty: 3485.962646
	Iteration 41Q: 3 clusters Score -5848942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5848952.000000 Penalty: 3485.962646
	Iteration 42Q: 3 clusters Score -5848952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5848961.500000 Penalty: 3485.962646
	Iteration 43Q: 3 clusters Score -5848962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5848957.000000 Penalty: 3485.962646
	Iteration 44Q: 3 clusters Score -5848957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5848959.000000 Penalty: 3485.962646
	Iteration 45Q: 3 clusters Score -5848959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5848958.500000 Penalty: 3485.962646
	Iteration 46Q: 3 clusters Score -5848958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5848963.000000 Penalty: 3485.962646
	Iteration 47Q: 3 clusters Score -5848963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5848967.500000 Penalty: 3485.962646
	Iteration 48Q: 3 clusters Score -5848968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5848966.500000 Penalty: 3485.962646
	Iteration 49Q: 3 clusters Score -5848966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5848968.000000 Penalty: 3485.962646
	Iteration 50Q: 3 clusters Score -5848968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5848971.000000 Penalty: 3485.962646
	Iteration 51Q: 3 clusters Score -5848971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5848976.500000 Penalty: 3485.962646
	Iteration 52Q: 3 clusters Score -5848976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5848973.000000 Penalty: 3485.962646
	Iteration 53Q: 3 clusters Score -5848973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5848970.500000 Penalty: 3485.962646
	Iteration 54Q: 3 clusters Score -5848970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5848974.000000 Penalty: 3485.962646
	Iteration 55Q: 3 clusters Score -5848974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5848974.000000 Penalty: 3485.962646
	Iteration 56Q: 3 clusters Score -5848974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5848974.000000 Penalty: 3485.962646
	Iteration 57F: 3 clusters Score -5848974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107102 members 
Entering Unmasked Estep 
Score: -13868706.000000 Penalty: 1881.999756
	Iteration 0F: 2 clusters Score -1.386871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -13804261.000000 Penalty: 3763.999512
	Iteration 0F: 3 clusters Score -1.380426e+07 nChanged 51372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -13834201.000000 Penalty: 3763.999512
	Iteration 1F: 3 clusters Score -1.38342e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -13834917.000000 Penalty: 3763.999512
	Iteration 2Q: 3 clusters Score -1.383492e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -13835696.000000 Penalty: 3763.999512
	Iteration 3Q: 3 clusters Score -1.38357e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -13836569.000000 Penalty: 3763.999512
	Iteration 4Q: 3 clusters Score -1.383657e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -13837508.000000 Penalty: 3763.999512
	Iteration 5Q: 3 clusters Score -1.383751e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -13838654.000000 Penalty: 3763.999512
	Iteration 6Q: 3 clusters Score -1.383865e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -13840342.000000 Penalty: 3763.999512
	Iteration 7Q: 3 clusters Score -1.384034e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -13842729.000000 Penalty: 3763.999512
	Iteration 8Q: 3 clusters Score -1.384273e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -13845518.000000 Penalty: 3763.999512
	Iteration 9F: 3 clusters Score -1.384552e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -13848569.000000 Penalty: 3763.999512
	Iteration 10F: 3 clusters Score -1.384857e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -13851523.000000 Penalty: 3763.999512
	Iteration 11F: 3 clusters Score -1.385152e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -13853845.000000 Penalty: 3763.999512
	Iteration 12Q: 3 clusters Score -1.385384e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -13855470.000000 Penalty: 3763.999512
	Iteration 13Q: 3 clusters Score -1.385547e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -13856624.000000 Penalty: 3763.999512
	Iteration 14Q: 3 clusters Score -1.385662e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -13857443.000000 Penalty: 3763.999512
	Iteration 15Q: 3 clusters Score -1.385744e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -13858048.000000 Penalty: 3763.999512
	Iteration 16Q: 3 clusters Score -1.385805e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -13858561.000000 Penalty: 3763.999512
	Iteration 17Q: 3 clusters Score -1.385856e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92561 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -13858915.000000 Penalty: 3763.999512
	Iteration 18Q: 3 clusters Score -1.385892e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -13859311.000000 Penalty: 3763.999512
	Iteration 19Q: 3 clusters Score -1.385931e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -13859637.000000 Penalty: 3763.999512
	Iteration 20F: 3 clusters Score -1.385964e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -13860027.000000 Penalty: 3763.999512
	Iteration 21Q: 3 clusters Score -1.386003e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -13860484.000000 Penalty: 3763.999512
	Iteration 22Q: 3 clusters Score -1.386048e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -13860910.000000 Penalty: 3763.999512
	Iteration 23Q: 3 clusters Score -1.386091e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -13861175.000000 Penalty: 3763.999512
	Iteration 24Q: 3 clusters Score -1.386118e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -13861549.000000 Penalty: 3763.999512
	Iteration 25Q: 3 clusters Score -1.386155e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -13861949.000000 Penalty: 3763.999512
	Iteration 26Q: 3 clusters Score -1.386195e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -13862532.000000 Penalty: 3763.999512
	Iteration 27Q: 3 clusters Score -1.386253e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -13863140.000000 Penalty: 3763.999512
	Iteration 28Q: 3 clusters Score -1.386314e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -13863584.000000 Penalty: 3763.999512
	Iteration 29Q: 3 clusters Score -1.386358e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -13864024.000000 Penalty: 3763.999512
	Iteration 30Q: 3 clusters Score -1.386402e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -13864481.000000 Penalty: 3763.999512
	Iteration 31Q: 3 clusters Score -1.386448e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -13865001.000000 Penalty: 3763.999512
	Iteration 32Q: 3 clusters Score -1.3865e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104354 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -13865426.000000 Penalty: 3763.999512
	Iteration 33Q: 3 clusters Score -1.386543e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -13865754.000000 Penalty: 3763.999512
	Iteration 34Q: 3 clusters Score -1.386575e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -13866068.000000 Penalty: 3763.999512
	Iteration 35Q: 3 clusters Score -1.386607e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105781 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13866333.000000 Penalty: 3763.999512
	Iteration 36Q: 3 clusters Score -1.386633e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13866537.000000 Penalty: 3763.999512
	Iteration 37Q: 3 clusters Score -1.386654e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -13866704.000000 Penalty: 3763.999512
	Iteration 38Q: 3 clusters Score -1.38667e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13866802.000000 Penalty: 3763.999512
	Iteration 39Q: 3 clusters Score -1.38668e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13866901.000000 Penalty: 3763.999512
	Iteration 40F: 3 clusters Score -1.38669e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13866933.000000 Penalty: 3763.999512
	Iteration 41Q: 3 clusters Score -1.386693e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106667 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13866988.000000 Penalty: 3763.999512
	Iteration 42Q: 3 clusters Score -1.386699e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13867019.000000 Penalty: 3763.999512
	Iteration 43Q: 3 clusters Score -1.386702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13867023.000000 Penalty: 3763.999512
	Iteration 44Q: 3 clusters Score -1.386702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -13867035.000000 Penalty: 3763.999512
	Iteration 45Q: 3 clusters Score -1.386704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13867058.000000 Penalty: 3763.999512
	Iteration 46Q: 3 clusters Score -1.386706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13867070.000000 Penalty: 3763.999512
	Iteration 47Q: 3 clusters Score -1.386707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13867090.000000 Penalty: 3763.999512
	Iteration 48Q: 3 clusters Score -1.386709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106787 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13867099.000000 Penalty: 3763.999512
	Iteration 49Q: 3 clusters Score -1.38671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106792 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13867095.000000 Penalty: 3763.999512
	Iteration 50Q: 3 clusters Score -1.38671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106796 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13867094.000000 Penalty: 3763.999512
	Iteration 51Q: 3 clusters Score -1.386709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106801 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13867099.000000 Penalty: 3763.999512
	Iteration 52Q: 3 clusters Score -1.38671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13867102.000000 Penalty: 3763.999512
	Iteration 53Q: 3 clusters Score -1.38671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -13867104.000000 Penalty: 3763.999512
	Iteration 54Q: 3 clusters Score -1.38671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -13867104.000000 Penalty: 3763.999512
	Iteration 55F: 3 clusters Score -1.38671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Entering Unmasked Estep 
Score: -3372119.250000 Penalty: 1654.665649
	Iteration 0F: 2 clusters Score -3372119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3354124.750000 Penalty: 3309.331299
	Iteration 0F: 3 clusters Score -3354125 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3360904.000000 Penalty: 3309.331299
	Iteration 1F: 3 clusters Score -3360904 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3361313.750000 Penalty: 3309.331299
	Iteration 2Q: 3 clusters Score -3361314 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3361735.250000 Penalty: 3309.331299
	Iteration 3Q: 3 clusters Score -3361735 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3362255.500000 Penalty: 3309.331299
	Iteration 4Q: 3 clusters Score -3362256 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3362947.250000 Penalty: 3309.331299
	Iteration 5F: 3 clusters Score -3362947 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3363940.500000 Penalty: 3309.331299
	Iteration 6F: 3 clusters Score -3363940 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3365231.250000 Penalty: 3309.331299
	Iteration 7F: 3 clusters Score -3365231 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3366643.500000 Penalty: 3309.331299
	Iteration 8F: 3 clusters Score -3366644 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3367797.000000 Penalty: 3309.331299
	Iteration 9F: 3 clusters Score -3367797 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3368737.750000 Penalty: 3309.331299
	Iteration 10Q: 3 clusters Score -3368738 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3369417.000000 Penalty: 3309.331299
	Iteration 11Q: 3 clusters Score -3369417 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3369868.250000 Penalty: 3309.331299
	Iteration 12Q: 3 clusters Score -3369868 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3370147.000000 Penalty: 3309.331299
	Iteration 13Q: 3 clusters Score -3370147 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3370341.500000 Penalty: 3309.331299
	Iteration 14Q: 3 clusters Score -3370342 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3370460.000000 Penalty: 3309.331299
	Iteration 15Q: 3 clusters Score -3370460 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3370572.000000 Penalty: 3309.331299
	Iteration 16Q: 3 clusters Score -3370572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3370632.750000 Penalty: 3309.331299
	Iteration 17Q: 3 clusters Score -3370633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3370697.000000 Penalty: 3309.331299
	Iteration 18Q: 3 clusters Score -3370697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3370749.500000 Penalty: 3309.331299
	Iteration 19Q: 3 clusters Score -3370750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3370794.750000 Penalty: 3309.331299
	Iteration 20F: 3 clusters Score -3370795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3370829.000000 Penalty: 3309.331299
	Iteration 21Q: 3 clusters Score -3370829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3370861.000000 Penalty: 3309.331299
	Iteration 22Q: 3 clusters Score -3370861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3370870.750000 Penalty: 3309.331299
	Iteration 23Q: 3 clusters Score -3370871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3370892.750000 Penalty: 3309.331299
	Iteration 24Q: 3 clusters Score -3370893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3370901.000000 Penalty: 3309.331299
	Iteration 25Q: 3 clusters Score -3370901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3370906.500000 Penalty: 3309.331299
	Iteration 26Q: 3 clusters Score -3370906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3370912.250000 Penalty: 3309.331299
	Iteration 27Q: 3 clusters Score -3370912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3370908.500000 Penalty: 3309.331299
	Iteration 28Q: 3 clusters Score -3370908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3370908.250000 Penalty: 3309.331299
	Iteration 29Q: 3 clusters Score -3370908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3370908.250000 Penalty: 3309.331299
	Iteration 30F: 3 clusters Score -3370908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116015 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50404 members 
Mstep: Class 7 contains 43310 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17994 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116877 members 
Mstep: Class 18 contains 39687 members 
Mstep: Class 20 contains 10221 members 
Mstep: Class 21 contains 45526 members 
Mstep: Class 23 contains 107102 members 
Mstep: Class 24 contains 26438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807096.000000 Penalty: 36656.769531
Iteration 239Q: 18 clusters Score -7.28071e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116012 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50401 members 
Mstep: Class 7 contains 43325 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17979 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116843 members 
Mstep: Class 18 contains 39629 members 
Mstep: Class 20 contains 10305 members 
Mstep: Class 21 contains 45533 members 
Mstep: Class 23 contains 107105 members 
Mstep: Class 24 contains 26442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807184.000000 Penalty: 36656.769531
Iteration 240F: 18 clusters Score -7.280718e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 116000 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50405 members 
Mstep: Class 7 contains 43334 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17967 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116806 members 
Mstep: Class 18 contains 39566 members 
Mstep: Class 20 contains 10398 members 
Mstep: Class 21 contains 45542 members 
Mstep: Class 23 contains 107107 members 
Mstep: Class 24 contains 26451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807224.000000 Penalty: 36656.769531
Iteration 241Q: 18 clusters Score -7.280722e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115989 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50412 members 
Mstep: Class 7 contains 43336 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17956 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116770 members 
Mstep: Class 18 contains 39516 members 
Mstep: Class 20 contains 10479 members 
Mstep: Class 21 contains 45545 members 
Mstep: Class 23 contains 107108 members 
Mstep: Class 24 contains 26468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807232.000000 Penalty: 36656.769531
Iteration 242Q: 18 clusters Score -7.280723e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115987 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50412 members 
Mstep: Class 7 contains 43339 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17952 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116741 members 
Mstep: Class 18 contains 39454 members 
Mstep: Class 20 contains 10547 members 
Mstep: Class 21 contains 45552 members 
Mstep: Class 23 contains 107108 members 
Mstep: Class 24 contains 26490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807240.000000 Penalty: 36656.769531
Iteration 243Q: 18 clusters Score -7.280724e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115979 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50415 members 
Mstep: Class 7 contains 43348 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17936 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116715 members 
Mstep: Class 18 contains 39398 members 
Mstep: Class 20 contains 10610 members 
Mstep: Class 21 contains 45566 members 
Mstep: Class 23 contains 107104 members 
Mstep: Class 24 contains 26512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807168.000000 Penalty: 36656.769531
Iteration 244Q: 18 clusters Score -7.280717e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115957 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50411 members 
Mstep: Class 7 contains 43353 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116700 members 
Mstep: Class 18 contains 39335 members 
Mstep: Class 20 contains 10670 members 
Mstep: Class 21 contains 45582 members 
Mstep: Class 23 contains 107106 members 
Mstep: Class 24 contains 26539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807248.000000 Penalty: 36656.769531
Iteration 245Q: 18 clusters Score -7.280725e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115941 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50409 members 
Mstep: Class 7 contains 43355 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17919 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116690 members 
Mstep: Class 18 contains 39271 members 
Mstep: Class 20 contains 10727 members 
Mstep: Class 21 contains 45595 members 
Mstep: Class 23 contains 107105 members 
Mstep: Class 24 contains 26570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807152.000000 Penalty: 36656.769531
Iteration 246Q: 18 clusters Score -7.280715e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115935 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50409 members 
Mstep: Class 7 contains 43353 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17905 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116677 members 
Mstep: Class 18 contains 39213 members 
Mstep: Class 20 contains 10785 members 
Mstep: Class 21 contains 45601 members 
Mstep: Class 23 contains 107103 members 
Mstep: Class 24 contains 26601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807304.000000 Penalty: 36656.769531
Iteration 247Q: 18 clusters Score -7.28073e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115934 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50406 members 
Mstep: Class 7 contains 43357 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17890 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116661 members 
Mstep: Class 18 contains 39156 members 
Mstep: Class 20 contains 10842 members 
Mstep: Class 21 contains 45607 members 
Mstep: Class 23 contains 107097 members 
Mstep: Class 24 contains 26632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807280.000000 Penalty: 36656.769531
Iteration 248Q: 18 clusters Score -7.280728e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115926 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50394 members 
Mstep: Class 7 contains 43364 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17870 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116660 members 
Mstep: Class 18 contains 39114 members 
Mstep: Class 20 contains 10899 members 
Mstep: Class 21 contains 45604 members 
Mstep: Class 23 contains 107092 members 
Mstep: Class 24 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807312.000000 Penalty: 36656.769531
Iteration 249Q: 18 clusters Score -7.280731e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115894 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50389 members 
Mstep: Class 7 contains 43376 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17858 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116642 members 
Mstep: Class 18 contains 39069 members 
Mstep: Class 20 contains 10975 members 
Mstep: Class 21 contains 45606 members 
Mstep: Class 23 contains 107090 members 
Mstep: Class 24 contains 26683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807504.000000 Penalty: 36656.769531
Iteration 250Q: 18 clusters Score -7.28075e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115855 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50388 members 
Mstep: Class 7 contains 43392 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17849 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116624 members 
Mstep: Class 18 contains 39029 members 
Mstep: Class 20 contains 11041 members 
Mstep: Class 21 contains 45617 members 
Mstep: Class 23 contains 107089 members 
Mstep: Class 24 contains 26699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807528.000000 Penalty: 36656.769531
Iteration 251Q: 18 clusters Score -7.280753e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115813 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50385 members 
Mstep: Class 7 contains 43416 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 17845 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116602 members 
Mstep: Class 18 contains 38991 members 
Mstep: Class 20 contains 11105 members 
Mstep: Class 21 contains 45625 members 
Mstep: Class 23 contains 107088 members 
Mstep: Class 24 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807544.000000 Penalty: 36656.769531
Iteration 252Q: 18 clusters Score -7.280754e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115759 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43438 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116607 members 
Mstep: Class 18 contains 38954 members 
Mstep: Class 20 contains 11176 members 
Mstep: Class 21 contains 45630 members 
Mstep: Class 23 contains 107083 members 
Mstep: Class 24 contains 26727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807592.000000 Penalty: 36656.769531
Iteration 253Q: 18 clusters Score -7.280759e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115715 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43462 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17829 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116588 members 
Mstep: Class 18 contains 38910 members 
Mstep: Class 20 contains 11260 members 
Mstep: Class 21 contains 45631 members 
Mstep: Class 23 contains 107082 members 
Mstep: Class 24 contains 26736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807680.000000 Penalty: 36656.769531
Iteration 254Q: 18 clusters Score -7.280768e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115664 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50373 members 
Mstep: Class 7 contains 43474 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17820 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116600 members 
Mstep: Class 18 contains 38872 members 
Mstep: Class 20 contains 11334 members 
Mstep: Class 21 contains 45627 members 
Mstep: Class 23 contains 107079 members 
Mstep: Class 24 contains 26749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807608.000000 Penalty: 36656.769531
Iteration 255Q: 18 clusters Score -7.280761e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115617 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43477 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17804 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116594 members 
Mstep: Class 18 contains 38836 members 
Mstep: Class 20 contains 11412 members 
Mstep: Class 21 contains 45628 members 
Mstep: Class 23 contains 107079 members 
Mstep: Class 24 contains 26770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807584.000000 Penalty: 36656.769531
Iteration 256Q: 18 clusters Score -7.280758e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115581 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50372 members 
Mstep: Class 7 contains 43491 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17792 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116596 members 
Mstep: Class 18 contains 38791 members 
Mstep: Class 20 contains 11480 members 
Mstep: Class 21 contains 45623 members 
Mstep: Class 23 contains 107079 members 
Mstep: Class 24 contains 26789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807680.000000 Penalty: 36656.769531
Iteration 257Q: 18 clusters Score -7.280768e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115544 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50363 members 
Mstep: Class 7 contains 43501 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17782 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116604 members 
Mstep: Class 18 contains 38750 members 
Mstep: Class 20 contains 11538 members 
Mstep: Class 21 contains 45623 members 
Mstep: Class 23 contains 107076 members 
Mstep: Class 24 contains 26813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807800.000000 Penalty: 36656.769531
Iteration 258Q: 18 clusters Score -7.28078e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115526 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50356 members 
Mstep: Class 7 contains 43517 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17769 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116612 members 
Mstep: Class 18 contains 38705 members 
Mstep: Class 20 contains 11594 members 
Mstep: Class 21 contains 45616 members 
Mstep: Class 23 contains 107075 members 
Mstep: Class 24 contains 26826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807984.000000 Penalty: 36656.769531
Iteration 259Q: 18 clusters Score -7.280798e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115510 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50347 members 
Mstep: Class 7 contains 43533 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17751 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116632 members 
Mstep: Class 18 contains 38658 members 
Mstep: Class 20 contains 11632 members 
Mstep: Class 21 contains 45615 members 
Mstep: Class 23 contains 107077 members 
Mstep: Class 24 contains 26841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807944.000000 Penalty: 36656.769531
Iteration 260F: 18 clusters Score -7.280794e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115490 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50339 members 
Mstep: Class 7 contains 43547 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17741 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116653 members 
Mstep: Class 18 contains 38617 members 
Mstep: Class 20 contains 11658 members 
Mstep: Class 21 contains 45615 members 
Mstep: Class 23 contains 107079 members 
Mstep: Class 24 contains 26858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808040.000000 Penalty: 36656.769531
Iteration 261Q: 18 clusters Score -7.280804e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115475 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50348 members 
Mstep: Class 7 contains 43548 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17735 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116664 members 
Mstep: Class 18 contains 38576 members 
Mstep: Class 20 contains 11680 members 
Mstep: Class 21 contains 45618 members 
Mstep: Class 23 contains 107074 members 
Mstep: Class 24 contains 26879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808136.000000 Penalty: 36656.769531
Iteration 262Q: 18 clusters Score -7.280814e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115462 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50349 members 
Mstep: Class 7 contains 43559 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17730 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116669 members 
Mstep: Class 18 contains 38530 members 
Mstep: Class 20 contains 11717 members 
Mstep: Class 21 contains 45619 members 
Mstep: Class 23 contains 107070 members 
Mstep: Class 24 contains 26894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808192.000000 Penalty: 36656.769531
Iteration 263Q: 18 clusters Score -7.280819e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115442 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50358 members 
Mstep: Class 7 contains 43574 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17721 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116654 members 
Mstep: Class 18 contains 38491 members 
Mstep: Class 20 contains 11760 members 
Mstep: Class 21 contains 45628 members 
Mstep: Class 23 contains 107066 members 
Mstep: Class 24 contains 26906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808256.000000 Penalty: 36656.769531
Iteration 264Q: 18 clusters Score -7.280826e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115431 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50367 members 
Mstep: Class 7 contains 43588 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17715 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116645 members 
Mstep: Class 18 contains 38447 members 
Mstep: Class 20 contains 11778 members 
Mstep: Class 21 contains 45634 members 
Mstep: Class 23 contains 107066 members 
Mstep: Class 24 contains 26930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808272.000000 Penalty: 36656.769531
Iteration 265Q: 18 clusters Score -7.280827e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115420 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50372 members 
Mstep: Class 7 contains 43600 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17712 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116654 members 
Mstep: Class 18 contains 38393 members 
Mstep: Class 20 contains 11796 members 
Mstep: Class 21 contains 45637 members 
Mstep: Class 23 contains 107067 members 
Mstep: Class 24 contains 26951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808432.000000 Penalty: 36656.769531
Iteration 266Q: 18 clusters Score -7.280843e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115423 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50374 members 
Mstep: Class 7 contains 43610 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17706 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116697 members 
Mstep: Class 18 contains 38319 members 
Mstep: Class 20 contains 11811 members 
Mstep: Class 21 contains 45637 members 
Mstep: Class 23 contains 107062 members 
Mstep: Class 24 contains 26963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808376.000000 Penalty: 36656.769531
Iteration 267Q: 18 clusters Score -7.280838e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115427 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50378 members 
Mstep: Class 7 contains 43620 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17696 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116720 members 
Mstep: Class 18 contains 38250 members 
Mstep: Class 20 contains 11838 members 
Mstep: Class 21 contains 45640 members 
Mstep: Class 23 contains 107060 members 
Mstep: Class 24 contains 26973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808360.000000 Penalty: 36656.769531
Iteration 268Q: 18 clusters Score -7.280836e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115441 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50383 members 
Mstep: Class 7 contains 43628 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17690 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116729 members 
Mstep: Class 18 contains 38188 members 
Mstep: Class 20 contains 11855 members 
Mstep: Class 21 contains 45640 members 
Mstep: Class 23 contains 107054 members 
Mstep: Class 24 contains 26994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808296.000000 Penalty: 36656.769531
Iteration 269Q: 18 clusters Score -7.28083e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115460 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50382 members 
Mstep: Class 7 contains 43636 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17689 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116716 members 
Mstep: Class 18 contains 38135 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 21 contains 45646 members 
Mstep: Class 23 contains 107053 members 
Mstep: Class 24 contains 27016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 270Q: 18 clusters Score -7.280825e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115484 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50383 members 
Mstep: Class 7 contains 43642 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17683 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116715 members 
Mstep: Class 18 contains 38072 members 
Mstep: Class 20 contains 11880 members 
Mstep: Class 21 contains 45655 members 
Mstep: Class 23 contains 107048 members 
Mstep: Class 24 contains 27038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808272.000000 Penalty: 36656.769531
Iteration 271Q: 18 clusters Score -7.280827e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115502 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50381 members 
Mstep: Class 7 contains 43643 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17678 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116730 members 
Mstep: Class 18 contains 38015 members 
Mstep: Class 20 contains 11884 members 
Mstep: Class 21 contains 45669 members 
Mstep: Class 23 contains 107047 members 
Mstep: Class 24 contains 27051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808232.000000 Penalty: 36656.769531
Iteration 272Q: 18 clusters Score -7.280823e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115512 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50370 members 
Mstep: Class 7 contains 43653 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17676 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116743 members 
Mstep: Class 18 contains 37961 members 
Mstep: Class 20 contains 11900 members 
Mstep: Class 21 contains 45676 members 
Mstep: Class 23 contains 107047 members 
Mstep: Class 24 contains 27062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808256.000000 Penalty: 36656.769531
Iteration 273Q: 18 clusters Score -7.280826e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115516 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50363 members 
Mstep: Class 7 contains 43655 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17675 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116760 members 
Mstep: Class 18 contains 37922 members 
Mstep: Class 20 contains 11920 members 
Mstep: Class 21 contains 45678 members 
Mstep: Class 23 contains 107040 members 
Mstep: Class 24 contains 27071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 274Q: 18 clusters Score -7.280825e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115523 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50363 members 
Mstep: Class 7 contains 43655 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17675 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116765 members 
Mstep: Class 18 contains 37876 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 45680 members 
Mstep: Class 23 contains 107032 members 
Mstep: Class 24 contains 27081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808240.000000 Penalty: 36656.769531
Iteration 275Q: 18 clusters Score -7.280824e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115537 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 7 contains 43652 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17670 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116763 members 
Mstep: Class 18 contains 37839 members 
Mstep: Class 20 contains 11972 members 
Mstep: Class 21 contains 45687 members 
Mstep: Class 23 contains 107024 members 
Mstep: Class 24 contains 27097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 276Q: 18 clusters Score -7.280822e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115548 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 7 contains 43651 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17665 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116744 members 
Mstep: Class 18 contains 37810 members 
Mstep: Class 20 contains 12000 members 
Mstep: Class 21 contains 45692 members 
Mstep: Class 23 contains 107024 members 
Mstep: Class 24 contains 27111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808240.000000 Penalty: 36656.769531
Iteration 277Q: 18 clusters Score -7.280824e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115554 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50362 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17652 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116730 members 
Mstep: Class 18 contains 37785 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 45699 members 
Mstep: Class 23 contains 107026 members 
Mstep: Class 24 contains 27131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 278Q: 18 clusters Score -7.280822e+07 nChanged 174
Entering ConstructFrom: 
Score: -72808216.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -10636.341797 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -10636.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9873.574219 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -9873.574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10210.710938 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -10210.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10451.788086 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -10451.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10583.527344 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -10583.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10645.821289 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -10645.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10671.107422 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -10671.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10693.340820 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -10693.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10703.791992 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -10703.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10723.425781 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -10723.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10744.097656 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -10744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10835.549805 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -10835.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10858.602539 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -10858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10863.163086 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -10863.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10893.864258 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -10893.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10896.584961 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -10896.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10898.969727 Penalty: 1863.335938
	Iteration 15Q: 3 clusters Score -10898.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10900.459961 Penalty: 1863.335938
	Iteration 16F: 3 clusters Score -10900.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10906.562500 Penalty: 1863.335938
	Iteration 17Q: 3 clusters Score -10906.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10906.562500 Penalty: 1863.335938
	Iteration 18F: 3 clusters Score -10906.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 115550 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50360 members 
Mstep: Class 7 contains 43649 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17646 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116706 members 
Mstep: Class 18 contains 37755 members 
Mstep: Class 20 contains 12056 members 
Mstep: Class 21 contains 45708 members 
Mstep: Class 23 contains 107026 members 
Mstep: Class 24 contains 27153 members 
Entering Unmasked Estep 
Score: -72807320.000000 Penalty: 38813.050781
Splitting cluster 1 changes total score from -72808216.000000 to -72807320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (115550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Entering Unmasked Estep 
Score: -14757206.000000 Penalty: 1894.336914
	Iteration 0F: 2 clusters Score -1.475721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -14687179.000000 Penalty: 3788.673828
	Iteration 0F: 3 clusters Score -1.468718e+07 nChanged 55486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -14719186.000000 Penalty: 3788.673828
	Iteration 1F: 3 clusters Score -1.471919e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -14720007.000000 Penalty: 3788.673828
	Iteration 2Q: 3 clusters Score -1.472001e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -14721250.000000 Penalty: 3788.673828
	Iteration 3Q: 3 clusters Score -1.472125e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -14723543.000000 Penalty: 3788.673828
	Iteration 4Q: 3 clusters Score -1.472354e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -14727676.000000 Penalty: 3788.673828
	Iteration 5F: 3 clusters Score -1.472768e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -14734297.000000 Penalty: 3788.673828
	Iteration 6F: 3 clusters Score -1.47343e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 95730 members 
Entering Unmasked Estep 
Score: -14742866.000000 Penalty: 3788.673828
	Iteration 7F: 3 clusters Score -1.474287e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -14750644.000000 Penalty: 3788.673828
	Iteration 8F: 3 clusters Score -1.475064e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 111058 members 
Entering Unmasked Estep 
Score: -14754648.000000 Penalty: 3788.673828
	Iteration 9F: 3 clusters Score -1.475465e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -14755558.000000 Penalty: 3788.673828
	Iteration 10Q: 3 clusters Score -1.475556e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 114830 members 
Entering Unmasked Estep 
Score: -14755632.000000 Penalty: 3788.673828
	Iteration 11Q: 3 clusters Score -1.475563e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 115150 members 
Entering Unmasked Estep 
Score: -14755688.000000 Penalty: 3788.673828
	Iteration 12Q: 3 clusters Score -1.475569e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 115247 members 
Entering Unmasked Estep 
Score: -14755723.000000 Penalty: 3788.673828
	Iteration 13Q: 3 clusters Score -1.475572e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 115285 members 
Entering Unmasked Estep 
Score: -14755758.000000 Penalty: 3788.673828
	Iteration 14Q: 3 clusters Score -1.475576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 115300 members 
Entering Unmasked Estep 
Score: -14755768.000000 Penalty: 3788.673828
	Iteration 15Q: 3 clusters Score -1.475577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -14755776.000000 Penalty: 3788.673828
	Iteration 16Q: 3 clusters Score -1.475578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 115310 members 
Entering Unmasked Estep 
Score: -14755787.000000 Penalty: 3788.673828
	Iteration 17Q: 3 clusters Score -1.475579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -14755780.000000 Penalty: 3788.673828
	Iteration 18Q: 3 clusters Score -1.475578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -14755793.000000 Penalty: 3788.673828
	Iteration 19Q: 3 clusters Score -1.475579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -14755803.000000 Penalty: 3788.673828
	Iteration 20F: 3 clusters Score -1.47558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -14755797.000000 Penalty: 3788.673828
	Iteration 21Q: 3 clusters Score -1.47558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 115317 members 
Entering Unmasked Estep 
Score: -14755814.000000 Penalty: 3788.673828
	Iteration 22Q: 3 clusters Score -1.475581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 115317 members 
Entering Unmasked Estep 
Score: -14755814.000000 Penalty: 3788.673828
	Iteration 23F: 3 clusters Score -1.475581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -67394.195312 Penalty: 1051.504883
	Iteration 0F: 2 clusters Score -67394.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66263.406250 Penalty: 2103.009766
	Iteration 0F: 3 clusters Score -66263.41 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66655.523438 Penalty: 2103.009766
	Iteration 1F: 3 clusters Score -66655.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67000.867188 Penalty: 2103.009766
	Iteration 2F: 3 clusters Score -67000.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67182.000000 Penalty: 2103.009766
	Iteration 3F: 3 clusters Score -67182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67267.789062 Penalty: 2103.009766
	Iteration 4Q: 3 clusters Score -67267.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67290.382812 Penalty: 2103.009766
	Iteration 5Q: 3 clusters Score -67290.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67317.710938 Penalty: 2103.009766
	Iteration 6Q: 3 clusters Score -67317.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67325.179688 Penalty: 2103.009766
	Iteration 7Q: 3 clusters Score -67325.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67332.929688 Penalty: 2103.009766
	Iteration 8Q: 3 clusters Score -67332.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67347.093750 Penalty: 2103.009766
	Iteration 9Q: 3 clusters Score -67347.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67361.679688 Penalty: 2103.009766
	Iteration 10Q: 3 clusters Score -67361.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67364.953125 Penalty: 2103.009766
	Iteration 11Q: 3 clusters Score -67364.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67369.835938 Penalty: 2103.009766
	Iteration 12Q: 3 clusters Score -67369.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67373.171875 Penalty: 2103.009766
	Iteration 13Q: 3 clusters Score -67373.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67373.171875 Penalty: 2103.009766
	Iteration 14F: 3 clusters Score -67373.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -21987.816406 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -21987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21179.712891 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -21179.71 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21395.300781 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -21395.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21443.302734 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -21443.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21453.656250 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -21453.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21482.722656 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21482.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21488.888672 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21488.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21490.339844 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -21490.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21512.833984 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -21512.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21518.451172 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -21518.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21526.705078 Penalty: 1868.552734
	Iteration 9Q: 3 clusters Score -21526.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21547.466797 Penalty: 1868.552734
	Iteration 10Q: 3 clusters Score -21547.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21562.154297 Penalty: 1868.552734
	Iteration 11Q: 3 clusters Score -21562.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21577.191406 Penalty: 1868.552734
	Iteration 12Q: 3 clusters Score -21577.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21608.410156 Penalty: 1868.552734
	Iteration 13Q: 3 clusters Score -21608.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21623.845703 Penalty: 1868.552734
	Iteration 14Q: 3 clusters Score -21623.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21627.843750 Penalty: 1868.552734
	Iteration 15Q: 3 clusters Score -21627.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21633.548828 Penalty: 1868.552734
	Iteration 16Q: 3 clusters Score -21633.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21635.910156 Penalty: 1868.552734
	Iteration 17Q: 3 clusters Score -21635.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21635.910156 Penalty: 1868.552734
	Iteration 18F: 3 clusters Score -21635.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Entering Unmasked Estep 
Score: -6462316.000000 Penalty: 1759.379883
	Iteration 0F: 2 clusters Score -6462316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -6428755.500000 Penalty: 3518.759766
	Iteration 0F: 3 clusters Score -6428756 nChanged 23640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -6442122.000000 Penalty: 3518.759766
	Iteration 1F: 3 clusters Score -6442122 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -6442874.500000 Penalty: 3518.759766
	Iteration 2Q: 3 clusters Score -6442874 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6443865.500000 Penalty: 3518.759766
	Iteration 3Q: 3 clusters Score -6443866 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -6445183.000000 Penalty: 3518.759766
	Iteration 4F: 3 clusters Score -6445183 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -6446979.000000 Penalty: 3518.759766
	Iteration 5F: 3 clusters Score -6446979 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -6449229.000000 Penalty: 3518.759766
	Iteration 6F: 3 clusters Score -6449229 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -6451946.500000 Penalty: 3518.759766
	Iteration 7F: 3 clusters Score -6451946 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -6454131.000000 Penalty: 3518.759766
	Iteration 8F: 3 clusters Score -6454131 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -6455056.500000 Penalty: 3518.759766
	Iteration 9Q: 3 clusters Score -6455056 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -6455366.000000 Penalty: 3518.759766
	Iteration 10Q: 3 clusters Score -6455366 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -6455583.500000 Penalty: 3518.759766
	Iteration 11Q: 3 clusters Score -6455584 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -6455794.000000 Penalty: 3518.759766
	Iteration 12Q: 3 clusters Score -6455794 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -6455948.000000 Penalty: 3518.759766
	Iteration 13Q: 3 clusters Score -6455948 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -6456139.500000 Penalty: 3518.759766
	Iteration 14Q: 3 clusters Score -6456140 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -6456247.000000 Penalty: 3518.759766
	Iteration 15Q: 3 clusters Score -6456247 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -6456391.000000 Penalty: 3518.759766
	Iteration 16Q: 3 clusters Score -6456391 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -6456503.000000 Penalty: 3518.759766
	Iteration 17Q: 3 clusters Score -6456503 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -6456665.500000 Penalty: 3518.759766
	Iteration 18Q: 3 clusters Score -6456666 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -6456813.500000 Penalty: 3518.759766
	Iteration 19Q: 3 clusters Score -6456814 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -6456966.500000 Penalty: 3518.759766
	Iteration 20F: 3 clusters Score -6456966 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -6457109.000000 Penalty: 3518.759766
	Iteration 21Q: 3 clusters Score -6457109 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -6457225.500000 Penalty: 3518.759766
	Iteration 22Q: 3 clusters Score -6457226 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -6457350.500000 Penalty: 3518.759766
	Iteration 23Q: 3 clusters Score -6457350 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -6457465.000000 Penalty: 3518.759766
	Iteration 24Q: 3 clusters Score -6457465 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -6457606.500000 Penalty: 3518.759766
	Iteration 25Q: 3 clusters Score -6457606 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -6457732.000000 Penalty: 3518.759766
	Iteration 26Q: 3 clusters Score -6457732 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6457829 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -6457973.500000 Penalty: 3518.759766
	Iteration 28Q: 3 clusters Score -6457974 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -6458107.000000 Penalty: 3518.759766
	Iteration 29Q: 3 clusters Score -6458107 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -6458308.500000 Penalty: 3518.759766
	Iteration 30Q: 3 clusters Score -6458308 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -6458430.000000 Penalty: 3518.759766
	Iteration 31Q: 3 clusters Score -6458430 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -6458580.500000 Penalty: 3518.759766
	Iteration 32Q: 3 clusters Score -6458580 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -6458721.500000 Penalty: 3518.759766
	Iteration 33Q: 3 clusters Score -6458722 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -6458873.500000 Penalty: 3518.759766
	Iteration 34Q: 3 clusters Score -6458874 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -6458981.000000 Penalty: 3518.759766
	Iteration 35Q: 3 clusters Score -6458981 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -6459088.000000 Penalty: 3518.759766
	Iteration 36Q: 3 clusters Score -6459088 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -6459223.500000 Penalty: 3518.759766
	Iteration 37Q: 3 clusters Score -6459224 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -6459369.000000 Penalty: 3518.759766
	Iteration 38Q: 3 clusters Score -6459369 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -6459470.500000 Penalty: 3518.759766
	Iteration 39Q: 3 clusters Score -6459470 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -6459595.500000 Penalty: 3518.759766
	Iteration 40F: 3 clusters Score -6459596 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6459675.500000 Penalty: 3518.759766
	Iteration 41Q: 3 clusters Score -6459676 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -6459763.500000 Penalty: 3518.759766
	Iteration 42Q: 3 clusters Score -6459764 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -6459869.000000 Penalty: 3518.759766
	Iteration 43Q: 3 clusters Score -6459869 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -6459978.000000 Penalty: 3518.759766
	Iteration 44Q: 3 clusters Score -6459978 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -6460079.000000 Penalty: 3518.759766
	Iteration 45Q: 3 clusters Score -6460079 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -6460210.000000 Penalty: 3518.759766
	Iteration 46Q: 3 clusters Score -6460210 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -6460342.000000 Penalty: 3518.759766
	Iteration 47Q: 3 clusters Score -6460342 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -6460440.000000 Penalty: 3518.759766
	Iteration 48Q: 3 clusters Score -6460440 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -6460536.500000 Penalty: 3518.759766
	Iteration 49Q: 3 clusters Score -6460536 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -6460635.500000 Penalty: 3518.759766
	Iteration 50Q: 3 clusters Score -6460636 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -6460691.000000 Penalty: 3518.759766
	Iteration 51Q: 3 clusters Score -6460691 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -6460747.000000 Penalty: 3518.759766
	Iteration 52Q: 3 clusters Score -6460747 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -6460801.500000 Penalty: 3518.759766
	Iteration 53Q: 3 clusters Score -6460802 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -6460836.500000 Penalty: 3518.759766
	Iteration 54Q: 3 clusters Score -6460836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -6460854.500000 Penalty: 3518.759766
	Iteration 55Q: 3 clusters Score -6460854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -6460882.000000 Penalty: 3518.759766
	Iteration 56Q: 3 clusters Score -6460882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -6460886.500000 Penalty: 3518.759766
	Iteration 57Q: 3 clusters Score -6460886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -6460901.000000 Penalty: 3518.759766
	Iteration 58Q: 3 clusters Score -6460901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -6460901.500000 Penalty: 3518.759766
	Iteration 59Q: 3 clusters Score -6460902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -6460918.500000 Penalty: 3518.759766
	Iteration 60F: 3 clusters Score -6460918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -6460936.500000 Penalty: 3518.759766
	Iteration 61Q: 3 clusters Score -6460936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -6460947.500000 Penalty: 3518.759766
	Iteration 62Q: 3 clusters Score -6460948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -6460933.500000 Penalty: 3518.759766
	Iteration 63Q: 3 clusters Score -6460934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -6460932.500000 Penalty: 3518.759766
	Iteration 64Q: 3 clusters Score -6460932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -6460960.000000 Penalty: 3518.759766
	Iteration 65Q: 3 clusters Score -6460960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -6460955.000000 Penalty: 3518.759766
	Iteration 66Q: 3 clusters Score -6460955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -6460982.000000 Penalty: 3518.759766
	Iteration 67Q: 3 clusters Score -6460982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -6460981.000000 Penalty: 3518.759766
	Iteration 68Q: 3 clusters Score -6460981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -6460990.500000 Penalty: 3518.759766
	Iteration 69Q: 3 clusters Score -6460990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -6460998.500000 Penalty: 3518.759766
	Iteration 70Q: 3 clusters Score -6460998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -6461011.500000 Penalty: 3518.759766
	Iteration 71Q: 3 clusters Score -6461012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -6461008.000000 Penalty: 3518.759766
	Iteration 72Q: 3 clusters Score -6461008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -6461011.500000 Penalty: 3518.759766
	Iteration 73Q: 3 clusters Score -6461012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -6461011.500000 Penalty: 3518.759766
	Iteration 74Q: 3 clusters Score -6461012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -6461013.000000 Penalty: 3518.759766
	Iteration 75Q: 3 clusters Score -6461013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -6461006.500000 Penalty: 3518.759766
	Iteration 76Q: 3 clusters Score -6461006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6461008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -6461007.000000 Penalty: 3518.759766
	Iteration 78Q: 3 clusters Score -6461007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -6461005.500000 Penalty: 3518.759766
	Iteration 79Q: 3 clusters Score -6461006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -6461007.000000 Penalty: 3518.759766
	Iteration 80F: 3 clusters Score -6461007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -6461007.000000 Penalty: 3518.759766
	Iteration 81Q: 3 clusters Score -6461007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -6461003.500000 Penalty: 3518.759766
	Iteration 82Q: 3 clusters Score -6461004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -6461001.000000 Penalty: 3518.759766
	Iteration 83Q: 3 clusters Score -6461001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -6461006.500000 Penalty: 3518.759766
	Iteration 84Q: 3 clusters Score -6461006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -6461008.500000 Penalty: 3518.759766
	Iteration 85Q: 3 clusters Score -6461008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -6461007.000000 Penalty: 3518.759766
	Iteration 86Q: 3 clusters Score -6461007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -6461002.500000 Penalty: 3518.759766
	Iteration 87Q: 3 clusters Score -6461002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -6461000.000000 Penalty: 3518.759766
	Iteration 88Q: 3 clusters Score -6461000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -6460996.500000 Penalty: 3518.759766
	Iteration 89Q: 3 clusters Score -6460996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -6460998.500000 Penalty: 3518.759766
	Iteration 90Q: 3 clusters Score -6460998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -6460994.000000 Penalty: 3518.759766
	Iteration 91Q: 3 clusters Score -6460994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -6460994.000000 Penalty: 3518.759766
	Iteration 92F: 3 clusters Score -6460994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43649 members 
Entering Unmasked Estep 
Score: -5605462.000000 Penalty: 1736.139404
	Iteration 0F: 2 clusters Score -5605462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5576217.000000 Penalty: 3472.278809
	Iteration 0F: 3 clusters Score -5576217 nChanged 20383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5587646 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5588091 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -5588531.500000 Penalty: 3472.278809
	Iteration 3Q: 3 clusters Score -5588532 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -5589030.500000 Penalty: 3472.278809
	Iteration 4Q: 3 clusters Score -5589030 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5589619.500000 Penalty: 3472.278809
	Iteration 5Q: 3 clusters Score -5589620 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5590406.500000 Penalty: 3472.278809
	Iteration 6Q: 3 clusters Score -5590406 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -5591480.500000 Penalty: 3472.278809
	Iteration 7Q: 3 clusters Score -5591480 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -5593080.500000 Penalty: 3472.278809
	Iteration 8F: 3 clusters Score -5593080 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5595077.500000 Penalty: 3472.278809
	Iteration 9F: 3 clusters Score -5595078 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5596587.500000 Penalty: 3472.278809
	Iteration 10F: 3 clusters Score -5596588 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -5597296.000000 Penalty: 3472.278809
	Iteration 11Q: 3 clusters Score -5597296 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -5597557.000000 Penalty: 3472.278809
	Iteration 12Q: 3 clusters Score -5597557 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5597661.500000 Penalty: 3472.278809
	Iteration 13Q: 3 clusters Score -5597662 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -5597775.500000 Penalty: 3472.278809
	Iteration 14Q: 3 clusters Score -5597776 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -5597806.500000 Penalty: 3472.278809
	Iteration 15Q: 3 clusters Score -5597806 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5597909.500000 Penalty: 3472.278809
	Iteration 16Q: 3 clusters Score -5597910 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5598018.500000 Penalty: 3472.278809
	Iteration 17Q: 3 clusters Score -5598018 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -5598098.000000 Penalty: 3472.278809
	Iteration 18Q: 3 clusters Score -5598098 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -5598177.000000 Penalty: 3472.278809
	Iteration 19Q: 3 clusters Score -5598177 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5598280.500000 Penalty: 3472.278809
	Iteration 20F: 3 clusters Score -5598280 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -5598370.000000 Penalty: 3472.278809
	Iteration 21Q: 3 clusters Score -5598370 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -5598432.500000 Penalty: 3472.278809
	Iteration 22Q: 3 clusters Score -5598432 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -5598507.500000 Penalty: 3472.278809
	Iteration 23Q: 3 clusters Score -5598508 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -5598571.500000 Penalty: 3472.278809
	Iteration 24Q: 3 clusters Score -5598572 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -5598590.500000 Penalty: 3472.278809
	Iteration 25Q: 3 clusters Score -5598590 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5598648.500000 Penalty: 3472.278809
	Iteration 26Q: 3 clusters Score -5598648 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -5598709.000000 Penalty: 3472.278809
	Iteration 27Q: 3 clusters Score -5598709 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -5598786.500000 Penalty: 3472.278809
	Iteration 28Q: 3 clusters Score -5598786 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -5598821.000000 Penalty: 3472.278809
	Iteration 29Q: 3 clusters Score -5598821 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -5598867.000000 Penalty: 3472.278809
	Iteration 30Q: 3 clusters Score -5598867 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -5598928.000000 Penalty: 3472.278809
	Iteration 31Q: 3 clusters Score -5598928 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -5599005.000000 Penalty: 3472.278809
	Iteration 32Q: 3 clusters Score -5599005 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5599059.000000 Penalty: 3472.278809
	Iteration 33Q: 3 clusters Score -5599059 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -5599112.000000 Penalty: 3472.278809
	Iteration 34Q: 3 clusters Score -5599112 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5599164.000000 Penalty: 3472.278809
	Iteration 35Q: 3 clusters Score -5599164 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5599225.000000 Penalty: 3472.278809
	Iteration 36Q: 3 clusters Score -5599225 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -5599318.000000 Penalty: 3472.278809
	Iteration 37Q: 3 clusters Score -5599318 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5599376.000000 Penalty: 3472.278809
	Iteration 38Q: 3 clusters Score -5599376 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -5599444.500000 Penalty: 3472.278809
	Iteration 39Q: 3 clusters Score -5599444 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -5599526.500000 Penalty: 3472.278809
	Iteration 40F: 3 clusters Score -5599526 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -5599591.000000 Penalty: 3472.278809
	Iteration 41Q: 3 clusters Score -5599591 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -5599699.500000 Penalty: 3472.278809
	Iteration 42Q: 3 clusters Score -5599700 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -5599783.500000 Penalty: 3472.278809
	Iteration 43Q: 3 clusters Score -5599784 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -5599865.500000 Penalty: 3472.278809
	Iteration 44Q: 3 clusters Score -5599866 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -5599926.500000 Penalty: 3472.278809
	Iteration 45Q: 3 clusters Score -5599926 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -5600033.000000 Penalty: 3472.278809
	Iteration 46Q: 3 clusters Score -5600033 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -5600121.500000 Penalty: 3472.278809
	Iteration 47Q: 3 clusters Score -5600122 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -5600225.500000 Penalty: 3472.278809
	Iteration 48Q: 3 clusters Score -5600226 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -5600294.000000 Penalty: 3472.278809
	Iteration 49Q: 3 clusters Score -5600294 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -5600406.000000 Penalty: 3472.278809
	Iteration 50Q: 3 clusters Score -5600406 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -5600517.500000 Penalty: 3472.278809
	Iteration 51Q: 3 clusters Score -5600518 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5600654.500000 Penalty: 3472.278809
	Iteration 52Q: 3 clusters Score -5600654 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -5600751.500000 Penalty: 3472.278809
	Iteration 53Q: 3 clusters Score -5600752 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -5600838.500000 Penalty: 3472.278809
	Iteration 54Q: 3 clusters Score -5600838 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -5600953.500000 Penalty: 3472.278809
	Iteration 55Q: 3 clusters Score -5600954 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -5601074.500000 Penalty: 3472.278809
	Iteration 56Q: 3 clusters Score -5601074 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -5601191.000000 Penalty: 3472.278809
	Iteration 57Q: 3 clusters Score -5601191 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -5601355.000000 Penalty: 3472.278809
	Iteration 58Q: 3 clusters Score -5601355 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5601597.500000 Penalty: 3472.278809
	Iteration 59Q: 3 clusters Score -5601598 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -5601800.500000 Penalty: 3472.278809
	Iteration 60F: 3 clusters Score -5601800 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -5601992.000000 Penalty: 3472.278809
	Iteration 61Q: 3 clusters Score -5601992 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5602193.500000 Penalty: 3472.278809
	Iteration 62Q: 3 clusters Score -5602194 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -5602377.000000 Penalty: 3472.278809
	Iteration 63Q: 3 clusters Score -5602377 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5602530.500000 Penalty: 3472.278809
	Iteration 64Q: 3 clusters Score -5602530 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5602706.500000 Penalty: 3472.278809
	Iteration 65Q: 3 clusters Score -5602706 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5602844.500000 Penalty: 3472.278809
	Iteration 66Q: 3 clusters Score -5602844 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5602983.000000 Penalty: 3472.278809
	Iteration 67Q: 3 clusters Score -5602983 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5603121.000000 Penalty: 3472.278809
	Iteration 68Q: 3 clusters Score -5603121 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5603239.000000 Penalty: 3472.278809
	Iteration 69Q: 3 clusters Score -5603239 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5603384.000000 Penalty: 3472.278809
	Iteration 70Q: 3 clusters Score -5603384 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5603474.500000 Penalty: 3472.278809
	Iteration 71Q: 3 clusters Score -5603474 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5603548.000000 Penalty: 3472.278809
	Iteration 72Q: 3 clusters Score -5603548 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5603595.500000 Penalty: 3472.278809
	Iteration 73Q: 3 clusters Score -5603596 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5603663.500000 Penalty: 3472.278809
	Iteration 74Q: 3 clusters Score -5603664 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5603722.000000 Penalty: 3472.278809
	Iteration 75Q: 3 clusters Score -5603722 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5603762.000000 Penalty: 3472.278809
	Iteration 76Q: 3 clusters Score -5603762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5603804.500000 Penalty: 3472.278809
	Iteration 77Q: 3 clusters Score -5603804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5603831.000000 Penalty: 3472.278809
	Iteration 78Q: 3 clusters Score -5603831 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5603860.500000 Penalty: 3472.278809
	Iteration 79Q: 3 clusters Score -5603860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5603886.500000 Penalty: 3472.278809
	Iteration 80F: 3 clusters Score -5603886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5603923.000000 Penalty: 3472.278809
	Iteration 81Q: 3 clusters Score -5603923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5603947.000000 Penalty: 3472.278809
	Iteration 82Q: 3 clusters Score -5603947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5603965.500000 Penalty: 3472.278809
	Iteration 83Q: 3 clusters Score -5603966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5603974.000000 Penalty: 3472.278809
	Iteration 84Q: 3 clusters Score -5603974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5603997.500000 Penalty: 3472.278809
	Iteration 85Q: 3 clusters Score -5603998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5604010.500000 Penalty: 3472.278809
	Iteration 86Q: 3 clusters Score -5604010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5604031.000000 Penalty: 3472.278809
	Iteration 87Q: 3 clusters Score -5604031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5604037.000000 Penalty: 3472.278809
	Iteration 88Q: 3 clusters Score -5604037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5604043.500000 Penalty: 3472.278809
	Iteration 89Q: 3 clusters Score -5604044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5604036.500000 Penalty: 3472.278809
	Iteration 90Q: 3 clusters Score -5604036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5604039.000000 Penalty: 3472.278809
	Iteration 91Q: 3 clusters Score -5604039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5604041.500000 Penalty: 3472.278809
	Iteration 92Q: 3 clusters Score -5604042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5604042.500000 Penalty: 3472.278809
	Iteration 93Q: 3 clusters Score -5604042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5604044.500000 Penalty: 3472.278809
	Iteration 94Q: 3 clusters Score -5604044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5604050.500000 Penalty: 3472.278809
	Iteration 95Q: 3 clusters Score -5604050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5604048.000000 Penalty: 3472.278809
	Iteration 96Q: 3 clusters Score -5604048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5604048.500000 Penalty: 3472.278809
	Iteration 97Q: 3 clusters Score -5604048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5604050.000000 Penalty: 3472.278809
	Iteration 98Q: 3 clusters Score -5604050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5604054.500000 Penalty: 3472.278809
	Iteration 99Q: 3 clusters Score -5604054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5604052.000000 Penalty: 3472.278809
	Iteration 100F: 3 clusters Score -5604052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5604054.500000 Penalty: 3472.278809
	Iteration 101Q: 3 clusters Score -5604054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5604060.000000 Penalty: 3472.278809
	Iteration 102Q: 3 clusters Score -5604060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5604059.500000 Penalty: 3472.278809
	Iteration 103Q: 3 clusters Score -5604060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5604058.500000 Penalty: 3472.278809
	Iteration 104Q: 3 clusters Score -5604058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5604057.000000 Penalty: 3472.278809
	Iteration 105Q: 3 clusters Score -5604057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5604057.000000 Penalty: 3472.278809
	Iteration 106Q: 3 clusters Score -5604057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5604057.000000 Penalty: 3472.278809
	Iteration 107F: 3 clusters Score -5604057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -34237.410156 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -34237.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33376.250000 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -33376.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33522.273438 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -33522.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33638.175781 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -33638.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33698.234375 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -33698.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33707.863281 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -33707.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33712.519531 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -33712.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33718.312500 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -33718.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33724.968750 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -33724.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33728.289062 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -33728.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33730.425781 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -33730.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33730.425781 Penalty: 1854.810913
	Iteration 10F: 3 clusters Score -33730.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Entering Unmasked Estep 
Score: -2213243.000000 Penalty: 1588.967896
	Iteration 0F: 2 clusters Score -2213243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2201238.500000 Penalty: 3177.935791
	Iteration 0F: 3 clusters Score -2201238 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2205335.000000 Penalty: 3177.935791
	Iteration 1F: 3 clusters Score -2205335 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2205589.000000 Penalty: 3177.935791
	Iteration 2Q: 3 clusters Score -2205589 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2205841.750000 Penalty: 3177.935791
	Iteration 3Q: 3 clusters Score -2205842 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2206123.500000 Penalty: 3177.935791
	Iteration 4Q: 3 clusters Score -2206124 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2206408.500000 Penalty: 3177.935791
	Iteration 5Q: 3 clusters Score -2206408 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2206736.000000 Penalty: 3177.935791
	Iteration 6Q: 3 clusters Score -2206736 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2207087.000000 Penalty: 3177.935791
	Iteration 7Q: 3 clusters Score -2207087 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2207499.250000 Penalty: 3177.935791
	Iteration 8Q: 3 clusters Score -2207499 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2208055.250000 Penalty: 3177.935791
	Iteration 9F: 3 clusters Score -2208055 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2208732.750000 Penalty: 3177.935791
	Iteration 10F: 3 clusters Score -2208733 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2209535.000000 Penalty: 3177.935791
	Iteration 11F: 3 clusters Score -2209535 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2210264.750000 Penalty: 3177.935791
	Iteration 12Q: 3 clusters Score -2210265 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2210868.250000 Penalty: 3177.935791
	Iteration 13Q: 3 clusters Score -2210868 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2211290.500000 Penalty: 3177.935791
	Iteration 14Q: 3 clusters Score -2211290 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2211547.250000 Penalty: 3177.935791
	Iteration 15Q: 3 clusters Score -2211547 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2211697.250000 Penalty: 3177.935791
	Iteration 16Q: 3 clusters Score -2211697 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2211796.000000 Penalty: 3177.935791
	Iteration 17Q: 3 clusters Score -2211796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2211842.500000 Penalty: 3177.935791
	Iteration 18Q: 3 clusters Score -2211842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2211871.250000 Penalty: 3177.935791
	Iteration 19Q: 3 clusters Score -2211871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2211888.000000 Penalty: 3177.935791
	Iteration 20F: 3 clusters Score -2211888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2211903.500000 Penalty: 3177.935791
	Iteration 21Q: 3 clusters Score -2211904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2211915.500000 Penalty: 3177.935791
	Iteration 22Q: 3 clusters Score -2211916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2211922.750000 Penalty: 3177.935791
	Iteration 23Q: 3 clusters Score -2211923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2211926.250000 Penalty: 3177.935791
	Iteration 24Q: 3 clusters Score -2211926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2211930.250000 Penalty: 3177.935791
	Iteration 25Q: 3 clusters Score -2211930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2211937.750000 Penalty: 3177.935791
	Iteration 26Q: 3 clusters Score -2211938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2211938.750000 Penalty: 3177.935791
	Iteration 27Q: 3 clusters Score -2211939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2211942.500000 Penalty: 3177.935791
	Iteration 28Q: 3 clusters Score -2211942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2211945.000000 Penalty: 3177.935791
	Iteration 29Q: 3 clusters Score -2211945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2211951.500000 Penalty: 3177.935791
	Iteration 30Q: 3 clusters Score -2211952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2211950.500000 Penalty: 3177.935791
	Iteration 31Q: 3 clusters Score -2211950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2211950.500000 Penalty: 3177.935791
	Iteration 32F: 3 clusters Score -2211950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -405378.375000 Penalty: 1317.797974
	Iteration 0F: 2 clusters Score -405378.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -402423.312500 Penalty: 2635.595947
	Iteration 0F: 3 clusters Score -402423.3 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -403195.843750 Penalty: 2635.595947
	Iteration 1F: 3 clusters Score -403195.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -403330.093750 Penalty: 2635.595947
	Iteration 2F: 3 clusters Score -403330.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -403427.437500 Penalty: 2635.595947
	Iteration 3Q: 3 clusters Score -403427.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -403504.406250 Penalty: 2635.595947
	Iteration 4Q: 3 clusters Score -403504.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -403573.781250 Penalty: 2635.595947
	Iteration 5Q: 3 clusters Score -403573.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -403619.468750 Penalty: 2635.595947
	Iteration 6Q: 3 clusters Score -403619.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -403662.125000 Penalty: 2635.595947
	Iteration 7Q: 3 clusters Score -403662.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -403701.500000 Penalty: 2635.595947
	Iteration 8Q: 3 clusters Score -403701.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -403743.406250 Penalty: 2635.595947
	Iteration 9Q: 3 clusters Score -403743.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -403783.250000 Penalty: 2635.595947
	Iteration 10Q: 3 clusters Score -403783.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -403824.593750 Penalty: 2635.595947
	Iteration 11Q: 3 clusters Score -403824.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -403874.875000 Penalty: 2635.595947
	Iteration 12Q: 3 clusters Score -403874.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -403929.031250 Penalty: 2635.595947
	Iteration 13Q: 3 clusters Score -403929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -404006.156250 Penalty: 2635.595947
	Iteration 14Q: 3 clusters Score -404006.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -404113.593750 Penalty: 2635.595947
	Iteration 15Q: 3 clusters Score -404113.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -404249.250000 Penalty: 2635.595947
	Iteration 16Q: 3 clusters Score -404249.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -404336.312500 Penalty: 2635.595947
	Iteration 17Q: 3 clusters Score -404336.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -404387.031250 Penalty: 2635.595947
	Iteration 18Q: 3 clusters Score -404387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -404429.000000 Penalty: 2635.595947
	Iteration 19Q: 3 clusters Score -404429 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -404461.093750 Penalty: 2635.595947
	Iteration 20F: 3 clusters Score -404461.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -404504.031250 Penalty: 2635.595947
	Iteration 21Q: 3 clusters Score -404504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -404558.531250 Penalty: 2635.595947
	Iteration 22Q: 3 clusters Score -404558.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -404612.500000 Penalty: 2635.595947
	Iteration 23Q: 3 clusters Score -404612.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -404652.750000 Penalty: 2635.595947
	Iteration 24Q: 3 clusters Score -404652.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -404689.000000 Penalty: 2635.595947
	Iteration 25Q: 3 clusters Score -404689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -404716.187500 Penalty: 2635.595947
	Iteration 26Q: 3 clusters Score -404716.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -404729.031250 Penalty: 2635.595947
	Iteration 27Q: 3 clusters Score -404729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -404737.968750 Penalty: 2635.595947
	Iteration 28Q: 3 clusters Score -404738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -404745.500000 Penalty: 2635.595947
	Iteration 29Q: 3 clusters Score -404745.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -404751.250000 Penalty: 2635.595947
	Iteration 30Q: 3 clusters Score -404751.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -404754.843750 Penalty: 2635.595947
	Iteration 31Q: 3 clusters Score -404754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -404757.156250 Penalty: 2635.595947
	Iteration 32Q: 3 clusters Score -404757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -404759.906250 Penalty: 2635.595947
	Iteration 33Q: 3 clusters Score -404759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -404763.500000 Penalty: 2635.595947
	Iteration 34Q: 3 clusters Score -404763.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -404764.375000 Penalty: 2635.595947
	Iteration 35Q: 3 clusters Score -404764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -404766.000000 Penalty: 2635.595947
	Iteration 36Q: 3 clusters Score -404766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -404767.281250 Penalty: 2635.595947
	Iteration 37Q: 3 clusters Score -404767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -404766.781250 Penalty: 2635.595947
	Iteration 38Q: 3 clusters Score -404766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -404766.781250 Penalty: 2635.595947
	Iteration 39F: 3 clusters Score -404766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30174.152344 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -30174.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29373.212891 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -29373.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29510.398438 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -29510.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29588.455078 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -29588.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29621.458984 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -29621.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29641.765625 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -29641.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29654.205078 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -29654.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29666.560547 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -29666.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29674.779297 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -29674.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29682.775391 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -29682.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29695.267578 Penalty: 1903.828247
	Iteration 9Q: 3 clusters Score -29695.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29719.908203 Penalty: 1903.828247
	Iteration 10Q: 3 clusters Score -29719.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29726.199219 Penalty: 1903.828247
	Iteration 11Q: 3 clusters Score -29726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29726.199219 Penalty: 1903.828247
	Iteration 12F: 3 clusters Score -29726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -30651.416016 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -30651.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29871.902344 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -29871.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30045.267578 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -30045.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30132.699219 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -30132.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30167.814453 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -30167.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30175.896484 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -30175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30185.992188 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -30185.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30185.992188 Penalty: 1863.335938
	Iteration 6F: 3 clusters Score -30185.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (116706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116706 members 
Entering Unmasked Estep 
Score: -14851809.000000 Penalty: 1895.954712
	Iteration 0F: 2 clusters Score -1.485181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -14777971.000000 Penalty: 3791.909424
	Iteration 0F: 3 clusters Score -1.477797e+07 nChanged 56304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -14811954.000000 Penalty: 3791.909424
	Iteration 1F: 3 clusters Score -1.481195e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -14814266.000000 Penalty: 3791.909424
	Iteration 2Q: 3 clusters Score -1.481427e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -14818319.000000 Penalty: 3791.909424
	Iteration 3F: 3 clusters Score -1.481832e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -14825633.000000 Penalty: 3791.909424
	Iteration 4F: 3 clusters Score -1.482563e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -14835232.000000 Penalty: 3791.909424
	Iteration 5F: 3 clusters Score -1.483523e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -14843484.000000 Penalty: 3791.909424
	Iteration 6F: 3 clusters Score -1.484348e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110751 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -14847694.000000 Penalty: 3791.909424
	Iteration 7Q: 3 clusters Score -1.484769e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113227 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -14849333.000000 Penalty: 3791.909424
	Iteration 8Q: 3 clusters Score -1.484933e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -14849978.000000 Penalty: 3791.909424
	Iteration 9Q: 3 clusters Score -1.484998e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -14850347.000000 Penalty: 3791.909424
	Iteration 10Q: 3 clusters Score -1.485035e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -14850552.000000 Penalty: 3791.909424
	Iteration 11Q: 3 clusters Score -1.485055e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114779 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -14850688.000000 Penalty: 3791.909424
	Iteration 12Q: 3 clusters Score -1.485069e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -14850730.000000 Penalty: 3791.909424
	Iteration 13Q: 3 clusters Score -1.485073e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114870 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -14850788.000000 Penalty: 3791.909424
	Iteration 14Q: 3 clusters Score -1.485079e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114899 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -14850817.000000 Penalty: 3791.909424
	Iteration 15Q: 3 clusters Score -1.485082e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -14850838.000000 Penalty: 3791.909424
	Iteration 16Q: 3 clusters Score -1.485084e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -14850825.000000 Penalty: 3791.909424
	Iteration 17Q: 3 clusters Score -1.485082e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114958 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -14850834.000000 Penalty: 3791.909424
	Iteration 18Q: 3 clusters Score -1.485083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114977 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -14850842.000000 Penalty: 3791.909424
	Iteration 19Q: 3 clusters Score -1.485084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114991 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -14850855.000000 Penalty: 3791.909424
	Iteration 20F: 3 clusters Score -1.485086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114999 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14850846.000000 Penalty: 3791.909424
	Iteration 21Q: 3 clusters Score -1.485085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115004 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -14850843.000000 Penalty: 3791.909424
	Iteration 22Q: 3 clusters Score -1.485084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -14850840.000000 Penalty: 3791.909424
	Iteration 23Q: 3 clusters Score -1.485084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -14850839.000000 Penalty: 3791.909424
	Iteration 24Q: 3 clusters Score -1.485084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -14850850.000000 Penalty: 3791.909424
	Iteration 25Q: 3 clusters Score -1.485085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -14850833.000000 Penalty: 3791.909424
	Iteration 26Q: 3 clusters Score -1.485083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14850844.000000 Penalty: 3791.909424
	Iteration 27Q: 3 clusters Score -1.485084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115042 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -14850837.000000 Penalty: 3791.909424
	Iteration 28Q: 3 clusters Score -1.485084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115045 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14850846.000000 Penalty: 3791.909424
	Iteration 29Q: 3 clusters Score -1.485085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14850845.000000 Penalty: 3791.909424
	Iteration 30Q: 3 clusters Score -1.485084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14850839.000000 Penalty: 3791.909424
	Iteration 31Q: 3 clusters Score -1.485084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -14850846.000000 Penalty: 3791.909424
	Iteration 32Q: 3 clusters Score -1.485085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -14850842.000000 Penalty: 3791.909424
	Iteration 33Q: 3 clusters Score -1.485084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14850845.000000 Penalty: 3791.909424
	Iteration 34Q: 3 clusters Score -1.485084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14850843.000000 Penalty: 3791.909424
	Iteration 35Q: 3 clusters Score -1.485084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115041 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -14850833.000000 Penalty: 3791.909424
	Iteration 36Q: 3 clusters Score -1.485083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14850842.000000 Penalty: 3791.909424
	Iteration 37Q: 3 clusters Score -1.485084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -14850840.000000 Penalty: 3791.909424
	Iteration 38Q: 3 clusters Score -1.485084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115038 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -14850851.000000 Penalty: 3791.909424
	Iteration 39Q: 3 clusters Score -1.485085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115038 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -14850851.000000 Penalty: 3791.909424
	Iteration 40F: 3 clusters Score -1.485085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Entering Unmasked Estep 
Score: -4835883.500000 Penalty: 1712.567017
	Iteration 0F: 2 clusters Score -4835884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4810652.000000 Penalty: 3425.134033
	Iteration 0F: 3 clusters Score -4810652 nChanged 17524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4820913.000000 Penalty: 3425.134033
	Iteration 1F: 3 clusters Score -4820913 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4822094.500000 Penalty: 3425.134033
	Iteration 2F: 3 clusters Score -4822094 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4823662.000000 Penalty: 3425.134033
	Iteration 3F: 3 clusters Score -4823662 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4825850.500000 Penalty: 3425.134033
	Iteration 4F: 3 clusters Score -4825850 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4828327.000000 Penalty: 3425.134033
	Iteration 5F: 3 clusters Score -4828327 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4830250.000000 Penalty: 3425.134033
	Iteration 6F: 3 clusters Score -4830250 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4831070.000000 Penalty: 3425.134033
	Iteration 7Q: 3 clusters Score -4831070 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4831338.000000 Penalty: 3425.134033
	Iteration 8Q: 3 clusters Score -4831338 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -4831524.500000 Penalty: 3425.134033
	Iteration 9Q: 3 clusters Score -4831524 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -4831657.000000 Penalty: 3425.134033
	Iteration 10Q: 3 clusters Score -4831657 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4831767.000000 Penalty: 3425.134033
	Iteration 11Q: 3 clusters Score -4831767 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4831883.000000 Penalty: 3425.134033
	Iteration 12Q: 3 clusters Score -4831883 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4831976.000000 Penalty: 3425.134033
	Iteration 13Q: 3 clusters Score -4831976 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4832066.500000 Penalty: 3425.134033
	Iteration 14Q: 3 clusters Score -4832066 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4832168.500000 Penalty: 3425.134033
	Iteration 15Q: 3 clusters Score -4832168 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4832252.000000 Penalty: 3425.134033
	Iteration 16Q: 3 clusters Score -4832252 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4832338.000000 Penalty: 3425.134033
	Iteration 17Q: 3 clusters Score -4832338 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -4832393.000000 Penalty: 3425.134033
	Iteration 18Q: 3 clusters Score -4832393 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -4832478.000000 Penalty: 3425.134033
	Iteration 19Q: 3 clusters Score -4832478 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -4832549.000000 Penalty: 3425.134033
	Iteration 20F: 3 clusters Score -4832549 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4832634.000000 Penalty: 3425.134033
	Iteration 21Q: 3 clusters Score -4832634 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -4832700.000000 Penalty: 3425.134033
	Iteration 22Q: 3 clusters Score -4832700 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4832786.500000 Penalty: 3425.134033
	Iteration 23Q: 3 clusters Score -4832786 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -4832863.500000 Penalty: 3425.134033
	Iteration 24Q: 3 clusters Score -4832864 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4832943.500000 Penalty: 3425.134033
	Iteration 25Q: 3 clusters Score -4832944 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4833010.500000 Penalty: 3425.134033
	Iteration 26Q: 3 clusters Score -4833010 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -4833118.000000 Penalty: 3425.134033
	Iteration 27Q: 3 clusters Score -4833118 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4833199.000000 Penalty: 3425.134033
	Iteration 28Q: 3 clusters Score -4833199 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -4833289.500000 Penalty: 3425.134033
	Iteration 29Q: 3 clusters Score -4833290 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4833379.500000 Penalty: 3425.134033
	Iteration 30Q: 3 clusters Score -4833380 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4833472.000000 Penalty: 3425.134033
	Iteration 31Q: 3 clusters Score -4833472 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4833545.500000 Penalty: 3425.134033
	Iteration 32Q: 3 clusters Score -4833546 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4833654.000000 Penalty: 3425.134033
	Iteration 33Q: 3 clusters Score -4833654 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -4833731.000000 Penalty: 3425.134033
	Iteration 34Q: 3 clusters Score -4833731 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -4833841.000000 Penalty: 3425.134033
	Iteration 35Q: 3 clusters Score -4833841 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4833891.500000 Penalty: 3425.134033
	Iteration 36Q: 3 clusters Score -4833892 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -4833956.000000 Penalty: 3425.134033
	Iteration 37Q: 3 clusters Score -4833956 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4834017.500000 Penalty: 3425.134033
	Iteration 38Q: 3 clusters Score -4834018 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4834091.000000 Penalty: 3425.134033
	Iteration 39Q: 3 clusters Score -4834091 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4834129.000000 Penalty: 3425.134033
	Iteration 40F: 3 clusters Score -4834129 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4834179.000000 Penalty: 3425.134033
	Iteration 41Q: 3 clusters Score -4834179 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4834254.000000 Penalty: 3425.134033
	Iteration 42Q: 3 clusters Score -4834254 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4834310.500000 Penalty: 3425.134033
	Iteration 43Q: 3 clusters Score -4834310 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4834341.500000 Penalty: 3425.134033
	Iteration 44Q: 3 clusters Score -4834342 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4834389.500000 Penalty: 3425.134033
	Iteration 45Q: 3 clusters Score -4834390 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4834443.500000 Penalty: 3425.134033
	Iteration 46Q: 3 clusters Score -4834444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4834480.500000 Penalty: 3425.134033
	Iteration 47Q: 3 clusters Score -4834480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4834505.000000 Penalty: 3425.134033
	Iteration 48Q: 3 clusters Score -4834505 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4834515.000000 Penalty: 3425.134033
	Iteration 49Q: 3 clusters Score -4834515 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4834519.500000 Penalty: 3425.134033
	Iteration 50Q: 3 clusters Score -4834520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4834539.500000 Penalty: 3425.134033
	Iteration 51Q: 3 clusters Score -4834540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4834557.000000 Penalty: 3425.134033
	Iteration 52Q: 3 clusters Score -4834557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4834560.000000 Penalty: 3425.134033
	Iteration 53Q: 3 clusters Score -4834560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4834573.000000 Penalty: 3425.134033
	Iteration 54Q: 3 clusters Score -4834573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4834564.500000 Penalty: 3425.134033
	Iteration 55Q: 3 clusters Score -4834564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4834575.500000 Penalty: 3425.134033
	Iteration 56Q: 3 clusters Score -4834576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4834574.500000 Penalty: 3425.134033
	Iteration 57Q: 3 clusters Score -4834574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4834579.000000 Penalty: 3425.134033
	Iteration 58Q: 3 clusters Score -4834579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4834580.500000 Penalty: 3425.134033
	Iteration 59Q: 3 clusters Score -4834580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4834586.500000 Penalty: 3425.134033
	Iteration 60F: 3 clusters Score -4834586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4834588.500000 Penalty: 3425.134033
	Iteration 61Q: 3 clusters Score -4834588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4834601.000000 Penalty: 3425.134033
	Iteration 62Q: 3 clusters Score -4834601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4834599.000000 Penalty: 3425.134033
	Iteration 63Q: 3 clusters Score -4834599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4834599.500000 Penalty: 3425.134033
	Iteration 64Q: 3 clusters Score -4834600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4834612.500000 Penalty: 3425.134033
	Iteration 65Q: 3 clusters Score -4834612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4834605.500000 Penalty: 3425.134033
	Iteration 66Q: 3 clusters Score -4834606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4834616.500000 Penalty: 3425.134033
	Iteration 67Q: 3 clusters Score -4834616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4834615.000000 Penalty: 3425.134033
	Iteration 68Q: 3 clusters Score -4834615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4834624.000000 Penalty: 3425.134033
	Iteration 69Q: 3 clusters Score -4834624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4834627.500000 Penalty: 3425.134033
	Iteration 70Q: 3 clusters Score -4834628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4834632.000000 Penalty: 3425.134033
	Iteration 71Q: 3 clusters Score -4834632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4834634.500000 Penalty: 3425.134033
	Iteration 72Q: 3 clusters Score -4834634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4834632.000000 Penalty: 3425.134033
	Iteration 73Q: 3 clusters Score -4834632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4834636.500000 Penalty: 3425.134033
	Iteration 74Q: 3 clusters Score -4834636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4834640.500000 Penalty: 3425.134033
	Iteration 75Q: 3 clusters Score -4834640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4834638.500000 Penalty: 3425.134033
	Iteration 76Q: 3 clusters Score -4834638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4834638.000000 Penalty: 3425.134033
	Iteration 77Q: 3 clusters Score -4834638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4834635.000000 Penalty: 3425.134033
	Iteration 78Q: 3 clusters Score -4834635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4834638.000000 Penalty: 3425.134033
	Iteration 79Q: 3 clusters Score -4834638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4834637.000000 Penalty: 3425.134033
	Iteration 80F: 3 clusters Score -4834637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4834637.000000 Penalty: 3425.134033
	Iteration 81Q: 3 clusters Score -4834637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4834633.500000 Penalty: 3425.134033
	Iteration 82Q: 3 clusters Score -4834634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4834634.500000 Penalty: 3425.134033
	Iteration 83Q: 3 clusters Score -4834634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4834640.000000 Penalty: 3425.134033
	Iteration 84Q: 3 clusters Score -4834640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4834643.500000 Penalty: 3425.134033
	Iteration 85Q: 3 clusters Score -4834644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4834643.500000 Penalty: 3425.134033
	Iteration 86F: 3 clusters Score -4834644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Entering Unmasked Estep 
Score: -1533764.000000 Penalty: 1527.064209
	Iteration 0F: 2 clusters Score -1533764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1525326.875000 Penalty: 3054.128418
	Iteration 0F: 3 clusters Score -1525327 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1528072.250000 Penalty: 3054.128418
	Iteration 1F: 3 clusters Score -1528072 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1528337.500000 Penalty: 3054.128418
	Iteration 2F: 3 clusters Score -1528338 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1528576.125000 Penalty: 3054.128418
	Iteration 3Q: 3 clusters Score -1528576 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1528819.875000 Penalty: 3054.128418
	Iteration 4Q: 3 clusters Score -1528820 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1529088.875000 Penalty: 3054.128418
	Iteration 5Q: 3 clusters Score -1529089 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1529396.375000 Penalty: 3054.128418
	Iteration 6F: 3 clusters Score -1529396 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1529733.500000 Penalty: 3054.128418
	Iteration 7F: 3 clusters Score -1529734 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1530131.375000 Penalty: 3054.128418
	Iteration 8F: 3 clusters Score -1530131 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1530657.625000 Penalty: 3054.128418
	Iteration 9F: 3 clusters Score -1530658 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1531257.500000 Penalty: 3054.128418
	Iteration 10F: 3 clusters Score -1531258 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1531724.250000 Penalty: 3054.128418
	Iteration 11Q: 3 clusters Score -1531724 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1532067.375000 Penalty: 3054.128418
	Iteration 12Q: 3 clusters Score -1532067 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1532248.250000 Penalty: 3054.128418
	Iteration 13Q: 3 clusters Score -1532248 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1532368.375000 Penalty: 3054.128418
	Iteration 14Q: 3 clusters Score -1532368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1532436.250000 Penalty: 3054.128418
	Iteration 15Q: 3 clusters Score -1532436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1532479.250000 Penalty: 3054.128418
	Iteration 16Q: 3 clusters Score -1532479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1532508.000000 Penalty: 3054.128418
	Iteration 17Q: 3 clusters Score -1532508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1532534.000000 Penalty: 3054.128418
	Iteration 18Q: 3 clusters Score -1532534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1532553.375000 Penalty: 3054.128418
	Iteration 19Q: 3 clusters Score -1532553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1532560.500000 Penalty: 3054.128418
	Iteration 20F: 3 clusters Score -1532560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1532569.750000 Penalty: 3054.128418
	Iteration 21Q: 3 clusters Score -1532570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1532575.375000 Penalty: 3054.128418
	Iteration 22Q: 3 clusters Score -1532575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1532576.625000 Penalty: 3054.128418
	Iteration 23Q: 3 clusters Score -1532577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1532577.750000 Penalty: 3054.128418
	Iteration 24Q: 3 clusters Score -1532578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1532581.000000 Penalty: 3054.128418
	Iteration 25Q: 3 clusters Score -1532581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1532580.875000 Penalty: 3054.128418
	Iteration 26Q: 3 clusters Score -1532581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1532580.875000 Penalty: 3054.128418
	Iteration 27Q: 3 clusters Score -1532581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1532580.875000 Penalty: 3054.128418
	Iteration 28F: 3 clusters Score -1532581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Entering Unmasked Estep 
Score: -5873154.000000 Penalty: 1743.629517
	Iteration 0F: 2 clusters Score -5873154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5842528.500000 Penalty: 3487.259033
	Iteration 0F: 3 clusters Score -5842528 nChanged 21449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -5854819.500000 Penalty: 3487.259033
	Iteration 1F: 3 clusters Score -5854820 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -5855498.000000 Penalty: 3487.259033
	Iteration 2Q: 3 clusters Score -5855498 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5856256.000000 Penalty: 3487.259033
	Iteration 3Q: 3 clusters Score -5856256 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5857307.000000 Penalty: 3487.259033
	Iteration 4Q: 3 clusters Score -5857307 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -5858683.000000 Penalty: 3487.259033
	Iteration 5F: 3 clusters Score -5858683 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5860559.000000 Penalty: 3487.259033
	Iteration 6F: 3 clusters Score -5860559 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -5862601.000000 Penalty: 3487.259033
	Iteration 7F: 3 clusters Score -5862601 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -5864159.000000 Penalty: 3487.259033
	Iteration 8F: 3 clusters Score -5864159 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -5864965.500000 Penalty: 3487.259033
	Iteration 9Q: 3 clusters Score -5864966 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -5865397.500000 Penalty: 3487.259033
	Iteration 10Q: 3 clusters Score -5865398 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -5865626.000000 Penalty: 3487.259033
	Iteration 11Q: 3 clusters Score -5865626 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -5865826.500000 Penalty: 3487.259033
	Iteration 12Q: 3 clusters Score -5865826 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5865991.500000 Penalty: 3487.259033
	Iteration 13Q: 3 clusters Score -5865992 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -5866171.000000 Penalty: 3487.259033
	Iteration 14Q: 3 clusters Score -5866171 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -5866324.500000 Penalty: 3487.259033
	Iteration 15Q: 3 clusters Score -5866324 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -5866504.000000 Penalty: 3487.259033
	Iteration 16Q: 3 clusters Score -5866504 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -5866643.500000 Penalty: 3487.259033
	Iteration 17Q: 3 clusters Score -5866644 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -5866840.000000 Penalty: 3487.259033
	Iteration 18Q: 3 clusters Score -5866840 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -5867001.500000 Penalty: 3487.259033
	Iteration 19Q: 3 clusters Score -5867002 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -5867162.000000 Penalty: 3487.259033
	Iteration 20F: 3 clusters Score -5867162 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -5867270.500000 Penalty: 3487.259033
	Iteration 21Q: 3 clusters Score -5867270 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -5867424.000000 Penalty: 3487.259033
	Iteration 22Q: 3 clusters Score -5867424 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -5867581.000000 Penalty: 3487.259033
	Iteration 23Q: 3 clusters Score -5867581 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5867736.500000 Penalty: 3487.259033
	Iteration 24Q: 3 clusters Score -5867736 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -5867924.000000 Penalty: 3487.259033
	Iteration 25Q: 3 clusters Score -5867924 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -5868130.500000 Penalty: 3487.259033
	Iteration 26Q: 3 clusters Score -5868130 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -5868278.500000 Penalty: 3487.259033
	Iteration 27Q: 3 clusters Score -5868278 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -5868493.000000 Penalty: 3487.259033
	Iteration 28Q: 3 clusters Score -5868493 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -5868710.500000 Penalty: 3487.259033
	Iteration 29Q: 3 clusters Score -5868710 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -5868907.000000 Penalty: 3487.259033
	Iteration 30Q: 3 clusters Score -5868907 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5869064.000000 Penalty: 3487.259033
	Iteration 31Q: 3 clusters Score -5869064 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -5869254.500000 Penalty: 3487.259033
	Iteration 32Q: 3 clusters Score -5869254 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -5869488.500000 Penalty: 3487.259033
	Iteration 33Q: 3 clusters Score -5869488 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -5869625.000000 Penalty: 3487.259033
	Iteration 34Q: 3 clusters Score -5869625 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -5869779.500000 Penalty: 3487.259033
	Iteration 35Q: 3 clusters Score -5869780 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -5869940.500000 Penalty: 3487.259033
	Iteration 36Q: 3 clusters Score -5869940 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -5870127.000000 Penalty: 3487.259033
	Iteration 37Q: 3 clusters Score -5870127 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -5870274.500000 Penalty: 3487.259033
	Iteration 38Q: 3 clusters Score -5870274 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5870455.000000 Penalty: 3487.259033
	Iteration 39Q: 3 clusters Score -5870455 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -5870600.500000 Penalty: 3487.259033
	Iteration 40F: 3 clusters Score -5870600 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5870705.000000 Penalty: 3487.259033
	Iteration 41Q: 3 clusters Score -5870705 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5870809.500000 Penalty: 3487.259033
	Iteration 42Q: 3 clusters Score -5870810 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -5870902.500000 Penalty: 3487.259033
	Iteration 43Q: 3 clusters Score -5870902 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -5871013.000000 Penalty: 3487.259033
	Iteration 44Q: 3 clusters Score -5871013 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -5871120.000000 Penalty: 3487.259033
	Iteration 45Q: 3 clusters Score -5871120 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -5871184.500000 Penalty: 3487.259033
	Iteration 46Q: 3 clusters Score -5871184 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5871275.000000 Penalty: 3487.259033
	Iteration 47Q: 3 clusters Score -5871275 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -5871336.500000 Penalty: 3487.259033
	Iteration 48Q: 3 clusters Score -5871336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5871382.500000 Penalty: 3487.259033
	Iteration 49Q: 3 clusters Score -5871382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -5871415.000000 Penalty: 3487.259033
	Iteration 50Q: 3 clusters Score -5871415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -5871454.500000 Penalty: 3487.259033
	Iteration 51Q: 3 clusters Score -5871454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -5871484.500000 Penalty: 3487.259033
	Iteration 52Q: 3 clusters Score -5871484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -5871513.500000 Penalty: 3487.259033
	Iteration 53Q: 3 clusters Score -5871514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -5871529.500000 Penalty: 3487.259033
	Iteration 54Q: 3 clusters Score -5871530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5871543.500000 Penalty: 3487.259033
	Iteration 55Q: 3 clusters Score -5871544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -5871558.000000 Penalty: 3487.259033
	Iteration 56Q: 3 clusters Score -5871558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -5871565.000000 Penalty: 3487.259033
	Iteration 57Q: 3 clusters Score -5871565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5871577.000000 Penalty: 3487.259033
	Iteration 58Q: 3 clusters Score -5871577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -5871582.500000 Penalty: 3487.259033
	Iteration 59Q: 3 clusters Score -5871582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -5871585.500000 Penalty: 3487.259033
	Iteration 60F: 3 clusters Score -5871586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -5871593.500000 Penalty: 3487.259033
	Iteration 61Q: 3 clusters Score -5871594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -5871594.000000 Penalty: 3487.259033
	Iteration 62Q: 3 clusters Score -5871594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -5871589.000000 Penalty: 3487.259033
	Iteration 63Q: 3 clusters Score -5871589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -5871601.000000 Penalty: 3487.259033
	Iteration 64Q: 3 clusters Score -5871601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -5871599.000000 Penalty: 3487.259033
	Iteration 65Q: 3 clusters Score -5871599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -5871604.000000 Penalty: 3487.259033
	Iteration 66Q: 3 clusters Score -5871604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -5871606.000000 Penalty: 3487.259033
	Iteration 67Q: 3 clusters Score -5871606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5871612.000000 Penalty: 3487.259033
	Iteration 68Q: 3 clusters Score -5871612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -5871621.000000 Penalty: 3487.259033
	Iteration 69Q: 3 clusters Score -5871621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -5871622.500000 Penalty: 3487.259033
	Iteration 70Q: 3 clusters Score -5871622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -5871617.000000 Penalty: 3487.259033
	Iteration 71Q: 3 clusters Score -5871617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -5871626.000000 Penalty: 3487.259033
	Iteration 72Q: 3 clusters Score -5871626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -5871623.000000 Penalty: 3487.259033
	Iteration 73Q: 3 clusters Score -5871623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -5871627.000000 Penalty: 3487.259033
	Iteration 74Q: 3 clusters Score -5871627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5871626.000000 Penalty: 3487.259033
	Iteration 75Q: 3 clusters Score -5871626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5871624.000000 Penalty: 3487.259033
	Iteration 76Q: 3 clusters Score -5871624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -5871624.000000 Penalty: 3487.259033
	Iteration 77Q: 3 clusters Score -5871624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5871622.500000 Penalty: 3487.259033
	Iteration 78Q: 3 clusters Score -5871622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -5871628.500000 Penalty: 3487.259033
	Iteration 79Q: 3 clusters Score -5871628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -5871630.500000 Penalty: 3487.259033
	Iteration 80F: 3 clusters Score -5871630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -5871624.500000 Penalty: 3487.259033
	Iteration 81Q: 3 clusters Score -5871624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -5871625.500000 Penalty: 3487.259033
	Iteration 82Q: 3 clusters Score -5871626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -5871625.500000 Penalty: 3487.259033
	Iteration 83Q: 3 clusters Score -5871626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -5871632.500000 Penalty: 3487.259033
	Iteration 84Q: 3 clusters Score -5871632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -5871636.000000 Penalty: 3487.259033
	Iteration 85Q: 3 clusters Score -5871636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -5871636.000000 Penalty: 3487.259033
	Iteration 86Q: 3 clusters Score -5871636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5871634.000000 Penalty: 3487.259033
	Iteration 87Q: 3 clusters Score -5871634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -5871635.500000 Penalty: 3487.259033
	Iteration 88Q: 3 clusters Score -5871636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -5871637.500000 Penalty: 3487.259033
	Iteration 89Q: 3 clusters Score -5871638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -5871639.500000 Penalty: 3487.259033
	Iteration 90Q: 3 clusters Score -5871640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -5871645.500000 Penalty: 3487.259033
	Iteration 91Q: 3 clusters Score -5871646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -5871645.500000 Penalty: 3487.259033
	Iteration 92F: 3 clusters Score -5871646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (107026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Entering Unmasked Estep 
Score: -13859124.000000 Penalty: 1881.884399
	Iteration 0F: 2 clusters Score -1.385912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -13794853.000000 Penalty: 3763.768799
	Iteration 0F: 3 clusters Score -1.379485e+07 nChanged 51383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -13824729.000000 Penalty: 3763.768799
	Iteration 1F: 3 clusters Score -1.382473e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -13825898.000000 Penalty: 3763.768799
	Iteration 2Q: 3 clusters Score -1.38259e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -13827687.000000 Penalty: 3763.768799
	Iteration 3Q: 3 clusters Score -1.382769e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -13830809.000000 Penalty: 3763.768799
	Iteration 4F: 3 clusters Score -1.383081e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -13834643.000000 Penalty: 3763.768799
	Iteration 5F: 3 clusters Score -1.383464e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -13838457.000000 Penalty: 3763.768799
	Iteration 6F: 3 clusters Score -1.383846e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -13841515.000000 Penalty: 3763.768799
	Iteration 7F: 3 clusters Score -1.384152e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -13843934.000000 Penalty: 3763.768799
	Iteration 8F: 3 clusters Score -1.384393e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -13845874.000000 Penalty: 3763.768799
	Iteration 9Q: 3 clusters Score -1.384587e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -13847547.000000 Penalty: 3763.768799
	Iteration 10Q: 3 clusters Score -1.384755e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88383 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -13849438.000000 Penalty: 3763.768799
	Iteration 11Q: 3 clusters Score -1.384944e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -13850922.000000 Penalty: 3763.768799
	Iteration 12Q: 3 clusters Score -1.385092e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -13852330.000000 Penalty: 3763.768799
	Iteration 13Q: 3 clusters Score -1.385233e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -13853724.000000 Penalty: 3763.768799
	Iteration 14Q: 3 clusters Score -1.385372e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100480 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -13855008.000000 Penalty: 3763.768799
	Iteration 15Q: 3 clusters Score -1.385501e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -13856098.000000 Penalty: 3763.768799
	Iteration 16Q: 3 clusters Score -1.38561e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -13856763.000000 Penalty: 3763.768799
	Iteration 17Q: 3 clusters Score -1.385676e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -13857052.000000 Penalty: 3763.768799
	Iteration 18Q: 3 clusters Score -1.385705e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104978 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -13857287.000000 Penalty: 3763.768799
	Iteration 19Q: 3 clusters Score -1.385729e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -13857457.000000 Penalty: 3763.768799
	Iteration 20F: 3 clusters Score -1.385746e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105647 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13857529.000000 Penalty: 3763.768799
	Iteration 21Q: 3 clusters Score -1.385753e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13857587.000000 Penalty: 3763.768799
	Iteration 22Q: 3 clusters Score -1.385759e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13857664.000000 Penalty: 3763.768799
	Iteration 23Q: 3 clusters Score -1.385766e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106066 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13857646.000000 Penalty: 3763.768799
	Iteration 24Q: 3 clusters Score -1.385765e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106129 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13857649.000000 Penalty: 3763.768799
	Iteration 25Q: 3 clusters Score -1.385765e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106182 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13857680.000000 Penalty: 3763.768799
	Iteration 26Q: 3 clusters Score -1.385768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106214 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13857663.000000 Penalty: 3763.768799
	Iteration 27Q: 3 clusters Score -1.385766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13857653.000000 Penalty: 3763.768799
	Iteration 28Q: 3 clusters Score -1.385765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106272 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13857676.000000 Penalty: 3763.768799
	Iteration 29Q: 3 clusters Score -1.385768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13857693.000000 Penalty: 3763.768799
	Iteration 30Q: 3 clusters Score -1.385769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -13857705.000000 Penalty: 3763.768799
	Iteration 31Q: 3 clusters Score -1.38577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106324 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -13857716.000000 Penalty: 3763.768799
	Iteration 32Q: 3 clusters Score -1.385772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13857713.000000 Penalty: 3763.768799
	Iteration 33Q: 3 clusters Score -1.385771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13857733.000000 Penalty: 3763.768799
	Iteration 34Q: 3 clusters Score -1.385773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106344 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13857726.000000 Penalty: 3763.768799
	Iteration 35Q: 3 clusters Score -1.385773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13857721.000000 Penalty: 3763.768799
	Iteration 36Q: 3 clusters Score -1.385772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13857733.000000 Penalty: 3763.768799
	Iteration 37Q: 3 clusters Score -1.385773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13857747.000000 Penalty: 3763.768799
	Iteration 38Q: 3 clusters Score -1.385775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106373 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -13857736.000000 Penalty: 3763.768799
	Iteration 39Q: 3 clusters Score -1.385774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13857737.000000 Penalty: 3763.768799
	Iteration 40F: 3 clusters Score -1.385774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13857746.000000 Penalty: 3763.768799
	Iteration 41Q: 3 clusters Score -1.385775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106383 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13857743.000000 Penalty: 3763.768799
	Iteration 42Q: 3 clusters Score -1.385774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106384 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13857725.000000 Penalty: 3763.768799
	Iteration 43Q: 3 clusters Score -1.385772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13857718.000000 Penalty: 3763.768799
	Iteration 44Q: 3 clusters Score -1.385772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106391 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13857725.000000 Penalty: 3763.768799
	Iteration 45Q: 3 clusters Score -1.385772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -13857723.000000 Penalty: 3763.768799
	Iteration 46Q: 3 clusters Score -1.385772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106398 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13857727.000000 Penalty: 3763.768799
	Iteration 47Q: 3 clusters Score -1.385773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106399 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13857728.000000 Penalty: 3763.768799
	Iteration 48Q: 3 clusters Score -1.385773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13857729.000000 Penalty: 3763.768799
	Iteration 49Q: 3 clusters Score -1.385773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106402 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13857734.000000 Penalty: 3763.768799
	Iteration 50Q: 3 clusters Score -1.385773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106403 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13857737.000000 Penalty: 3763.768799
	Iteration 51Q: 3 clusters Score -1.385774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106403 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13857737.000000 Penalty: 3763.768799
	Iteration 52F: 3 clusters Score -1.385774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Entering Unmasked Estep 
Score: -3462514.750000 Penalty: 1659.001953
	Iteration 0F: 2 clusters Score -3462515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3444348.250000 Penalty: 3318.003906
	Iteration 0F: 3 clusters Score -3444348 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3450977.500000 Penalty: 3318.003906
	Iteration 1F: 3 clusters Score -3450978 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3451586.000000 Penalty: 3318.003906
	Iteration 2F: 3 clusters Score -3451586 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3452343.000000 Penalty: 3318.003906
	Iteration 3F: 3 clusters Score -3452343 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3453204.500000 Penalty: 3318.003906
	Iteration 4F: 3 clusters Score -3453204 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3454428.750000 Penalty: 3318.003906
	Iteration 5F: 3 clusters Score -3454429 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3455955.500000 Penalty: 3318.003906
	Iteration 6F: 3 clusters Score -3455956 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3457530.500000 Penalty: 3318.003906
	Iteration 7F: 3 clusters Score -3457530 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -3458887.000000 Penalty: 3318.003906
	Iteration 8F: 3 clusters Score -3458887 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3459621.750000 Penalty: 3318.003906
	Iteration 9Q: 3 clusters Score -3459622 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3459955.500000 Penalty: 3318.003906
	Iteration 10Q: 3 clusters Score -3459956 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3460157.500000 Penalty: 3318.003906
	Iteration 11Q: 3 clusters Score -3460158 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3460298.000000 Penalty: 3318.003906
	Iteration 12Q: 3 clusters Score -3460298 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3460428.500000 Penalty: 3318.003906
	Iteration 13Q: 3 clusters Score -3460428 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3460525.250000 Penalty: 3318.003906
	Iteration 14Q: 3 clusters Score -3460525 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3460600.250000 Penalty: 3318.003906
	Iteration 15Q: 3 clusters Score -3460600 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3460651.750000 Penalty: 3318.003906
	Iteration 16Q: 3 clusters Score -3460652 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3460714.750000 Penalty: 3318.003906
	Iteration 17Q: 3 clusters Score -3460715 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3460767.500000 Penalty: 3318.003906
	Iteration 18Q: 3 clusters Score -3460768 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3460820.000000 Penalty: 3318.003906
	Iteration 19Q: 3 clusters Score -3460820 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3460849.750000 Penalty: 3318.003906
	Iteration 20F: 3 clusters Score -3460850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3460884.000000 Penalty: 3318.003906
	Iteration 21Q: 3 clusters Score -3460884 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3460922.000000 Penalty: 3318.003906
	Iteration 22Q: 3 clusters Score -3460922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3460952.500000 Penalty: 3318.003906
	Iteration 23Q: 3 clusters Score -3460952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3460984.250000 Penalty: 3318.003906
	Iteration 24Q: 3 clusters Score -3460984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3461006.000000 Penalty: 3318.003906
	Iteration 25Q: 3 clusters Score -3461006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3461035.500000 Penalty: 3318.003906
	Iteration 26Q: 3 clusters Score -3461036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3461056.250000 Penalty: 3318.003906
	Iteration 27Q: 3 clusters Score -3461056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3461083.750000 Penalty: 3318.003906
	Iteration 28Q: 3 clusters Score -3461084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3461102.000000 Penalty: 3318.003906
	Iteration 29Q: 3 clusters Score -3461102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3461101.250000 Penalty: 3318.003906
	Iteration 30Q: 3 clusters Score -3461101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3461108.250000 Penalty: 3318.003906
	Iteration 31Q: 3 clusters Score -3461108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3461129.000000 Penalty: 3318.003906
	Iteration 32Q: 3 clusters Score -3461129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3461155.250000 Penalty: 3318.003906
	Iteration 33Q: 3 clusters Score -3461155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3461176.500000 Penalty: 3318.003906
	Iteration 34Q: 3 clusters Score -3461176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3461194.500000 Penalty: 3318.003906
	Iteration 35Q: 3 clusters Score -3461194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3461215.500000 Penalty: 3318.003906
	Iteration 36Q: 3 clusters Score -3461216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3461218.750000 Penalty: 3318.003906
	Iteration 37Q: 3 clusters Score -3461219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3461217.500000 Penalty: 3318.003906
	Iteration 38Q: 3 clusters Score -3461218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3461225.500000 Penalty: 3318.003906
	Iteration 39Q: 3 clusters Score -3461226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3461233.750000 Penalty: 3318.003906
	Iteration 40F: 3 clusters Score -3461234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3461238.750000 Penalty: 3318.003906
	Iteration 41Q: 3 clusters Score -3461239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3461243.250000 Penalty: 3318.003906
	Iteration 42Q: 3 clusters Score -3461243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3461246.750000 Penalty: 3318.003906
	Iteration 43Q: 3 clusters Score -3461247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3461246.250000 Penalty: 3318.003906
	Iteration 44Q: 3 clusters Score -3461246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3461245.250000 Penalty: 3318.003906
	Iteration 45Q: 3 clusters Score -3461245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3461251.000000 Penalty: 3318.003906
	Iteration 46Q: 3 clusters Score -3461251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3461249.750000 Penalty: 3318.003906
	Iteration 47Q: 3 clusters Score -3461250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3461250.750000 Penalty: 3318.003906
	Iteration 48Q: 3 clusters Score -3461251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3461251.750000 Penalty: 3318.003906
	Iteration 49Q: 3 clusters Score -3461252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3461248.750000 Penalty: 3318.003906
	Iteration 50Q: 3 clusters Score -3461249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3461252.500000 Penalty: 3318.003906
	Iteration 51Q: 3 clusters Score -3461252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3461252.250000 Penalty: 3318.003906
	Iteration 52Q: 3 clusters Score -3461252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3461250.500000 Penalty: 3318.003906
	Iteration 53Q: 3 clusters Score -3461250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3461251.500000 Penalty: 3318.003906
	Iteration 54Q: 3 clusters Score -3461252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3461252.750000 Penalty: 3318.003906
	Iteration 55Q: 3 clusters Score -3461253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3461252.250000 Penalty: 3318.003906
	Iteration 56Q: 3 clusters Score -3461252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3461256.250000 Penalty: 3318.003906
	Iteration 57Q: 3 clusters Score -3461256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3461253.750000 Penalty: 3318.003906
	Iteration 58Q: 3 clusters Score -3461254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3461255.000000 Penalty: 3318.003906
	Iteration 59Q: 3 clusters Score -3461255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3461255.000000 Penalty: 3318.003906
	Iteration 60F: 3 clusters Score -3461255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115550 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50360 members 
Mstep: Class 7 contains 43649 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17646 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116706 members 
Mstep: Class 18 contains 37755 members 
Mstep: Class 20 contains 12056 members 
Mstep: Class 21 contains 45708 members 
Mstep: Class 23 contains 107026 members 
Mstep: Class 24 contains 27153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 279Q: 18 clusters Score -7.280825e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115542 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50358 members 
Mstep: Class 7 contains 43654 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17643 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116710 members 
Mstep: Class 18 contains 37715 members 
Mstep: Class 20 contains 12077 members 
Mstep: Class 21 contains 45722 members 
Mstep: Class 23 contains 107024 members 
Mstep: Class 24 contains 27164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808288.000000 Penalty: 36656.769531
Iteration 280F: 18 clusters Score -7.280829e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115513 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50357 members 
Mstep: Class 7 contains 43663 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17637 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116733 members 
Mstep: Class 18 contains 37680 members 
Mstep: Class 20 contains 12109 members 
Mstep: Class 21 contains 45724 members 
Mstep: Class 23 contains 107018 members 
Mstep: Class 24 contains 27175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808296.000000 Penalty: 36656.769531
Iteration 281Q: 18 clusters Score -7.28083e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115501 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50355 members 
Mstep: Class 7 contains 43661 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17629 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116754 members 
Mstep: Class 18 contains 37652 members 
Mstep: Class 20 contains 12137 members 
Mstep: Class 21 contains 45725 members 
Mstep: Class 23 contains 107012 members 
Mstep: Class 24 contains 27183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808328.000000 Penalty: 36656.769531
Iteration 282Q: 18 clusters Score -7.280833e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115493 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50369 members 
Mstep: Class 7 contains 43662 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17626 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116760 members 
Mstep: Class 18 contains 37619 members 
Mstep: Class 20 contains 12156 members 
Mstep: Class 21 contains 45722 members 
Mstep: Class 23 contains 107008 members 
Mstep: Class 24 contains 27194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808256.000000 Penalty: 36656.769531
Iteration 283Q: 18 clusters Score -7.280826e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115487 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50366 members 
Mstep: Class 7 contains 43669 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17619 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116776 members 
Mstep: Class 18 contains 37588 members 
Mstep: Class 20 contains 12178 members 
Mstep: Class 21 contains 45724 members 
Mstep: Class 23 contains 107004 members 
Mstep: Class 24 contains 27198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808264.000000 Penalty: 36656.769531
Iteration 284Q: 18 clusters Score -7.280826e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115479 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50365 members 
Mstep: Class 7 contains 43673 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17615 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116784 members 
Mstep: Class 18 contains 37554 members 
Mstep: Class 20 contains 12211 members 
Mstep: Class 21 contains 45724 members 
Mstep: Class 23 contains 106998 members 
Mstep: Class 24 contains 27208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 285Q: 18 clusters Score -7.280822e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115464 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50370 members 
Mstep: Class 7 contains 43678 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17607 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116802 members 
Mstep: Class 18 contains 37519 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 45718 members 
Mstep: Class 23 contains 106992 members 
Mstep: Class 24 contains 27221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808272.000000 Penalty: 36656.769531
Iteration 286Q: 18 clusters Score -7.280827e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115448 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50365 members 
Mstep: Class 7 contains 43682 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17600 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116842 members 
Mstep: Class 18 contains 37477 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45708 members 
Mstep: Class 23 contains 106988 members 
Mstep: Class 24 contains 27233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808232.000000 Penalty: 36656.769531
Iteration 287Q: 18 clusters Score -7.280823e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115435 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 7 contains 43691 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17598 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116862 members 
Mstep: Class 18 contains 37437 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 45704 members 
Mstep: Class 23 contains 106987 members 
Mstep: Class 24 contains 27247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808352.000000 Penalty: 36656.769531
Iteration 288Q: 18 clusters Score -7.280835e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115419 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50368 members 
Mstep: Class 7 contains 43694 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17594 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116888 members 
Mstep: Class 18 contains 37389 members 
Mstep: Class 20 contains 12319 members 
Mstep: Class 21 contains 45702 members 
Mstep: Class 23 contains 106988 members 
Mstep: Class 24 contains 27258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808400.000000 Penalty: 36656.769531
Iteration 289Q: 18 clusters Score -7.28084e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115410 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 7 contains 43702 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17588 members 
Mstep: Class 10 contains 3315 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116912 members 
Mstep: Class 18 contains 37344 members 
Mstep: Class 20 contains 12341 members 
Mstep: Class 21 contains 45703 members 
Mstep: Class 23 contains 106987 members 
Mstep: Class 24 contains 27269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808352.000000 Penalty: 36656.769531
Iteration 290Q: 18 clusters Score -7.280835e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115398 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50365 members 
Mstep: Class 7 contains 43705 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17583 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116943 members 
Mstep: Class 18 contains 37314 members 
Mstep: Class 20 contains 12344 members 
Mstep: Class 21 contains 45700 members 
Mstep: Class 23 contains 106984 members 
Mstep: Class 24 contains 27285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808224.000000 Penalty: 36656.769531
Iteration 291Q: 18 clusters Score -7.280822e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115395 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50356 members 
Mstep: Class 7 contains 43708 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17579 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116954 members 
Mstep: Class 18 contains 37293 members 
Mstep: Class 20 contains 12351 members 
Mstep: Class 21 contains 45701 members 
Mstep: Class 23 contains 106979 members 
Mstep: Class 24 contains 27305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808256.000000 Penalty: 36656.769531
Iteration 292Q: 18 clusters Score -7.280826e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115394 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50345 members 
Mstep: Class 7 contains 43698 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17578 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116980 members 
Mstep: Class 18 contains 37279 members 
Mstep: Class 20 contains 12357 members 
Mstep: Class 21 contains 45701 members 
Mstep: Class 23 contains 106973 members 
Mstep: Class 24 contains 27318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 293Q: 18 clusters Score -7.280822e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115393 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50334 members 
Mstep: Class 7 contains 43693 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17577 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116989 members 
Mstep: Class 18 contains 37264 members 
Mstep: Class 20 contains 12362 members 
Mstep: Class 21 contains 45703 members 
Mstep: Class 23 contains 106973 members 
Mstep: Class 24 contains 27337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808272.000000 Penalty: 36656.769531
Iteration 294Q: 18 clusters Score -7.280827e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115394 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50321 members 
Mstep: Class 7 contains 43696 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17570 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 116994 members 
Mstep: Class 18 contains 37243 members 
Mstep: Class 20 contains 12372 members 
Mstep: Class 21 contains 45709 members 
Mstep: Class 23 contains 106973 members 
Mstep: Class 24 contains 27353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808144.000000 Penalty: 36656.769531
Iteration 295Q: 18 clusters Score -7.280814e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115393 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50314 members 
Mstep: Class 7 contains 43694 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17558 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117014 members 
Mstep: Class 18 contains 37230 members 
Mstep: Class 20 contains 12371 members 
Mstep: Class 21 contains 45716 members 
Mstep: Class 23 contains 106972 members 
Mstep: Class 24 contains 27364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808224.000000 Penalty: 36656.769531
Iteration 296Q: 18 clusters Score -7.280822e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115406 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50301 members 
Mstep: Class 7 contains 43689 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17552 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117026 members 
Mstep: Class 18 contains 37218 members 
Mstep: Class 20 contains 12366 members 
Mstep: Class 21 contains 45718 members 
Mstep: Class 23 contains 106972 members 
Mstep: Class 24 contains 27379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808176.000000 Penalty: 36656.769531
Iteration 297Q: 18 clusters Score -7.280818e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115416 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50299 members 
Mstep: Class 7 contains 43684 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17545 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117039 members 
Mstep: Class 18 contains 37205 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 45715 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808160.000000 Penalty: 36656.769531
Iteration 298Q: 18 clusters Score -7.280816e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115424 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50293 members 
Mstep: Class 7 contains 43688 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17539 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117049 members 
Mstep: Class 18 contains 37193 members 
Mstep: Class 20 contains 12355 members 
Mstep: Class 21 contains 45714 members 
Mstep: Class 23 contains 106968 members 
Mstep: Class 24 contains 27404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808240.000000 Penalty: 36656.769531
Iteration 299Q: 18 clusters Score -7.280824e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115422 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50297 members 
Mstep: Class 7 contains 43693 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17531 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117052 members 
Mstep: Class 18 contains 37180 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 21 contains 45711 members 
Mstep: Class 23 contains 106967 members 
Mstep: Class 24 contains 27418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 300F: 18 clusters Score -7.280825e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115432 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50296 members 
Mstep: Class 7 contains 43690 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17526 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117058 members 
Mstep: Class 18 contains 37161 members 
Mstep: Class 20 contains 12363 members 
Mstep: Class 21 contains 45710 members 
Mstep: Class 23 contains 106965 members 
Mstep: Class 24 contains 27426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808168.000000 Penalty: 36656.769531
Iteration 301Q: 18 clusters Score -7.280817e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115433 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50299 members 
Mstep: Class 7 contains 43684 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17522 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117057 members 
Mstep: Class 18 contains 37150 members 
Mstep: Class 20 contains 12372 members 
Mstep: Class 21 contains 45712 members 
Mstep: Class 23 contains 106966 members 
Mstep: Class 24 contains 27432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808192.000000 Penalty: 36656.769531
Iteration 302Q: 18 clusters Score -7.280819e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115429 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50303 members 
Mstep: Class 7 contains 43676 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17519 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117072 members 
Mstep: Class 18 contains 37140 members 
Mstep: Class 20 contains 12376 members 
Mstep: Class 21 contains 45712 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 303Q: 18 clusters Score -7.280821e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115429 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50307 members 
Mstep: Class 7 contains 43668 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17515 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117080 members 
Mstep: Class 18 contains 37133 members 
Mstep: Class 20 contains 12384 members 
Mstep: Class 21 contains 45710 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808200.000000 Penalty: 36656.769531
Iteration 304Q: 18 clusters Score -7.28082e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115423 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50318 members 
Mstep: Class 7 contains 43657 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17511 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117087 members 
Mstep: Class 18 contains 37124 members 
Mstep: Class 20 contains 12388 members 
Mstep: Class 21 contains 45712 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 305Q: 18 clusters Score -7.280825e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115424 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50329 members 
Mstep: Class 7 contains 43646 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17507 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117093 members 
Mstep: Class 18 contains 37119 members 
Mstep: Class 20 contains 12387 members 
Mstep: Class 21 contains 45713 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808224.000000 Penalty: 36656.769531
Iteration 306Q: 18 clusters Score -7.280822e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115432 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50332 members 
Mstep: Class 7 contains 43637 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17506 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117101 members 
Mstep: Class 18 contains 37114 members 
Mstep: Class 20 contains 12382 members 
Mstep: Class 21 contains 45710 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808160.000000 Penalty: 36656.769531
Iteration 307Q: 18 clusters Score -7.280816e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115432 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50336 members 
Mstep: Class 7 contains 43635 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17506 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117114 members 
Mstep: Class 18 contains 37106 members 
Mstep: Class 20 contains 12380 members 
Mstep: Class 21 contains 45704 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808200.000000 Penalty: 36656.769531
Iteration 308Q: 18 clusters Score -7.28082e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115441 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50333 members 
Mstep: Class 7 contains 43631 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17504 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117125 members 
Mstep: Class 18 contains 37101 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 45708 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 309Q: 18 clusters Score -7.280825e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115441 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50336 members 
Mstep: Class 7 contains 43630 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17505 members 
Mstep: Class 10 contains 3300 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117128 members 
Mstep: Class 18 contains 37097 members 
Mstep: Class 20 contains 12361 members 
Mstep: Class 21 contains 45718 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808256.000000 Penalty: 36656.769531
Iteration 310Q: 18 clusters Score -7.280826e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115447 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50346 members 
Mstep: Class 7 contains 43633 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17503 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117126 members 
Mstep: Class 18 contains 37092 members 
Mstep: Class 20 contains 12351 members 
Mstep: Class 21 contains 45721 members 
Mstep: Class 23 contains 106956 members 
Mstep: Class 24 contains 27464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808304.000000 Penalty: 36656.769531
Iteration 311Q: 18 clusters Score -7.28083e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115444 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50347 members 
Mstep: Class 7 contains 43634 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17498 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117136 members 
Mstep: Class 18 contains 37083 members 
Mstep: Class 20 contains 12347 members 
Mstep: Class 21 contains 45726 members 
Mstep: Class 23 contains 106955 members 
Mstep: Class 24 contains 27470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 312Q: 18 clusters Score -7.280825e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115446 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50349 members 
Mstep: Class 7 contains 43635 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17498 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117133 members 
Mstep: Class 18 contains 37080 members 
Mstep: Class 20 contains 12337 members 
Mstep: Class 21 contains 45731 members 
Mstep: Class 23 contains 106956 members 
Mstep: Class 24 contains 27475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808296.000000 Penalty: 36656.769531
Iteration 313Q: 18 clusters Score -7.28083e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115467 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50347 members 
Mstep: Class 7 contains 43636 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117128 members 
Mstep: Class 18 contains 37075 members 
Mstep: Class 20 contains 12327 members 
Mstep: Class 21 contains 45729 members 
Mstep: Class 23 contains 106955 members 
Mstep: Class 24 contains 27480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808336.000000 Penalty: 36656.769531
Iteration 314Q: 18 clusters Score -7.280834e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115478 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50346 members 
Mstep: Class 7 contains 43636 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17494 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117116 members 
Mstep: Class 18 contains 37072 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 45732 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808336.000000 Penalty: 36656.769531
Iteration 315Q: 18 clusters Score -7.280834e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115475 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50351 members 
Mstep: Class 7 contains 43641 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17490 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117119 members 
Mstep: Class 18 contains 37064 members 
Mstep: Class 20 contains 12313 members 
Mstep: Class 21 contains 45743 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808336.000000 Penalty: 36656.769531
Iteration 316Q: 18 clusters Score -7.280834e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115473 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50352 members 
Mstep: Class 7 contains 43641 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17489 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117121 members 
Mstep: Class 18 contains 37058 members 
Mstep: Class 20 contains 12313 members 
Mstep: Class 21 contains 45744 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808296.000000 Penalty: 36656.769531
Iteration 317Q: 18 clusters Score -7.28083e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115486 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50350 members 
Mstep: Class 7 contains 43641 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17487 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117110 members 
Mstep: Class 18 contains 37053 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45748 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808296.000000 Penalty: 36656.769531
Iteration 318Q: 18 clusters Score -7.28083e+07 nChanged 65
Entering ConstructFrom: 
Score: -72808296.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -10636.341797 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -10636.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9880.998047 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -9880.998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10228.905273 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -10228.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10371.877930 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -10371.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10489.081055 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -10489.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10601.625977 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -10601.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10685.291016 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -10685.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10783.887695 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -10783.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10837.980469 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -10837.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10914.962891 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -10914.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10936.484375 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -10936.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10947.063477 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -10947.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10950.686523 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -10950.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10951.580078 Penalty: 1863.335938
	Iteration 12F: 3 clusters Score -10951.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10982.445312 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -10982.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10997.258789 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -10997.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11038.009766 Penalty: 1863.335938
	Iteration 15Q: 3 clusters Score -11038.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11038.009766 Penalty: 1863.335938
	Iteration 16F: 3 clusters Score -11038.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Mstep: Class 3 contains 115492 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50353 members 
Mstep: Class 7 contains 43639 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17487 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117102 members 
Mstep: Class 18 contains 37043 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 45752 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27495 members 
Entering Unmasked Estep 
Score: -72807488.000000 Penalty: 38813.050781
Splitting cluster 1 changes total score from -72808296.000000 to -72807488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (115492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Entering Unmasked Estep 
Score: -14750274.000000 Penalty: 1894.255493
	Iteration 0F: 2 clusters Score -1.475027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -14680156.000000 Penalty: 3788.510986
	Iteration 0F: 3 clusters Score -1.468016e+07 nChanged 55621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -14712563.000000 Penalty: 3788.510986
	Iteration 1F: 3 clusters Score -1.471256e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -14713519.000000 Penalty: 3788.510986
	Iteration 2Q: 3 clusters Score -1.471352e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -14715081.000000 Penalty: 3788.510986
	Iteration 3Q: 3 clusters Score -1.471508e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -14717660.000000 Penalty: 3788.510986
	Iteration 4Q: 3 clusters Score -1.471766e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -14721448.000000 Penalty: 3788.510986
	Iteration 5F: 3 clusters Score -1.472145e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -14727080.000000 Penalty: 3788.510986
	Iteration 6F: 3 clusters Score -1.472708e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -14733820.000000 Penalty: 3788.510986
	Iteration 7F: 3 clusters Score -1.473382e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -14740302.000000 Penalty: 3788.510986
	Iteration 8F: 3 clusters Score -1.47403e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -14745095.000000 Penalty: 3788.510986
	Iteration 9Q: 3 clusters Score -1.47451e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -14747709.000000 Penalty: 3788.510986
	Iteration 10Q: 3 clusters Score -1.474771e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -14748835.000000 Penalty: 3788.510986
	Iteration 11Q: 3 clusters Score -1.474884e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -14749831.000000 Penalty: 3788.510986
	Iteration 12Q: 3 clusters Score -1.474983e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -14750290.000000 Penalty: 3788.510986
	Iteration 13Q: 3 clusters Score -1.475029e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110325 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -14750460.000000 Penalty: 3788.510986
	Iteration 14Q: 3 clusters Score -1.475046e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111530 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -14750303.000000 Penalty: 3788.510986
	Iteration 15Q: 3 clusters Score -1.47503e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112477 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -14750130.000000 Penalty: 3788.510986
	Iteration 16Q: 3 clusters Score -1.475013e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113156 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -14749895.000000 Penalty: 3788.510986
	Iteration 17Q: 3 clusters Score -1.47499e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113634 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -14749721.000000 Penalty: 3788.510986
	Iteration 18Q: 3 clusters Score -1.474972e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113983 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -14749555.000000 Penalty: 3788.510986
	Iteration 19Q: 3 clusters Score -1.474956e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114258 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -14749446.000000 Penalty: 3788.510986
	Iteration 20F: 3 clusters Score -1.474945e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114466 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -14749337.000000 Penalty: 3788.510986
	Iteration 21Q: 3 clusters Score -1.474934e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114614 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14749264.000000 Penalty: 3788.510986
	Iteration 22Q: 3 clusters Score -1.474926e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14749196.000000 Penalty: 3788.510986
	Iteration 23Q: 3 clusters Score -1.47492e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114822 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14749181.000000 Penalty: 3788.510986
	Iteration 24Q: 3 clusters Score -1.474918e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14749159.000000 Penalty: 3788.510986
	Iteration 25Q: 3 clusters Score -1.474916e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14749131.000000 Penalty: 3788.510986
	Iteration 26Q: 3 clusters Score -1.474913e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -14749116.000000 Penalty: 3788.510986
	Iteration 27Q: 3 clusters Score -1.474912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115007 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -14749111.000000 Penalty: 3788.510986
	Iteration 28Q: 3 clusters Score -1.474911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115029 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14749093.000000 Penalty: 3788.510986
	Iteration 29Q: 3 clusters Score -1.474909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115048 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -14749080.000000 Penalty: 3788.510986
	Iteration 30Q: 3 clusters Score -1.474908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115066 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14749090.000000 Penalty: 3788.510986
	Iteration 31Q: 3 clusters Score -1.474909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115080 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -14749093.000000 Penalty: 3788.510986
	Iteration 32Q: 3 clusters Score -1.474909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14749087.000000 Penalty: 3788.510986
	Iteration 33Q: 3 clusters Score -1.474909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14749078.000000 Penalty: 3788.510986
	Iteration 34Q: 3 clusters Score -1.474908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115103 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14749062.000000 Penalty: 3788.510986
	Iteration 35Q: 3 clusters Score -1.474906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14749063.000000 Penalty: 3788.510986
	Iteration 36Q: 3 clusters Score -1.474906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14749060.000000 Penalty: 3788.510986
	Iteration 37Q: 3 clusters Score -1.474906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115115 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14749050.000000 Penalty: 3788.510986
	Iteration 38Q: 3 clusters Score -1.474905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14749054.000000 Penalty: 3788.510986
	Iteration 39Q: 3 clusters Score -1.474905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115124 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14749051.000000 Penalty: 3788.510986
	Iteration 40F: 3 clusters Score -1.474905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115129 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14749032.000000 Penalty: 3788.510986
	Iteration 41Q: 3 clusters Score -1.474903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115133 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -14749029.000000 Penalty: 3788.510986
	Iteration 42Q: 3 clusters Score -1.474903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115138 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -14749024.000000 Penalty: 3788.510986
	Iteration 43Q: 3 clusters Score -1.474902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115143 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14749034.000000 Penalty: 3788.510986
	Iteration 44Q: 3 clusters Score -1.474903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115145 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14749035.000000 Penalty: 3788.510986
	Iteration 45Q: 3 clusters Score -1.474904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115145 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14749034.000000 Penalty: 3788.510986
	Iteration 46Q: 3 clusters Score -1.474903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115145 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14749034.000000 Penalty: 3788.510986
	Iteration 47F: 3 clusters Score -1.474903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -67285.812500 Penalty: 1051.253174
	Iteration 0F: 2 clusters Score -67285.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66135.148438 Penalty: 2102.506348
	Iteration 0F: 3 clusters Score -66135.15 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66343.085938 Penalty: 2102.506348
	Iteration 1F: 3 clusters Score -66343.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66417.414062 Penalty: 2102.506348
	Iteration 2F: 3 clusters Score -66417.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66473.992188 Penalty: 2102.506348
	Iteration 3Q: 3 clusters Score -66473.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66551.679688 Penalty: 2102.506348
	Iteration 4Q: 3 clusters Score -66551.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66669.398438 Penalty: 2102.506348
	Iteration 5F: 3 clusters Score -66669.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66831.234375 Penalty: 2102.506348
	Iteration 6F: 3 clusters Score -66831.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67009.960938 Penalty: 2102.506348
	Iteration 7F: 3 clusters Score -67009.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67117.679688 Penalty: 2102.506348
	Iteration 8F: 3 clusters Score -67117.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67171.898438 Penalty: 2102.506348
	Iteration 9Q: 3 clusters Score -67171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67199.226562 Penalty: 2102.506348
	Iteration 10Q: 3 clusters Score -67199.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67208.109375 Penalty: 2102.506348
	Iteration 11Q: 3 clusters Score -67208.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67222.000000 Penalty: 2102.506348
	Iteration 12Q: 3 clusters Score -67222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67247.523438 Penalty: 2102.506348
	Iteration 13Q: 3 clusters Score -67247.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67257.171875 Penalty: 2102.506348
	Iteration 14Q: 3 clusters Score -67257.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67265.601562 Penalty: 2102.506348
	Iteration 15Q: 3 clusters Score -67265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67272.859375 Penalty: 2102.506348
	Iteration 16Q: 3 clusters Score -67272.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67272.859375 Penalty: 2102.506348
	Iteration 17F: 3 clusters Score -67272.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -21987.816406 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -21987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21179.822266 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -21179.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21425.857422 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -21425.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21575.488281 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -21575.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21718.855469 Penalty: 1868.552734
	Iteration 3F: 3 clusters Score -21718.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21823.783203 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21823.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21881.070312 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21881.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21899.302734 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -21899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21922.292969 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -21922.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21927.412109 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -21927.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21927.412109 Penalty: 1868.552734
	Iteration 9F: 3 clusters Score -21927.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Entering Unmasked Estep 
Score: -6460242.000000 Penalty: 1759.357178
	Iteration 0F: 2 clusters Score -6460242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -6426423.500000 Penalty: 3518.714355
	Iteration 0F: 3 clusters Score -6426424 nChanged 23755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -6440027.500000 Penalty: 3518.714355
	Iteration 1F: 3 clusters Score -6440028 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -6440496.000000 Penalty: 3518.714355
	Iteration 2Q: 3 clusters Score -6440496 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -6441099.500000 Penalty: 3518.714355
	Iteration 3Q: 3 clusters Score -6441100 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -6441797.500000 Penalty: 3518.714355
	Iteration 4Q: 3 clusters Score -6441798 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -6442743.500000 Penalty: 3518.714355
	Iteration 5Q: 3 clusters Score -6442744 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -6444088.500000 Penalty: 3518.714355
	Iteration 6Q: 3 clusters Score -6444088 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -6445943.000000 Penalty: 3518.714355
	Iteration 7F: 3 clusters Score -6445943 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -6448193.500000 Penalty: 3518.714355
	Iteration 8F: 3 clusters Score -6448194 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -6450170.500000 Penalty: 3518.714355
	Iteration 9F: 3 clusters Score -6450170 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -6451436.500000 Penalty: 3518.714355
	Iteration 10Q: 3 clusters Score -6451436 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -6451987.000000 Penalty: 3518.714355
	Iteration 11Q: 3 clusters Score -6451987 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -6452256.000000 Penalty: 3518.714355
	Iteration 12Q: 3 clusters Score -6452256 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -6452545.000000 Penalty: 3518.714355
	Iteration 13Q: 3 clusters Score -6452545 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -6452750.500000 Penalty: 3518.714355
	Iteration 14Q: 3 clusters Score -6452750 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -6452960.000000 Penalty: 3518.714355
	Iteration 15Q: 3 clusters Score -6452960 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -6453159.000000 Penalty: 3518.714355
	Iteration 16Q: 3 clusters Score -6453159 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -6453366.500000 Penalty: 3518.714355
	Iteration 17Q: 3 clusters Score -6453366 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -6453487.000000 Penalty: 3518.714355
	Iteration 18Q: 3 clusters Score -6453487 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -6453609.500000 Penalty: 3518.714355
	Iteration 19Q: 3 clusters Score -6453610 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -6453732.500000 Penalty: 3518.714355
	Iteration 20F: 3 clusters Score -6453732 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -6453866.500000 Penalty: 3518.714355
	Iteration 21Q: 3 clusters Score -6453866 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -6453992.500000 Penalty: 3518.714355
	Iteration 22Q: 3 clusters Score -6453992 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -6454105.500000 Penalty: 3518.714355
	Iteration 23Q: 3 clusters Score -6454106 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -6454163.500000 Penalty: 3518.714355
	Iteration 24Q: 3 clusters Score -6454164 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -6454329.000000 Penalty: 3518.714355
	Iteration 25Q: 3 clusters Score -6454329 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -6454488.500000 Penalty: 3518.714355
	Iteration 26Q: 3 clusters Score -6454488 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -6454652.500000 Penalty: 3518.714355
	Iteration 27Q: 3 clusters Score -6454652 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -6454819.000000 Penalty: 3518.714355
	Iteration 28Q: 3 clusters Score -6454819 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -6454949.000000 Penalty: 3518.714355
	Iteration 29Q: 3 clusters Score -6454949 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -6455074.500000 Penalty: 3518.714355
	Iteration 30Q: 3 clusters Score -6455074 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -6455214.500000 Penalty: 3518.714355
	Iteration 31Q: 3 clusters Score -6455214 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -6455295.500000 Penalty: 3518.714355
	Iteration 32Q: 3 clusters Score -6455296 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -6455404.000000 Penalty: 3518.714355
	Iteration 33Q: 3 clusters Score -6455404 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -6455517.500000 Penalty: 3518.714355
	Iteration 34Q: 3 clusters Score -6455518 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -6455703.500000 Penalty: 3518.714355
	Iteration 35Q: 3 clusters Score -6455704 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -6455832.500000 Penalty: 3518.714355
	Iteration 36Q: 3 clusters Score -6455832 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -6456013.000000 Penalty: 3518.714355
	Iteration 37Q: 3 clusters Score -6456013 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -6456190.000000 Penalty: 3518.714355
	Iteration 38Q: 3 clusters Score -6456190 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -6456368.500000 Penalty: 3518.714355
	Iteration 39Q: 3 clusters Score -6456368 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -6456578.500000 Penalty: 3518.714355
	Iteration 40F: 3 clusters Score -6456578 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -6456720.000000 Penalty: 3518.714355
	Iteration 41Q: 3 clusters Score -6456720 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -6456925.500000 Penalty: 3518.714355
	Iteration 42Q: 3 clusters Score -6456926 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6457127.500000 Penalty: 3518.714355
	Iteration 43Q: 3 clusters Score -6457128 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -6457321.500000 Penalty: 3518.714355
	Iteration 44Q: 3 clusters Score -6457322 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -6457471.000000 Penalty: 3518.714355
	Iteration 45Q: 3 clusters Score -6457471 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6457603.500000 Penalty: 3518.714355
	Iteration 46Q: 3 clusters Score -6457604 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -6457734.000000 Penalty: 3518.714355
	Iteration 47Q: 3 clusters Score -6457734 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -6457872.500000 Penalty: 3518.714355
	Iteration 48Q: 3 clusters Score -6457872 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6457964.500000 Penalty: 3518.714355
	Iteration 49Q: 3 clusters Score -6457964 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6458061.500000 Penalty: 3518.714355
	Iteration 50Q: 3 clusters Score -6458062 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6458165.500000 Penalty: 3518.714355
	Iteration 51Q: 3 clusters Score -6458166 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6458240.000000 Penalty: 3518.714355
	Iteration 52Q: 3 clusters Score -6458240 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6458311.500000 Penalty: 3518.714355
	Iteration 53Q: 3 clusters Score -6458312 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6458342.500000 Penalty: 3518.714355
	Iteration 54Q: 3 clusters Score -6458342 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6458389.000000 Penalty: 3518.714355
	Iteration 55Q: 3 clusters Score -6458389 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6458426.500000 Penalty: 3518.714355
	Iteration 56Q: 3 clusters Score -6458426 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6458464.500000 Penalty: 3518.714355
	Iteration 57Q: 3 clusters Score -6458464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6458505.000000 Penalty: 3518.714355
	Iteration 58Q: 3 clusters Score -6458505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6458531.000000 Penalty: 3518.714355
	Iteration 59Q: 3 clusters Score -6458531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6458558.000000 Penalty: 3518.714355
	Iteration 60F: 3 clusters Score -6458558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6458571.500000 Penalty: 3518.714355
	Iteration 61Q: 3 clusters Score -6458572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6458588.000000 Penalty: 3518.714355
	Iteration 62Q: 3 clusters Score -6458588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6458599.500000 Penalty: 3518.714355
	Iteration 63Q: 3 clusters Score -6458600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6458604.000000 Penalty: 3518.714355
	Iteration 64Q: 3 clusters Score -6458604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6458613.000000 Penalty: 3518.714355
	Iteration 65Q: 3 clusters Score -6458613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6458629.000000 Penalty: 3518.714355
	Iteration 66Q: 3 clusters Score -6458629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6458646.000000 Penalty: 3518.714355
	Iteration 67Q: 3 clusters Score -6458646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6458654.500000 Penalty: 3518.714355
	Iteration 68Q: 3 clusters Score -6458654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6458663.000000 Penalty: 3518.714355
	Iteration 69Q: 3 clusters Score -6458663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6458665.500000 Penalty: 3518.714355
	Iteration 70Q: 3 clusters Score -6458666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6458676.000000 Penalty: 3518.714355
	Iteration 71Q: 3 clusters Score -6458676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6458676.500000 Penalty: 3518.714355
	Iteration 72Q: 3 clusters Score -6458676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6458683.500000 Penalty: 3518.714355
	Iteration 73Q: 3 clusters Score -6458684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6458684.500000 Penalty: 3518.714355
	Iteration 74Q: 3 clusters Score -6458684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6458687.500000 Penalty: 3518.714355
	Iteration 75Q: 3 clusters Score -6458688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6458690.500000 Penalty: 3518.714355
	Iteration 76Q: 3 clusters Score -6458690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6458684.500000 Penalty: 3518.714355
	Iteration 77Q: 3 clusters Score -6458684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6458690.000000 Penalty: 3518.714355
	Iteration 78Q: 3 clusters Score -6458690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6458692.000000 Penalty: 3518.714355
	Iteration 79Q: 3 clusters Score -6458692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6458697.000000 Penalty: 3518.714355
	Iteration 80F: 3 clusters Score -6458697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6458688.500000 Penalty: 3518.714355
	Iteration 81Q: 3 clusters Score -6458688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6458686.000000 Penalty: 3518.714355
	Iteration 82Q: 3 clusters Score -6458686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6458685.500000 Penalty: 3518.714355
	Iteration 83Q: 3 clusters Score -6458686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6458685.500000 Penalty: 3518.714355
	Iteration 84Q: 3 clusters Score -6458686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6458685.500000 Penalty: 3518.714355
	Iteration 85F: 3 clusters Score -6458686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Entering Unmasked Estep 
Score: -5604132.500000 Penalty: 1736.102295
	Iteration 0F: 2 clusters Score -5604132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5575035.000000 Penalty: 3472.204590
	Iteration 0F: 3 clusters Score -5575035 nChanged 20320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5586514.000000 Penalty: 3472.204590
	Iteration 1F: 3 clusters Score -5586514 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -5587043.000000 Penalty: 3472.204590
	Iteration 2Q: 3 clusters Score -5587043 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -5587756.000000 Penalty: 3472.204590
	Iteration 3Q: 3 clusters Score -5587756 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -5588927.000000 Penalty: 3472.204590
	Iteration 4F: 3 clusters Score -5588927 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -5590917.500000 Penalty: 3472.204590
	Iteration 5F: 3 clusters Score -5590918 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -5593867.500000 Penalty: 3472.204590
	Iteration 6F: 3 clusters Score -5593868 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -5597378.500000 Penalty: 3472.204590
	Iteration 7F: 3 clusters Score -5597378 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5600223.500000 Penalty: 3472.204590
	Iteration 8F: 3 clusters Score -5600224 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5601847.500000 Penalty: 3472.204590
	Iteration 9Q: 3 clusters Score -5601848 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5602528.500000 Penalty: 3472.204590
	Iteration 10Q: 3 clusters Score -5602528 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5602789.000000 Penalty: 3472.204590
	Iteration 11Q: 3 clusters Score -5602789 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5602895.000000 Penalty: 3472.204590
	Iteration 12Q: 3 clusters Score -5602895 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5602948.000000 Penalty: 3472.204590
	Iteration 13Q: 3 clusters Score -5602948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5602969.500000 Penalty: 3472.204590
	Iteration 14Q: 3 clusters Score -5602970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5602979.500000 Penalty: 3472.204590
	Iteration 15Q: 3 clusters Score -5602980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5602983.000000 Penalty: 3472.204590
	Iteration 16Q: 3 clusters Score -5602983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5603000.500000 Penalty: 3472.204590
	Iteration 17Q: 3 clusters Score -5603000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5603003.500000 Penalty: 3472.204590
	Iteration 18Q: 3 clusters Score -5603004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5603011.500000 Penalty: 3472.204590
	Iteration 19Q: 3 clusters Score -5603012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5603017.000000 Penalty: 3472.204590
	Iteration 20F: 3 clusters Score -5603017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5603024.500000 Penalty: 3472.204590
	Iteration 21Q: 3 clusters Score -5603024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5603030.000000 Penalty: 3472.204590
	Iteration 22Q: 3 clusters Score -5603030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5603028.500000 Penalty: 3472.204590
	Iteration 23Q: 3 clusters Score -5603028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5603028.000000 Penalty: 3472.204590
	Iteration 24Q: 3 clusters Score -5603028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5603028.000000 Penalty: 3472.204590
	Iteration 25Q: 3 clusters Score -5603028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5603031.000000 Penalty: 3472.204590
	Iteration 26Q: 3 clusters Score -5603031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5603031.000000 Penalty: 3472.204590
	Iteration 27F: 3 clusters Score -5603031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -34237.410156 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -34237.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33393.996094 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -33394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33571.222656 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -33571.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33654.605469 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -33654.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33708.910156 Penalty: 1854.810913
	Iteration 3F: 3 clusters Score -33708.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33754.789062 Penalty: 1854.810913
	Iteration 4F: 3 clusters Score -33754.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33818.417969 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -33818.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33851.910156 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -33851.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33878.246094 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -33878.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33938.320312 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -33938.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33980.382812 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -33980.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34008.191406 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -34008.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -34008.191406 Penalty: 1854.810913
	Iteration 11F: 3 clusters Score -34008.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Entering Unmasked Estep 
Score: -2193010.500000 Penalty: 1587.497070
	Iteration 0F: 2 clusters Score -2193010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2180977.250000 Penalty: 3174.994141
	Iteration 0F: 3 clusters Score -2180977 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2185328.750000 Penalty: 3174.994141
	Iteration 1F: 3 clusters Score -2185329 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2185599.750000 Penalty: 3174.994141
	Iteration 2Q: 3 clusters Score -2185600 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2185836.500000 Penalty: 3174.994141
	Iteration 3Q: 3 clusters Score -2185836 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2186039.750000 Penalty: 3174.994141
	Iteration 4Q: 3 clusters Score -2186040 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2186233.000000 Penalty: 3174.994141
	Iteration 5Q: 3 clusters Score -2186233 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2186447.500000 Penalty: 3174.994141
	Iteration 6Q: 3 clusters Score -2186448 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2186705.000000 Penalty: 3174.994141
	Iteration 7Q: 3 clusters Score -2186705 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2187064.750000 Penalty: 3174.994141
	Iteration 8Q: 3 clusters Score -2187065 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2187533.250000 Penalty: 3174.994141
	Iteration 9Q: 3 clusters Score -2187533 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2188222.250000 Penalty: 3174.994141
	Iteration 10F: 3 clusters Score -2188222 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2189051.750000 Penalty: 3174.994141
	Iteration 11F: 3 clusters Score -2189052 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2189829.250000 Penalty: 3174.994141
	Iteration 12F: 3 clusters Score -2189829 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2190463.250000 Penalty: 3174.994141
	Iteration 13Q: 3 clusters Score -2190463 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2190903.750000 Penalty: 3174.994141
	Iteration 14Q: 3 clusters Score -2190904 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2191206.500000 Penalty: 3174.994141
	Iteration 15Q: 3 clusters Score -2191206 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2191410.500000 Penalty: 3174.994141
	Iteration 16Q: 3 clusters Score -2191410 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2191555.750000 Penalty: 3174.994141
	Iteration 17Q: 3 clusters Score -2191556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2191660.250000 Penalty: 3174.994141
	Iteration 18Q: 3 clusters Score -2191660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2191743.000000 Penalty: 3174.994141
	Iteration 19Q: 3 clusters Score -2191743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2191785.000000 Penalty: 3174.994141
	Iteration 20F: 3 clusters Score -2191785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2191812.750000 Penalty: 3174.994141
	Iteration 21Q: 3 clusters Score -2191813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2191830.750000 Penalty: 3174.994141
	Iteration 22Q: 3 clusters Score -2191831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2191847.250000 Penalty: 3174.994141
	Iteration 23Q: 3 clusters Score -2191847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2191858.500000 Penalty: 3174.994141
	Iteration 24Q: 3 clusters Score -2191858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2191862.500000 Penalty: 3174.994141
	Iteration 25Q: 3 clusters Score -2191862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2191870.000000 Penalty: 3174.994141
	Iteration 26Q: 3 clusters Score -2191870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2191878.500000 Penalty: 3174.994141
	Iteration 27Q: 3 clusters Score -2191878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2191884.000000 Penalty: 3174.994141
	Iteration 28Q: 3 clusters Score -2191884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2191887.250000 Penalty: 3174.994141
	Iteration 29Q: 3 clusters Score -2191887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2191889.750000 Penalty: 3174.994141
	Iteration 30Q: 3 clusters Score -2191890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2191889.750000 Penalty: 3174.994141
	Iteration 31Q: 3 clusters Score -2191890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2191890.750000 Penalty: 3174.994141
	Iteration 32Q: 3 clusters Score -2191891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2191890.750000 Penalty: 3174.994141
	Iteration 33F: 3 clusters Score -2191891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -401705.562500 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -401705.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -398853.375000 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -398853.4 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -399544.187500 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -399544.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -399709.375000 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -399709.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -399828.062500 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -399828.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -399913.687500 Penalty: 2632.651123
	Iteration 4Q: 3 clusters Score -399913.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -399974.187500 Penalty: 2632.651123
	Iteration 5Q: 3 clusters Score -399974.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -400024.468750 Penalty: 2632.651123
	Iteration 6Q: 3 clusters Score -400024.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -400073.687500 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -400073.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -400112.250000 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -400112.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -400161.375000 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -400161.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -400210.343750 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -400210.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -400279.218750 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -400279.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -400373.625000 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -400373.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -400456.593750 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -400456.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -400560.343750 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -400560.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -400674.250000 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -400674.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -400762.156250 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -400762.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -400817.687500 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -400817.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -400860.593750 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -400860.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -400890.812500 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -400890.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -400909.187500 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -400909.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -400925.375000 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -400925.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -400938.781250 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -400938.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -400945.687500 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -400945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -400953.312500 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -400953.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -400961.625000 Penalty: 2632.651123
	Iteration 25Q: 3 clusters Score -400961.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -400966.187500 Penalty: 2632.651123
	Iteration 26Q: 3 clusters Score -400966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -400967.062500 Penalty: 2632.651123
	Iteration 27Q: 3 clusters Score -400967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -400967.781250 Penalty: 2632.651123
	Iteration 28Q: 3 clusters Score -400967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -400968.343750 Penalty: 2632.651123
	Iteration 29Q: 3 clusters Score -400968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -400968.437500 Penalty: 2632.651123
	Iteration 30Q: 3 clusters Score -400968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -400968.906250 Penalty: 2632.651123
	Iteration 31Q: 3 clusters Score -400968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -400969.500000 Penalty: 2632.651123
	Iteration 32Q: 3 clusters Score -400969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -400970.468750 Penalty: 2632.651123
	Iteration 33Q: 3 clusters Score -400970.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -400970.625000 Penalty: 2632.651123
	Iteration 34Q: 3 clusters Score -400970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -400971.343750 Penalty: 2632.651123
	Iteration 35Q: 3 clusters Score -400971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -400971.343750 Penalty: 2632.651123
	Iteration 36F: 3 clusters Score -400971.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30174.152344 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -30174.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29358.148438 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -29358.15 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29600.427734 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -29600.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29633.744141 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -29633.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29658.162109 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -29658.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29667.142578 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -29667.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29669.382812 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -29669.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29669.382812 Penalty: 1903.828247
	Iteration 6F: 3 clusters Score -29669.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -30651.416016 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -30651.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29795.166016 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -29795.17 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30023.621094 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -30023.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30085.904297 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -30085.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30143.615234 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -30143.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30177.384766 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -30177.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30195.761719 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -30195.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30200.886719 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -30200.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30204.898438 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -30204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30206.019531 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -30206.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30206.019531 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -30206.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Entering Unmasked Estep 
Score: -14901199.000000 Penalty: 1896.505005
	Iteration 0F: 2 clusters Score -1.49012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -14827627.000000 Penalty: 3793.010010
	Iteration 0F: 3 clusters Score -1.482763e+07 nChanged 56131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -14860895.000000 Penalty: 3793.010010
	Iteration 1F: 3 clusters Score -1.48609e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -14861882.000000 Penalty: 3793.010010
	Iteration 2Q: 3 clusters Score -1.486188e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -14863353.000000 Penalty: 3793.010010
	Iteration 3Q: 3 clusters Score -1.486335e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -14865445.000000 Penalty: 3793.010010
	Iteration 4Q: 3 clusters Score -1.486544e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -14868851.000000 Penalty: 3793.010010
	Iteration 5F: 3 clusters Score -1.486885e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 79914 members 
Entering Unmasked Estep 
Score: -14873825.000000 Penalty: 3793.010010
	Iteration 6F: 3 clusters Score -1.487382e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -14880171.000000 Penalty: 3793.010010
	Iteration 7F: 3 clusters Score -1.488017e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -14886577.000000 Penalty: 3793.010010
	Iteration 8F: 3 clusters Score -1.488658e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 97441 members 
Entering Unmasked Estep 
Score: -14891125.000000 Penalty: 3793.010010
	Iteration 9Q: 3 clusters Score -1.489112e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -14893870.000000 Penalty: 3793.010010
	Iteration 10Q: 3 clusters Score -1.489387e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 102959 members 
Entering Unmasked Estep 
Score: -14895454.000000 Penalty: 3793.010010
	Iteration 11Q: 3 clusters Score -1.489545e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 104882 members 
Entering Unmasked Estep 
Score: -14896568.000000 Penalty: 3793.010010
	Iteration 12Q: 3 clusters Score -1.489657e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -14897460.000000 Penalty: 3793.010010
	Iteration 13Q: 3 clusters Score -1.489746e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 107928 members 
Entering Unmasked Estep 
Score: -14898111.000000 Penalty: 3793.010010
	Iteration 14Q: 3 clusters Score -1.489811e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 109074 members 
Entering Unmasked Estep 
Score: -14898522.000000 Penalty: 3793.010010
	Iteration 15Q: 3 clusters Score -1.489852e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 110030 members 
Entering Unmasked Estep 
Score: -14898766.000000 Penalty: 3793.010010
	Iteration 16Q: 3 clusters Score -1.489877e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -14898945.000000 Penalty: 3793.010010
	Iteration 17Q: 3 clusters Score -1.489894e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 111472 members 
Entering Unmasked Estep 
Score: -14899174.000000 Penalty: 3793.010010
	Iteration 18Q: 3 clusters Score -1.489917e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -14899295.000000 Penalty: 3793.010010
	Iteration 19Q: 3 clusters Score -1.48993e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 112516 members 
Entering Unmasked Estep 
Score: -14899422.000000 Penalty: 3793.010010
	Iteration 20F: 3 clusters Score -1.489942e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -14899545.000000 Penalty: 3793.010010
	Iteration 21Q: 3 clusters Score -1.489954e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 113260 members 
Entering Unmasked Estep 
Score: -14899635.000000 Penalty: 3793.010010
	Iteration 22Q: 3 clusters Score -1.489964e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -14899690.000000 Penalty: 3793.010010
	Iteration 23Q: 3 clusters Score -1.489969e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 113765 members 
Entering Unmasked Estep 
Score: -14899737.000000 Penalty: 3793.010010
	Iteration 24Q: 3 clusters Score -1.489974e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 113934 members 
Entering Unmasked Estep 
Score: -14899764.000000 Penalty: 3793.010010
	Iteration 25Q: 3 clusters Score -1.489976e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -14899797.000000 Penalty: 3793.010010
	Iteration 26Q: 3 clusters Score -1.48998e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -14899806.000000 Penalty: 3793.010010
	Iteration 27Q: 3 clusters Score -1.489981e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -14899854.000000 Penalty: 3793.010010
	Iteration 28Q: 3 clusters Score -1.489985e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 114449 members 
Entering Unmasked Estep 
Score: -14899914.000000 Penalty: 3793.010010
	Iteration 29Q: 3 clusters Score -1.489991e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 114548 members 
Entering Unmasked Estep 
Score: -14899889.000000 Penalty: 3793.010010
	Iteration 30Q: 3 clusters Score -1.489989e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 114634 members 
Entering Unmasked Estep 
Score: -14899865.000000 Penalty: 3793.010010
	Iteration 31Q: 3 clusters Score -1.489986e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 114706 members 
Entering Unmasked Estep 
Score: -14899893.000000 Penalty: 3793.010010
	Iteration 32Q: 3 clusters Score -1.489989e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -14899909.000000 Penalty: 3793.010010
	Iteration 33Q: 3 clusters Score -1.489991e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 114834 members 
Entering Unmasked Estep 
Score: -14899918.000000 Penalty: 3793.010010
	Iteration 34Q: 3 clusters Score -1.489992e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -14899915.000000 Penalty: 3793.010010
	Iteration 35Q: 3 clusters Score -1.489992e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 114946 members 
Entering Unmasked Estep 
Score: -14899911.000000 Penalty: 3793.010010
	Iteration 36Q: 3 clusters Score -1.489991e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 114994 members 
Entering Unmasked Estep 
Score: -14899911.000000 Penalty: 3793.010010
	Iteration 37Q: 3 clusters Score -1.489991e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -14899941.000000 Penalty: 3793.010010
	Iteration 38Q: 3 clusters Score -1.489994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -14899953.000000 Penalty: 3793.010010
	Iteration 39Q: 3 clusters Score -1.489995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 115075 members 
Entering Unmasked Estep 
Score: -14899971.000000 Penalty: 3793.010010
	Iteration 40F: 3 clusters Score -1.489997e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 115096 members 
Entering Unmasked Estep 
Score: -14899981.000000 Penalty: 3793.010010
	Iteration 41Q: 3 clusters Score -1.489998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -14899966.000000 Penalty: 3793.010010
	Iteration 42Q: 3 clusters Score -1.489997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -14899958.000000 Penalty: 3793.010010
	Iteration 43Q: 3 clusters Score -1.489996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -14899955.000000 Penalty: 3793.010010
	Iteration 44Q: 3 clusters Score -1.489996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 115168 members 
Entering Unmasked Estep 
Score: -14899948.000000 Penalty: 3793.010010
	Iteration 45Q: 3 clusters Score -1.489995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -14899966.000000 Penalty: 3793.010010
	Iteration 46Q: 3 clusters Score -1.489997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 115190 members 
Entering Unmasked Estep 
Score: -14899962.000000 Penalty: 3793.010010
	Iteration 47Q: 3 clusters Score -1.489996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 115204 members 
Entering Unmasked Estep 
Score: -14899967.000000 Penalty: 3793.010010
	Iteration 48Q: 3 clusters Score -1.489997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -14899965.000000 Penalty: 3793.010010
	Iteration 49Q: 3 clusters Score -1.489996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -14899969.000000 Penalty: 3793.010010
	Iteration 50Q: 3 clusters Score -1.489997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -14899967.000000 Penalty: 3793.010010
	Iteration 51Q: 3 clusters Score -1.489997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -14899979.000000 Penalty: 3793.010010
	Iteration 52Q: 3 clusters Score -1.489998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 115243 members 
Entering Unmasked Estep 
Score: -14899960.000000 Penalty: 3793.010010
	Iteration 53Q: 3 clusters Score -1.489996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -14899973.000000 Penalty: 3793.010010
	Iteration 54Q: 3 clusters Score -1.489997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 115249 members 
Entering Unmasked Estep 
Score: -14899973.000000 Penalty: 3793.010010
	Iteration 55Q: 3 clusters Score -1.489997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 115249 members 
Entering Unmasked Estep 
Score: -14899973.000000 Penalty: 3793.010010
	Iteration 56F: 3 clusters Score -1.489997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Entering Unmasked Estep 
Score: -4745665.500000 Penalty: 1709.473145
	Iteration 0F: 2 clusters Score -4745666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4720916.000000 Penalty: 3418.946289
	Iteration 0F: 3 clusters Score -4720916 nChanged 17137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4730394.000000 Penalty: 3418.946289
	Iteration 1F: 3 clusters Score -4730394 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4731089.000000 Penalty: 3418.946289
	Iteration 2Q: 3 clusters Score -4731089 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4732139.500000 Penalty: 3418.946289
	Iteration 3F: 3 clusters Score -4732140 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -4733599.000000 Penalty: 3418.946289
	Iteration 4F: 3 clusters Score -4733599 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4735393.500000 Penalty: 3418.946289
	Iteration 5F: 3 clusters Score -4735394 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4737541.500000 Penalty: 3418.946289
	Iteration 6F: 3 clusters Score -4737542 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4739630.500000 Penalty: 3418.946289
	Iteration 7F: 3 clusters Score -4739630 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4741051.500000 Penalty: 3418.946289
	Iteration 8F: 3 clusters Score -4741052 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -4741742.000000 Penalty: 3418.946289
	Iteration 9Q: 3 clusters Score -4741742 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -4742137.000000 Penalty: 3418.946289
	Iteration 10Q: 3 clusters Score -4742137 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4742396.000000 Penalty: 3418.946289
	Iteration 11Q: 3 clusters Score -4742396 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4742578.500000 Penalty: 3418.946289
	Iteration 12Q: 3 clusters Score -4742578 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4742740.000000 Penalty: 3418.946289
	Iteration 13Q: 3 clusters Score -4742740 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4742900.500000 Penalty: 3418.946289
	Iteration 14Q: 3 clusters Score -4742900 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -4743037.000000 Penalty: 3418.946289
	Iteration 15Q: 3 clusters Score -4743037 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4743188.500000 Penalty: 3418.946289
	Iteration 16Q: 3 clusters Score -4743188 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4743314.000000 Penalty: 3418.946289
	Iteration 17Q: 3 clusters Score -4743314 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4743418.500000 Penalty: 3418.946289
	Iteration 18Q: 3 clusters Score -4743418 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -4743518.000000 Penalty: 3418.946289
	Iteration 19Q: 3 clusters Score -4743518 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4743629.000000 Penalty: 3418.946289
	Iteration 20F: 3 clusters Score -4743629 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4743699.500000 Penalty: 3418.946289
	Iteration 21Q: 3 clusters Score -4743700 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4743763.500000 Penalty: 3418.946289
	Iteration 22Q: 3 clusters Score -4743764 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4743825.000000 Penalty: 3418.946289
	Iteration 23Q: 3 clusters Score -4743825 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4743873.500000 Penalty: 3418.946289
	Iteration 24Q: 3 clusters Score -4743874 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4743933.500000 Penalty: 3418.946289
	Iteration 25Q: 3 clusters Score -4743934 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4743975.000000 Penalty: 3418.946289
	Iteration 26Q: 3 clusters Score -4743975 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4744026.000000 Penalty: 3418.946289
	Iteration 27Q: 3 clusters Score -4744026 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4744085.500000 Penalty: 3418.946289
	Iteration 28Q: 3 clusters Score -4744086 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4744125.000000 Penalty: 3418.946289
	Iteration 29Q: 3 clusters Score -4744125 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4744178.000000 Penalty: 3418.946289
	Iteration 30Q: 3 clusters Score -4744178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4744207.000000 Penalty: 3418.946289
	Iteration 31Q: 3 clusters Score -4744207 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4744243.500000 Penalty: 3418.946289
	Iteration 32Q: 3 clusters Score -4744244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4744265.000000 Penalty: 3418.946289
	Iteration 33Q: 3 clusters Score -4744265 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4744298.000000 Penalty: 3418.946289
	Iteration 34Q: 3 clusters Score -4744298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4744322.000000 Penalty: 3418.946289
	Iteration 35Q: 3 clusters Score -4744322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4744338.500000 Penalty: 3418.946289
	Iteration 36Q: 3 clusters Score -4744338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4744350.000000 Penalty: 3418.946289
	Iteration 37Q: 3 clusters Score -4744350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4744363.500000 Penalty: 3418.946289
	Iteration 38Q: 3 clusters Score -4744364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4744367.500000 Penalty: 3418.946289
	Iteration 39Q: 3 clusters Score -4744368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4744361.000000 Penalty: 3418.946289
	Iteration 40F: 3 clusters Score -4744361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4744381.500000 Penalty: 3418.946289
	Iteration 41Q: 3 clusters Score -4744382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4744389.500000 Penalty: 3418.946289
	Iteration 42Q: 3 clusters Score -4744390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4744386.500000 Penalty: 3418.946289
	Iteration 43Q: 3 clusters Score -4744386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4744401.000000 Penalty: 3418.946289
	Iteration 44Q: 3 clusters Score -4744401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4744410.500000 Penalty: 3418.946289
	Iteration 45Q: 3 clusters Score -4744410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4744412.500000 Penalty: 3418.946289
	Iteration 46Q: 3 clusters Score -4744412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4744421.500000 Penalty: 3418.946289
	Iteration 47Q: 3 clusters Score -4744422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4744428.000000 Penalty: 3418.946289
	Iteration 48Q: 3 clusters Score -4744428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4744425.000000 Penalty: 3418.946289
	Iteration 49Q: 3 clusters Score -4744425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4744435.500000 Penalty: 3418.946289
	Iteration 50Q: 3 clusters Score -4744436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4744435.000000 Penalty: 3418.946289
	Iteration 51Q: 3 clusters Score -4744435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4744435.500000 Penalty: 3418.946289
	Iteration 52Q: 3 clusters Score -4744436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4744439.500000 Penalty: 3418.946289
	Iteration 53Q: 3 clusters Score -4744440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4744440.500000 Penalty: 3418.946289
	Iteration 54Q: 3 clusters Score -4744440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4744444.000000 Penalty: 3418.946289
	Iteration 55Q: 3 clusters Score -4744444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4744442.500000 Penalty: 3418.946289
	Iteration 56Q: 3 clusters Score -4744442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4744442.500000 Penalty: 3418.946289
	Iteration 57Q: 3 clusters Score -4744442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4744444.000000 Penalty: 3418.946289
	Iteration 58Q: 3 clusters Score -4744444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4744439.500000 Penalty: 3418.946289
	Iteration 59Q: 3 clusters Score -4744440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4744440.000000 Penalty: 3418.946289
	Iteration 60F: 3 clusters Score -4744440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4744445.000000 Penalty: 3418.946289
	Iteration 61Q: 3 clusters Score -4744445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4744436.000000 Penalty: 3418.946289
	Iteration 62Q: 3 clusters Score -4744436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4744433.500000 Penalty: 3418.946289
	Iteration 63Q: 3 clusters Score -4744434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4744436.500000 Penalty: 3418.946289
	Iteration 64Q: 3 clusters Score -4744436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4744439.000000 Penalty: 3418.946289
	Iteration 65Q: 3 clusters Score -4744439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4744434.500000 Penalty: 3418.946289
	Iteration 66Q: 3 clusters Score -4744434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4744435.500000 Penalty: 3418.946289
	Iteration 67Q: 3 clusters Score -4744436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4744432.500000 Penalty: 3418.946289
	Iteration 68Q: 3 clusters Score -4744432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4744436.500000 Penalty: 3418.946289
	Iteration 69Q: 3 clusters Score -4744436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4744438.000000 Penalty: 3418.946289
	Iteration 70Q: 3 clusters Score -4744438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4744434.500000 Penalty: 3418.946289
	Iteration 71Q: 3 clusters Score -4744434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4744434.500000 Penalty: 3418.946289
	Iteration 72F: 3 clusters Score -4744434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Entering Unmasked Estep 
Score: -1569194.500000 Penalty: 1530.584229
	Iteration 0F: 2 clusters Score -1569194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1560508.750000 Penalty: 3061.168457
	Iteration 0F: 3 clusters Score -1560509 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1563331.375000 Penalty: 3061.168457
	Iteration 1F: 3 clusters Score -1563331 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1563572.875000 Penalty: 3061.168457
	Iteration 2F: 3 clusters Score -1563573 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1563780.625000 Penalty: 3061.168457
	Iteration 3Q: 3 clusters Score -1563781 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1563970.125000 Penalty: 3061.168457
	Iteration 4Q: 3 clusters Score -1563970 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1564179.500000 Penalty: 3061.168457
	Iteration 5Q: 3 clusters Score -1564180 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1564386.000000 Penalty: 3061.168457
	Iteration 6Q: 3 clusters Score -1564386 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1564618.875000 Penalty: 3061.168457
	Iteration 7Q: 3 clusters Score -1564619 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1564861.500000 Penalty: 3061.168457
	Iteration 8Q: 3 clusters Score -1564862 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1565118.875000 Penalty: 3061.168457
	Iteration 9Q: 3 clusters Score -1565119 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1565401.125000 Penalty: 3061.168457
	Iteration 10Q: 3 clusters Score -1565401 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1565688.000000 Penalty: 3061.168457
	Iteration 11Q: 3 clusters Score -1565688 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1565956.500000 Penalty: 3061.168457
	Iteration 12Q: 3 clusters Score -1565956 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1566204.875000 Penalty: 3061.168457
	Iteration 13Q: 3 clusters Score -1566205 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1566374.000000 Penalty: 3061.168457
	Iteration 14Q: 3 clusters Score -1566374 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1566473.250000 Penalty: 3061.168457
	Iteration 15Q: 3 clusters Score -1566473 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1566528.000000 Penalty: 3061.168457
	Iteration 16Q: 3 clusters Score -1566528 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1566584.750000 Penalty: 3061.168457
	Iteration 17Q: 3 clusters Score -1566585 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1566641.625000 Penalty: 3061.168457
	Iteration 18Q: 3 clusters Score -1566642 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1566693.625000 Penalty: 3061.168457
	Iteration 19Q: 3 clusters Score -1566694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1566749.750000 Penalty: 3061.168457
	Iteration 20F: 3 clusters Score -1566750 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1566807.500000 Penalty: 3061.168457
	Iteration 21Q: 3 clusters Score -1566808 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1566861.500000 Penalty: 3061.168457
	Iteration 22Q: 3 clusters Score -1566862 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1566919.125000 Penalty: 3061.168457
	Iteration 23Q: 3 clusters Score -1566919 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1566975.000000 Penalty: 3061.168457
	Iteration 24Q: 3 clusters Score -1566975 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1567033.750000 Penalty: 3061.168457
	Iteration 25Q: 3 clusters Score -1567034 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1567098.375000 Penalty: 3061.168457
	Iteration 26Q: 3 clusters Score -1567098 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1567136.875000 Penalty: 3061.168457
	Iteration 27Q: 3 clusters Score -1567137 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1567176.750000 Penalty: 3061.168457
	Iteration 28Q: 3 clusters Score -1567177 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1567217.500000 Penalty: 3061.168457
	Iteration 29Q: 3 clusters Score -1567218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1567251.500000 Penalty: 3061.168457
	Iteration 30Q: 3 clusters Score -1567252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1567288.500000 Penalty: 3061.168457
	Iteration 31Q: 3 clusters Score -1567288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1567316.000000 Penalty: 3061.168457
	Iteration 32Q: 3 clusters Score -1567316 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1567359.250000 Penalty: 3061.168457
	Iteration 33Q: 3 clusters Score -1567359 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1567409.625000 Penalty: 3061.168457
	Iteration 34Q: 3 clusters Score -1567410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1567438.125000 Penalty: 3061.168457
	Iteration 35Q: 3 clusters Score -1567438 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1567463.875000 Penalty: 3061.168457
	Iteration 36Q: 3 clusters Score -1567464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1567484.125000 Penalty: 3061.168457
	Iteration 37Q: 3 clusters Score -1567484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1567511.125000 Penalty: 3061.168457
	Iteration 38Q: 3 clusters Score -1567511 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1567536.625000 Penalty: 3061.168457
	Iteration 39Q: 3 clusters Score -1567537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1567560.875000 Penalty: 3061.168457
	Iteration 40F: 3 clusters Score -1567561 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1567584.500000 Penalty: 3061.168457
	Iteration 41Q: 3 clusters Score -1567584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1567610.000000 Penalty: 3061.168457
	Iteration 42Q: 3 clusters Score -1567610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1567628.375000 Penalty: 3061.168457
	Iteration 43Q: 3 clusters Score -1567628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1567650.125000 Penalty: 3061.168457
	Iteration 44Q: 3 clusters Score -1567650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1567672.250000 Penalty: 3061.168457
	Iteration 45Q: 3 clusters Score -1567672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1567683.875000 Penalty: 3061.168457
	Iteration 46Q: 3 clusters Score -1567684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1567701.125000 Penalty: 3061.168457
	Iteration 47Q: 3 clusters Score -1567701 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1567714.500000 Penalty: 3061.168457
	Iteration 48Q: 3 clusters Score -1567714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1567727.250000 Penalty: 3061.168457
	Iteration 49Q: 3 clusters Score -1567727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1567733.375000 Penalty: 3061.168457
	Iteration 50Q: 3 clusters Score -1567733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1567741.750000 Penalty: 3061.168457
	Iteration 51Q: 3 clusters Score -1567742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1567754.875000 Penalty: 3061.168457
	Iteration 52Q: 3 clusters Score -1567755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1567763.125000 Penalty: 3061.168457
	Iteration 53Q: 3 clusters Score -1567763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1567770.125000 Penalty: 3061.168457
	Iteration 54Q: 3 clusters Score -1567770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1567771.500000 Penalty: 3061.168457
	Iteration 55Q: 3 clusters Score -1567772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1567776.125000 Penalty: 3061.168457
	Iteration 56Q: 3 clusters Score -1567776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1567778.375000 Penalty: 3061.168457
	Iteration 57Q: 3 clusters Score -1567778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1567780.625000 Penalty: 3061.168457
	Iteration 58Q: 3 clusters Score -1567781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1567782.625000 Penalty: 3061.168457
	Iteration 59Q: 3 clusters Score -1567783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1567785.375000 Penalty: 3061.168457
	Iteration 60F: 3 clusters Score -1567785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1567788.375000 Penalty: 3061.168457
	Iteration 61Q: 3 clusters Score -1567788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1567786.250000 Penalty: 3061.168457
	Iteration 62Q: 3 clusters Score -1567786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1567787.125000 Penalty: 3061.168457
	Iteration 63Q: 3 clusters Score -1567787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1567791.500000 Penalty: 3061.168457
	Iteration 64Q: 3 clusters Score -1567792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1567794.250000 Penalty: 3061.168457
	Iteration 65Q: 3 clusters Score -1567794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1567795.875000 Penalty: 3061.168457
	Iteration 66Q: 3 clusters Score -1567796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1567796.250000 Penalty: 3061.168457
	Iteration 67Q: 3 clusters Score -1567796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1567800.625000 Penalty: 3061.168457
	Iteration 68Q: 3 clusters Score -1567801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1567801.500000 Penalty: 3061.168457
	Iteration 69Q: 3 clusters Score -1567802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1567803.375000 Penalty: 3061.168457
	Iteration 70Q: 3 clusters Score -1567803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1567801.625000 Penalty: 3061.168457
	Iteration 71Q: 3 clusters Score -1567802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1567806.250000 Penalty: 3061.168457
	Iteration 72Q: 3 clusters Score -1567806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1567805.500000 Penalty: 3061.168457
	Iteration 73Q: 3 clusters Score -1567806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1567810.625000 Penalty: 3061.168457
	Iteration 74Q: 3 clusters Score -1567811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1567814.625000 Penalty: 3061.168457
	Iteration 75Q: 3 clusters Score -1567815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1567817.500000 Penalty: 3061.168457
	Iteration 76Q: 3 clusters Score -1567818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1567814.875000 Penalty: 3061.168457
	Iteration 77Q: 3 clusters Score -1567815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1567821.250000 Penalty: 3061.168457
	Iteration 78Q: 3 clusters Score -1567821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1567825.875000 Penalty: 3061.168457
	Iteration 79Q: 3 clusters Score -1567826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1567824.875000 Penalty: 3061.168457
	Iteration 80F: 3 clusters Score -1567825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1567829.625000 Penalty: 3061.168457
	Iteration 81Q: 3 clusters Score -1567830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1567834.000000 Penalty: 3061.168457
	Iteration 82Q: 3 clusters Score -1567834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1567839.750000 Penalty: 3061.168457
	Iteration 83Q: 3 clusters Score -1567840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1567846.500000 Penalty: 3061.168457
	Iteration 84Q: 3 clusters Score -1567846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1567848.875000 Penalty: 3061.168457
	Iteration 85Q: 3 clusters Score -1567849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1567854.875000 Penalty: 3061.168457
	Iteration 86Q: 3 clusters Score -1567855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1567851.375000 Penalty: 3061.168457
	Iteration 87Q: 3 clusters Score -1567851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1567853.250000 Penalty: 3061.168457
	Iteration 88Q: 3 clusters Score -1567853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1567853.000000 Penalty: 3061.168457
	Iteration 89Q: 3 clusters Score -1567853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1567857.500000 Penalty: 3061.168457
	Iteration 90Q: 3 clusters Score -1567858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1567856.000000 Penalty: 3061.168457
	Iteration 91Q: 3 clusters Score -1567856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1567855.500000 Penalty: 3061.168457
	Iteration 92Q: 3 clusters Score -1567856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1567855.500000 Penalty: 3061.168457
	Iteration 93F: 3 clusters Score -1567856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Entering Unmasked Estep 
Score: -5878536.000000 Penalty: 1743.785889
	Iteration 0F: 2 clusters Score -5878536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -5847932.500000 Penalty: 3487.571777
	Iteration 0F: 3 clusters Score -5847932 nChanged 21344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -5859928.000000 Penalty: 3487.571777
	Iteration 1F: 3 clusters Score -5859928 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -5860450.000000 Penalty: 3487.571777
	Iteration 2Q: 3 clusters Score -5860450 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -5861197.000000 Penalty: 3487.571777
	Iteration 3Q: 3 clusters Score -5861197 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5862290.500000 Penalty: 3487.571777
	Iteration 4F: 3 clusters Score -5862290 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -5864047.500000 Penalty: 3487.571777
	Iteration 5F: 3 clusters Score -5864048 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5866655.500000 Penalty: 3487.571777
	Iteration 6F: 3 clusters Score -5866656 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -5869985.000000 Penalty: 3487.571777
	Iteration 7F: 3 clusters Score -5869985 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5873016.500000 Penalty: 3487.571777
	Iteration 8F: 3 clusters Score -5873016 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -5875118.000000 Penalty: 3487.571777
	Iteration 9Q: 3 clusters Score -5875118 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -5876187.500000 Penalty: 3487.571777
	Iteration 10Q: 3 clusters Score -5876188 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5876653.500000 Penalty: 3487.571777
	Iteration 11Q: 3 clusters Score -5876654 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -5876825.000000 Penalty: 3487.571777
	Iteration 12Q: 3 clusters Score -5876825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -5876900.500000 Penalty: 3487.571777
	Iteration 13Q: 3 clusters Score -5876900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -5876947.000000 Penalty: 3487.571777
	Iteration 14Q: 3 clusters Score -5876947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -5876971.000000 Penalty: 3487.571777
	Iteration 15Q: 3 clusters Score -5876971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -5876977.000000 Penalty: 3487.571777
	Iteration 16Q: 3 clusters Score -5876977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -5876980.000000 Penalty: 3487.571777
	Iteration 17Q: 3 clusters Score -5876980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -5876987.500000 Penalty: 3487.571777
	Iteration 18Q: 3 clusters Score -5876988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5876996.000000 Penalty: 3487.571777
	Iteration 19Q: 3 clusters Score -5876996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -5876996.000000 Penalty: 3487.571777
	Iteration 20F: 3 clusters Score -5876996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -5877006.000000 Penalty: 3487.571777
	Iteration 21Q: 3 clusters Score -5877006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -5877012.500000 Penalty: 3487.571777
	Iteration 22Q: 3 clusters Score -5877012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -5877007.500000 Penalty: 3487.571777
	Iteration 23Q: 3 clusters Score -5877008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -5877016.500000 Penalty: 3487.571777
	Iteration 24Q: 3 clusters Score -5877016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -5877019.000000 Penalty: 3487.571777
	Iteration 25Q: 3 clusters Score -5877019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5877022.500000 Penalty: 3487.571777
	Iteration 26Q: 3 clusters Score -5877022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -5877022.500000 Penalty: 3487.571777
	Iteration 27Q: 3 clusters Score -5877022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5877023.500000 Penalty: 3487.571777
	Iteration 28Q: 3 clusters Score -5877024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5877024.000000 Penalty: 3487.571777
	Iteration 29Q: 3 clusters Score -5877024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -5877034.000000 Penalty: 3487.571777
	Iteration 30Q: 3 clusters Score -5877034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5877030.000000 Penalty: 3487.571777
	Iteration 31Q: 3 clusters Score -5877030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -5877033.500000 Penalty: 3487.571777
	Iteration 32Q: 3 clusters Score -5877034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -5877038.000000 Penalty: 3487.571777
	Iteration 33Q: 3 clusters Score -5877038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5877040.500000 Penalty: 3487.571777
	Iteration 34Q: 3 clusters Score -5877040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5877040.000000 Penalty: 3487.571777
	Iteration 35Q: 3 clusters Score -5877040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5877040.000000 Penalty: 3487.571777
	Iteration 36F: 3 clusters Score -5877040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (106957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106957 members 
Entering Unmasked Estep 
Score: -13850580.000000 Penalty: 1881.779541
	Iteration 0F: 2 clusters Score -1.385058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -13786466.000000 Penalty: 3763.559082
	Iteration 0F: 3 clusters Score -1.378647e+07 nChanged 50963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -13816621.000000 Penalty: 3763.559082
	Iteration 1F: 3 clusters Score -1.381662e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -13818438.000000 Penalty: 3763.559082
	Iteration 2Q: 3 clusters Score -1.381844e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -13821337.000000 Penalty: 3763.559082
	Iteration 3F: 3 clusters Score -1.382134e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -13825911.000000 Penalty: 3763.559082
	Iteration 4F: 3 clusters Score -1.382591e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -13831312.000000 Penalty: 3763.559082
	Iteration 5F: 3 clusters Score -1.383131e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -13836555.000000 Penalty: 3763.559082
	Iteration 6F: 3 clusters Score -1.383656e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -13840283.000000 Penalty: 3763.559082
	Iteration 7Q: 3 clusters Score -1.384028e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -13842703.000000 Penalty: 3763.559082
	Iteration 8Q: 3 clusters Score -1.38427e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -13844685.000000 Penalty: 3763.559082
	Iteration 9Q: 3 clusters Score -1.384468e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 101927 members 
Entering Unmasked Estep 
Score: -13846066.000000 Penalty: 3763.559082
	Iteration 10Q: 3 clusters Score -1.384607e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
Score: -13847104.000000 Penalty: 3763.559082
	Iteration 11Q: 3 clusters Score -1.38471e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -13847732.000000 Penalty: 3763.559082
	Iteration 12Q: 3 clusters Score -1.384773e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -13848172.000000 Penalty: 3763.559082
	Iteration 13Q: 3 clusters Score -1.384817e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -13848545.000000 Penalty: 3763.559082
	Iteration 14Q: 3 clusters Score -1.384854e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -13848744.000000 Penalty: 3763.559082
	Iteration 15Q: 3 clusters Score -1.384874e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -13848885.000000 Penalty: 3763.559082
	Iteration 16Q: 3 clusters Score -1.384888e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 105813 members 
Entering Unmasked Estep 
Score: -13848969.000000 Penalty: 3763.559082
	Iteration 17Q: 3 clusters Score -1.384897e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -13849059.000000 Penalty: 3763.559082
	Iteration 18Q: 3 clusters Score -1.384906e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -13849126.000000 Penalty: 3763.559082
	Iteration 19Q: 3 clusters Score -1.384913e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 106012 members 
Entering Unmasked Estep 
Score: -13849147.000000 Penalty: 3763.559082
	Iteration 20F: 3 clusters Score -1.384915e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -13849144.000000 Penalty: 3763.559082
	Iteration 21Q: 3 clusters Score -1.384914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -13849141.000000 Penalty: 3763.559082
	Iteration 22Q: 3 clusters Score -1.384914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -13849152.000000 Penalty: 3763.559082
	Iteration 23Q: 3 clusters Score -1.384915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -13849155.000000 Penalty: 3763.559082
	Iteration 24Q: 3 clusters Score -1.384916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 106092 members 
Entering Unmasked Estep 
Score: -13849174.000000 Penalty: 3763.559082
	Iteration 25Q: 3 clusters Score -1.384917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -13849195.000000 Penalty: 3763.559082
	Iteration 26Q: 3 clusters Score -1.38492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -13849186.000000 Penalty: 3763.559082
	Iteration 27Q: 3 clusters Score -1.384919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -13849192.000000 Penalty: 3763.559082
	Iteration 28Q: 3 clusters Score -1.384919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -13849197.000000 Penalty: 3763.559082
	Iteration 29Q: 3 clusters Score -1.38492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -13849203.000000 Penalty: 3763.559082
	Iteration 30Q: 3 clusters Score -1.38492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -13849196.000000 Penalty: 3763.559082
	Iteration 31Q: 3 clusters Score -1.38492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 106152 members 
Entering Unmasked Estep 
Score: -13849203.000000 Penalty: 3763.559082
	Iteration 32Q: 3 clusters Score -1.38492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -13849202.000000 Penalty: 3763.559082
	Iteration 33Q: 3 clusters Score -1.38492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 106156 members 
Entering Unmasked Estep 
Score: -13849211.000000 Penalty: 3763.559082
	Iteration 34Q: 3 clusters Score -1.384921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -13849214.000000 Penalty: 3763.559082
	Iteration 35Q: 3 clusters Score -1.384921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -13849209.000000 Penalty: 3763.559082
	Iteration 36Q: 3 clusters Score -1.384921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 106171 members 
Entering Unmasked Estep 
Score: -13849215.000000 Penalty: 3763.559082
	Iteration 37Q: 3 clusters Score -1.384922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -13849219.000000 Penalty: 3763.559082
	Iteration 38Q: 3 clusters Score -1.384922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -13849222.000000 Penalty: 3763.559082
	Iteration 39Q: 3 clusters Score -1.384922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 106175 members 
Entering Unmasked Estep 
Score: -13849222.000000 Penalty: 3763.559082
	Iteration 40F: 3 clusters Score -1.384922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Entering Unmasked Estep 
Score: -3505669.000000 Penalty: 1661.036011
	Iteration 0F: 2 clusters Score -3505669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3487266.500000 Penalty: 3322.072021
	Iteration 0F: 3 clusters Score -3487266 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3494105.500000 Penalty: 3322.072021
	Iteration 1F: 3 clusters Score -3494106 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3494535.750000 Penalty: 3322.072021
	Iteration 2Q: 3 clusters Score -3494536 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3495036.250000 Penalty: 3322.072021
	Iteration 3Q: 3 clusters Score -3495036 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3495567.250000 Penalty: 3322.072021
	Iteration 4Q: 3 clusters Score -3495567 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3496245.250000 Penalty: 3322.072021
	Iteration 5Q: 3 clusters Score -3496245 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3497121.750000 Penalty: 3322.072021
	Iteration 6F: 3 clusters Score -3497122 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3498190.250000 Penalty: 3322.072021
	Iteration 7F: 3 clusters Score -3498190 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3499292.250000 Penalty: 3322.072021
	Iteration 8F: 3 clusters Score -3499292 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3500197.500000 Penalty: 3322.072021
	Iteration 9F: 3 clusters Score -3500198 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3500731.250000 Penalty: 3322.072021
	Iteration 10Q: 3 clusters Score -3500731 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3500983.000000 Penalty: 3322.072021
	Iteration 11Q: 3 clusters Score -3500983 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3501111.750000 Penalty: 3322.072021
	Iteration 12Q: 3 clusters Score -3501112 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3501221.500000 Penalty: 3322.072021
	Iteration 13Q: 3 clusters Score -3501222 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3501298.500000 Penalty: 3322.072021
	Iteration 14Q: 3 clusters Score -3501298 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3501342.000000 Penalty: 3322.072021
	Iteration 15Q: 3 clusters Score -3501342 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3501424.500000 Penalty: 3322.072021
	Iteration 16Q: 3 clusters Score -3501424 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3501483.250000 Penalty: 3322.072021
	Iteration 17Q: 3 clusters Score -3501483 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3501550.250000 Penalty: 3322.072021
	Iteration 18Q: 3 clusters Score -3501550 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3501635.000000 Penalty: 3322.072021
	Iteration 19Q: 3 clusters Score -3501635 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3501729.000000 Penalty: 3322.072021
	Iteration 20F: 3 clusters Score -3501729 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3501839.500000 Penalty: 3322.072021
	Iteration 21Q: 3 clusters Score -3501840 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3501934.000000 Penalty: 3322.072021
	Iteration 22Q: 3 clusters Score -3501934 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3502063.750000 Penalty: 3322.072021
	Iteration 23Q: 3 clusters Score -3502064 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3502188.250000 Penalty: 3322.072021
	Iteration 24Q: 3 clusters Score -3502188 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3502324.250000 Penalty: 3322.072021
	Iteration 25Q: 3 clusters Score -3502324 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3502455.500000 Penalty: 3322.072021
	Iteration 26Q: 3 clusters Score -3502456 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3502581.500000 Penalty: 3322.072021
	Iteration 27Q: 3 clusters Score -3502582 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3502700.000000 Penalty: 3322.072021
	Iteration 28Q: 3 clusters Score -3502700 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3502824.750000 Penalty: 3322.072021
	Iteration 29Q: 3 clusters Score -3502825 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3502969.750000 Penalty: 3322.072021
	Iteration 30Q: 3 clusters Score -3502970 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3503101.500000 Penalty: 3322.072021
	Iteration 31Q: 3 clusters Score -3503102 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3503206.750000 Penalty: 3322.072021
	Iteration 32Q: 3 clusters Score -3503207 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3503320.750000 Penalty: 3322.072021
	Iteration 33Q: 3 clusters Score -3503321 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3503423.250000 Penalty: 3322.072021
	Iteration 34Q: 3 clusters Score -3503423 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3503500.750000 Penalty: 3322.072021
	Iteration 35Q: 3 clusters Score -3503501 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3503570.000000 Penalty: 3322.072021
	Iteration 36Q: 3 clusters Score -3503570 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3503631.500000 Penalty: 3322.072021
	Iteration 37Q: 3 clusters Score -3503632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3503676.250000 Penalty: 3322.072021
	Iteration 38Q: 3 clusters Score -3503676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3503718.250000 Penalty: 3322.072021
	Iteration 39Q: 3 clusters Score -3503718 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3503781.000000 Penalty: 3322.072021
	Iteration 40F: 3 clusters Score -3503781 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3503837.500000 Penalty: 3322.072021
	Iteration 41Q: 3 clusters Score -3503838 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3503900.500000 Penalty: 3322.072021
	Iteration 42Q: 3 clusters Score -3503900 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3503950.000000 Penalty: 3322.072021
	Iteration 43Q: 3 clusters Score -3503950 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3504003.000000 Penalty: 3322.072021
	Iteration 44Q: 3 clusters Score -3504003 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3504034.750000 Penalty: 3322.072021
	Iteration 45Q: 3 clusters Score -3504035 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3504080.000000 Penalty: 3322.072021
	Iteration 46Q: 3 clusters Score -3504080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3504126.750000 Penalty: 3322.072021
	Iteration 47Q: 3 clusters Score -3504127 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3504163.750000 Penalty: 3322.072021
	Iteration 48Q: 3 clusters Score -3504164 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3504188.750000 Penalty: 3322.072021
	Iteration 49Q: 3 clusters Score -3504189 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3504227.000000 Penalty: 3322.072021
	Iteration 50Q: 3 clusters Score -3504227 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3504252.750000 Penalty: 3322.072021
	Iteration 51Q: 3 clusters Score -3504253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3504275.500000 Penalty: 3322.072021
	Iteration 52Q: 3 clusters Score -3504276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3504297.750000 Penalty: 3322.072021
	Iteration 53Q: 3 clusters Score -3504298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3504313.000000 Penalty: 3322.072021
	Iteration 54Q: 3 clusters Score -3504313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3504332.750000 Penalty: 3322.072021
	Iteration 55Q: 3 clusters Score -3504333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3504342.750000 Penalty: 3322.072021
	Iteration 56Q: 3 clusters Score -3504343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3504364.250000 Penalty: 3322.072021
	Iteration 57Q: 3 clusters Score -3504364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3504368.250000 Penalty: 3322.072021
	Iteration 58Q: 3 clusters Score -3504368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3504378.000000 Penalty: 3322.072021
	Iteration 59Q: 3 clusters Score -3504378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3504377.000000 Penalty: 3322.072021
	Iteration 60F: 3 clusters Score -3504377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3504379.500000 Penalty: 3322.072021
	Iteration 61Q: 3 clusters Score -3504380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3504386.500000 Penalty: 3322.072021
	Iteration 62Q: 3 clusters Score -3504386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3504385.000000 Penalty: 3322.072021
	Iteration 63Q: 3 clusters Score -3504385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3504392.250000 Penalty: 3322.072021
	Iteration 64Q: 3 clusters Score -3504392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3504395.500000 Penalty: 3322.072021
	Iteration 65Q: 3 clusters Score -3504396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3504397.250000 Penalty: 3322.072021
	Iteration 66Q: 3 clusters Score -3504397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3504406.500000 Penalty: 3322.072021
	Iteration 67Q: 3 clusters Score -3504406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3504405.000000 Penalty: 3322.072021
	Iteration 68Q: 3 clusters Score -3504405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3504408.000000 Penalty: 3322.072021
	Iteration 69Q: 3 clusters Score -3504408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3504410.000000 Penalty: 3322.072021
	Iteration 70Q: 3 clusters Score -3504410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3504406.750000 Penalty: 3322.072021
	Iteration 71Q: 3 clusters Score -3504407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3504410.000000 Penalty: 3322.072021
	Iteration 72Q: 3 clusters Score -3504410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3504406.000000 Penalty: 3322.072021
	Iteration 73Q: 3 clusters Score -3504406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3504408.250000 Penalty: 3322.072021
	Iteration 74Q: 3 clusters Score -3504408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3504405.000000 Penalty: 3322.072021
	Iteration 75Q: 3 clusters Score -3504405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3504405.000000 Penalty: 3322.072021
	Iteration 76F: 3 clusters Score -3504405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115492 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50353 members 
Mstep: Class 7 contains 43639 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17487 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117102 members 
Mstep: Class 18 contains 37043 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 45752 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808312.000000 Penalty: 36656.769531
Iteration 319Q: 18 clusters Score -7.280831e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115501 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50354 members 
Mstep: Class 7 contains 43637 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17486 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117092 members 
Mstep: Class 18 contains 37035 members 
Mstep: Class 20 contains 12324 members 
Mstep: Class 21 contains 45754 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808264.000000 Penalty: 36656.769531
Iteration 320F: 18 clusters Score -7.280826e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115507 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50356 members 
Mstep: Class 7 contains 43637 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117088 members 
Mstep: Class 18 contains 37021 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 45756 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808288.000000 Penalty: 36656.769531
Iteration 321Q: 18 clusters Score -7.280829e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115514 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50358 members 
Mstep: Class 7 contains 43640 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17486 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117077 members 
Mstep: Class 18 contains 37014 members 
Mstep: Class 20 contains 12329 members 
Mstep: Class 21 contains 45758 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808360.000000 Penalty: 36656.769531
Iteration 322Q: 18 clusters Score -7.280836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115521 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50359 members 
Mstep: Class 7 contains 43644 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17486 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117068 members 
Mstep: Class 18 contains 37009 members 
Mstep: Class 20 contains 12325 members 
Mstep: Class 21 contains 45761 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808312.000000 Penalty: 36656.769531
Iteration 323Q: 18 clusters Score -7.280831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115526 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50360 members 
Mstep: Class 7 contains 43646 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17482 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117072 members 
Mstep: Class 18 contains 36997 members 
Mstep: Class 20 contains 12327 members 
Mstep: Class 21 contains 45762 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808320.000000 Penalty: 36656.769531
Iteration 324Q: 18 clusters Score -7.280832e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115536 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50363 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17480 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117071 members 
Mstep: Class 18 contains 36985 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 45764 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808336.000000 Penalty: 36656.769531
Iteration 325Q: 18 clusters Score -7.280834e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115550 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50363 members 
Mstep: Class 7 contains 43648 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17477 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117071 members 
Mstep: Class 18 contains 36970 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 45764 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808280.000000 Penalty: 36656.769531
Iteration 326Q: 18 clusters Score -7.280828e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115564 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50362 members 
Mstep: Class 7 contains 43648 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17473 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117076 members 
Mstep: Class 18 contains 36950 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 45769 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808288.000000 Penalty: 36656.769531
Iteration 327Q: 18 clusters Score -7.280829e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115570 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117081 members 
Mstep: Class 18 contains 36943 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 45768 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808304.000000 Penalty: 36656.769531
Iteration 328Q: 18 clusters Score -7.28083e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115573 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50365 members 
Mstep: Class 7 contains 43646 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117089 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 45768 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808304.000000 Penalty: 36656.769531
Iteration 329Q: 18 clusters Score -7.28083e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115578 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117090 members 
Mstep: Class 18 contains 36937 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45769 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808344.000000 Penalty: 36656.769531
Iteration 330Q: 18 clusters Score -7.280834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115580 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50366 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117087 members 
Mstep: Class 18 contains 36936 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 45771 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808352.000000 Penalty: 36656.769531
Iteration 331Q: 18 clusters Score -7.280835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115581 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50368 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117086 members 
Mstep: Class 18 contains 36934 members 
Mstep: Class 20 contains 12313 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808312.000000 Penalty: 36656.769531
Iteration 332Q: 18 clusters Score -7.280831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115582 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50369 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117086 members 
Mstep: Class 18 contains 36931 members 
Mstep: Class 20 contains 12313 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808328.000000 Penalty: 36656.769531
Iteration 333Q: 18 clusters Score -7.280833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115584 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50371 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117089 members 
Mstep: Class 18 contains 36925 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 45771 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808344.000000 Penalty: 36656.769531
Iteration 334Q: 18 clusters Score -7.280834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115589 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50368 members 
Mstep: Class 7 contains 43646 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117094 members 
Mstep: Class 18 contains 36919 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 45771 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808336.000000 Penalty: 36656.769531
Iteration 335Q: 18 clusters Score -7.280834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115592 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50367 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117097 members 
Mstep: Class 18 contains 36915 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 45771 members 
Mstep: Class 23 contains 106956 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808320.000000 Penalty: 36656.769531
Iteration 336Q: 18 clusters Score -7.280832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115595 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50365 members 
Mstep: Class 7 contains 43646 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117098 members 
Mstep: Class 18 contains 36913 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 23 contains 106955 members 
Mstep: Class 24 contains 27518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808320.000000 Penalty: 36656.769531
Iteration 337Q: 18 clusters Score -7.280832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115597 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50365 members 
Mstep: Class 7 contains 43646 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117099 members 
Mstep: Class 18 contains 36913 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 45771 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808296.000000 Penalty: 36656.769531
Iteration 338Q: 18 clusters Score -7.28083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115599 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 7 contains 43644 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17461 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117101 members 
Mstep: Class 18 contains 36913 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45771 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808312.000000 Penalty: 36656.769531
Iteration 339Q: 18 clusters Score -7.280831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115600 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 7 contains 43640 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17461 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117105 members 
Mstep: Class 18 contains 36913 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45771 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808288.000000 Penalty: 36656.769531
Iteration 340F: 18 clusters Score -7.280829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115601 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50365 members 
Mstep: Class 7 contains 43636 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117109 members 
Mstep: Class 18 contains 36913 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45770 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808288.000000 Penalty: 36656.769531
Iteration 341Q: 18 clusters Score -7.280829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115602 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50365 members 
Mstep: Class 7 contains 43635 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117108 members 
Mstep: Class 18 contains 36914 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45770 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808264.000000 Penalty: 36656.769531
Iteration 342Q: 18 clusters Score -7.280826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115602 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50366 members 
Mstep: Class 7 contains 43634 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117109 members 
Mstep: Class 18 contains 36913 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45770 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808232.000000 Penalty: 36656.769531
Iteration 343Q: 18 clusters Score -7.280823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115601 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50369 members 
Mstep: Class 7 contains 43635 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117108 members 
Mstep: Class 18 contains 36913 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45768 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808232.000000 Penalty: 36656.769531
Iteration 344Q: 18 clusters Score -7.280823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115601 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50372 members 
Mstep: Class 7 contains 43633 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117111 members 
Mstep: Class 18 contains 36911 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45767 members 
Mstep: Class 23 contains 106952 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808232.000000 Penalty: 36656.769531
Iteration 345Q: 18 clusters Score -7.280823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115602 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50374 members 
Mstep: Class 7 contains 43631 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117111 members 
Mstep: Class 18 contains 36910 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45767 members 
Mstep: Class 23 contains 106952 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 346Q: 18 clusters Score -7.280821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115602 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43629 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117112 members 
Mstep: Class 18 contains 36910 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45767 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808240.000000 Penalty: 36656.769531
Iteration 347Q: 18 clusters Score -7.280824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115602 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50374 members 
Mstep: Class 7 contains 43630 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117112 members 
Mstep: Class 18 contains 36911 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45767 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808232.000000 Penalty: 36656.769531
Iteration 348Q: 18 clusters Score -7.280823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115602 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50374 members 
Mstep: Class 7 contains 43631 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117111 members 
Mstep: Class 18 contains 36911 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45767 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 349Q: 18 clusters Score -7.280825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115604 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50374 members 
Mstep: Class 7 contains 43631 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117109 members 
Mstep: Class 18 contains 36911 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45767 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808264.000000 Penalty: 36656.769531
Iteration 350Q: 18 clusters Score -7.280826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115605 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50374 members 
Mstep: Class 7 contains 43631 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117109 members 
Mstep: Class 18 contains 36910 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45767 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 351Q: 18 clusters Score -7.280825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115605 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50374 members 
Mstep: Class 7 contains 43631 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117112 members 
Mstep: Class 18 contains 36907 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45767 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808240.000000 Penalty: 36656.769531
Iteration 352Q: 18 clusters Score -7.280824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115604 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50375 members 
Mstep: Class 7 contains 43631 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117112 members 
Mstep: Class 18 contains 36907 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45767 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808256.000000 Penalty: 36656.769531
Iteration 353Q: 18 clusters Score -7.280826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115608 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43629 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117113 members 
Mstep: Class 18 contains 36901 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45768 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808280.000000 Penalty: 36656.769531
Iteration 354Q: 18 clusters Score -7.280828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115611 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43628 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117118 members 
Mstep: Class 18 contains 36892 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45770 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808240.000000 Penalty: 36656.769531
Iteration 355Q: 18 clusters Score -7.280824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115612 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43629 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117119 members 
Mstep: Class 18 contains 36887 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808240.000000 Penalty: 36656.769531
Iteration 356Q: 18 clusters Score -7.280824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115614 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43628 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117118 members 
Mstep: Class 18 contains 36887 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808256.000000 Penalty: 36656.769531
Iteration 357Q: 18 clusters Score -7.280826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115617 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43626 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117117 members 
Mstep: Class 18 contains 36886 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 23 contains 106952 members 
Mstep: Class 24 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808240.000000 Penalty: 36656.769531
Iteration 358Q: 18 clusters Score -7.280824e+07 nChanged 11
Entering ConstructFrom: 
Score: -72808240.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -10636.341797 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -10636.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9903.720703 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -9903.721 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10234.011719 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -10234.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10413.592773 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -10413.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10500.112305 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -10500.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10531.958984 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -10531.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10532.576172 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -10532.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10532.576172 Penalty: 1863.335938
	Iteration 6F: 3 clusters Score -10532.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115618 members 
Entering Unmasked Estep 
Score: -14766105.000000 Penalty: 1894.432617
	Iteration 0F: 2 clusters Score -1.47661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -14696140.000000 Penalty: 3788.865234
	Iteration 0F: 3 clusters Score -1.469614e+07 nChanged 55223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -14728837.000000 Penalty: 3788.865234
	Iteration 1F: 3 clusters Score -1.472884e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -14730506.000000 Penalty: 3788.865234
	Iteration 2Q: 3 clusters Score -1.473051e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -14733509.000000 Penalty: 3788.865234
	Iteration 3F: 3 clusters Score -1.473351e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -14738896.000000 Penalty: 3788.865234
	Iteration 4F: 3 clusters Score -1.47389e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -14747410.000000 Penalty: 3788.865234
	Iteration 5F: 3 clusters Score -1.474741e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -14756811.000000 Penalty: 3788.865234
	Iteration 6F: 3 clusters Score -1.475681e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -14762665.000000 Penalty: 3788.865234
	Iteration 7F: 3 clusters Score -1.476266e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -14764351.000000 Penalty: 3788.865234
	Iteration 8Q: 3 clusters Score -1.476435e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 114944 members 
Entering Unmasked Estep 
Score: -14764480.000000 Penalty: 3788.865234
	Iteration 9Q: 3 clusters Score -1.476448e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -14764557.000000 Penalty: 3788.865234
	Iteration 10Q: 3 clusters Score -1.476456e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -14764639.000000 Penalty: 3788.865234
	Iteration 11Q: 3 clusters Score -1.476464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -14764661.000000 Penalty: 3788.865234
	Iteration 12Q: 3 clusters Score -1.476466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 115386 members 
Entering Unmasked Estep 
Score: -14764681.000000 Penalty: 3788.865234
	Iteration 13Q: 3 clusters Score -1.476468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 115396 members 
Entering Unmasked Estep 
Score: -14764682.000000 Penalty: 3788.865234
	Iteration 14Q: 3 clusters Score -1.476468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 115401 members 
Entering Unmasked Estep 
Score: -14764690.000000 Penalty: 3788.865234
	Iteration 15Q: 3 clusters Score -1.476469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -14764708.000000 Penalty: 3788.865234
	Iteration 16Q: 3 clusters Score -1.476471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 115407 members 
Entering Unmasked Estep 
Score: -14764710.000000 Penalty: 3788.865234
	Iteration 17Q: 3 clusters Score -1.476471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 115406 members 
Entering Unmasked Estep 
Score: -14764706.000000 Penalty: 3788.865234
	Iteration 18Q: 3 clusters Score -1.476471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 115407 members 
Entering Unmasked Estep 
Score: -14764699.000000 Penalty: 3788.865234
	Iteration 19Q: 3 clusters Score -1.47647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -14764707.000000 Penalty: 3788.865234
	Iteration 20F: 3 clusters Score -1.476471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -14764708.000000 Penalty: 3788.865234
	Iteration 21Q: 3 clusters Score -1.476471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -14764710.000000 Penalty: 3788.865234
	Iteration 22Q: 3 clusters Score -1.476471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -14764710.000000 Penalty: 3788.865234
	Iteration 23F: 3 clusters Score -1.476471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -67285.812500 Penalty: 1051.253174
	Iteration 0F: 2 clusters Score -67285.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66097.406250 Penalty: 2102.506348
	Iteration 0F: 3 clusters Score -66097.41 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66314.359375 Penalty: 2102.506348
	Iteration 1F: 3 clusters Score -66314.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66385.757812 Penalty: 2102.506348
	Iteration 2F: 3 clusters Score -66385.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66414.109375 Penalty: 2102.506348
	Iteration 3Q: 3 clusters Score -66414.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66428.679688 Penalty: 2102.506348
	Iteration 4Q: 3 clusters Score -66428.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66440.132812 Penalty: 2102.506348
	Iteration 5Q: 3 clusters Score -66440.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66449.007812 Penalty: 2102.506348
	Iteration 6Q: 3 clusters Score -66449.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66461.289062 Penalty: 2102.506348
	Iteration 7Q: 3 clusters Score -66461.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66470.906250 Penalty: 2102.506348
	Iteration 8Q: 3 clusters Score -66470.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66474.835938 Penalty: 2102.506348
	Iteration 9Q: 3 clusters Score -66474.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66479.687500 Penalty: 2102.506348
	Iteration 10Q: 3 clusters Score -66479.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66480.476562 Penalty: 2102.506348
	Iteration 11Q: 3 clusters Score -66480.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66480.476562 Penalty: 2102.506348
	Iteration 12F: 3 clusters Score -66480.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -21987.816406 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -21987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21220.244141 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -21220.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21455.041016 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -21455.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21532.558594 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -21532.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21569.406250 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -21569.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21607.796875 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21666.835938 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21666.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21737.173828 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -21737.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21772.298828 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -21772.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21799.097656 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -21799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21810.953125 Penalty: 1868.552734
	Iteration 9Q: 3 clusters Score -21810.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21815.917969 Penalty: 1868.552734
	Iteration 10Q: 3 clusters Score -21815.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21818.367188 Penalty: 1868.552734
	Iteration 11F: 3 clusters Score -21818.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21826.052734 Penalty: 1868.552734
	Iteration 12Q: 3 clusters Score -21826.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21826.052734 Penalty: 1868.552734
	Iteration 13F: 3 clusters Score -21826.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Entering Unmasked Estep 
Score: -6463140.500000 Penalty: 1759.434570
	Iteration 0F: 2 clusters Score -6463140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -6429692.000000 Penalty: 3518.869141
	Iteration 0F: 3 clusters Score -6429692 nChanged 23558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -6443384.000000 Penalty: 3518.869141
	Iteration 1F: 3 clusters Score -6443384 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -6444388.500000 Penalty: 3518.869141
	Iteration 2Q: 3 clusters Score -6444388 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -6445794.000000 Penalty: 3518.869141
	Iteration 3F: 3 clusters Score -6445794 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -6447745.500000 Penalty: 3518.869141
	Iteration 4F: 3 clusters Score -6447746 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -6450263.000000 Penalty: 3518.869141
	Iteration 5F: 3 clusters Score -6450263 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -6453096.000000 Penalty: 3518.869141
	Iteration 6F: 3 clusters Score -6453096 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -6455858.000000 Penalty: 3518.869141
	Iteration 7F: 3 clusters Score -6455858 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -6458036.000000 Penalty: 3518.869141
	Iteration 8F: 3 clusters Score -6458036 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -6459468.500000 Penalty: 3518.869141
	Iteration 9Q: 3 clusters Score -6459468 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -6460277.500000 Penalty: 3518.869141
	Iteration 10Q: 3 clusters Score -6460278 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -6460792.000000 Penalty: 3518.869141
	Iteration 11Q: 3 clusters Score -6460792 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -6461121.500000 Penalty: 3518.869141
	Iteration 12Q: 3 clusters Score -6461122 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -6461297.500000 Penalty: 3518.869141
	Iteration 13Q: 3 clusters Score -6461298 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -6461401.500000 Penalty: 3518.869141
	Iteration 14Q: 3 clusters Score -6461402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -6461449.000000 Penalty: 3518.869141
	Iteration 15Q: 3 clusters Score -6461449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6461493.000000 Penalty: 3518.869141
	Iteration 16Q: 3 clusters Score -6461493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -6461517.000000 Penalty: 3518.869141
	Iteration 17Q: 3 clusters Score -6461517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -6461532.000000 Penalty: 3518.869141
	Iteration 18Q: 3 clusters Score -6461532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -6461536.000000 Penalty: 3518.869141
	Iteration 19Q: 3 clusters Score -6461536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -6461551.000000 Penalty: 3518.869141
	Iteration 20F: 3 clusters Score -6461551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -6461557.000000 Penalty: 3518.869141
	Iteration 21Q: 3 clusters Score -6461557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -6461564.500000 Penalty: 3518.869141
	Iteration 22Q: 3 clusters Score -6461564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -6461574.000000 Penalty: 3518.869141
	Iteration 23Q: 3 clusters Score -6461574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -6461586.000000 Penalty: 3518.869141
	Iteration 24Q: 3 clusters Score -6461586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -6461590.000000 Penalty: 3518.869141
	Iteration 25Q: 3 clusters Score -6461590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -6461597.500000 Penalty: 3518.869141
	Iteration 26Q: 3 clusters Score -6461598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -6461605.000000 Penalty: 3518.869141
	Iteration 27Q: 3 clusters Score -6461605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -6461605.500000 Penalty: 3518.869141
	Iteration 28Q: 3 clusters Score -6461606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -6461611.000000 Penalty: 3518.869141
	Iteration 29Q: 3 clusters Score -6461611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -6461617.000000 Penalty: 3518.869141
	Iteration 30Q: 3 clusters Score -6461617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6461627.500000 Penalty: 3518.869141
	Iteration 31Q: 3 clusters Score -6461628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -6461624.000000 Penalty: 3518.869141
	Iteration 32Q: 3 clusters Score -6461624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -6461624.000000 Penalty: 3518.869141
	Iteration 33F: 3 clusters Score -6461624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Entering Unmasked Estep 
Score: -5602449.000000 Penalty: 1736.050171
	Iteration 0F: 2 clusters Score -5602449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -5573320.500000 Penalty: 3472.100342
	Iteration 0F: 3 clusters Score -5573320 nChanged 20369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5584555.500000 Penalty: 3472.100342
	Iteration 1F: 3 clusters Score -5584556 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -5585122.500000 Penalty: 3472.100342
	Iteration 2Q: 3 clusters Score -5585122 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5585937.000000 Penalty: 3472.100342
	Iteration 3Q: 3 clusters Score -5585937 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -5587205.000000 Penalty: 3472.100342
	Iteration 4F: 3 clusters Score -5587205 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -5589066.500000 Penalty: 3472.100342
	Iteration 5F: 3 clusters Score -5589066 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -5591583.000000 Penalty: 3472.100342
	Iteration 6F: 3 clusters Score -5591583 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5594217.000000 Penalty: 3472.100342
	Iteration 7F: 3 clusters Score -5594217 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -5596371.000000 Penalty: 3472.100342
	Iteration 8F: 3 clusters Score -5596371 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -5597875.500000 Penalty: 3472.100342
	Iteration 9Q: 3 clusters Score -5597876 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -5598797.500000 Penalty: 3472.100342
	Iteration 10Q: 3 clusters Score -5598798 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -5599331.500000 Penalty: 3472.100342
	Iteration 11Q: 3 clusters Score -5599332 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5599704.500000 Penalty: 3472.100342
	Iteration 12Q: 3 clusters Score -5599704 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5600004.000000 Penalty: 3472.100342
	Iteration 13Q: 3 clusters Score -5600004 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5600218.000000 Penalty: 3472.100342
	Iteration 14Q: 3 clusters Score -5600218 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5600428.500000 Penalty: 3472.100342
	Iteration 15Q: 3 clusters Score -5600428 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5600652.000000 Penalty: 3472.100342
	Iteration 16Q: 3 clusters Score -5600652 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5600809.000000 Penalty: 3472.100342
	Iteration 17Q: 3 clusters Score -5600809 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5600947.500000 Penalty: 3472.100342
	Iteration 18Q: 3 clusters Score -5600948 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5601048.000000 Penalty: 3472.100342
	Iteration 19Q: 3 clusters Score -5601048 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5601133.000000 Penalty: 3472.100342
	Iteration 20F: 3 clusters Score -5601133 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5601194.000000 Penalty: 3472.100342
	Iteration 21Q: 3 clusters Score -5601194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5601217.500000 Penalty: 3472.100342
	Iteration 22Q: 3 clusters Score -5601218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5601245.500000 Penalty: 3472.100342
	Iteration 23Q: 3 clusters Score -5601246 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5601271.000000 Penalty: 3472.100342
	Iteration 24Q: 3 clusters Score -5601271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5601285.500000 Penalty: 3472.100342
	Iteration 25Q: 3 clusters Score -5601286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5601293.500000 Penalty: 3472.100342
	Iteration 26Q: 3 clusters Score -5601294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5601304.500000 Penalty: 3472.100342
	Iteration 27Q: 3 clusters Score -5601304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5601313.000000 Penalty: 3472.100342
	Iteration 28Q: 3 clusters Score -5601313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5601317.000000 Penalty: 3472.100342
	Iteration 29Q: 3 clusters Score -5601317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5601315.000000 Penalty: 3472.100342
	Iteration 30Q: 3 clusters Score -5601315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5601329.000000 Penalty: 3472.100342
	Iteration 31Q: 3 clusters Score -5601329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5601338.500000 Penalty: 3472.100342
	Iteration 32Q: 3 clusters Score -5601338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5601333.000000 Penalty: 3472.100342
	Iteration 33Q: 3 clusters Score -5601333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5601341.500000 Penalty: 3472.100342
	Iteration 34Q: 3 clusters Score -5601342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5601347.500000 Penalty: 3472.100342
	Iteration 35Q: 3 clusters Score -5601348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5601359.500000 Penalty: 3472.100342
	Iteration 36Q: 3 clusters Score -5601360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5601357.500000 Penalty: 3472.100342
	Iteration 37Q: 3 clusters Score -5601358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5601363.000000 Penalty: 3472.100342
	Iteration 38Q: 3 clusters Score -5601363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5601371.500000 Penalty: 3472.100342
	Iteration 39Q: 3 clusters Score -5601372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5601381.000000 Penalty: 3472.100342
	Iteration 40F: 3 clusters Score -5601381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5601380.500000 Penalty: 3472.100342
	Iteration 41Q: 3 clusters Score -5601380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5601386.000000 Penalty: 3472.100342
	Iteration 42Q: 3 clusters Score -5601386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5601391.000000 Penalty: 3472.100342
	Iteration 43Q: 3 clusters Score -5601391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5601390.500000 Penalty: 3472.100342
	Iteration 44Q: 3 clusters Score -5601390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5601387.000000 Penalty: 3472.100342
	Iteration 45Q: 3 clusters Score -5601387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5601382.500000 Penalty: 3472.100342
	Iteration 46Q: 3 clusters Score -5601382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5601383.500000 Penalty: 3472.100342
	Iteration 47Q: 3 clusters Score -5601384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5601382.000000 Penalty: 3472.100342
	Iteration 48Q: 3 clusters Score -5601382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5601381.500000 Penalty: 3472.100342
	Iteration 49Q: 3 clusters Score -5601382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5601381.500000 Penalty: 3472.100342
	Iteration 50F: 3 clusters Score -5601382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -34237.410156 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -34237.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33382.593750 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -33382.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33523.531250 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -33523.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33625.078125 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -33625.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33686.925781 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -33686.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33732.144531 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -33732.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33791.386719 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -33791.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33862.359375 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -33862.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33899.628906 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -33899.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33908.351562 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -33908.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33921.324219 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -33921.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33940.972656 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -33940.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33943.035156 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -33943.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33952.000000 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -33952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33952.000000 Penalty: 1854.810913
	Iteration 13F: 3 clusters Score -33952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Entering Unmasked Estep 
Score: -2189605.750000 Penalty: 1587.245972
	Iteration 0F: 2 clusters Score -2189606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2177573.250000 Penalty: 3174.491943
	Iteration 0F: 3 clusters Score -2177573 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2181758.500000 Penalty: 3174.491943
	Iteration 1F: 3 clusters Score -2181758 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2181999.750000 Penalty: 3174.491943
	Iteration 2Q: 3 clusters Score -2182000 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2182224.500000 Penalty: 3174.491943
	Iteration 3Q: 3 clusters Score -2182224 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2182472.500000 Penalty: 3174.491943
	Iteration 4Q: 3 clusters Score -2182472 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2182826.250000 Penalty: 3174.491943
	Iteration 5Q: 3 clusters Score -2182826 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2183329.750000 Penalty: 3174.491943
	Iteration 6F: 3 clusters Score -2183330 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2184063.250000 Penalty: 3174.491943
	Iteration 7F: 3 clusters Score -2184063 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2185031.500000 Penalty: 3174.491943
	Iteration 8F: 3 clusters Score -2185032 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2186134.750000 Penalty: 3174.491943
	Iteration 9F: 3 clusters Score -2186135 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2187116.500000 Penalty: 3174.491943
	Iteration 10F: 3 clusters Score -2187116 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2187681.750000 Penalty: 3174.491943
	Iteration 11Q: 3 clusters Score -2187682 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2187928.000000 Penalty: 3174.491943
	Iteration 12Q: 3 clusters Score -2187928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2188031.500000 Penalty: 3174.491943
	Iteration 13Q: 3 clusters Score -2188032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2188101.000000 Penalty: 3174.491943
	Iteration 14Q: 3 clusters Score -2188101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2188139.250000 Penalty: 3174.491943
	Iteration 15Q: 3 clusters Score -2188139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2188160.750000 Penalty: 3174.491943
	Iteration 16Q: 3 clusters Score -2188161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2188183.750000 Penalty: 3174.491943
	Iteration 17Q: 3 clusters Score -2188184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2188191.500000 Penalty: 3174.491943
	Iteration 18Q: 3 clusters Score -2188192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2188197.750000 Penalty: 3174.491943
	Iteration 19Q: 3 clusters Score -2188198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2188205.500000 Penalty: 3174.491943
	Iteration 20F: 3 clusters Score -2188206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2188209.750000 Penalty: 3174.491943
	Iteration 21Q: 3 clusters Score -2188210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2188215.500000 Penalty: 3174.491943
	Iteration 22Q: 3 clusters Score -2188216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2188216.000000 Penalty: 3174.491943
	Iteration 23Q: 3 clusters Score -2188216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2188216.000000 Penalty: 3174.491943
	Iteration 24F: 3 clusters Score -2188216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -401833.781250 Penalty: 1316.374756
	Iteration 0F: 2 clusters Score -401833.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -398974.500000 Penalty: 2632.749512
	Iteration 0F: 3 clusters Score -398974.5 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -399717.718750 Penalty: 2632.749512
	Iteration 1F: 3 clusters Score -399717.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -399876.531250 Penalty: 2632.749512
	Iteration 2F: 3 clusters Score -399876.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -400002.937500 Penalty: 2632.749512
	Iteration 3F: 3 clusters Score -400002.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -400085.843750 Penalty: 2632.749512
	Iteration 4Q: 3 clusters Score -400085.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -400144.843750 Penalty: 2632.749512
	Iteration 5Q: 3 clusters Score -400144.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -400194.687500 Penalty: 2632.749512
	Iteration 6Q: 3 clusters Score -400194.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -400240.093750 Penalty: 2632.749512
	Iteration 7Q: 3 clusters Score -400240.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -400285.250000 Penalty: 2632.749512
	Iteration 8Q: 3 clusters Score -400285.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -400334.093750 Penalty: 2632.749512
	Iteration 9Q: 3 clusters Score -400334.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -400384.343750 Penalty: 2632.749512
	Iteration 10Q: 3 clusters Score -400384.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -400442.937500 Penalty: 2632.749512
	Iteration 11Q: 3 clusters Score -400442.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -400540.843750 Penalty: 2632.749512
	Iteration 12Q: 3 clusters Score -400540.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -400662.062500 Penalty: 2632.749512
	Iteration 13Q: 3 clusters Score -400662.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -400802.718750 Penalty: 2632.749512
	Iteration 14Q: 3 clusters Score -400802.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -400915.218750 Penalty: 2632.749512
	Iteration 15Q: 3 clusters Score -400915.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -400992.093750 Penalty: 2632.749512
	Iteration 16Q: 3 clusters Score -400992.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -401043.750000 Penalty: 2632.749512
	Iteration 17Q: 3 clusters Score -401043.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -401078.000000 Penalty: 2632.749512
	Iteration 18Q: 3 clusters Score -401078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -401085.937500 Penalty: 2632.749512
	Iteration 19Q: 3 clusters Score -401085.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -401092.781250 Penalty: 2632.749512
	Iteration 20F: 3 clusters Score -401092.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -401099.156250 Penalty: 2632.749512
	Iteration 21Q: 3 clusters Score -401099.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -401101.125000 Penalty: 2632.749512
	Iteration 22Q: 3 clusters Score -401101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -401102.687500 Penalty: 2632.749512
	Iteration 23Q: 3 clusters Score -401102.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -401103.406250 Penalty: 2632.749512
	Iteration 24Q: 3 clusters Score -401103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -401104.000000 Penalty: 2632.749512
	Iteration 25Q: 3 clusters Score -401104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -401105.000000 Penalty: 2632.749512
	Iteration 26Q: 3 clusters Score -401105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -401106.250000 Penalty: 2632.749512
	Iteration 27Q: 3 clusters Score -401106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -401106.593750 Penalty: 2632.749512
	Iteration 28Q: 3 clusters Score -401106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -401106.593750 Penalty: 2632.749512
	Iteration 29F: 3 clusters Score -401106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30174.152344 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -30174.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29336.316406 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -29336.32 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29534.931641 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -29534.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29581.314453 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -29581.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29604.607422 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -29604.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29615.943359 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -29615.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29625.341797 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -29625.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29637.117188 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -29637.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29664.953125 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -29664.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29664.953125 Penalty: 1903.828247
	Iteration 8F: 3 clusters Score -29664.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -30651.416016 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -30651.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29794.535156 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -29794.54 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30027.259766 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -30027.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30192.248047 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -30192.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30303.255859 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -30303.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30371.638672 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -30371.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30396.945312 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -30396.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30400.169922 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -30400.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30400.169922 Penalty: 1863.335938
	Iteration 7F: 3 clusters Score -30400.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Entering Unmasked Estep 
Score: -14903367.000000 Penalty: 1896.530151
	Iteration 0F: 2 clusters Score -1.490337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -14829962.000000 Penalty: 3793.060303
	Iteration 0F: 3 clusters Score -1.482996e+07 nChanged 55924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -14862847.000000 Penalty: 3793.060303
	Iteration 1F: 3 clusters Score -1.486285e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -14864262.000000 Penalty: 3793.060303
	Iteration 2Q: 3 clusters Score -1.486426e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -14866102.000000 Penalty: 3793.060303
	Iteration 3Q: 3 clusters Score -1.48661e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -14869527.000000 Penalty: 3793.060303
	Iteration 4F: 3 clusters Score -1.486953e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -14875048.000000 Penalty: 3793.060303
	Iteration 5F: 3 clusters Score -1.487505e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -14883406.000000 Penalty: 3793.060303
	Iteration 6F: 3 clusters Score -1.488341e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -14892425.000000 Penalty: 3793.060303
	Iteration 7F: 3 clusters Score -1.489242e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -14898279.000000 Penalty: 3793.060303
	Iteration 8F: 3 clusters Score -1.489828e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114513 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -14900453.000000 Penalty: 3793.060303
	Iteration 9Q: 3 clusters Score -1.490045e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -14901192.000000 Penalty: 3793.060303
	Iteration 10Q: 3 clusters Score -1.490119e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14901530.000000 Penalty: 3793.060303
	Iteration 11Q: 3 clusters Score -1.490153e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116663 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -14901612.000000 Penalty: 3793.060303
	Iteration 12Q: 3 clusters Score -1.490161e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116738 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14901693.000000 Penalty: 3793.060303
	Iteration 13Q: 3 clusters Score -1.490169e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14901729.000000 Penalty: 3793.060303
	Iteration 14Q: 3 clusters Score -1.490173e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116790 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14901746.000000 Penalty: 3793.060303
	Iteration 15Q: 3 clusters Score -1.490175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116799 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14901783.000000 Penalty: 3793.060303
	Iteration 16Q: 3 clusters Score -1.490178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116798 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14901795.000000 Penalty: 3793.060303
	Iteration 17Q: 3 clusters Score -1.49018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116793 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14901801.000000 Penalty: 3793.060303
	Iteration 18Q: 3 clusters Score -1.49018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14901811.000000 Penalty: 3793.060303
	Iteration 19Q: 3 clusters Score -1.490181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116799 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14901821.000000 Penalty: 3793.060303
	Iteration 20F: 3 clusters Score -1.490182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116806 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -14901818.000000 Penalty: 3793.060303
	Iteration 21Q: 3 clusters Score -1.490182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116807 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -14901819.000000 Penalty: 3793.060303
	Iteration 22Q: 3 clusters Score -1.490182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -14901831.000000 Penalty: 3793.060303
	Iteration 23Q: 3 clusters Score -1.490183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14901824.000000 Penalty: 3793.060303
	Iteration 24Q: 3 clusters Score -1.490182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14901828.000000 Penalty: 3793.060303
	Iteration 25Q: 3 clusters Score -1.490183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116814 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14901821.000000 Penalty: 3793.060303
	Iteration 26Q: 3 clusters Score -1.490182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116816 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14901818.000000 Penalty: 3793.060303
	Iteration 27Q: 3 clusters Score -1.490182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116817 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14901814.000000 Penalty: 3793.060303
	Iteration 28Q: 3 clusters Score -1.490181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14901826.000000 Penalty: 3793.060303
	Iteration 29Q: 3 clusters Score -1.490183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14901828.000000 Penalty: 3793.060303
	Iteration 30Q: 3 clusters Score -1.490183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14901822.000000 Penalty: 3793.060303
	Iteration 31Q: 3 clusters Score -1.490182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14901822.000000 Penalty: 3793.060303
	Iteration 32F: 3 clusters Score -1.490182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Entering Unmasked Estep 
Score: -4725182.000000 Penalty: 1708.765381
	Iteration 0F: 2 clusters Score -4725182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4700420.500000 Penalty: 3417.530762
	Iteration 0F: 3 clusters Score -4700420 nChanged 17121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4709901.000000 Penalty: 3417.530762
	Iteration 1F: 3 clusters Score -4709901 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4710304.000000 Penalty: 3417.530762
	Iteration 2Q: 3 clusters Score -4710304 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -4710782.500000 Penalty: 3417.530762
	Iteration 3Q: 3 clusters Score -4710782 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -4711379.000000 Penalty: 3417.530762
	Iteration 4Q: 3 clusters Score -4711379 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4712145.500000 Penalty: 3417.530762
	Iteration 5Q: 3 clusters Score -4712146 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -4713253.500000 Penalty: 3417.530762
	Iteration 6F: 3 clusters Score -4713254 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -4714688.500000 Penalty: 3417.530762
	Iteration 7F: 3 clusters Score -4714688 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4716486.500000 Penalty: 3417.530762
	Iteration 8F: 3 clusters Score -4716486 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -4718612.500000 Penalty: 3417.530762
	Iteration 9F: 3 clusters Score -4718612 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -4720527.500000 Penalty: 3417.530762
	Iteration 10F: 3 clusters Score -4720528 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -4721647.500000 Penalty: 3417.530762
	Iteration 11Q: 3 clusters Score -4721648 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4722161.000000 Penalty: 3417.530762
	Iteration 12Q: 3 clusters Score -4722161 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -4722466.000000 Penalty: 3417.530762
	Iteration 13Q: 3 clusters Score -4722466 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -4722666.500000 Penalty: 3417.530762
	Iteration 14Q: 3 clusters Score -4722666 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4722876.500000 Penalty: 3417.530762
	Iteration 15Q: 3 clusters Score -4722876 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -4722989.000000 Penalty: 3417.530762
	Iteration 16Q: 3 clusters Score -4722989 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4723097.000000 Penalty: 3417.530762
	Iteration 17Q: 3 clusters Score -4723097 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4723199.500000 Penalty: 3417.530762
	Iteration 18Q: 3 clusters Score -4723200 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4723278.000000 Penalty: 3417.530762
	Iteration 19Q: 3 clusters Score -4723278 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4723340.500000 Penalty: 3417.530762
	Iteration 20F: 3 clusters Score -4723340 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -4723402.000000 Penalty: 3417.530762
	Iteration 21Q: 3 clusters Score -4723402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -4723433.500000 Penalty: 3417.530762
	Iteration 22Q: 3 clusters Score -4723434 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4723487.000000 Penalty: 3417.530762
	Iteration 23Q: 3 clusters Score -4723487 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4723539.000000 Penalty: 3417.530762
	Iteration 24Q: 3 clusters Score -4723539 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -4723578.500000 Penalty: 3417.530762
	Iteration 25Q: 3 clusters Score -4723578 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4723622.000000 Penalty: 3417.530762
	Iteration 26Q: 3 clusters Score -4723622 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -4723682.500000 Penalty: 3417.530762
	Iteration 27Q: 3 clusters Score -4723682 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4723727.500000 Penalty: 3417.530762
	Iteration 28Q: 3 clusters Score -4723728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4723767.000000 Penalty: 3417.530762
	Iteration 29Q: 3 clusters Score -4723767 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4723795.000000 Penalty: 3417.530762
	Iteration 30Q: 3 clusters Score -4723795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -4723817.000000 Penalty: 3417.530762
	Iteration 31Q: 3 clusters Score -4723817 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4723835.000000 Penalty: 3417.530762
	Iteration 32Q: 3 clusters Score -4723835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -4723854.500000 Penalty: 3417.530762
	Iteration 33Q: 3 clusters Score -4723854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4723874.500000 Penalty: 3417.530762
	Iteration 34Q: 3 clusters Score -4723874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4723884.000000 Penalty: 3417.530762
	Iteration 35Q: 3 clusters Score -4723884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4723877.000000 Penalty: 3417.530762
	Iteration 36Q: 3 clusters Score -4723877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -4723887.000000 Penalty: 3417.530762
	Iteration 37Q: 3 clusters Score -4723887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -4723892.500000 Penalty: 3417.530762
	Iteration 38Q: 3 clusters Score -4723892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4723897.500000 Penalty: 3417.530762
	Iteration 39Q: 3 clusters Score -4723898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4723914.000000 Penalty: 3417.530762
	Iteration 40F: 3 clusters Score -4723914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -4723919.500000 Penalty: 3417.530762
	Iteration 41Q: 3 clusters Score -4723920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4723919.500000 Penalty: 3417.530762
	Iteration 42Q: 3 clusters Score -4723920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4723924.500000 Penalty: 3417.530762
	Iteration 43Q: 3 clusters Score -4723924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4723928.500000 Penalty: 3417.530762
	Iteration 44Q: 3 clusters Score -4723928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -4723931.500000 Penalty: 3417.530762
	Iteration 45Q: 3 clusters Score -4723932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4723928.000000 Penalty: 3417.530762
	Iteration 46Q: 3 clusters Score -4723928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4723932.500000 Penalty: 3417.530762
	Iteration 47Q: 3 clusters Score -4723932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4723934.500000 Penalty: 3417.530762
	Iteration 48Q: 3 clusters Score -4723934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4723930.000000 Penalty: 3417.530762
	Iteration 49Q: 3 clusters Score -4723930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4723925.000000 Penalty: 3417.530762
	Iteration 50Q: 3 clusters Score -4723925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4723918.500000 Penalty: 3417.530762
	Iteration 51Q: 3 clusters Score -4723918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4723931.000000 Penalty: 3417.530762
	Iteration 52Q: 3 clusters Score -4723931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4723934.500000 Penalty: 3417.530762
	Iteration 53Q: 3 clusters Score -4723934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4723939.000000 Penalty: 3417.530762
	Iteration 54Q: 3 clusters Score -4723939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4723936.000000 Penalty: 3417.530762
	Iteration 55Q: 3 clusters Score -4723936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4723937.000000 Penalty: 3417.530762
	Iteration 56Q: 3 clusters Score -4723937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4723940.500000 Penalty: 3417.530762
	Iteration 57Q: 3 clusters Score -4723940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4723943.000000 Penalty: 3417.530762
	Iteration 58Q: 3 clusters Score -4723943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4723945.000000 Penalty: 3417.530762
	Iteration 59Q: 3 clusters Score -4723945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4723948.500000 Penalty: 3417.530762
	Iteration 60F: 3 clusters Score -4723948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4723949.000000 Penalty: 3417.530762
	Iteration 61Q: 3 clusters Score -4723949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4723946.500000 Penalty: 3417.530762
	Iteration 62Q: 3 clusters Score -4723946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4723946.000000 Penalty: 3417.530762
	Iteration 63Q: 3 clusters Score -4723946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -4723945.500000 Penalty: 3417.530762
	Iteration 64Q: 3 clusters Score -4723946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -4723945.500000 Penalty: 3417.530762
	Iteration 65F: 3 clusters Score -4723946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Entering Unmasked Estep 
Score: -1568632.875000 Penalty: 1530.518188
	Iteration 0F: 2 clusters Score -1568633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1560050.000000 Penalty: 3061.036377
	Iteration 0F: 3 clusters Score -1560050 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1562933.500000 Penalty: 3061.036377
	Iteration 1F: 3 clusters Score -1562934 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1563254.875000 Penalty: 3061.036377
	Iteration 2F: 3 clusters Score -1563255 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1563546.125000 Penalty: 3061.036377
	Iteration 3F: 3 clusters Score -1563546 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1563840.000000 Penalty: 3061.036377
	Iteration 4Q: 3 clusters Score -1563840 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1564115.125000 Penalty: 3061.036377
	Iteration 5Q: 3 clusters Score -1564115 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1564368.125000 Penalty: 3061.036377
	Iteration 6Q: 3 clusters Score -1564368 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1564619.375000 Penalty: 3061.036377
	Iteration 7Q: 3 clusters Score -1564619 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1564882.625000 Penalty: 3061.036377
	Iteration 8Q: 3 clusters Score -1564883 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1565114.125000 Penalty: 3061.036377
	Iteration 9Q: 3 clusters Score -1565114 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1565347.500000 Penalty: 3061.036377
	Iteration 10Q: 3 clusters Score -1565348 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1565519.375000 Penalty: 3061.036377
	Iteration 11Q: 3 clusters Score -1565519 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1565651.625000 Penalty: 3061.036377
	Iteration 12Q: 3 clusters Score -1565652 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1565765.500000 Penalty: 3061.036377
	Iteration 13Q: 3 clusters Score -1565766 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1565843.375000 Penalty: 3061.036377
	Iteration 14Q: 3 clusters Score -1565843 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1565902.625000 Penalty: 3061.036377
	Iteration 15Q: 3 clusters Score -1565903 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1565951.625000 Penalty: 3061.036377
	Iteration 16Q: 3 clusters Score -1565952 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1566007.625000 Penalty: 3061.036377
	Iteration 17Q: 3 clusters Score -1566008 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1566065.750000 Penalty: 3061.036377
	Iteration 18Q: 3 clusters Score -1566066 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1566135.500000 Penalty: 3061.036377
	Iteration 19Q: 3 clusters Score -1566136 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1566199.875000 Penalty: 3061.036377
	Iteration 20F: 3 clusters Score -1566200 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1566263.625000 Penalty: 3061.036377
	Iteration 21Q: 3 clusters Score -1566264 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1566329.000000 Penalty: 3061.036377
	Iteration 22Q: 3 clusters Score -1566329 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1566405.875000 Penalty: 3061.036377
	Iteration 23Q: 3 clusters Score -1566406 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1566498.625000 Penalty: 3061.036377
	Iteration 24Q: 3 clusters Score -1566499 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1566605.625000 Penalty: 3061.036377
	Iteration 25Q: 3 clusters Score -1566606 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1566699.000000 Penalty: 3061.036377
	Iteration 26Q: 3 clusters Score -1566699 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1566789.875000 Penalty: 3061.036377
	Iteration 27Q: 3 clusters Score -1566790 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1566897.500000 Penalty: 3061.036377
	Iteration 28Q: 3 clusters Score -1566898 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1567016.875000 Penalty: 3061.036377
	Iteration 29Q: 3 clusters Score -1567017 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1567084.125000 Penalty: 3061.036377
	Iteration 30Q: 3 clusters Score -1567084 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1567137.250000 Penalty: 3061.036377
	Iteration 31Q: 3 clusters Score -1567137 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1567169.250000 Penalty: 3061.036377
	Iteration 32Q: 3 clusters Score -1567169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1567195.500000 Penalty: 3061.036377
	Iteration 33Q: 3 clusters Score -1567196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1567216.750000 Penalty: 3061.036377
	Iteration 34Q: 3 clusters Score -1567217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1567236.125000 Penalty: 3061.036377
	Iteration 35Q: 3 clusters Score -1567236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1567259.375000 Penalty: 3061.036377
	Iteration 36Q: 3 clusters Score -1567259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1567283.125000 Penalty: 3061.036377
	Iteration 37Q: 3 clusters Score -1567283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1567300.375000 Penalty: 3061.036377
	Iteration 38Q: 3 clusters Score -1567300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1567312.875000 Penalty: 3061.036377
	Iteration 39Q: 3 clusters Score -1567313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1567320.625000 Penalty: 3061.036377
	Iteration 40F: 3 clusters Score -1567321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1567326.625000 Penalty: 3061.036377
	Iteration 41Q: 3 clusters Score -1567327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1567332.250000 Penalty: 3061.036377
	Iteration 42Q: 3 clusters Score -1567332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1567338.500000 Penalty: 3061.036377
	Iteration 43Q: 3 clusters Score -1567338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1567340.500000 Penalty: 3061.036377
	Iteration 44Q: 3 clusters Score -1567340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1567347.875000 Penalty: 3061.036377
	Iteration 45Q: 3 clusters Score -1567348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1567346.750000 Penalty: 3061.036377
	Iteration 46Q: 3 clusters Score -1567347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1567345.750000 Penalty: 3061.036377
	Iteration 47Q: 3 clusters Score -1567346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1567348.500000 Penalty: 3061.036377
	Iteration 48Q: 3 clusters Score -1567348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1567352.500000 Penalty: 3061.036377
	Iteration 49Q: 3 clusters Score -1567352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1567355.375000 Penalty: 3061.036377
	Iteration 50Q: 3 clusters Score -1567355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1567360.375000 Penalty: 3061.036377
	Iteration 51Q: 3 clusters Score -1567360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1567361.250000 Penalty: 3061.036377
	Iteration 52Q: 3 clusters Score -1567361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1567367.250000 Penalty: 3061.036377
	Iteration 53Q: 3 clusters Score -1567367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1567366.500000 Penalty: 3061.036377
	Iteration 54Q: 3 clusters Score -1567366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1567370.125000 Penalty: 3061.036377
	Iteration 55Q: 3 clusters Score -1567370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1567372.625000 Penalty: 3061.036377
	Iteration 56Q: 3 clusters Score -1567373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1567376.125000 Penalty: 3061.036377
	Iteration 57Q: 3 clusters Score -1567376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1567378.250000 Penalty: 3061.036377
	Iteration 58Q: 3 clusters Score -1567378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1567383.500000 Penalty: 3061.036377
	Iteration 59Q: 3 clusters Score -1567384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1567389.750000 Penalty: 3061.036377
	Iteration 60F: 3 clusters Score -1567390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1567393.875000 Penalty: 3061.036377
	Iteration 61Q: 3 clusters Score -1567394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1567397.625000 Penalty: 3061.036377
	Iteration 62Q: 3 clusters Score -1567398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1567400.500000 Penalty: 3061.036377
	Iteration 63Q: 3 clusters Score -1567400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1567403.125000 Penalty: 3061.036377
	Iteration 64Q: 3 clusters Score -1567403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1567403.875000 Penalty: 3061.036377
	Iteration 65Q: 3 clusters Score -1567404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1567407.000000 Penalty: 3061.036377
	Iteration 66Q: 3 clusters Score -1567407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1567406.500000 Penalty: 3061.036377
	Iteration 67Q: 3 clusters Score -1567406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1567406.500000 Penalty: 3061.036377
	Iteration 68F: 3 clusters Score -1567406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Entering Unmasked Estep 
Score: -5881032.500000 Penalty: 1743.857056
	Iteration 0F: 2 clusters Score -5881032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5850486.000000 Penalty: 3487.714111
	Iteration 0F: 3 clusters Score -5850486 nChanged 21230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -5862226.500000 Penalty: 3487.714111
	Iteration 1F: 3 clusters Score -5862226 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -5862618.000000 Penalty: 3487.714111
	Iteration 2Q: 3 clusters Score -5862618 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -5863000.000000 Penalty: 3487.714111
	Iteration 3Q: 3 clusters Score -5863000 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -5863423.000000 Penalty: 3487.714111
	Iteration 4Q: 3 clusters Score -5863423 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5863886.500000 Penalty: 3487.714111
	Iteration 5Q: 3 clusters Score -5863886 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -5864459.500000 Penalty: 3487.714111
	Iteration 6Q: 3 clusters Score -5864460 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5865259.000000 Penalty: 3487.714111
	Iteration 7Q: 3 clusters Score -5865259 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -5866400.000000 Penalty: 3487.714111
	Iteration 8Q: 3 clusters Score -5866400 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -5867944.000000 Penalty: 3487.714111
	Iteration 9F: 3 clusters Score -5867944 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -5869665.500000 Penalty: 3487.714111
	Iteration 10F: 3 clusters Score -5869666 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -5871327.500000 Penalty: 3487.714111
	Iteration 11F: 3 clusters Score -5871328 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -5872399.000000 Penalty: 3487.714111
	Iteration 12Q: 3 clusters Score -5872399 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5872954.000000 Penalty: 3487.714111
	Iteration 13Q: 3 clusters Score -5872954 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -5873255.500000 Penalty: 3487.714111
	Iteration 14Q: 3 clusters Score -5873256 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -5873534.000000 Penalty: 3487.714111
	Iteration 15Q: 3 clusters Score -5873534 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5873752.500000 Penalty: 3487.714111
	Iteration 16Q: 3 clusters Score -5873752 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -5874008.000000 Penalty: 3487.714111
	Iteration 17Q: 3 clusters Score -5874008 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -5874192.000000 Penalty: 3487.714111
	Iteration 18Q: 3 clusters Score -5874192 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -5874509.500000 Penalty: 3487.714111
	Iteration 19Q: 3 clusters Score -5874510 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -5874758.500000 Penalty: 3487.714111
	Iteration 20F: 3 clusters Score -5874758 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5875037.500000 Penalty: 3487.714111
	Iteration 21Q: 3 clusters Score -5875038 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -5875276.500000 Penalty: 3487.714111
	Iteration 22Q: 3 clusters Score -5875276 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -5875567.500000 Penalty: 3487.714111
	Iteration 23Q: 3 clusters Score -5875568 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -5875819.500000 Penalty: 3487.714111
	Iteration 24Q: 3 clusters Score -5875820 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -5876047.000000 Penalty: 3487.714111
	Iteration 25Q: 3 clusters Score -5876047 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -5876286.500000 Penalty: 3487.714111
	Iteration 26Q: 3 clusters Score -5876286 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -5876558.500000 Penalty: 3487.714111
	Iteration 27Q: 3 clusters Score -5876558 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -5876820.500000 Penalty: 3487.714111
	Iteration 28Q: 3 clusters Score -5876820 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -5877073.500000 Penalty: 3487.714111
	Iteration 29Q: 3 clusters Score -5877074 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -5877283.500000 Penalty: 3487.714111
	Iteration 30Q: 3 clusters Score -5877284 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -5877503.000000 Penalty: 3487.714111
	Iteration 31Q: 3 clusters Score -5877503 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5877710.000000 Penalty: 3487.714111
	Iteration 32Q: 3 clusters Score -5877710 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5877905.000000 Penalty: 3487.714111
	Iteration 33Q: 3 clusters Score -5877905 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5878083.000000 Penalty: 3487.714111
	Iteration 34Q: 3 clusters Score -5878083 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5878261.500000 Penalty: 3487.714111
	Iteration 35Q: 3 clusters Score -5878262 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5878426.000000 Penalty: 3487.714111
	Iteration 36Q: 3 clusters Score -5878426 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5878567.000000 Penalty: 3487.714111
	Iteration 37Q: 3 clusters Score -5878567 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5878681.000000 Penalty: 3487.714111
	Iteration 38Q: 3 clusters Score -5878681 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5878814.500000 Penalty: 3487.714111
	Iteration 39Q: 3 clusters Score -5878814 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5878951.000000 Penalty: 3487.714111
	Iteration 40F: 3 clusters Score -5878951 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5879061.500000 Penalty: 3487.714111
	Iteration 41Q: 3 clusters Score -5879062 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5879151.000000 Penalty: 3487.714111
	Iteration 42Q: 3 clusters Score -5879151 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5879229.000000 Penalty: 3487.714111
	Iteration 43Q: 3 clusters Score -5879229 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5879305.000000 Penalty: 3487.714111
	Iteration 44Q: 3 clusters Score -5879305 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5879351.000000 Penalty: 3487.714111
	Iteration 45Q: 3 clusters Score -5879351 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5879379.000000 Penalty: 3487.714111
	Iteration 46Q: 3 clusters Score -5879379 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5879419.500000 Penalty: 3487.714111
	Iteration 47Q: 3 clusters Score -5879420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5879438.500000 Penalty: 3487.714111
	Iteration 48Q: 3 clusters Score -5879438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5879457.500000 Penalty: 3487.714111
	Iteration 49Q: 3 clusters Score -5879458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5879474.000000 Penalty: 3487.714111
	Iteration 50Q: 3 clusters Score -5879474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5879504.500000 Penalty: 3487.714111
	Iteration 51Q: 3 clusters Score -5879504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5879515.000000 Penalty: 3487.714111
	Iteration 52Q: 3 clusters Score -5879515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5879519.500000 Penalty: 3487.714111
	Iteration 53Q: 3 clusters Score -5879520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5879520.500000 Penalty: 3487.714111
	Iteration 54Q: 3 clusters Score -5879520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5879522.500000 Penalty: 3487.714111
	Iteration 55Q: 3 clusters Score -5879522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5879528.000000 Penalty: 3487.714111
	Iteration 56Q: 3 clusters Score -5879528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5879538.500000 Penalty: 3487.714111
	Iteration 57Q: 3 clusters Score -5879538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5879545.500000 Penalty: 3487.714111
	Iteration 58Q: 3 clusters Score -5879546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5879545.500000 Penalty: 3487.714111
	Iteration 59Q: 3 clusters Score -5879546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5879556.500000 Penalty: 3487.714111
	Iteration 60F: 3 clusters Score -5879556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5879563.500000 Penalty: 3487.714111
	Iteration 61Q: 3 clusters Score -5879564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5879567.500000 Penalty: 3487.714111
	Iteration 62Q: 3 clusters Score -5879568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5879564.500000 Penalty: 3487.714111
	Iteration 63Q: 3 clusters Score -5879564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5879569.000000 Penalty: 3487.714111
	Iteration 64Q: 3 clusters Score -5879569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5879575.500000 Penalty: 3487.714111
	Iteration 65Q: 3 clusters Score -5879576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5879585.500000 Penalty: 3487.714111
	Iteration 66Q: 3 clusters Score -5879586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5879583.000000 Penalty: 3487.714111
	Iteration 67Q: 3 clusters Score -5879583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5879586.000000 Penalty: 3487.714111
	Iteration 68Q: 3 clusters Score -5879586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5879586.000000 Penalty: 3487.714111
	Iteration 69Q: 3 clusters Score -5879586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5879589.000000 Penalty: 3487.714111
	Iteration 70Q: 3 clusters Score -5879589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5879588.500000 Penalty: 3487.714111
	Iteration 71Q: 3 clusters Score -5879588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5879591.000000 Penalty: 3487.714111
	Iteration 72Q: 3 clusters Score -5879591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5879590.000000 Penalty: 3487.714111
	Iteration 73Q: 3 clusters Score -5879590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5879597.500000 Penalty: 3487.714111
	Iteration 74Q: 3 clusters Score -5879598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5879595.500000 Penalty: 3487.714111
	Iteration 75Q: 3 clusters Score -5879596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5879600.500000 Penalty: 3487.714111
	Iteration 76Q: 3 clusters Score -5879600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5879604.000000 Penalty: 3487.714111
	Iteration 77Q: 3 clusters Score -5879604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5879606.500000 Penalty: 3487.714111
	Iteration 78Q: 3 clusters Score -5879606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5879601.500000 Penalty: 3487.714111
	Iteration 79Q: 3 clusters Score -5879602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5879600.500000 Penalty: 3487.714111
	Iteration 80F: 3 clusters Score -5879600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5879602.000000 Penalty: 3487.714111
	Iteration 81Q: 3 clusters Score -5879602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5879602.000000 Penalty: 3487.714111
	Iteration 82F: 3 clusters Score -5879602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (106952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106952 members 
Entering Unmasked Estep 
Score: -13849994.000000 Penalty: 1881.771973
	Iteration 0F: 2 clusters Score -1.384999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -13785751.000000 Penalty: 3763.543945
	Iteration 0F: 3 clusters Score -1.378575e+07 nChanged 51423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -13815923.000000 Penalty: 3763.543945
	Iteration 1F: 3 clusters Score -1.381592e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -13817130.000000 Penalty: 3763.543945
	Iteration 2Q: 3 clusters Score -1.381713e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -13819077.000000 Penalty: 3763.543945
	Iteration 3Q: 3 clusters Score -1.381908e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -13822233.000000 Penalty: 3763.543945
	Iteration 4F: 3 clusters Score -1.382223e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -13826432.000000 Penalty: 3763.543945
	Iteration 5F: 3 clusters Score -1.382643e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -13831300.000000 Penalty: 3763.543945
	Iteration 6F: 3 clusters Score -1.38313e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -13835911.000000 Penalty: 3763.543945
	Iteration 7F: 3 clusters Score -1.383591e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -13839899.000000 Penalty: 3763.543945
	Iteration 8F: 3 clusters Score -1.38399e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -13842476.000000 Penalty: 3763.543945
	Iteration 9Q: 3 clusters Score -1.384248e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98504 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -13844328.000000 Penalty: 3763.543945
	Iteration 10Q: 3 clusters Score -1.384433e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -13845952.000000 Penalty: 3763.543945
	Iteration 11Q: 3 clusters Score -1.384595e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102537 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -13847087.000000 Penalty: 3763.543945
	Iteration 12Q: 3 clusters Score -1.384709e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -13847684.000000 Penalty: 3763.543945
	Iteration 13Q: 3 clusters Score -1.384768e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -13847905.000000 Penalty: 3763.543945
	Iteration 14Q: 3 clusters Score -1.38479e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -13848204.000000 Penalty: 3763.543945
	Iteration 15Q: 3 clusters Score -1.38482e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -13848334.000000 Penalty: 3763.543945
	Iteration 16Q: 3 clusters Score -1.384833e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13848378.000000 Penalty: 3763.543945
	Iteration 17Q: 3 clusters Score -1.384838e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13848451.000000 Penalty: 3763.543945
	Iteration 18Q: 3 clusters Score -1.384845e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13848474.000000 Penalty: 3763.543945
	Iteration 19Q: 3 clusters Score -1.384847e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106017 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13848497.000000 Penalty: 3763.543945
	Iteration 20F: 3 clusters Score -1.38485e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13848491.000000 Penalty: 3763.543945
	Iteration 21Q: 3 clusters Score -1.384849e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106119 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -13848492.000000 Penalty: 3763.543945
	Iteration 22Q: 3 clusters Score -1.384849e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106159 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -13848510.000000 Penalty: 3763.543945
	Iteration 23Q: 3 clusters Score -1.384851e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -13848515.000000 Penalty: 3763.543945
	Iteration 24Q: 3 clusters Score -1.384852e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13848506.000000 Penalty: 3763.543945
	Iteration 25Q: 3 clusters Score -1.384851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13848525.000000 Penalty: 3763.543945
	Iteration 26Q: 3 clusters Score -1.384852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -13848536.000000 Penalty: 3763.543945
	Iteration 27Q: 3 clusters Score -1.384854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13848552.000000 Penalty: 3763.543945
	Iteration 28Q: 3 clusters Score -1.384855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13848573.000000 Penalty: 3763.543945
	Iteration 29Q: 3 clusters Score -1.384857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13848570.000000 Penalty: 3763.543945
	Iteration 30Q: 3 clusters Score -1.384857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13848561.000000 Penalty: 3763.543945
	Iteration 31Q: 3 clusters Score -1.384856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106298 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13848558.000000 Penalty: 3763.543945
	Iteration 32Q: 3 clusters Score -1.384856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13848590.000000 Penalty: 3763.543945
	Iteration 33Q: 3 clusters Score -1.384859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106310 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13848589.000000 Penalty: 3763.543945
	Iteration 34Q: 3 clusters Score -1.384859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106312 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13848580.000000 Penalty: 3763.543945
	Iteration 35Q: 3 clusters Score -1.384858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13848582.000000 Penalty: 3763.543945
	Iteration 36Q: 3 clusters Score -1.384858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13848579.000000 Penalty: 3763.543945
	Iteration 37Q: 3 clusters Score -1.384858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13848579.000000 Penalty: 3763.543945
	Iteration 38F: 3 clusters Score -1.384858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Entering Unmasked Estep 
Score: -3508626.750000 Penalty: 1661.171753
	Iteration 0F: 2 clusters Score -3508627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3489995.500000 Penalty: 3322.343506
	Iteration 0F: 3 clusters Score -3489996 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3496863.000000 Penalty: 3322.343506
	Iteration 1F: 3 clusters Score -3496863 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3497304.000000 Penalty: 3322.343506
	Iteration 2Q: 3 clusters Score -3497304 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3497859.000000 Penalty: 3322.343506
	Iteration 3Q: 3 clusters Score -3497859 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3498572.500000 Penalty: 3322.343506
	Iteration 4F: 3 clusters Score -3498572 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3499462.250000 Penalty: 3322.343506
	Iteration 5F: 3 clusters Score -3499462 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3500581.000000 Penalty: 3322.343506
	Iteration 6F: 3 clusters Score -3500581 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3501947.500000 Penalty: 3322.343506
	Iteration 7F: 3 clusters Score -3501948 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3503328.250000 Penalty: 3322.343506
	Iteration 8F: 3 clusters Score -3503328 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3504673.500000 Penalty: 3322.343506
	Iteration 9F: 3 clusters Score -3504674 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3505748.750000 Penalty: 3322.343506
	Iteration 10Q: 3 clusters Score -3505749 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3506279.500000 Penalty: 3322.343506
	Iteration 11Q: 3 clusters Score -3506280 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3506568.000000 Penalty: 3322.343506
	Iteration 12Q: 3 clusters Score -3506568 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3506718.250000 Penalty: 3322.343506
	Iteration 13Q: 3 clusters Score -3506718 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3506816.250000 Penalty: 3322.343506
	Iteration 14Q: 3 clusters Score -3506816 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3506899.250000 Penalty: 3322.343506
	Iteration 15Q: 3 clusters Score -3506899 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3506955.750000 Penalty: 3322.343506
	Iteration 16Q: 3 clusters Score -3506956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3506993.500000 Penalty: 3322.343506
	Iteration 17Q: 3 clusters Score -3506994 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3507026.500000 Penalty: 3322.343506
	Iteration 18Q: 3 clusters Score -3507026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3507056.250000 Penalty: 3322.343506
	Iteration 19Q: 3 clusters Score -3507056 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3507093.750000 Penalty: 3322.343506
	Iteration 20F: 3 clusters Score -3507094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3507106.500000 Penalty: 3322.343506
	Iteration 21Q: 3 clusters Score -3507106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3507138.250000 Penalty: 3322.343506
	Iteration 22Q: 3 clusters Score -3507138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3507163.750000 Penalty: 3322.343506
	Iteration 23Q: 3 clusters Score -3507164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3507183.000000 Penalty: 3322.343506
	Iteration 24Q: 3 clusters Score -3507183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3507207.500000 Penalty: 3322.343506
	Iteration 25Q: 3 clusters Score -3507208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3507232.250000 Penalty: 3322.343506
	Iteration 26Q: 3 clusters Score -3507232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3507254.000000 Penalty: 3322.343506
	Iteration 27Q: 3 clusters Score -3507254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3507279.000000 Penalty: 3322.343506
	Iteration 28Q: 3 clusters Score -3507279 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3507296.000000 Penalty: 3322.343506
	Iteration 29Q: 3 clusters Score -3507296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3507308.250000 Penalty: 3322.343506
	Iteration 30Q: 3 clusters Score -3507308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3507313.000000 Penalty: 3322.343506
	Iteration 31Q: 3 clusters Score -3507313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3507317.000000 Penalty: 3322.343506
	Iteration 32Q: 3 clusters Score -3507317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3507325.500000 Penalty: 3322.343506
	Iteration 33Q: 3 clusters Score -3507326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3507332.250000 Penalty: 3322.343506
	Iteration 34Q: 3 clusters Score -3507332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3507336.250000 Penalty: 3322.343506
	Iteration 35Q: 3 clusters Score -3507336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3507330.000000 Penalty: 3322.343506
	Iteration 36Q: 3 clusters Score -3507330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3507331.500000 Penalty: 3322.343506
	Iteration 37Q: 3 clusters Score -3507332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3507334.500000 Penalty: 3322.343506
	Iteration 38Q: 3 clusters Score -3507334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3507342.750000 Penalty: 3322.343506
	Iteration 39Q: 3 clusters Score -3507343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3507338.750000 Penalty: 3322.343506
	Iteration 40F: 3 clusters Score -3507339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3507344.000000 Penalty: 3322.343506
	Iteration 41Q: 3 clusters Score -3507344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3507339.750000 Penalty: 3322.343506
	Iteration 42Q: 3 clusters Score -3507340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3507341.750000 Penalty: 3322.343506
	Iteration 43Q: 3 clusters Score -3507342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3507343.250000 Penalty: 3322.343506
	Iteration 44Q: 3 clusters Score -3507343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3507350.500000 Penalty: 3322.343506
	Iteration 45Q: 3 clusters Score -3507350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3507349.000000 Penalty: 3322.343506
	Iteration 46Q: 3 clusters Score -3507349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3507350.250000 Penalty: 3322.343506
	Iteration 47Q: 3 clusters Score -3507350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3507354.250000 Penalty: 3322.343506
	Iteration 48Q: 3 clusters Score -3507354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3507352.000000 Penalty: 3322.343506
	Iteration 49Q: 3 clusters Score -3507352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3507349.500000 Penalty: 3322.343506
	Iteration 50Q: 3 clusters Score -3507350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3507348.000000 Penalty: 3322.343506
	Iteration 51Q: 3 clusters Score -3507348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3507353.000000 Penalty: 3322.343506
	Iteration 52Q: 3 clusters Score -3507353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3507349.500000 Penalty: 3322.343506
	Iteration 53Q: 3 clusters Score -3507350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3507351.250000 Penalty: 3322.343506
	Iteration 54Q: 3 clusters Score -3507351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3507351.750000 Penalty: 3322.343506
	Iteration 55Q: 3 clusters Score -3507352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3507353.250000 Penalty: 3322.343506
	Iteration 56Q: 3 clusters Score -3507353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3507351.000000 Penalty: 3322.343506
	Iteration 57Q: 3 clusters Score -3507351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3507353.500000 Penalty: 3322.343506
	Iteration 58Q: 3 clusters Score -3507354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3507354.500000 Penalty: 3322.343506
	Iteration 59Q: 3 clusters Score -3507354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3507354.500000 Penalty: 3322.343506
	Iteration 60F: 3 clusters Score -3507354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115618 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43625 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117120 members 
Mstep: Class 18 contains 36882 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 23 contains 106952 members 
Mstep: Class 24 contains 27518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 359Q: 18 clusters Score -7.280821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115618 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43624 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117123 members 
Mstep: Class 18 contains 36879 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45773 members 
Mstep: Class 23 contains 106952 members 
Mstep: Class 24 contains 27518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 360F: 18 clusters Score -7.280821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115622 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43624 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117122 members 
Mstep: Class 18 contains 36877 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 23 contains 106952 members 
Mstep: Class 24 contains 27519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 361Q: 18 clusters Score -7.280821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115624 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43623 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17459 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117122 members 
Mstep: Class 18 contains 36875 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45773 members 
Mstep: Class 23 contains 106952 members 
Mstep: Class 24 contains 27520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 362Q: 18 clusters Score -7.280822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115627 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43622 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17458 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117124 members 
Mstep: Class 18 contains 36873 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45773 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 363Q: 18 clusters Score -7.280822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115629 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50375 members 
Mstep: Class 7 contains 43622 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117126 members 
Mstep: Class 18 contains 36872 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 364Q: 18 clusters Score -7.280822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115630 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50375 members 
Mstep: Class 7 contains 43622 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117127 members 
Mstep: Class 18 contains 36870 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45773 members 
Mstep: Class 23 contains 106950 members 
Mstep: Class 24 contains 27520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808176.000000 Penalty: 36656.769531
Iteration 365Q: 18 clusters Score -7.280818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115630 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50375 members 
Mstep: Class 7 contains 43622 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117128 members 
Mstep: Class 18 contains 36867 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45774 members 
Mstep: Class 23 contains 106950 members 
Mstep: Class 24 contains 27521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808176.000000 Penalty: 36656.769531
Iteration 366Q: 18 clusters Score -7.280818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115629 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50375 members 
Mstep: Class 7 contains 43622 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117129 members 
Mstep: Class 18 contains 36864 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 45776 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808184.000000 Penalty: 36656.769531
Iteration 367Q: 18 clusters Score -7.280818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115628 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43622 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117130 members 
Mstep: Class 18 contains 36863 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 45776 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 368Q: 18 clusters Score -7.280821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115628 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43622 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117131 members 
Mstep: Class 18 contains 36861 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 45775 members 
Mstep: Class 23 contains 106951 members 
Mstep: Class 24 contains 27522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 369Q: 18 clusters Score -7.280821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115631 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43622 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117130 members 
Mstep: Class 18 contains 36855 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 45774 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808152.000000 Penalty: 36656.769531
Iteration 370Q: 18 clusters Score -7.280815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115632 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43621 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117133 members 
Mstep: Class 18 contains 36850 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 45774 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808144.000000 Penalty: 36656.769531
Iteration 371Q: 18 clusters Score -7.280814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115635 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43621 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117130 members 
Mstep: Class 18 contains 36847 members 
Mstep: Class 20 contains 12321 members 
Mstep: Class 21 contains 45775 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808144.000000 Penalty: 36656.769531
Iteration 372Q: 18 clusters Score -7.280814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115638 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43621 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117131 members 
Mstep: Class 18 contains 36842 members 
Mstep: Class 20 contains 12321 members 
Mstep: Class 21 contains 45775 members 
Mstep: Class 23 contains 106953 members 
Mstep: Class 24 contains 27524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808120.000000 Penalty: 36656.769531
Iteration 373Q: 18 clusters Score -7.280812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115642 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43621 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117128 members 
Mstep: Class 18 contains 36839 members 
Mstep: Class 20 contains 12321 members 
Mstep: Class 21 contains 45774 members 
Mstep: Class 23 contains 106954 members 
Mstep: Class 24 contains 27526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808120.000000 Penalty: 36656.769531
Iteration 374Q: 18 clusters Score -7.280812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115647 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50379 members 
Mstep: Class 7 contains 43619 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117126 members 
Mstep: Class 18 contains 36835 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 45773 members 
Mstep: Class 23 contains 106955 members 
Mstep: Class 24 contains 27526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808104.000000 Penalty: 36656.769531
Iteration 375Q: 18 clusters Score -7.28081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115648 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43619 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17458 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117124 members 
Mstep: Class 18 contains 36835 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45774 members 
Mstep: Class 23 contains 106955 members 
Mstep: Class 24 contains 27526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808096.000000 Penalty: 36656.769531
Iteration 376Q: 18 clusters Score -7.28081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115650 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43616 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17458 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117124 members 
Mstep: Class 18 contains 36833 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45775 members 
Mstep: Class 23 contains 106956 members 
Mstep: Class 24 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808112.000000 Penalty: 36656.769531
Iteration 377Q: 18 clusters Score -7.280811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115651 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43615 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17456 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117124 members 
Mstep: Class 18 contains 36834 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45776 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808096.000000 Penalty: 36656.769531
Iteration 378Q: 18 clusters Score -7.28081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115654 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43613 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17455 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117120 members 
Mstep: Class 18 contains 36835 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45777 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808128.000000 Penalty: 36656.769531
Iteration 379Q: 18 clusters Score -7.280813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115654 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50376 members 
Mstep: Class 7 contains 43613 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17454 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117120 members 
Mstep: Class 18 contains 36835 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45779 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808128.000000 Penalty: 36656.769531
Iteration 380F: 18 clusters Score -7.280813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115654 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50375 members 
Mstep: Class 7 contains 43612 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17452 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117121 members 
Mstep: Class 18 contains 36835 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45780 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808128.000000 Penalty: 36656.769531
Iteration 381Q: 18 clusters Score -7.280813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115655 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50375 members 
Mstep: Class 7 contains 43611 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117125 members 
Mstep: Class 18 contains 36834 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45781 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808144.000000 Penalty: 36656.769531
Iteration 382Q: 18 clusters Score -7.280814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115656 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50377 members 
Mstep: Class 7 contains 43609 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117124 members 
Mstep: Class 18 contains 36834 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45782 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808128.000000 Penalty: 36656.769531
Iteration 383Q: 18 clusters Score -7.280813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115659 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50378 members 
Mstep: Class 7 contains 43603 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117123 members 
Mstep: Class 18 contains 36834 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45785 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808104.000000 Penalty: 36656.769531
Iteration 384Q: 18 clusters Score -7.28081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115662 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50381 members 
Mstep: Class 7 contains 43598 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117120 members 
Mstep: Class 18 contains 36834 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45786 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808112.000000 Penalty: 36656.769531
Iteration 385Q: 18 clusters Score -7.280811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115665 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50381 members 
Mstep: Class 7 contains 43597 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117119 members 
Mstep: Class 18 contains 36833 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 45788 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808144.000000 Penalty: 36656.769531
Iteration 386Q: 18 clusters Score -7.280814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115668 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50381 members 
Mstep: Class 7 contains 43596 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117117 members 
Mstep: Class 18 contains 36833 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 45788 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808112.000000 Penalty: 36656.769531
Iteration 387Q: 18 clusters Score -7.280811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115669 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50383 members 
Mstep: Class 7 contains 43596 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117114 members 
Mstep: Class 18 contains 36833 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 45788 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808112.000000 Penalty: 36656.769531
Iteration 388Q: 18 clusters Score -7.280811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115671 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50385 members 
Mstep: Class 7 contains 43593 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117113 members 
Mstep: Class 18 contains 36833 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 45788 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808128.000000 Penalty: 36656.769531
Iteration 389Q: 18 clusters Score -7.280813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115672 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50386 members 
Mstep: Class 7 contains 43591 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117112 members 
Mstep: Class 18 contains 36832 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 45790 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808120.000000 Penalty: 36656.769531
Iteration 390Q: 18 clusters Score -7.280812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115673 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50389 members 
Mstep: Class 7 contains 43587 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17451 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117111 members 
Mstep: Class 18 contains 36831 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 45791 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808088.000000 Penalty: 36656.769531
Iteration 391Q: 18 clusters Score -7.280809e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115678 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50396 members 
Mstep: Class 7 contains 43582 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17450 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117105 members 
Mstep: Class 18 contains 36828 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 45791 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808072.000000 Penalty: 36656.769531
Iteration 392Q: 18 clusters Score -7.280807e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115684 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50402 members 
Mstep: Class 7 contains 43577 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17448 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117099 members 
Mstep: Class 18 contains 36827 members 
Mstep: Class 20 contains 12328 members 
Mstep: Class 21 contains 45791 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808120.000000 Penalty: 36656.769531
Iteration 393Q: 18 clusters Score -7.280812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115690 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50408 members 
Mstep: Class 7 contains 43573 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17443 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117100 members 
Mstep: Class 18 contains 36821 members 
Mstep: Class 20 contains 12329 members 
Mstep: Class 21 contains 45792 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808104.000000 Penalty: 36656.769531
Iteration 394Q: 18 clusters Score -7.28081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115694 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50411 members 
Mstep: Class 7 contains 43570 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17442 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117101 members 
Mstep: Class 18 contains 36814 members 
Mstep: Class 20 contains 12328 members 
Mstep: Class 21 contains 45794 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808064.000000 Penalty: 36656.769531
Iteration 395Q: 18 clusters Score -7.280806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115695 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50414 members 
Mstep: Class 7 contains 43568 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17442 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117105 members 
Mstep: Class 18 contains 36812 members 
Mstep: Class 20 contains 12324 members 
Mstep: Class 21 contains 45794 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808080.000000 Penalty: 36656.769531
Iteration 396Q: 18 clusters Score -7.280808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115697 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50416 members 
Mstep: Class 7 contains 43570 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117110 members 
Mstep: Class 18 contains 36806 members 
Mstep: Class 20 contains 12321 members 
Mstep: Class 21 contains 45795 members 
Mstep: Class 23 contains 106957 members 
Mstep: Class 24 contains 27526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808096.000000 Penalty: 36656.769531
Iteration 397Q: 18 clusters Score -7.28081e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115698 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50423 members 
Mstep: Class 7 contains 43572 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117106 members 
Mstep: Class 18 contains 36798 members 
Mstep: Class 20 contains 12321 members 
Mstep: Class 21 contains 45795 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808104.000000 Penalty: 36656.769531
Iteration 398Q: 18 clusters Score -7.28081e+07 nChanged 32
Entering ConstructFrom: 
Score: -72808104.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -10636.341797 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -10636.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9898.916992 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -9898.917 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10278.582031 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -10278.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10466.249023 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -10466.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10548.005859 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -10548.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10567.225586 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -10567.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10575.119141 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -10575.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10589.618164 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -10589.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10589.618164 Penalty: 1863.335938
	Iteration 7F: 3 clusters Score -10589.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115705 members 
Entering Unmasked Estep 
Score: -14776938.000000 Penalty: 1894.554810
	Iteration 0F: 2 clusters Score -1.477694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -14706979.000000 Penalty: 3789.109619
	Iteration 0F: 3 clusters Score -1.470698e+07 nChanged 55384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -14739799.000000 Penalty: 3789.109619
	Iteration 1F: 3 clusters Score -1.47398e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -14741303.000000 Penalty: 3789.109619
	Iteration 2Q: 3 clusters Score -1.47413e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -14743124.000000 Penalty: 3789.109619
	Iteration 3Q: 3 clusters Score -1.474312e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -14745558.000000 Penalty: 3789.109619
	Iteration 4Q: 3 clusters Score -1.474556e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -14748819.000000 Penalty: 3789.109619
	Iteration 5F: 3 clusters Score -1.474882e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -14752574.000000 Penalty: 3789.109619
	Iteration 6F: 3 clusters Score -1.475257e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -14756875.000000 Penalty: 3789.109619
	Iteration 7F: 3 clusters Score -1.475688e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -14760714.000000 Penalty: 3789.109619
	Iteration 8F: 3 clusters Score -1.476071e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -14763285.000000 Penalty: 3789.109619
	Iteration 9Q: 3 clusters Score -1.476328e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -14764384.000000 Penalty: 3789.109619
	Iteration 10Q: 3 clusters Score -1.476438e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -14764813.000000 Penalty: 3789.109619
	Iteration 11Q: 3 clusters Score -1.476481e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -14765057.000000 Penalty: 3789.109619
	Iteration 12Q: 3 clusters Score -1.476506e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -14765313.000000 Penalty: 3789.109619
	Iteration 13Q: 3 clusters Score -1.476531e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -14765420.000000 Penalty: 3789.109619
	Iteration 14Q: 3 clusters Score -1.476542e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -14765615.000000 Penalty: 3789.109619
	Iteration 15Q: 3 clusters Score -1.476562e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -14765772.000000 Penalty: 3789.109619
	Iteration 16Q: 3 clusters Score -1.476577e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -14765933.000000 Penalty: 3789.109619
	Iteration 17Q: 3 clusters Score -1.476593e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -14766005.000000 Penalty: 3789.109619
	Iteration 18Q: 3 clusters Score -1.4766e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -14766182.000000 Penalty: 3789.109619
	Iteration 19Q: 3 clusters Score -1.476618e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -14766337.000000 Penalty: 3789.109619
	Iteration 20F: 3 clusters Score -1.476634e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -14766422.000000 Penalty: 3789.109619
	Iteration 21Q: 3 clusters Score -1.476642e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -14766495.000000 Penalty: 3789.109619
	Iteration 22Q: 3 clusters Score -1.47665e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -14766580.000000 Penalty: 3789.109619
	Iteration 23Q: 3 clusters Score -1.476658e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -14766732.000000 Penalty: 3789.109619
	Iteration 24Q: 3 clusters Score -1.476673e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -14766830.000000 Penalty: 3789.109619
	Iteration 25Q: 3 clusters Score -1.476683e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -14766943.000000 Penalty: 3789.109619
	Iteration 26Q: 3 clusters Score -1.476694e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -14767056.000000 Penalty: 3789.109619
	Iteration 27Q: 3 clusters Score -1.476706e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -14767139.000000 Penalty: 3789.109619
	Iteration 28Q: 3 clusters Score -1.476714e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -14767192.000000 Penalty: 3789.109619
	Iteration 29Q: 3 clusters Score -1.476719e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -14767293.000000 Penalty: 3789.109619
	Iteration 30Q: 3 clusters Score -1.476729e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
Score: -14767358.000000 Penalty: 3789.109619
	Iteration 31Q: 3 clusters Score -1.476736e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -14767486.000000 Penalty: 3789.109619
	Iteration 32Q: 3 clusters Score -1.476749e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -14767537.000000 Penalty: 3789.109619
	Iteration 33Q: 3 clusters Score -1.476754e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -14767628.000000 Penalty: 3789.109619
	Iteration 34Q: 3 clusters Score -1.476763e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -14767773.000000 Penalty: 3789.109619
	Iteration 35Q: 3 clusters Score -1.476777e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -14767941.000000 Penalty: 3789.109619
	Iteration 36Q: 3 clusters Score -1.476794e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -14768077.000000 Penalty: 3789.109619
	Iteration 37Q: 3 clusters Score -1.476808e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -14768262.000000 Penalty: 3789.109619
	Iteration 38Q: 3 clusters Score -1.476826e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -14768500.000000 Penalty: 3789.109619
	Iteration 39Q: 3 clusters Score -1.47685e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -14768803.000000 Penalty: 3789.109619
	Iteration 40F: 3 clusters Score -1.47688e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -14769045.000000 Penalty: 3789.109619
	Iteration 41Q: 3 clusters Score -1.476904e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -14769313.000000 Penalty: 3789.109619
	Iteration 42Q: 3 clusters Score -1.476931e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -14769642.000000 Penalty: 3789.109619
	Iteration 43Q: 3 clusters Score -1.476964e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -14769953.000000 Penalty: 3789.109619
	Iteration 44Q: 3 clusters Score -1.476995e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -14770358.000000 Penalty: 3789.109619
	Iteration 45Q: 3 clusters Score -1.477036e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -14770732.000000 Penalty: 3789.109619
	Iteration 46Q: 3 clusters Score -1.477073e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 83492 members 
Entering Unmasked Estep 
Score: -14771200.000000 Penalty: 3789.109619
	Iteration 47Q: 3 clusters Score -1.47712e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -14771635.000000 Penalty: 3789.109619
	Iteration 48Q: 3 clusters Score -1.477164e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -14772216.000000 Penalty: 3789.109619
	Iteration 49Q: 3 clusters Score -1.477222e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -14772783.000000 Penalty: 3789.109619
	Iteration 50Q: 3 clusters Score -1.477278e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -14773392.000000 Penalty: 3789.109619
	Iteration 51Q: 3 clusters Score -1.477339e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -14773861.000000 Penalty: 3789.109619
	Iteration 52Q: 3 clusters Score -1.477386e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -14774311.000000 Penalty: 3789.109619
	Iteration 53Q: 3 clusters Score -1.477431e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -14774854.000000 Penalty: 3789.109619
	Iteration 54Q: 3 clusters Score -1.477485e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -14775287.000000 Penalty: 3789.109619
	Iteration 55Q: 3 clusters Score -1.477529e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -14775691.000000 Penalty: 3789.109619
	Iteration 56Q: 3 clusters Score -1.477569e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -14776118.000000 Penalty: 3789.109619
	Iteration 57Q: 3 clusters Score -1.477612e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 102477 members 
Entering Unmasked Estep 
Score: -14776429.000000 Penalty: 3789.109619
	Iteration 58Q: 3 clusters Score -1.477643e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 104552 members 
Entering Unmasked Estep 
Score: -14776580.000000 Penalty: 3789.109619
	Iteration 59Q: 3 clusters Score -1.477658e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -14776960.000000 Penalty: 3789.109619
	Iteration 60F: 3 clusters Score -1.477696e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -14777195.000000 Penalty: 3789.109619
	Iteration 61Q: 3 clusters Score -1.47772e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 109892 members 
Entering Unmasked Estep 
Score: -14777286.000000 Penalty: 3789.109619
	Iteration 62Q: 3 clusters Score -1.477729e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 111139 members 
Entering Unmasked Estep 
Score: -14777301.000000 Penalty: 3789.109619
	Iteration 63Q: 3 clusters Score -1.47773e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 112112 members 
Entering Unmasked Estep 
Score: -14777005.000000 Penalty: 3789.109619
	Iteration 64Q: 3 clusters Score -1.4777e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 112835 members 
Entering Unmasked Estep 
Score: -14776836.000000 Penalty: 3789.109619
	Iteration 65Q: 3 clusters Score -1.477684e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 113405 members 
Entering Unmasked Estep 
Score: -14776609.000000 Penalty: 3789.109619
	Iteration 66Q: 3 clusters Score -1.477661e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 113851 members 
Entering Unmasked Estep 
Score: -14776422.000000 Penalty: 3789.109619
	Iteration 67Q: 3 clusters Score -1.477642e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -14776267.000000 Penalty: 3789.109619
	Iteration 68Q: 3 clusters Score -1.477627e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -14776168.000000 Penalty: 3789.109619
	Iteration 69Q: 3 clusters Score -1.477617e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 114711 members 
Entering Unmasked Estep 
Score: -14776043.000000 Penalty: 3789.109619
	Iteration 70Q: 3 clusters Score -1.477604e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 114878 members 
Entering Unmasked Estep 
Score: -14775959.000000 Penalty: 3789.109619
	Iteration 71Q: 3 clusters Score -1.477596e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 115009 members 
Entering Unmasked Estep 
Score: -14775902.000000 Penalty: 3789.109619
	Iteration 72Q: 3 clusters Score -1.47759e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 115106 members 
Entering Unmasked Estep 
Score: -14775848.000000 Penalty: 3789.109619
	Iteration 73Q: 3 clusters Score -1.477585e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -14775795.000000 Penalty: 3789.109619
	Iteration 74Q: 3 clusters Score -1.47758e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -14775801.000000 Penalty: 3789.109619
	Iteration 75Q: 3 clusters Score -1.47758e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -14775804.000000 Penalty: 3789.109619
	Iteration 76Q: 3 clusters Score -1.47758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -14775795.000000 Penalty: 3789.109619
	Iteration 77Q: 3 clusters Score -1.47758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -14775783.000000 Penalty: 3789.109619
	Iteration 78Q: 3 clusters Score -1.477578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 115301 members 
Entering Unmasked Estep 
Score: -14775796.000000 Penalty: 3789.109619
	Iteration 79Q: 3 clusters Score -1.47758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -14775793.000000 Penalty: 3789.109619
	Iteration 80F: 3 clusters Score -1.477579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -14775794.000000 Penalty: 3789.109619
	Iteration 81Q: 3 clusters Score -1.477579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -14775785.000000 Penalty: 3789.109619
	Iteration 82Q: 3 clusters Score -1.477578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -14775793.000000 Penalty: 3789.109619
	Iteration 83Q: 3 clusters Score -1.477579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -14775778.000000 Penalty: 3789.109619
	Iteration 84Q: 3 clusters Score -1.477578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -14775778.000000 Penalty: 3789.109619
	Iteration 85F: 3 clusters Score -1.477578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -67285.812500 Penalty: 1051.253174
	Iteration 0F: 2 clusters Score -67285.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66133.390625 Penalty: 2102.506348
	Iteration 0F: 3 clusters Score -66133.39 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66363.742188 Penalty: 2102.506348
	Iteration 1F: 3 clusters Score -66363.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66436.085938 Penalty: 2102.506348
	Iteration 2F: 3 clusters Score -66436.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66469.273438 Penalty: 2102.506348
	Iteration 3Q: 3 clusters Score -66469.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66497.703125 Penalty: 2102.506348
	Iteration 4Q: 3 clusters Score -66497.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66549.781250 Penalty: 2102.506348
	Iteration 5Q: 3 clusters Score -66549.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66607.085938 Penalty: 2102.506348
	Iteration 6Q: 3 clusters Score -66607.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66694.000000 Penalty: 2102.506348
	Iteration 7Q: 3 clusters Score -66694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66780.304688 Penalty: 2102.506348
	Iteration 8Q: 3 clusters Score -66780.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66891.140625 Penalty: 2102.506348
	Iteration 9Q: 3 clusters Score -66891.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66983.296875 Penalty: 2102.506348
	Iteration 10Q: 3 clusters Score -66983.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67093.835938 Penalty: 2102.506348
	Iteration 11Q: 3 clusters Score -67093.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67200.218750 Penalty: 2102.506348
	Iteration 12F: 3 clusters Score -67200.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67251.500000 Penalty: 2102.506348
	Iteration 13Q: 3 clusters Score -67251.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67267.468750 Penalty: 2102.506348
	Iteration 14Q: 3 clusters Score -67267.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67280.804688 Penalty: 2102.506348
	Iteration 15Q: 3 clusters Score -67280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67297.289062 Penalty: 2102.506348
	Iteration 16Q: 3 clusters Score -67297.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67308.914062 Penalty: 2102.506348
	Iteration 17Q: 3 clusters Score -67308.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67310.289062 Penalty: 2102.506348
	Iteration 18Q: 3 clusters Score -67310.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67313.609375 Penalty: 2102.506348
	Iteration 19Q: 3 clusters Score -67313.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67313.609375 Penalty: 2102.506348
	Iteration 20F: 3 clusters Score -67313.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 249 members 
Mstep: Class 3 contains 115705 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50421 members 
Mstep: Class 7 contains 43575 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117103 members 
Mstep: Class 18 contains 36790 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 45798 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27527 members 
Entering Unmasked Estep 
Score: -72806976.000000 Penalty: 38813.050781
Splitting cluster 4 changes total score from -72808104.000000 to -72806976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -21987.816406 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -21987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21176.156250 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -21176.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21493.646484 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -21493.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21674.003906 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -21674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21757.283203 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -21757.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21809.742188 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21809.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21867.320312 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21867.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21900.953125 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -21900.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21900.953125 Penalty: 1868.552734
	Iteration 7F: 3 clusters Score -21900.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Entering Unmasked Estep 
Score: -6468622.000000 Penalty: 1759.576538
	Iteration 0F: 2 clusters Score -6468622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6434874.000000 Penalty: 3519.153076
	Iteration 0F: 3 clusters Score -6434874 nChanged 23674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6448635.000000 Penalty: 3519.153076
	Iteration 1F: 3 clusters Score -6448635 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -6449441.500000 Penalty: 3519.153076
	Iteration 2Q: 3 clusters Score -6449442 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -6450611.500000 Penalty: 3519.153076
	Iteration 3Q: 3 clusters Score -6450612 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -6452580.500000 Penalty: 3519.153076
	Iteration 4F: 3 clusters Score -6452580 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -6455415.000000 Penalty: 3519.153076
	Iteration 5F: 3 clusters Score -6455415 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -6458809.500000 Penalty: 3519.153076
	Iteration 6F: 3 clusters Score -6458810 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -6462065.000000 Penalty: 3519.153076
	Iteration 7F: 3 clusters Score -6462065 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -6464385.000000 Penalty: 3519.153076
	Iteration 8Q: 3 clusters Score -6464385 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6465788.000000 Penalty: 3519.153076
	Iteration 9Q: 3 clusters Score -6465788 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6466468.000000 Penalty: 3519.153076
	Iteration 10Q: 3 clusters Score -6466468 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6466809.500000 Penalty: 3519.153076
	Iteration 11Q: 3 clusters Score -6466810 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6466985.500000 Penalty: 3519.153076
	Iteration 12Q: 3 clusters Score -6466986 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6467075.000000 Penalty: 3519.153076
	Iteration 13Q: 3 clusters Score -6467075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6467120.000000 Penalty: 3519.153076
	Iteration 14Q: 3 clusters Score -6467120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6467143.500000 Penalty: 3519.153076
	Iteration 15Q: 3 clusters Score -6467144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6467157.000000 Penalty: 3519.153076
	Iteration 16Q: 3 clusters Score -6467157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6467182.500000 Penalty: 3519.153076
	Iteration 17Q: 3 clusters Score -6467182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6467183.500000 Penalty: 3519.153076
	Iteration 18Q: 3 clusters Score -6467184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6467191.500000 Penalty: 3519.153076
	Iteration 19Q: 3 clusters Score -6467192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6467202.000000 Penalty: 3519.153076
	Iteration 20F: 3 clusters Score -6467202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6467203.500000 Penalty: 3519.153076
	Iteration 21Q: 3 clusters Score -6467204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6467206.000000 Penalty: 3519.153076
	Iteration 22Q: 3 clusters Score -6467206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6467209.500000 Penalty: 3519.153076
	Iteration 23Q: 3 clusters Score -6467210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6467206.500000 Penalty: 3519.153076
	Iteration 24Q: 3 clusters Score -6467206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6467201.500000 Penalty: 3519.153076
	Iteration 25Q: 3 clusters Score -6467202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6467206.000000 Penalty: 3519.153076
	Iteration 26Q: 3 clusters Score -6467206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6467198.000000 Penalty: 3519.153076
	Iteration 27Q: 3 clusters Score -6467198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6467200.500000 Penalty: 3519.153076
	Iteration 28Q: 3 clusters Score -6467200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6467200.000000 Penalty: 3519.153076
	Iteration 29Q: 3 clusters Score -6467200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6467202.500000 Penalty: 3519.153076
	Iteration 30Q: 3 clusters Score -6467202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6467206.500000 Penalty: 3519.153076
	Iteration 31Q: 3 clusters Score -6467206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6467205.500000 Penalty: 3519.153076
	Iteration 32Q: 3 clusters Score -6467206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6467209.000000 Penalty: 3519.153076
	Iteration 33Q: 3 clusters Score -6467209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6467205.000000 Penalty: 3519.153076
	Iteration 34Q: 3 clusters Score -6467205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6467205.000000 Penalty: 3519.153076
	Iteration 35F: 3 clusters Score -6467205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Entering Unmasked Estep 
Score: -5596169.500000 Penalty: 1735.863770
	Iteration 0F: 2 clusters Score -5596170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -5567124.000000 Penalty: 3471.727539
	Iteration 0F: 3 clusters Score -5567124 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5578993.000000 Penalty: 3471.727539
	Iteration 1F: 3 clusters Score -5578993 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -5580237.000000 Penalty: 3471.727539
	Iteration 2F: 3 clusters Score -5580237 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -5582375.000000 Penalty: 3471.727539
	Iteration 3F: 3 clusters Score -5582375 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -5585404.500000 Penalty: 3471.727539
	Iteration 4F: 3 clusters Score -5585404 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -5588894.000000 Penalty: 3471.727539
	Iteration 5F: 3 clusters Score -5588894 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -5591533.500000 Penalty: 3471.727539
	Iteration 6F: 3 clusters Score -5591534 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -5593023.500000 Penalty: 3471.727539
	Iteration 7Q: 3 clusters Score -5593024 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5593727.500000 Penalty: 3471.727539
	Iteration 8Q: 3 clusters Score -5593728 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5594099.000000 Penalty: 3471.727539
	Iteration 9Q: 3 clusters Score -5594099 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5594339.500000 Penalty: 3471.727539
	Iteration 10Q: 3 clusters Score -5594340 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5594517.500000 Penalty: 3471.727539
	Iteration 11Q: 3 clusters Score -5594518 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5594660.500000 Penalty: 3471.727539
	Iteration 12Q: 3 clusters Score -5594660 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5594779.500000 Penalty: 3471.727539
	Iteration 13Q: 3 clusters Score -5594780 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5594850.500000 Penalty: 3471.727539
	Iteration 14Q: 3 clusters Score -5594850 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5594922.000000 Penalty: 3471.727539
	Iteration 15Q: 3 clusters Score -5594922 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5594962.000000 Penalty: 3471.727539
	Iteration 16Q: 3 clusters Score -5594962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5594991.000000 Penalty: 3471.727539
	Iteration 17Q: 3 clusters Score -5594991 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5595018.000000 Penalty: 3471.727539
	Iteration 18Q: 3 clusters Score -5595018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5595039.500000 Penalty: 3471.727539
	Iteration 19Q: 3 clusters Score -5595040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5595050.000000 Penalty: 3471.727539
	Iteration 20F: 3 clusters Score -5595050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5595069.000000 Penalty: 3471.727539
	Iteration 21Q: 3 clusters Score -5595069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5595077.000000 Penalty: 3471.727539
	Iteration 22Q: 3 clusters Score -5595077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5595074.000000 Penalty: 3471.727539
	Iteration 23Q: 3 clusters Score -5595074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5595084.000000 Penalty: 3471.727539
	Iteration 24Q: 3 clusters Score -5595084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5595090.000000 Penalty: 3471.727539
	Iteration 25Q: 3 clusters Score -5595090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5595085.500000 Penalty: 3471.727539
	Iteration 26Q: 3 clusters Score -5595086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5595085.500000 Penalty: 3471.727539
	Iteration 27Q: 3 clusters Score -5595086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5595107.500000 Penalty: 3471.727539
	Iteration 28Q: 3 clusters Score -5595108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5595099.000000 Penalty: 3471.727539
	Iteration 29Q: 3 clusters Score -5595099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5595104.000000 Penalty: 3471.727539
	Iteration 30Q: 3 clusters Score -5595104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5595104.000000 Penalty: 3471.727539
	Iteration 31F: 3 clusters Score -5595104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -34237.410156 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -34237.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33383.550781 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -33383.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33536.906250 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -33536.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33656.437500 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -33656.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33725.808594 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -33725.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -33759.304688 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -33759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -33824.699219 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -33824.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33879.527344 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -33879.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33887.558594 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -33887.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33888.414062 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -33888.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33888.414062 Penalty: 1854.810913
	Iteration 9F: 3 clusters Score -33888.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Entering Unmasked Estep 
Score: -2187259.000000 Penalty: 1587.069092
	Iteration 0F: 2 clusters Score -2187259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2175202.500000 Penalty: 3174.138184
	Iteration 0F: 3 clusters Score -2175202 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2179327.500000 Penalty: 3174.138184
	Iteration 1F: 3 clusters Score -2179328 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2179555.750000 Penalty: 3174.138184
	Iteration 2Q: 3 clusters Score -2179556 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2179769.500000 Penalty: 3174.138184
	Iteration 3Q: 3 clusters Score -2179770 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2179963.750000 Penalty: 3174.138184
	Iteration 4Q: 3 clusters Score -2179964 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2180190.500000 Penalty: 3174.138184
	Iteration 5Q: 3 clusters Score -2180190 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2180404.750000 Penalty: 3174.138184
	Iteration 6Q: 3 clusters Score -2180405 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2180680.500000 Penalty: 3174.138184
	Iteration 7Q: 3 clusters Score -2180680 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2181064.250000 Penalty: 3174.138184
	Iteration 8Q: 3 clusters Score -2181064 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2181584.750000 Penalty: 3174.138184
	Iteration 9F: 3 clusters Score -2181585 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2182271.000000 Penalty: 3174.138184
	Iteration 10F: 3 clusters Score -2182271 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2183041.750000 Penalty: 3174.138184
	Iteration 11F: 3 clusters Score -2183042 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2183816.750000 Penalty: 3174.138184
	Iteration 12F: 3 clusters Score -2183817 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2184555.250000 Penalty: 3174.138184
	Iteration 13Q: 3 clusters Score -2184555 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2185108.750000 Penalty: 3174.138184
	Iteration 14Q: 3 clusters Score -2185109 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2185441.500000 Penalty: 3174.138184
	Iteration 15Q: 3 clusters Score -2185442 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2185635.000000 Penalty: 3174.138184
	Iteration 16Q: 3 clusters Score -2185635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2185744.250000 Penalty: 3174.138184
	Iteration 17Q: 3 clusters Score -2185744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2185814.500000 Penalty: 3174.138184
	Iteration 18Q: 3 clusters Score -2185814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2185850.500000 Penalty: 3174.138184
	Iteration 19Q: 3 clusters Score -2185850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2185871.500000 Penalty: 3174.138184
	Iteration 20F: 3 clusters Score -2185872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2185881.250000 Penalty: 3174.138184
	Iteration 21Q: 3 clusters Score -2185881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2185891.000000 Penalty: 3174.138184
	Iteration 22Q: 3 clusters Score -2185891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2185893.000000 Penalty: 3174.138184
	Iteration 23Q: 3 clusters Score -2185893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2185894.750000 Penalty: 3174.138184
	Iteration 24Q: 3 clusters Score -2185895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2185901.250000 Penalty: 3174.138184
	Iteration 25Q: 3 clusters Score -2185901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2185902.500000 Penalty: 3174.138184
	Iteration 26Q: 3 clusters Score -2185902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2185903.750000 Penalty: 3174.138184
	Iteration 27Q: 3 clusters Score -2185904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2185905.250000 Penalty: 3174.138184
	Iteration 28Q: 3 clusters Score -2185905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2185905.250000 Penalty: 3174.138184
	Iteration 29F: 3 clusters Score -2185905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -401833.781250 Penalty: 1316.374756
	Iteration 0F: 2 clusters Score -401833.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -398899.406250 Penalty: 2632.749512
	Iteration 0F: 3 clusters Score -398899.4 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -399650.531250 Penalty: 2632.749512
	Iteration 1F: 3 clusters Score -399650.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -399892.812500 Penalty: 2632.749512
	Iteration 2F: 3 clusters Score -399892.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -400066.250000 Penalty: 2632.749512
	Iteration 3F: 3 clusters Score -400066.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -400183.406250 Penalty: 2632.749512
	Iteration 4Q: 3 clusters Score -400183.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -400308.093750 Penalty: 2632.749512
	Iteration 5Q: 3 clusters Score -400308.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -400408.281250 Penalty: 2632.749512
	Iteration 6Q: 3 clusters Score -400408.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -400513.750000 Penalty: 2632.749512
	Iteration 7Q: 3 clusters Score -400513.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -400637.968750 Penalty: 2632.749512
	Iteration 8Q: 3 clusters Score -400638 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -400785.687500 Penalty: 2632.749512
	Iteration 9Q: 3 clusters Score -400785.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -400895.468750 Penalty: 2632.749512
	Iteration 10Q: 3 clusters Score -400895.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -400992.593750 Penalty: 2632.749512
	Iteration 11Q: 3 clusters Score -400992.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -401050.750000 Penalty: 2632.749512
	Iteration 12Q: 3 clusters Score -401050.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -401086.875000 Penalty: 2632.749512
	Iteration 13Q: 3 clusters Score -401086.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -401103.968750 Penalty: 2632.749512
	Iteration 14Q: 3 clusters Score -401104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -401115.343750 Penalty: 2632.749512
	Iteration 15Q: 3 clusters Score -401115.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -401123.875000 Penalty: 2632.749512
	Iteration 16Q: 3 clusters Score -401123.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -401132.031250 Penalty: 2632.749512
	Iteration 17Q: 3 clusters Score -401132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -401135.093750 Penalty: 2632.749512
	Iteration 18Q: 3 clusters Score -401135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -401135.031250 Penalty: 2632.749512
	Iteration 19Q: 3 clusters Score -401135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -401135.031250 Penalty: 2632.749512
	Iteration 20F: 3 clusters Score -401135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30174.152344 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -30174.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29305.111328 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -29305.11 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29498.402344 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -29498.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29657.548828 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -29657.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29699.392578 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -29699.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29741.474609 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -29741.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29749.718750 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -29749.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29754.847656 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -29754.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29756.333984 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -29756.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29756.333984 Penalty: 1903.828247
	Iteration 8F: 3 clusters Score -29756.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -30651.416016 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -30651.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29774.453125 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -29774.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29990.423828 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -29990.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30098.177734 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -30098.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30180.064453 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -30180.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30206.919922 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -30206.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30217.695312 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -30217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30228.681641 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -30228.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30241.244141 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -30241.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30254.728516 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -30254.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30290.083984 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -30290.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30339.917969 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -30339.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30426.441406 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -30426.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30490.359375 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -30490.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30535.289062 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -30535.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30539.689453 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -30539.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30543.527344 Penalty: 1863.335938
	Iteration 15Q: 3 clusters Score -30543.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30545.894531 Penalty: 1863.335938
	Iteration 16Q: 3 clusters Score -30545.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30546.623047 Penalty: 1863.335938
	Iteration 17Q: 3 clusters Score -30546.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30547.320312 Penalty: 1863.335938
	Iteration 18F: 3 clusters Score -30547.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30549.457031 Penalty: 1863.335938
	Iteration 19Q: 3 clusters Score -30549.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30549.457031 Penalty: 1863.335938
	Iteration 20F: 3 clusters Score -30549.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Entering Unmasked Estep 
Score: -14901117.000000 Penalty: 1896.506470
	Iteration 0F: 2 clusters Score -1.490112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -14827293.000000 Penalty: 3793.012939
	Iteration 0F: 3 clusters Score -1.482729e+07 nChanged 56329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -14860126.000000 Penalty: 3793.012939
	Iteration 1F: 3 clusters Score -1.486013e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -14860974.000000 Penalty: 3793.012939
	Iteration 2Q: 3 clusters Score -1.486097e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -14862063.000000 Penalty: 3793.012939
	Iteration 3Q: 3 clusters Score -1.486206e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -14863336.000000 Penalty: 3793.012939
	Iteration 4Q: 3 clusters Score -1.486334e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -14865341.000000 Penalty: 3793.012939
	Iteration 5Q: 3 clusters Score -1.486534e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -14867953.000000 Penalty: 3793.012939
	Iteration 6Q: 3 clusters Score -1.486795e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -14871307.000000 Penalty: 3793.012939
	Iteration 7F: 3 clusters Score -1.487131e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -14875629.000000 Penalty: 3793.012939
	Iteration 8F: 3 clusters Score -1.487563e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -14880191.000000 Penalty: 3793.012939
	Iteration 9F: 3 clusters Score -1.488019e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -14883657.000000 Penalty: 3793.012939
	Iteration 10F: 3 clusters Score -1.488366e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -14885447.000000 Penalty: 3793.012939
	Iteration 11Q: 3 clusters Score -1.488545e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -14886195.000000 Penalty: 3793.012939
	Iteration 12Q: 3 clusters Score -1.48862e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -14886467.000000 Penalty: 3793.012939
	Iteration 13Q: 3 clusters Score -1.488647e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -14886719.000000 Penalty: 3793.012939
	Iteration 14Q: 3 clusters Score -1.488672e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -14887026.000000 Penalty: 3793.012939
	Iteration 15Q: 3 clusters Score -1.488703e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -14887295.000000 Penalty: 3793.012939
	Iteration 16Q: 3 clusters Score -1.48873e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -14887649.000000 Penalty: 3793.012939
	Iteration 17Q: 3 clusters Score -1.488765e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -14887898.000000 Penalty: 3793.012939
	Iteration 18Q: 3 clusters Score -1.48879e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -14888333.000000 Penalty: 3793.012939
	Iteration 19Q: 3 clusters Score -1.488833e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -14888674.000000 Penalty: 3793.012939
	Iteration 20F: 3 clusters Score -1.488867e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -14889094.000000 Penalty: 3793.012939
	Iteration 21Q: 3 clusters Score -1.488909e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -14889612.000000 Penalty: 3793.012939
	Iteration 22Q: 3 clusters Score -1.488961e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -14890276.000000 Penalty: 3793.012939
	Iteration 23Q: 3 clusters Score -1.489028e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -14890965.000000 Penalty: 3793.012939
	Iteration 24Q: 3 clusters Score -1.489096e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -14891731.000000 Penalty: 3793.012939
	Iteration 25Q: 3 clusters Score -1.489173e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -14892467.000000 Penalty: 3793.012939
	Iteration 26Q: 3 clusters Score -1.489247e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -14893195.000000 Penalty: 3793.012939
	Iteration 27Q: 3 clusters Score -1.48932e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 95702 members 
Entering Unmasked Estep 
Score: -14894063.000000 Penalty: 3793.012939
	Iteration 28Q: 3 clusters Score -1.489406e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -14894820.000000 Penalty: 3793.012939
	Iteration 29Q: 3 clusters Score -1.489482e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 99691 members 
Entering Unmasked Estep 
Score: -14895407.000000 Penalty: 3793.012939
	Iteration 30Q: 3 clusters Score -1.489541e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -14896004.000000 Penalty: 3793.012939
	Iteration 31Q: 3 clusters Score -1.4896e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -14896487.000000 Penalty: 3793.012939
	Iteration 32Q: 3 clusters Score -1.489649e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -14896993.000000 Penalty: 3793.012939
	Iteration 33Q: 3 clusters Score -1.489699e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -14897446.000000 Penalty: 3793.012939
	Iteration 34Q: 3 clusters Score -1.489745e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 106751 members 
Entering Unmasked Estep 
Score: -14897797.000000 Penalty: 3793.012939
	Iteration 35Q: 3 clusters Score -1.48978e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -14898057.000000 Penalty: 3793.012939
	Iteration 36Q: 3 clusters Score -1.489806e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 108642 members 
Entering Unmasked Estep 
Score: -14898340.000000 Penalty: 3793.012939
	Iteration 37Q: 3 clusters Score -1.489834e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -14898536.000000 Penalty: 3793.012939
	Iteration 38Q: 3 clusters Score -1.489854e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -14898707.000000 Penalty: 3793.012939
	Iteration 39Q: 3 clusters Score -1.489871e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 110679 members 
Entering Unmasked Estep 
Score: -14898808.000000 Penalty: 3793.012939
	Iteration 40F: 3 clusters Score -1.489881e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -14898895.000000 Penalty: 3793.012939
	Iteration 41Q: 3 clusters Score -1.48989e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 111608 members 
Entering Unmasked Estep 
Score: -14899004.000000 Penalty: 3793.012939
	Iteration 42Q: 3 clusters Score -1.4899e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 111954 members 
Entering Unmasked Estep 
Score: -14899057.000000 Penalty: 3793.012939
	Iteration 43Q: 3 clusters Score -1.489906e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 112261 members 
Entering Unmasked Estep 
Score: -14899102.000000 Penalty: 3793.012939
	Iteration 44Q: 3 clusters Score -1.48991e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 112530 members 
Entering Unmasked Estep 
Score: -14899139.000000 Penalty: 3793.012939
	Iteration 45Q: 3 clusters Score -1.489914e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -14899236.000000 Penalty: 3793.012939
	Iteration 46Q: 3 clusters Score -1.489924e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 113034 members 
Entering Unmasked Estep 
Score: -14899244.000000 Penalty: 3793.012939
	Iteration 47Q: 3 clusters Score -1.489924e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 113255 members 
Entering Unmasked Estep 
Score: -14899297.000000 Penalty: 3793.012939
	Iteration 48Q: 3 clusters Score -1.48993e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -14899337.000000 Penalty: 3793.012939
	Iteration 49Q: 3 clusters Score -1.489934e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 113635 members 
Entering Unmasked Estep 
Score: -14899369.000000 Penalty: 3793.012939
	Iteration 50Q: 3 clusters Score -1.489937e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 113766 members 
Entering Unmasked Estep 
Score: -14899354.000000 Penalty: 3793.012939
	Iteration 51Q: 3 clusters Score -1.489935e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -14899409.000000 Penalty: 3793.012939
	Iteration 52Q: 3 clusters Score -1.489941e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -14899403.000000 Penalty: 3793.012939
	Iteration 53Q: 3 clusters Score -1.48994e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 114067 members 
Entering Unmasked Estep 
Score: -14899437.000000 Penalty: 3793.012939
	Iteration 54Q: 3 clusters Score -1.489944e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
Score: -14899438.000000 Penalty: 3793.012939
	Iteration 55Q: 3 clusters Score -1.489944e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -14899423.000000 Penalty: 3793.012939
	Iteration 56Q: 3 clusters Score -1.489942e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 114301 members 
Entering Unmasked Estep 
Score: -14899430.000000 Penalty: 3793.012939
	Iteration 57Q: 3 clusters Score -1.489943e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -14899449.000000 Penalty: 3793.012939
	Iteration 58Q: 3 clusters Score -1.489945e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -14899458.000000 Penalty: 3793.012939
	Iteration 59Q: 3 clusters Score -1.489946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -14899479.000000 Penalty: 3793.012939
	Iteration 60F: 3 clusters Score -1.489948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 114481 members 
Entering Unmasked Estep 
Score: -14899465.000000 Penalty: 3793.012939
	Iteration 61Q: 3 clusters Score -1.489946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 114518 members 
Entering Unmasked Estep 
Score: -14899481.000000 Penalty: 3793.012939
	Iteration 62Q: 3 clusters Score -1.489948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -14899502.000000 Penalty: 3793.012939
	Iteration 63Q: 3 clusters Score -1.48995e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 114578 members 
Entering Unmasked Estep 
Score: -14899490.000000 Penalty: 3793.012939
	Iteration 64Q: 3 clusters Score -1.489949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 114602 members 
Entering Unmasked Estep 
Score: -14899486.000000 Penalty: 3793.012939
	Iteration 65Q: 3 clusters Score -1.489949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -14899510.000000 Penalty: 3793.012939
	Iteration 66Q: 3 clusters Score -1.489951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 114648 members 
Entering Unmasked Estep 
Score: -14899513.000000 Penalty: 3793.012939
	Iteration 67Q: 3 clusters Score -1.489951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 114669 members 
Entering Unmasked Estep 
Score: -14899510.000000 Penalty: 3793.012939
	Iteration 68Q: 3 clusters Score -1.489951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 114684 members 
Entering Unmasked Estep 
Score: -14899520.000000 Penalty: 3793.012939
	Iteration 69Q: 3 clusters Score -1.489952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -14899519.000000 Penalty: 3793.012939
	Iteration 70Q: 3 clusters Score -1.489952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -14899537.000000 Penalty: 3793.012939
	Iteration 71Q: 3 clusters Score -1.489954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 114713 members 
Entering Unmasked Estep 
Score: -14899530.000000 Penalty: 3793.012939
	Iteration 72Q: 3 clusters Score -1.489953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 114719 members 
Entering Unmasked Estep 
Score: -14899528.000000 Penalty: 3793.012939
	Iteration 73Q: 3 clusters Score -1.489953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 114726 members 
Entering Unmasked Estep 
Score: -14899535.000000 Penalty: 3793.012939
	Iteration 74Q: 3 clusters Score -1.489954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -14899531.000000 Penalty: 3793.012939
	Iteration 75Q: 3 clusters Score -1.489953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -14899530.000000 Penalty: 3793.012939
	Iteration 76Q: 3 clusters Score -1.489953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 114748 members 
Entering Unmasked Estep 
Score: -14899530.000000 Penalty: 3793.012939
	Iteration 77Q: 3 clusters Score -1.489953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -14899542.000000 Penalty: 3793.012939
	Iteration 78Q: 3 clusters Score -1.489954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 114762 members 
Entering Unmasked Estep 
Score: -14899544.000000 Penalty: 3793.012939
	Iteration 79Q: 3 clusters Score -1.489954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -14899543.000000 Penalty: 3793.012939
	Iteration 80F: 3 clusters Score -1.489954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -14899545.000000 Penalty: 3793.012939
	Iteration 81Q: 3 clusters Score -1.489954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 114788 members 
Entering Unmasked Estep 
Score: -14899556.000000 Penalty: 3793.012939
	Iteration 82Q: 3 clusters Score -1.489956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -14899559.000000 Penalty: 3793.012939
	Iteration 83Q: 3 clusters Score -1.489956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 114810 members 
Entering Unmasked Estep 
Score: -14899560.000000 Penalty: 3793.012939
	Iteration 84Q: 3 clusters Score -1.489956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 114818 members 
Entering Unmasked Estep 
Score: -14899552.000000 Penalty: 3793.012939
	Iteration 85Q: 3 clusters Score -1.489955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -14899553.000000 Penalty: 3793.012939
	Iteration 86Q: 3 clusters Score -1.489955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 114833 members 
Entering Unmasked Estep 
Score: -14899538.000000 Penalty: 3793.012939
	Iteration 87Q: 3 clusters Score -1.489954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 114839 members 
Entering Unmasked Estep 
Score: -14899548.000000 Penalty: 3793.012939
	Iteration 88Q: 3 clusters Score -1.489955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 114842 members 
Entering Unmasked Estep 
Score: -14899544.000000 Penalty: 3793.012939
	Iteration 89Q: 3 clusters Score -1.489954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 114848 members 
Entering Unmasked Estep 
Score: -14899543.000000 Penalty: 3793.012939
	Iteration 90Q: 3 clusters Score -1.489954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -14899534.000000 Penalty: 3793.012939
	Iteration 91Q: 3 clusters Score -1.489953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -14899549.000000 Penalty: 3793.012939
	Iteration 92Q: 3 clusters Score -1.489955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -14899549.000000 Penalty: 3793.012939
	Iteration 93Q: 3 clusters Score -1.489955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 114868 members 
Entering Unmasked Estep 
Score: -14899545.000000 Penalty: 3793.012939
	Iteration 94Q: 3 clusters Score -1.489954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 114871 members 
Entering Unmasked Estep 
Score: -14899538.000000 Penalty: 3793.012939
	Iteration 95Q: 3 clusters Score -1.489954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 114874 members 
Entering Unmasked Estep 
Score: -14899546.000000 Penalty: 3793.012939
	Iteration 96Q: 3 clusters Score -1.489955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 114875 members 
Entering Unmasked Estep 
Score: -14899548.000000 Penalty: 3793.012939
	Iteration 97Q: 3 clusters Score -1.489955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 114876 members 
Entering Unmasked Estep 
Score: -14899539.000000 Penalty: 3793.012939
	Iteration 98Q: 3 clusters Score -1.489954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 114876 members 
Entering Unmasked Estep 
Score: -14899539.000000 Penalty: 3793.012939
	Iteration 99F: 3 clusters Score -1.489954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Entering Unmasked Estep 
Score: -4713554.000000 Penalty: 1708.359497
	Iteration 0F: 2 clusters Score -4713554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4688840.000000 Penalty: 3416.718994
	Iteration 0F: 3 clusters Score -4688840 nChanged 17334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4699026.500000 Penalty: 3416.718994
	Iteration 1F: 3 clusters Score -4699026 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4699849.000000 Penalty: 3416.718994
	Iteration 2F: 3 clusters Score -4699849 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4700783.500000 Penalty: 3416.718994
	Iteration 3F: 3 clusters Score -4700784 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4701927.000000 Penalty: 3416.718994
	Iteration 4F: 3 clusters Score -4701927 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -4703360.000000 Penalty: 3416.718994
	Iteration 5F: 3 clusters Score -4703360 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4704923.000000 Penalty: 3416.718994
	Iteration 6F: 3 clusters Score -4704923 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4706176.500000 Penalty: 3416.718994
	Iteration 7F: 3 clusters Score -4706176 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4706907.500000 Penalty: 3416.718994
	Iteration 8Q: 3 clusters Score -4706908 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4707279.000000 Penalty: 3416.718994
	Iteration 9Q: 3 clusters Score -4707279 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -4707442.000000 Penalty: 3416.718994
	Iteration 10Q: 3 clusters Score -4707442 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4707563.000000 Penalty: 3416.718994
	Iteration 11Q: 3 clusters Score -4707563 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4707672.000000 Penalty: 3416.718994
	Iteration 12Q: 3 clusters Score -4707672 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4707749.000000 Penalty: 3416.718994
	Iteration 13Q: 3 clusters Score -4707749 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4707854.500000 Penalty: 3416.718994
	Iteration 14Q: 3 clusters Score -4707854 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -4707960.500000 Penalty: 3416.718994
	Iteration 15Q: 3 clusters Score -4707960 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -4708063.000000 Penalty: 3416.718994
	Iteration 16Q: 3 clusters Score -4708063 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -4708180.000000 Penalty: 3416.718994
	Iteration 17Q: 3 clusters Score -4708180 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -4708270.500000 Penalty: 3416.718994
	Iteration 18Q: 3 clusters Score -4708270 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4708370.500000 Penalty: 3416.718994
	Iteration 19Q: 3 clusters Score -4708370 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4708452.500000 Penalty: 3416.718994
	Iteration 20F: 3 clusters Score -4708452 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -4708562.000000 Penalty: 3416.718994
	Iteration 21Q: 3 clusters Score -4708562 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -4708648.500000 Penalty: 3416.718994
	Iteration 22Q: 3 clusters Score -4708648 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -4708761.000000 Penalty: 3416.718994
	Iteration 23Q: 3 clusters Score -4708761 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -4708844.500000 Penalty: 3416.718994
	Iteration 24Q: 3 clusters Score -4708844 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -4708961.000000 Penalty: 3416.718994
	Iteration 25Q: 3 clusters Score -4708961 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -4709098.500000 Penalty: 3416.718994
	Iteration 26Q: 3 clusters Score -4709098 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -4709236.500000 Penalty: 3416.718994
	Iteration 27Q: 3 clusters Score -4709236 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -4709365.500000 Penalty: 3416.718994
	Iteration 28Q: 3 clusters Score -4709366 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -4709521.500000 Penalty: 3416.718994
	Iteration 29Q: 3 clusters Score -4709522 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4709658.000000 Penalty: 3416.718994
	Iteration 30Q: 3 clusters Score -4709658 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4709784.000000 Penalty: 3416.718994
	Iteration 31Q: 3 clusters Score -4709784 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4709932.500000 Penalty: 3416.718994
	Iteration 32Q: 3 clusters Score -4709932 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4710070.000000 Penalty: 3416.718994
	Iteration 33Q: 3 clusters Score -4710070 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4710246.500000 Penalty: 3416.718994
	Iteration 34Q: 3 clusters Score -4710246 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4710436.000000 Penalty: 3416.718994
	Iteration 35Q: 3 clusters Score -4710436 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4710611.500000 Penalty: 3416.718994
	Iteration 36Q: 3 clusters Score -4710612 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4710769.000000 Penalty: 3416.718994
	Iteration 37Q: 3 clusters Score -4710769 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4710898.000000 Penalty: 3416.718994
	Iteration 38Q: 3 clusters Score -4710898 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4711021.000000 Penalty: 3416.718994
	Iteration 39Q: 3 clusters Score -4711021 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4711139.500000 Penalty: 3416.718994
	Iteration 40F: 3 clusters Score -4711140 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -4711263.000000 Penalty: 3416.718994
	Iteration 41Q: 3 clusters Score -4711263 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4711378.500000 Penalty: 3416.718994
	Iteration 42Q: 3 clusters Score -4711378 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4711481.500000 Penalty: 3416.718994
	Iteration 43Q: 3 clusters Score -4711482 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4711583.000000 Penalty: 3416.718994
	Iteration 44Q: 3 clusters Score -4711583 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4711693.500000 Penalty: 3416.718994
	Iteration 45Q: 3 clusters Score -4711694 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4711774.500000 Penalty: 3416.718994
	Iteration 46Q: 3 clusters Score -4711774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4711842.000000 Penalty: 3416.718994
	Iteration 47Q: 3 clusters Score -4711842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4711893.500000 Penalty: 3416.718994
	Iteration 48Q: 3 clusters Score -4711894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4711918.000000 Penalty: 3416.718994
	Iteration 49Q: 3 clusters Score -4711918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4711959.000000 Penalty: 3416.718994
	Iteration 50Q: 3 clusters Score -4711959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4711965.500000 Penalty: 3416.718994
	Iteration 51Q: 3 clusters Score -4711966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4711981.500000 Penalty: 3416.718994
	Iteration 52Q: 3 clusters Score -4711982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4712007.000000 Penalty: 3416.718994
	Iteration 53Q: 3 clusters Score -4712007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4712022.000000 Penalty: 3416.718994
	Iteration 54Q: 3 clusters Score -4712022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4712050.500000 Penalty: 3416.718994
	Iteration 55Q: 3 clusters Score -4712050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4712063.500000 Penalty: 3416.718994
	Iteration 56Q: 3 clusters Score -4712064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4712072.500000 Penalty: 3416.718994
	Iteration 57Q: 3 clusters Score -4712072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4712080.500000 Penalty: 3416.718994
	Iteration 58Q: 3 clusters Score -4712080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4712094.000000 Penalty: 3416.718994
	Iteration 59Q: 3 clusters Score -4712094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4712100.000000 Penalty: 3416.718994
	Iteration 60F: 3 clusters Score -4712100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4712120.000000 Penalty: 3416.718994
	Iteration 61Q: 3 clusters Score -4712120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4712122.500000 Penalty: 3416.718994
	Iteration 62Q: 3 clusters Score -4712122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4712139.000000 Penalty: 3416.718994
	Iteration 63Q: 3 clusters Score -4712139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4712140.500000 Penalty: 3416.718994
	Iteration 64Q: 3 clusters Score -4712140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -4712135.500000 Penalty: 3416.718994
	Iteration 65Q: 3 clusters Score -4712136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4712136.500000 Penalty: 3416.718994
	Iteration 66Q: 3 clusters Score -4712136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4712141.500000 Penalty: 3416.718994
	Iteration 67Q: 3 clusters Score -4712142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4712139.500000 Penalty: 3416.718994
	Iteration 68Q: 3 clusters Score -4712140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4712141.500000 Penalty: 3416.718994
	Iteration 69Q: 3 clusters Score -4712142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4712146.500000 Penalty: 3416.718994
	Iteration 70Q: 3 clusters Score -4712146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4712147.000000 Penalty: 3416.718994
	Iteration 71Q: 3 clusters Score -4712147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -4712153.500000 Penalty: 3416.718994
	Iteration 72Q: 3 clusters Score -4712154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4712150.500000 Penalty: 3416.718994
	Iteration 73Q: 3 clusters Score -4712150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4712155.000000 Penalty: 3416.718994
	Iteration 74Q: 3 clusters Score -4712155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4712152.000000 Penalty: 3416.718994
	Iteration 75Q: 3 clusters Score -4712152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4712149.500000 Penalty: 3416.718994
	Iteration 76Q: 3 clusters Score -4712150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4712149.500000 Penalty: 3416.718994
	Iteration 77F: 3 clusters Score -4712150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Entering Unmasked Estep 
Score: -1569306.750000 Penalty: 1530.584229
	Iteration 0F: 2 clusters Score -1569307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1560682.375000 Penalty: 3061.168457
	Iteration 0F: 3 clusters Score -1560682 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1563589.875000 Penalty: 3061.168457
	Iteration 1F: 3 clusters Score -1563590 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1563879.625000 Penalty: 3061.168457
	Iteration 2F: 3 clusters Score -1563880 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1564162.500000 Penalty: 3061.168457
	Iteration 3F: 3 clusters Score -1564162 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1564432.250000 Penalty: 3061.168457
	Iteration 4Q: 3 clusters Score -1564432 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1564661.750000 Penalty: 3061.168457
	Iteration 5Q: 3 clusters Score -1564662 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1564918.000000 Penalty: 3061.168457
	Iteration 6Q: 3 clusters Score -1564918 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1565236.875000 Penalty: 3061.168457
	Iteration 7Q: 3 clusters Score -1565237 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1565628.500000 Penalty: 3061.168457
	Iteration 8F: 3 clusters Score -1565628 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1566038.750000 Penalty: 3061.168457
	Iteration 9F: 3 clusters Score -1566039 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1566482.375000 Penalty: 3061.168457
	Iteration 10Q: 3 clusters Score -1566482 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1566860.625000 Penalty: 3061.168457
	Iteration 11Q: 3 clusters Score -1566861 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1567183.750000 Penalty: 3061.168457
	Iteration 12Q: 3 clusters Score -1567184 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1567394.875000 Penalty: 3061.168457
	Iteration 13Q: 3 clusters Score -1567395 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1567528.625000 Penalty: 3061.168457
	Iteration 14Q: 3 clusters Score -1567529 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1567612.875000 Penalty: 3061.168457
	Iteration 15Q: 3 clusters Score -1567613 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1567676.750000 Penalty: 3061.168457
	Iteration 16Q: 3 clusters Score -1567677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1567713.375000 Penalty: 3061.168457
	Iteration 17Q: 3 clusters Score -1567713 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1567752.125000 Penalty: 3061.168457
	Iteration 18Q: 3 clusters Score -1567752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1567783.875000 Penalty: 3061.168457
	Iteration 19Q: 3 clusters Score -1567784 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1567805.625000 Penalty: 3061.168457
	Iteration 20F: 3 clusters Score -1567806 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1567838.750000 Penalty: 3061.168457
	Iteration 21Q: 3 clusters Score -1567839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1567868.000000 Penalty: 3061.168457
	Iteration 22Q: 3 clusters Score -1567868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1567883.125000 Penalty: 3061.168457
	Iteration 23Q: 3 clusters Score -1567883 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1567906.625000 Penalty: 3061.168457
	Iteration 24Q: 3 clusters Score -1567907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1567921.625000 Penalty: 3061.168457
	Iteration 25Q: 3 clusters Score -1567922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1567930.750000 Penalty: 3061.168457
	Iteration 26Q: 3 clusters Score -1567931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1567951.375000 Penalty: 3061.168457
	Iteration 27Q: 3 clusters Score -1567951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1567966.875000 Penalty: 3061.168457
	Iteration 28Q: 3 clusters Score -1567967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1567980.375000 Penalty: 3061.168457
	Iteration 29Q: 3 clusters Score -1567980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1567990.250000 Penalty: 3061.168457
	Iteration 30Q: 3 clusters Score -1567990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1567991.625000 Penalty: 3061.168457
	Iteration 31Q: 3 clusters Score -1567992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1567999.125000 Penalty: 3061.168457
	Iteration 32Q: 3 clusters Score -1567999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1568013.750000 Penalty: 3061.168457
	Iteration 33Q: 3 clusters Score -1568014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1568021.125000 Penalty: 3061.168457
	Iteration 34Q: 3 clusters Score -1568021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1568030.000000 Penalty: 3061.168457
	Iteration 35Q: 3 clusters Score -1568030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1568038.750000 Penalty: 3061.168457
	Iteration 36Q: 3 clusters Score -1568039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1568043.875000 Penalty: 3061.168457
	Iteration 37Q: 3 clusters Score -1568044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1568045.125000 Penalty: 3061.168457
	Iteration 38Q: 3 clusters Score -1568045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1568051.250000 Penalty: 3061.168457
	Iteration 39Q: 3 clusters Score -1568051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1568054.625000 Penalty: 3061.168457
	Iteration 40F: 3 clusters Score -1568055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1568057.250000 Penalty: 3061.168457
	Iteration 41Q: 3 clusters Score -1568057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1568061.500000 Penalty: 3061.168457
	Iteration 42Q: 3 clusters Score -1568062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1568061.375000 Penalty: 3061.168457
	Iteration 43Q: 3 clusters Score -1568061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1568065.375000 Penalty: 3061.168457
	Iteration 44Q: 3 clusters Score -1568065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1568065.125000 Penalty: 3061.168457
	Iteration 45Q: 3 clusters Score -1568065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1568068.375000 Penalty: 3061.168457
	Iteration 46Q: 3 clusters Score -1568068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1568073.375000 Penalty: 3061.168457
	Iteration 47Q: 3 clusters Score -1568073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1568076.500000 Penalty: 3061.168457
	Iteration 48Q: 3 clusters Score -1568076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1568080.000000 Penalty: 3061.168457
	Iteration 49Q: 3 clusters Score -1568080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1568085.250000 Penalty: 3061.168457
	Iteration 50Q: 3 clusters Score -1568085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1568086.375000 Penalty: 3061.168457
	Iteration 51Q: 3 clusters Score -1568086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1568088.375000 Penalty: 3061.168457
	Iteration 52Q: 3 clusters Score -1568088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1568087.875000 Penalty: 3061.168457
	Iteration 53Q: 3 clusters Score -1568088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1568088.375000 Penalty: 3061.168457
	Iteration 54Q: 3 clusters Score -1568088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1568088.250000 Penalty: 3061.168457
	Iteration 55Q: 3 clusters Score -1568088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1568090.375000 Penalty: 3061.168457
	Iteration 56Q: 3 clusters Score -1568090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1568091.250000 Penalty: 3061.168457
	Iteration 57Q: 3 clusters Score -1568091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1568096.125000 Penalty: 3061.168457
	Iteration 58Q: 3 clusters Score -1568096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1568099.625000 Penalty: 3061.168457
	Iteration 59Q: 3 clusters Score -1568100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1568102.375000 Penalty: 3061.168457
	Iteration 60F: 3 clusters Score -1568102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1568104.625000 Penalty: 3061.168457
	Iteration 61Q: 3 clusters Score -1568105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1568104.250000 Penalty: 3061.168457
	Iteration 62Q: 3 clusters Score -1568104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1568105.250000 Penalty: 3061.168457
	Iteration 63Q: 3 clusters Score -1568105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1568105.125000 Penalty: 3061.168457
	Iteration 64Q: 3 clusters Score -1568105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1568105.750000 Penalty: 3061.168457
	Iteration 65Q: 3 clusters Score -1568106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1568105.750000 Penalty: 3061.168457
	Iteration 66F: 3 clusters Score -1568106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Entering Unmasked Estep 
Score: -5884297.500000 Penalty: 1743.949341
	Iteration 0F: 2 clusters Score -5884298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5853592.000000 Penalty: 3487.898682
	Iteration 0F: 3 clusters Score -5853592 nChanged 21393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5865957.000000 Penalty: 3487.898682
	Iteration 1F: 3 clusters Score -5865957 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5866543.500000 Penalty: 3487.898682
	Iteration 2Q: 3 clusters Score -5866544 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -5867322.000000 Penalty: 3487.898682
	Iteration 3Q: 3 clusters Score -5867322 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -5868630.000000 Penalty: 3487.898682
	Iteration 4F: 3 clusters Score -5868630 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5870686.000000 Penalty: 3487.898682
	Iteration 5F: 3 clusters Score -5870686 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -5873655.500000 Penalty: 3487.898682
	Iteration 6F: 3 clusters Score -5873656 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5877133.500000 Penalty: 3487.898682
	Iteration 7F: 3 clusters Score -5877134 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5879761.500000 Penalty: 3487.898682
	Iteration 8F: 3 clusters Score -5879762 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5881240.500000 Penalty: 3487.898682
	Iteration 9Q: 3 clusters Score -5881240 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5882060.000000 Penalty: 3487.898682
	Iteration 10Q: 3 clusters Score -5882060 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5882491.000000 Penalty: 3487.898682
	Iteration 11Q: 3 clusters Score -5882491 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5882712.500000 Penalty: 3487.898682
	Iteration 12Q: 3 clusters Score -5882712 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5882864.000000 Penalty: 3487.898682
	Iteration 13Q: 3 clusters Score -5882864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5882911.000000 Penalty: 3487.898682
	Iteration 14Q: 3 clusters Score -5882911 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5882952.000000 Penalty: 3487.898682
	Iteration 15Q: 3 clusters Score -5882952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5882987.000000 Penalty: 3487.898682
	Iteration 16Q: 3 clusters Score -5882987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5883018.500000 Penalty: 3487.898682
	Iteration 17Q: 3 clusters Score -5883018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5883030.500000 Penalty: 3487.898682
	Iteration 18Q: 3 clusters Score -5883030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5883039.500000 Penalty: 3487.898682
	Iteration 19Q: 3 clusters Score -5883040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5883048.500000 Penalty: 3487.898682
	Iteration 20F: 3 clusters Score -5883048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5883046.000000 Penalty: 3487.898682
	Iteration 21Q: 3 clusters Score -5883046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5883038.000000 Penalty: 3487.898682
	Iteration 22Q: 3 clusters Score -5883038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5883042.000000 Penalty: 3487.898682
	Iteration 23Q: 3 clusters Score -5883042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5883046.500000 Penalty: 3487.898682
	Iteration 24Q: 3 clusters Score -5883046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5883044.500000 Penalty: 3487.898682
	Iteration 25Q: 3 clusters Score -5883044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5883047.000000 Penalty: 3487.898682
	Iteration 26Q: 3 clusters Score -5883047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5883054.000000 Penalty: 3487.898682
	Iteration 27Q: 3 clusters Score -5883054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5883053.500000 Penalty: 3487.898682
	Iteration 28Q: 3 clusters Score -5883054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5883047.000000 Penalty: 3487.898682
	Iteration 29Q: 3 clusters Score -5883047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5883049.000000 Penalty: 3487.898682
	Iteration 30Q: 3 clusters Score -5883049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5883045.000000 Penalty: 3487.898682
	Iteration 31Q: 3 clusters Score -5883045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5883045.000000 Penalty: 3487.898682
	Iteration 32F: 3 clusters Score -5883045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (106959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106959 members 
Entering Unmasked Estep 
Score: -13850892.000000 Penalty: 1881.782715
	Iteration 0F: 2 clusters Score -1.385089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -13786737.000000 Penalty: 3763.565430
	Iteration 0F: 3 clusters Score -1.378674e+07 nChanged 51058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -13816659.000000 Penalty: 3763.565430
	Iteration 1F: 3 clusters Score -1.381666e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -13818068.000000 Penalty: 3763.565430
	Iteration 2Q: 3 clusters Score -1.381807e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -13820327.000000 Penalty: 3763.565430
	Iteration 3Q: 3 clusters Score -1.382033e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -13823580.000000 Penalty: 3763.565430
	Iteration 4F: 3 clusters Score -1.382358e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -13827239.000000 Penalty: 3763.565430
	Iteration 5F: 3 clusters Score -1.382724e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -13830370.000000 Penalty: 3763.565430
	Iteration 6F: 3 clusters Score -1.383037e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -13832650.000000 Penalty: 3763.565430
	Iteration 7F: 3 clusters Score -1.383265e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -13834220.000000 Penalty: 3763.565430
	Iteration 8Q: 3 clusters Score -1.383422e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -13835308.000000 Penalty: 3763.565430
	Iteration 9Q: 3 clusters Score -1.383531e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -13836302.000000 Penalty: 3763.565430
	Iteration 10Q: 3 clusters Score -1.38363e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -13837314.000000 Penalty: 3763.565430
	Iteration 11Q: 3 clusters Score -1.383731e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -13838548.000000 Penalty: 3763.565430
	Iteration 12Q: 3 clusters Score -1.383855e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -13840024.000000 Penalty: 3763.565430
	Iteration 13Q: 3 clusters Score -1.384002e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -13841675.000000 Penalty: 3763.565430
	Iteration 14Q: 3 clusters Score -1.384168e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -13843095.000000 Penalty: 3763.565430
	Iteration 15Q: 3 clusters Score -1.38431e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -13844425.000000 Penalty: 3763.565430
	Iteration 16Q: 3 clusters Score -1.384442e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -13845764.000000 Penalty: 3763.565430
	Iteration 17Q: 3 clusters Score -1.384576e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -13847050.000000 Penalty: 3763.565430
	Iteration 18Q: 3 clusters Score -1.384705e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -13847993.000000 Penalty: 3763.565430
	Iteration 19Q: 3 clusters Score -1.384799e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -13848532.000000 Penalty: 3763.565430
	Iteration 20F: 3 clusters Score -1.384853e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -13848813.000000 Penalty: 3763.565430
	Iteration 21Q: 3 clusters Score -1.384881e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104977 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13849081.000000 Penalty: 3763.565430
	Iteration 22Q: 3 clusters Score -1.384908e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -13849196.000000 Penalty: 3763.565430
	Iteration 23Q: 3 clusters Score -1.38492e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -13849275.000000 Penalty: 3763.565430
	Iteration 24Q: 3 clusters Score -1.384928e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13849353.000000 Penalty: 3763.565430
	Iteration 25Q: 3 clusters Score -1.384935e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13849360.000000 Penalty: 3763.565430
	Iteration 26Q: 3 clusters Score -1.384936e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106022 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13849387.000000 Penalty: 3763.565430
	Iteration 27Q: 3 clusters Score -1.384939e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -13849410.000000 Penalty: 3763.565430
	Iteration 28Q: 3 clusters Score -1.384941e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106126 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -13849395.000000 Penalty: 3763.565430
	Iteration 29Q: 3 clusters Score -1.38494e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -13849415.000000 Penalty: 3763.565430
	Iteration 30Q: 3 clusters Score -1.384942e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13849431.000000 Penalty: 3763.565430
	Iteration 31Q: 3 clusters Score -1.384943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106228 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -13849433.000000 Penalty: 3763.565430
	Iteration 32Q: 3 clusters Score -1.384943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106246 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13849439.000000 Penalty: 3763.565430
	Iteration 33Q: 3 clusters Score -1.384944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -13849449.000000 Penalty: 3763.565430
	Iteration 34Q: 3 clusters Score -1.384945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106274 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13849459.000000 Penalty: 3763.565430
	Iteration 35Q: 3 clusters Score -1.384946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13849445.000000 Penalty: 3763.565430
	Iteration 36Q: 3 clusters Score -1.384944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13849450.000000 Penalty: 3763.565430
	Iteration 37Q: 3 clusters Score -1.384945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13849440.000000 Penalty: 3763.565430
	Iteration 38Q: 3 clusters Score -1.384944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13849441.000000 Penalty: 3763.565430
	Iteration 39Q: 3 clusters Score -1.384944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106288 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13849436.000000 Penalty: 3763.565430
	Iteration 40F: 3 clusters Score -1.384944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13849447.000000 Penalty: 3763.565430
	Iteration 41Q: 3 clusters Score -1.384945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13849455.000000 Penalty: 3763.565430
	Iteration 42Q: 3 clusters Score -1.384946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106298 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13849448.000000 Penalty: 3763.565430
	Iteration 43Q: 3 clusters Score -1.384945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13849460.000000 Penalty: 3763.565430
	Iteration 44Q: 3 clusters Score -1.384946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13849449.000000 Penalty: 3763.565430
	Iteration 45Q: 3 clusters Score -1.384945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106305 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13849447.000000 Penalty: 3763.565430
	Iteration 46Q: 3 clusters Score -1.384945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13849444.000000 Penalty: 3763.565430
	Iteration 47Q: 3 clusters Score -1.384944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106309 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13849440.000000 Penalty: 3763.565430
	Iteration 48Q: 3 clusters Score -1.384944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13849451.000000 Penalty: 3763.565430
	Iteration 49Q: 3 clusters Score -1.384945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13849453.000000 Penalty: 3763.565430
	Iteration 50Q: 3 clusters Score -1.384945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13849453.000000 Penalty: 3763.565430
	Iteration 51Q: 3 clusters Score -1.384945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106312 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -13849454.000000 Penalty: 3763.565430
	Iteration 52Q: 3 clusters Score -1.384945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13849447.000000 Penalty: 3763.565430
	Iteration 53Q: 3 clusters Score -1.384945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13849447.000000 Penalty: 3763.565430
	Iteration 54F: 3 clusters Score -1.384945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Entering Unmasked Estep 
Score: -3509729.750000 Penalty: 1661.224854
	Iteration 0F: 2 clusters Score -3509730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3491128.000000 Penalty: 3322.449707
	Iteration 0F: 3 clusters Score -3491128 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3498195.000000 Penalty: 3322.449707
	Iteration 1F: 3 clusters Score -3498195 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3498738.750000 Penalty: 3322.449707
	Iteration 2F: 3 clusters Score -3498739 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3499355.750000 Penalty: 3322.449707
	Iteration 3Q: 3 clusters Score -3499356 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3500068.750000 Penalty: 3322.449707
	Iteration 4F: 3 clusters Score -3500069 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3500972.250000 Penalty: 3322.449707
	Iteration 5F: 3 clusters Score -3500972 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3501955.250000 Penalty: 3322.449707
	Iteration 6F: 3 clusters Score -3501955 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3503084.000000 Penalty: 3322.449707
	Iteration 7F: 3 clusters Score -3503084 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3504127.750000 Penalty: 3322.449707
	Iteration 8F: 3 clusters Score -3504128 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3504765.250000 Penalty: 3322.449707
	Iteration 9Q: 3 clusters Score -3504765 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3505113.750000 Penalty: 3322.449707
	Iteration 10Q: 3 clusters Score -3505114 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3505309.000000 Penalty: 3322.449707
	Iteration 11Q: 3 clusters Score -3505309 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3505423.500000 Penalty: 3322.449707
	Iteration 12Q: 3 clusters Score -3505424 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3505533.500000 Penalty: 3322.449707
	Iteration 13Q: 3 clusters Score -3505534 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3505612.250000 Penalty: 3322.449707
	Iteration 14Q: 3 clusters Score -3505612 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3505715.500000 Penalty: 3322.449707
	Iteration 15Q: 3 clusters Score -3505716 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3505861.250000 Penalty: 3322.449707
	Iteration 16Q: 3 clusters Score -3505861 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3505991.500000 Penalty: 3322.449707
	Iteration 17Q: 3 clusters Score -3505992 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3506160.250000 Penalty: 3322.449707
	Iteration 18Q: 3 clusters Score -3506160 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3506322.000000 Penalty: 3322.449707
	Iteration 19Q: 3 clusters Score -3506322 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3506456.000000 Penalty: 3322.449707
	Iteration 20F: 3 clusters Score -3506456 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3506599.500000 Penalty: 3322.449707
	Iteration 21Q: 3 clusters Score -3506600 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3506728.000000 Penalty: 3322.449707
	Iteration 22Q: 3 clusters Score -3506728 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3506874.000000 Penalty: 3322.449707
	Iteration 23Q: 3 clusters Score -3506874 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3507002.750000 Penalty: 3322.449707
	Iteration 24Q: 3 clusters Score -3507003 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3507123.250000 Penalty: 3322.449707
	Iteration 25Q: 3 clusters Score -3507123 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3507236.250000 Penalty: 3322.449707
	Iteration 26Q: 3 clusters Score -3507236 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3507354.750000 Penalty: 3322.449707
	Iteration 27Q: 3 clusters Score -3507355 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3507490.000000 Penalty: 3322.449707
	Iteration 28Q: 3 clusters Score -3507490 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3507618.250000 Penalty: 3322.449707
	Iteration 29Q: 3 clusters Score -3507618 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3507699.000000 Penalty: 3322.449707
	Iteration 30Q: 3 clusters Score -3507699 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3507799.500000 Penalty: 3322.449707
	Iteration 31Q: 3 clusters Score -3507800 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3507894.500000 Penalty: 3322.449707
	Iteration 32Q: 3 clusters Score -3507894 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3507956.500000 Penalty: 3322.449707
	Iteration 33Q: 3 clusters Score -3507956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3508016.750000 Penalty: 3322.449707
	Iteration 34Q: 3 clusters Score -3508017 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3508052.500000 Penalty: 3322.449707
	Iteration 35Q: 3 clusters Score -3508052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3508078.750000 Penalty: 3322.449707
	Iteration 36Q: 3 clusters Score -3508079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3508105.000000 Penalty: 3322.449707
	Iteration 37Q: 3 clusters Score -3508105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3508135.750000 Penalty: 3322.449707
	Iteration 38Q: 3 clusters Score -3508136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3508154.250000 Penalty: 3322.449707
	Iteration 39Q: 3 clusters Score -3508154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3508177.000000 Penalty: 3322.449707
	Iteration 40F: 3 clusters Score -3508177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3508189.250000 Penalty: 3322.449707
	Iteration 41Q: 3 clusters Score -3508189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3508200.000000 Penalty: 3322.449707
	Iteration 42Q: 3 clusters Score -3508200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3508201.250000 Penalty: 3322.449707
	Iteration 43Q: 3 clusters Score -3508201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3508209.000000 Penalty: 3322.449707
	Iteration 44Q: 3 clusters Score -3508209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3508217.000000 Penalty: 3322.449707
	Iteration 45Q: 3 clusters Score -3508217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3508220.500000 Penalty: 3322.449707
	Iteration 46Q: 3 clusters Score -3508220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3508238.000000 Penalty: 3322.449707
	Iteration 47Q: 3 clusters Score -3508238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3508242.250000 Penalty: 3322.449707
	Iteration 48Q: 3 clusters Score -3508242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3508252.500000 Penalty: 3322.449707
	Iteration 49Q: 3 clusters Score -3508252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3508261.250000 Penalty: 3322.449707
	Iteration 50Q: 3 clusters Score -3508261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3508274.750000 Penalty: 3322.449707
	Iteration 51Q: 3 clusters Score -3508275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3508284.000000 Penalty: 3322.449707
	Iteration 52Q: 3 clusters Score -3508284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3508295.750000 Penalty: 3322.449707
	Iteration 53Q: 3 clusters Score -3508296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3508302.750000 Penalty: 3322.449707
	Iteration 54Q: 3 clusters Score -3508303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3508305.000000 Penalty: 3322.449707
	Iteration 55Q: 3 clusters Score -3508305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3508305.500000 Penalty: 3322.449707
	Iteration 56Q: 3 clusters Score -3508306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3508304.750000 Penalty: 3322.449707
	Iteration 57Q: 3 clusters Score -3508305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3508308.000000 Penalty: 3322.449707
	Iteration 58Q: 3 clusters Score -3508308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3508308.750000 Penalty: 3322.449707
	Iteration 59Q: 3 clusters Score -3508309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3508306.000000 Penalty: 3322.449707
	Iteration 60F: 3 clusters Score -3508306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3508307.000000 Penalty: 3322.449707
	Iteration 61Q: 3 clusters Score -3508307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3508307.000000 Penalty: 3322.449707
	Iteration 62F: 3 clusters Score -3508307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115705 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50421 members 
Mstep: Class 7 contains 43575 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117103 members 
Mstep: Class 18 contains 36790 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 45798 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808064.000000 Penalty: 36656.769531
Iteration 399Q: 18 clusters Score -7.280806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115708 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50424 members 
Mstep: Class 7 contains 43575 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117100 members 
Mstep: Class 18 contains 36784 members 
Mstep: Class 20 contains 12319 members 
Mstep: Class 21 contains 45800 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808088.000000 Penalty: 36656.769531
Iteration 400F: 18 clusters Score -7.280809e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115713 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50426 members 
Mstep: Class 7 contains 43574 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117092 members 
Mstep: Class 18 contains 36783 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 45801 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808056.000000 Penalty: 36656.769531
Iteration 401Q: 18 clusters Score -7.280806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115714 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50429 members 
Mstep: Class 7 contains 43573 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117090 members 
Mstep: Class 18 contains 36780 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 45804 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808112.000000 Penalty: 36656.769531
Iteration 402Q: 18 clusters Score -7.280811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115714 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50429 members 
Mstep: Class 7 contains 43572 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117092 members 
Mstep: Class 18 contains 36776 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 45806 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808128.000000 Penalty: 36656.769531
Iteration 403Q: 18 clusters Score -7.280813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115721 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50430 members 
Mstep: Class 7 contains 43572 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117085 members 
Mstep: Class 18 contains 36768 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808136.000000 Penalty: 36656.769531
Iteration 404Q: 18 clusters Score -7.280814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115721 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50434 members 
Mstep: Class 7 contains 43572 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17440 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117081 members 
Mstep: Class 18 contains 36763 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 45817 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808200.000000 Penalty: 36656.769531
Iteration 405Q: 18 clusters Score -7.28082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115723 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50431 members 
Mstep: Class 7 contains 43574 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17441 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117078 members 
Mstep: Class 18 contains 36757 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 45820 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808224.000000 Penalty: 36656.769531
Iteration 406Q: 18 clusters Score -7.280822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115727 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50430 members 
Mstep: Class 7 contains 43573 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117073 members 
Mstep: Class 18 contains 36754 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 45827 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808224.000000 Penalty: 36656.769531
Iteration 407Q: 18 clusters Score -7.280822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115730 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50434 members 
Mstep: Class 7 contains 43570 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117073 members 
Mstep: Class 18 contains 36746 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 45829 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808160.000000 Penalty: 36656.769531
Iteration 408Q: 18 clusters Score -7.280816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115732 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50434 members 
Mstep: Class 7 contains 43568 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117075 members 
Mstep: Class 18 contains 36742 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 409Q: 18 clusters Score -7.280822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115730 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50433 members 
Mstep: Class 7 contains 43570 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117072 members 
Mstep: Class 18 contains 36739 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808184.000000 Penalty: 36656.769531
Iteration 410Q: 18 clusters Score -7.280818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115727 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50432 members 
Mstep: Class 7 contains 43571 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117074 members 
Mstep: Class 18 contains 36738 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 45827 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808184.000000 Penalty: 36656.769531
Iteration 411Q: 18 clusters Score -7.280818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115728 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50431 members 
Mstep: Class 7 contains 43573 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117077 members 
Mstep: Class 18 contains 36737 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 45823 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808184.000000 Penalty: 36656.769531
Iteration 412Q: 18 clusters Score -7.280818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115730 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50430 members 
Mstep: Class 7 contains 43574 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117077 members 
Mstep: Class 18 contains 36737 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 45820 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 413Q: 18 clusters Score -7.280821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115731 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50430 members 
Mstep: Class 7 contains 43573 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117074 members 
Mstep: Class 18 contains 36738 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 45821 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808240.000000 Penalty: 36656.769531
Iteration 414Q: 18 clusters Score -7.280824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115735 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50430 members 
Mstep: Class 7 contains 43570 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17439 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117072 members 
Mstep: Class 18 contains 36737 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 45822 members 
Mstep: Class 23 contains 106964 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 415Q: 18 clusters Score -7.280821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115739 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50430 members 
Mstep: Class 7 contains 43568 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117073 members 
Mstep: Class 18 contains 36735 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 45822 members 
Mstep: Class 23 contains 106964 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808224.000000 Penalty: 36656.769531
Iteration 416Q: 18 clusters Score -7.280822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115742 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50432 members 
Mstep: Class 7 contains 43566 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117073 members 
Mstep: Class 18 contains 36734 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 45822 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808200.000000 Penalty: 36656.769531
Iteration 417Q: 18 clusters Score -7.28082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115743 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50435 members 
Mstep: Class 7 contains 43563 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117072 members 
Mstep: Class 18 contains 36734 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 45822 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 418Q: 18 clusters Score -7.280822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115745 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50441 members 
Mstep: Class 7 contains 43556 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117071 members 
Mstep: Class 18 contains 36734 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 45821 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808200.000000 Penalty: 36656.769531
Iteration 419Q: 18 clusters Score -7.28082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115748 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50443 members 
Mstep: Class 7 contains 43555 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117066 members 
Mstep: Class 18 contains 36734 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 45821 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 420F: 18 clusters Score -7.280822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115751 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50446 members 
Mstep: Class 7 contains 43554 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17437 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117061 members 
Mstep: Class 18 contains 36734 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 45822 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 421Q: 18 clusters Score -7.280821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115753 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50446 members 
Mstep: Class 7 contains 43555 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17436 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117060 members 
Mstep: Class 18 contains 36734 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 45820 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808216.000000 Penalty: 36656.769531
Iteration 422Q: 18 clusters Score -7.280822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115754 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50446 members 
Mstep: Class 7 contains 43555 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117061 members 
Mstep: Class 18 contains 36735 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 45818 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808184.000000 Penalty: 36656.769531
Iteration 423Q: 18 clusters Score -7.280818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115753 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50447 members 
Mstep: Class 7 contains 43554 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117063 members 
Mstep: Class 18 contains 36735 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 45817 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808176.000000 Penalty: 36656.769531
Iteration 424Q: 18 clusters Score -7.280818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115754 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50446 members 
Mstep: Class 7 contains 43553 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117064 members 
Mstep: Class 18 contains 36736 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 45816 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 425Q: 18 clusters Score -7.280821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115754 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50450 members 
Mstep: Class 7 contains 43551 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17434 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117065 members 
Mstep: Class 18 contains 36736 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 45814 members 
Mstep: Class 23 contains 106963 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808176.000000 Penalty: 36656.769531
Iteration 426Q: 18 clusters Score -7.280818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115757 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50452 members 
Mstep: Class 7 contains 43545 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117069 members 
Mstep: Class 18 contains 36735 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 45814 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808200.000000 Penalty: 36656.769531
Iteration 427Q: 18 clusters Score -7.28082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115760 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50457 members 
Mstep: Class 7 contains 43540 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17431 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117072 members 
Mstep: Class 18 contains 36731 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 45814 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 428Q: 18 clusters Score -7.280821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115761 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50456 members 
Mstep: Class 7 contains 43539 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17431 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117076 members 
Mstep: Class 18 contains 36725 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 45818 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808248.000000 Penalty: 36656.769531
Iteration 429Q: 18 clusters Score -7.280825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115769 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50455 members 
Mstep: Class 7 contains 43536 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17431 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117077 members 
Mstep: Class 18 contains 36718 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 45820 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808232.000000 Penalty: 36656.769531
Iteration 430Q: 18 clusters Score -7.280823e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115777 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50460 members 
Mstep: Class 7 contains 43531 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17431 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117080 members 
Mstep: Class 18 contains 36710 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 45819 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808208.000000 Penalty: 36656.769531
Iteration 431Q: 18 clusters Score -7.280821e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115780 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50469 members 
Mstep: Class 7 contains 43524 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17430 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117080 members 
Mstep: Class 18 contains 36706 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 45822 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808192.000000 Penalty: 36656.769531
Iteration 432Q: 18 clusters Score -7.280819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115788 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50472 members 
Mstep: Class 7 contains 43524 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17428 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117082 members 
Mstep: Class 18 contains 36698 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 45821 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808168.000000 Penalty: 36656.769531
Iteration 433Q: 18 clusters Score -7.280817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115800 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50474 members 
Mstep: Class 7 contains 43522 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17428 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117083 members 
Mstep: Class 18 contains 36685 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 45820 members 
Mstep: Class 23 contains 106960 members 
Mstep: Class 24 contains 27577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808120.000000 Penalty: 36656.769531
Iteration 434Q: 18 clusters Score -7.280812e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115812 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50472 members 
Mstep: Class 7 contains 43523 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17428 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117086 members 
Mstep: Class 18 contains 36674 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 45815 members 
Mstep: Class 23 contains 106958 members 
Mstep: Class 24 contains 27582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808088.000000 Penalty: 36656.769531
Iteration 435Q: 18 clusters Score -7.280809e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115820 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50477 members 
Mstep: Class 7 contains 43522 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17428 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117084 members 
Mstep: Class 18 contains 36665 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 45815 members 
Mstep: Class 23 contains 106959 members 
Mstep: Class 24 contains 27584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808088.000000 Penalty: 36656.769531
Iteration 436Q: 18 clusters Score -7.280809e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115827 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50478 members 
Mstep: Class 7 contains 43520 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17428 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117087 members 
Mstep: Class 18 contains 36652 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 45818 members 
Mstep: Class 23 contains 106961 members 
Mstep: Class 24 contains 27585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808064.000000 Penalty: 36656.769531
Iteration 437Q: 18 clusters Score -7.280806e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115840 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50476 members 
Mstep: Class 7 contains 43522 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17428 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117090 members 
Mstep: Class 18 contains 36641 members 
Mstep: Class 20 contains 12284 members 
Mstep: Class 21 contains 45818 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808056.000000 Penalty: 36656.769531
Iteration 438Q: 18 clusters Score -7.280806e+07 nChanged 45
Entering ConstructFrom: 
Score: -72808056.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -10636.341797 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -10636.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9833.914062 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -9833.914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10136.499023 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -10136.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10368.249023 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -10368.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10480.940430 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -10480.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10572.820312 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -10572.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10575.791016 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -10575.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10579.111328 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -10579.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10579.111328 Penalty: 1863.335938
	Iteration 7F: 3 clusters Score -10579.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115854 members 
Entering Unmasked Estep 
Score: -14795396.000000 Penalty: 1894.763916
	Iteration 0F: 2 clusters Score -1.47954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -14725446.000000 Penalty: 3789.527832
	Iteration 0F: 3 clusters Score -1.472545e+07 nChanged 55513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -14758104.000000 Penalty: 3789.527832
	Iteration 1F: 3 clusters Score -1.47581e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -14759278.000000 Penalty: 3789.527832
	Iteration 2Q: 3 clusters Score -1.475928e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -14760849.000000 Penalty: 3789.527832
	Iteration 3Q: 3 clusters Score -1.476085e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -14763189.000000 Penalty: 3789.527832
	Iteration 4Q: 3 clusters Score -1.476319e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -14766810.000000 Penalty: 3789.527832
	Iteration 5F: 3 clusters Score -1.476681e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -14772017.000000 Penalty: 3789.527832
	Iteration 6F: 3 clusters Score -1.477202e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -14777618.000000 Penalty: 3789.527832
	Iteration 7F: 3 clusters Score -1.477762e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -14781385.000000 Penalty: 3789.527832
	Iteration 8F: 3 clusters Score -1.478138e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -14783213.000000 Penalty: 3789.527832
	Iteration 9Q: 3 clusters Score -1.478321e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 80579 members 
Entering Unmasked Estep 
Score: -14784194.000000 Penalty: 3789.527832
	Iteration 10Q: 3 clusters Score -1.478419e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -14784950.000000 Penalty: 3789.527832
	Iteration 11Q: 3 clusters Score -1.478495e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -14785682.000000 Penalty: 3789.527832
	Iteration 12Q: 3 clusters Score -1.478568e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
Score: -14786495.000000 Penalty: 3789.527832
	Iteration 13Q: 3 clusters Score -1.47865e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 89640 members 
Entering Unmasked Estep 
Score: -14787364.000000 Penalty: 3789.527832
	Iteration 14Q: 3 clusters Score -1.478736e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -14788258.000000 Penalty: 3789.527832
	Iteration 15Q: 3 clusters Score -1.478826e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -14789178.000000 Penalty: 3789.527832
	Iteration 16Q: 3 clusters Score -1.478918e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 97300 members 
Entering Unmasked Estep 
Score: -14790154.000000 Penalty: 3789.527832
	Iteration 17Q: 3 clusters Score -1.479015e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -14791200.000000 Penalty: 3789.527832
	Iteration 18Q: 3 clusters Score -1.47912e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -14792055.000000 Penalty: 3789.527832
	Iteration 19Q: 3 clusters Score -1.479206e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 105994 members 
Entering Unmasked Estep 
Score: -14793277.000000 Penalty: 3789.527832
	Iteration 20F: 3 clusters Score -1.479328e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -14794265.000000 Penalty: 3789.527832
	Iteration 21Q: 3 clusters Score -1.479426e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -14794859.000000 Penalty: 3789.527832
	Iteration 22Q: 3 clusters Score -1.479486e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 112814 members 
Entering Unmasked Estep 
Score: -14794936.000000 Penalty: 3789.527832
	Iteration 23Q: 3 clusters Score -1.479494e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -14794781.000000 Penalty: 3789.527832
	Iteration 24Q: 3 clusters Score -1.479478e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 114457 members 
Entering Unmasked Estep 
Score: -14794534.000000 Penalty: 3789.527832
	Iteration 25Q: 3 clusters Score -1.479453e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -14794407.000000 Penalty: 3789.527832
	Iteration 26Q: 3 clusters Score -1.479441e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 115071 members 
Entering Unmasked Estep 
Score: -14794332.000000 Penalty: 3789.527832
	Iteration 27Q: 3 clusters Score -1.479433e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -14794286.000000 Penalty: 3789.527832
	Iteration 28Q: 3 clusters Score -1.479429e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 115327 members 
Entering Unmasked Estep 
Score: -14794256.000000 Penalty: 3789.527832
	Iteration 29Q: 3 clusters Score -1.479426e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -14794261.000000 Penalty: 3789.527832
	Iteration 30Q: 3 clusters Score -1.479426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 115427 members 
Entering Unmasked Estep 
Score: -14794255.000000 Penalty: 3789.527832
	Iteration 31Q: 3 clusters Score -1.479426e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -14794246.000000 Penalty: 3789.527832
	Iteration 32Q: 3 clusters Score -1.479425e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -14794231.000000 Penalty: 3789.527832
	Iteration 33Q: 3 clusters Score -1.479423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -14794205.000000 Penalty: 3789.527832
	Iteration 34Q: 3 clusters Score -1.47942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 115504 members 
Entering Unmasked Estep 
Score: -14794206.000000 Penalty: 3789.527832
	Iteration 35Q: 3 clusters Score -1.479421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 115509 members 
Entering Unmasked Estep 
Score: -14794199.000000 Penalty: 3789.527832
	Iteration 36Q: 3 clusters Score -1.47942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 115515 members 
Entering Unmasked Estep 
Score: -14794185.000000 Penalty: 3789.527832
	Iteration 37Q: 3 clusters Score -1.479418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -14794186.000000 Penalty: 3789.527832
	Iteration 38Q: 3 clusters Score -1.479419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -14794185.000000 Penalty: 3789.527832
	Iteration 39Q: 3 clusters Score -1.479418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 115523 members 
Entering Unmasked Estep 
Score: -14794176.000000 Penalty: 3789.527832
	Iteration 40F: 3 clusters Score -1.479418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 115526 members 
Entering Unmasked Estep 
Score: -14794189.000000 Penalty: 3789.527832
	Iteration 41Q: 3 clusters Score -1.479419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 115528 members 
Entering Unmasked Estep 
Score: -14794185.000000 Penalty: 3789.527832
	Iteration 42Q: 3 clusters Score -1.479418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -14794189.000000 Penalty: 3789.527832
	Iteration 43Q: 3 clusters Score -1.479419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -14794189.000000 Penalty: 3789.527832
	Iteration 44F: 3 clusters Score -1.479419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -67285.812500 Penalty: 1051.253174
	Iteration 0F: 2 clusters Score -67285.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66118.734375 Penalty: 2102.506348
	Iteration 0F: 3 clusters Score -66118.73 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66357.140625 Penalty: 2102.506348
	Iteration 1F: 3 clusters Score -66357.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66417.812500 Penalty: 2102.506348
	Iteration 2F: 3 clusters Score -66417.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66450.093750 Penalty: 2102.506348
	Iteration 3Q: 3 clusters Score -66450.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66469.851562 Penalty: 2102.506348
	Iteration 4Q: 3 clusters Score -66469.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66489.421875 Penalty: 2102.506348
	Iteration 5Q: 3 clusters Score -66489.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66513.585938 Penalty: 2102.506348
	Iteration 6Q: 3 clusters Score -66513.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66559.625000 Penalty: 2102.506348
	Iteration 7Q: 3 clusters Score -66559.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66615.093750 Penalty: 2102.506348
	Iteration 8Q: 3 clusters Score -66615.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66680.843750 Penalty: 2102.506348
	Iteration 9Q: 3 clusters Score -66680.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66821.367188 Penalty: 2102.506348
	Iteration 10F: 3 clusters Score -66821.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66999.710938 Penalty: 2102.506348
	Iteration 11F: 3 clusters Score -66999.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67145.812500 Penalty: 2102.506348
	Iteration 12F: 3 clusters Score -67145.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67235.601562 Penalty: 2102.506348
	Iteration 13Q: 3 clusters Score -67235.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67279.640625 Penalty: 2102.506348
	Iteration 14Q: 3 clusters Score -67279.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67291.117188 Penalty: 2102.506348
	Iteration 15Q: 3 clusters Score -67291.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67296.031250 Penalty: 2102.506348
	Iteration 16Q: 3 clusters Score -67296.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67296.031250 Penalty: 2102.506348
	Iteration 17F: 3 clusters Score -67296.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 115854 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50475 members 
Mstep: Class 7 contains 43523 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17426 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117089 members 
Mstep: Class 18 contains 36633 members 
Mstep: Class 20 contains 12282 members 
Mstep: Class 21 contains 45817 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27585 members 
Entering Unmasked Estep 
Score: -72806912.000000 Penalty: 38813.050781
Splitting cluster 4 changes total score from -72808056.000000 to -72806912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -21987.816406 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -21987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21168.917969 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -21168.92 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21380.701172 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -21380.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21502.402344 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -21502.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21624.882812 Penalty: 1868.552734
	Iteration 3F: 3 clusters Score -21624.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21679.816406 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21679.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21686.736328 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21686.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21689.146484 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -21689.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21691.005859 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -21691.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21691.005859 Penalty: 1868.552734
	Iteration 8F: 3 clusters Score -21691.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Entering Unmasked Estep 
Score: -6475301.000000 Penalty: 1759.750366
	Iteration 0F: 2 clusters Score -6475301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -6441643.000000 Penalty: 3519.500732
	Iteration 0F: 3 clusters Score -6441643 nChanged 23724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -6455327.000000 Penalty: 3519.500732
	Iteration 1F: 3 clusters Score -6455327 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6456095.000000 Penalty: 3519.500732
	Iteration 2Q: 3 clusters Score -6456095 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -6457178.000000 Penalty: 3519.500732
	Iteration 3Q: 3 clusters Score -6457178 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -6458837.000000 Penalty: 3519.500732
	Iteration 4F: 3 clusters Score -6458837 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -6461034.000000 Penalty: 3519.500732
	Iteration 5F: 3 clusters Score -6461034 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -6463577.000000 Penalty: 3519.500732
	Iteration 6F: 3 clusters Score -6463577 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -6465707.500000 Penalty: 3519.500732
	Iteration 7F: 3 clusters Score -6465708 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -6466988.000000 Penalty: 3519.500732
	Iteration 8Q: 3 clusters Score -6466988 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6467574.500000 Penalty: 3519.500732
	Iteration 9Q: 3 clusters Score -6467574 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -6467923.000000 Penalty: 3519.500732
	Iteration 10Q: 3 clusters Score -6467923 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -6468152.500000 Penalty: 3519.500732
	Iteration 11Q: 3 clusters Score -6468152 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -6468355.000000 Penalty: 3519.500732
	Iteration 12Q: 3 clusters Score -6468355 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -6468489.500000 Penalty: 3519.500732
	Iteration 13Q: 3 clusters Score -6468490 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -6468697.000000 Penalty: 3519.500732
	Iteration 14Q: 3 clusters Score -6468697 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -6468901.500000 Penalty: 3519.500732
	Iteration 15Q: 3 clusters Score -6468902 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -6469083.500000 Penalty: 3519.500732
	Iteration 16Q: 3 clusters Score -6469084 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -6469291.500000 Penalty: 3519.500732
	Iteration 17Q: 3 clusters Score -6469292 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -6469453.000000 Penalty: 3519.500732
	Iteration 18Q: 3 clusters Score -6469453 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -6469659.500000 Penalty: 3519.500732
	Iteration 19Q: 3 clusters Score -6469660 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -6469901.000000 Penalty: 3519.500732
	Iteration 20F: 3 clusters Score -6469901 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -6470123.000000 Penalty: 3519.500732
	Iteration 21Q: 3 clusters Score -6470123 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -6470322.500000 Penalty: 3519.500732
	Iteration 22Q: 3 clusters Score -6470322 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -6470546.500000 Penalty: 3519.500732
	Iteration 23Q: 3 clusters Score -6470546 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -6470789.000000 Penalty: 3519.500732
	Iteration 24Q: 3 clusters Score -6470789 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -6471083.000000 Penalty: 3519.500732
	Iteration 25Q: 3 clusters Score -6471083 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -6471346.500000 Penalty: 3519.500732
	Iteration 26Q: 3 clusters Score -6471346 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -6471528.000000 Penalty: 3519.500732
	Iteration 27Q: 3 clusters Score -6471528 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -6471805.500000 Penalty: 3519.500732
	Iteration 28Q: 3 clusters Score -6471806 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -6472052.000000 Penalty: 3519.500732
	Iteration 29Q: 3 clusters Score -6472052 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -6472278.500000 Penalty: 3519.500732
	Iteration 30Q: 3 clusters Score -6472278 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -6472439.500000 Penalty: 3519.500732
	Iteration 31Q: 3 clusters Score -6472440 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -6472608.500000 Penalty: 3519.500732
	Iteration 32Q: 3 clusters Score -6472608 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -6472796.000000 Penalty: 3519.500732
	Iteration 33Q: 3 clusters Score -6472796 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6472922.500000 Penalty: 3519.500732
	Iteration 34Q: 3 clusters Score -6472922 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6473048.500000 Penalty: 3519.500732
	Iteration 35Q: 3 clusters Score -6473048 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -6473139.000000 Penalty: 3519.500732
	Iteration 36Q: 3 clusters Score -6473139 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -6473206.000000 Penalty: 3519.500732
	Iteration 37Q: 3 clusters Score -6473206 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -6473276.000000 Penalty: 3519.500732
	Iteration 38Q: 3 clusters Score -6473276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -6473332.500000 Penalty: 3519.500732
	Iteration 39Q: 3 clusters Score -6473332 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -6473361.000000 Penalty: 3519.500732
	Iteration 40F: 3 clusters Score -6473361 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -6473389.500000 Penalty: 3519.500732
	Iteration 41Q: 3 clusters Score -6473390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -6473449.000000 Penalty: 3519.500732
	Iteration 42Q: 3 clusters Score -6473449 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -6473473.500000 Penalty: 3519.500732
	Iteration 43Q: 3 clusters Score -6473474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -6473512.500000 Penalty: 3519.500732
	Iteration 44Q: 3 clusters Score -6473512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -6473545.000000 Penalty: 3519.500732
	Iteration 45Q: 3 clusters Score -6473545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -6473576.500000 Penalty: 3519.500732
	Iteration 46Q: 3 clusters Score -6473576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -6473612.500000 Penalty: 3519.500732
	Iteration 47Q: 3 clusters Score -6473612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -6473641.500000 Penalty: 3519.500732
	Iteration 48Q: 3 clusters Score -6473642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -6473677.000000 Penalty: 3519.500732
	Iteration 49Q: 3 clusters Score -6473677 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -6473690.500000 Penalty: 3519.500732
	Iteration 50Q: 3 clusters Score -6473690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -6473711.000000 Penalty: 3519.500732
	Iteration 51Q: 3 clusters Score -6473711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -6473723.000000 Penalty: 3519.500732
	Iteration 52Q: 3 clusters Score -6473723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -6473726.000000 Penalty: 3519.500732
	Iteration 53Q: 3 clusters Score -6473726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -6473739.000000 Penalty: 3519.500732
	Iteration 54Q: 3 clusters Score -6473739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -6473748.000000 Penalty: 3519.500732
	Iteration 55Q: 3 clusters Score -6473748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -6473757.000000 Penalty: 3519.500732
	Iteration 56Q: 3 clusters Score -6473757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -6473763.000000 Penalty: 3519.500732
	Iteration 57Q: 3 clusters Score -6473763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -6473774.000000 Penalty: 3519.500732
	Iteration 58Q: 3 clusters Score -6473774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -6473782.500000 Penalty: 3519.500732
	Iteration 59Q: 3 clusters Score -6473782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -6473788.500000 Penalty: 3519.500732
	Iteration 60F: 3 clusters Score -6473788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -6473801.500000 Penalty: 3519.500732
	Iteration 61Q: 3 clusters Score -6473802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -6473808.500000 Penalty: 3519.500732
	Iteration 62Q: 3 clusters Score -6473808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -6473805.000000 Penalty: 3519.500732
	Iteration 63Q: 3 clusters Score -6473805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6473816.500000 Penalty: 3519.500732
	Iteration 64Q: 3 clusters Score -6473816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -6473821.000000 Penalty: 3519.500732
	Iteration 65Q: 3 clusters Score -6473821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -6473821.000000 Penalty: 3519.500732
	Iteration 66Q: 3 clusters Score -6473821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -6473819.500000 Penalty: 3519.500732
	Iteration 67Q: 3 clusters Score -6473820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -6473819.000000 Penalty: 3519.500732
	Iteration 68Q: 3 clusters Score -6473819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -6473821.500000 Penalty: 3519.500732
	Iteration 69Q: 3 clusters Score -6473822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -6473818.500000 Penalty: 3519.500732
	Iteration 70Q: 3 clusters Score -6473818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -6473818.500000 Penalty: 3519.500732
	Iteration 71F: 3 clusters Score -6473818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Entering Unmasked Estep 
Score: -5589760.500000 Penalty: 1735.669800
	Iteration 0F: 2 clusters Score -5589760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5560602.500000 Penalty: 3471.339600
	Iteration 0F: 3 clusters Score -5560602 nChanged 20303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5572190.000000 Penalty: 3471.339600
	Iteration 1F: 3 clusters Score -5572190 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -5572995.500000 Penalty: 3471.339600
	Iteration 2Q: 3 clusters Score -5572996 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -5574227.000000 Penalty: 3471.339600
	Iteration 3F: 3 clusters Score -5574227 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -5575949.000000 Penalty: 3471.339600
	Iteration 4F: 3 clusters Score -5575949 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -5578536.000000 Penalty: 3471.339600
	Iteration 5F: 3 clusters Score -5578536 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -5581589.000000 Penalty: 3471.339600
	Iteration 6F: 3 clusters Score -5581589 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5584264.000000 Penalty: 3471.339600
	Iteration 7F: 3 clusters Score -5584264 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5586100.500000 Penalty: 3471.339600
	Iteration 8Q: 3 clusters Score -5586100 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5587185.000000 Penalty: 3471.339600
	Iteration 9Q: 3 clusters Score -5587185 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -5587836.000000 Penalty: 3471.339600
	Iteration 10Q: 3 clusters Score -5587836 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -5588182.000000 Penalty: 3471.339600
	Iteration 11Q: 3 clusters Score -5588182 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5588384.500000 Penalty: 3471.339600
	Iteration 12Q: 3 clusters Score -5588384 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -5588500.000000 Penalty: 3471.339600
	Iteration 13Q: 3 clusters Score -5588500 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5588578.500000 Penalty: 3471.339600
	Iteration 14Q: 3 clusters Score -5588578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5588619.500000 Penalty: 3471.339600
	Iteration 15Q: 3 clusters Score -5588620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -5588632.000000 Penalty: 3471.339600
	Iteration 16Q: 3 clusters Score -5588632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5588639.000000 Penalty: 3471.339600
	Iteration 17Q: 3 clusters Score -5588639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5588634.500000 Penalty: 3471.339600
	Iteration 18Q: 3 clusters Score -5588634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -5588621.500000 Penalty: 3471.339600
	Iteration 19Q: 3 clusters Score -5588622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -5588631.500000 Penalty: 3471.339600
	Iteration 20F: 3 clusters Score -5588632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -5588640.500000 Penalty: 3471.339600
	Iteration 21Q: 3 clusters Score -5588640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -5588646.000000 Penalty: 3471.339600
	Iteration 22Q: 3 clusters Score -5588646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5588644.000000 Penalty: 3471.339600
	Iteration 23Q: 3 clusters Score -5588644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -5588652.000000 Penalty: 3471.339600
	Iteration 24Q: 3 clusters Score -5588652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -5588652.000000 Penalty: 3471.339600
	Iteration 25Q: 3 clusters Score -5588652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -5588649.500000 Penalty: 3471.339600
	Iteration 26Q: 3 clusters Score -5588650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -5588649.000000 Penalty: 3471.339600
	Iteration 27Q: 3 clusters Score -5588649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5588649.500000 Penalty: 3471.339600
	Iteration 28Q: 3 clusters Score -5588650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -5588651.000000 Penalty: 3471.339600
	Iteration 29Q: 3 clusters Score -5588651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -5588648.000000 Penalty: 3471.339600
	Iteration 30Q: 3 clusters Score -5588648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5588647.000000 Penalty: 3471.339600
	Iteration 31Q: 3 clusters Score -5588647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -5588649.000000 Penalty: 3471.339600
	Iteration 32Q: 3 clusters Score -5588649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -5588664.500000 Penalty: 3471.339600
	Iteration 33Q: 3 clusters Score -5588664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -5588663.500000 Penalty: 3471.339600
	Iteration 34Q: 3 clusters Score -5588664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -5588669.500000 Penalty: 3471.339600
	Iteration 35Q: 3 clusters Score -5588670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -5588671.500000 Penalty: 3471.339600
	Iteration 36Q: 3 clusters Score -5588672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5588672.500000 Penalty: 3471.339600
	Iteration 37Q: 3 clusters Score -5588672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -5588669.500000 Penalty: 3471.339600
	Iteration 38Q: 3 clusters Score -5588670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -5588669.500000 Penalty: 3471.339600
	Iteration 39Q: 3 clusters Score -5588670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -5588669.500000 Penalty: 3471.339600
	Iteration 40F: 3 clusters Score -5588670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -34237.410156 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -34237.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33392.738281 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -33392.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33561.027344 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -33561.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33634.546875 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -33634.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33653.507812 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -33653.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33658.460938 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -33658.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33659.515625 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -33659.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33659.515625 Penalty: 1854.810913
	Iteration 6F: 3 clusters Score -33659.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Entering Unmasked Estep 
Score: -2185295.750000 Penalty: 1586.929199
	Iteration 0F: 2 clusters Score -2185296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2173132.750000 Penalty: 3173.858398
	Iteration 0F: 3 clusters Score -2173133 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2177446.750000 Penalty: 3173.858398
	Iteration 1F: 3 clusters Score -2177447 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2177736.750000 Penalty: 3173.858398
	Iteration 2F: 3 clusters Score -2177737 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2177985.250000 Penalty: 3173.858398
	Iteration 3Q: 3 clusters Score -2177985 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2178229.750000 Penalty: 3173.858398
	Iteration 4Q: 3 clusters Score -2178230 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2178484.500000 Penalty: 3173.858398
	Iteration 5Q: 3 clusters Score -2178484 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2178793.750000 Penalty: 3173.858398
	Iteration 6Q: 3 clusters Score -2178794 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2179154.750000 Penalty: 3173.858398
	Iteration 7Q: 3 clusters Score -2179155 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2179613.750000 Penalty: 3173.858398
	Iteration 8Q: 3 clusters Score -2179614 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2180156.000000 Penalty: 3173.858398
	Iteration 9Q: 3 clusters Score -2180156 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2180840.250000 Penalty: 3173.858398
	Iteration 10F: 3 clusters Score -2180840 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2181573.750000 Penalty: 3173.858398
	Iteration 11F: 3 clusters Score -2181574 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2182257.500000 Penalty: 3173.858398
	Iteration 12Q: 3 clusters Score -2182258 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2182817.000000 Penalty: 3173.858398
	Iteration 13Q: 3 clusters Score -2182817 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2183265.500000 Penalty: 3173.858398
	Iteration 14Q: 3 clusters Score -2183266 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2183554.250000 Penalty: 3173.858398
	Iteration 15Q: 3 clusters Score -2183554 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2183742.750000 Penalty: 3173.858398
	Iteration 16Q: 3 clusters Score -2183743 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2183873.750000 Penalty: 3173.858398
	Iteration 17Q: 3 clusters Score -2183874 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2183958.250000 Penalty: 3173.858398
	Iteration 18Q: 3 clusters Score -2183958 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2184008.250000 Penalty: 3173.858398
	Iteration 19Q: 3 clusters Score -2184008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2184049.500000 Penalty: 3173.858398
	Iteration 20F: 3 clusters Score -2184050 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2184073.750000 Penalty: 3173.858398
	Iteration 21Q: 3 clusters Score -2184074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2184093.250000 Penalty: 3173.858398
	Iteration 22Q: 3 clusters Score -2184093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2184110.500000 Penalty: 3173.858398
	Iteration 23Q: 3 clusters Score -2184110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2184117.750000 Penalty: 3173.858398
	Iteration 24Q: 3 clusters Score -2184118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2184120.000000 Penalty: 3173.858398
	Iteration 25Q: 3 clusters Score -2184120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2184121.250000 Penalty: 3173.858398
	Iteration 26Q: 3 clusters Score -2184121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2184122.000000 Penalty: 3173.858398
	Iteration 27Q: 3 clusters Score -2184122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2184117.500000 Penalty: 3173.858398
	Iteration 28Q: 3 clusters Score -2184118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2184119.250000 Penalty: 3173.858398
	Iteration 29Q: 3 clusters Score -2184119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2184122.000000 Penalty: 3173.858398
	Iteration 30Q: 3 clusters Score -2184122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2184122.250000 Penalty: 3173.858398
	Iteration 31Q: 3 clusters Score -2184122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2184122.500000 Penalty: 3173.858398
	Iteration 32Q: 3 clusters Score -2184122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2184124.250000 Penalty: 3173.858398
	Iteration 33Q: 3 clusters Score -2184124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2184124.250000 Penalty: 3173.858398
	Iteration 34Q: 3 clusters Score -2184124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2184124.750000 Penalty: 3173.858398
	Iteration 35Q: 3 clusters Score -2184125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2184123.750000 Penalty: 3173.858398
	Iteration 36Q: 3 clusters Score -2184124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2184126.500000 Penalty: 3173.858398
	Iteration 37Q: 3 clusters Score -2184126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2184126.500000 Penalty: 3173.858398
	Iteration 38F: 3 clusters Score -2184126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -401007.218750 Penalty: 1316.029541
	Iteration 0F: 2 clusters Score -401007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -398131.375000 Penalty: 2632.059082
	Iteration 0F: 3 clusters Score -398131.4 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -398879.468750 Penalty: 2632.059082
	Iteration 1F: 3 clusters Score -398879.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -399040.281250 Penalty: 2632.059082
	Iteration 2F: 3 clusters Score -399040.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -399160.468750 Penalty: 2632.059082
	Iteration 3F: 3 clusters Score -399160.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -399261.437500 Penalty: 2632.059082
	Iteration 4Q: 3 clusters Score -399261.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -399338.625000 Penalty: 2632.059082
	Iteration 5Q: 3 clusters Score -399338.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -399412.156250 Penalty: 2632.059082
	Iteration 6Q: 3 clusters Score -399412.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -399488.218750 Penalty: 2632.059082
	Iteration 7Q: 3 clusters Score -399488.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -399571.843750 Penalty: 2632.059082
	Iteration 8Q: 3 clusters Score -399571.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -399641.343750 Penalty: 2632.059082
	Iteration 9Q: 3 clusters Score -399641.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -399712.031250 Penalty: 2632.059082
	Iteration 10Q: 3 clusters Score -399712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -399782.906250 Penalty: 2632.059082
	Iteration 11Q: 3 clusters Score -399782.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -399882.406250 Penalty: 2632.059082
	Iteration 12Q: 3 clusters Score -399882.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -400019.875000 Penalty: 2632.059082
	Iteration 13Q: 3 clusters Score -400019.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -400177.125000 Penalty: 2632.059082
	Iteration 14Q: 3 clusters Score -400177.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -400322.125000 Penalty: 2632.059082
	Iteration 15Q: 3 clusters Score -400322.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -400418.500000 Penalty: 2632.059082
	Iteration 16Q: 3 clusters Score -400418.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -400478.062500 Penalty: 2632.059082
	Iteration 17Q: 3 clusters Score -400478.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -400539.125000 Penalty: 2632.059082
	Iteration 18Q: 3 clusters Score -400539.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -400606.281250 Penalty: 2632.059082
	Iteration 19Q: 3 clusters Score -400606.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -400667.937500 Penalty: 2632.059082
	Iteration 20F: 3 clusters Score -400667.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -400698.781250 Penalty: 2632.059082
	Iteration 21Q: 3 clusters Score -400698.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -400729.062500 Penalty: 2632.059082
	Iteration 22Q: 3 clusters Score -400729.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -400762.406250 Penalty: 2632.059082
	Iteration 23Q: 3 clusters Score -400762.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -400804.125000 Penalty: 2632.059082
	Iteration 24Q: 3 clusters Score -400804.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -400818.843750 Penalty: 2632.059082
	Iteration 25Q: 3 clusters Score -400818.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -400825.437500 Penalty: 2632.059082
	Iteration 26Q: 3 clusters Score -400825.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -400830.093750 Penalty: 2632.059082
	Iteration 27Q: 3 clusters Score -400830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -400832.812500 Penalty: 2632.059082
	Iteration 28Q: 3 clusters Score -400832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -400834.125000 Penalty: 2632.059082
	Iteration 29Q: 3 clusters Score -400834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -400834.593750 Penalty: 2632.059082
	Iteration 30Q: 3 clusters Score -400834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -400835.812500 Penalty: 2632.059082
	Iteration 31Q: 3 clusters Score -400835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -400835.812500 Penalty: 2632.059082
	Iteration 32F: 3 clusters Score -400835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30174.152344 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -30174.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29283.628906 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -29283.63 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29458.890625 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -29458.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29528.220703 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -29528.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29613.281250 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -29613.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29759.125000 Penalty: 1903.828247
	Iteration 4F: 3 clusters Score -29759.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29837.451172 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -29837.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29876.994141 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -29876.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29943.947266 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -29943.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29989.425781 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -29989.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30046.232422 Penalty: 1903.828247
	Iteration 9Q: 3 clusters Score -30046.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30071.535156 Penalty: 1903.828247
	Iteration 10Q: 3 clusters Score -30071.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30076.201172 Penalty: 1903.828247
	Iteration 11Q: 3 clusters Score -30076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30077.595703 Penalty: 1903.828247
	Iteration 12Q: 3 clusters Score -30077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30077.595703 Penalty: 1903.828247
	Iteration 13F: 3 clusters Score -30077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -30651.416016 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -30651.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29787.423828 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -29787.42 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29956.279297 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -29956.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30023.267578 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -30023.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30088.255859 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -30088.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30136.167969 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -30136.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30163.013672 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -30163.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30203.761719 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -30203.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30209.626953 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -30209.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30209.626953 Penalty: 1863.335938
	Iteration 8F: 3 clusters Score -30209.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117089 members 
Entering Unmasked Estep 
Score: -14899231.000000 Penalty: 1896.487061
	Iteration 0F: 2 clusters Score -1.489923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -14825633.000000 Penalty: 3792.974121
	Iteration 0F: 3 clusters Score -1.482563e+07 nChanged 56472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -14858044.000000 Penalty: 3792.974121
	Iteration 1F: 3 clusters Score -1.485804e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -14858995.000000 Penalty: 3792.974121
	Iteration 2Q: 3 clusters Score -1.4859e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -14860152.000000 Penalty: 3792.974121
	Iteration 3Q: 3 clusters Score -1.486015e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -14861762.000000 Penalty: 3792.974121
	Iteration 4Q: 3 clusters Score -1.486176e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -14863893.000000 Penalty: 3792.974121
	Iteration 5Q: 3 clusters Score -1.486389e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -14866671.000000 Penalty: 3792.974121
	Iteration 6Q: 3 clusters Score -1.486667e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -14870832.000000 Penalty: 3792.974121
	Iteration 7F: 3 clusters Score -1.487083e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -14875716.000000 Penalty: 3792.974121
	Iteration 8F: 3 clusters Score -1.487572e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -14879866.000000 Penalty: 3792.974121
	Iteration 9F: 3 clusters Score -1.487987e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -14881948.000000 Penalty: 3792.974121
	Iteration 10Q: 3 clusters Score -1.488195e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -14882623.000000 Penalty: 3792.974121
	Iteration 11Q: 3 clusters Score -1.488262e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -14882867.000000 Penalty: 3792.974121
	Iteration 12Q: 3 clusters Score -1.488287e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -14883008.000000 Penalty: 3792.974121
	Iteration 13Q: 3 clusters Score -1.488301e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -14883125.000000 Penalty: 3792.974121
	Iteration 14Q: 3 clusters Score -1.488312e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -14883194.000000 Penalty: 3792.974121
	Iteration 15Q: 3 clusters Score -1.488319e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -14883359.000000 Penalty: 3792.974121
	Iteration 16Q: 3 clusters Score -1.488336e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -14883500.000000 Penalty: 3792.974121
	Iteration 17Q: 3 clusters Score -1.48835e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -14883695.000000 Penalty: 3792.974121
	Iteration 18Q: 3 clusters Score -1.48837e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -14883822.000000 Penalty: 3792.974121
	Iteration 19Q: 3 clusters Score -1.488382e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69779 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -14884017.000000 Penalty: 3792.974121
	Iteration 20F: 3 clusters Score -1.488402e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -14884159.000000 Penalty: 3792.974121
	Iteration 21Q: 3 clusters Score -1.488416e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -14884311.000000 Penalty: 3792.974121
	Iteration 22Q: 3 clusters Score -1.488431e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -14884500.000000 Penalty: 3792.974121
	Iteration 23Q: 3 clusters Score -1.48845e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -14884582.000000 Penalty: 3792.974121
	Iteration 24Q: 3 clusters Score -1.488458e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -14884798.000000 Penalty: 3792.974121
	Iteration 25Q: 3 clusters Score -1.48848e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -14885048.000000 Penalty: 3792.974121
	Iteration 26Q: 3 clusters Score -1.488505e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -14885169.000000 Penalty: 3792.974121
	Iteration 27Q: 3 clusters Score -1.488517e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -14885272.000000 Penalty: 3792.974121
	Iteration 28Q: 3 clusters Score -1.488527e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -14885460.000000 Penalty: 3792.974121
	Iteration 29Q: 3 clusters Score -1.488546e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78151 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -14885692.000000 Penalty: 3792.974121
	Iteration 30Q: 3 clusters Score -1.488569e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -14885961.000000 Penalty: 3792.974121
	Iteration 31Q: 3 clusters Score -1.488596e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -14886183.000000 Penalty: 3792.974121
	Iteration 32Q: 3 clusters Score -1.488618e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -14886477.000000 Penalty: 3792.974121
	Iteration 33Q: 3 clusters Score -1.488648e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -14886780.000000 Penalty: 3792.974121
	Iteration 34Q: 3 clusters Score -1.488678e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -14887259.000000 Penalty: 3792.974121
	Iteration 35Q: 3 clusters Score -1.488726e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -14887727.000000 Penalty: 3792.974121
	Iteration 36Q: 3 clusters Score -1.488773e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -14888151.000000 Penalty: 3792.974121
	Iteration 37Q: 3 clusters Score -1.488815e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -14888598.000000 Penalty: 3792.974121
	Iteration 38Q: 3 clusters Score -1.48886e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92312 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -14889228.000000 Penalty: 3792.974121
	Iteration 39Q: 3 clusters Score -1.488923e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -14889874.000000 Penalty: 3792.974121
	Iteration 40F: 3 clusters Score -1.488987e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -14890707.000000 Penalty: 3792.974121
	Iteration 41Q: 3 clusters Score -1.489071e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -14891628.000000 Penalty: 3792.974121
	Iteration 42Q: 3 clusters Score -1.489163e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -14892580.000000 Penalty: 3792.974121
	Iteration 43Q: 3 clusters Score -1.489258e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -14893507.000000 Penalty: 3792.974121
	Iteration 44Q: 3 clusters Score -1.489351e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -14894487.000000 Penalty: 3792.974121
	Iteration 45Q: 3 clusters Score -1.489449e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -14895485.000000 Penalty: 3792.974121
	Iteration 46Q: 3 clusters Score -1.489548e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109624 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -14896018.000000 Penalty: 3792.974121
	Iteration 47Q: 3 clusters Score -1.489602e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111172 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -14896446.000000 Penalty: 3792.974121
	Iteration 48Q: 3 clusters Score -1.489645e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112471 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -14896865.000000 Penalty: 3792.974121
	Iteration 49Q: 3 clusters Score -1.489686e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113457 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -14897158.000000 Penalty: 3792.974121
	Iteration 50Q: 3 clusters Score -1.489716e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -14897322.000000 Penalty: 3792.974121
	Iteration 51Q: 3 clusters Score -1.489732e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114722 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -14897486.000000 Penalty: 3792.974121
	Iteration 52Q: 3 clusters Score -1.489749e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115116 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -14897632.000000 Penalty: 3792.974121
	Iteration 53Q: 3 clusters Score -1.489763e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -14897724.000000 Penalty: 3792.974121
	Iteration 54Q: 3 clusters Score -1.489772e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115576 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -14897677.000000 Penalty: 3792.974121
	Iteration 55Q: 3 clusters Score -1.489768e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115711 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14897711.000000 Penalty: 3792.974121
	Iteration 56Q: 3 clusters Score -1.489771e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115807 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14897780.000000 Penalty: 3792.974121
	Iteration 57Q: 3 clusters Score -1.489778e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115899 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -14897803.000000 Penalty: 3792.974121
	Iteration 58Q: 3 clusters Score -1.48978e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -14897847.000000 Penalty: 3792.974121
	Iteration 59Q: 3 clusters Score -1.489785e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116014 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14897840.000000 Penalty: 3792.974121
	Iteration 60F: 3 clusters Score -1.489784e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116042 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -14897858.000000 Penalty: 3792.974121
	Iteration 61Q: 3 clusters Score -1.489786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116061 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14897854.000000 Penalty: 3792.974121
	Iteration 62Q: 3 clusters Score -1.489785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116067 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -14897869.000000 Penalty: 3792.974121
	Iteration 63Q: 3 clusters Score -1.489787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116075 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14897863.000000 Penalty: 3792.974121
	Iteration 64Q: 3 clusters Score -1.489786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -14897880.000000 Penalty: 3792.974121
	Iteration 65Q: 3 clusters Score -1.489788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116094 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14897884.000000 Penalty: 3792.974121
	Iteration 66Q: 3 clusters Score -1.489788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116104 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -14897886.000000 Penalty: 3792.974121
	Iteration 67Q: 3 clusters Score -1.489789e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14897907.000000 Penalty: 3792.974121
	Iteration 68Q: 3 clusters Score -1.489791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116129 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -14897913.000000 Penalty: 3792.974121
	Iteration 69Q: 3 clusters Score -1.489791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116140 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14897906.000000 Penalty: 3792.974121
	Iteration 70Q: 3 clusters Score -1.489791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116147 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -14897913.000000 Penalty: 3792.974121
	Iteration 71Q: 3 clusters Score -1.489791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116155 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -14897915.000000 Penalty: 3792.974121
	Iteration 72Q: 3 clusters Score -1.489792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116165 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -14897901.000000 Penalty: 3792.974121
	Iteration 73Q: 3 clusters Score -1.48979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -14897901.000000 Penalty: 3792.974121
	Iteration 74Q: 3 clusters Score -1.48979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14897908.000000 Penalty: 3792.974121
	Iteration 75Q: 3 clusters Score -1.489791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116201 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -14897927.000000 Penalty: 3792.974121
	Iteration 76Q: 3 clusters Score -1.489793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -14897925.000000 Penalty: 3792.974121
	Iteration 77Q: 3 clusters Score -1.489792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116205 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14897920.000000 Penalty: 3792.974121
	Iteration 78Q: 3 clusters Score -1.489792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116205 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14897923.000000 Penalty: 3792.974121
	Iteration 79Q: 3 clusters Score -1.489792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14897922.000000 Penalty: 3792.974121
	Iteration 80F: 3 clusters Score -1.489792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14897923.000000 Penalty: 3792.974121
	Iteration 81Q: 3 clusters Score -1.489792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -14897936.000000 Penalty: 3792.974121
	Iteration 82Q: 3 clusters Score -1.489794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14897938.000000 Penalty: 3792.974121
	Iteration 83Q: 3 clusters Score -1.489794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116216 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -14897935.000000 Penalty: 3792.974121
	Iteration 84Q: 3 clusters Score -1.489794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116218 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14897928.000000 Penalty: 3792.974121
	Iteration 85Q: 3 clusters Score -1.489793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14897938.000000 Penalty: 3792.974121
	Iteration 86Q: 3 clusters Score -1.489794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14897938.000000 Penalty: 3792.974121
	Iteration 87Q: 3 clusters Score -1.489794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14897944.000000 Penalty: 3792.974121
	Iteration 88Q: 3 clusters Score -1.489794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14897944.000000 Penalty: 3792.974121
	Iteration 89F: 3 clusters Score -1.489794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Entering Unmasked Estep 
Score: -4693700.000000 Penalty: 1707.664551
	Iteration 0F: 2 clusters Score -4693700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4669279.000000 Penalty: 3415.329102
	Iteration 0F: 3 clusters Score -4669279 nChanged 16895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4678444.500000 Penalty: 3415.329102
	Iteration 1F: 3 clusters Score -4678444 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4678962.000000 Penalty: 3415.329102
	Iteration 2Q: 3 clusters Score -4678962 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -4679615.500000 Penalty: 3415.329102
	Iteration 3Q: 3 clusters Score -4679616 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4680592.500000 Penalty: 3415.329102
	Iteration 4F: 3 clusters Score -4680592 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -4682056.000000 Penalty: 3415.329102
	Iteration 5F: 3 clusters Score -4682056 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -4684134.000000 Penalty: 3415.329102
	Iteration 6F: 3 clusters Score -4684134 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4686700.000000 Penalty: 3415.329102
	Iteration 7F: 3 clusters Score -4686700 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -4688996.500000 Penalty: 3415.329102
	Iteration 8F: 3 clusters Score -4688996 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4690544.500000 Penalty: 3415.329102
	Iteration 9Q: 3 clusters Score -4690544 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4691441.500000 Penalty: 3415.329102
	Iteration 10Q: 3 clusters Score -4691442 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4691905.500000 Penalty: 3415.329102
	Iteration 11Q: 3 clusters Score -4691906 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4692119.000000 Penalty: 3415.329102
	Iteration 12Q: 3 clusters Score -4692119 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4692268.500000 Penalty: 3415.329102
	Iteration 13Q: 3 clusters Score -4692268 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -4692360.500000 Penalty: 3415.329102
	Iteration 14Q: 3 clusters Score -4692360 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4692405.500000 Penalty: 3415.329102
	Iteration 15Q: 3 clusters Score -4692406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -4692429.000000 Penalty: 3415.329102
	Iteration 16Q: 3 clusters Score -4692429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4692463.500000 Penalty: 3415.329102
	Iteration 17Q: 3 clusters Score -4692464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4692477.500000 Penalty: 3415.329102
	Iteration 18Q: 3 clusters Score -4692478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -4692485.000000 Penalty: 3415.329102
	Iteration 19Q: 3 clusters Score -4692485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4692489.500000 Penalty: 3415.329102
	Iteration 20F: 3 clusters Score -4692490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4692492.000000 Penalty: 3415.329102
	Iteration 21Q: 3 clusters Score -4692492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4692495.000000 Penalty: 3415.329102
	Iteration 22Q: 3 clusters Score -4692495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -4692493.000000 Penalty: 3415.329102
	Iteration 23Q: 3 clusters Score -4692493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -4692499.000000 Penalty: 3415.329102
	Iteration 24Q: 3 clusters Score -4692499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -4692498.000000 Penalty: 3415.329102
	Iteration 25Q: 3 clusters Score -4692498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4692504.000000 Penalty: 3415.329102
	Iteration 26Q: 3 clusters Score -4692504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4692513.500000 Penalty: 3415.329102
	Iteration 27Q: 3 clusters Score -4692514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4692510.000000 Penalty: 3415.329102
	Iteration 28Q: 3 clusters Score -4692510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4692506.000000 Penalty: 3415.329102
	Iteration 29Q: 3 clusters Score -4692506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4692513.000000 Penalty: 3415.329102
	Iteration 30Q: 3 clusters Score -4692513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4692508.500000 Penalty: 3415.329102
	Iteration 31Q: 3 clusters Score -4692508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4692511.000000 Penalty: 3415.329102
	Iteration 32Q: 3 clusters Score -4692511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4692511.000000 Penalty: 3415.329102
	Iteration 33Q: 3 clusters Score -4692511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4692511.000000 Penalty: 3415.329102
	Iteration 34F: 3 clusters Score -4692511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Entering Unmasked Estep 
Score: -1564561.625000 Penalty: 1530.082031
	Iteration 0F: 2 clusters Score -1564562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1556020.625000 Penalty: 3060.164062
	Iteration 0F: 3 clusters Score -1556021 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1558901.125000 Penalty: 3060.164062
	Iteration 1F: 3 clusters Score -1558901 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1559244.750000 Penalty: 3060.164062
	Iteration 2F: 3 clusters Score -1559245 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1559594.125000 Penalty: 3060.164062
	Iteration 3F: 3 clusters Score -1559594 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1560008.000000 Penalty: 3060.164062
	Iteration 4F: 3 clusters Score -1560008 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1560553.625000 Penalty: 3060.164062
	Iteration 5F: 3 clusters Score -1560554 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1561170.000000 Penalty: 3060.164062
	Iteration 6F: 3 clusters Score -1561170 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1561776.875000 Penalty: 3060.164062
	Iteration 7F: 3 clusters Score -1561777 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1562280.625000 Penalty: 3060.164062
	Iteration 8Q: 3 clusters Score -1562281 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1562711.375000 Penalty: 3060.164062
	Iteration 9Q: 3 clusters Score -1562711 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1562992.125000 Penalty: 3060.164062
	Iteration 10Q: 3 clusters Score -1562992 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1563157.875000 Penalty: 3060.164062
	Iteration 11Q: 3 clusters Score -1563158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1563249.250000 Penalty: 3060.164062
	Iteration 12Q: 3 clusters Score -1563249 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1563287.875000 Penalty: 3060.164062
	Iteration 13Q: 3 clusters Score -1563288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1563311.125000 Penalty: 3060.164062
	Iteration 14Q: 3 clusters Score -1563311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1563332.875000 Penalty: 3060.164062
	Iteration 15Q: 3 clusters Score -1563333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1563348.750000 Penalty: 3060.164062
	Iteration 16Q: 3 clusters Score -1563349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1563360.875000 Penalty: 3060.164062
	Iteration 17Q: 3 clusters Score -1563361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1563367.500000 Penalty: 3060.164062
	Iteration 18Q: 3 clusters Score -1563368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1563371.750000 Penalty: 3060.164062
	Iteration 19Q: 3 clusters Score -1563372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1563375.500000 Penalty: 3060.164062
	Iteration 20F: 3 clusters Score -1563376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1563376.625000 Penalty: 3060.164062
	Iteration 21Q: 3 clusters Score -1563377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1563378.500000 Penalty: 3060.164062
	Iteration 22Q: 3 clusters Score -1563378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1563381.500000 Penalty: 3060.164062
	Iteration 23Q: 3 clusters Score -1563382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1563381.750000 Penalty: 3060.164062
	Iteration 24Q: 3 clusters Score -1563382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1563381.875000 Penalty: 3060.164062
	Iteration 25Q: 3 clusters Score -1563382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1563382.625000 Penalty: 3060.164062
	Iteration 26Q: 3 clusters Score -1563383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1563385.625000 Penalty: 3060.164062
	Iteration 27Q: 3 clusters Score -1563386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1563386.750000 Penalty: 3060.164062
	Iteration 28Q: 3 clusters Score -1563387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1563389.750000 Penalty: 3060.164062
	Iteration 29Q: 3 clusters Score -1563390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1563392.000000 Penalty: 3060.164062
	Iteration 30Q: 3 clusters Score -1563392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1563391.625000 Penalty: 3060.164062
	Iteration 31Q: 3 clusters Score -1563392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1563390.250000 Penalty: 3060.164062
	Iteration 32Q: 3 clusters Score -1563390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1563389.750000 Penalty: 3060.164062
	Iteration 33Q: 3 clusters Score -1563390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1563389.000000 Penalty: 3060.164062
	Iteration 34Q: 3 clusters Score -1563389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1563391.875000 Penalty: 3060.164062
	Iteration 35Q: 3 clusters Score -1563392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1563394.375000 Penalty: 3060.164062
	Iteration 36Q: 3 clusters Score -1563394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1563395.000000 Penalty: 3060.164062
	Iteration 37Q: 3 clusters Score -1563395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1563394.625000 Penalty: 3060.164062
	Iteration 38Q: 3 clusters Score -1563395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1563394.750000 Penalty: 3060.164062
	Iteration 39Q: 3 clusters Score -1563395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1563400.875000 Penalty: 3060.164062
	Iteration 40F: 3 clusters Score -1563401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1563400.000000 Penalty: 3060.164062
	Iteration 41Q: 3 clusters Score -1563400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1563399.625000 Penalty: 3060.164062
	Iteration 42Q: 3 clusters Score -1563400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1563399.375000 Penalty: 3060.164062
	Iteration 43Q: 3 clusters Score -1563399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1563401.000000 Penalty: 3060.164062
	Iteration 44Q: 3 clusters Score -1563401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1563402.000000 Penalty: 3060.164062
	Iteration 45Q: 3 clusters Score -1563402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1563402.000000 Penalty: 3060.164062
	Iteration 46F: 3 clusters Score -1563402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Entering Unmasked Estep 
Score: -5886739.500000 Penalty: 1744.016724
	Iteration 0F: 2 clusters Score -5886740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5855993.500000 Penalty: 3488.033447
	Iteration 0F: 3 clusters Score -5855994 nChanged 21599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -5867893.000000 Penalty: 3488.033447
	Iteration 1F: 3 clusters Score -5867893 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5868302.500000 Penalty: 3488.033447
	Iteration 2Q: 3 clusters Score -5868302 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5868736.000000 Penalty: 3488.033447
	Iteration 3Q: 3 clusters Score -5868736 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -5869220.000000 Penalty: 3488.033447
	Iteration 4Q: 3 clusters Score -5869220 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5869941.000000 Penalty: 3488.033447
	Iteration 5Q: 3 clusters Score -5869941 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5870951.000000 Penalty: 3488.033447
	Iteration 6Q: 3 clusters Score -5870951 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5872439.500000 Penalty: 3488.033447
	Iteration 7F: 3 clusters Score -5872440 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5874361.000000 Penalty: 3488.033447
	Iteration 8F: 3 clusters Score -5874361 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5876347.000000 Penalty: 3488.033447
	Iteration 9F: 3 clusters Score -5876347 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -5877966.500000 Penalty: 3488.033447
	Iteration 10F: 3 clusters Score -5877966 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -5879046.500000 Penalty: 3488.033447
	Iteration 11Q: 3 clusters Score -5879046 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -5879723.000000 Penalty: 3488.033447
	Iteration 12Q: 3 clusters Score -5879723 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -5880188.000000 Penalty: 3488.033447
	Iteration 13Q: 3 clusters Score -5880188 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -5880640.000000 Penalty: 3488.033447
	Iteration 14Q: 3 clusters Score -5880640 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5881136.000000 Penalty: 3488.033447
	Iteration 15Q: 3 clusters Score -5881136 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -5881666.000000 Penalty: 3488.033447
	Iteration 16Q: 3 clusters Score -5881666 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -5882233.500000 Penalty: 3488.033447
	Iteration 17Q: 3 clusters Score -5882234 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5882712.500000 Penalty: 3488.033447
	Iteration 18Q: 3 clusters Score -5882712 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -5883172.000000 Penalty: 3488.033447
	Iteration 19Q: 3 clusters Score -5883172 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5883662.000000 Penalty: 3488.033447
	Iteration 20F: 3 clusters Score -5883662 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5884051.500000 Penalty: 3488.033447
	Iteration 21Q: 3 clusters Score -5884052 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5884386.000000 Penalty: 3488.033447
	Iteration 22Q: 3 clusters Score -5884386 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5884643.000000 Penalty: 3488.033447
	Iteration 23Q: 3 clusters Score -5884643 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5884830.500000 Penalty: 3488.033447
	Iteration 24Q: 3 clusters Score -5884830 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5884971.000000 Penalty: 3488.033447
	Iteration 25Q: 3 clusters Score -5884971 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5885087.500000 Penalty: 3488.033447
	Iteration 26Q: 3 clusters Score -5885088 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5885181.500000 Penalty: 3488.033447
	Iteration 27Q: 3 clusters Score -5885182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5885242.500000 Penalty: 3488.033447
	Iteration 28Q: 3 clusters Score -5885242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5885300.500000 Penalty: 3488.033447
	Iteration 29Q: 3 clusters Score -5885300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5885332.000000 Penalty: 3488.033447
	Iteration 30Q: 3 clusters Score -5885332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5885350.000000 Penalty: 3488.033447
	Iteration 31Q: 3 clusters Score -5885350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5885360.500000 Penalty: 3488.033447
	Iteration 32Q: 3 clusters Score -5885360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5885378.000000 Penalty: 3488.033447
	Iteration 33Q: 3 clusters Score -5885378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5885369.500000 Penalty: 3488.033447
	Iteration 34Q: 3 clusters Score -5885370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5885387.500000 Penalty: 3488.033447
	Iteration 35Q: 3 clusters Score -5885388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5885398.500000 Penalty: 3488.033447
	Iteration 36Q: 3 clusters Score -5885398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5885407.000000 Penalty: 3488.033447
	Iteration 37Q: 3 clusters Score -5885407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5885416.500000 Penalty: 3488.033447
	Iteration 38Q: 3 clusters Score -5885416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5885427.000000 Penalty: 3488.033447
	Iteration 39Q: 3 clusters Score -5885427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5885425.000000 Penalty: 3488.033447
	Iteration 40F: 3 clusters Score -5885425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5885430.500000 Penalty: 3488.033447
	Iteration 41Q: 3 clusters Score -5885430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5885437.500000 Penalty: 3488.033447
	Iteration 42Q: 3 clusters Score -5885438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5885433.500000 Penalty: 3488.033447
	Iteration 43Q: 3 clusters Score -5885434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5885436.000000 Penalty: 3488.033447
	Iteration 44Q: 3 clusters Score -5885436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5885436.000000 Penalty: 3488.033447
	Iteration 45F: 3 clusters Score -5885436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (106962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Entering Unmasked Estep 
Score: -13851266.000000 Penalty: 1881.787231
	Iteration 0F: 2 clusters Score -1.385127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -13786845.000000 Penalty: 3763.574463
	Iteration 0F: 3 clusters Score -1.378684e+07 nChanged 51275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -13816988.000000 Penalty: 3763.574463
	Iteration 1F: 3 clusters Score -1.381699e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -13817901.000000 Penalty: 3763.574463
	Iteration 2Q: 3 clusters Score -1.38179e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -13818901.000000 Penalty: 3763.574463
	Iteration 3Q: 3 clusters Score -1.38189e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -13820741.000000 Penalty: 3763.574463
	Iteration 4Q: 3 clusters Score -1.382074e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -13823249.000000 Penalty: 3763.574463
	Iteration 5F: 3 clusters Score -1.382325e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -13826046.000000 Penalty: 3763.574463
	Iteration 6F: 3 clusters Score -1.382605e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -13828732.000000 Penalty: 3763.574463
	Iteration 7F: 3 clusters Score -1.382873e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -13831067.000000 Penalty: 3763.574463
	Iteration 8F: 3 clusters Score -1.383107e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -13832497.000000 Penalty: 3763.574463
	Iteration 9Q: 3 clusters Score -1.38325e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -13834057.000000 Penalty: 3763.574463
	Iteration 10Q: 3 clusters Score -1.383406e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -13835222.000000 Penalty: 3763.574463
	Iteration 11Q: 3 clusters Score -1.383522e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -13836593.000000 Penalty: 3763.574463
	Iteration 12Q: 3 clusters Score -1.383659e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -13837923.000000 Penalty: 3763.574463
	Iteration 13Q: 3 clusters Score -1.383792e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86486 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -13839255.000000 Penalty: 3763.574463
	Iteration 14Q: 3 clusters Score -1.383926e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -13840428.000000 Penalty: 3763.574463
	Iteration 15Q: 3 clusters Score -1.384043e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -13841480.000000 Penalty: 3763.574463
	Iteration 16Q: 3 clusters Score -1.384148e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -13842388.000000 Penalty: 3763.574463
	Iteration 17Q: 3 clusters Score -1.384239e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -13843156.000000 Penalty: 3763.574463
	Iteration 18Q: 3 clusters Score -1.384316e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95137 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -13843710.000000 Penalty: 3763.574463
	Iteration 19Q: 3 clusters Score -1.384371e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -13844331.000000 Penalty: 3763.574463
	Iteration 20F: 3 clusters Score -1.384433e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -13844952.000000 Penalty: 3763.574463
	Iteration 21Q: 3 clusters Score -1.384495e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -13845450.000000 Penalty: 3763.574463
	Iteration 22Q: 3 clusters Score -1.384545e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -13846081.000000 Penalty: 3763.574463
	Iteration 23Q: 3 clusters Score -1.384608e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -13846856.000000 Penalty: 3763.574463
	Iteration 24Q: 3 clusters Score -1.384686e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -13847439.000000 Penalty: 3763.574463
	Iteration 25Q: 3 clusters Score -1.384744e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -13848026.000000 Penalty: 3763.574463
	Iteration 26Q: 3 clusters Score -1.384803e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -13848454.000000 Penalty: 3763.574463
	Iteration 27Q: 3 clusters Score -1.384845e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -13848801.000000 Penalty: 3763.574463
	Iteration 28Q: 3 clusters Score -1.38488e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104343 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -13849154.000000 Penalty: 3763.574463
	Iteration 29Q: 3 clusters Score -1.384915e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -13849362.000000 Penalty: 3763.574463
	Iteration 30Q: 3 clusters Score -1.384936e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13849534.000000 Penalty: 3763.574463
	Iteration 31Q: 3 clusters Score -1.384953e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -13849614.000000 Penalty: 3763.574463
	Iteration 32Q: 3 clusters Score -1.384961e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13849665.000000 Penalty: 3763.574463
	Iteration 33Q: 3 clusters Score -1.384966e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -13849731.000000 Penalty: 3763.574463
	Iteration 34Q: 3 clusters Score -1.384973e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -13849763.000000 Penalty: 3763.574463
	Iteration 35Q: 3 clusters Score -1.384976e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105692 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13849798.000000 Penalty: 3763.574463
	Iteration 36Q: 3 clusters Score -1.38498e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13849816.000000 Penalty: 3763.574463
	Iteration 37Q: 3 clusters Score -1.384982e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13849837.000000 Penalty: 3763.574463
	Iteration 38Q: 3 clusters Score -1.384984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13849849.000000 Penalty: 3763.574463
	Iteration 39Q: 3 clusters Score -1.384985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -13849843.000000 Penalty: 3763.574463
	Iteration 40F: 3 clusters Score -1.384984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13849842.000000 Penalty: 3763.574463
	Iteration 41Q: 3 clusters Score -1.384984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13849857.000000 Penalty: 3763.574463
	Iteration 42Q: 3 clusters Score -1.384986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -13849864.000000 Penalty: 3763.574463
	Iteration 43Q: 3 clusters Score -1.384986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13849869.000000 Penalty: 3763.574463
	Iteration 44Q: 3 clusters Score -1.384987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -13849869.000000 Penalty: 3763.574463
	Iteration 45Q: 3 clusters Score -1.384987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -13849889.000000 Penalty: 3763.574463
	Iteration 46Q: 3 clusters Score -1.384989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13849905.000000 Penalty: 3763.574463
	Iteration 47Q: 3 clusters Score -1.38499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13849911.000000 Penalty: 3763.574463
	Iteration 48Q: 3 clusters Score -1.384991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105972 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13849897.000000 Penalty: 3763.574463
	Iteration 49Q: 3 clusters Score -1.38499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13849917.000000 Penalty: 3763.574463
	Iteration 50Q: 3 clusters Score -1.384992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13849924.000000 Penalty: 3763.574463
	Iteration 51Q: 3 clusters Score -1.384992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -13849919.000000 Penalty: 3763.574463
	Iteration 52Q: 3 clusters Score -1.384992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13849917.000000 Penalty: 3763.574463
	Iteration 53Q: 3 clusters Score -1.384992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13849905.000000 Penalty: 3763.574463
	Iteration 54Q: 3 clusters Score -1.38499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13849919.000000 Penalty: 3763.574463
	Iteration 55Q: 3 clusters Score -1.384992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106043 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13849924.000000 Penalty: 3763.574463
	Iteration 56Q: 3 clusters Score -1.384992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106053 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13849926.000000 Penalty: 3763.574463
	Iteration 57Q: 3 clusters Score -1.384993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -13849943.000000 Penalty: 3763.574463
	Iteration 58Q: 3 clusters Score -1.384994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106066 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13849952.000000 Penalty: 3763.574463
	Iteration 59Q: 3 clusters Score -1.384995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13849962.000000 Penalty: 3763.574463
	Iteration 60F: 3 clusters Score -1.384996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13849946.000000 Penalty: 3763.574463
	Iteration 61Q: 3 clusters Score -1.384995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13849946.000000 Penalty: 3763.574463
	Iteration 62F: 3 clusters Score -1.384995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Entering Unmasked Estep 
Score: -3517038.750000 Penalty: 1661.566895
	Iteration 0F: 2 clusters Score -3517039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3498429.750000 Penalty: 3323.133789
	Iteration 0F: 3 clusters Score -3498430 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3505710.250000 Penalty: 3323.133789
	Iteration 1F: 3 clusters Score -3505710 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3506474.000000 Penalty: 3323.133789
	Iteration 2F: 3 clusters Score -3506474 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3507360.750000 Penalty: 3323.133789
	Iteration 3F: 3 clusters Score -3507361 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3508497.000000 Penalty: 3323.133789
	Iteration 4F: 3 clusters Score -3508497 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3509882.500000 Penalty: 3323.133789
	Iteration 5F: 3 clusters Score -3509882 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3511463.750000 Penalty: 3323.133789
	Iteration 6F: 3 clusters Score -3511464 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3512942.750000 Penalty: 3323.133789
	Iteration 7F: 3 clusters Score -3512943 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3514130.000000 Penalty: 3323.133789
	Iteration 8Q: 3 clusters Score -3514130 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3514905.250000 Penalty: 3323.133789
	Iteration 9Q: 3 clusters Score -3514905 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3515285.250000 Penalty: 3323.133789
	Iteration 10Q: 3 clusters Score -3515285 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3515466.500000 Penalty: 3323.133789
	Iteration 11Q: 3 clusters Score -3515466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3515563.750000 Penalty: 3323.133789
	Iteration 12Q: 3 clusters Score -3515564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3515601.500000 Penalty: 3323.133789
	Iteration 13Q: 3 clusters Score -3515602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3515611.250000 Penalty: 3323.133789
	Iteration 14Q: 3 clusters Score -3515611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3515614.750000 Penalty: 3323.133789
	Iteration 15Q: 3 clusters Score -3515615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3515629.500000 Penalty: 3323.133789
	Iteration 16Q: 3 clusters Score -3515630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3515638.750000 Penalty: 3323.133789
	Iteration 17Q: 3 clusters Score -3515639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3515643.000000 Penalty: 3323.133789
	Iteration 18Q: 3 clusters Score -3515643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3515648.000000 Penalty: 3323.133789
	Iteration 19Q: 3 clusters Score -3515648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3515649.750000 Penalty: 3323.133789
	Iteration 20F: 3 clusters Score -3515650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3515652.750000 Penalty: 3323.133789
	Iteration 21Q: 3 clusters Score -3515653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3515656.000000 Penalty: 3323.133789
	Iteration 22Q: 3 clusters Score -3515656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3515655.750000 Penalty: 3323.133789
	Iteration 23Q: 3 clusters Score -3515656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3515655.750000 Penalty: 3323.133789
	Iteration 24F: 3 clusters Score -3515656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115854 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50475 members 
Mstep: Class 7 contains 43523 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17426 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117089 members 
Mstep: Class 18 contains 36633 members 
Mstep: Class 20 contains 12282 members 
Mstep: Class 21 contains 45817 members 
Mstep: Class 23 contains 106962 members 
Mstep: Class 24 contains 27585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808008.000000 Penalty: 36656.769531
Iteration 439Q: 18 clusters Score -7.280801e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115862 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50476 members 
Mstep: Class 7 contains 43523 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17425 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117084 members 
Mstep: Class 18 contains 36628 members 
Mstep: Class 20 contains 12281 members 
Mstep: Class 21 contains 45816 members 
Mstep: Class 23 contains 106965 members 
Mstep: Class 24 contains 27587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72808048.000000 Penalty: 36656.769531
Iteration 440F: 18 clusters Score -7.280805e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115872 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50481 members 
Mstep: Class 7 contains 43523 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17425 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117074 members 
Mstep: Class 18 contains 36622 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 45816 members 
Mstep: Class 23 contains 106965 members 
Mstep: Class 24 contains 27590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807912.000000 Penalty: 36656.769531
Iteration 441Q: 18 clusters Score -7.280791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115878 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50481 members 
Mstep: Class 7 contains 43521 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17424 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117077 members 
Mstep: Class 18 contains 36617 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 45815 members 
Mstep: Class 23 contains 106965 members 
Mstep: Class 24 contains 27591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807880.000000 Penalty: 36656.769531
Iteration 442Q: 18 clusters Score -7.280788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115884 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50482 members 
Mstep: Class 7 contains 43520 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17422 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117079 members 
Mstep: Class 18 contains 36616 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106964 members 
Mstep: Class 24 contains 27591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807896.000000 Penalty: 36656.769531
Iteration 443Q: 18 clusters Score -7.28079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115891 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50486 members 
Mstep: Class 7 contains 43519 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17420 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117076 members 
Mstep: Class 18 contains 36616 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 45807 members 
Mstep: Class 23 contains 106964 members 
Mstep: Class 24 contains 27591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807904.000000 Penalty: 36656.769531
Iteration 444Q: 18 clusters Score -7.28079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115895 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50487 members 
Mstep: Class 7 contains 43517 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17419 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117078 members 
Mstep: Class 18 contains 36615 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 45804 members 
Mstep: Class 23 contains 106964 members 
Mstep: Class 24 contains 27591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807896.000000 Penalty: 36656.769531
Iteration 445Q: 18 clusters Score -7.28079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115898 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50484 members 
Mstep: Class 7 contains 43516 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17418 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117085 members 
Mstep: Class 18 contains 36610 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 45804 members 
Mstep: Class 23 contains 106964 members 
Mstep: Class 24 contains 27591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 446Q: 18 clusters Score -7.280785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115899 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50484 members 
Mstep: Class 7 contains 43513 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17417 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117092 members 
Mstep: Class 18 contains 36607 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 45803 members 
Mstep: Class 23 contains 106964 members 
Mstep: Class 24 contains 27591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807856.000000 Penalty: 36656.769531
Iteration 447Q: 18 clusters Score -7.280786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115906 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50484 members 
Mstep: Class 7 contains 43510 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17416 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117091 members 
Mstep: Class 18 contains 36604 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 45804 members 
Mstep: Class 23 contains 106964 members 
Mstep: Class 24 contains 27591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 448Q: 18 clusters Score -7.280785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115909 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50490 members 
Mstep: Class 7 contains 43508 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17415 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117090 members 
Mstep: Class 18 contains 36601 members 
Mstep: Class 20 contains 12279 members 
Mstep: Class 21 contains 45802 members 
Mstep: Class 23 contains 106965 members 
Mstep: Class 24 contains 27591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807832.000000 Penalty: 36656.769531
Iteration 449Q: 18 clusters Score -7.280783e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115912 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50491 members 
Mstep: Class 7 contains 43509 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17413 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117087 members 
Mstep: Class 18 contains 36598 members 
Mstep: Class 20 contains 12279 members 
Mstep: Class 21 contains 45803 members 
Mstep: Class 23 contains 106965 members 
Mstep: Class 24 contains 27593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807872.000000 Penalty: 36656.769531
Iteration 450Q: 18 clusters Score -7.280787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115921 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50488 members 
Mstep: Class 7 contains 43507 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17412 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117088 members 
Mstep: Class 18 contains 36595 members 
Mstep: Class 20 contains 12279 members 
Mstep: Class 21 contains 45802 members 
Mstep: Class 23 contains 106966 members 
Mstep: Class 24 contains 27592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807872.000000 Penalty: 36656.769531
Iteration 451Q: 18 clusters Score -7.280787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115915 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50494 members 
Mstep: Class 7 contains 43508 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17410 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117088 members 
Mstep: Class 18 contains 36594 members 
Mstep: Class 20 contains 12279 members 
Mstep: Class 21 contains 45803 members 
Mstep: Class 23 contains 106966 members 
Mstep: Class 24 contains 27593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 452Q: 18 clusters Score -7.280785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115911 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50500 members 
Mstep: Class 7 contains 43509 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17407 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117094 members 
Mstep: Class 18 contains 36591 members 
Mstep: Class 20 contains 12278 members 
Mstep: Class 21 contains 45803 members 
Mstep: Class 23 contains 106965 members 
Mstep: Class 24 contains 27592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807936.000000 Penalty: 36656.769531
Iteration 453Q: 18 clusters Score -7.280794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115908 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50504 members 
Mstep: Class 7 contains 43506 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17404 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117097 members 
Mstep: Class 18 contains 36590 members 
Mstep: Class 20 contains 12278 members 
Mstep: Class 21 contains 45806 members 
Mstep: Class 23 contains 106965 members 
Mstep: Class 24 contains 27592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807944.000000 Penalty: 36656.769531
Iteration 454Q: 18 clusters Score -7.280794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115906 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50512 members 
Mstep: Class 7 contains 43506 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17401 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117099 members 
Mstep: Class 18 contains 36582 members 
Mstep: Class 20 contains 12278 members 
Mstep: Class 21 contains 45806 members 
Mstep: Class 23 contains 106966 members 
Mstep: Class 24 contains 27594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807936.000000 Penalty: 36656.769531
Iteration 455Q: 18 clusters Score -7.280794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115902 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50518 members 
Mstep: Class 7 contains 43505 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17401 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117098 members 
Mstep: Class 18 contains 36578 members 
Mstep: Class 20 contains 12278 members 
Mstep: Class 21 contains 45807 members 
Mstep: Class 23 contains 106967 members 
Mstep: Class 24 contains 27597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807888.000000 Penalty: 36656.769531
Iteration 456Q: 18 clusters Score -7.280789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115906 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50519 members 
Mstep: Class 7 contains 43504 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17399 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117101 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 20 contains 12278 members 
Mstep: Class 21 contains 45807 members 
Mstep: Class 23 contains 106967 members 
Mstep: Class 24 contains 27600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807912.000000 Penalty: 36656.769531
Iteration 457Q: 18 clusters Score -7.280791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115910 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50522 members 
Mstep: Class 7 contains 43500 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17395 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117105 members 
Mstep: Class 18 contains 36569 members 
Mstep: Class 20 contains 12277 members 
Mstep: Class 21 contains 45808 members 
Mstep: Class 23 contains 106966 members 
Mstep: Class 24 contains 27601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807904.000000 Penalty: 36656.769531
Iteration 458Q: 18 clusters Score -7.28079e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115904 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50526 members 
Mstep: Class 7 contains 43499 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17390 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117113 members 
Mstep: Class 18 contains 36565 members 
Mstep: Class 20 contains 12276 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106965 members 
Mstep: Class 24 contains 27603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807896.000000 Penalty: 36656.769531
Iteration 459Q: 18 clusters Score -7.28079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115902 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50530 members 
Mstep: Class 7 contains 43497 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17388 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117114 members 
Mstep: Class 18 contains 36561 members 
Mstep: Class 20 contains 12273 members 
Mstep: Class 21 contains 45819 members 
Mstep: Class 23 contains 106966 members 
Mstep: Class 24 contains 27603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807912.000000 Penalty: 36656.769531
Iteration 460F: 18 clusters Score -7.280791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115904 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50530 members 
Mstep: Class 7 contains 43496 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17385 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117119 members 
Mstep: Class 18 contains 36558 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 45819 members 
Mstep: Class 23 contains 106966 members 
Mstep: Class 24 contains 27605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807896.000000 Penalty: 36656.769531
Iteration 461Q: 18 clusters Score -7.28079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115906 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50532 members 
Mstep: Class 7 contains 43495 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117124 members 
Mstep: Class 18 contains 36554 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45816 members 
Mstep: Class 23 contains 106967 members 
Mstep: Class 24 contains 27606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807872.000000 Penalty: 36656.769531
Iteration 462Q: 18 clusters Score -7.280787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115907 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50533 members 
Mstep: Class 7 contains 43495 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117128 members 
Mstep: Class 18 contains 36551 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45811 members 
Mstep: Class 23 contains 106968 members 
Mstep: Class 24 contains 27607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807872.000000 Penalty: 36656.769531
Iteration 463Q: 18 clusters Score -7.280787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115908 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50533 members 
Mstep: Class 7 contains 43495 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117132 members 
Mstep: Class 18 contains 36546 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45810 members 
Mstep: Class 23 contains 106968 members 
Mstep: Class 24 contains 27608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807840.000000 Penalty: 36656.769531
Iteration 464Q: 18 clusters Score -7.280784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115909 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50536 members 
Mstep: Class 7 contains 43492 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117132 members 
Mstep: Class 18 contains 36542 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106968 members 
Mstep: Class 24 contains 27608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807832.000000 Penalty: 36656.769531
Iteration 465Q: 18 clusters Score -7.280783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115913 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50536 members 
Mstep: Class 7 contains 43487 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117136 members 
Mstep: Class 18 contains 36538 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45813 members 
Mstep: Class 23 contains 106968 members 
Mstep: Class 24 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807856.000000 Penalty: 36656.769531
Iteration 466Q: 18 clusters Score -7.280786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115917 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50534 members 
Mstep: Class 7 contains 43488 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117133 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45813 members 
Mstep: Class 23 contains 106968 members 
Mstep: Class 24 contains 27610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 467Q: 18 clusters Score -7.280785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115919 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50532 members 
Mstep: Class 7 contains 43487 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117133 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45813 members 
Mstep: Class 23 contains 106969 members 
Mstep: Class 24 contains 27610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807872.000000 Penalty: 36656.769531
Iteration 468Q: 18 clusters Score -7.280787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115920 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50533 members 
Mstep: Class 7 contains 43485 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117135 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45811 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 469Q: 18 clusters Score -7.280785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115919 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50536 members 
Mstep: Class 7 contains 43485 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117134 members 
Mstep: Class 18 contains 36536 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45811 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807872.000000 Penalty: 36656.769531
Iteration 470Q: 18 clusters Score -7.280787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50539 members 
Mstep: Class 7 contains 43483 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117135 members 
Mstep: Class 18 contains 36537 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45811 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 471Q: 18 clusters Score -7.280785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50540 members 
Mstep: Class 7 contains 43481 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117138 members 
Mstep: Class 18 contains 36534 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807872.000000 Penalty: 36656.769531
Iteration 472Q: 18 clusters Score -7.280787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50542 members 
Mstep: Class 7 contains 43482 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117140 members 
Mstep: Class 18 contains 36529 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807880.000000 Penalty: 36656.769531
Iteration 473Q: 18 clusters Score -7.280788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115914 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50544 members 
Mstep: Class 7 contains 43480 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117143 members 
Mstep: Class 18 contains 36528 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807896.000000 Penalty: 36656.769531
Iteration 474Q: 18 clusters Score -7.28079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115915 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50546 members 
Mstep: Class 7 contains 43477 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117145 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45811 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807864.000000 Penalty: 36656.769531
Iteration 475Q: 18 clusters Score -7.280786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50548 members 
Mstep: Class 7 contains 43473 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117148 members 
Mstep: Class 18 contains 36523 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 476Q: 18 clusters Score -7.280785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50552 members 
Mstep: Class 7 contains 43470 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117150 members 
Mstep: Class 18 contains 36520 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45811 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 477Q: 18 clusters Score -7.280785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50552 members 
Mstep: Class 7 contains 43468 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117153 members 
Mstep: Class 18 contains 36517 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807864.000000 Penalty: 36656.769531
Iteration 478Q: 18 clusters Score -7.280786e+07 nChanged 8
Entering ConstructFrom: 
Score: -72807864.000000 Penalty: 36656.769531
Entering ConstructFrom: 
Trying to split cluster 1 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -10636.341797 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -10636.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9908.192383 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -9908.192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10214.318359 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -10214.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10394.315430 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -10394.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10447.140625 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -10447.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10581.655273 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -10581.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10688.145508 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -10688.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10752.822266 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -10752.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10779.597656 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -10779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10787.096680 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -10787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10793.444336 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -10793.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10794.499023 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -10794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10794.499023 Penalty: 1863.335938
	Iteration 11F: 3 clusters Score -10794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50553 members 
Mstep: Class 7 contains 43465 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117154 members 
Mstep: Class 18 contains 36516 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45813 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27612 members 
Entering Unmasked Estep 
Score: -72806808.000000 Penalty: 38813.050781
Splitting cluster 1 changes total score from -72807864.000000 to -72806808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (115916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115916 members 
Entering Unmasked Estep 
Score: -14803005.000000 Penalty: 1894.850830
	Iteration 0F: 2 clusters Score -1.4803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -14733081.000000 Penalty: 3789.701660
	Iteration 0F: 3 clusters Score -1.473308e+07 nChanged 55539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -14765188.000000 Penalty: 3789.701660
	Iteration 1F: 3 clusters Score -1.476519e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -14766060.000000 Penalty: 3789.701660
	Iteration 2Q: 3 clusters Score -1.476606e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -14767122.000000 Penalty: 3789.701660
	Iteration 3Q: 3 clusters Score -1.476712e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -14768459.000000 Penalty: 3789.701660
	Iteration 4Q: 3 clusters Score -1.476846e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -14770203.000000 Penalty: 3789.701660
	Iteration 5Q: 3 clusters Score -1.47702e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -14772369.000000 Penalty: 3789.701660
	Iteration 6Q: 3 clusters Score -1.477237e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -14774311.000000 Penalty: 3789.701660
	Iteration 7Q: 3 clusters Score -1.477431e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -14776614.000000 Penalty: 3789.701660
	Iteration 8Q: 3 clusters Score -1.477661e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -14778696.000000 Penalty: 3789.701660
	Iteration 9Q: 3 clusters Score -1.47787e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -14780693.000000 Penalty: 3789.701660
	Iteration 10Q: 3 clusters Score -1.478069e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -14782656.000000 Penalty: 3789.701660
	Iteration 11Q: 3 clusters Score -1.478266e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -14784744.000000 Penalty: 3789.701660
	Iteration 12Q: 3 clusters Score -1.478474e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -14787099.000000 Penalty: 3789.701660
	Iteration 13Q: 3 clusters Score -1.47871e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -14789719.000000 Penalty: 3789.701660
	Iteration 14Q: 3 clusters Score -1.478972e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -14792892.000000 Penalty: 3789.701660
	Iteration 15Q: 3 clusters Score -1.479289e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -14796184.000000 Penalty: 3789.701660
	Iteration 16Q: 3 clusters Score -1.479618e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -14799338.000000 Penalty: 3789.701660
	Iteration 17Q: 3 clusters Score -1.479934e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
Score: -14801438.000000 Penalty: 3789.701660
	Iteration 18Q: 3 clusters Score -1.480144e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 114133 members 
Entering Unmasked Estep 
Score: -14801687.000000 Penalty: 3789.701660
	Iteration 19Q: 3 clusters Score -1.480169e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -14801542.000000 Penalty: 3789.701660
	Iteration 20F: 3 clusters Score -1.480154e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 115563 members 
Entering Unmasked Estep 
Score: -14801476.000000 Penalty: 3789.701660
	Iteration 21Q: 3 clusters Score -1.480148e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 115677 members 
Entering Unmasked Estep 
Score: -14801492.000000 Penalty: 3789.701660
	Iteration 22Q: 3 clusters Score -1.480149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 115705 members 
Entering Unmasked Estep 
Score: -14801502.000000 Penalty: 3789.701660
	Iteration 23Q: 3 clusters Score -1.48015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115714 members 
Entering Unmasked Estep 
Score: -14801514.000000 Penalty: 3789.701660
	Iteration 24Q: 3 clusters Score -1.480151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -14801513.000000 Penalty: 3789.701660
	Iteration 25Q: 3 clusters Score -1.480151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -14801518.000000 Penalty: 3789.701660
	Iteration 26Q: 3 clusters Score -1.480152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -14801518.000000 Penalty: 3789.701660
	Iteration 27Q: 3 clusters Score -1.480152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 115730 members 
Entering Unmasked Estep 
Score: -14801531.000000 Penalty: 3789.701660
	Iteration 28Q: 3 clusters Score -1.480153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -14801535.000000 Penalty: 3789.701660
	Iteration 29Q: 3 clusters Score -1.480154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -14801536.000000 Penalty: 3789.701660
	Iteration 30Q: 3 clusters Score -1.480154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -14801536.000000 Penalty: 3789.701660
	Iteration 31F: 3 clusters Score -1.480154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -67285.812500 Penalty: 1051.253174
	Iteration 0F: 2 clusters Score -67285.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66126.976562 Penalty: 2102.506348
	Iteration 0F: 3 clusters Score -66126.98 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66377.882812 Penalty: 2102.506348
	Iteration 1F: 3 clusters Score -66377.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66603.312500 Penalty: 2102.506348
	Iteration 2F: 3 clusters Score -66603.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66856.476562 Penalty: 2102.506348
	Iteration 3F: 3 clusters Score -66856.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67048.734375 Penalty: 2102.506348
	Iteration 4F: 3 clusters Score -67048.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67183.500000 Penalty: 2102.506348
	Iteration 5F: 3 clusters Score -67183.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67256.781250 Penalty: 2102.506348
	Iteration 6Q: 3 clusters Score -67256.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67292.312500 Penalty: 2102.506348
	Iteration 7Q: 3 clusters Score -67292.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67298.468750 Penalty: 2102.506348
	Iteration 8Q: 3 clusters Score -67298.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67302.664062 Penalty: 2102.506348
	Iteration 9Q: 3 clusters Score -67302.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67303.601562 Penalty: 2102.506348
	Iteration 10Q: 3 clusters Score -67303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67306.164062 Penalty: 2102.506348
	Iteration 11Q: 3 clusters Score -67306.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67306.164062 Penalty: 2102.506348
	Iteration 12F: 3 clusters Score -67306.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50553 members 
Mstep: Class 7 contains 43465 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117154 members 
Mstep: Class 18 contains 36516 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45813 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27612 members 
Entering Unmasked Estep 
Score: -72806768.000000 Penalty: 38813.050781
Splitting cluster 4 changes total score from -72807864.000000 to -72806768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -21987.816406 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -21987.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21194.644531 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -21194.64 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21492.867188 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -21492.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21617.011719 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -21617.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21656.781250 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -21656.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21659.976562 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -21659.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21662.582031 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -21662.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21664.578125 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -21664.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21671.474609 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -21671.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21673.416016 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -21673.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21675.248047 Penalty: 1868.552734
	Iteration 9Q: 3 clusters Score -21675.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21675.248047 Penalty: 1868.552734
	Iteration 10F: 3 clusters Score -21675.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Entering Unmasked Estep 
Score: -6485064.000000 Penalty: 1760.001343
	Iteration 0F: 2 clusters Score -6485064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -6451237.500000 Penalty: 3520.002686
	Iteration 0F: 3 clusters Score -6451238 nChanged 23785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -6464340.000000 Penalty: 3520.002686
	Iteration 1F: 3 clusters Score -6464340 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6464903.000000 Penalty: 3520.002686
	Iteration 2Q: 3 clusters Score -6464903 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -6465501.500000 Penalty: 3520.002686
	Iteration 3Q: 3 clusters Score -6465502 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -6466260.500000 Penalty: 3520.002686
	Iteration 4Q: 3 clusters Score -6466260 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -6467219.000000 Penalty: 3520.002686
	Iteration 5Q: 3 clusters Score -6467219 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -6468320.000000 Penalty: 3520.002686
	Iteration 6Q: 3 clusters Score -6468320 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -6469654.000000 Penalty: 3520.002686
	Iteration 7Q: 3 clusters Score -6469654 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -6471219.500000 Penalty: 3520.002686
	Iteration 8F: 3 clusters Score -6471220 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -6472992.000000 Penalty: 3520.002686
	Iteration 9F: 3 clusters Score -6472992 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -6474884.500000 Penalty: 3520.002686
	Iteration 10F: 3 clusters Score -6474884 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -6476573.500000 Penalty: 3520.002686
	Iteration 11Q: 3 clusters Score -6476574 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -6477644.000000 Penalty: 3520.002686
	Iteration 12Q: 3 clusters Score -6477644 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -6478166.000000 Penalty: 3520.002686
	Iteration 13Q: 3 clusters Score -6478166 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -6478528.000000 Penalty: 3520.002686
	Iteration 14Q: 3 clusters Score -6478528 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -6478767.500000 Penalty: 3520.002686
	Iteration 15Q: 3 clusters Score -6478768 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -6479012.000000 Penalty: 3520.002686
	Iteration 16Q: 3 clusters Score -6479012 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -6479254.500000 Penalty: 3520.002686
	Iteration 17Q: 3 clusters Score -6479254 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -6479529.500000 Penalty: 3520.002686
	Iteration 18Q: 3 clusters Score -6479530 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -6479839.500000 Penalty: 3520.002686
	Iteration 19Q: 3 clusters Score -6479840 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -6480123.500000 Penalty: 3520.002686
	Iteration 20F: 3 clusters Score -6480124 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -6480404.000000 Penalty: 3520.002686
	Iteration 21Q: 3 clusters Score -6480404 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -6480702.500000 Penalty: 3520.002686
	Iteration 22Q: 3 clusters Score -6480702 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -6480992.000000 Penalty: 3520.002686
	Iteration 23Q: 3 clusters Score -6480992 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -6481279.500000 Penalty: 3520.002686
	Iteration 24Q: 3 clusters Score -6481280 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -6481532.000000 Penalty: 3520.002686
	Iteration 25Q: 3 clusters Score -6481532 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -6481769.500000 Penalty: 3520.002686
	Iteration 26Q: 3 clusters Score -6481770 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -6482013.000000 Penalty: 3520.002686
	Iteration 27Q: 3 clusters Score -6482013 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -6482245.000000 Penalty: 3520.002686
	Iteration 28Q: 3 clusters Score -6482245 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -6482431.500000 Penalty: 3520.002686
	Iteration 29Q: 3 clusters Score -6482432 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -6482605.500000 Penalty: 3520.002686
	Iteration 30Q: 3 clusters Score -6482606 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -6482718.000000 Penalty: 3520.002686
	Iteration 31Q: 3 clusters Score -6482718 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -6482821.000000 Penalty: 3520.002686
	Iteration 32Q: 3 clusters Score -6482821 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -6482926.500000 Penalty: 3520.002686
	Iteration 33Q: 3 clusters Score -6482926 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -6482993.000000 Penalty: 3520.002686
	Iteration 34Q: 3 clusters Score -6482993 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -6483067.500000 Penalty: 3520.002686
	Iteration 35Q: 3 clusters Score -6483068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -6483118.000000 Penalty: 3520.002686
	Iteration 36Q: 3 clusters Score -6483118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -6483174.500000 Penalty: 3520.002686
	Iteration 37Q: 3 clusters Score -6483174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -6483223.500000 Penalty: 3520.002686
	Iteration 38Q: 3 clusters Score -6483224 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -6483267.500000 Penalty: 3520.002686
	Iteration 39Q: 3 clusters Score -6483268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -6483286.500000 Penalty: 3520.002686
	Iteration 40F: 3 clusters Score -6483286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -6483316.000000 Penalty: 3520.002686
	Iteration 41Q: 3 clusters Score -6483316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -6483336.500000 Penalty: 3520.002686
	Iteration 42Q: 3 clusters Score -6483336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -6483357.000000 Penalty: 3520.002686
	Iteration 43Q: 3 clusters Score -6483357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -6483389.000000 Penalty: 3520.002686
	Iteration 44Q: 3 clusters Score -6483389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -6483399.000000 Penalty: 3520.002686
	Iteration 45Q: 3 clusters Score -6483399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6483412.500000 Penalty: 3520.002686
	Iteration 46Q: 3 clusters Score -6483412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -6483420.500000 Penalty: 3520.002686
	Iteration 47Q: 3 clusters Score -6483420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -6483437.500000 Penalty: 3520.002686
	Iteration 48Q: 3 clusters Score -6483438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -6483446.500000 Penalty: 3520.002686
	Iteration 49Q: 3 clusters Score -6483446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -6483467.000000 Penalty: 3520.002686
	Iteration 50Q: 3 clusters Score -6483467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -6483481.000000 Penalty: 3520.002686
	Iteration 51Q: 3 clusters Score -6483481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -6483489.000000 Penalty: 3520.002686
	Iteration 52Q: 3 clusters Score -6483489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -6483485.500000 Penalty: 3520.002686
	Iteration 53Q: 3 clusters Score -6483486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -6483499.000000 Penalty: 3520.002686
	Iteration 54Q: 3 clusters Score -6483499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -6483513.000000 Penalty: 3520.002686
	Iteration 55Q: 3 clusters Score -6483513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -6483515.000000 Penalty: 3520.002686
	Iteration 56Q: 3 clusters Score -6483515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -6483530.500000 Penalty: 3520.002686
	Iteration 57Q: 3 clusters Score -6483530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -6483532.000000 Penalty: 3520.002686
	Iteration 58Q: 3 clusters Score -6483532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -6483538.000000 Penalty: 3520.002686
	Iteration 59Q: 3 clusters Score -6483538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -6483549.000000 Penalty: 3520.002686
	Iteration 60F: 3 clusters Score -6483549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -6483558.000000 Penalty: 3520.002686
	Iteration 61Q: 3 clusters Score -6483558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -6483554.500000 Penalty: 3520.002686
	Iteration 62Q: 3 clusters Score -6483554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -6483556.500000 Penalty: 3520.002686
	Iteration 63Q: 3 clusters Score -6483556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -6483553.500000 Penalty: 3520.002686
	Iteration 64Q: 3 clusters Score -6483554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -6483558.500000 Penalty: 3520.002686
	Iteration 65Q: 3 clusters Score -6483558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -6483560.000000 Penalty: 3520.002686
	Iteration 66Q: 3 clusters Score -6483560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -6483556.000000 Penalty: 3520.002686
	Iteration 67Q: 3 clusters Score -6483556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -6483555.500000 Penalty: 3520.002686
	Iteration 68Q: 3 clusters Score -6483556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -6483555.500000 Penalty: 3520.002686
	Iteration 69Q: 3 clusters Score -6483556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -6483555.500000 Penalty: 3520.002686
	Iteration 70F: 3 clusters Score -6483556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Entering Unmasked Estep 
Score: -5582473.000000 Penalty: 1735.453125
	Iteration 0F: 2 clusters Score -5582473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -5553573.500000 Penalty: 3470.906250
	Iteration 0F: 3 clusters Score -5553574 nChanged 20294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -5564785.500000 Penalty: 3470.906250
	Iteration 1F: 3 clusters Score -5564786 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5565147.000000 Penalty: 3470.906250
	Iteration 2Q: 3 clusters Score -5565147 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -5565520.500000 Penalty: 3470.906250
	Iteration 3Q: 3 clusters Score -5565520 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -5565936.500000 Penalty: 3470.906250
	Iteration 4Q: 3 clusters Score -5565936 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -5566428.500000 Penalty: 3470.906250
	Iteration 5Q: 3 clusters Score -5566428 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5567089.500000 Penalty: 3470.906250
	Iteration 6Q: 3 clusters Score -5567090 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5567877.500000 Penalty: 3470.906250
	Iteration 7Q: 3 clusters Score -5567878 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5568823.000000 Penalty: 3470.906250
	Iteration 8Q: 3 clusters Score -5568823 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5569970.000000 Penalty: 3470.906250
	Iteration 9Q: 3 clusters Score -5569970 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -5571230.000000 Penalty: 3470.906250
	Iteration 10Q: 3 clusters Score -5571230 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -5572549.500000 Penalty: 3470.906250
	Iteration 11F: 3 clusters Score -5572550 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -5573879.000000 Penalty: 3470.906250
	Iteration 12F: 3 clusters Score -5573879 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -5574959.000000 Penalty: 3470.906250
	Iteration 13Q: 3 clusters Score -5574959 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5575748.000000 Penalty: 3470.906250
	Iteration 14Q: 3 clusters Score -5575748 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5576227.500000 Penalty: 3470.906250
	Iteration 15Q: 3 clusters Score -5576228 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -5576479.500000 Penalty: 3470.906250
	Iteration 16Q: 3 clusters Score -5576480 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -5576646.000000 Penalty: 3470.906250
	Iteration 17Q: 3 clusters Score -5576646 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -5576753.500000 Penalty: 3470.906250
	Iteration 18Q: 3 clusters Score -5576754 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5576871.000000 Penalty: 3470.906250
	Iteration 19Q: 3 clusters Score -5576871 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -5576950.000000 Penalty: 3470.906250
	Iteration 20F: 3 clusters Score -5576950 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -5577038.000000 Penalty: 3470.906250
	Iteration 21Q: 3 clusters Score -5577038 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -5577098.500000 Penalty: 3470.906250
	Iteration 22Q: 3 clusters Score -5577098 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -5577173.500000 Penalty: 3470.906250
	Iteration 23Q: 3 clusters Score -5577174 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5577270.500000 Penalty: 3470.906250
	Iteration 24Q: 3 clusters Score -5577270 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -5577333.000000 Penalty: 3470.906250
	Iteration 25Q: 3 clusters Score -5577333 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5577404.000000 Penalty: 3470.906250
	Iteration 26Q: 3 clusters Score -5577404 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -5577491.500000 Penalty: 3470.906250
	Iteration 27Q: 3 clusters Score -5577492 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -5577582.500000 Penalty: 3470.906250
	Iteration 28Q: 3 clusters Score -5577582 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -5577678.500000 Penalty: 3470.906250
	Iteration 29Q: 3 clusters Score -5577678 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -5577752.000000 Penalty: 3470.906250
	Iteration 30Q: 3 clusters Score -5577752 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -5577803.500000 Penalty: 3470.906250
	Iteration 31Q: 3 clusters Score -5577804 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5577888.500000 Penalty: 3470.906250
	Iteration 32Q: 3 clusters Score -5577888 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -5577983.500000 Penalty: 3470.906250
	Iteration 33Q: 3 clusters Score -5577984 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -5578050.000000 Penalty: 3470.906250
	Iteration 34Q: 3 clusters Score -5578050 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -5578128.000000 Penalty: 3470.906250
	Iteration 35Q: 3 clusters Score -5578128 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -5578224.000000 Penalty: 3470.906250
	Iteration 36Q: 3 clusters Score -5578224 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -5578336.500000 Penalty: 3470.906250
	Iteration 37Q: 3 clusters Score -5578336 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5578482.000000 Penalty: 3470.906250
	Iteration 38Q: 3 clusters Score -5578482 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -5578636.000000 Penalty: 3470.906250
	Iteration 39Q: 3 clusters Score -5578636 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -5578760.500000 Penalty: 3470.906250
	Iteration 40F: 3 clusters Score -5578760 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5578927.500000 Penalty: 3470.906250
	Iteration 41Q: 3 clusters Score -5578928 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -5579084.500000 Penalty: 3470.906250
	Iteration 42Q: 3 clusters Score -5579084 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -5579252.000000 Penalty: 3470.906250
	Iteration 43Q: 3 clusters Score -5579252 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -5579381.500000 Penalty: 3470.906250
	Iteration 44Q: 3 clusters Score -5579382 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -5579511.500000 Penalty: 3470.906250
	Iteration 45Q: 3 clusters Score -5579512 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5579649.500000 Penalty: 3470.906250
	Iteration 46Q: 3 clusters Score -5579650 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5579781.500000 Penalty: 3470.906250
	Iteration 47Q: 3 clusters Score -5579782 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -5579886.500000 Penalty: 3470.906250
	Iteration 48Q: 3 clusters Score -5579886 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5580020.500000 Penalty: 3470.906250
	Iteration 49Q: 3 clusters Score -5580020 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -5580120.500000 Penalty: 3470.906250
	Iteration 50Q: 3 clusters Score -5580120 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -5580222.500000 Penalty: 3470.906250
	Iteration 51Q: 3 clusters Score -5580222 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -5580293.500000 Penalty: 3470.906250
	Iteration 52Q: 3 clusters Score -5580294 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5580388.000000 Penalty: 3470.906250
	Iteration 53Q: 3 clusters Score -5580388 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -5580470.500000 Penalty: 3470.906250
	Iteration 54Q: 3 clusters Score -5580470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -5580537.500000 Penalty: 3470.906250
	Iteration 55Q: 3 clusters Score -5580538 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5580621.500000 Penalty: 3470.906250
	Iteration 56Q: 3 clusters Score -5580622 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5580694.000000 Penalty: 3470.906250
	Iteration 57Q: 3 clusters Score -5580694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5580736.500000 Penalty: 3470.906250
	Iteration 58Q: 3 clusters Score -5580736 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5580781.000000 Penalty: 3470.906250
	Iteration 59Q: 3 clusters Score -5580781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -5580820.000000 Penalty: 3470.906250
	Iteration 60F: 3 clusters Score -5580820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5580842.000000 Penalty: 3470.906250
	Iteration 61Q: 3 clusters Score -5580842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -5580865.000000 Penalty: 3470.906250
	Iteration 62Q: 3 clusters Score -5580865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -5580900.500000 Penalty: 3470.906250
	Iteration 63Q: 3 clusters Score -5580900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -5580922.000000 Penalty: 3470.906250
	Iteration 64Q: 3 clusters Score -5580922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5580949.500000 Penalty: 3470.906250
	Iteration 65Q: 3 clusters Score -5580950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5580971.500000 Penalty: 3470.906250
	Iteration 66Q: 3 clusters Score -5580972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -5580991.500000 Penalty: 3470.906250
	Iteration 67Q: 3 clusters Score -5580992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -5580991.500000 Penalty: 3470.906250
	Iteration 68Q: 3 clusters Score -5580992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -5581008.000000 Penalty: 3470.906250
	Iteration 69Q: 3 clusters Score -5581008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5581007.500000 Penalty: 3470.906250
	Iteration 70Q: 3 clusters Score -5581008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -5581019.000000 Penalty: 3470.906250
	Iteration 71Q: 3 clusters Score -5581019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5581029.500000 Penalty: 3470.906250
	Iteration 72Q: 3 clusters Score -5581030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -5581045.500000 Penalty: 3470.906250
	Iteration 73Q: 3 clusters Score -5581046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -5581055.000000 Penalty: 3470.906250
	Iteration 74Q: 3 clusters Score -5581055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -5581061.500000 Penalty: 3470.906250
	Iteration 75Q: 3 clusters Score -5581062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5581069.500000 Penalty: 3470.906250
	Iteration 76Q: 3 clusters Score -5581070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5581069.500000 Penalty: 3470.906250
	Iteration 77Q: 3 clusters Score -5581070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -5581073.500000 Penalty: 3470.906250
	Iteration 78Q: 3 clusters Score -5581074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -5581076.000000 Penalty: 3470.906250
	Iteration 79Q: 3 clusters Score -5581076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -5581076.000000 Penalty: 3470.906250
	Iteration 80F: 3 clusters Score -5581076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -5581076.500000 Penalty: 3470.906250
	Iteration 81Q: 3 clusters Score -5581076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5581073.500000 Penalty: 3470.906250
	Iteration 82Q: 3 clusters Score -5581074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -5581076.500000 Penalty: 3470.906250
	Iteration 83Q: 3 clusters Score -5581076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -5581078.500000 Penalty: 3470.906250
	Iteration 84Q: 3 clusters Score -5581078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5581078.500000 Penalty: 3470.906250
	Iteration 85Q: 3 clusters Score -5581078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5581079.000000 Penalty: 3470.906250
	Iteration 86Q: 3 clusters Score -5581079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -5581080.500000 Penalty: 3470.906250
	Iteration 87Q: 3 clusters Score -5581080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -5581079.500000 Penalty: 3470.906250
	Iteration 88Q: 3 clusters Score -5581080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5581085.000000 Penalty: 3470.906250
	Iteration 89Q: 3 clusters Score -5581085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5581085.500000 Penalty: 3470.906250
	Iteration 90Q: 3 clusters Score -5581086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -5581086.000000 Penalty: 3470.906250
	Iteration 91Q: 3 clusters Score -5581086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -5581091.000000 Penalty: 3470.906250
	Iteration 92Q: 3 clusters Score -5581091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -5581097.000000 Penalty: 3470.906250
	Iteration 93Q: 3 clusters Score -5581097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5581103.000000 Penalty: 3470.906250
	Iteration 94Q: 3 clusters Score -5581103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5581108.500000 Penalty: 3470.906250
	Iteration 95Q: 3 clusters Score -5581108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5581109.500000 Penalty: 3470.906250
	Iteration 96Q: 3 clusters Score -5581110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5581109.000000 Penalty: 3470.906250
	Iteration 97Q: 3 clusters Score -5581109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -5581111.500000 Penalty: 3470.906250
	Iteration 98Q: 3 clusters Score -5581112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5581116.500000 Penalty: 3470.906250
	Iteration 99Q: 3 clusters Score -5581116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5581115.500000 Penalty: 3470.906250
	Iteration 100F: 3 clusters Score -5581116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -5581113.000000 Penalty: 3470.906250
	Iteration 101Q: 3 clusters Score -5581113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5581113.000000 Penalty: 3470.906250
	Iteration 102Q: 3 clusters Score -5581113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -5581115.000000 Penalty: 3470.906250
	Iteration 103Q: 3 clusters Score -5581115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5581121.000000 Penalty: 3470.906250
	Iteration 104Q: 3 clusters Score -5581121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5581126.000000 Penalty: 3470.906250
	Iteration 105Q: 3 clusters Score -5581126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -5581129.500000 Penalty: 3470.906250
	Iteration 106Q: 3 clusters Score -5581130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5581124.000000 Penalty: 3470.906250
	Iteration 107Q: 3 clusters Score -5581124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5581124.000000 Penalty: 3470.906250
	Iteration 108F: 3 clusters Score -5581124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -34237.410156 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -34237.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33358.968750 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -33358.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33518.207031 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -33518.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33589.488281 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -33589.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33692.523438 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -33692.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33747.925781 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -33747.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33763.230469 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -33763.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33811.433594 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -33811.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33824.332031 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -33824.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33835.175781 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -33835.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33842.125000 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -33842.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33846.289062 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -33846.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33847.871094 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -33847.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33849.761719 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -33849.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33853.746094 Penalty: 1854.810913
	Iteration 13Q: 3 clusters Score -33853.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33859.902344 Penalty: 1854.810913
	Iteration 14Q: 3 clusters Score -33859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33859.902344 Penalty: 1854.810913
	Iteration 15F: 3 clusters Score -33859.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Entering Unmasked Estep 
Score: -2179987.500000 Penalty: 1586.537109
	Iteration 0F: 2 clusters Score -2179988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2168063.500000 Penalty: 3173.074219
	Iteration 0F: 3 clusters Score -2168064 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2172242.750000 Penalty: 3173.074219
	Iteration 1F: 3 clusters Score -2172243 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2172543.250000 Penalty: 3173.074219
	Iteration 2Q: 3 clusters Score -2172543 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2172835.500000 Penalty: 3173.074219
	Iteration 3Q: 3 clusters Score -2172836 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2173139.750000 Penalty: 3173.074219
	Iteration 4Q: 3 clusters Score -2173140 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2173429.000000 Penalty: 3173.074219
	Iteration 5Q: 3 clusters Score -2173429 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2173750.000000 Penalty: 3173.074219
	Iteration 6Q: 3 clusters Score -2173750 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2174114.000000 Penalty: 3173.074219
	Iteration 7Q: 3 clusters Score -2174114 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2174538.500000 Penalty: 3173.074219
	Iteration 8Q: 3 clusters Score -2174538 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2175034.000000 Penalty: 3173.074219
	Iteration 9F: 3 clusters Score -2175034 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2175649.000000 Penalty: 3173.074219
	Iteration 10F: 3 clusters Score -2175649 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2176242.000000 Penalty: 3173.074219
	Iteration 11Q: 3 clusters Score -2176242 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2176749.000000 Penalty: 3173.074219
	Iteration 12Q: 3 clusters Score -2176749 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2177256.250000 Penalty: 3173.074219
	Iteration 13Q: 3 clusters Score -2177256 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2177710.000000 Penalty: 3173.074219
	Iteration 14Q: 3 clusters Score -2177710 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2178064.250000 Penalty: 3173.074219
	Iteration 15Q: 3 clusters Score -2178064 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2178314.000000 Penalty: 3173.074219
	Iteration 16Q: 3 clusters Score -2178314 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2178466.250000 Penalty: 3173.074219
	Iteration 17Q: 3 clusters Score -2178466 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2178545.750000 Penalty: 3173.074219
	Iteration 18Q: 3 clusters Score -2178546 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2178598.250000 Penalty: 3173.074219
	Iteration 19Q: 3 clusters Score -2178598 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2178637.500000 Penalty: 3173.074219
	Iteration 20F: 3 clusters Score -2178638 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2178688.250000 Penalty: 3173.074219
	Iteration 21Q: 3 clusters Score -2178688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2178721.250000 Penalty: 3173.074219
	Iteration 22Q: 3 clusters Score -2178721 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2178744.500000 Penalty: 3173.074219
	Iteration 23Q: 3 clusters Score -2178744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2178761.000000 Penalty: 3173.074219
	Iteration 24Q: 3 clusters Score -2178761 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2178774.000000 Penalty: 3173.074219
	Iteration 25Q: 3 clusters Score -2178774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2178786.000000 Penalty: 3173.074219
	Iteration 26Q: 3 clusters Score -2178786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2178798.000000 Penalty: 3173.074219
	Iteration 27Q: 3 clusters Score -2178798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2178807.750000 Penalty: 3173.074219
	Iteration 28Q: 3 clusters Score -2178808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2178813.250000 Penalty: 3173.074219
	Iteration 29Q: 3 clusters Score -2178813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2178816.500000 Penalty: 3173.074219
	Iteration 30Q: 3 clusters Score -2178816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2178815.500000 Penalty: 3173.074219
	Iteration 31Q: 3 clusters Score -2178816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2178818.000000 Penalty: 3173.074219
	Iteration 32Q: 3 clusters Score -2178818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2178819.000000 Penalty: 3173.074219
	Iteration 33Q: 3 clusters Score -2178819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2178819.750000 Penalty: 3173.074219
	Iteration 34Q: 3 clusters Score -2178820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2178823.500000 Penalty: 3173.074219
	Iteration 35Q: 3 clusters Score -2178824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2178823.500000 Penalty: 3173.074219
	Iteration 36F: 3 clusters Score -2178824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -400136.750000 Penalty: 1315.683350
	Iteration 0F: 2 clusters Score -400136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -397243.312500 Penalty: 2631.366699
	Iteration 0F: 3 clusters Score -397243.3 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -397951.687500 Penalty: 2631.366699
	Iteration 1F: 3 clusters Score -397951.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -398106.843750 Penalty: 2631.366699
	Iteration 2F: 3 clusters Score -398106.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -398216.000000 Penalty: 2631.366699
	Iteration 3F: 3 clusters Score -398216 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -398290.343750 Penalty: 2631.366699
	Iteration 4Q: 3 clusters Score -398290.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -398362.968750 Penalty: 2631.366699
	Iteration 5Q: 3 clusters Score -398363 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -398416.781250 Penalty: 2631.366699
	Iteration 6Q: 3 clusters Score -398416.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -398442.906250 Penalty: 2631.366699
	Iteration 7Q: 3 clusters Score -398442.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -398470.343750 Penalty: 2631.366699
	Iteration 8Q: 3 clusters Score -398470.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -398492.937500 Penalty: 2631.366699
	Iteration 9Q: 3 clusters Score -398492.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -398511.218750 Penalty: 2631.366699
	Iteration 10Q: 3 clusters Score -398511.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -398530.468750 Penalty: 2631.366699
	Iteration 11Q: 3 clusters Score -398530.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -398544.937500 Penalty: 2631.366699
	Iteration 12Q: 3 clusters Score -398544.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -398558.406250 Penalty: 2631.366699
	Iteration 13Q: 3 clusters Score -398558.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -398567.562500 Penalty: 2631.366699
	Iteration 14Q: 3 clusters Score -398567.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -398573.406250 Penalty: 2631.366699
	Iteration 15Q: 3 clusters Score -398573.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -398578.750000 Penalty: 2631.366699
	Iteration 16Q: 3 clusters Score -398578.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -398584.125000 Penalty: 2631.366699
	Iteration 17Q: 3 clusters Score -398584.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -398591.687500 Penalty: 2631.366699
	Iteration 18Q: 3 clusters Score -398591.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -398599.312500 Penalty: 2631.366699
	Iteration 19Q: 3 clusters Score -398599.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -398605.218750 Penalty: 2631.366699
	Iteration 20F: 3 clusters Score -398605.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -398612.718750 Penalty: 2631.366699
	Iteration 21Q: 3 clusters Score -398612.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -398618.250000 Penalty: 2631.366699
	Iteration 22Q: 3 clusters Score -398618.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -398623.750000 Penalty: 2631.366699
	Iteration 23Q: 3 clusters Score -398623.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -398631.437500 Penalty: 2631.366699
	Iteration 24Q: 3 clusters Score -398631.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -398637.250000 Penalty: 2631.366699
	Iteration 25Q: 3 clusters Score -398637.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -398641.906250 Penalty: 2631.366699
	Iteration 26Q: 3 clusters Score -398641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -398647.593750 Penalty: 2631.366699
	Iteration 27Q: 3 clusters Score -398647.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -398656.156250 Penalty: 2631.366699
	Iteration 28Q: 3 clusters Score -398656.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -398666.531250 Penalty: 2631.366699
	Iteration 29Q: 3 clusters Score -398666.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -398678.875000 Penalty: 2631.366699
	Iteration 30Q: 3 clusters Score -398678.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -398692.812500 Penalty: 2631.366699
	Iteration 31Q: 3 clusters Score -398692.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -398708.593750 Penalty: 2631.366699
	Iteration 32Q: 3 clusters Score -398708.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -398725.218750 Penalty: 2631.366699
	Iteration 33Q: 3 clusters Score -398725.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -398741.375000 Penalty: 2631.366699
	Iteration 34Q: 3 clusters Score -398741.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -398766.625000 Penalty: 2631.366699
	Iteration 35Q: 3 clusters Score -398766.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -398805.687500 Penalty: 2631.366699
	Iteration 36Q: 3 clusters Score -398805.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -398869.781250 Penalty: 2631.366699
	Iteration 37Q: 3 clusters Score -398869.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -398956.718750 Penalty: 2631.366699
	Iteration 38Q: 3 clusters Score -398956.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -399077.500000 Penalty: 2631.366699
	Iteration 39Q: 3 clusters Score -399077.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -399199.031250 Penalty: 2631.366699
	Iteration 40F: 3 clusters Score -399199 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -399408.062500 Penalty: 2631.366699
	Iteration 41Q: 3 clusters Score -399408.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -399618.187500 Penalty: 2631.366699
	Iteration 42Q: 3 clusters Score -399618.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -399811.156250 Penalty: 2631.366699
	Iteration 43Q: 3 clusters Score -399811.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -399920.093750 Penalty: 2631.366699
	Iteration 44Q: 3 clusters Score -399920.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -399958.812500 Penalty: 2631.366699
	Iteration 45Q: 3 clusters Score -399958.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -399969.125000 Penalty: 2631.366699
	Iteration 46Q: 3 clusters Score -399969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -399972.187500 Penalty: 2631.366699
	Iteration 47Q: 3 clusters Score -399972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -399972.000000 Penalty: 2631.366699
	Iteration 48Q: 3 clusters Score -399972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -399972.000000 Penalty: 2631.366699
	Iteration 49F: 3 clusters Score -399972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -30174.152344 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -30174.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29309.437500 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -29309.44 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29502.703125 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -29502.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29576.939453 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -29576.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29627.316406 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -29627.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29658.253906 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -29658.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29672.974609 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -29672.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29707.175781 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -29707.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29738.873047 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -29738.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29751.427734 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -29751.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29759.144531 Penalty: 1903.828247
	Iteration 9Q: 3 clusters Score -29759.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29772.205078 Penalty: 1903.828247
	Iteration 10Q: 3 clusters Score -29772.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29785.113281 Penalty: 1903.828247
	Iteration 11Q: 3 clusters Score -29785.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29816.332031 Penalty: 1903.828247
	Iteration 12Q: 3 clusters Score -29816.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29826.488281 Penalty: 1903.828247
	Iteration 13Q: 3 clusters Score -29826.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29835.771484 Penalty: 1903.828247
	Iteration 14Q: 3 clusters Score -29835.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29872.597656 Penalty: 1903.828247
	Iteration 15Q: 3 clusters Score -29872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29922.228516 Penalty: 1903.828247
	Iteration 16Q: 3 clusters Score -29922.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29925.609375 Penalty: 1903.828247
	Iteration 17Q: 3 clusters Score -29925.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29928.695312 Penalty: 1903.828247
	Iteration 18Q: 3 clusters Score -29928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29932.708984 Penalty: 1903.828247
	Iteration 19F: 3 clusters Score -29932.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29957.390625 Penalty: 1903.828247
	Iteration 20F: 3 clusters Score -29957.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29966.279297 Penalty: 1903.828247
	Iteration 21Q: 3 clusters Score -29966.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29969.416016 Penalty: 1903.828247
	Iteration 22Q: 3 clusters Score -29969.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29970.841797 Penalty: 1903.828247
	Iteration 23Q: 3 clusters Score -29970.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29988.917969 Penalty: 1903.828247
	Iteration 24Q: 3 clusters Score -29988.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30002.712891 Penalty: 1903.828247
	Iteration 25Q: 3 clusters Score -30002.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30007.474609 Penalty: 1903.828247
	Iteration 26Q: 3 clusters Score -30007.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30010.433594 Penalty: 1903.828247
	Iteration 27Q: 3 clusters Score -30010.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30019.943359 Penalty: 1903.828247
	Iteration 28Q: 3 clusters Score -30019.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30027.103516 Penalty: 1903.828247
	Iteration 29Q: 3 clusters Score -30027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30041.378906 Penalty: 1903.828247
	Iteration 30Q: 3 clusters Score -30041.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30076.750000 Penalty: 1903.828247
	Iteration 31Q: 3 clusters Score -30076.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30096.222656 Penalty: 1903.828247
	Iteration 32Q: 3 clusters Score -30096.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30114.662109 Penalty: 1903.828247
	Iteration 33Q: 3 clusters Score -30114.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30130.863281 Penalty: 1903.828247
	Iteration 34Q: 3 clusters Score -30130.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30149.812500 Penalty: 1903.828247
	Iteration 35Q: 3 clusters Score -30149.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30158.169922 Penalty: 1903.828247
	Iteration 36Q: 3 clusters Score -30158.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30159.611328 Penalty: 1903.828247
	Iteration 37Q: 3 clusters Score -30159.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30159.611328 Penalty: 1903.828247
	Iteration 38F: 3 clusters Score -30159.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -30651.416016 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -30651.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29801.312500 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -29801.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30025.511719 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -30025.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30098.482422 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -30098.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30128.826172 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -30128.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30139.634766 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -30139.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30147.136719 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -30147.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30148.824219 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -30148.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30153.382812 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -30153.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30154.865234 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -30154.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30162.917969 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -30162.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30187.179688 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -30187.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30190.927734 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -30190.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30192.693359 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -30192.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30195.812500 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -30195.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30196.080078 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -30196.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30197.919922 Penalty: 1863.335938
	Iteration 15F: 3 clusters Score -30197.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30230.488281 Penalty: 1863.335938
	Iteration 16Q: 3 clusters Score -30230.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30287.562500 Penalty: 1863.335938
	Iteration 17Q: 3 clusters Score -30287.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30320.509766 Penalty: 1863.335938
	Iteration 18Q: 3 clusters Score -30320.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30362.031250 Penalty: 1863.335938
	Iteration 19Q: 3 clusters Score -30362.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30398.361328 Penalty: 1863.335938
	Iteration 20F: 3 clusters Score -30398.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30441.976562 Penalty: 1863.335938
	Iteration 21Q: 3 clusters Score -30441.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30462.531250 Penalty: 1863.335938
	Iteration 22Q: 3 clusters Score -30462.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30487.236328 Penalty: 1863.335938
	Iteration 23Q: 3 clusters Score -30487.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30509.011719 Penalty: 1863.335938
	Iteration 24Q: 3 clusters Score -30509.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30524.525391 Penalty: 1863.335938
	Iteration 25Q: 3 clusters Score -30524.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30534.539062 Penalty: 1863.335938
	Iteration 26Q: 3 clusters Score -30534.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30553.716797 Penalty: 1863.335938
	Iteration 27Q: 3 clusters Score -30553.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30581.386719 Penalty: 1863.335938
	Iteration 28Q: 3 clusters Score -30581.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30597.070312 Penalty: 1863.335938
	Iteration 29Q: 3 clusters Score -30597.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30606.232422 Penalty: 1863.335938
	Iteration 30Q: 3 clusters Score -30606.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30606.232422 Penalty: 1863.335938
	Iteration 31F: 3 clusters Score -30606.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117154 members 
Entering Unmasked Estep 
Score: -14907413.000000 Penalty: 1896.577271
	Iteration 0F: 2 clusters Score -1.490741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -14833964.000000 Penalty: 3793.154541
	Iteration 0F: 3 clusters Score -1.483396e+07 nChanged 56018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -14866379.000000 Penalty: 3793.154541
	Iteration 1F: 3 clusters Score -1.486638e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -14867266.000000 Penalty: 3793.154541
	Iteration 2Q: 3 clusters Score -1.486727e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -14868321.000000 Penalty: 3793.154541
	Iteration 3Q: 3 clusters Score -1.486832e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -14870099.000000 Penalty: 3793.154541
	Iteration 4Q: 3 clusters Score -1.48701e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -14872926.000000 Penalty: 3793.154541
	Iteration 5F: 3 clusters Score -1.487293e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -14877127.000000 Penalty: 3793.154541
	Iteration 6F: 3 clusters Score -1.487713e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -14883246.000000 Penalty: 3793.154541
	Iteration 7F: 3 clusters Score -1.488325e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -14890259.000000 Penalty: 3793.154541
	Iteration 8F: 3 clusters Score -1.489026e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -14896755.000000 Penalty: 3793.154541
	Iteration 9F: 3 clusters Score -1.489676e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102531 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -14901368.000000 Penalty: 3793.154541
	Iteration 10Q: 3 clusters Score -1.490137e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106767 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -14904107.000000 Penalty: 3793.154541
	Iteration 11Q: 3 clusters Score -1.490411e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110016 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -14905287.000000 Penalty: 3793.154541
	Iteration 12Q: 3 clusters Score -1.490529e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112586 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -14905746.000000 Penalty: 3793.154541
	Iteration 13Q: 3 clusters Score -1.490575e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -14906045.000000 Penalty: 3793.154541
	Iteration 14Q: 3 clusters Score -1.490604e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -14906117.000000 Penalty: 3793.154541
	Iteration 15Q: 3 clusters Score -1.490612e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116177 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -14906122.000000 Penalty: 3793.154541
	Iteration 16Q: 3 clusters Score -1.490612e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116486 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14906036.000000 Penalty: 3793.154541
	Iteration 17Q: 3 clusters Score -1.490604e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116647 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -14906019.000000 Penalty: 3793.154541
	Iteration 18Q: 3 clusters Score -1.490602e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116738 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -14905981.000000 Penalty: 3793.154541
	Iteration 19Q: 3 clusters Score -1.490598e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14905981.000000 Penalty: 3793.154541
	Iteration 20F: 3 clusters Score -1.490598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14905978.000000 Penalty: 3793.154541
	Iteration 21Q: 3 clusters Score -1.490598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14906011.000000 Penalty: 3793.154541
	Iteration 22Q: 3 clusters Score -1.490601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116846 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -14906031.000000 Penalty: 3793.154541
	Iteration 23Q: 3 clusters Score -1.490603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116854 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14906017.000000 Penalty: 3793.154541
	Iteration 24Q: 3 clusters Score -1.490602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14906023.000000 Penalty: 3793.154541
	Iteration 25Q: 3 clusters Score -1.490602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116863 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14906024.000000 Penalty: 3793.154541
	Iteration 26Q: 3 clusters Score -1.490602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116865 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14906032.000000 Penalty: 3793.154541
	Iteration 27Q: 3 clusters Score -1.490603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116868 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -14906030.000000 Penalty: 3793.154541
	Iteration 28Q: 3 clusters Score -1.490603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14906040.000000 Penalty: 3793.154541
	Iteration 29Q: 3 clusters Score -1.490604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14906040.000000 Penalty: 3793.154541
	Iteration 30F: 3 clusters Score -1.490604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Entering Unmasked Estep 
Score: -4678841.500000 Penalty: 1707.144653
	Iteration 0F: 2 clusters Score -4678842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4654457.000000 Penalty: 3414.289307
	Iteration 0F: 3 clusters Score -4654457 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4663917.000000 Penalty: 3414.289307
	Iteration 1F: 3 clusters Score -4663917 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4664754.000000 Penalty: 3414.289307
	Iteration 2F: 3 clusters Score -4664754 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4665853.000000 Penalty: 3414.289307
	Iteration 3F: 3 clusters Score -4665853 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4667482.000000 Penalty: 3414.289307
	Iteration 4F: 3 clusters Score -4667482 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -4669687.000000 Penalty: 3414.289307
	Iteration 5F: 3 clusters Score -4669687 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4671995.000000 Penalty: 3414.289307
	Iteration 6F: 3 clusters Score -4671995 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -4673825.500000 Penalty: 3414.289307
	Iteration 7F: 3 clusters Score -4673826 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -4674911.000000 Penalty: 3414.289307
	Iteration 8Q: 3 clusters Score -4674911 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -4675395.000000 Penalty: 3414.289307
	Iteration 9Q: 3 clusters Score -4675395 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -4675655.000000 Penalty: 3414.289307
	Iteration 10Q: 3 clusters Score -4675655 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4675860.000000 Penalty: 3414.289307
	Iteration 11Q: 3 clusters Score -4675860 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -4676037.500000 Penalty: 3414.289307
	Iteration 12Q: 3 clusters Score -4676038 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4676232.500000 Penalty: 3414.289307
	Iteration 13Q: 3 clusters Score -4676232 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4676364.000000 Penalty: 3414.289307
	Iteration 14Q: 3 clusters Score -4676364 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -4676480.500000 Penalty: 3414.289307
	Iteration 15Q: 3 clusters Score -4676480 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4676588.500000 Penalty: 3414.289307
	Iteration 16Q: 3 clusters Score -4676588 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4676688.000000 Penalty: 3414.289307
	Iteration 17Q: 3 clusters Score -4676688 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4676787.000000 Penalty: 3414.289307
	Iteration 18Q: 3 clusters Score -4676787 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4676860.000000 Penalty: 3414.289307
	Iteration 19Q: 3 clusters Score -4676860 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4676921.500000 Penalty: 3414.289307
	Iteration 20F: 3 clusters Score -4676922 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4676989.500000 Penalty: 3414.289307
	Iteration 21Q: 3 clusters Score -4676990 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4677050.500000 Penalty: 3414.289307
	Iteration 22Q: 3 clusters Score -4677050 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4677119.500000 Penalty: 3414.289307
	Iteration 23Q: 3 clusters Score -4677120 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4677156.000000 Penalty: 3414.289307
	Iteration 24Q: 3 clusters Score -4677156 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4677212.500000 Penalty: 3414.289307
	Iteration 25Q: 3 clusters Score -4677212 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4677263.000000 Penalty: 3414.289307
	Iteration 26Q: 3 clusters Score -4677263 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4677313.500000 Penalty: 3414.289307
	Iteration 27Q: 3 clusters Score -4677314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4677348.500000 Penalty: 3414.289307
	Iteration 28Q: 3 clusters Score -4677348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4677389.000000 Penalty: 3414.289307
	Iteration 29Q: 3 clusters Score -4677389 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4677409.000000 Penalty: 3414.289307
	Iteration 30Q: 3 clusters Score -4677409 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4677443.500000 Penalty: 3414.289307
	Iteration 31Q: 3 clusters Score -4677444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4677459.000000 Penalty: 3414.289307
	Iteration 32Q: 3 clusters Score -4677459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4677480.000000 Penalty: 3414.289307
	Iteration 33Q: 3 clusters Score -4677480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4677502.000000 Penalty: 3414.289307
	Iteration 34Q: 3 clusters Score -4677502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4677503.500000 Penalty: 3414.289307
	Iteration 35Q: 3 clusters Score -4677504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4677516.500000 Penalty: 3414.289307
	Iteration 36Q: 3 clusters Score -4677516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4677517.500000 Penalty: 3414.289307
	Iteration 37Q: 3 clusters Score -4677518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4677527.000000 Penalty: 3414.289307
	Iteration 38Q: 3 clusters Score -4677527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4677532.000000 Penalty: 3414.289307
	Iteration 39Q: 3 clusters Score -4677532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4677541.500000 Penalty: 3414.289307
	Iteration 40F: 3 clusters Score -4677542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4677555.000000 Penalty: 3414.289307
	Iteration 41Q: 3 clusters Score -4677555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4677557.000000 Penalty: 3414.289307
	Iteration 42Q: 3 clusters Score -4677557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4677570.500000 Penalty: 3414.289307
	Iteration 43Q: 3 clusters Score -4677570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4677577.000000 Penalty: 3414.289307
	Iteration 44Q: 3 clusters Score -4677577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4677573.000000 Penalty: 3414.289307
	Iteration 45Q: 3 clusters Score -4677573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4677578.500000 Penalty: 3414.289307
	Iteration 46Q: 3 clusters Score -4677578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4677579.000000 Penalty: 3414.289307
	Iteration 47Q: 3 clusters Score -4677579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4677579.000000 Penalty: 3414.289307
	Iteration 48Q: 3 clusters Score -4677579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4677583.500000 Penalty: 3414.289307
	Iteration 49Q: 3 clusters Score -4677584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4677580.000000 Penalty: 3414.289307
	Iteration 50Q: 3 clusters Score -4677580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4677581.500000 Penalty: 3414.289307
	Iteration 51Q: 3 clusters Score -4677582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4677578.000000 Penalty: 3414.289307
	Iteration 52Q: 3 clusters Score -4677578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4677580.000000 Penalty: 3414.289307
	Iteration 53Q: 3 clusters Score -4677580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4677580.500000 Penalty: 3414.289307
	Iteration 54Q: 3 clusters Score -4677580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4677581.000000 Penalty: 3414.289307
	Iteration 55Q: 3 clusters Score -4677581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4677582.000000 Penalty: 3414.289307
	Iteration 56Q: 3 clusters Score -4677582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4677585.500000 Penalty: 3414.289307
	Iteration 57Q: 3 clusters Score -4677586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4677591.000000 Penalty: 3414.289307
	Iteration 58Q: 3 clusters Score -4677591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4677591.500000 Penalty: 3414.289307
	Iteration 59Q: 3 clusters Score -4677592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4677593.000000 Penalty: 3414.289307
	Iteration 60F: 3 clusters Score -4677593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4677595.000000 Penalty: 3414.289307
	Iteration 61Q: 3 clusters Score -4677595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4677592.500000 Penalty: 3414.289307
	Iteration 62Q: 3 clusters Score -4677592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4677593.500000 Penalty: 3414.289307
	Iteration 63Q: 3 clusters Score -4677594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4677594.000000 Penalty: 3414.289307
	Iteration 64Q: 3 clusters Score -4677594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4677605.000000 Penalty: 3414.289307
	Iteration 65Q: 3 clusters Score -4677605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4677602.500000 Penalty: 3414.289307
	Iteration 66Q: 3 clusters Score -4677602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4677602.000000 Penalty: 3414.289307
	Iteration 67Q: 3 clusters Score -4677602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4677600.000000 Penalty: 3414.289307
	Iteration 68Q: 3 clusters Score -4677600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4677599.000000 Penalty: 3414.289307
	Iteration 69Q: 3 clusters Score -4677599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4677600.500000 Penalty: 3414.289307
	Iteration 70Q: 3 clusters Score -4677600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4677599.000000 Penalty: 3414.289307
	Iteration 71Q: 3 clusters Score -4677599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4677599.000000 Penalty: 3414.289307
	Iteration 72Q: 3 clusters Score -4677599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4677601.000000 Penalty: 3414.289307
	Iteration 73Q: 3 clusters Score -4677601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4677602.000000 Penalty: 3414.289307
	Iteration 74Q: 3 clusters Score -4677602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4677603.000000 Penalty: 3414.289307
	Iteration 75Q: 3 clusters Score -4677603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4677599.500000 Penalty: 3414.289307
	Iteration 76Q: 3 clusters Score -4677600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4677597.000000 Penalty: 3414.289307
	Iteration 77Q: 3 clusters Score -4677597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4677603.500000 Penalty: 3414.289307
	Iteration 78Q: 3 clusters Score -4677604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4677601.000000 Penalty: 3414.289307
	Iteration 79Q: 3 clusters Score -4677601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4677598.500000 Penalty: 3414.289307
	Iteration 80F: 3 clusters Score -4677598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4677601.500000 Penalty: 3414.289307
	Iteration 81Q: 3 clusters Score -4677602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4677609.000000 Penalty: 3414.289307
	Iteration 82Q: 3 clusters Score -4677609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4677606.000000 Penalty: 3414.289307
	Iteration 83Q: 3 clusters Score -4677606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4677610.000000 Penalty: 3414.289307
	Iteration 84Q: 3 clusters Score -4677610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4677607.500000 Penalty: 3414.289307
	Iteration 85Q: 3 clusters Score -4677608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4677608.500000 Penalty: 3414.289307
	Iteration 86Q: 3 clusters Score -4677608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4677606.500000 Penalty: 3414.289307
	Iteration 87Q: 3 clusters Score -4677606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4677604.000000 Penalty: 3414.289307
	Iteration 88Q: 3 clusters Score -4677604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4677607.500000 Penalty: 3414.289307
	Iteration 89Q: 3 clusters Score -4677608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4677607.500000 Penalty: 3414.289307
	Iteration 90F: 3 clusters Score -4677608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Entering Unmasked Estep 
Score: -1563032.125000 Penalty: 1529.923218
	Iteration 0F: 2 clusters Score -1563032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1554486.750000 Penalty: 3059.846436
	Iteration 0F: 3 clusters Score -1554487 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1557294.500000 Penalty: 3059.846436
	Iteration 1F: 3 clusters Score -1557294 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1557527.125000 Penalty: 3059.846436
	Iteration 2F: 3 clusters Score -1557527 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1557741.500000 Penalty: 3059.846436
	Iteration 3Q: 3 clusters Score -1557742 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1557898.625000 Penalty: 3059.846436
	Iteration 4Q: 3 clusters Score -1557899 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1558049.875000 Penalty: 3059.846436
	Iteration 5Q: 3 clusters Score -1558050 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1558203.000000 Penalty: 3059.846436
	Iteration 6Q: 3 clusters Score -1558203 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1558383.750000 Penalty: 3059.846436
	Iteration 7Q: 3 clusters Score -1558384 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1558614.875000 Penalty: 3059.846436
	Iteration 8Q: 3 clusters Score -1558615 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1558885.125000 Penalty: 3059.846436
	Iteration 9Q: 3 clusters Score -1558885 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1559182.875000 Penalty: 3059.846436
	Iteration 10Q: 3 clusters Score -1559183 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1559496.875000 Penalty: 3059.846436
	Iteration 11Q: 3 clusters Score -1559497 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1559755.750000 Penalty: 3059.846436
	Iteration 12Q: 3 clusters Score -1559756 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1559921.000000 Penalty: 3059.846436
	Iteration 13Q: 3 clusters Score -1559921 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1560003.875000 Penalty: 3059.846436
	Iteration 14Q: 3 clusters Score -1560004 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1560064.875000 Penalty: 3059.846436
	Iteration 15Q: 3 clusters Score -1560065 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1560100.125000 Penalty: 3059.846436
	Iteration 16Q: 3 clusters Score -1560100 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1560144.375000 Penalty: 3059.846436
	Iteration 17Q: 3 clusters Score -1560144 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1560170.500000 Penalty: 3059.846436
	Iteration 18Q: 3 clusters Score -1560170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1560193.375000 Penalty: 3059.846436
	Iteration 19Q: 3 clusters Score -1560193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1560201.250000 Penalty: 3059.846436
	Iteration 20F: 3 clusters Score -1560201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1560212.875000 Penalty: 3059.846436
	Iteration 21Q: 3 clusters Score -1560213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1560230.875000 Penalty: 3059.846436
	Iteration 22Q: 3 clusters Score -1560231 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1560253.625000 Penalty: 3059.846436
	Iteration 23Q: 3 clusters Score -1560254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1560282.500000 Penalty: 3059.846436
	Iteration 24Q: 3 clusters Score -1560282 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1560299.250000 Penalty: 3059.846436
	Iteration 25Q: 3 clusters Score -1560299 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1560323.500000 Penalty: 3059.846436
	Iteration 26Q: 3 clusters Score -1560324 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1560350.125000 Penalty: 3059.846436
	Iteration 27Q: 3 clusters Score -1560350 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1560376.000000 Penalty: 3059.846436
	Iteration 28Q: 3 clusters Score -1560376 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1560406.750000 Penalty: 3059.846436
	Iteration 29Q: 3 clusters Score -1560407 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1560447.625000 Penalty: 3059.846436
	Iteration 30Q: 3 clusters Score -1560448 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1560507.875000 Penalty: 3059.846436
	Iteration 31Q: 3 clusters Score -1560508 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1560572.250000 Penalty: 3059.846436
	Iteration 32Q: 3 clusters Score -1560572 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1560645.250000 Penalty: 3059.846436
	Iteration 33Q: 3 clusters Score -1560645 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1560729.875000 Penalty: 3059.846436
	Iteration 34Q: 3 clusters Score -1560730 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1560816.750000 Penalty: 3059.846436
	Iteration 35Q: 3 clusters Score -1560817 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1560911.750000 Penalty: 3059.846436
	Iteration 36Q: 3 clusters Score -1560912 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1561011.750000 Penalty: 3059.846436
	Iteration 37Q: 3 clusters Score -1561012 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1561096.000000 Penalty: 3059.846436
	Iteration 38Q: 3 clusters Score -1561096 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1561170.500000 Penalty: 3059.846436
	Iteration 39Q: 3 clusters Score -1561170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1561235.625000 Penalty: 3059.846436
	Iteration 40F: 3 clusters Score -1561236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1561306.375000 Penalty: 3059.846436
	Iteration 41Q: 3 clusters Score -1561306 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1561377.500000 Penalty: 3059.846436
	Iteration 42Q: 3 clusters Score -1561378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1561436.125000 Penalty: 3059.846436
	Iteration 43Q: 3 clusters Score -1561436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1561481.375000 Penalty: 3059.846436
	Iteration 44Q: 3 clusters Score -1561481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1561529.250000 Penalty: 3059.846436
	Iteration 45Q: 3 clusters Score -1561529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1561565.375000 Penalty: 3059.846436
	Iteration 46Q: 3 clusters Score -1561565 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1561598.875000 Penalty: 3059.846436
	Iteration 47Q: 3 clusters Score -1561599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1561625.875000 Penalty: 3059.846436
	Iteration 48Q: 3 clusters Score -1561626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1561650.375000 Penalty: 3059.846436
	Iteration 49Q: 3 clusters Score -1561650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1561675.875000 Penalty: 3059.846436
	Iteration 50Q: 3 clusters Score -1561676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1561691.500000 Penalty: 3059.846436
	Iteration 51Q: 3 clusters Score -1561692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1561714.625000 Penalty: 3059.846436
	Iteration 52Q: 3 clusters Score -1561715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1561731.125000 Penalty: 3059.846436
	Iteration 53Q: 3 clusters Score -1561731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1561739.625000 Penalty: 3059.846436
	Iteration 54Q: 3 clusters Score -1561740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1561753.250000 Penalty: 3059.846436
	Iteration 55Q: 3 clusters Score -1561753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1561772.500000 Penalty: 3059.846436
	Iteration 56Q: 3 clusters Score -1561772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1561784.125000 Penalty: 3059.846436
	Iteration 57Q: 3 clusters Score -1561784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1561790.875000 Penalty: 3059.846436
	Iteration 58Q: 3 clusters Score -1561791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1561797.000000 Penalty: 3059.846436
	Iteration 59Q: 3 clusters Score -1561797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1561800.500000 Penalty: 3059.846436
	Iteration 60F: 3 clusters Score -1561800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1561806.250000 Penalty: 3059.846436
	Iteration 61Q: 3 clusters Score -1561806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1561809.875000 Penalty: 3059.846436
	Iteration 62Q: 3 clusters Score -1561810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1561808.500000 Penalty: 3059.846436
	Iteration 63Q: 3 clusters Score -1561808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1561812.375000 Penalty: 3059.846436
	Iteration 64Q: 3 clusters Score -1561812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1561811.625000 Penalty: 3059.846436
	Iteration 65Q: 3 clusters Score -1561812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1561812.375000 Penalty: 3059.846436
	Iteration 66Q: 3 clusters Score -1561812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1561818.250000 Penalty: 3059.846436
	Iteration 67Q: 3 clusters Score -1561818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1561819.000000 Penalty: 3059.846436
	Iteration 68Q: 3 clusters Score -1561819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1561816.750000 Penalty: 3059.846436
	Iteration 69Q: 3 clusters Score -1561817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1561817.750000 Penalty: 3059.846436
	Iteration 70Q: 3 clusters Score -1561818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1561819.000000 Penalty: 3059.846436
	Iteration 71Q: 3 clusters Score -1561819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1561819.125000 Penalty: 3059.846436
	Iteration 72Q: 3 clusters Score -1561819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1561819.375000 Penalty: 3059.846436
	Iteration 73Q: 3 clusters Score -1561819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1561819.375000 Penalty: 3059.846436
	Iteration 74F: 3 clusters Score -1561819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Entering Unmasked Estep 
Score: -5886182.500000 Penalty: 1744.002441
	Iteration 0F: 2 clusters Score -5886182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -5855508.500000 Penalty: 3488.004883
	Iteration 0F: 3 clusters Score -5855508 nChanged 21518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -5867519.000000 Penalty: 3488.004883
	Iteration 1F: 3 clusters Score -5867519 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5868003.000000 Penalty: 3488.004883
	Iteration 2Q: 3 clusters Score -5868003 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -5868587.500000 Penalty: 3488.004883
	Iteration 3Q: 3 clusters Score -5868588 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -5869416.000000 Penalty: 3488.004883
	Iteration 4Q: 3 clusters Score -5869416 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -5870697.000000 Penalty: 3488.004883
	Iteration 5F: 3 clusters Score -5870697 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -5872767.500000 Penalty: 3488.004883
	Iteration 6F: 3 clusters Score -5872768 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -5875601.500000 Penalty: 3488.004883
	Iteration 7F: 3 clusters Score -5875602 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5878851.000000 Penalty: 3488.004883
	Iteration 8F: 3 clusters Score -5878851 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -5881521.000000 Penalty: 3488.004883
	Iteration 9F: 3 clusters Score -5881521 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5883141.000000 Penalty: 3488.004883
	Iteration 10Q: 3 clusters Score -5883141 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -5883946.000000 Penalty: 3488.004883
	Iteration 11Q: 3 clusters Score -5883946 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -5884340.000000 Penalty: 3488.004883
	Iteration 12Q: 3 clusters Score -5884340 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -5884488.000000 Penalty: 3488.004883
	Iteration 13Q: 3 clusters Score -5884488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -5884560.000000 Penalty: 3488.004883
	Iteration 14Q: 3 clusters Score -5884560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -5884602.500000 Penalty: 3488.004883
	Iteration 15Q: 3 clusters Score -5884602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -5884624.500000 Penalty: 3488.004883
	Iteration 16Q: 3 clusters Score -5884624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -5884648.500000 Penalty: 3488.004883
	Iteration 17Q: 3 clusters Score -5884648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -5884657.500000 Penalty: 3488.004883
	Iteration 18Q: 3 clusters Score -5884658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -5884662.500000 Penalty: 3488.004883
	Iteration 19Q: 3 clusters Score -5884662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -5884667.000000 Penalty: 3488.004883
	Iteration 20F: 3 clusters Score -5884667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -5884672.000000 Penalty: 3488.004883
	Iteration 21Q: 3 clusters Score -5884672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -5884679.000000 Penalty: 3488.004883
	Iteration 22Q: 3 clusters Score -5884679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -5884675.000000 Penalty: 3488.004883
	Iteration 23Q: 3 clusters Score -5884675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -5884675.000000 Penalty: 3488.004883
	Iteration 24F: 3 clusters Score -5884675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (106970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Entering Unmasked Estep 
Score: -13852298.000000 Penalty: 1881.799438
	Iteration 0F: 2 clusters Score -1.38523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -13788115.000000 Penalty: 3763.598877
	Iteration 0F: 3 clusters Score -1.378812e+07 nChanged 51084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -13817552.000000 Penalty: 3763.598877
	Iteration 1F: 3 clusters Score -1.381755e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -13818394.000000 Penalty: 3763.598877
	Iteration 2Q: 3 clusters Score -1.381839e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -13819573.000000 Penalty: 3763.598877
	Iteration 3Q: 3 clusters Score -1.381957e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -13821264.000000 Penalty: 3763.598877
	Iteration 4Q: 3 clusters Score -1.382126e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -13823829.000000 Penalty: 3763.598877
	Iteration 5Q: 3 clusters Score -1.382383e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -13827558.000000 Penalty: 3763.598877
	Iteration 6F: 3 clusters Score -1.382756e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -13832213.000000 Penalty: 3763.598877
	Iteration 7F: 3 clusters Score -1.383221e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -13836737.000000 Penalty: 3763.598877
	Iteration 8F: 3 clusters Score -1.383674e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -13840188.000000 Penalty: 3763.598877
	Iteration 9F: 3 clusters Score -1.384019e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -13842904.000000 Penalty: 3763.598877
	Iteration 10Q: 3 clusters Score -1.38429e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 94564 members 
Entering Unmasked Estep 
Score: -13844694.000000 Penalty: 3763.598877
	Iteration 11Q: 3 clusters Score -1.384469e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -13846065.000000 Penalty: 3763.598877
	Iteration 12Q: 3 clusters Score -1.384606e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -13846880.000000 Penalty: 3763.598877
	Iteration 13Q: 3 clusters Score -1.384688e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -13847917.000000 Penalty: 3763.598877
	Iteration 14Q: 3 clusters Score -1.384792e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -13848852.000000 Penalty: 3763.598877
	Iteration 15Q: 3 clusters Score -1.384885e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 103374 members 
Entering Unmasked Estep 
Score: -13849397.000000 Penalty: 3763.598877
	Iteration 16Q: 3 clusters Score -1.38494e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -13849831.000000 Penalty: 3763.598877
	Iteration 17Q: 3 clusters Score -1.384983e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -13850102.000000 Penalty: 3763.598877
	Iteration 18Q: 3 clusters Score -1.38501e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 105172 members 
Entering Unmasked Estep 
Score: -13850254.000000 Penalty: 3763.598877
	Iteration 19Q: 3 clusters Score -1.385025e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -13850375.000000 Penalty: 3763.598877
	Iteration 20F: 3 clusters Score -1.385038e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 105667 members 
Entering Unmasked Estep 
Score: -13850485.000000 Penalty: 3763.598877
	Iteration 21Q: 3 clusters Score -1.385048e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -13850560.000000 Penalty: 3763.598877
	Iteration 22Q: 3 clusters Score -1.385056e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 105896 members 
Entering Unmasked Estep 
Score: -13850619.000000 Penalty: 3763.598877
	Iteration 23Q: 3 clusters Score -1.385062e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -13850691.000000 Penalty: 3763.598877
	Iteration 24Q: 3 clusters Score -1.385069e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
Score: -13850725.000000 Penalty: 3763.598877
	Iteration 25Q: 3 clusters Score -1.385072e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -13850727.000000 Penalty: 3763.598877
	Iteration 26Q: 3 clusters Score -1.385073e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 106132 members 
Entering Unmasked Estep 
Score: -13850735.000000 Penalty: 3763.598877
	Iteration 27Q: 3 clusters Score -1.385074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 106155 members 
Entering Unmasked Estep 
Score: -13850739.000000 Penalty: 3763.598877
	Iteration 28Q: 3 clusters Score -1.385074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -13850740.000000 Penalty: 3763.598877
	Iteration 29Q: 3 clusters Score -1.385074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 106194 members 
Entering Unmasked Estep 
Score: -13850761.000000 Penalty: 3763.598877
	Iteration 30Q: 3 clusters Score -1.385076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 106207 members 
Entering Unmasked Estep 
Score: -13850766.000000 Penalty: 3763.598877
	Iteration 31Q: 3 clusters Score -1.385077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 106218 members 
Entering Unmasked Estep 
Score: -13850771.000000 Penalty: 3763.598877
	Iteration 32Q: 3 clusters Score -1.385077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -13850773.000000 Penalty: 3763.598877
	Iteration 33Q: 3 clusters Score -1.385077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -13850785.000000 Penalty: 3763.598877
	Iteration 34Q: 3 clusters Score -1.385078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -13850801.000000 Penalty: 3763.598877
	Iteration 35Q: 3 clusters Score -1.38508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -13850803.000000 Penalty: 3763.598877
	Iteration 36Q: 3 clusters Score -1.38508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -13850806.000000 Penalty: 3763.598877
	Iteration 37Q: 3 clusters Score -1.385081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -13850805.000000 Penalty: 3763.598877
	Iteration 38Q: 3 clusters Score -1.38508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -13850796.000000 Penalty: 3763.598877
	Iteration 39Q: 3 clusters Score -1.38508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -13850799.000000 Penalty: 3763.598877
	Iteration 40F: 3 clusters Score -1.38508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -13850809.000000 Penalty: 3763.598877
	Iteration 41Q: 3 clusters Score -1.385081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -13850811.000000 Penalty: 3763.598877
	Iteration 42Q: 3 clusters Score -1.385081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -13850811.000000 Penalty: 3763.598877
	Iteration 43Q: 3 clusters Score -1.385081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 106266 members 
Entering Unmasked Estep 
Score: -13850809.000000 Penalty: 3763.598877
	Iteration 44Q: 3 clusters Score -1.385081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -13850817.000000 Penalty: 3763.598877
	Iteration 45Q: 3 clusters Score -1.385082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -13850837.000000 Penalty: 3763.598877
	Iteration 46Q: 3 clusters Score -1.385084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 106300 members 
Entering Unmasked Estep 
Score: -13850838.000000 Penalty: 3763.598877
	Iteration 47Q: 3 clusters Score -1.385084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
Score: -13850850.000000 Penalty: 3763.598877
	Iteration 48Q: 3 clusters Score -1.385085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 106309 members 
Entering Unmasked Estep 
Score: -13850855.000000 Penalty: 3763.598877
	Iteration 49Q: 3 clusters Score -1.385086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -13850860.000000 Penalty: 3763.598877
	Iteration 50Q: 3 clusters Score -1.385086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -13850862.000000 Penalty: 3763.598877
	Iteration 51Q: 3 clusters Score -1.385086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
Score: -13850859.000000 Penalty: 3763.598877
	Iteration 52Q: 3 clusters Score -1.385086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -13850868.000000 Penalty: 3763.598877
	Iteration 53Q: 3 clusters Score -1.385087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -13850877.000000 Penalty: 3763.598877
	Iteration 54Q: 3 clusters Score -1.385088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -13850870.000000 Penalty: 3763.598877
	Iteration 55Q: 3 clusters Score -1.385087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -13850873.000000 Penalty: 3763.598877
	Iteration 56Q: 3 clusters Score -1.385087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -13850867.000000 Penalty: 3763.598877
	Iteration 57Q: 3 clusters Score -1.385087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -13850871.000000 Penalty: 3763.598877
	Iteration 58Q: 3 clusters Score -1.385087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -13850871.000000 Penalty: 3763.598877
	Iteration 59F: 3 clusters Score -1.385087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Entering Unmasked Estep 
Score: -3520488.000000 Penalty: 1661.725952
	Iteration 0F: 2 clusters Score -3520488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3501853.250000 Penalty: 3323.451904
	Iteration 0F: 3 clusters Score -3501853 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3508621.250000 Penalty: 3323.451904
	Iteration 1F: 3 clusters Score -3508621 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3508916.500000 Penalty: 3323.451904
	Iteration 2Q: 3 clusters Score -3508916 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3509233.000000 Penalty: 3323.451904
	Iteration 3Q: 3 clusters Score -3509233 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3509660.750000 Penalty: 3323.451904
	Iteration 4Q: 3 clusters Score -3509661 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3510313.250000 Penalty: 3323.451904
	Iteration 5Q: 3 clusters Score -3510313 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3511345.750000 Penalty: 3323.451904
	Iteration 6F: 3 clusters Score -3511346 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3512816.000000 Penalty: 3323.451904
	Iteration 7F: 3 clusters Score -3512816 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3514748.000000 Penalty: 3323.451904
	Iteration 8F: 3 clusters Score -3514748 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3516662.000000 Penalty: 3323.451904
	Iteration 9F: 3 clusters Score -3516662 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3517955.250000 Penalty: 3323.451904
	Iteration 10Q: 3 clusters Score -3517955 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3518540.250000 Penalty: 3323.451904
	Iteration 11Q: 3 clusters Score -3518540 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3518800.250000 Penalty: 3323.451904
	Iteration 12Q: 3 clusters Score -3518800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3518904.500000 Penalty: 3323.451904
	Iteration 13Q: 3 clusters Score -3518904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3518968.000000 Penalty: 3323.451904
	Iteration 14Q: 3 clusters Score -3518968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3519002.750000 Penalty: 3323.451904
	Iteration 15Q: 3 clusters Score -3519003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3519018.000000 Penalty: 3323.451904
	Iteration 16Q: 3 clusters Score -3519018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3519027.250000 Penalty: 3323.451904
	Iteration 17Q: 3 clusters Score -3519027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3519035.250000 Penalty: 3323.451904
	Iteration 18Q: 3 clusters Score -3519035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3519042.000000 Penalty: 3323.451904
	Iteration 19Q: 3 clusters Score -3519042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3519050.000000 Penalty: 3323.451904
	Iteration 20F: 3 clusters Score -3519050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3519055.500000 Penalty: 3323.451904
	Iteration 21Q: 3 clusters Score -3519056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3519063.000000 Penalty: 3323.451904
	Iteration 22Q: 3 clusters Score -3519063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3519065.250000 Penalty: 3323.451904
	Iteration 23Q: 3 clusters Score -3519065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3519069.000000 Penalty: 3323.451904
	Iteration 24Q: 3 clusters Score -3519069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3519071.500000 Penalty: 3323.451904
	Iteration 25Q: 3 clusters Score -3519072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3519071.500000 Penalty: 3323.451904
	Iteration 26F: 3 clusters Score -3519072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50553 members 
Mstep: Class 7 contains 43465 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117154 members 
Mstep: Class 18 contains 36516 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45813 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807872.000000 Penalty: 36656.769531
Iteration 479Q: 18 clusters Score -7.280787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115915 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50554 members 
Mstep: Class 7 contains 43464 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117153 members 
Mstep: Class 18 contains 36517 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45814 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807864.000000 Penalty: 36656.769531
Iteration 480F: 18 clusters Score -7.280786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115916 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50553 members 
Mstep: Class 7 contains 43463 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117152 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45815 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 481Q: 18 clusters Score -7.280785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115919 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50552 members 
Mstep: Class 7 contains 43462 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117152 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45814 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807864.000000 Penalty: 36656.769531
Iteration 482Q: 18 clusters Score -7.280786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115920 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50552 members 
Mstep: Class 7 contains 43463 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117150 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45814 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807832.000000 Penalty: 36656.769531
Iteration 483Q: 18 clusters Score -7.280783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115920 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50552 members 
Mstep: Class 7 contains 43464 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117150 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45813 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 484Q: 18 clusters Score -7.280785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115920 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50552 members 
Mstep: Class 7 contains 43465 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117150 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807856.000000 Penalty: 36656.769531
Iteration 485Q: 18 clusters Score -7.280786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115921 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50552 members 
Mstep: Class 7 contains 43464 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117150 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 486Q: 18 clusters Score -7.280785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115922 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50553 members 
Mstep: Class 7 contains 43463 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117150 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 487Q: 18 clusters Score -7.280785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115922 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50554 members 
Mstep: Class 7 contains 43462 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117150 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807856.000000 Penalty: 36656.769531
Iteration 488Q: 18 clusters Score -7.280786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115922 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50555 members 
Mstep: Class 7 contains 43461 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117150 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807864.000000 Penalty: 36656.769531
Iteration 489Q: 18 clusters Score -7.280786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115922 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50556 members 
Mstep: Class 7 contains 43461 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117149 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807872.000000 Penalty: 36656.769531
Iteration 490Q: 18 clusters Score -7.280787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115923 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50556 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117149 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807840.000000 Penalty: 36656.769531
Iteration 491Q: 18 clusters Score -7.280784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115924 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50556 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117148 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106970 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807840.000000 Penalty: 36656.769531
Iteration 492Q: 18 clusters Score -7.280784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115924 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50556 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117147 members 
Mstep: Class 18 contains 36518 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106971 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 493Q: 18 clusters Score -7.280785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115924 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50556 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117145 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106972 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807832.000000 Penalty: 36656.769531
Iteration 494Q: 18 clusters Score -7.280783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115924 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50555 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17383 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117146 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45812 members 
Mstep: Class 23 contains 106972 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807832.000000 Penalty: 36656.769531
Iteration 495Q: 18 clusters Score -7.280783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115924 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50555 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117146 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45811 members 
Mstep: Class 23 contains 106972 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807840.000000 Penalty: 36656.769531
Iteration 496Q: 18 clusters Score -7.280784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115924 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50555 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117147 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45810 members 
Mstep: Class 23 contains 106972 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807832.000000 Penalty: 36656.769531
Iteration 497Q: 18 clusters Score -7.280783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115923 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50555 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117147 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45810 members 
Mstep: Class 23 contains 106973 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 498Q: 18 clusters Score -7.280785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115921 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50555 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117148 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45810 members 
Mstep: Class 23 contains 106974 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807848.000000 Penalty: 36656.769531
Iteration 499Q: 18 clusters Score -7.280785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 3 contains 115922 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 50555 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 117145 members 
Mstep: Class 18 contains 36519 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 45810 members 
Mstep: Class 23 contains 106976 members 
Mstep: Class 24 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72807832.000000 Penalty: 36656.769531
Iteration 500F: 18 clusters Score -7.280783e+07 nChanged 0
Maximum iterations exceeded
--- Evaluating fit on full set of 1737627 points ---
Entering Unmasked Estep 
Score: -218996896.000000 Penalty: 39691.683594
25->18 Clusters: Score -218996896.000000, best is -219140384.000000

Main iterations: 0 (time per=infms)
Total iterations: 53870 (time per=230.554478ms)
Iterations metric 2: 2436753784832.000000 (time per=5.096933ns)
Iterations metric 3: 58483097468928.000000 (time per=212.368535ps)

That took 12419.969727 seconds.
